From 8b89a572933b40e950ef5856c3d5c29af0c8324e Mon Sep 17 00:00:00 2001
From: Saeid <saeid.dq@gmail.com>
Date: Thu, 2 Dec 2021 11:08:12 +0330
Subject: [PATCH 01/79] update donate

---
 donate-report.rst | 116 +++++++++++++++++++++++++++++++++++++++++++++-
 1 file changed, 115 insertions(+), 1 deletion(-)

diff --git a/donate-report.rst b/donate-report.rst
index 9461184..4432f32 100644
--- a/donate-report.rst
+++ b/donate-report.rst
@@ -13,7 +13,7 @@
 
 (*اطلاعات این صفحه به صورت آنی بروز نمی‌شود!*)
 
-**از ابتدا (1394): 2,201,222 تومان** [آخرین بروزرسانی:‌ 13-01-1400]
+**از ابتدا (1394): 2,577,222 تومان** [آخرین بروزرسانی:‌ 11-09-1400]
 
 ----
 
@@ -26,12 +26,126 @@
 
 
 
+.. raw:: html
+
+    <p id="9ea9e38" >73: <strong style="color:#5C6BC0">1,000 تومان</strong> در زمان 23:27 22-07-1400<br><q>للل</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="fb51a74" >72: <strong style="color:#5C6BC0">50,000 تومان</strong> در زمان 11:44 21-07-1400<br><q>شاکری</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="d5ce87" >71: <strong style="color:#5C6BC0">20,000 تومان</strong> در زمان 18:48 11-07-1400<br><q>tnx_dude</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="c833ad" >70: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 13:28 10-07-1400<br><q>حمایت</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="c0060a" >69: <strong style="color:#5C6BC0">50,000 تومان</strong> در زمان 06:45 06-07-1400<br><q>بخاطر توضیح بسیار شفاف و مفاهیم</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="3fe510" >68: <strong style="color:#5C6BC0">20,000 تومان</strong> در زمان 13:33 29-05-1400<br><q>تشکر</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="913dd2" >67: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 02:00 28-05-1400<br><q>دانشجو هم وسعم همینقدر هست</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="54d992" >66: <strong style="color:#5C6BC0">40,000 تومان</strong> در زمان 09:18 12-05-1400<br><q>H</q></p>
+
+----
+
+
+.. raw:: html
+
+    <p id="432820" >65: <strong style="color:#5C6BC0">30,000 تومان</strong> در زمان 10:28 04-05-1400<br><q>پایتون</q></p>
+
+----
+
+.. raw:: html
 
+    <p id="b57547" >64: <strong style="color:#5C6BC0">50,000 تومان</strong> در زمان 01:11 04-05-1400<br><q>عالیست</q></p>
 
+----
+
+.. raw:: html
+
+    <p id="372ad6" >63: <strong style="color:#5C6BC0">20,000 تومان</strong> در زمان 11:13 30-04-1400<br><q>این آموزش عالی و بینظیر هست</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="e6b54c" >62: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 18:44 19-04-1400<br><q>حمایت از اموزش درست</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="0d8f36" >61: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 11:27 14-04-1400<br><q>amini</q></p>
+
+----
+
+.. raw:: html
 
+    <p id="872052" >60: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 17:17 10-04-1400<br><q>ممنون بابت کتاب</q></p>
 
+----
+
+.. raw:: html
 
+    <p id="501c11" >59: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 21:54 22-03-1400<br><q>aaa</q></p>
 
+----
+
+.. raw:: html
+
+    <p id="d8383e" >59: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 20:00 07-03-1400<br><q>واقعا سایت خوبی داری . دمت گرم</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="aac01b" >58: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 01:08 13-02-1400<br><q>ممنون بابت زحماتتون</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="aa2710" >57: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 01:25 12-02-1400<br><q>آنکه می بخشد بی منت آزاد است</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="af0bc8" >56: <strong style="color:#5C6BC0">20,000 تومان</strong> در زمان 11:49 03-02-1400<br><q>با تشکر از زحمات شما امیدوارم هر چه زودتر مطالب دیگری قرار بدهید.</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="1db1a0" >55: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 11:48 03-02-1400<br><q>مبلغ کمیه اما ب مرور باز پرداخت میکنم❤</q></p>
+
+----
 
 .. raw:: html
 

From adf22c91e6270058de8bc95219f0d95fc4abe8c3 Mon Sep 17 00:00:00 2001
From: Saeid <saeid.dq@gmail.com>
Date: Thu, 2 Dec 2021 11:55:21 +0330
Subject: [PATCH 02/79] --user > L02

---
 index.rst       |  2 +-
 lessons/l02.rst | 16 ++++++++++++++++
 log.rst         | 11 +++++++++++
 3 files changed, 28 insertions(+), 1 deletion(-)

diff --git a/index.rst b/index.rst
index 021d2ff..e0ea0d3 100644
--- a/index.rst
+++ b/index.rst
@@ -60,7 +60,7 @@
 
 ----
 
-**شروع:**  فروردین ۱۳۹۴ **و**  **آخرین بروزرسانی:** فروردین ۱۴۰۰ [`گزارش توسعه <log.html>`__]
+**شروع:**  فروردین ۱۳۹۴ **و**  **آخرین بروزرسانی:** آذر ۱۴۰۰ [`گزارش توسعه <log.html>`__]
 
 
 
diff --git a/lessons/l02.rst b/lessons/l02.rst
index cfa986c..6e7cf4c 100644
--- a/lessons/l02.rst
+++ b/lessons/l02.rst
@@ -258,6 +258,9 @@
 
 .. tip::
     `PyPI <http://pypi.python.org/pypi>`_ (پای‌پِ) یا مخزن بسته‌های پایتون (Python Package Index) محلی است که بسیاری از کتابخانه‌ها یا برنامه‌های شخص ثالث پایتون در آن نگه داری می‌شود. کاربران پایتون می‌توانند از طریق PyPI پروژه (یا بسته) خود را منتشر یا اقدام به جستجو و  دانلود بسته‌های مورد نیاز خود نمایند.
+    
+
+آشنایی با مخازنی همچون PyPI و استفاده از pip در توسعه پروژه‌های پایتونی اهمیت بالایی دارد. برای مثال فرض نمایید در پروژه خود می‌بایست تاریخ را با فرمت جلالی نمایش دهید. راه‌حل ابتدایی، توسعه کدها یا ماژولی برای تبدیل تاریخ میلادی (پیش‌فرض در پایتون) به جلالی توسط خودتان می‌باشد. راه‌حل دیگر اما جستجو برای یافتن  کتابخانه‌ یا ماژول‌هایی است که پیش‌تر توسط دیگران توسعه یافته و در مخازنی همانند PyPI منتشر یافته است. در این شرایط برای دسترسی به این کتابخانه‌ها‌ی شخص ثالث تنها کافی است با استفاده از pip آن‌ها را مجموعه کتابخانه‌های داخل رایانه خود اضافه نمایید.
 
 pip از زمان انتشار نسخه‌ 3.4 به بسته‌ نصبی پایتون افزوده شده است و به همراه آن نصب می‌شود ولی در صورت نیاز به pip برای نسخه‌های قدیمی‌تر، می‌بایست آن را به صورت جداگانه‌ نصب نمایید.
 
@@ -365,6 +368,19 @@ pip از زمان انتشار نسخه‌ 3.4 به بسته‌ نصبی پای
    
 
 
+   
+user--
+~~~~~~~~
+
+ماژول pip به صورت پیش‌فرض تمامی بسته‌های دریافتی را در مسیری قرار می‌دهد که در کل رایانه (تمامی کاربران) قابل دسترس باشد. این روش نصب و مدیریت بسته به صورت حرفه‌ای  پیشنهاد نمی‌شود، چرا که در بلند مدت و در هنگام توسعه برنامه‌های گوناگون، برنامه‌نویس را دچار مشکل خواهد کرد. علاوه بر این، هر نصب بسته نیاز به دسترسی root (دستور sudo) یا Administrator خواهد داشت که مشکلات خاص خود را به همراه دارد.
+
+
+بهترین راه حل یا شیوه مدیریت پروژه در پایتون، ایجاد محیط مجازی (Virtual Environment) به ازای هر پروژه می‌باشد. در این حالت برای هر پروژه یک محیط پایتونی کاملا ایزوله و مستقل ایجاد می‌گردد. بنابراین ماژول pip هر بسته مورد نیاز در هر پروژه را تنها در همان پروژه قرار می‌دهد. چگونگی ایجاد محیط مجازی در پایتون توسط درس آینده بررسی خواهد شد.
+
+
+شیوه دیگر استفاده از ``user--`` در میان دستور ماژول pip می‌باشد. این یک روش ساده برای پرهیز از نیاز به دسترسی root (دستور sudo) یا Administrator می‌باشد. در این شرایط ماژول pip هر بسته مورد نیاز را در محیط کاربری، کاربر جاری نگهداری می‌کند::
+
+    user> pip3 install --user bottle
 
 |
 
diff --git a/log.rst b/log.rst
index 7d7eb4b..1101e28 100644
--- a/log.rst
+++ b/log.rst
@@ -11,6 +11,17 @@
 
 
 
+.. raw:: html
+
+    <p class="rubric" id="00127" ><a class="reference external" href="#00127">00127</a> - پنج‌شنبه ۱۱ آذر ۱۴۰۰</p>
+
+* توضیح مربوط به بخش «سیستم مدیریت بسته» از درس دوم تکمیل و بخش ``user--``  اضافه گردید.
+* گزارش حمایت مالی بروز گردید.
+
+
+
+
+----
 
 
 .. raw:: html

From cb7827ddbbfd9c2ede6c4162cab02fb2233582b8 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Wed, 23 Feb 2022 11:55:57 +0330
Subject: [PATCH 03/79] update donate

---
 donate-report.rst | 53 +++++++++++++++++++++++++++++++++++++++++++++--
 lessons/l01.rst   |  1 +
 2 files changed, 52 insertions(+), 2 deletions(-)

diff --git a/donate-report.rst b/donate-report.rst
index 4432f32..1bac36a 100644
--- a/donate-report.rst
+++ b/donate-report.rst
@@ -1,4 +1,4 @@
-.. role:: emoji-size
+.. role:: emoji-size
 
 
 .. meta::
@@ -13,7 +13,7 @@
 
 (*اطلاعات این صفحه به صورت آنی بروز نمی‌شود!*)
 
-**از ابتدا (1394): 2,577,222 تومان** [آخرین بروزرسانی:‌ 11-09-1400]
+**از ابتدا (1394): 2,714,222 تومان** [آخرین بروزرسانی:‌ 04-12-1400]
 
 ----
 
@@ -26,6 +26,55 @@
 
 
 
+
+
+
+
+
+.. raw:: html
+
+    <p id="6cb7e5e" >80: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 23:06 01-12-1400<br><q>سلام ناقابل اما از صمیم قلب</q></p>
+
+----
+
+
+.. raw:: html
+
+    <p id="83e18df" >79: <strong style="color:#5C6BC0">2,000 تومان</strong> در زمان 08:36 14-11-1400<br><q>سلام، شرمنده‌ام انشالله بزودی پیشتر کمک کنم. سپاس برای لطفتان💚</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="4b63108" >78: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 04:50 07-11-1400<br><q>تازه شروع کردم. همین که رایگان وقت میزاری دمت گرم.</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="d75948b" >77: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 15:50 04-11-1400<br><q>دمت گرم</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="62eefe5" >76: <strong style="color:#5C6BC0">20,000 تومان</strong> در زمان 19:28 23-10-1400<br><q>عالی توضیح دادی</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="8d1a964" >75: <strong style="color:#5C6BC0">70,000 تومان</strong> در زمان 13:52 02-10-1400<br><q>دو سه روزه دارم استفاده می‌کنم. دمتون گرم</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="dca054a" >74: <strong style="color:#5C6BC0">20,000 تومان</strong> در زمان 12:57 15-09-1400<br><q>آرزوی توفیق</q></p>
+
+----
+
+
 .. raw:: html
 
     <p id="9ea9e38" >73: <strong style="color:#5C6BC0">1,000 تومان</strong> در زمان 23:27 22-07-1400<br><q>للل</q></p>
diff --git a/lessons/l01.rst b/lessons/l01.rst
index a605d54..f31d350 100644
--- a/lessons/l01.rst
+++ b/lessons/l01.rst
@@ -12,6 +12,7 @@
 .. figure:: /_static/pages/01-python-introduction.jpg
     :align: center
     :alt: آشنایی با زبان برنامه نویسی پایتون
+    :class: page-image
 
     Photo by `Michael Olsen <https://unsplash.com/photos/-djS1aPrSr4>`__
   

From 3f26b0edfd3681c8f100351afaaddbff38733446 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Fri, 25 Mar 2022 12:49:33 +0430
Subject: [PATCH 04/79] update donation report

---
 donate-report.rst | 24 +++++++++++++++++++++++-
 1 file changed, 23 insertions(+), 1 deletion(-)

diff --git a/donate-report.rst b/donate-report.rst
index 1bac36a..c122055 100644
--- a/donate-report.rst
+++ b/donate-report.rst
@@ -13,7 +13,7 @@
 
 (*اطلاعات این صفحه به صورت آنی بروز نمی‌شود!*)
 
-**از ابتدا (1394): 2,714,222 تومان** [آخرین بروزرسانی:‌ 04-12-1400]
+**از ابتدا (1394): 2,749,222 تومان** [آخرین بروزرسانی:‌ 05-01-1401]
 
 ----
 
@@ -30,6 +30,28 @@
 
 
 
+|
+
+**سال 1400: 628,000 تومان**
+
+|
+
+
+
+
+.. raw:: html
+
+    <p id="2cb5d55" >82: <strong style="color:#5C6BC0">20,000 تومان</strong> در زمان 19:31 24-12-1400<br><q>بابت کتاب آزاد پایتون</q></p>
+
+----
+
+
+.. raw:: html
+
+    <p id="2022131" >81: <strong style="color:#5C6BC0">15,000 تومان</strong> در زمان 17:06 15-12-1400<br><q>اموزش پایتون</q></p>
+
+----
+
 
 .. raw:: html
 

From 621ad690ca26ebf40ae6ee76192ef087e7ddddfd Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Wed, 4 May 2022 10:35:32 +0430
Subject: [PATCH 05/79] remove ad

---
 _templates/sphinx_minoo_theme/includes/sidebar.html | 1 -
 _templates/sphinx_minoo_theme/includes/top.html     | 6 +-----
 2 files changed, 1 insertion(+), 6 deletions(-)

diff --git a/_templates/sphinx_minoo_theme/includes/sidebar.html b/_templates/sphinx_minoo_theme/includes/sidebar.html
index f60e7c2..a2511e6 100644
--- a/_templates/sphinx_minoo_theme/includes/sidebar.html
+++ b/_templates/sphinx_minoo_theme/includes/sidebar.html
@@ -59,7 +59,6 @@
             </div>
         {% endif %}
 		
-		<a href="https://maktabkhooneh.org" class="side-top-link">آموزش آنلاین مکتب‌خونه</a>
 
 	<!-- -->
    </div>
diff --git a/_templates/sphinx_minoo_theme/includes/top.html b/_templates/sphinx_minoo_theme/includes/top.html
index d02d9bc..a3f88c7 100644
--- a/_templates/sphinx_minoo_theme/includes/top.html
+++ b/_templates/sphinx_minoo_theme/includes/top.html
@@ -39,11 +39,7 @@
 		</a>
 	</div>
 	
-	<div class="top-links top-blue">
-				<a href="https://maktabkhooneh.org/course/%D8%A2%D9%85%D9%88%D8%B2%D8%B4-%D8%A8%D8%B1%D9%86%D8%A7%D9%85%D9%87-%D9%86%D9%88%DB%8C%D8%B3%DB%8C-%D8%A8%D8%A7-%D9%BE%D8%A7%DB%8C%D8%AA%D9%88%D9%86-%D9%85%D9%82%D8%AF%D9%85%D8%A7%D8%AA%DB%8C-mk346/">
-		آموزش پایتون
-		</a>
-	</div>
+
 
 	<div class="top-links" style="direction: ltr;float: right;">
 		<a class="github-button" href="https://github.com/saeiddrv/PythonPersianTutorial" data-size="large" data-show-count="true" aria-label="Star saeiddrv/PythonPersianTutorial on GitHub">Star</a>

From 2e3c44ca1464ce977a4a4941b16424b05dbeb178 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Fri, 3 Feb 2023 13:57:57 +0330
Subject: [PATCH 06/79] fix pageImages style

---
 _static/pages/01-python-introduction.jpg      | Bin 113375 -> 82729 bytes
 _static/pages/02-python-setup.jpg             | Bin 50647 -> 40592 bytes
 _static/pages/03-python-project-structure.jpg | Bin 163357 -> 114390 bytes
 _static/pages/04-python-interactive-mode.jpg  | Bin 19720 -> 21065 bytes
 ...on-object-oriented-programming-concept.jpg | Bin 114168 -> 116236 bytes
 _static/pages/06-python-syntax.jpg            | Bin 137085 -> 100757 bytes
 .../pages/07-python-built-in-data-types-1.jpg | Bin 109562 -> 88050 bytes
 .../pages/08-python-built-in-data-types-2.jpg | Bin 68262 -> 55551 bytes
 _static/pages/09-python-if-else-for-while.jpg | Bin 77739 -> 57372 bytes
 _static/pages/10-python-input-output-file.jpg | Bin 106914 -> 90779 bytes
 _static/pages/11-python-os-path-math.jpg      | Bin 69105 -> 64359 bytes
 _static/pages/12-python-function.jpg          | Bin 236403 -> 164580 bytes
 ...n-decorator-generator-coroutine-lambda.jpg | Bin 65699 -> 49801 bytes
 ...-python-function-recursive-memoization.jpg | Bin 131144 -> 88138 bytes
 _static/pages/15-python-regex-1.jpg           | Bin 175155 -> 110506 bytes
 _static/pages/16-python-regex-re.jpg          | Bin 47833 -> 38353 bytes
 ...ject-oriented-programming-class-object.jpg | Bin 113433 -> 83110 bytes
 ...nted-programming-inheritance-mro-mixin.jpg | Bin 78138 -> 59721 bytes
 ...nted-programming-abstraction-metaclass.jpg | Bin 92603 -> 68402 bytes
 ...programming-polymorphism-encapsulation.jpg | Bin 77086 -> 63913 bytes
 ...ented-programming-property-descriptors.jpg | Bin 159732 -> 120975 bytes
 ...ed-programming-type-hinting-data-class.jpg | Bin 113647 -> 84318 bytes
 .../23-python-exception-error-warning-try.jpg | Bin 28713 -> 28750 bytes
 ...thon-raise-exception-warning-assertion.jpg | Bin 30909 -> 28656 bytes
 .../pages/25-python-date-time-calendar.jpg    | Bin 239922 -> 194692 bytes
 .../sphinx_minoo_theme/includes/header.html   |   2 +-
 ...{minoo-20210407.css => minoo-20230203.css} | 205 ++++--------------
 lessons/l02.rst                               |   1 +
 lessons/l03.rst                               |   1 +
 lessons/l04.rst                               |   1 +
 lessons/l05.rst                               |   1 +
 lessons/l06.rst                               |   1 +
 lessons/l07.rst                               |   1 +
 lessons/l08.rst                               |   1 +
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 51 files changed, 69 insertions(+), 162 deletions(-)
 rename _templates/sphinx_minoo_theme/static/{minoo-20210407.css => minoo-20230203.css} (84%)

diff --git a/_static/pages/01-python-introduction.jpg b/_static/pages/01-python-introduction.jpg
index 72c451e9f03f8abc6047040a9085c980e65c1c0e..343f4c46ebe50fc8fe76cc59a7d552eb1218cdb2 100644
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diff --git a/_templates/sphinx_minoo_theme/includes/header.html b/_templates/sphinx_minoo_theme/includes/header.html
index 7ebcde3..da109bb 100644
--- a/_templates/sphinx_minoo_theme/includes/header.html
+++ b/_templates/sphinx_minoo_theme/includes/header.html
@@ -39,7 +39,7 @@
 {% if theme_direction == "ltr" %}
     <link rel="stylesheet" type=text/css href="{{ pathto('_static/minoo-ltr.css', 1) }}">
 {% else %}
-    <link rel="stylesheet" type=text/css href="{{ pathto('_static/minoo-20210407.css', 1) }}">
+    <link rel="stylesheet" type=text/css href="{{ pathto('_static/minoo-20230203.css', 1) }}">
 {% endif %}
 
 {%- block linktags %}
diff --git a/_templates/sphinx_minoo_theme/static/minoo-20210407.css b/_templates/sphinx_minoo_theme/static/minoo-20230203.css
similarity index 84%
rename from _templates/sphinx_minoo_theme/static/minoo-20210407.css
rename to _templates/sphinx_minoo_theme/static/minoo-20230203.css
index f201653..438d9f6 100644
--- a/_templates/sphinx_minoo_theme/static/minoo-20210407.css
+++ b/_templates/sphinx_minoo_theme/static/minoo-20230203.css
@@ -230,7 +230,6 @@ div[class^='highlight']{width:100%;display:inline-block}
 td{font-size:14px}
 tr.row-even{background-color:#F5F5F5;}
 
-
 /* custome style */
 ul li{text-align:justify}
 .red{color:#E65100}
@@ -243,167 +242,51 @@ body{font-size:1.5rem}
 .reportmenufield:hover{border-right:5px #f48fb1 solid !important}
 .exercisesmenufield{background-color:#ef5350 !important}
 .exercisesmenufield:hover{border-right:5px #ef9a9a solid !important}
-h1 a.toc-backref, h2 a.toc-backref{color:#fff !important}
-
-
-
-.footer-donate {
-    color: #fff !important;
-    background-color: #616161 !important;
-    padding:32px;
-    display: block;
-    width: 100%;
-    text-align:center;
-}
-
-.footer-donate h3 {
-        border: none !important;
-    background: transparent;
-color: #fff !important;
-}
-
-.footer-donate p {
-    margin: 0 !important;
-    text-align: center !important;
-    font-size:14px;
-}
-
-.footer-donate a.donate-box {
-display: block;
-    width: 100%;
-    float: none;
-    padding: 1.5rem;
-    background-color: #4CAF50;
-    color: #fff;
-    font-weight: 800;
-    text-align: center;
-    font-size: 20px;
-    box-shadow: 0px 8px 15px rgba(0, 0, 0, 0.1);
-    height: auto;
-}
-
-.footer-donate i {
-	font-size: 35px;
-}
-
-i {
-    vertical-align: bottom !important;
-}
-
-
-.top-fixed .top-banner {
-    position: fixed;
-    background: #fff;
-    z-index: 9;
-    right: 0;
-    top: 0;
-    left: 0;
-    right: 18%;
-   
-    max-width: 772px;
-}
-
-.top-banner {
-
-transition:all .2s ease;
-}
-
-.top-fixed #body-donate {
-    margin-bottom:0;
-}
-
-.top-fixed .text-content {
-margin-top:100px;
-}
-
-.donate-badge{
-    position: fixed;
-    bottom: 12px;
-    z-index: 999999;
-    left: 40px;
-    display:none;
-    transition:all .2s ease;
-}
-
-.donate-badge.active  {
-    display:block;
-}
-
-#sidebar-bottom-list ul li {
-    font-size: 12px;
-text-align: inherit;
-}
-
-.toctree-wrapper ul li {
-text-align: inherit;
-}
-
-.side-top-link {
-    color: #fff;
-    text-align: center;
-    display: block;
-    padding: 8px;
-    position: fixed;
-    bottom: 38px;
-    background: #5C6BC0;
-    width: 300px;
-    right: -300px;
-    font-size: 85%;
-}
+h1 a.toc-backref h2 a.toc-backref{color:#fff !important}
+.footer-donate {color:#fff !important;background-color:#616161 !important;padding:32px;display:block;width:100%;text-align:center;}
+.footer-donate h3{border:none !important;background:transparent;color:#fff !important;}
+.footer-donate p{margin:0 !important;text-align:center !important;font-size:14px;}
+.footer-donate a.donate-box{display:block;width:100%;float:none;padding:1.5rem;background-color:#4CAF50;color:#fff;font-weight:800;text-align:center;font-size:20px;box-shadow:0px 8px 15px rgba(0, 0, 0, 0.1);height:auto;}
+.footer-donate i{font-size:35px;}
+i{vertical-align:bottom !important;}
+.top-fixed .top-banner{position:fixed;background:#fff;z-index:9;right:0;top: 0;left:0;right:18%;max-width:772px;}
+.top-banner{transition:all .2s ease;}
+.top-fixed #body-donate{margin-bottom:0;}
+.top-fixed .text-content{margin-top:100px;}
+.donate-badge{position:fixed;bottom: 12px;z-index: 999999;left:40px;display:none;transition:all .2s ease;}
+.donate-badge.active{display:block;}
+#sidebar-bottom-list ul li{font-size:12px;text-align:inherit;}
+.toctree-wrapper ul li{text-align:inherit;}
+.side-top-link{color:#fff;text-align:center;display:block;padding:8px;position:fixed;bottom:38px;background:#5C6BC0;width:300px;right:-300px;font-size:85%;}
 #page.toggled .side-top-link{right:0}
+.top-links{display:inline-block;float:left;height:32px;width:auto;}
+.top-links a{display:block;height:32px;width:auto;padding:2px 10px;cursor:pointer;color:#fff;}
+.top-red a{background-color:#b41474;}
+.top-green a{background-color:#4CAF50;margin:0px 2px;}
+.top-blue a{background-color:#009ca7;}
+.top-red a:hover,.top-green a:hover,.top-blue a:hover{color:#000;}
+ul li p:last-child{margin-bottom: 24px !important;}
+a.side-donate{background-color:#66BB6A;margin:0px 2px;color:white;padding:2px 10px;}
+a.hover{background-color:#4CAF50;}
+@media screen and (max-width:768px){.top-red{display:none !important;}}
+.page-image{max-height:100%;max-width:100%;height:auto;display:inline-block;}
 
-
-
-.top-links {
-	display:inline-block;float:left;height:32px;width:auto;
-}
-.top-links a {
-	display:block;height:32px;width:auto;padding:2px 10px;cursor:pointer;color:#fff;
-}
-.top-red a {
-	background-color:#b41474;
-}
-.top-green a {
-	background-color:#4CAF50;
-	margin:0px 2px;
-}
-.top-blue a {
-	background-color:#009ca7;
-}
-.top-red a:hover, .top-green a:hover, .top-blue a:hover{color:#000;}
-@media screen and (max-width: 768px) {
-	.top-red{display:none !important;}
-}
-
-ul li p:last-child {margin-bottom: 24px !important;}
-
-a.side-donate{
-    background-color: #66BB6A;
-    margin: 0px 2px;
-    color: white;
-    padding: 2px 10px;
-}
-
-a.hover{
-    background-color: #4CAF50;
-}
 /* -------- make other colors -------- */
-
-.toctree-wrapper li.make-red >a {background-color: #ec407a;}
-.toctree-wrapper .make-red >a:hover {border-right: 5px #f48fb1 solid;}
-.toctree-wrapper li.make-red.toctree-l1 i {color: #f48fb1!important;}
-.toctree-wrapper li.make-red>ul>li>a {background-color: #f48fb1;}
-.toctree-wrapper li.make-red>ul>li>a:hover {border-right: 5px #ec407a solid;}
-
-.toctree-wrapper li.make-green >a {background-color: #00695c;}
-.toctree-wrapper .make-green >a:hover {border-right: 5px #4db6ac solid;}
-.toctree-wrapper li.make-green.toctree-l1 i {color: #4db6ac!important;}
-.toctree-wrapper li.make-green>ul>li>a {background-color: #4db6ac;}
-.toctree-wrapper li.make-green>ul>li>a:hover {border-right: 5px #00695c solid;}
-
-.toctree-wrapper li.make-black >a {background-color: #37474f;}
-.toctree-wrapper .make-black >a:hover {border-right: 5px #90a4ae solid;}
-.toctree-wrapper li.make-black.toctree-l1 i {color: #90a4ae!important;}
-.toctree-wrapper li.make-black>ul>li>a {background-color: #90a4ae;}
-.toctree-wrapper li.make-black>ul>li>a:hover {border-right: 5px #37474f solid;}
+.toctree-wrapper li.make-red >a{background-color:#ec407a;}
+.toctree-wrapper .make-red >a:hover{border-right:5px #f48fb1 solid;}
+.toctree-wrapper li.make-red.toctree-l1 i{color:#f48fb1!important;}
+.toctree-wrapper li.make-red>ul>li>a{background-color:#f48fb1;}
+.toctree-wrapper li.make-red>ul>li>a:hover{border-right:5px #ec407a solid;}
+
+.toctree-wrapper li.make-green >a{background-color:#00695c;}
+.toctree-wrapper .make-green >a:hover{border-right:5px #4db6ac solid;}
+.toctree-wrapper li.make-green.toctree-l1 i{color:#4db6ac!important;}
+.toctree-wrapper li.make-green>ul>li>a{background-color:#4db6ac;}
+.toctree-wrapper li.make-green>ul>li>a:hover{border-right:5px #00695c solid;}
+
+.toctree-wrapper li.make-black >a{background-color:#37474f;}
+.toctree-wrapper .make-black >a:hover{border-right:5px #90a4ae solid;}
+.toctree-wrapper li.make-black.toctree-l1 i{color:#90a4ae!important;}
+.toctree-wrapper li.make-black>ul>li>a{background-color:#90a4ae;}
+.toctree-wrapper li.make-black>ul>li>a:hover{border-right:5px #37474f solid;}
 
diff --git a/lessons/l02.rst b/lessons/l02.rst
index 6e7cf4c..e6bcf30 100644
--- a/lessons/l02.rst
+++ b/lessons/l02.rst
@@ -12,6 +12,7 @@
 .. figure:: /_static/pages/02-python-setup.jpg
     :align: center
     :alt: نصب و راه‌اندازی پایتون
+    :class: page-image
 
     Photo by `Bermix Studio <https://unsplash.com/photos/8tQ7rBFgPu8>`__
 
diff --git a/lessons/l03.rst b/lessons/l03.rst
index 2d51160..326836e 100644
--- a/lessons/l03.rst
+++ b/lessons/l03.rst
@@ -11,6 +11,7 @@
 .. figure:: /_static/pages/03-python-project-structure.jpg
     :align: center
     :alt: چگونگی ایجاد و اجرای یک پروژه پایتون
+    :class: page-image
 
     Photo by `Sam Moqadam <https://unsplash.com/photos/UkwbRZkt8zM>`__
 
diff --git a/lessons/l04.rst b/lessons/l04.rst
index 16841e6..e4c15ab 100644
--- a/lessons/l04.rst
+++ b/lessons/l04.rst
@@ -13,6 +13,7 @@
 .. figure:: /_static/pages/04-python-interactive-mode.jpg
     :align: center
     :alt: برنامه‌نویسی تعاملی با پایتون (interactive)
+    :class: page-image
 
     Photo by `Anton Maksimov juvnsky <https://unsplash.com/photos/3jDZM3rgpz8>`__
   
diff --git a/lessons/l05.rst b/lessons/l05.rst
index 9e40657..3b5b6e7 100644
--- a/lessons/l05.rst
+++ b/lessons/l05.rst
@@ -12,6 +12,7 @@
 .. figure:: /_static/pages/05-python-object-oriented-programming-concept.jpg
     :align: center
     :alt: مفهوم شی گرایی (Object-Oriented Programming)
+    :class: page-image
 
     Photo by `Lucas Benjamin <https://unsplash.com/photos/wQLAGv4_OYs>`__
 
diff --git a/lessons/l06.rst b/lessons/l06.rst
index e0868ab..d49e6ae 100644
--- a/lessons/l06.rst
+++ b/lessons/l06.rst
@@ -12,6 +12,7 @@
 .. figure:: /_static/pages/06-python-syntax.jpg
     :align: center
     :alt: سینتکس یا دستور نحو زبان پایتون
+    :class: page-image
 
     Photo by `Tim J <https://unsplash.com/photos/gM6k0JmHIBE>`__
   
diff --git a/lessons/l07.rst b/lessons/l07.rst
index ac60f89..70dfc1d 100644
--- a/lessons/l07.rst
+++ b/lessons/l07.rst
@@ -11,6 +11,7 @@
 .. figure:: /_static/pages/07-python-built-in-data-types-1.jpg
     :align: center
     :alt: انواع داده یا شی در پایتون: عددی و رشته
+    :class: page-image
 
     Photo by `Kristian Strand <https://unsplash.com/photos/p8gzCnZf39k>`__
 
diff --git a/lessons/l08.rst b/lessons/l08.rst
index 0639298..60b80f5 100644
--- a/lessons/l08.rst
+++ b/lessons/l08.rst
@@ -11,6 +11,7 @@
 .. figure:: /_static/pages/08-python-built-in-data-types-2.jpg
     :align: center
     :alt: انواع داده یا شی در پایتون: set ،dict ،tuple، list و None
+    :class: page-image
 
     Photo by `Natalia Y <https://unsplash.com/photos/Oxl_KBNqxGA>`__
   
diff --git a/lessons/l09.rst b/lessons/l09.rst
index 1d2f5c0..56c87be 100644
--- a/lessons/l09.rst
+++ b/lessons/l09.rst
@@ -11,6 +11,7 @@
 .. figure:: /_static/pages/09-python-if-else-for-while.jpg
     :align: center
     :alt: دستورهای کنترلی در پایتون
+    :class: page-image
 
     Photo by `Lynda Sanchez <https://unsplash.com/photos/GCbGxU4mBu0>`__
   
diff --git a/lessons/l10.rst b/lessons/l10.rst
index 9a6ea83..8d4797f 100644
--- a/lessons/l10.rst
+++ b/lessons/l10.rst
@@ -11,6 +11,7 @@
 .. figure:: /_static/pages/10-python-input-output-file.jpg
     :align: center
     :alt: فایل، ورودی و خروجی در پایتون - input, print, file
+    :class: page-image
 
     Photo by `Mr Cup / Fabien Barral <https://unsplash.com/photos/o6GEPQXnqMY>`__
   
diff --git a/lessons/l11.rst b/lessons/l11.rst
index e0f2fd1..3e04993 100644
--- a/lessons/l11.rst
+++ b/lessons/l11.rst
@@ -11,6 +11,7 @@
 .. figure:: /_static/pages/11-python-os-path-math.jpg
     :align: center
     :alt: کتابخانه استاندارد پایتون: math و os
+    :class: page-image
 
     Photo by `Yousef Espanioly <https://unsplash.com/photos/L6g30JaQ5Tc>`__
 
diff --git a/lessons/l12.rst b/lessons/l12.rst
index 604c179..7f6f189 100644
--- a/lessons/l12.rst
+++ b/lessons/l12.rst
@@ -11,6 +11,7 @@
 .. figure:: /_static/pages/12-python-function.jpg
     :align: center
     :alt: تابع در پایتون: تعریف، ارسال و تطابق آرگومان‌ها
+    :class: page-image
 
     Photo by `Josue Isai Ramos Figueroa <https://unsplash.com/photos/qvBYnMuNJ9A>`__
 
diff --git a/lessons/l13.rst b/lessons/l13.rst
index 479e0ab..0a0acd5 100644
--- a/lessons/l13.rst
+++ b/lessons/l13.rst
@@ -11,6 +11,7 @@
 .. figure:: /_static/pages/13-python-function-decorator-generator-coroutine-lambda.jpg
     :align: center
     :alt: تابع در پایتون: Coroutine ،Generator ،Decorator‌ و lambda
+    :class: page-image
 
     Photo by `Bill Oxford <https://unsplash.com/photos/-fGqsewtsJY>`__
 
diff --git a/lessons/l14.rst b/lessons/l14.rst
index 6ae9a3e..7ec4f15 100644
--- a/lessons/l14.rst
+++ b/lessons/l14.rst
@@ -12,6 +12,7 @@
 .. figure:: /_static/pages/14-python-function-recursive-memoization.jpg
     :align: center
     :alt: تابع در پایتون: تابع بازگشتی (Recursive) و Memoization
+    :class: page-image
 
     Photo by `Dan Freeman <https://unsplash.com/photos/WHPsxhB4mWQ>`__
 
diff --git a/lessons/l15.rst b/lessons/l15.rst
index 97a8f4b..cf13702 100644
--- a/lessons/l15.rst
+++ b/lessons/l15.rst
@@ -11,6 +11,7 @@
 .. figure:: /_static/pages/15-python-regex-1.jpg
     :align: center
     :alt: عبارات با قاعده (Regular Expression) یا RegEx در پایتون
+    :class: page-image
 
     Photo by `Ehud Neuhaus <https://unsplash.com/photos/RZaR1yos2NM>`__
 
diff --git a/lessons/l16.rst b/lessons/l16.rst
index d3b453c..0a6ef65 100644
--- a/lessons/l16.rst
+++ b/lessons/l16.rst
@@ -11,6 +11,7 @@
 .. figure:: /_static/pages/16-python-regex-re.jpg
     :align: center
     :alt: کتابخانه استاندارد پایتون: re
+    :class: page-image
 
     Photo by `Markus Winkler <https://unsplash.com/photos/afW1hht0NSs>`__
 
diff --git a/lessons/l17.rst b/lessons/l17.rst
index 1ebe440..4fde805 100644
--- a/lessons/l17.rst
+++ b/lessons/l17.rst
@@ -11,6 +11,7 @@
 .. figure:: /_static/pages/17-python-object-oriented-programming-class-object.jpg
     :align: center
     :alt: شی گرایی (OOP) در پایتون: تعریف کلاس و ایجاد شی
+    :class: page-image
 
     Photo by `Sarah Kilian <https://unsplash.com/photos/aObrctw3B7o>`__
 
diff --git a/lessons/l18.rst b/lessons/l18.rst
index 4985227..3558573 100644
--- a/lessons/l18.rst
+++ b/lessons/l18.rst
@@ -11,6 +11,7 @@
 .. figure:: /_static/pages/18-python-object-oriented-programming-inheritance-mro-mixin.jpg
     :align: center
     :alt: شی گرایی (OOP) در پایتون: وراثت (Inheritance)، Association و Mixin
+    :class: page-image
 
     Photo by `Vidar Nordli-Mathisen <https://unsplash.com/photos/s-vhziQHngM>`__
 
diff --git a/lessons/l19.rst b/lessons/l19.rst
index 60e89dc..db92567 100644
--- a/lessons/l19.rst
+++ b/lessons/l19.rst
@@ -11,6 +11,7 @@
 .. figure:: /_static/pages/19-python-object-oriented-programming-abstraction-metaclass.jpg
     :align: center
     :alt: شی گرایی (OOP) در پایتون: متا کلاس (Metaclass) و انتزاع (Abstraction)
+    :class: page-image
 
     Photo by `Giancarlo Revolledo <https://unsplash.com/photos/QOkr2RY4DT4>`__
   
diff --git a/lessons/l20.rst b/lessons/l20.rst
index b394a34..b5ee47b 100644
--- a/lessons/l20.rst
+++ b/lessons/l20.rst
@@ -11,6 +11,7 @@
 .. figure:: /_static/pages/20-python-object-oriented-programming-polymorphism-encapsulation.jpg
     :align: center
     :alt: شی گرایی (OOP) در پایتون: Encapsulation و چندریختی (Polymorphism)
+    :class: page-image
 
     Photo by `sanjiv nayak <https://unsplash.com/photos/yTR70oYHEQw>`__
 
diff --git a/lessons/l21.rst b/lessons/l21.rst
index cf58c71..4c45e5c 100644
--- a/lessons/l21.rst
+++ b/lessons/l21.rst
@@ -11,6 +11,7 @@
 .. figure:: /_static/pages/21-python-object-oriented-programming-property-descriptors.jpg
     :align: center
     :alt: شی گرایی (OOP) در پایتون: __Descriptors ، Context Manager ،Decorator ،__slots و property@
+    :class: page-image
 
     Photo by `Mathyas Kurmann <https://unsplash.com/photos/fb7yNPbT0l8>`__
   
diff --git a/lessons/l22.rst b/lessons/l22.rst
index 672a230..7ddaf51 100644
--- a/lessons/l22.rst
+++ b/lessons/l22.rst
@@ -11,6 +11,7 @@
 .. figure:: /_static/pages/22-python-object-oriented-programming-type-hinting-data-class.jpg
     :align: center
     :alt: شی گرایی (OOP) در پایتون: Type Hinting و دیتا کلاس (Data Class)
+    :class: page-image
 
     Photo by `Stefan Widua <https://unsplash.com/photos/vdds_nsH-FE>`__
 
diff --git a/lessons/l23.rst b/lessons/l23.rst
index e6c51d1..9bcd03c 100644
--- a/lessons/l23.rst
+++ b/lessons/l23.rst
@@ -11,6 +11,7 @@
 .. figure:: /_static/pages/23-python-exception-error-warning-try.jpg
     :align: center
     :alt: مدیریت خطا در پایتون: Exception ،Traceback و Exception Handling و try/except/else/finally
+    :class: page-image
 
     Photo by `krakenimages <https://unsplash.com/photos/8RXmc8pLX_I>`__
   
diff --git a/lessons/l24.rst b/lessons/l24.rst
index 6c3a69e..b12d16f 100644
--- a/lessons/l24.rst
+++ b/lessons/l24.rst
@@ -11,6 +11,7 @@
 .. figure:: /_static/pages/24-python-raise-exception-warning-assertion.jpg
     :align: center
     :alt: مدیریت خطا در پایتون:Warning ،raise Exception و Assertion
+    :class: page-image
 
     Photo by `Sandy Manoa <https://unsplash.com/photos/DnuC3-ZNBPQ>`__
   
diff --git a/lessons/l25.rst b/lessons/l25.rst
index bd1afdc..b1d28df 100644
--- a/lessons/l25.rst
+++ b/lessons/l25.rst
@@ -11,6 +11,7 @@
 .. figure:: /_static/pages/25-python-date-time-calendar.jpg
     :align: center
     :alt: زمان در پایتون: ماژول‌ datetime و timezone, timedelta, tzinfo
+    :class: page-image
 
     Photo by `Niloofar Kanani <https://unsplash.com/photos/a-dep2gUeRI>`__
   

From 2d4ebed6c4d70642e4779f15138ea80ca1d75b42 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Wed, 29 Mar 2023 22:56:23 +0330
Subject: [PATCH 07/79] upgrade sphinx

---
 .gitignore                                    |   1 +
 Makefile                                      | 200 +-----------
 conf.py                                       | 284 ------------------
 make.bat                                      | 252 +---------------
 requirements.txt                              |   2 +
 .../_static}/l02-add-path-on-windows.png      | Bin
 .../l02-install-python-on-windows.png         | Bin
 .../_static}/l03-interpreter.png              | Bin
 .../l05-Inheritance-Hierarchy-Sample.png      | Bin
 .../_static}/l05-car-class-object-sample.jpg  | Bin
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 ...programming-polymorphism-encapsulation.jpg | Bin
 ...ented-programming-property-descriptors.jpg | Bin
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 ...thon-raise-exception-warning-assertion.jpg | Bin
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 .../static/bootstrap.min.css                  |   0
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 .../static/pygment-solarized-light.css        |   0
 .../_templates}/sphinx_minoo_theme/theme.conf |   0
 source/conf.py                                |  30 ++
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 index.rst => source/index.rst                 |   0
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 log.rst => source/log.rst                     |   0
 preface.rst => source/preface.rst             |   0
 .../python-interactive.rst                    |   0
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 131 files changed, 66 insertions(+), 717 deletions(-)
 delete mode 100644 conf.py
 rename {_static => source/_static}/l02-add-path-on-windows.png (100%)
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 rename {_templates => source/_templates}/sphinx_minoo_theme/static/bootstrap.min.css (100%)
 rename {_templates => source/_templates}/sphinx_minoo_theme/static/bootstrap.min.js (100%)
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 rename {_templates => source/_templates}/sphinx_minoo_theme/static/favicon.ico (100%)
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 rename {_templates => source/_templates}/sphinx_minoo_theme/static/fonts/FontAwesome.otf (100%)
 rename {_templates => source/_templates}/sphinx_minoo_theme/static/fonts/Inconsolata-Bold.ttf (100%)
 rename {_templates => source/_templates}/sphinx_minoo_theme/static/fonts/Inconsolata.ttf (100%)
 rename {_templates => source/_templates}/sphinx_minoo_theme/static/fonts/Lato-Bold.ttf (100%)
 rename {_templates => source/_templates}/sphinx_minoo_theme/static/fonts/Lato-Regular.ttf (100%)
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 rename {_templates => source/_templates}/sphinx_minoo_theme/static/fonts/fontawesome-webfont.eot (100%)
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 rename {_templates => source/_templates}/sphinx_minoo_theme/static/fonts/fontawesome-webfont.ttf (100%)
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 rename {_templates => source/_templates}/sphinx_minoo_theme/static/jquery.js (100%)
 rename {_templates => source/_templates}/sphinx_minoo_theme/static/minoo-20210403.js (100%)
 rename {_templates => source/_templates}/sphinx_minoo_theme/static/minoo-20230203.css (100%)
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 rename {_templates => source/_templates}/sphinx_minoo_theme/static/modernizr.min.js (100%)
 rename {_templates => source/_templates}/sphinx_minoo_theme/static/pygment-solarized-light.css (100%)
 rename {_templates => source/_templates}/sphinx_minoo_theme/theme.conf (100%)
 create mode 100644 source/conf.py
 rename donate-report.rst => source/donate-report.rst (100%)
 rename index.rst => source/index.rst (100%)
 rename {lessons => source/lessons}/l01.rst (100%)
 rename {lessons => source/lessons}/l02.rst (100%)
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diff --git a/.gitignore b/.gitignore
index 05d9664..8fe3680 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,5 +1,6 @@
 # sphinx build folder
 _build
+build
 
 # Compiled source #
 ###################
diff --git a/Makefile b/Makefile
index 1eb4977..d0c3cbf 100644
--- a/Makefile
+++ b/Makefile
@@ -1,192 +1,20 @@
-# Makefile for Sphinx documentation
+# Minimal makefile for Sphinx documentation
 #
 
-# You can set these variables from the command line.
-SPHINXOPTS    =
-SPHINXBUILD   = sphinx-build
-PAPER         =
-BUILDDIR      = _build
-
-# User-friendly check for sphinx-build
-ifeq ($(shell which $(SPHINXBUILD) >/dev/null 2>&1; echo $$?), 1)
-$(error The '$(SPHINXBUILD)' command was not found. Make sure you have Sphinx installed, then set the SPHINXBUILD environment variable to point to the full path of the '$(SPHINXBUILD)' executable. Alternatively you can add the directory with the executable to your PATH. If you don't have Sphinx installed, grab it from http://sphinx-doc.org/)
-endif
-
-# Internal variables.
-PAPEROPT_a4     = -D latex_paper_size=a4
-PAPEROPT_letter = -D latex_paper_size=letter
-ALLSPHINXOPTS   = -d $(BUILDDIR)/doctrees $(PAPEROPT_$(PAPER)) $(SPHINXOPTS) .
-# the i18n builder cannot share the environment and doctrees with the others
-I18NSPHINXOPTS  = $(PAPEROPT_$(PAPER)) $(SPHINXOPTS) .
-
-.PHONY: help clean html dirhtml singlehtml pickle json htmlhelp qthelp devhelp epub latex latexpdf text man changes linkcheck doctest coverage gettext
+# You can set these variables from the command line, and also
+# from the environment for the first two.
+SPHINXOPTS    ?=
+SPHINXBUILD   ?= sphinx-build
+SOURCEDIR     = source
+BUILDDIR      = build
 
+# Put it first so that "make" without argument is like "make help".
 help:
-	@echo "Please use \`make <target>' where <target> is one of"
-	@echo "  html       to make standalone HTML files"
-	@echo "  dirhtml    to make HTML files named index.html in directories"
-	@echo "  singlehtml to make a single large HTML file"
-	@echo "  pickle     to make pickle files"
-	@echo "  json       to make JSON files"
-	@echo "  htmlhelp   to make HTML files and a HTML help project"
-	@echo "  qthelp     to make HTML files and a qthelp project"
-	@echo "  applehelp  to make an Apple Help Book"
-	@echo "  devhelp    to make HTML files and a Devhelp project"
-	@echo "  epub       to make an epub"
-	@echo "  latex      to make LaTeX files, you can set PAPER=a4 or PAPER=letter"
-	@echo "  latexpdf   to make LaTeX files and run them through pdflatex"
-	@echo "  latexpdfja to make LaTeX files and run them through platex/dvipdfmx"
-	@echo "  text       to make text files"
-	@echo "  man        to make manual pages"
-	@echo "  texinfo    to make Texinfo files"
-	@echo "  info       to make Texinfo files and run them through makeinfo"
-	@echo "  gettext    to make PO message catalogs"
-	@echo "  changes    to make an overview of all changed/added/deprecated items"
-	@echo "  xml        to make Docutils-native XML files"
-	@echo "  pseudoxml  to make pseudoxml-XML files for display purposes"
-	@echo "  linkcheck  to check all external links for integrity"
-	@echo "  doctest    to run all doctests embedded in the documentation (if enabled)"
-	@echo "  coverage   to run coverage check of the documentation (if enabled)"
-
-clean:
-	rm -rf $(BUILDDIR)/*
-
-html:
-	$(SPHINXBUILD) -b html $(ALLSPHINXOPTS) $(BUILDDIR)/html
-	@echo
-	@echo "Build finished. The HTML pages are in $(BUILDDIR)/html."
-
-dirhtml:
-	$(SPHINXBUILD) -b dirhtml $(ALLSPHINXOPTS) $(BUILDDIR)/dirhtml
-	@echo
-	@echo "Build finished. The HTML pages are in $(BUILDDIR)/dirhtml."
-
-singlehtml:
-	$(SPHINXBUILD) -b singlehtml $(ALLSPHINXOPTS) $(BUILDDIR)/singlehtml
-	@echo
-	@echo "Build finished. The HTML page is in $(BUILDDIR)/singlehtml."
-
-pickle:
-	$(SPHINXBUILD) -b pickle $(ALLSPHINXOPTS) $(BUILDDIR)/pickle
-	@echo
-	@echo "Build finished; now you can process the pickle files."
-
-json:
-	$(SPHINXBUILD) -b json $(ALLSPHINXOPTS) $(BUILDDIR)/json
-	@echo
-	@echo "Build finished; now you can process the JSON files."
-
-htmlhelp:
-	$(SPHINXBUILD) -b htmlhelp $(ALLSPHINXOPTS) $(BUILDDIR)/htmlhelp
-	@echo
-	@echo "Build finished; now you can run HTML Help Workshop with the" \
-	      ".hhp project file in $(BUILDDIR)/htmlhelp."
-
-qthelp:
-	$(SPHINXBUILD) -b qthelp $(ALLSPHINXOPTS) $(BUILDDIR)/qthelp
-	@echo
-	@echo "Build finished; now you can run "qcollectiongenerator" with the" \
-	      ".qhcp project file in $(BUILDDIR)/qthelp, like this:"
-	@echo "# qcollectiongenerator $(BUILDDIR)/qthelp/PythonPersianTutorial.qhcp"
-	@echo "To view the help file:"
-	@echo "# assistant -collectionFile $(BUILDDIR)/qthelp/PythonPersianTutorial.qhc"
-
-applehelp:
-	$(SPHINXBUILD) -b applehelp $(ALLSPHINXOPTS) $(BUILDDIR)/applehelp
-	@echo
-	@echo "Build finished. The help book is in $(BUILDDIR)/applehelp."
-	@echo "N.B. You won't be able to view it unless you put it in" \
-	      "~/Library/Documentation/Help or install it in your application" \
-	      "bundle."
-
-devhelp:
-	$(SPHINXBUILD) -b devhelp $(ALLSPHINXOPTS) $(BUILDDIR)/devhelp
-	@echo
-	@echo "Build finished."
-	@echo "To view the help file:"
-	@echo "# mkdir -p $$HOME/.local/share/devhelp/PythonPersianTutorial"
-	@echo "# ln -s $(BUILDDIR)/devhelp $$HOME/.local/share/devhelp/PythonPersianTutorial"
-	@echo "# devhelp"
-
-epub:
-	$(SPHINXBUILD) -b epub $(ALLSPHINXOPTS) $(BUILDDIR)/epub
-	@echo
-	@echo "Build finished. The epub file is in $(BUILDDIR)/epub."
-
-latex:
-	$(SPHINXBUILD) -b latex $(ALLSPHINXOPTS) $(BUILDDIR)/latex
-	@echo
-	@echo "Build finished; the LaTeX files are in $(BUILDDIR)/latex."
-	@echo "Run \`make' in that directory to run these through (pdf)latex" \
-	      "(use \`make latexpdf' here to do that automatically)."
-
-latexpdf:
-	$(SPHINXBUILD) -b latex $(ALLSPHINXOPTS) $(BUILDDIR)/latex
-	@echo "Running LaTeX files through pdflatex..."
-	$(MAKE) -C $(BUILDDIR)/latex all-pdf
-	@echo "pdflatex finished; the PDF files are in $(BUILDDIR)/latex."
-
-latexpdfja:
-	$(SPHINXBUILD) -b latex $(ALLSPHINXOPTS) $(BUILDDIR)/latex
-	@echo "Running LaTeX files through platex and dvipdfmx..."
-	$(MAKE) -C $(BUILDDIR)/latex all-pdf-ja
-	@echo "pdflatex finished; the PDF files are in $(BUILDDIR)/latex."
-
-text:
-	$(SPHINXBUILD) -b text $(ALLSPHINXOPTS) $(BUILDDIR)/text
-	@echo
-	@echo "Build finished. The text files are in $(BUILDDIR)/text."
-
-man:
-	$(SPHINXBUILD) -b man $(ALLSPHINXOPTS) $(BUILDDIR)/man
-	@echo
-	@echo "Build finished. The manual pages are in $(BUILDDIR)/man."
-
-texinfo:
-	$(SPHINXBUILD) -b texinfo $(ALLSPHINXOPTS) $(BUILDDIR)/texinfo
-	@echo
-	@echo "Build finished. The Texinfo files are in $(BUILDDIR)/texinfo."
-	@echo "Run \`make' in that directory to run these through makeinfo" \
-	      "(use \`make info' here to do that automatically)."
-
-info:
-	$(SPHINXBUILD) -b texinfo $(ALLSPHINXOPTS) $(BUILDDIR)/texinfo
-	@echo "Running Texinfo files through makeinfo..."
-	make -C $(BUILDDIR)/texinfo info
-	@echo "makeinfo finished; the Info files are in $(BUILDDIR)/texinfo."
-
-gettext:
-	$(SPHINXBUILD) -b gettext $(I18NSPHINXOPTS) $(BUILDDIR)/locale
-	@echo
-	@echo "Build finished. The message catalogs are in $(BUILDDIR)/locale."
-
-changes:
-	$(SPHINXBUILD) -b changes $(ALLSPHINXOPTS) $(BUILDDIR)/changes
-	@echo
-	@echo "The overview file is in $(BUILDDIR)/changes."
-
-linkcheck:
-	$(SPHINXBUILD) -b linkcheck $(ALLSPHINXOPTS) $(BUILDDIR)/linkcheck
-	@echo
-	@echo "Link check complete; look for any errors in the above output " \
-	      "or in $(BUILDDIR)/linkcheck/output.txt."
-
-doctest:
-	$(SPHINXBUILD) -b doctest $(ALLSPHINXOPTS) $(BUILDDIR)/doctest
-	@echo "Testing of doctests in the sources finished, look at the " \
-	      "results in $(BUILDDIR)/doctest/output.txt."
-
-coverage:
-	$(SPHINXBUILD) -b coverage $(ALLSPHINXOPTS) $(BUILDDIR)/coverage
-	@echo "Testing of coverage in the sources finished, look at the " \
-	      "results in $(BUILDDIR)/coverage/python.txt."
+	@$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
 
-xml:
-	$(SPHINXBUILD) -b xml $(ALLSPHINXOPTS) $(BUILDDIR)/xml
-	@echo
-	@echo "Build finished. The XML files are in $(BUILDDIR)/xml."
+.PHONY: help Makefile
 
-pseudoxml:
-	$(SPHINXBUILD) -b pseudoxml $(ALLSPHINXOPTS) $(BUILDDIR)/pseudoxml
-	@echo
-	@echo "Build finished. The pseudo-XML files are in $(BUILDDIR)/pseudoxml."
+# Catch-all target: route all unknown targets to Sphinx using the new
+# "make mode" option.  $(O) is meant as a shortcut for $(SPHINXOPTS).
+%: Makefile
+	@$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
diff --git a/conf.py b/conf.py
deleted file mode 100644
index b3bf58f..0000000
--- a/conf.py
+++ /dev/null
@@ -1,284 +0,0 @@
-# -*- coding: utf-8 -*-
-#
-# PythonPersianTutorial documentation build configuration file, created by
-# sphinx-quickstart on Fri Apr 10 21:44:04 2015.
-#
-# This file is execfile()d with the current directory set to its
-# containing dir.
-#
-# Note that not all possible configuration values are present in this
-# autogenerated file.
-#
-# All configuration values have a default; values that are commented out
-# serve to show the default.
-
-import sys
-import os
-import shlex
-
-# If extensions (or modules to document with autodoc) are in another directory,
-# add these directories to sys.path here. If the directory is relative to the
-# documentation root, use os.path.abspath to make it absolute, like shown here.
-#sys.path.insert(0, os.path.abspath('.'))
-
-# -- General configuration ------------------------------------------------
-
-# If your documentation needs a minimal Sphinx version, state it here.
-#needs_sphinx = '1.0'
-
-# Add any Sphinx extension module names here, as strings. They can be
-# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
-# ones.
-extensions = []
-
-# Add any paths that contain templates here, relative to this directory.
-templates_path = ['_templates']
-
-# The suffix(es) of source filenames.
-# You can specify multiple suffix as a list of string:
-# source_suffix = ['.rst', '.md']
-source_suffix = '.rst'
-
-# The encoding of source files.
-#source_encoding = 'utf-8-sig'
-
-# The master toctree document.
-master_doc = 'index'
-
-# General information about the project.
-project = u'کتاب آزاد آموزش زبان برنامه‌نویسی پایتون'
-copyright = u'2015, Saeid Darvish'
-author = u'Saeid Darvish'
-
-# The version info for the project you're documenting, acts as replacement for
-# |version| and |release|, also used in various other places throughout the
-# built documents.
-#
-# The short X.Y version.
-version = ''
-# The full version, including alpha/beta/rc tags.
-release = ''
-
-# The language for content autogenerated by Sphinx. Refer to documentation
-# for a list of supported languages.
-#
-# This is also used if you do content translation via gettext catalogs.
-# Usually you set "language" from the command line for these cases.
-language = 'fa'
-
-# There are two options for replacing |today|: either, you set today to some
-# non-false value, then it is used:
-#today = ''
-# Else, today_fmt is used as the format for a strftime call.
-#today_fmt = '%B %d, %Y'
-
-# List of patterns, relative to source directory, that match files and
-# directories to ignore when looking for source files.
-exclude_patterns = ['_build']
-
-# The reST default role (used for this markup: `text`) to use for all
-# documents.
-#default_role = None
-
-# If true, '()' will be appended to :func: etc. cross-reference text.
-#add_function_parentheses = True
-
-# If true, the current module name will be prepended to all description
-# unit titles (such as .. function::).
-#add_module_names = True
-
-# If true, sectionauthor and moduleauthor directives will be shown in the
-# output. They are ignored by default.
-#show_authors = False
-
-# The name of the Pygments (syntax highlighting) style to use.
-pygments_style = 'sphinx'
-
-# A list of ignored prefixes for module index sorting.
-#modindex_common_prefix = []
-
-# If true, keep warnings as "system message" paragraphs in the built documents.
-#keep_warnings = False
-
-# If true, `todo` and `todoList` produce output, else they produce nothing.
-todo_include_todos = False
-
-
-# -- Options for HTML output ----------------------------------------------
-
-# The theme to use for HTML and HTML Help pages.  See the documentation for
-# a list of builtin themes.
-html_theme = 'sphinx_minoo_theme'
-
-# Theme options are theme-specific and customize the look and feel of a theme
-# further.  For a list of options available for each theme, see the
-# documentation.
-#html_theme_options = {}
-
-# Add any paths that contain custom themes here, relative to this directory.
-html_theme_path = ['_templates']
-
-# The name for this set of Sphinx documents.  If None, it defaults to
-# "<project> v<release> documentation".
-html_title = project
-
-# A shorter title for the navigation bar.  Default is the same as html_title.
-#html_short_title = None
-
-# The name of an image file (relative to this directory) to place at the top
-# of the sidebar.
-#html_logo = None
-
-# The name of an image file (within the static path) to use as favicon of the
-# docs.  This file should be a Windows icon file (.ico) being 16x16 or 32x32
-# pixels large.
-#html_favicon = None
-
-# Add any paths that contain custom static files (such as style sheets) here,
-# relative to this directory. They are copied after the builtin static files,
-# so a file named "default.css" will overwrite the builtin "default.css".
-html_static_path = ['_static']
-
-# Add any extra paths that contain custom files (such as robots.txt or
-# .htaccess) here, relative to this directory. These files are copied
-# directly to the root of the documentation.
-#html_extra_path = []
-
-# If not '', a 'Last updated on:' timestamp is inserted at every page bottom,
-# using the given strftime format.
-html_last_updated_fmt = '%b %d, %Y'
-
-# If true, SmartyPants will be used to convert quotes and dashes to
-# typographically correct entities.
-#html_use_smartypants = True
-
-# Custom sidebar templates, maps document names to template names.
-#html_sidebars = {}
-
-# Additional templates that should be rendered to pages, maps page names to
-# template names.
-#html_additional_pages = {}
-
-# If false, no module index is generated.
-#html_domain_indices = True
-
-# If false, no index is generated.
-#html_use_index = True
-
-# If true, the index is split into individual pages for each letter.
-#html_split_index = False
-
-# If true, links to the reST sources are added to the pages.
-#html_show_sourcelink = True
-
-# If true, "Created using Sphinx" is shown in the HTML footer. Default is True.
-#html_show_sphinx = True
-
-# If true, "(C) Copyright ..." is shown in the HTML footer. Default is True.
-#html_show_copyright = True
-
-# If true, an OpenSearch description file will be output, and all pages will
-# contain a <link> tag referring to it.  The value of this option must be the
-# base URL from which the finished HTML is served.
-#html_use_opensearch = ''
-
-# This is the file name suffix for HTML files (e.g. ".xhtml").
-#html_file_suffix = None
-
-# Language to be used for generating the HTML full-text search index.
-# Sphinx supports the following languages:
-#   'da', 'de', 'en', 'es', 'fi', 'fr', 'hu', 'it', 'ja'
-#   'nl', 'no', 'pt', 'ro', 'ru', 'sv', 'tr'
-html_search_language = 'en'
-
-# A dictionary with options for the search language support, empty by default.
-# Now only 'ja' uses this config value
-#html_search_options = {'type': 'default'}
-
-# The name of a javascript file (relative to the configuration directory) that
-# implements a search results scorer. If empty, the default will be used.
-#html_search_scorer = 'scorer.js'
-
-# Output file base name for HTML help builder.
-htmlhelp_basename = 'PythonPersianTutorialdoc'
-
-# -- Options for LaTeX output ---------------------------------------------
-
-latex_elements = {
-# The paper size ('letterpaper' or 'a4paper').
-#'papersize': 'letterpaper',
-
-# The font size ('10pt', '11pt' or '12pt').
-#'pointsize': '10pt',
-
-# Additional stuff for the LaTeX preamble.
-#'preamble': '',
-
-# Latex figure (float) alignment
-#'figure_align': 'htbp',
-}
-
-# Grouping the document tree into LaTeX files. List of tuples
-# (source start file, target name, title,
-#  author, documentclass [howto, manual, or own class]).
-latex_documents = [
-  (master_doc, 'PythonPersianTutorial.tex', u'PythonPersianTutorial Documentation',
-   u'Saeid Darvish', 'manual'),
-]
-
-# The name of an image file (relative to this directory) to place at the top of
-# the title page.
-#latex_logo = None
-
-# For "manual" documents, if this is true, then toplevel headings are parts,
-# not chapters.
-#latex_use_parts = False
-
-# If true, show page references after internal links.
-#latex_show_pagerefs = False
-
-# If true, show URL addresses after external links.
-#latex_show_urls = False
-
-# Documents to append as an appendix to all manuals.
-#latex_appendices = []
-
-# If false, no module index is generated.
-#latex_domain_indices = True
-
-
-# -- Options for manual page output ---------------------------------------
-
-# One entry per manual page. List of tuples
-# (source start file, name, description, authors, manual section).
-man_pages = [
-    (master_doc, 'pythonpersiantutorial', u'PythonPersianTutorial Documentation',
-     [author], 1)
-]
-
-# If true, show URL addresses after external links.
-#man_show_urls = False
-
-
-# -- Options for Texinfo output -------------------------------------------
-
-# Grouping the document tree into Texinfo files. List of tuples
-# (source start file, target name, title, author,
-#  dir menu entry, description, category)
-texinfo_documents = [
-  (master_doc, 'PythonPersianTutorial', u'PythonPersianTutorial Documentation',
-   author, 'PythonPersianTutorial', 'One line description of project.',
-   'Miscellaneous'),
-]
-
-# Documents to append as an appendix to all manuals.
-#texinfo_appendices = []
-
-# If false, no module index is generated.
-#texinfo_domain_indices = True
-
-# How to display URL addresses: 'footnote', 'no', or 'inline'.
-#texinfo_show_urls = 'footnote'
-
-# If true, do not generate a @detailmenu in the "Top" node's menu.
-#texinfo_no_detailmenu = False
diff --git a/make.bat b/make.bat
index c062e90..747ffb7 100644
--- a/make.bat
+++ b/make.bat
@@ -1,62 +1,16 @@
 @ECHO OFF
 
+pushd %~dp0
+
 REM Command file for Sphinx documentation
 
 if "%SPHINXBUILD%" == "" (
 	set SPHINXBUILD=sphinx-build
 )
-set BUILDDIR=_build
-set ALLSPHINXOPTS=-d %BUILDDIR%/doctrees %SPHINXOPTS% .
-set I18NSPHINXOPTS=%SPHINXOPTS% .
-if NOT "%PAPER%" == "" (
-	set ALLSPHINXOPTS=-D latex_paper_size=%PAPER% %ALLSPHINXOPTS%
-	set I18NSPHINXOPTS=-D latex_paper_size=%PAPER% %I18NSPHINXOPTS%
-)
-
-if "%1" == "" goto help
-
-if "%1" == "help" (
-	:help
-	echo.Please use `make ^<target^>` where ^<target^> is one of
-	echo.  html       to make standalone HTML files
-	echo.  dirhtml    to make HTML files named index.html in directories
-	echo.  singlehtml to make a single large HTML file
-	echo.  pickle     to make pickle files
-	echo.  json       to make JSON files
-	echo.  htmlhelp   to make HTML files and a HTML help project
-	echo.  qthelp     to make HTML files and a qthelp project
-	echo.  devhelp    to make HTML files and a Devhelp project
-	echo.  epub       to make an epub
-	echo.  latex      to make LaTeX files, you can set PAPER=a4 or PAPER=letter
-	echo.  text       to make text files
-	echo.  man        to make manual pages
-	echo.  texinfo    to make Texinfo files
-	echo.  gettext    to make PO message catalogs
-	echo.  changes    to make an overview over all changed/added/deprecated items
-	echo.  xml        to make Docutils-native XML files
-	echo.  pseudoxml  to make pseudoxml-XML files for display purposes
-	echo.  linkcheck  to check all external links for integrity
-	echo.  doctest    to run all doctests embedded in the documentation if enabled
-	echo.  coverage   to run coverage check of the documentation if enabled
-	goto end
-)
-
-if "%1" == "clean" (
-	for /d %%i in (%BUILDDIR%\*) do rmdir /q /s %%i
-	del /q /s %BUILDDIR%\*
-	goto end
-)
-
-
-REM Check if sphinx-build is available and fallback to Python version if any
-%SPHINXBUILD% 2> nul
-if errorlevel 9009 goto sphinx_python
-goto sphinx_ok
+set SOURCEDIR=source
+set BUILDDIR=build
 
-:sphinx_python
-
-set SPHINXBUILD=python -m sphinx.__init__
-%SPHINXBUILD% 2> nul
+%SPHINXBUILD% >NUL 2>NUL
 if errorlevel 9009 (
 	echo.
 	echo.The 'sphinx-build' command was not found. Make sure you have Sphinx
@@ -65,199 +19,17 @@ if errorlevel 9009 (
 	echo.may add the Sphinx directory to PATH.
 	echo.
 	echo.If you don't have Sphinx installed, grab it from
-	echo.http://sphinx-doc.org/
+	echo.https://www.sphinx-doc.org/
 	exit /b 1
 )
 
-:sphinx_ok
-
-
-if "%1" == "html" (
-	%SPHINXBUILD% -b html %ALLSPHINXOPTS% %BUILDDIR%/html
-	if errorlevel 1 exit /b 1
-	echo.
-	echo.Build finished. The HTML pages are in %BUILDDIR%/html.
-	goto end
-)
-
-if "%1" == "dirhtml" (
-	%SPHINXBUILD% -b dirhtml %ALLSPHINXOPTS% %BUILDDIR%/dirhtml
-	if errorlevel 1 exit /b 1
-	echo.
-	echo.Build finished. The HTML pages are in %BUILDDIR%/dirhtml.
-	goto end
-)
-
-if "%1" == "singlehtml" (
-	%SPHINXBUILD% -b singlehtml %ALLSPHINXOPTS% %BUILDDIR%/singlehtml
-	if errorlevel 1 exit /b 1
-	echo.
-	echo.Build finished. The HTML pages are in %BUILDDIR%/singlehtml.
-	goto end
-)
-
-if "%1" == "pickle" (
-	%SPHINXBUILD% -b pickle %ALLSPHINXOPTS% %BUILDDIR%/pickle
-	if errorlevel 1 exit /b 1
-	echo.
-	echo.Build finished; now you can process the pickle files.
-	goto end
-)
-
-if "%1" == "json" (
-	%SPHINXBUILD% -b json %ALLSPHINXOPTS% %BUILDDIR%/json
-	if errorlevel 1 exit /b 1
-	echo.
-	echo.Build finished; now you can process the JSON files.
-	goto end
-)
-
-if "%1" == "htmlhelp" (
-	%SPHINXBUILD% -b htmlhelp %ALLSPHINXOPTS% %BUILDDIR%/htmlhelp
-	if errorlevel 1 exit /b 1
-	echo.
-	echo.Build finished; now you can run HTML Help Workshop with the ^
-.hhp project file in %BUILDDIR%/htmlhelp.
-	goto end
-)
-
-if "%1" == "qthelp" (
-	%SPHINXBUILD% -b qthelp %ALLSPHINXOPTS% %BUILDDIR%/qthelp
-	if errorlevel 1 exit /b 1
-	echo.
-	echo.Build finished; now you can run "qcollectiongenerator" with the ^
-.qhcp project file in %BUILDDIR%/qthelp, like this:
-	echo.^> qcollectiongenerator %BUILDDIR%\qthelp\PythonPersianTutorial.qhcp
-	echo.To view the help file:
-	echo.^> assistant -collectionFile %BUILDDIR%\qthelp\PythonPersianTutorial.ghc
-	goto end
-)
-
-if "%1" == "devhelp" (
-	%SPHINXBUILD% -b devhelp %ALLSPHINXOPTS% %BUILDDIR%/devhelp
-	if errorlevel 1 exit /b 1
-	echo.
-	echo.Build finished.
-	goto end
-)
-
-if "%1" == "epub" (
-	%SPHINXBUILD% -b epub %ALLSPHINXOPTS% %BUILDDIR%/epub
-	if errorlevel 1 exit /b 1
-	echo.
-	echo.Build finished. The epub file is in %BUILDDIR%/epub.
-	goto end
-)
-
-if "%1" == "latex" (
-	%SPHINXBUILD% -b latex %ALLSPHINXOPTS% %BUILDDIR%/latex
-	if errorlevel 1 exit /b 1
-	echo.
-	echo.Build finished; the LaTeX files are in %BUILDDIR%/latex.
-	goto end
-)
-
-if "%1" == "latexpdf" (
-	%SPHINXBUILD% -b latex %ALLSPHINXOPTS% %BUILDDIR%/latex
-	cd %BUILDDIR%/latex
-	make all-pdf
-	cd %~dp0
-	echo.
-	echo.Build finished; the PDF files are in %BUILDDIR%/latex.
-	goto end
-)
-
-if "%1" == "latexpdfja" (
-	%SPHINXBUILD% -b latex %ALLSPHINXOPTS% %BUILDDIR%/latex
-	cd %BUILDDIR%/latex
-	make all-pdf-ja
-	cd %~dp0
-	echo.
-	echo.Build finished; the PDF files are in %BUILDDIR%/latex.
-	goto end
-)
-
-if "%1" == "text" (
-	%SPHINXBUILD% -b text %ALLSPHINXOPTS% %BUILDDIR%/text
-	if errorlevel 1 exit /b 1
-	echo.
-	echo.Build finished. The text files are in %BUILDDIR%/text.
-	goto end
-)
-
-if "%1" == "man" (
-	%SPHINXBUILD% -b man %ALLSPHINXOPTS% %BUILDDIR%/man
-	if errorlevel 1 exit /b 1
-	echo.
-	echo.Build finished. The manual pages are in %BUILDDIR%/man.
-	goto end
-)
-
-if "%1" == "texinfo" (
-	%SPHINXBUILD% -b texinfo %ALLSPHINXOPTS% %BUILDDIR%/texinfo
-	if errorlevel 1 exit /b 1
-	echo.
-	echo.Build finished. The Texinfo files are in %BUILDDIR%/texinfo.
-	goto end
-)
-
-if "%1" == "gettext" (
-	%SPHINXBUILD% -b gettext %I18NSPHINXOPTS% %BUILDDIR%/locale
-	if errorlevel 1 exit /b 1
-	echo.
-	echo.Build finished. The message catalogs are in %BUILDDIR%/locale.
-	goto end
-)
-
-if "%1" == "changes" (
-	%SPHINXBUILD% -b changes %ALLSPHINXOPTS% %BUILDDIR%/changes
-	if errorlevel 1 exit /b 1
-	echo.
-	echo.The overview file is in %BUILDDIR%/changes.
-	goto end
-)
-
-if "%1" == "linkcheck" (
-	%SPHINXBUILD% -b linkcheck %ALLSPHINXOPTS% %BUILDDIR%/linkcheck
-	if errorlevel 1 exit /b 1
-	echo.
-	echo.Link check complete; look for any errors in the above output ^
-or in %BUILDDIR%/linkcheck/output.txt.
-	goto end
-)
-
-if "%1" == "doctest" (
-	%SPHINXBUILD% -b doctest %ALLSPHINXOPTS% %BUILDDIR%/doctest
-	if errorlevel 1 exit /b 1
-	echo.
-	echo.Testing of doctests in the sources finished, look at the ^
-results in %BUILDDIR%/doctest/output.txt.
-	goto end
-)
+if "%1" == "" goto help
 
-if "%1" == "coverage" (
-	%SPHINXBUILD% -b coverage %ALLSPHINXOPTS% %BUILDDIR%/coverage
-	if errorlevel 1 exit /b 1
-	echo.
-	echo.Testing of coverage in the sources finished, look at the ^
-results in %BUILDDIR%/coverage/python.txt.
-	goto end
-)
+%SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
+goto end
 
-if "%1" == "xml" (
-	%SPHINXBUILD% -b xml %ALLSPHINXOPTS% %BUILDDIR%/xml
-	if errorlevel 1 exit /b 1
-	echo.
-	echo.Build finished. The XML files are in %BUILDDIR%/xml.
-	goto end
-)
-
-if "%1" == "pseudoxml" (
-	%SPHINXBUILD% -b pseudoxml %ALLSPHINXOPTS% %BUILDDIR%/pseudoxml
-	if errorlevel 1 exit /b 1
-	echo.
-	echo.Build finished. The pseudo-XML files are in %BUILDDIR%/pseudoxml.
-	goto end
-)
+:help
+%SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O%
 
 :end
+popd
diff --git a/requirements.txt b/requirements.txt
index e69de29..3feb227 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -0,0 +1,2 @@
+sphinx
+sphinxcontrib.jquery
\ No newline at end of file
diff --git a/_static/l02-add-path-on-windows.png b/source/_static/l02-add-path-on-windows.png
similarity index 100%
rename from _static/l02-add-path-on-windows.png
rename to source/_static/l02-add-path-on-windows.png
diff --git a/_static/l02-install-python-on-windows.png b/source/_static/l02-install-python-on-windows.png
similarity index 100%
rename from _static/l02-install-python-on-windows.png
rename to source/_static/l02-install-python-on-windows.png
diff --git a/_static/l03-interpreter.png b/source/_static/l03-interpreter.png
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diff --git a/_templates/sphinx_minoo_theme/static/modernizr.min.js b/source/_templates/sphinx_minoo_theme/static/modernizr.min.js
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rename to source/_templates/sphinx_minoo_theme/static/modernizr.min.js
diff --git a/_templates/sphinx_minoo_theme/static/pygment-solarized-light.css b/source/_templates/sphinx_minoo_theme/static/pygment-solarized-light.css
similarity index 100%
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rename to source/_templates/sphinx_minoo_theme/static/pygment-solarized-light.css
diff --git a/_templates/sphinx_minoo_theme/theme.conf b/source/_templates/sphinx_minoo_theme/theme.conf
similarity index 100%
rename from _templates/sphinx_minoo_theme/theme.conf
rename to source/_templates/sphinx_minoo_theme/theme.conf
diff --git a/source/conf.py b/source/conf.py
new file mode 100644
index 0000000..f413f7e
--- /dev/null
+++ b/source/conf.py
@@ -0,0 +1,30 @@
+# Configuration file for the Sphinx documentation builder.
+#
+# For the full list of built-in configuration values, see the documentation:
+# https://www.sphinx-doc.org/en/master/usage/configuration.html
+
+# -- Project information -----------------------------------------------------
+# https://www.sphinx-doc.org/en/master/usage/configuration.html#project-information
+
+project = 'PythonPersianTutorial'
+copyright = '2015, Saeid Darvish'
+author = 'Saeid Darvish'
+
+# -- General configuration ---------------------------------------------------
+# https://www.sphinx-doc.org/en/master/usage/configuration.html#general-configuration
+
+extensions = ["sphinxcontrib.jquery"]
+
+templates_path = ['_templates']
+exclude_patterns = []
+
+language = 'fa'
+
+master_doc = 'index'
+
+# -- Options for HTML output -------------------------------------------------
+# https://www.sphinx-doc.org/en/master/usage/configuration.html#options-for-html-output
+
+html_theme = 'sphinx_minoo_theme'
+html_theme_path = ["_templates"]
+html_static_path = ['_static']
diff --git a/donate-report.rst b/source/donate-report.rst
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rename to source/donate-report.rst
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From f2ec9f69cd748489885f64bb95f20ed447f476a7 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Thu, 30 Mar 2023 00:30:59 +0330
Subject: [PATCH 08/79] added Dockerfile

---
 Dockerfile | 14 ++++++++++++++
 1 file changed, 14 insertions(+)
 create mode 100644 Dockerfile

diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..935986d
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,14 @@
+FROM python:3.11.2-alpine
+
+WORKDIR /docs
+
+EXPOSE 80:8000
+
+COPY source /docs/
+COPY requirements.txt /docs/requirements.txt
+
+RUN python -m pip install --upgrade pip \
+ && python -m pip install -r requirements.txt \
+ && python -m sphinx.cmd.build . _build
+
+ENTRYPOINT ["sh", "-c", "cd _build && python -m http.server"]

From d2e998d6bebb58a5ee0e76ddfc00cf3a38bd90af Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Thu, 30 Mar 2023 00:32:03 +0330
Subject: [PATCH 09/79] Update README.md

---
 README.md | 77 +++++++++++++++++++++++++++++++++++++++++++++++--------
 1 file changed, 67 insertions(+), 10 deletions(-)

diff --git a/README.md b/README.md
index 8d302b1..016e952 100644
--- a/README.md
+++ b/README.md
@@ -1,16 +1,73 @@
-Python Book (Persian)
-=====
+# Python in Persian
 
 [![Documentation Status](https://readthedocs.org/projects/pythonpersiantutorial/badge/?version=latest)](https://readthedocs.org/projects/pythonpersiantutorial/?badge=latest)
 
-A free, online python book in persian. This book currently is under development but every time you can read last release in :
-http://python.coderz.ir
+This is an open-source and online book that provides a comprehensive tutorial on the Python programming language in Persian. The book is available at [python.coderz.ir](https://python.coderz.ir/) and covers a wide range of topics, including:
 
-by :
-* [Saeid Darvish](https://twitter.com/saeiddrv)
+- Introduction
+- Setup and starting a new project
+- Data types
+- Control flow statements
+- Functions
+- Object-oriented programming
+- Exception handling
+- File handling
+- Regular expressions
+- Debugging techniques
+- Date and Time
 
-Feel free to contribute :)
+This book is designed for Persian-speaking learners who have no prior experience with programming languages. The book covers all the essential topics, from basic to intermediate programming, and each chapter includes code examples to help learners reinforce their understanding of the material.
+
+## Getting Started
+
+To get started with the book:
+
+- Simply visit [python.coderz.ir](https://python.coderz.ir/) and start reading. 
+
+- Download the source code from GitHub and run it on your local machine:
+
+  ```
+  $ git clone https://github.com/saeiddrv/PythonPersianTutorial.git
+  
+  $ pip install -U pip
+  $ pip install virtualenv
+  $ python -m virtualenv .pypr-venv
+  $ source .pypr-venv/bin/activate
+  
+  $ cd PythonPersianTutorial
+  $ pip install -r requirements.txt
+  
+  $ make html
+  
+  $ cd ./build/html
+  $ python -m http.server
+  ```
+  
+- Download the source code from GitHub and run it with Docker:
+  
+  ```
+  $ git clone https://github.com/saeiddrv/PythonPersianTutorial.git
+  
+  $ cd PythonPersianTutorial
+  
+  $ docker build -t pypersian .
+  $ docker run -d --name pypersian -p 80:8000 pypersian
+  ```
+ 
+
+## Contributions
+
+If you'd like to contribute to the book, you can fork the repository on GitHub and submit a pull request with your changes. You can also open an issue to **report errors**.
+
+## Credits
+
+This book was authored by **Saeid Darvish**.
+
+## License
+
+This book is licensed under the [Creative Commons Attribution-NonCommercial-ShareAlike 4.0](http://creativecommons.org/licenses/by-nc/4.0/) International Public License, which means you can use, copy, modify, merge, publish, distribute of the book for non-commercial purposes.
+
+## Acknowledgments
+
+Special thanks to the Python community and the contributors of open-source Python packages and libraries, without whom this book would not have been possible.
 
-License
------
-<a rel="license" href="http://creativecommons.org/licenses/by-nc/4.0/"><img alt="Creative Commons License" style="border-width:0" src="https://i.creativecommons.org/l/by-nc/4.0/88x31.png" /></a><br /><span xmlns:dct="http://purl.org/dc/terms/" href="http://purl.org/dc/dcmitype/Text" property="dct:title" rel="dct:type">Python Persian Tutorial</span> by <a xmlns:cc="http://creativecommons.org/ns#" href="https://twitter.com/saeiddrv" property="cc:attributionName" rel="cc:attributionURL">Saeid Darvish</a> is licensed under a <a rel="license" href="http://creativecommons.org/licenses/by-nc/4.0/">Creative Commons Attribution-NonCommercial 4.0 International License</a>.<br />Based on a work at <a xmlns:dct="http://purl.org/dc/terms/" href="http://python.coderz.ir/" rel="dct:source">http://python.coderz.ir/</a>.

From 41a0b6094a152c54b67ed314d20e3dbb9c49d60e Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Thu, 30 Mar 2023 00:57:09 +0330
Subject: [PATCH 10/79] Update README.md

---
 README.md | 18 ++++++++++--------
 1 file changed, 10 insertions(+), 8 deletions(-)

diff --git a/README.md b/README.md
index 016e952..36d320f 100644
--- a/README.md
+++ b/README.md
@@ -16,11 +16,11 @@ This is an open-source and online book that provides a comprehensive tutorial on
 - Debugging techniques
 - Date and Time
 
-This book is designed for Persian-speaking learners who have no prior experience with programming languages. The book covers all the essential topics, from basic to intermediate programming, and each chapter includes code examples to help learners reinforce their understanding of the material.
+This book is designed for Persian-speaking learners without prior experience with programming languages. The book covers all the essential topics, from basic to intermediate programming, and each chapter includes code examples to help learners understand the material.
 
 ## Getting Started
 
-To get started with the book:
+To get started with this book, you can:
 
 - Simply visit [python.coderz.ir](https://python.coderz.ir/) and start reading. 
 
@@ -31,8 +31,8 @@ To get started with the book:
   
   $ pip install -U pip
   $ pip install virtualenv
-  $ python -m virtualenv .pypr-venv
-  $ source .pypr-venv/bin/activate
+  $ python -m virtualenv .venv
+  $ source .venv/bin/activate
   
   $ cd PythonPersianTutorial
   $ pip install -r requirements.txt
@@ -40,10 +40,11 @@ To get started with the book:
   $ make html
   
   $ cd ./build/html
-  $ python -m http.server
+  $ python -m http.server 8000
   ```
+  then visit http://127.0.0.1:8000:
   
-- Download the source code from GitHub and run it with Docker:
+- Download the source code from GitHub and run it in Docker:
   
   ```
   $ git clone https://github.com/saeiddrv/PythonPersianTutorial.git
@@ -53,6 +54,7 @@ To get started with the book:
   $ docker build -t pypersian .
   $ docker run -d --name pypersian -p 80:8000 pypersian
   ```
+  then visit http://127.0.0.1
  
 
 ## Contributions
@@ -61,11 +63,11 @@ If you'd like to contribute to the book, you can fork the repository on GitHub a
 
 ## Credits
 
-This book was authored by **Saeid Darvish**.
+This book was authored by [**Saeid Darvish**](https://saeiddrv.github.io).
 
 ## License
 
-This book is licensed under the [Creative Commons Attribution-NonCommercial-ShareAlike 4.0](http://creativecommons.org/licenses/by-nc/4.0/) International Public License, which means you can use, copy, modify, merge, publish, distribute of the book for non-commercial purposes.
+This book is licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International Public License, which means you are free to use, copy, modify, merge, publish, and distribute the book for non-commercial purposes. Please see the [license](https://creativecommons.org/licenses/by-nc-sa/4.0/) for more details.
 
 ## Acknowledgments
 

From 9bf62d74c51c7d77e118019455a584de027e153e Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Thu, 30 Mar 2023 03:08:19 +0330
Subject: [PATCH 11/79] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 36d320f..4ec3c60 100644
--- a/README.md
+++ b/README.md
@@ -42,7 +42,7 @@ To get started with this book, you can:
   $ cd ./build/html
   $ python -m http.server 8000
   ```
-  then visit http://127.0.0.1:8000:
+  then visit http://127.0.0.1:8000
   
 - Download the source code from GitHub and run it in Docker:
   

From 494bfc6d1b051c5b076b0878470e99a44f385f0a Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Fri, 31 Mar 2023 14:00:02 +0330
Subject: [PATCH 12/79] edited preface

---
 source/preface.rst | 15 ++++++++++-----
 1 file changed, 10 insertions(+), 5 deletions(-)

diff --git a/source/preface.rst b/source/preface.rst
index e006080..d3d0b48 100644
--- a/source/preface.rst
+++ b/source/preface.rst
@@ -1,22 +1,27 @@
 پیش‌گفتار
 ==========
 
-آنچه در این کتاب نوشته می‌شود حاصل یادگیری‌های شخصی از منابع مختلف در دسترس مرتبط با آموزش پایتون می‌باشد؛ یک یادداشت شخصی ولی منسجم! که سعی می‌شود منطبق با مستندات اصلی زبان برنامه‌نویسی پایتون باشد.
+آنچه در این کتاب گرد آمده، حاصل یادگیری‌های شخصی از منابع مختلف و در دسترس مرتبط با آموزش پایتون است؛ یک یادداشت شخصی ولی منسجم. با این حال نمی‌توان این کتاب را ترجمه یا برداشت از یک یا چند منبع مشخص دانست. چرا که هر موضوعی پیش از نوشتن، پیش‌نیازهای آن برآورد و کاملا با مستندات اصلی زبان پایتون هماهنگ شده است. این رویه درنهایت منجر به ایجاد طرحی جدا از منابع متداول آموزشی شده است به گونه‌ای که میتوان این کتاب را یک نسخه ساده شده و روان از مستندات پایتون همراه با پیش‌نیازهای آن به زبان پارسی در نظر گرفت!
 
+همانند پایتون، تمرکز این کتاب نیز بر سادگی گذاشته شده  و تلاش گشته تا هر زمان که نیاز به دانستن موضوعی عمومی یا جدا از زبان پایتون بوده، آن موضوع نیز بیان شود. به همین دلیل، مطالعه این کتاب برای افرادی که پیش‌تر تجربه برنامه‌نویسی نداشته‌اند نیز کاملا مناسب خواهد بود. تمامی دروس سطح‌بندی شده‌اند و تا سطح متوسط برنامه‌نویسی با زبان پایتون را پوشش می‌دهند. سطوح در نظر گرفته شده در این کتاب عبارتند از: پایه (دروس یکم تا پنجم)، مقدماتی (دروس ششم تا یازدهم) و متوسط (دروس دوازدهم تا بیست و پنجم).
 
-|
+دروس کتاب بروز خواهند ماند ولی هیچ تصمیمی برای ادامه دروس کتاب با هدف گذر از سطح متوسط وجود ندارد. چرا که عبور از این سطح به میزان تجربه افراد در برنامه‌نویسی و همینطور حوزه تخصصی آن‌ها باز می‌گردد و اینکه انتظار می‌رود یک برنامه‌نویس به تدریج قدرت اتکا به منابع دست اول و مستندات فنی را به دست آورد.
 
-کامل‌ترین منبع برای یادگیری یک زبان برنامه‌نویسی، مستندات اصلی آن است که با کمی تسلط به زبان انگلیسی می‌توانید از آن‌ها بهره‌مند شوید. مشکل اینجاست که حجم این مستندات زیاد بوده و ممکن است همراه با کلماتی تخصصی باشند که برای کاربران جدید کمی نامفهوم هستند. هدف اصلی این کتاب در کنار آموزش زبان برنامه‌نویسی پایتون، نزدیک کردن کاربران به مستندات اصلی آن است. تلاش بر این است که در کنار ارايه توضیحات روان و کافی در هر بخش، لینک به صفحه مستندات اصلی پایتون نیز ارائه شود، مفاهیم و کلمات کلیدی با زبان اصلی (انگلیسی) ذکر شوند که امکان جستجوی بیشتر در اینترنت نیز برای خوانندگان فراهم باشد. همچنین سعی می‌شود هیچ نکته و مفهومی بدون ذکر نمونه کد و مثال باقی نماند و برای هر بخش پس از پایان، جای ابهامی باقی نگذارد.
+کامل‌ترین منبع برای استفاده از یک زبان برنامه‌نویسی، مستندات اصلی آن است که با کمی تسلط به زبان انگلیسی می‌توان از آن‌ها بهره‌مند شد. مشکل اینجاست که حجم این مستندات زیاد بوده و ممکن است همراه با واژگان تخصصی باشند که برای کاربران جدید کمی نامفهوم خواهند بود. هدف اصلی این کتاب در کنار آموزش زبان برنامه‌نویسی پایتون، نزدیک کردن کاربران به مستندات اصلی آن است. تلاش شده در کنار ارايه توضیحات روان و کافی در هر بخش، لینک به صفحه مستندات اصلی پایتون نیز ارائه شود، مفاهیم و کلمات کلیدی با زبان اصلی (انگلیسی) ذکر شوند تا امکان جستجوی بیشتر در اینترنت نیز برای خوانندگان فراهم باشد. همچنین سعی شده هیچ نکته و مفهومی بدون ذکر نمونه کد و مثال بیان نشود به این امید که پس از پایان هر بخش، جای ابهامی برای خوانندگان باقی نمانده باشد.
 
 |
 
 این کتاب متن‌باز و آزاد است که سورس آن به منظور امکان مشارکت عمومی در توسعه و همچنین بهره‌برداری‌های آزاد متناسب با مجوز انتشار آن، بر روی `گیت‌هاب <https://github.com/saeiddrv/PythonPersianTutorial>`__ قرار داده شده است. 
 
+----
+
+از جامعه کابران پایتون در سراسر جهان و از تمام افرادی که به گونه‌ای مشوق من در ادامه این کتاب بوده‌اند سپاسگذارم. از بلاگ کدرز و همینطور دوست عزیزم سجاد شکری که همیشه مشوق و راهنمای من بوده به صورت ویژه سپاسگذارم.
+
 |
 
-در نهایت امیدوارم مطالعه این کتاب برایتان مفید باشد.
+با نهایت احترام، تقدیم به دختران سرزمینم - ایران ✌️
 
-`سعید درویش <https://wiki.python.org/moin/SaeidDarvish>`__  - `تماس با من <mailto:python@coderz.ir>`__  
+`سعید درویش <https://wiki.python.org/moin/SaeidDarvish>`__ 
 
 
 

From 4ce9909e27a39a80a4f0f4ea003d4c850f1bce0b Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Fri, 31 Mar 2023 14:17:25 +0330
Subject: [PATCH 13/79] changed title

---
 source/conf.py   | 2 +-
 source/index.rst | 8 ++++----
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/source/conf.py b/source/conf.py
index f413f7e..2a4cd22 100644
--- a/source/conf.py
+++ b/source/conf.py
@@ -6,7 +6,7 @@
 # -- Project information -----------------------------------------------------
 # https://www.sphinx-doc.org/en/master/usage/configuration.html#project-information
 
-project = 'PythonPersianTutorial'
+project = 'پایتون به پارسی'
 copyright = '2015, Saeid Darvish'
 author = 'Saeid Darvish'
 
diff --git a/source/index.rst b/source/index.rst
index e0ea0d3..e100e1b 100644
--- a/source/index.rst
+++ b/source/index.rst
@@ -1,12 +1,12 @@
 .. role:: emoji-size
 
 .. meta::
-   :description: کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون به فارسی - صفحه نخست
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - صفحه نخست
    :keywords: پایتون, آموزش, آموزش برنامه نویسی, آموزش پایتون, برنامه نویسی, کتاب آموزش, آموزش فارسی, کتاب آزاد, پایتون نسخه 
 
 
 
-کتاب آزاد آموزش زبان برنامه‌نویسی پایتون
+پایتون به پارسی
 ==================================================
 
 
@@ -14,13 +14,13 @@
 
                           .-=-.          .--.
               __        .'     '.       /  " )
-      _     .'  '.     /   .-.   \     /  .-'\                     PYTHON TUTORIAL
+      _     .'  '.     /   .-.   \     /  .-'\                    PYTHON
      ( \   / .-.  \   /   /   \   \   /  /    ^                         IN PERSIAN
       \ `-` /   \  `-'   /     \   `-`  /             "BATTERIES INCLUDED", ENJOY!
     jgs`-.-`     '.____.'       `.____.'
 
 
-این کتاب تلاشی است برای آموزش زبان برنامه‌نویسی پایتون (Python) بر پایه‌ پیاده‌سازی استاندارد آن (CPython)، به شکلی کامل و ساده که بتواند هر دو شاخه از پایتون (نسخه‌های 3x و 2x) را البته با محوریت نسخه 3x (به خصوص از درس هفدهم به بعد) پوشش دهد و همچنین برای افرادی که تاکنون سابقه‌ برنامه‌نویسی نداشته‌اند نیز کاربردی و مفید باشد. یادگیری پایتون نیازی به پیش‌زمینه برنامه‌نویسی ندارد و تنها پیش‌نیاز آن علاقه خوانندگان به فن برنامه‌نویسی است. 
+این کتاب تلاشی است برای آموزش زبان برنامه‌نویسی پایتون (Python) بر پایه‌ پیاده‌سازی استاندارد آن (CPython)، به زبانی ساده و روان که بتواند برای افرادی که تاکنون پیشینه برنامه‌نویسی نداشته‌اند نیز کاربردی و مفید باشد. مطالعه این کتاب نیازی به پیش‌زمینه برنامه‌نویسی ندارد و تنها پیش‌نیاز آن علاقه خوانندگان به فن برنامه‌نویسی است. 
 
 .. toctree::
    :maxdepth: 6

From 8d1f87b625548627611f24e106f1ddeecb2e8f15 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Fri, 31 Mar 2023 21:20:44 +0330
Subject: [PATCH 14/79] edited l01

---
 .../sphinx_minoo_theme/includes/header.html   |   4 +-
 ...{minoo-20230203.css => minoo-20230401.css} |   0
 .../{minoo-20210403.js => minoo-20230401.js}  |   7 ++
 source/lessons/l01.rst                        | 115 ++++++++++--------
 4 files changed, 71 insertions(+), 55 deletions(-)
 rename source/_templates/sphinx_minoo_theme/static/{minoo-20230203.css => minoo-20230401.css} (100%)
 rename source/_templates/sphinx_minoo_theme/static/{minoo-20210403.js => minoo-20230401.js} (97%)

diff --git a/source/_templates/sphinx_minoo_theme/includes/header.html b/source/_templates/sphinx_minoo_theme/includes/header.html
index da109bb..6fdece4 100644
--- a/source/_templates/sphinx_minoo_theme/includes/header.html
+++ b/source/_templates/sphinx_minoo_theme/includes/header.html
@@ -39,7 +39,7 @@
 {% if theme_direction == "ltr" %}
     <link rel="stylesheet" type=text/css href="{{ pathto('_static/minoo-ltr.css', 1) }}">
 {% else %}
-    <link rel="stylesheet" type=text/css href="{{ pathto('_static/minoo-20230203.css', 1) }}">
+    <link rel="stylesheet" type=text/css href="{{ pathto('_static/minoo-20230401.css', 1) }}">
 {% endif %}
 
 {%- block linktags %}
@@ -100,7 +100,7 @@
     </script>
 {% endif %}
 
-<script type="text/javascript" src="{{ pathto('_static/minoo-20210403.js', 1) }}"></script>
+<script type="text/javascript" src="{{ pathto('_static/minoo-20230401.js', 1) }}"></script>
 <script type="text/javascript" src="{{ pathto('_static/modernizr.min.js', 1) }}"></script>
 
  <script async defer src="https://buttons.github.io/buttons.js"></script>
diff --git a/source/_templates/sphinx_minoo_theme/static/minoo-20230203.css b/source/_templates/sphinx_minoo_theme/static/minoo-20230401.css
similarity index 100%
rename from source/_templates/sphinx_minoo_theme/static/minoo-20230203.css
rename to source/_templates/sphinx_minoo_theme/static/minoo-20230401.css
diff --git a/source/_templates/sphinx_minoo_theme/static/minoo-20210403.js b/source/_templates/sphinx_minoo_theme/static/minoo-20230401.js
similarity index 97%
rename from source/_templates/sphinx_minoo_theme/static/minoo-20210403.js
rename to source/_templates/sphinx_minoo_theme/static/minoo-20230401.js
index 0009e38..eadb36e 100644
--- a/source/_templates/sphinx_minoo_theme/static/minoo-20210403.js
+++ b/source/_templates/sphinx_minoo_theme/static/minoo-20230401.js
@@ -152,6 +152,13 @@ $( document ).ready(function() {
     $('#sidebar-bottom').animate({scrollTop: pos.top - 232 }, "slow");
 
 
+    // Fixing the lists
+    // $("ul li p").each(function(){
+    //     var value = $(this).html();
+    //     $(this).replaceWith(value);
+    // });
+
+
 });
 
 $( window ).resize(function() {
diff --git a/source/lessons/l01.rst b/source/lessons/l01.rst
index f31d350..c909a71 100644
--- a/source/lessons/l01.rst
+++ b/source/lessons/l01.rst
@@ -6,6 +6,8 @@
 
 
 
+.. _lesson_header: 
+
 درس ۰۱: آشنایی با زبان برنامه‌نویسی پایتون
 =================================================
 
@@ -17,7 +19,7 @@
     Photo by `Michael Olsen <https://unsplash.com/photos/-djS1aPrSr4>`__
   
 
-این درس با بیان تاریخچه ایجاد **زبان برنامه‌نویسی پایتون** شروع و با توصیفی کوتاه و شرح ویژگی‌های آن ادامه می‌یابد؛ در شرح ویژگی‌ها سعی شده است کمی نیز توضیحات غیرپایتونی برای درک بهتر موضوعات ارایه گردد. همچنین در مورد کارایی پایتون و  این موضوع که چرا در حال حاضر دو شاخه متفاوت از این زبان وجود دارد نیز صحبت شده است. هدف این درس ایجاد یک پیش‌زمینه‌ بدون ابهام از پایتون است! به این امید که مفید باشد و بتواند شما را به یادگیری این زبان تشویق کند :emoji-size:`😉`.
+این درس با بیان تاریخچه ایجاد **زبان برنامه‌نویسی پایتون** شروع و با توصیفی کوتاه و شرح ویژگی‌های آن ادامه می‌یابد؛ در شرح ویژگی‌ها سعی شده است کمی نیز توضیحات غیرپایتونی برای درک بهتر موضوعات ارایه گردد. همچنین در مورد کارایی پایتون و سابقه نسخه‌های آن نیز صحبت شده است. هدف این درس ایجاد یک پیش‌زمینه‌ بدون ابهام از پایتون است! به این امید که مفید باشد و بتواند شما را به یادگیری این زبان تشویق کند :emoji-size:`😉`.
 
 :emoji-size:`✔` سطح: پایه
 
@@ -28,33 +30,72 @@
 
 ----
 
+
+.. _python-history: 
+
 تاریخچه
 ---------
+
 داستان [#f1]_ پایتون از اواخر سال ۱۹۸۲ میلادی آغاز می‌شود، سالی که آقای `روسوم <http://www.python.org/~guido/>`_ پس از پایان دانشگاه به عنوان یک برنامه‌نویس وارد تیم توسعه‌ زبان ABC در مرکز `CWI <http://en.wikipedia.org/wiki/Centrum_Wiskunde_%26_Informatica>`_ واقع در آمستردام هلند می‌شود. `ABC <http://en.wikipedia.org/wiki/Abc_programming_language>`_ یک زبان برنامه‌نویسی تفسیر‌شده (Interpreted) با اهداف آموزشی است که از اواخر دهه هفتاد میلادی، تحت پروژه‌ای در این مرکز آغاز شده بود. وی چهار یا پنج سال بعد، زمانی که از پروژه‌ زبان ABC نتیجه‌ مطلوب حاصل نمی‌گردد از آن خارج و به تیم توسعه‌ `سیستم عامل آمیب <http://en.wikipedia.org/wiki/Amoeba_(operating_system)>`_ می‌پیوندد. این موضوع از آن جهت دارای اهمیت است که در هنگام کار بر روی این سیستم عامل بود که آقای روسوم به فکر ایجاد یک زبان اسکریپتی (Scripting Language) جدید می‌افتد.
 
 در دسامبر سال ۱۹۸۹ میلادی، تعطیلات کریسمس فرصتی می‌شود تا آقای روسوم به ایده سرگرم کننده‌ [#f2]_ خود بپردازد. البته پس از آن نیز زمان زیادی از وقت‌های آزاد خود را برای پیشرفت پروژه‌ای که ”Python“ نامیده بود صرف می‌کند. در این مسیر، تجربه‌ کار بر روی زبان ABC و همینطور مطالعات وی بر روی زبان‌ `Modula-3 <http://en.wikipedia.org/wiki/Modula-3>`_ نقش فراوانی داشته است، در‌ واقع او یک نسخه‌ شخصی از بخش‌های مورد علاقه‌ خود از ABC ایجاد نمود. او یک ماشین مجازی ساده، یک تجزیه‌کننده (پارسرParser) ساده و یک سیستم زمان‌اجرا (Runtime System) ساده ایجاد کرد؛ یک زبان با نحو (سینتکس Syntax) اولیه که از تو‌رفتگی (Indentation) برای بلاک‌بندی بهره می‌برد و از انواع داده [#f3]_ دیکشنری، لیست، رشته و اعداد پشتیبانی می‌کرد و بر خلاف ABC توسعه‌پذیر می‌بود.
 
 یک سال بعد آقای روسوم از پایتون در پروژه‌ آمیب استفاده می‌کند؛ نتیجه‌ مطلوب و نیز بازخورد آن در بین همکارانش موجب می‌شود تا وی به بسیاری از بهینه سازی‌های اولیه در پایتون اقدام نماید. این روند ادامه می‌یابد تا اینکه سرانجام در ماه دوم از سال ۱۹۹۱ میلادی این زبان را با نسخه 0.9.0 و تحت پروانه‌ای مشابه با پروانه‌ `MIT <http://en.wikipedia.org/wiki/MIT_License>`_ از طریق یکی از «گروه‌های خبری»  (یوزنت Usenet) با عنوان `alt.sources <http://www.faqs.org/faqs/alt-sources-intro>`_ منتشر می‌سازد که با استقبال بالایی نیز رو به رو می‌گردد.
 
+
+    "Python version 0.9.0 is released"
+
 منشا انتخاب نام پایتون توسط آقای روسوم برخلاف تصور عمومی یا آنچه که از لوگوی آن مشاهده می‌شود به نوع خاصی از مار مربوط نمی‌شود!؛ در حقیقت این نام برگرفته از یک سریال کمدی تولید انگلستان با عنوان ”`Monty Python's Flying Circus <http://en.wikipedia.org/wiki/Monty_Python%27s_Flying_Circus>`_“ می‌باشد که پخش اصلی آن در طی سال‌های ۱۹۶۹ تا ۱۹۷۴ میلادی از شبکه‌ BBC One بوده است.
 
+
+.. _python-introduction: 
+
 توصیفی کوتاه
 --------------
-سادگی و خوانایی از ویژگی‌های بارز زبان برنامه‌نویسی پایتون است، آنچنان ساده که حتی کودکان نیز قادر به آموختن آن هستند و قدرت در کنار این سادگی و خوانایی، معجزه‌ پایتون می‌باشد. از نگاه هر برنامه‌نویسی، برنامه‌های پایتون مجموعه‌ای از کد‌های زیبا هستند، بدون هیچ آشفتگی و پیچیدگی. این زبان به جای این که برنامه‌نویس را درگیر فهم ساختارش کند، به ابزاری قدرتمند برای تحقق تمام آنچه که در فکر برنامه‌نویس است تبدیل می‌شود، اگر در اجرای نخست کدهای پایتون خود هیچ خطایی نگرفتید؛ تعجب نکنید! و اگر هم گرفتید، خوشحال باشید!. این زبان به شدت دوست داشتنی است :emoji-size:`😍`. `ilovepython# <https://twitter.com/hashtag/ilovepython>`_
+سادگی و خوانایی از ویژگی‌های بارز زبان برنامه‌نویسی پایتون است، آنچنان ساده که حتی کودکان نیز قادر به آموختن آن هستند و قدرت در کنار این سادگی و خوانایی، معجزه‌ پایتون می‌باشد. از نگاه هر برنامه‌نویسی، برنامه‌های پایتون مجموعه‌ای از سطرهای منظم هستند، بدون هیچ آشفتگی و پیچیدگی. این زبان به جای این که برنامه‌نویس را درگیر فهم ساختارش کند، به ابزاری قدرتمند برای تحقق تمام آنچه که در فکر اوست تبدیل می‌شود، اگر در اجرای نخست کدهای پایتون خود هیچ خطایی نگرفتید؛ تعجب نکنید! و اگر هم گرفتید، خوشحال باشید!. این زبان به شدت دوست داشتنی است :emoji-size:`😍`. `ilovepython# <https://twitter.com/hashtag/ilovepython>`_
+
+زبان برنامه‌نویسی پایتون همانطور که اشاره شد در سال ۱۹۹۱ میلادی توسط آقای روسوم خلق شده و توسعه‌ آن نیز زیر نظر مستقیم اوست. آقای روسوم زاده‌ سال ۱۹۵۶ میلادی و نخستین دارنده‌ عنوان `BDFL <http://en.wikipedia.org/wiki/Benevolent_dictator_for_life>`_ (دیکتاتور خیرخواه جاویدان)‌ است. او پس از حضور در شرکت‌های گوگل و دراپ‌باکس، هم اکنون (سال 2023) در مایکروسافت مشغول به فعالیت است. `(صفحه شخصی) <https://gvanrossum.github.io/>`_
+
+توسعه‌ پایتون با عصر توسعه و محبوبیت زبان‌های متن باز دیگری همچون Perl و Ruby هم‌ زمان بوده که این امر به پیشرفت و توسعه‌ آن کمک زیادی کرده است.
+
+پایتون یک جامعه‌ کاربری بسیار بزرگ و پویا به همراه خود دارد که عامل پیشرفت و توسعه‌ بسیار مهمی برای هر زبان برنامه‌نویسی به شمار می‌رود. این جامعه هر ساله با برپایی `همایش‌های گوناگون <http://wiki.python.org/moin/PythonConferences>`_ در سراسر جهان به تبادل آموخته‌ها می‌پردازد. یکی از رایج‌ترین این همایش‌ها `PyCon <http://www.pycon.org/>`_ (پای‌کان) می‌باشد که هر ساله در سراسر جهان برگزار می‌شود.
+
+این زبان علاوه بر اینکه در توسعه برنامه‌های کاربردی زیادی به کار گرفته شده است، توسط شرکت یا سازمان‌های مطرح زیادی نیز در امور گوناگون در حال استفاده است که از جمله این موارد می‌توان به: reddit ،Pinterest ،Instagram (شبکه‌های اجتماعی) / Google (موتور جستجوگر و نیز سرویس‌های یوتیوب و نقشه) / Yahoo (سرویس نقشه) / IBM ،Intel ،Cisco ،Seagate (تست سخت‌افزار) / Netflix ،Spotify ،Uber ،Facebook ،Amazon ،Microsoft (تحلیل داده و ماشین لرنینگ) / Dropbox (سرویس میزبانی ابری فایل) / EVE Online (بازی‌های آنلاین) / NASA ،Los Alamos (امور علمی) / iRobot (رباتیک) / Pixar ،Industrial Light and Magic ،Disney (ساخت فیلم‌های انیمیشن) / BitTorrent (اشتراک فایل نظیر به نظیر) / CIA (وب‌سایت) / PayPal (سیستم انتقال پول آنلاین) / Mercurial (سیستم کنترل نسخه) / ESRI (نقشه‌برداری در برنامه GIS) و بسیاری دیگر [#f4]_ اشاره نمود. `(پایتون در stackshare) <http://stackshare.io/python>`_
+
 
-زبان برنامه‌نویسی پایتون همانطور که اشاره شد در سال ۱۹۹۱ میلادی توسط آقای روسوم خلق شده و توسعه‌ آن نیز زیر نظر مستقیم اوست. آقای روسوم زاده‌ سال ۱۹۵۶ میلادی و نخستین دارنده‌ عنوان `BDFL <http://en.wikipedia.org/wiki/Benevolent_dictator_for_life>`_ (دیکتاتور خیرخواه جاویدان)‌ می‌باشد و هم اکنون (سال ۲۰۱۵) در شرکت Dropbox مشغول به کار است. `(صفحه شخصی) <https://gvanrossum.github.io/>`_
+.. _python-interpreter: 
 
-توسعه‌ پایتون با عصر توسعه و محبوبیت زبان‌های متن باز دیگری همچون Tcl ،Perl و Ruby هم‌ زمان بوده که این امر به پیشرفت و توسعه‌ آن کمک زیادی کرده است.
+مفسر زبان پایتون
+-----------------
 
-پایتون یک جامعه‌ کاربری بسیار بزرگ و پویا به همراه خود دارد که عامل پیشرفت و توسعه‌ بسیار مهمی برای هر زبان برنامه‌نویسی به شمار می‌رود. این جامعه هر ساله با برپایی `همایش‌های گوناگون <http://wiki.python.org/moin/PythonConferences>`_ در سراسر جهان به تبادل آموخته‌ها می‌پردازد. یکی از رایج‌ترین این همایش‌ها `PyCon <http://www.pycon.org/>`_ (پای‌کان) می‌باشد که خوشبختانه ‌در ایران (`PyCon Iran یا PyIran <http://www.pycon.ir/>`_) نیز برگزار می‌شود.
+تنها زبان قابل فهم و اجرا برای هر ماشین (یا رایانه‌)، زبان ماشین (Machine Language) خاص آن است که متناسب با معماری پردازنده آن تعیین می‌شود. درک و پیاده‌سازی این زبان برای انسان کاری طاقت فرساست، از این رو با پیشرفت دانش پردازش داده، زبان‌های دیگر برنامه‌نویسی که به زبان انسان نزدیک‌تر  هستند، توسعه یافته که تمامی آن‌ها پیش از  اجرا می‌بایست به زبان ماشین ترجمه شوند. چگونگی فرآیند این ترجمه، عاملی است که سبب تفاوت زبان‌های برنامه‌نویسی و کاربرد آن‌ها شده است. عمل ترجمه برای کدهای اسمبلی توسط اسمبلر (`Assembler <http://en.wikipedia.org/wiki/Assembly_language#Assembler>`_) و برای باقی زبان‌ها توسط کامپایلر (`Compiler <http://en.wikipedia.org/wiki/Compiler>`_) یا مفسر (`Interpreter <http://en.wikipedia.org/wiki/Interpreter_(computing)>`_) انجام می‌پذیرد.
 
-این زبان تاکنون توسط شرکت یا سازمان‌های مطرح زیادی مورد استفاده قرار گرفته و در برنامه‌های کاربردی زیادی نیز از آن استفاده شده است که از جمله این موارد می‌توان به: reddit ،Pinterest ،Instagram (شبکه‌های اجتماعی) / Google (موتور جستجوگر و نیز سرویس یوتیوب) / Yahoo (سرویس نقشه) / IBM ،Intel ،Cisco ،Seagate (تست سخت‌افزار) / Dropbox (سرویس میزبانی ابری فایل) / EVE Online (بازی‌های آنلاین) / NASA ،Los Alamos (امور علمی) / iRobot (رباتیک) / Pixar ،Industrial Light and Magic ،Walt Disney (ساخت فیلم‌های انیمیشن) / BitTorrent (اشتراک فایل نظیر به نظیر) / CIA (وب‌سایت) / PayPal (سیستم انتقال پول آنلاین) / Mercurial (سیستم کنترل نسخه) / ESRI (نقشه‌برداری در برنامه GIS) و بسیاری دیگر [#f4]_ اشاره نمود. `(پایتون در stackshare) <http://stackshare.io/python>`_
 
-یک نکته مهم در مورد زبان برنامه‌نویسی پایتون، انواع پیاده‌سازی‌ (Implementation)‌ آن است. تا‌کنون از این زبان پیاده‌سازی‌های گوناگون و با اهداف متفاوتی توسعه یافته است که از این بین می‌توان به `Jython <http://www.jython.org/>`_ (خاص ماشین مجازی جاوا)، `IronPython <http://ironpython.net/>`_ (خاص چارچوب NET. مایکروسافت)، `PyPy <http://pypy.org/>`_ (با هدف سرعت اجرای بیشتر)، `Stackless <http://www.stackless.com/>`_ (با هدف اجرای بهتر برنامه‌های چند‌نخی) و البته `CPython <http://www.python.org/>`_ اشاره نمود. [#f5]_
+یک کامپایلر (در زبان‌های کامپایلری مانند C) تمامی سطرهای سورس کد برنامه را به صورت یکجا خوانده و سپس با ساخت یک فایل جدید و مستقل از سورس کد با نام «کد مقصد یا آبجکت کد» (Object Code) یا فایل اجرایی (Executable) عمل ترجمه به زبان ماشین را پایان می‌بخشد. برنامه حاصل از کامپایلر توانایی هر چند بار اجرا در رایانه مقصد، بدون نیاز به کامپایل دوباره را دارد، اما فاقد حمل‌پذیری بوده و برای اجرا در ماشینی با معماری متفاوت نیازمند کامپایل دوباره با یک کامپایلر سازگار می‌باشد. البته این ضعف در زبان‌هایی به مانند Java ‌با ایجاد بایت‌کد کاملا از بین رفته است. در طرفی دیگر، یک مفسر (در زبان‌های تفسیر‌ی) سورس کد برنامه را به صورت سطر به سطر می‌خواند و هر سطر را به صورت جداگانه به زبان ماشین ترجمه و سپس بلافاصله آن را اجرا می‌کند. به این صورت که هنگامی یک سطر در حال اجراست در همان لحظه سطر بعدی در حال ترجمه به زبان ماشین می‌باشد. برنامه‌های نوشته شده با زبان‌های برنامه‌نویسی تفسیر‌ی برای هر بار اجرا در رایانه هدف نیاز به تفسیر دوباره دارند. این تفاوت عملکرد گرچه باعث کاهش سرعت اجرای زبان‌های تفسیر‌ی نسبت به کامپایلری می‌شود ولی خواندن سطر به سطر کدها در مفسر علاوه بر قابلیت تشخیص خطای بهتر، این امکان را بوجود می‌آورد که بتوان حتی در زمان اجرا نیز سورس کد را ویرایش و تغییر داد. این دسته از زبان‌ها در مواقعی که پیوسته نیاز به ویرایش کد و اعمال تغییر است، بسیار مورد توجه قرار گرفته‌اند.
 
-CPython (سی‌پایتون) پیاده‌سازی استاندارد و اصلی زبان پایتون می‌باشد که با استفاده از زبان برنامه‌نویسی C توسعه می‌یابد. توسط CPython می‌توانید علاوه بر کتابخانه‌ پایتون از کتابخانه‌‌ زبان‌های C و ++C نیز بهره ببرید.
+**پایتون** در دسته زبان‌های تفسیری قرار می‌گیرد که در ادامه با خصوصیات آن بیشتر آشنا خواهید شد. کدها و دستورات تهیه شده به این زبان برای به اجرا در آمدن توسط پردازنده (CPU) ماشین به یک مفسر نیاز دارد. تا‌کنون پیاده‌سازی‌های گوناگونی و با اهداف متفاوتی از مفسر پایتون توسعه یافته است. در این بین، CPython (سی‌پایتون) پیاده‌سازی استاندارد و رسمی مفسر پایتون می‌باشد که با استفاده از زبان برنامه‌نویسی C توسعه می‌یابد. توسط CPython می‌توان علاوه بر کدهای پایتون، کدهای توسعه یافته به‌‌ زبان‌های C و ++C را نیز در قالب یک پروژه به اجرا در آورد.
+
+از دیگر پیاده‌سازی های مهم مفسر زبان پایتون می‌توان به `Jython <http://www.jython.org/>`_ (خاص ماشین مجازی جاوا)، `IronPython <http://ironpython.net/>`_ (خاص چارچوب NET. مایکروسافت)، `PyPy <http://pypy.org/>`_ (با هدف سرعت اجرای بیشتر)، `Stackless <http://www.stackless.com/>`_ (با هدف اجرای بهتر برنامه‌های چند‌نخی - Multithread) اشاره نمود. [#f5]_
+
+با این توضیحات اکنون می‌دانیم که مفسر پایتون وظیفه خواندن سورس کد برنامه، ترجمه به زبان ماشین و در نهایت اجرای آن را برعهده دارد. عمل ترجمه و اجرای سورس کد توسط CPython که مورد توجه این کتاب است، در دو مرحله متوالی زیر خلاصه می‌شود:
+
+۱- کامپایل یا ترجمه سورس کد به بایت‌کد (ByteCode)
+
+۲- تفسیر بایت‌کد به زبان ماشین و اجرای آن
+
+به این صورت که ابتدا سورس کد برنامه‌ به یک زبان میانی نزدیک به زبان ماشین با نام بایت‌کد ترجمه می‌شود و سپس بایت‌کد حاصل به ماشین مجازی (Virtual Machine) - به عنوان موتور زمان‌اجرای پایتون - فرستاده و در آن تفسیر و اجرا می‌گردد.
+
+.. note::
+    با این که پایتون (پیاده‌سازی CPython) به عنوان یک زبان تفسیر‌ی شناخته می‌شود ولی در زمان‌اجرا (RunTime) کدها را یکبار به بایت‌کد ترجمه می‌کند (با استفاده از یک کامپایلر).
+
+
+.. note::
+    ماشین مجازی پایتون (CPython VM) به صورت یک حلقه تکرار است که دستورات بایت‌کد را یکی یکی می‌خواند، به زبان ماشین تفسیر و بلافاصله اجرا می‌کند.
 
-توجه داشته باشید، پایتون (Python) نام یک زبان برنامه‌نویسی است و CPython (یا دیگر پیاده‌سازی‌‌های زبان پایتون) در واقع برنامه‌ایست که توسط آن می‌توان کد منبع (سورس کد Source Code) یک برنامه به زبان پایتون را اجرا نمود. به بیانی دیگر CPython یک پردازنده‌ برای زبان پایتون است.
+
+مفسر پایتون همچنین وظیفه اختصاص و آزاد‌سازی حافظه (Memory) را به عهده دارد. CPython، برای آزاد‌سازی حافظه از روش «شمارش ارجاع» (`Reference Counting <https://en.wikipedia.org/wiki/Reference_counting>`_) استفاده می‌کند. 
+
+.. _python-features: 
 
 ویژگی‌ها
 ---------
@@ -66,13 +107,11 @@ CPython (سی‌پایتون) پیاده‌سازی استاندارد و اصل
 
 **پایتون** یک زبان برنامه‌نویسی همه منظوره (General-Purpose) است به این معنی که می‌توان از آن در توسعه طیف گسترده‌ای از انواع برنامه‌ها در حوزه‌های نرم‌افزاری گوناگون بهره برد؛ از جمله در توسعه برنامه‌های تحت وب و  برنامه‌هایی با قابلیت «واسط گرافیکی کاربر» (`GUI <http://en.wikipedia.org/wiki/Graphical_user_interface>`_).
 
-**پایتون** یک زبان برنامه‌نویسی به همراه مجموعه‌ بزرگی از قابلیت‌های از پیش آماده و قابل حمل است که به عنوان کتابخانه‌ استاندارد آن شناخته می‌شود. همچنین در کنار این کتابخانه‌ می‌توان از طیف بسیار وسیعی از کتابخانه‌های شخص ثالث (Third-Party) پایتون [#f6]_ نیز بهره برد. کتابخانه‌های شخص ثالث ابزارهای مفیدی را در امور فروانی همچون: برنامه‌نویسی علمی ~ NumPy ،SciPy / پردازش زبان‌های طبیعی ~ NLTK / ارتباط درگاه سریال ~ PySerial / ایجاد بازی ~ PyGame ،Pyglet ،PyOpenGL ،PySoy / هوش مصنوعی ~ PyBrain / ایجاد وب سایت ~ Django ،Flask ،Bottle ،CherryPy / پردازش تصویر ~ PIL/Pillow ،PythonMagick / واسط گرافیکی کاربر ~ PyGtk ،PyQt ،WxPython / کار با اسناد rdflib ~ pdf / رمزنگاری ~ PyCrypto ،pyOpenSSL ،cryptography و بسیاری دیگر... که مدام در حال توسعه هستند و بر تعداد و تنوع آن‌ها نیز افزوده می‌شود را در اختیار برنامه‌نویسان پایتون قرار می‌دهند.
-
-**پایتون** یک زبان برنامه‌نویسی پویا (Dynamic) بوده و نیز از قابلیت مدیریت خودکار حافظه برخوردار است. این زبان شباهت‌هایی با TCL ،Perl ،Ruby ،PHP یا دیگر زبان‌های برنامه‌نویسی پویا دارد. در این نوع زبان‌ها بر‌خلاف زبان‌های ایستا (Static) مانند C++ ،C و Java نیازی به تعریف صریح نوع متغیرها [#f7]_ (Variables) نیست و همچنین نوع متغیر در طول برنامه قابل تغییر است. در زبان‌های پویا متغیرها از خود نوعی ندارند و تصمیم گیری برای تخصیص نوع در «زمان اجرا» (RunTime) انجام می‌پذیرد.
+**پایتون** یک زبان برنامه‌نویسی به همراه مجموعه‌ بزرگی از قابلیت‌های از پیش آماده و قابل حمل است که به عنوان کتابخانه‌ استاندارد آن شناخته می‌شود. همچنین در کنار این کتابخانه‌ می‌توان از طیف بسیار وسیعی از کتابخانه‌های شخص ثالث (Third-Party) پایتون [#f6]_ نیز بهره برد. کتابخانه‌های شخص ثالث ابزارهای مفیدی را در امور فروانی همچون: برنامه‌نویسی علمی ~ SciPy / پردازش زبان‌های طبیعی ~ NLTK / ارتباط درگاه سریال ~ PySerial / ایجاد بازی ~ PyGame ،Pyglet ،PyOpenGL ،PySoy / هوش مصنوعی و ماشین لرنینگ ~ PyBrain ،TensorFlow ،PyTorch ،NumPy ،Pandas ،Matplotlib / ایجاد وب سایت ~ Django ،Flask ،Bottle ،CherryPy / پردازش تصویر ~ PIL/Pillow ،PythonMagick / واسط گرافیکی کاربر ~ PyGtk ،PyQt ،WxPython / کار با اسناد rdflib ~ pdf / رمزنگاری ~ PyCrypto ،pyOpenSSL ،cryptography و بسیاری دیگر... که مدام در حال توسعه هستند و بر تعداد و تنوع آن‌ها نیز افزوده می‌شود را در اختیار برنامه‌نویسان پایتون قرار می‌دهند.
 
-بر خلاف زبان C، در پایتون اختصاص و آزاد‌سازی حافظه (Memory) به صورت خودکار انجام می‌شود. پایتون برای آزاد‌سازی حافظه از دو روش «شمارش ارجاع» (Reference Counting) و «زباله روبی» [#f8]_ (Garbage Collection) بهره می‌گیرد. (البته فراموش نشود که صحبت در مورد پیاده‌سازی CPython است)
+**پایتون** یک زبان برنامه‌نویسی پویا (Dynamic) است. این زبان شباهت‌هایی با Perl ،Ruby ،PHP یا دیگر زبان‌های برنامه‌نویسی پویا دارد. در این نوع زبان‌ها بر‌خلاف زبان‌های ایستا (Static) مانند C++ ،C و Java نیازی به تعریف صریح نوع متغیرها [#f7]_ (Variables) نیست و همچنین نوع متغیر در طول برنامه قابل تغییر است. در زبان‌های پویا متغیرها از خود نوعی ندارند و تصمیم گیری برای تخصیص نوع در «زمان اجرا» (RunTime) انجام می‌پذیرد.
 
-با اینکه پایتون یک زبان پویاست ولی در عین حال یک زبان «وابسته شدید به نوع» (Strongly Typed) نیز می‌باشد. در این نوع زبان‌ها (به مانند Java) تغییر ناگهانی و خودکار نوع داده (یا شی) انجام نمی‌شود؛ به عنوان نمونه چنانچه در پایتون عمل جمع بین یک نوع داده عددی مانند ``3`` و یک نوع داده غیر عددی مانند ``"7"`` صورت گیرد، یک Exception یا استثنای ``TypeError`` گزارش می‌گردد. در مقابل، زبان‌های «وابسته ضعیف به نوع» (Weak Typed) قرار دارند؛ در این زبان‌ها (به مانند Perl) نوع بر حسب موقعیت به صورت خودکار تغییر داده می‌شوند. در این مورد زبان‌های برنامه‌نویسی رفتارهای متفاوتی دارند،‌ به عنوان نمونه حاصل عبارت ``"7" + 3`` در زبان Perl با تبدیل (Convert)‌ خودکار نوع داده غیر عددی ``"7"`` به عدد (``7``)، مقدار ``10`` محاسبه می‌گردد.
+با اینکه پایتون یک زبان پویاست ولی در عین حال یک زبان «وابسته شدید به نوع» (Strongly Typed) نیز می‌باشد. در این نوع زبان‌ها (به مانند Java) تغییر خودکار نوع داده انجام نمی‌شود؛ به عنوان نمونه چنانچه در پایتون عمل جمع بین یک نوع داده عددی مانند ``3`` و یک نوع داده غیر عددی مانند ``"7"`` صورت گیرد، یک Exception یا استثنای ``TypeError`` گزارش می‌گردد. در مقابل، زبان‌های «وابسته ضعیف به نوع» (Weak Typed) قرار دارند؛ در این زبان‌ها (به مانند Perl) نوع بر حسب موقعیت به صورت خودکار تغییر داده می‌شود. در این مورد زبان‌های برنامه‌نویسی رفتارهای متفاوتی دارند،‌ به عنوان نمونه حاصل عبارت ``"7" + 3`` در زبان Perl با تبدیل (Convert)‌ خودکار نوع داده غیر عددی ``"7"`` به عدد (``7``)، مقدار ``10`` محاسبه می‌گردد.
 
 .. tip::
     استثنا‌ در واقع وضعیت یا خطایی (Error) است که در برنامه پیش‌بینی شده و بروز آن‌ به مانند یک اعتراض گزارش می‌شود. از طرفی در برنامه برای هر اعتراض، چگونگی رسیدگی به آن نیز تعریف می‌شود.
@@ -88,43 +127,11 @@ CPython (سی‌پایتون) پیاده‌سازی استاندارد و اصل
 
     Machine < Assembly < C < C++ < Java < Python
 
-.. tip::
-    تنها زبان قابل فهم و اجرا برای هر ماشینی (یا رایانه‌ای)، زبان ماشین (Machine Language) خاص آن است و تمامی برنامه‌های نوشته شده در هر سطحی از انتزاع که باشند، پیش از  اجرا می‌بایست به این زبان ترجمه شوند. بدیهی است که نیاز این پردازش اضافی به نسبت از سرعت اجرای برنامه می‌کاهد. عمل ترجمه برای کدهای اسمبلی توسط اسمبلر (`Assembler <http://en.wikipedia.org/wiki/Assembly_language#Assembler>`_) و برای باقی زبان‌ها توسط کامپایلر (`Compiler <http://en.wikipedia.org/wiki/Compiler>`_) یا مفسر (`Interpreter <http://en.wikipedia.org/wiki/Interpreter_(computing)>`_) انجام می‌پذیرد.
 
 **پایتون** یک زبان برنامه‌نویسی چند‌ الگویی (Multi-Paradigm) است و برنامه‌نویس را مجبور به رعایت الگوی خاصی نمی‌کند. این زبان از الگوهای: دستوری (`Imperative <http://en.wikipedia.org/wiki/Imperative_programming>`_) یا رویه‌ای (`Procedural <http://en.wikipedia.org/wiki/Procedural_programming>`_)، تابعی (`Functional <http://en.wikipedia.org/wiki/Functional_programming>`_) و شی‌گرایی (`Object-Oriented <http://en.wikipedia.org/wiki/Object-oriented_programming>`_) پشتیبانی می‌کند؛ البته همانظور که گفته شد نمی‌توان پایتون را به صورت خالص (Pure) متعلق به هر یک از این الگوها دانست [#f10]_.
 
 جدا از پشتیبانی الگوی برنامه‌نویسی شی‌گرا، ساختار پایتون به صورت کامل شی‌گراست و هر چیزی در این زبان یک شی (Object) است؛ در آینده بیشتر در این مورد صحبت خواهیم کرد.
 
-**پایتون** (پیاده‌سازی CPython) به عنوان یک زبان تفسیر‌شده (Interpreted) شناخته می‌شود. با یک تعریف کلی در این نوع زبان‌ها کار خواندن سورس کد برنامه، ترجمه به زبان ماشین و در نهایت اجرای آن توسط یک مفسر انجام می‌گیرد. در پایتون عمل ترجمه و اجرای سورس کد را می‌توان در دو مرحله متوالی خلاصه نمود:
-
-۱- کامپایل سورس کد به بایت‌کد (ByteCode)
-
-۲- تفسیر بایت‌کد به زبان ماشین و اجرای آن
-
-به این صورت که ابتدا سورس کد برنامه‌ به یک زبان میانی نزدیک به زبان ماشین با نام بایت‌کد ترجمه می‌شود و سپس بایت‌کد حاصل به ماشین مجازی (Virtual Machine) - به عنوان موتور زمان‌اجرای پایتون - فرستاده و توسط آن تفسیر و اجرا می‌گردد.
-
-.. note::
-    با این که پایتون (پیاده‌سازی CPython) به عنوان یک زبان تفسیر‌شده شناخته می‌شود ولی در زمان‌اجرا (RunTime) برای ترجمه‌ سورس کد به بایت‌کد از یک کامپایلر استفاده می‌کند.
-    
-
-تفاوت عملکرد کامپایلر و مفسر
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-به صورت خیلی کلی، کوتاه و ساده:
-
-یک کامپایلر (در زبان‌های کامپایل‌شده) تمامی سطرهای سورس کد برنامه را به صورت یکجا خوانده و سپس با ساخت یک فایل جدید و مستقل از سورس کد با نام «کد مقصد یا آبجکت کد» (Object Code) یا فایل اجرایی (Executable) عمل ترجمه به زبان ماشین را پایان می‌بخشد. برنامه حاصل از کامپایلر توانایی هر چند بار اجرا در رایانه مقصد، بدون نیاز به کامپایل دوباره را دارد، اما فاقد حمل‌پذیری بوده و کاربر نهایی نیز به هیچ عنوان توانایی دسترسی به سورس کد برنامه و تغییر یا ویرایش آن را نخواهد داشت. اما یک مفسر (در زبان‌های تفسیر‌شده) سورس کد برنامه را به صورت سطر به سطر می‌خواند و هر سطر را به صورت جداگانه به زبان ماشین ترجمه و سپس بلافاصله آن را اجرا می‌کند. به این صورت که هنگامی یک سطر در حال اجراست در همان لحظه سطر بعدی در حال ترجمه به زبان ماشین می‌باشد. برنامه‌های نوشته شده با زبان‌های برنامه‌نویسی تفسیر‌شده برای هر بار اجرا در رایانه هدف نیاز به تفسیر دوباره دارند. این تفاوت عملکرد گرچه باعث کاهش سرعت اجرای برنامه‌های تفسیر‌شده نسبت به برنامه‌های کامپایل‌شده می‌شود ولی خواندن سطر به سطر کدها در مفسر علاوه بر قابلیت تشخیص خطای بهتر، این امکان را بوجود می‌آورد که هر کاربری بتواند حتی در زمان اجرای برنامه سورس کد را ویرایش و تغییر دهد؛ این دسته از زبان‌ها در مواقعی که پیوسته نیاز به افزودن ویژگی‌های متفاوت به برنامه است بسیار مورد توجه قرار گرفته‌اند.
-
-.. note::
-    ماشین مجازی پایتون (CPython VM) به صورت یک حلقه تکرار است که دستورات بایت‌کد را یکی یکی می‌خواند، به زبان ماشین تفسیر و بلافاصله اجرا می‌کند.
-
-**پایتون** یک زبان برنامه‌نویسی قابل‌حمل (Portable) است. می‌توان گفت سورس کد برنامه‌ای به این زبان قابلیت اجرا در هر رایانه‌ای را دارد. بایت‌کد پایتون شبیه به زبان ماشین است ولی با این تفاوت که مخصوص هیچ ماشین (یا رایانه) خاصی نیست. در مقابل،‌ وقتی سورس کد برنامه‌ای توسط کامپایلر به زبان ماشین ترجمه می‌شود، نتیجه آن فایلی است که تنها در ماشین‌هایی که این کد برای آن‌ها (متناسب با معماری `پردازنده <http://en.wikipedia.org/wiki/Central_processing_unit>`_) ترجمه شده است، قابل اجرا می‌باشد ولی بایت‌کد پایتون به کمک ماشین مجازی خود این توانایی را دارد که در هر ماشینی اجرا گردد.
-
-.. tip::
-    هر ماشین، زبان ماشین مخصوص به خود را دارد و به همین دلیل در حالت عادی اجرای یک برنامه در ماشین‌هایی با معماری متفاوت، در مواردی نیازمند تغییر سورس کد برنامه و نیز ترجمه‌ مجدد آن توسط یک کامپایلر متناسب با معماری آن ماشین خاص می‌باشد.
-
-    ماشین مجازی، بسته‌ایست نرم‌افزاری که قابلیت نصب بر روی انواع ماشین‌ها را داراست و وظیفه‌ آن ایجاد یک ماشین مجزا (بر روی ماشین مقصد) برای اجرای مستقل کدها (بایت‌کدها) می‌باشد. به این نوع ماشین مجازی «ماشین مجازی پردازش» [#f11]_ گفته می‌شود.
-
-بر همین اساس، هم اکنون سورس کد یک برنامه به زبان پایتون بدون نیاز به هیچ تغییری در تمام سیستم‌های عامل‌ مطرح قابل اجراست.
 
 **پایتون** یک زبان برنامه‌نویسی توسعه‌پذیر (Extensible) است. کدهای نوشته شده با پایتون را می‌توان به دیگر سورس کدهای این زبان افزود و همچنین می‌توان از کتابخانه‌ها و کدهای نوشته شده با دیگر زبان‌های برنامه‌نویسی در میان کدهای پایتون استفاده کرد (مانند C و ++C در پیاده‌سازی CPython یا Java در پیاده‌سازی Jython).
 
@@ -132,32 +139,34 @@ CPython (سی‌پایتون) پیاده‌سازی استاندارد و اصل
 
 **پایتون** یک زبان حساس به حرف (Case Sensitive) است. در این نوع زبان‌ها (مانند C ،C++ ،Java ،Perl و غیره...) بین حروف کوچک (Lowercase) و بزرگ (Uppercase) به مانند a و A تفاوت وجود دارد. با توجه به این موضوع، مفسر پایتون بین کلمات True ،true و TRUE تمایز می‌گذارد.
 
+.. _python-performance: 
+
 کارایی
 --------
-معمولا افراد در مواجه با یادگیری زبان پایتون نگرانی‌هایی در مورد کارایی (Performance) برنامه‌های توسعه یافته با این زبان خواهند داشت به خصوص در جایگاه مقایسه با زبان Java، به هر حال پایتون یک زبان تفسیر‌شده است و در اجرا سرعت کمتری نسبت به زبان‌های کامپایل‌شده مانند C و Java خواهد داشت. معمولا کارایی بالا برابر با سرعت بالاست ولی قضاوت در مورد کارایی به این سادگی درست نیست!
+معمولا افراد در مواجه با یادگیری زبان پایتون نگرانی‌هایی در مورد کارایی (Performance) برنامه‌های توسعه یافته با این زبان خواهند داشت به خصوص در جایگاه مقایسه با زبان Java، به هر حال پایتون یک زبان تفسیری است و در اجرا سرعت کمتری نسبت به زبان‌های کامپایلی مانند C و Java خواهد داشت. معمولا کارایی بالا برابر با سرعت بالاست ولی قضاوت در مورد کارایی به این سادگی درست نیست!
 
 در هر پروژه‌ای بسته به چیزی که می‌خواهیم می‌بایست انتخاب نماییم. اگر مبنای کارایی برای یک پروژه در سرعت بالای اجرا باشد (مانند برنامه‌های سیستمی)؛‌ زبان C همیشه بهترین انتخاب است ولی اگر مبنا در سرعت بالای توسعه و صرفه جویی در منابع از جمله هزینه باشد انتخاب مناسب پایتون است. گاهی نیز بهترین کارایی با استفاده ترکیبی از زبان‌های متفاوت به دست می‌آید.
 
-در بسیاری از کاربردها سرعت پایتون کاملا قابل قبول است، وجود بایت‌کد‌ موجب افزایش سرعت در اجراهای بعدی برنامه می‌شود و نکات برنامه‌نویسی زیادی برای بهبود سرعت اجرا در پایتون وجود دارد که در این کتاب به تدریج اشاره خواهد شد. نباید فراموش کرد که یکی از مهمترین عامل‌های کارایی داشتن الگوریتمی بهینه است و البته نوشتن ماژول‌ها به زبان C نیز موجب افزایش قابل توجه کارایی پایتون می‌شود - `پایتون کند است اگر اشتباه استفاده شود <http://apenwarr.ca/diary/2011-10-pycodeconf-apenwarr.pdf>`_ - با این وجود در حالت عادی اگر هزار مورد وجود داشته باشد که پایتون برای آن‌ها بهترین انتخاب باشد، سرعت یکی از آن‌ها نخواهد بود و برای توسعه برنامه‌هایی که سرعت اجرا نقش بسیار تعیین کننده‌‌ای دارد باید از زبان‌های دیگری استفاده نمایید.
+در بسیاری از کاربردها سرعت پایتون کاملا قابل قبول است، وجود بایت‌کد‌ موجب افزایش سرعت در اجراهای بعدی برنامه می‌شود و نکات برنامه‌نویسی زیادی برای بهبود سرعت اجرا در پایتون وجود دارد که در این کتاب به تدریج اشاره خواهد شد. نباید فراموش کرد که یکی از مهمترین عامل‌های کارایی داشتن الگوریتمی بهینه است و البته نوشتن ماژول‌ها به زبان C نیز باعث افزایش قابل توجه سرعت اجرای پایتون می‌شود - `پایتون کند است اگر اشتباه استفاده شود <http://apenwarr.ca/diary/2011-10-pycodeconf-apenwarr.pdf>`_ - با این وجود در حالت عادی اگر هزار مورد وجود داشته باشد که پایتون برای آن‌ها بهترین انتخاب باشد، رقابت در سرعت یکی از آن‌ها نخواهد بود و برای توسعه برنامه‌هایی که سرعت اجرا نقش بسیار تعیین کننده‌‌ای دارد باید از زبان‌های دیگری استفاده نمایید.
 
 لازم است به این نکته هم توجه داشته باشیم که تمام این صحبت‌ها در مورد پیاده‌سازی CPython از زبان پایتون بوده و پیاده‌سازی‌های دیگری نیز از زبان پایتون با هدف سرعت بالای اجرا (به مانند `PyPy <http://pypy.org/>`_) توسعه یافته است.
 
+.. _python-versions: 
+
 نسخه‌ها
 -------
-هم اکنون دو شاخه از پایتون به صورت موازی (Parallel) در کنار یکدیگر در دسترس هستند: نسخه‌های 2x و 3x.
 
 در یک سیر تاریخی، نسخه‌ پایدار 2.0 در شانزدهم اکتبر سال ۲۰۰۰ میلادی و در ادامه‌ نسخه 1.6 منتشر (Release) می‌شود؛ پس از آن نیز توسعه‌ پایتون به همان صورت پیشین ادامه می‌یابد تا این که در دسامبر سال ۲۰۰۸ میلادی نسخه‌ای از پایتون با شماره‌ 3.0 که از آن با عنوان ”Python 3000“ یا ”Py3K“ نیز یاد می‌شود، با رویکرد شکستن «سازگاری با نسخه‌های پیشین» (`Backward Compatibility <http://en.wikipedia.org/wiki/Backward_compatibility>`_) منتشر می‌گردد. به بیان دیگر: مفسر نسخه‌های جدید (3x) پایتون قادر به اجرای سورس کدی که بر پایه‌ مفسر نسخه‌های پیشین تهیه شده است، نخواهد بود. (که این اتفاق در جامعه پایتون بسیار بحث برانگیز بوده و هست!)
 
 ظاهرا آقای روسوم خیلی پیش از این زمان نیاز به ایجاد یک سری تغییرات در ساختار و سینتکس این زبان را احساس کرده بود. شاید نخستین نشانه‌ از لزوم ایجاد تغییرات در پایتون را بتوان از صحبت‌های ایشان در همایش متن باز اوریلی (OSCON) سال ۲۰۰۲ با عنوان «پشیمانی‌های پایتون» (`Python Regrets <http://legacy.python.org/doc/essays/ppt/regrets/PythonRegrets.pdf>`_) دریافت کرد. به هر صورت تیم توسعه‌ پایتون در پی رفع این نیاز، از بین حفظ گذشته‌ پایتون و پایبندی به فلسفه‌ سادگی آن؛ دومی را انتخاب می‌کند، ویژگی‌های کهنه کنار گذاشته و ویژگی‌های جدید جایگزین می‌گردند.
 
-با انتشار یک نسخه‌ جدید به صورت معمول می‌بایست توسعه‌ نسخه‌ قدیمی متوقف شود، ولی از آنجا که زیر‌ساخت شرکت‌های بزرگی به پایتون وابسته بوده (مانند Google) و ارتقا نسخه برای آن‌ها حداقل بسیار زمان‌بر خواهد شد، برنامه‌ها و کتابخانه‌های کوچک و بزرگ بسیار زیادی توسط کاربران جامعه‌ پایتون برای نیاز‌های ریز و کلان گوناگونی توسعه یافته است که سازگار شدن تمام آن‌ها با نسخه‌ جدید پایتون بعید به نظر می‌رسد و از همه مهم‌تر خود برنامه‌نویسان پایتون می‌باشند که پس از سال‌ها اکنون مجبور هستند کارهای دیروز خود را با سینتکس و در مواقعی حتی با کتابخانه و ماژول‌هایی متفاوت به انجام برسانند؛ تیم توسعه‌ پایتون، برای پر کردن شکاف به وجود آمده بین دیروز و امروز پایتون یا به بیانی هموار کردن مسیر مهاجرت به نسخه‌ جدید پایتون،‌ علاوه بر اینکه از پیش سعی کرده بود تا ویژگی‌های جدید و سینتکس نسخه‌ 3.0 را به نسخه‌ 2.6 (که دو ماه زودتر منتشر شده بود) پورت (Port) کند، به توسعه‌ نسخه قدیمی پایان نمی‌دهد و نسخه‌ دیگری را با شماره‌ 2.7 در سوم جولای ۲۰۱۰، تقریبا یک سال پس از انتشار نسخه‌ 3.1 به همراه بسیاری از ویژگی‌های جدید آن منتشر می‌سازد.
+با انتشار یک نسخه‌ جدید به صورت معمول می‌بایست توسعه‌ نسخه‌ قدیمی متوقف شود، ولی از آنجا که زیر‌ساخت شرکت‌های بزرگی به پایتون وابسته بوده (مانند Google) و ارتقا نسخه برای آن‌ها حداقل بسیار زمان‌بر خواهد شد، برنامه‌ها و کتابخانه‌های کوچک و بزرگ بسیار زیادی توسط کاربران جامعه‌ پایتون برای نیاز‌های ریز و کلان گوناگونی توسعه یافته بود که سازگار شدن تمام آن‌ها با نسخه‌ جدید پایتون در یک فاصله زمانی کوتاه بعید به نظر می‌رسید و از همه مهم‌تر خود برنامه‌نویسان پایتون قرار داشتند که پس از سال‌ها مجبور به پذیرش تغییرات شده بودند؛ تیم توسعه‌ پایتون، برای پر کردن شکاف به وجود آمده در پایتون یا به بیانی هموار کردن مسیر مهاجرت به نسخه‌ جدید پایتون،‌ علاوه بر اینکه از پیش سعی کرده بود تا ویژگی‌های جدید و سینتکس نسخه‌ 3.0 را به نسخه‌ 2.6 (که دو ماه زودتر منتشر شده بود) پورت (Port) کند، به توسعه‌ نسخه قدیمی پایان نمی‌دهد و نسخه‌ دیگری را با شماره‌ 2.7 در سوم جولای ۲۰۱۰، تقریبا یک سال پس از انتشار نسخه‌ 3.1 به همراه بسیاری از ویژگی‌های جدید آن منتشر می‌سازد.
 
-بر طبق سند [#f13]_ `PEP 404 <http://www.python.org/dev/peps/pep-0404>`_، هرگز نسخه‌ای با شماره‌ 2.8 به صورت رسمی منتشر نخواهد شد و نسخه‌ 2.7 با یک پشتیبانی طولانی مدت، نقطه‌ پایان نسخه‌ قدیمی پایتون خواهد بود. ابتدا قرار شد از این نسخه به مدت پنج سال پشتیبانی (تلاش برای رفع باگ‌ها) شود ولی چند ماه پیش، این زمان به ده سال یعنی تا سال ۲۰۲۰ افزایش یافت.
+بر طبق سند [#f13]_ `PEP 404 <http://www.python.org/dev/peps/pep-0404>`_، هرگز نسخه‌ای با شماره‌ 2.8 به صورت رسمی منتشر نخواهد شد و نسخه‌ 2.7 با یک پشتیبانی طولانی مدت، نقطه‌ پایان نسخه‌ قدیمی پایتون خواهد بود. ابتدا قرار شد از این نسخه به مدت پنج سال پشتیبانی (تلاش برای رفع باگ‌ها) شود ولی کمی مانده تا پایان، این زمان به ده سال یعنی تا سال ۲۰۲۰ افزایش یافت.
 
 نسخه‌ پایدار (Stable) پایتون با قالب A.B.C؛ مانند 3.4.2 شماره‌‌گذاری و منتشر می‌شود. عدد A، بخش اصلی (Major) شماره نسخه است و زمانی افزایش می‌یابد که واقعا تغییرات بزرگ و زیادی در زبان پایتون ایجاد شده باشد. عدد B، بخش جزئی (Minor) شماره نسخه را نشان می‌دهد و با ایجاد یک سری تغییرات مهم در زبان پایتون افزایش خواهد یافت. عموما شماره‌ نسخه‌ پایتون تنها به صورت A.B نشان داده می‌شود، زیرا عدد C تنها با رفع اشکال (Bug) احتمالی نسخه‌ منتشر شده افزایش می‌یابد (از عدد صفر) که این امر نیز شامل همه‌ نسخه‌های پایتون نمی‌شود.
 
-کدام نسخه؟ برای شروع یادگیری و اهداف آموزشی نسخه‌ 3x مناسب است و در صورت نیاز تنها با مطالعه‌ مقایسه بین این دو نسخه می‌توانید با نسخه‌ قدیمی نیز آشنا شوید. همچنین اگر قصد توسعه‌ برنامه‌های دسکتاپ را داشته (یعنی زمانی که محدود به نسخه‌ نصب شده بر روی سرور نیستید) یا مواقعی که در ایجاد برنامه‌ خود نیازی به کتابخانه‌هایی که هنوز (اوایل ۲۰۱۵) با نسخه‌ 3x سازگار نشده‌اند (مانند Twisted) را ندارید؛‌ استفاده از نسخه‌ 3x بسیار خوب است. به هر حال تلاش می‌شود که این کتاب بتواند به دور از آشفتگی هر دو نسخه را پوشش دهد.
-
+.. _lesson_footer: 
 
 پی‌نوشت
 --------

From 9996e67021e6d8002930bb9c7d3f6d870f4c00bc Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Fri, 31 Mar 2023 21:49:29 +0330
Subject: [PATCH 15/79] edited home

---
 source/_static/logo/python-3-11.png | Bin 0 -> 94725 bytes
 source/index.rst                    |  11 ++++++++---
 2 files changed, 8 insertions(+), 3 deletions(-)
 create mode 100644 source/_static/logo/python-3-11.png

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diff --git a/source/index.rst b/source/index.rst
index e100e1b..3ea03b6 100644
--- a/source/index.rst
+++ b/source/index.rst
@@ -5,9 +5,10 @@
    :keywords: پایتون, آموزش, آموزش برنامه نویسی, آموزش پایتون, برنامه نویسی, کتاب آموزش, آموزش فارسی, کتاب آزاد, پایتون نسخه 
 
 
+.. _home-page: 
 
 پایتون به پارسی
-==================================================
+====================
 
 
 ::
@@ -22,6 +23,7 @@
 
 این کتاب تلاشی است برای آموزش زبان برنامه‌نویسی پایتون (Python) بر پایه‌ پیاده‌سازی استاندارد آن (CPython)، به زبانی ساده و روان که بتواند برای افرادی که تاکنون پیشینه برنامه‌نویسی نداشته‌اند نیز کاربردی و مفید باشد. مطالعه این کتاب نیازی به پیش‌زمینه برنامه‌نویسی ندارد و تنها پیش‌نیاز آن علاقه خوانندگان به فن برنامه‌نویسی است. 
 
+
 .. toctree::
    :maxdepth: 6
 
@@ -60,9 +62,12 @@
 
 ----
 
-**شروع:**  فروردین ۱۳۹۴ **و**  **آخرین بروزرسانی:** آذر ۱۴۰۰ [`گزارش توسعه <log.html>`__]
-
+.. figure:: /_static/logo/python-3-11.png
+    :align: center
+    :scale: 60 %
+    :alt: بروز شده با نسخه 3.11
 
+**شروع:**  فروردین ۱۳۹۴ **و**  **آخرین بروزرسانی:** آذر ۱۴۰۰ [`گزارش توسعه <log.html>`__] - **بروز شده با نسخه ۳.۱۱ پایتون**
 
 
 

From 860a1493a4d431c543fe8998e9f6891133cdc0a9 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Fri, 31 Mar 2023 22:42:02 +0330
Subject: [PATCH 16/79] edited l01

---
 source/conf.py                                |  2 ++
 source/index.rst                              |  2 +-
 ...l01.rst => l01-introduction-to-python.rst} | 20 ++++++++-----------
 3 files changed, 11 insertions(+), 13 deletions(-)
 rename source/lessons/{l01.rst => l01-introduction-to-python.rst} (88%)

diff --git a/source/conf.py b/source/conf.py
index 2a4cd22..90b71f5 100644
--- a/source/conf.py
+++ b/source/conf.py
@@ -27,4 +27,6 @@
 
 html_theme = 'sphinx_minoo_theme'
 html_theme_path = ["_templates"]
+html_title = 'کتاب ' + project
+
 html_static_path = ['_static']
diff --git a/source/index.rst b/source/index.rst
index 3ea03b6..17f9aa7 100644
--- a/source/index.rst
+++ b/source/index.rst
@@ -28,7 +28,7 @@
    :maxdepth: 6
 
    preface
-   lessons/l01
+   lessons/l01-introduction-to-python
    lessons/l02
    lessons/l03
    lessons/l04
diff --git a/source/lessons/l01.rst b/source/lessons/l01-introduction-to-python.rst
similarity index 88%
rename from source/lessons/l01.rst
rename to source/lessons/l01-introduction-to-python.rst
index c909a71..563b118 100644
--- a/source/lessons/l01.rst
+++ b/source/lessons/l01-introduction-to-python.rst
@@ -1,11 +1,10 @@
 .. role:: emoji-size
 
 .. meta::
-   :description: کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون به فارسی - درس یکم آشنایی با پایتون
+   :description: پایتون به فارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس یکم آشنایی با پایتون
    :keywords: معرفی پایتون, تاریخچه پایتون, کارایی پایتون, نسخه های پایتون, ویژگی های پایتون, آشنایی با پایتون, آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون
 
 
-
 .. _lesson_header: 
 
 درس ۰۱: آشنایی با زبان برنامه‌نویسی پایتون
@@ -21,6 +20,8 @@
 
 این درس با بیان تاریخچه ایجاد **زبان برنامه‌نویسی پایتون** شروع و با توصیفی کوتاه و شرح ویژگی‌های آن ادامه می‌یابد؛ در شرح ویژگی‌ها سعی شده است کمی نیز توضیحات غیرپایتونی برای درک بهتر موضوعات ارایه گردد. همچنین در مورد کارایی پایتون و سابقه نسخه‌های آن نیز صحبت شده است. هدف این درس ایجاد یک پیش‌زمینه‌ بدون ابهام از پایتون است! به این امید که مفید باشد و بتواند شما را به یادگیری این زبان تشویق کند :emoji-size:`😉`.
 
+
+
 :emoji-size:`✔` سطح: پایه
 
 ----
@@ -71,11 +72,11 @@
 تنها زبان قابل فهم و اجرا برای هر ماشین (یا رایانه‌)، زبان ماشین (Machine Language) خاص آن است که متناسب با معماری پردازنده آن تعیین می‌شود. درک و پیاده‌سازی این زبان برای انسان کاری طاقت فرساست، از این رو با پیشرفت دانش پردازش داده، زبان‌های دیگر برنامه‌نویسی که به زبان انسان نزدیک‌تر  هستند، توسعه یافته که تمامی آن‌ها پیش از  اجرا می‌بایست به زبان ماشین ترجمه شوند. چگونگی فرآیند این ترجمه، عاملی است که سبب تفاوت زبان‌های برنامه‌نویسی و کاربرد آن‌ها شده است. عمل ترجمه برای کدهای اسمبلی توسط اسمبلر (`Assembler <http://en.wikipedia.org/wiki/Assembly_language#Assembler>`_) و برای باقی زبان‌ها توسط کامپایلر (`Compiler <http://en.wikipedia.org/wiki/Compiler>`_) یا مفسر (`Interpreter <http://en.wikipedia.org/wiki/Interpreter_(computing)>`_) انجام می‌پذیرد.
 
 
-یک کامپایلر (در زبان‌های کامپایلری مانند C) تمامی سطرهای سورس کد برنامه را به صورت یکجا خوانده و سپس با ساخت یک فایل جدید و مستقل از سورس کد با نام «کد مقصد یا آبجکت کد» (Object Code) یا فایل اجرایی (Executable) عمل ترجمه به زبان ماشین را پایان می‌بخشد. برنامه حاصل از کامپایلر توانایی هر چند بار اجرا در رایانه مقصد، بدون نیاز به کامپایل دوباره را دارد، اما فاقد حمل‌پذیری بوده و برای اجرا در ماشینی با معماری متفاوت نیازمند کامپایل دوباره با یک کامپایلر سازگار می‌باشد. البته این ضعف در زبان‌هایی به مانند Java ‌با ایجاد بایت‌کد کاملا از بین رفته است. در طرفی دیگر، یک مفسر (در زبان‌های تفسیر‌ی) سورس کد برنامه را به صورت سطر به سطر می‌خواند و هر سطر را به صورت جداگانه به زبان ماشین ترجمه و سپس بلافاصله آن را اجرا می‌کند. به این صورت که هنگامی یک سطر در حال اجراست در همان لحظه سطر بعدی در حال ترجمه به زبان ماشین می‌باشد. برنامه‌های نوشته شده با زبان‌های برنامه‌نویسی تفسیر‌ی برای هر بار اجرا در رایانه هدف نیاز به تفسیر دوباره دارند. این تفاوت عملکرد گرچه باعث کاهش سرعت اجرای زبان‌های تفسیر‌ی نسبت به کامپایلری می‌شود ولی خواندن سطر به سطر کدها در مفسر علاوه بر قابلیت تشخیص خطای بهتر، این امکان را بوجود می‌آورد که بتوان حتی در زمان اجرا نیز سورس کد را ویرایش و تغییر داد. این دسته از زبان‌ها در مواقعی که پیوسته نیاز به ویرایش کد و اعمال تغییر است، بسیار مورد توجه قرار گرفته‌اند.
+یک کامپایلر (در زبان‌های کامپایلری مانند C) تمامی سطرهای سورس کد برنامه را به صورت یکجا خوانده و سپس با ساخت یک فایل جدید و مستقل از سورس کد با نام «کد مقصد یا آبجکت کد» (Object Code) یا فایل اجرایی (Executable) عمل ترجمه به زبان ماشین را پایان می‌بخشد. خروجی حاصل از کامپایلر توانایی هر چند بار اجرا در رایانه مقصد، بدون نیاز به کامپایل دوباره را دارد، اما فاقد حمل‌پذیری بوده و برای اجرا در ماشینی با معماری متفاوت نیازمند کامپایل دوباره با یک کامپایلر سازگار می‌باشد. البته این ضعف در زبان‌هایی به مانند Java ‌با ایجاد بایت‌کد (ByteCode) کاملا از بین رفته است. در طرفی دیگر، یک مفسر (در زبان‌های تفسیر‌ی) سورس کد برنامه را به صورت سطر به سطر می‌خواند و هر سطر را به صورت جداگانه به زبان ماشین ترجمه و سپس بلافاصله آن را اجرا می‌کند. به این صورت که هنگامی یک سطر در حال اجراست در همان لحظه سطر بعدی در حال ترجمه به زبان ماشین می‌باشد. برنامه‌های نوشته شده با زبان‌های برنامه‌نویسی تفسیر‌ی برای هر بار اجرا در رایانه هدف نیاز به تفسیر دوباره دارند. این تفاوت عملکرد گرچه باعث کاهش سرعت اجرای زبان‌های تفسیر‌ی نسبت به کامپایلری می‌شود ولی خواندن سطر به سطر کدها در مفسر علاوه بر قابلیت تشخیص خطای بهتر، این امکان را بوجود می‌آورد که بتوان حتی در زمان اجرا نیز سورس کد را ویرایش و تغییر داد. این دسته از زبان‌ها در مواقعی که پیوسته نیاز به ویرایش کد و اعمال تغییر است، بسیار مورد توجه قرار گرفته‌اند.
 
-**پایتون** در دسته زبان‌های تفسیری قرار می‌گیرد که در ادامه با خصوصیات آن بیشتر آشنا خواهید شد. کدها و دستورات تهیه شده به این زبان برای به اجرا در آمدن توسط پردازنده (CPU) ماشین به یک مفسر نیاز دارد. تا‌کنون پیاده‌سازی‌های گوناگونی و با اهداف متفاوتی از مفسر پایتون توسعه یافته است. در این بین، CPython (سی‌پایتون) پیاده‌سازی استاندارد و رسمی مفسر پایتون می‌باشد که با استفاده از زبان برنامه‌نویسی C توسعه می‌یابد. توسط CPython می‌توان علاوه بر کدهای پایتون، کدهای توسعه یافته به‌‌ زبان‌های C و ++C را نیز در قالب یک پروژه به اجرا در آورد.
+**پایتون** در دسته زبان‌های تفسیری قرار می‌گیرد که در ادامه با خصوصیات آن بیشتر آشنا خواهید شد. کدها و دستورات تهیه شده به این زبان برای به اجرا درآمدن توسط پردازنده (CPU) ماشین به یک مفسر نیاز دارد. تا‌کنون پیاده‌سازی‌های گوناگونی و با اهداف متفاوتی از مفسر پایتون توسعه یافته است. در این بین، CPython (سی‌پایتون) پیاده‌سازی استاندارد و رسمی مفسر پایتون می‌باشد که با استفاده از زبان برنامه‌نویسی C توسعه می‌یابد. توسط CPython می‌توان علاوه بر کدهای پایتون، کدهای توسعه یافته به‌‌ زبان‌های C و ++C را نیز در قالب یک پروژه به اجرا درآورد.
 
-از دیگر پیاده‌سازی های مهم مفسر زبان پایتون می‌توان به `Jython <http://www.jython.org/>`_ (خاص ماشین مجازی جاوا)، `IronPython <http://ironpython.net/>`_ (خاص چارچوب NET. مایکروسافت)، `PyPy <http://pypy.org/>`_ (با هدف سرعت اجرای بیشتر)، `Stackless <http://www.stackless.com/>`_ (با هدف اجرای بهتر برنامه‌های چند‌نخی - Multithread) اشاره نمود. [#f5]_
+از دیگر پیاده‌سازی های مهم مفسر پایتون می‌توان به `Jython <http://www.jython.org/>`_ (خاص ماشین مجازی جاوا)، `IronPython <http://ironpython.net/>`_ (خاص چارچوب NET. مایکروسافت)، `PyPy <http://pypy.org/>`_ (با هدف سرعت اجرای بیشتر)، `Stackless <http://www.stackless.com/>`_ (با هدف اجرای بهتر برنامه‌های چند‌نخی - Multithread) اشاره نمود. [#f5]_
 
 با این توضیحات اکنون می‌دانیم که مفسر پایتون وظیفه خواندن سورس کد برنامه، ترجمه به زبان ماشین و در نهایت اجرای آن را برعهده دارد. عمل ترجمه و اجرای سورس کد توسط CPython که مورد توجه این کتاب است، در دو مرحله متوالی زیر خلاصه می‌شود:
 
@@ -135,7 +136,7 @@
 
 **پایتون** یک زبان برنامه‌نویسی توسعه‌پذیر (Extensible) است. کدهای نوشته شده با پایتون را می‌توان به دیگر سورس کدهای این زبان افزود و همچنین می‌توان از کتابخانه‌ها و کدهای نوشته شده با دیگر زبان‌های برنامه‌نویسی در میان کدهای پایتون استفاده کرد (مانند C و ++C در پیاده‌سازی CPython یا Java در پیاده‌سازی Jython).
 
-**پایتون** دارای دستور زبانی تمیز و خوانایی (Readability) بالای کد است. خوانایی در طراحی پایتون مورد تاکید بوده و در کنار شی‌گرایی از مهم‌ترین ویژگی‌های یک کد به جهت استفاده مجدد می‌باشد. پایتون به مانند زبان ABC از روش «تو‌رفتگی» بوسیله‌ فضاهای خالی برای بلاک‌بندی [#f12]_ استفاده می‌کند. در پایتون اجباری به استفاده از نقطه ویرگول (Semicolon) ``;`` و برخی پرانتز گذاری‌ها نمی‌باشد و البته وجود انواع داده (Data Types) - البته به بیانی درست‌تر «انواع شی» - متنوع و نیز پویایی پایتون موجب کمتر شدن حجم کد‌نویسی و صرفه‌جویی در زمان توسعه نسبت به زبان‌هایی به مانند C++ ،C و حتی Java می‌شود. `تحقیقات <http://www.python.org/doc/essays/comparisons>`_ نشان می‌دهند: کاری که یک برنامه‌نویس پایتون می‌تواند در مدت زمان دو ماه به انجام برساند، دو برنامه‌نویس ++C در مدت یک سال قادر به تکمیل آن نخواهند بود!
+**پایتون** دارای دستور زبانی تمیز و خوانایی (Readability) بالای کد است. خوانایی در طراحی پایتون مورد تاکید بوده و در کنار شی‌گرایی از مهم‌ترین ویژگی‌های یک کد به جهت استفاده مجدد می‌باشد. پایتون به مانند زبان ABC از روش «تو‌رفتگی» بوسیله‌ فضاهای خالی برای بلاک‌بندی [#f12]_ استفاده می‌کند. در پایتون اجباری به استفاده از نقطه ویرگول (Semicolon) ``;`` و برخی پرانتز گذاری‌ها نمی‌باشد و البته وجود انواع داده (Data Types) متنوع و نیز پویایی پایتون موجب کمتر شدن حجم کد‌نویسی و صرفه‌جویی در زمان توسعه نسبت به زبان‌هایی به مانند C++ ،C و حتی Java می‌شود. `تحقیقات <http://www.python.org/doc/essays/comparisons>`_ نشان می‌دهند: کاری که یک برنامه‌نویس پایتون می‌تواند در مدت زمان دو ماه به انجام برساند، دو برنامه‌نویس ++C در مدت یک سال قادر به تکمیل آن نخواهند بود!
 
 **پایتون** یک زبان حساس به حرف (Case Sensitive) است. در این نوع زبان‌ها (مانند C ،C++ ،Java ،Perl و غیره...) بین حروف کوچک (Lowercase) و بزرگ (Uppercase) به مانند a و A تفاوت وجود دارد. با توجه به این موضوع، مفسر پایتون بین کلمات True ،true و TRUE تمایز می‌گذارد.
 
@@ -175,7 +176,7 @@
 
 .. [#f2] ”...در دسامبر سال ۱۹۸۹ دنبال یک پروژه‌ برنامه‌نویسی به عنوان سرگرمی می‌گشتم تا اوقات فراغت به وجود آمده از تعطیلات کریسمس را پر کنم. دفتر کارم (یک آزمایشگاه تحقیقاتی دولتی در آمستردام) بسته بود، ولی یک رایانه‌ شخصی داشتم و چیزی بیش از این هم در اختیارم نبود. تصمیم گرفتم تا مفسری برای یک زبان اسکریپتی جدید بنویسم. قبلا در مورد آن فکر کرده بودم: از نسل زبان ABC و جذاب برای هکرهای Unix/C. نام پایتون را برای عنوان کاری این پروژه انتخاب کردم، کمی گستاخانه ( و یک طرفدار بزرگ  Monty Python’s Flying Circus)...“ - نقل از آقای روسوم [`منبع <http://www.python.org/doc/essays/foreword>`_]
 
-.. [#f3] در دروس آینده به انواع داده (Data Types) در زبان پایتون به صورت کامل پرداخته می‌شود. البته خواهید دید که این مبحث در پایتون با عنوان «انواع شی» ارايه می‌گردد.
+.. [#f3] در دروس آینده به انواع داده (Data Types) در زبان پایتون به صورت کامل پرداخته می‌شود.
 
 
 .. [#f4] برای مشاهده‌ موارد استفاده بیشتر پایتون می‌توانید به صفحه‌های [`درباره پایتون <http://www.python.org/about/success>`_] و [`ویکی پایتون <http://wiki.python.org/moin/OrganizationsUsingPython>`__] مراجعه نمایید.
@@ -186,14 +187,10 @@
 
 .. [#f7] متغیر در پایتون، نامی است که به یک شی (Object) در حافظه اشاره می‌کند. (در دروس آینده به آن پرداخته خواهد شد)
 
-.. [#f8] از نسخه 2.0 و جدیدتر به پایتون (پیاده‌سازی CPython) افزوده شده است.
-
 .. [#f9] دسته‌بندی رایج دیگر، بر مبنای نسل (Generation) است. زبان‌های نسل اول زبان‌های ماشین، نسل دوم زبان‌های اسمبلی، نسل سوم زبان‌های سطح بالایی مانند C# ،C++ ،C ،Lisp ،Cobol ،Fortran و Java هستند. زبان‌های نسل چهارم آن‌هایی هستند که برای کاربرد‌هایی خاص طراحی شده‌اند مانند NOMAD برای تولید گزارش، SQL برای پرس و جوهای (Queries) پایگاه‌ داده و Postscript برای قالب‌بندی متن. اصطلاح زبان نسل پنجم به زبان‌های مبتنی بر منطق و شرط (logic- and constraint-based) مانند Prolog و OPS5 گفته می‌شود. (آورده شده از کتاب: کامپایلرها... نوشته Aho و...، ویرایش دوم، صفحه ۱۳) - زبان پایتون یک زبان همه منظوره است و در دسته زبان‌های نسل سوم قرار می‌گیرد،‌ هر چند که نسبت به برخی از زبان‌های این نسل سطح بالاتری دارد.
 
 .. [#f10] با توجه به نوشته‌ Jeremy Jones با عنوان `Python's (Weak) Functional Programming Paradigm <http://archive.oreilly.com/pub/post/pythons_weak_functional_progra.html>`_.
 
-.. [#f11] منظور از ماشین مجازی در اینجا ”Process Virtual Machine“ است و نباید با «ماشین مجازی سیستمی» (System Virtual Machine) اشتباه گرفته شود.
-
 .. [#f12]  برای نمونه: این کار در زبان Pascal توسط کلمات Begin و End، در زبان‌های C و Java توسط آکولاد ``{ }`` صورت می‌گیرد.
 
 .. [#f13] PEPs یا Python Enhancement Proposals (طرح‌های توسعه‌ پایتون) در واقع مجموعه اسنادی است که تیم توسعه‌ پایتون از آن‌ها برای توصیف شیوه‌ طراحی، ویژگی‌های جدید یا منطق، فرآیند و راهبردهای آینده پایتون استفاده می‌کنند. فهرست: `PEP 0 <http://www.python.org/dev/peps>`_ 
@@ -209,7 +206,6 @@
 
 :emoji-size:`😊` امیدوارم مفید بوده باشه
 
-`لطفا دیدگاه و سوال‌های مرتبط با این درس خود را در کدرز مطرح نمایید. <http://coderz.ir/python-tutorial-introduction/>`_
   
 
 

From 629178b77e256d854637b169051e13fa581144c8 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Fri, 31 Mar 2023 23:56:52 +0330
Subject: [PATCH 17/79] edited l02

---
 source/index.rst                              |  2 +-
 source/lessons/l01-introduction-to-python.rst |  6 +--
 .../lessons/{l02.rst => l02-setup-python.rst} | 38 ++++++++++++-------
 3 files changed, 29 insertions(+), 17 deletions(-)
 rename source/lessons/{l02.rst => l02-setup-python.rst} (87%)

diff --git a/source/index.rst b/source/index.rst
index 17f9aa7..f7b7e4d 100644
--- a/source/index.rst
+++ b/source/index.rst
@@ -29,7 +29,7 @@
 
    preface
    lessons/l01-introduction-to-python
-   lessons/l02
+   lessons/l02-setup-python
    lessons/l03
    lessons/l04
    lessons/l05
diff --git a/source/lessons/l01-introduction-to-python.rst b/source/lessons/l01-introduction-to-python.rst
index 563b118..5c34b63 100644
--- a/source/lessons/l01-introduction-to-python.rst
+++ b/source/lessons/l01-introduction-to-python.rst
@@ -1,11 +1,11 @@
 .. role:: emoji-size
 
 .. meta::
-   :description: پایتون به فارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس یکم آشنایی با پایتون
+   :description: پایتون به فارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس یکم: آشنایی با پایتون
    :keywords: معرفی پایتون, تاریخچه پایتون, کارایی پایتون, نسخه های پایتون, ویژگی های پایتون, آشنایی با پایتون, آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون
 
 
-.. _lesson_header: 
+.. _lesson-01: 
 
 درس ۰۱: آشنایی با زبان برنامه‌نویسی پایتون
 =================================================
@@ -167,7 +167,7 @@
 
 نسخه‌ پایدار (Stable) پایتون با قالب A.B.C؛ مانند 3.4.2 شماره‌‌گذاری و منتشر می‌شود. عدد A، بخش اصلی (Major) شماره نسخه است و زمانی افزایش می‌یابد که واقعا تغییرات بزرگ و زیادی در زبان پایتون ایجاد شده باشد. عدد B، بخش جزئی (Minor) شماره نسخه را نشان می‌دهد و با ایجاد یک سری تغییرات مهم در زبان پایتون افزایش خواهد یافت. عموما شماره‌ نسخه‌ پایتون تنها به صورت A.B نشان داده می‌شود، زیرا عدد C تنها با رفع اشکال (Bug) احتمالی نسخه‌ منتشر شده افزایش می‌یابد (از عدد صفر) که این امر نیز شامل همه‌ نسخه‌های پایتون نمی‌شود.
 
-.. _lesson_footer: 
+.. _lesson-01-footer: 
 
 پی‌نوشت
 --------
diff --git a/source/lessons/l02.rst b/source/lessons/l02-setup-python.rst
similarity index 87%
rename from source/lessons/l02.rst
rename to source/lessons/l02-setup-python.rst
index e6bcf30..9d27621 100644
--- a/source/lessons/l02.rst
+++ b/source/lessons/l02-setup-python.rst
@@ -1,10 +1,11 @@
 .. role:: emoji-size
 
 .. meta::
-   :description: کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون به فارسی - درس دوم نصب و راه‌اندازی پایتون
+   :description: پایتون به فارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس دوم: نصب و راه‌اندازی پایتون
    :keywords: پایتون, آموزش برنامه نویسی, آموزش پایتون, نصب پایتون در ویندوز, نصب پایتون در لینوکس, سیستم مدیریت بسته پایتون, pip, راه اندازی پایتون, دانلود پایتون, آموزش pip
 
 
+.. _lesson-02: 
 
 درس ۰۲: نصب و راه‌اندازی پایتون
 ================================
@@ -28,6 +29,8 @@
 
 ----
 
+.. _download: 
+
 دانلود
 --------
 برای ترجمه و اجرای سورس کد ایجاد شده به زبان پایتون لازم است «بسته نصبی پایتون» (همان CPython یا اگر ساده بگوییم: پایتون) که شامل مفسر، کتابخانه استاندارد، برنامه `IDLE <http://en.wikipedia.org/wiki/IDLE_%28Python%29>`_ (ویرایشگر پیش‌فرض پایتون) و... است را دانلود و بر روی سیستم عامل نصب نماییم.
@@ -41,16 +44,21 @@
     `Path <http://en.wikipedia.org/wiki/PATH_(variable)>`_ یکی از «متغیر‌های محیطی» (`Environment Variables <http://en.wikipedia.org/wiki/Environment_variable>`_) سیستم عامل است. این متغیر حاوی فهرست دایرکتوری‌هایی می‌باشد که سیستم عامل در آن‌ها به دنبال یک فایل اجرایی هم نام با دستور وارد شده در خط فرمان می‌گردد.
 
 
-هم اکنون این بسته بر پایه دو نسخه‌ متفاوت پایتون (2x و 3x) از `صفحه‌ دانلود آن <http://www.python.org/downloads>`_، متناسب با نوع سیستم عامل و معماری پردازنده قابل دانلود است (اندازه:‌ تقریبا بین ۱۲ تا ۲۵ مگابایت) که برای نصب در ویندوز به شکل یک `فایل نصبی <http://www.python.org/downloads/windows/>`_ (با قالب msi) و متناسب با دو معماری 32 (x86) و 64 (AMD64 ،EM64T ،x64 ،x86-64) بیتی منتشر می‌گردد و در صورت نیاز برای نصب آن در گنو‌لینوکس می‌بایست `سورس کد آن <http://www.python.org/downloads/source/>`_ (که به زبان C است) را دانلود نمایید.
+هم اکنون این بسته  از `صفحه‌ دانلود آن <http://www.python.org/downloads>`_، متناسب با نوع سیستم عامل و معماری پردازنده قابل دانلود است (اندازه:‌ تقریبا ۲۵ مگابایت) که برای نصب در ویندوز به شکل یک `فایل نصبی <http://www.python.org/downloads/windows/>`_ (با قالب msi) و متناسب با دو معماری 32 (x86) و 64 (AMD64 ،EM64T ،x64 ،x86-64) بیتی منتشر می‌گردد و در صورت نیاز برای نصب آن در گنو‌لینوکس می‌بایست `سورس کد آن <http://www.python.org/downloads/source/>`_ (که به زبان C است) را دانلود نمایید.
 
 .. note::
-    امکان نصب نسخه‌های متفاوت پایتون (حتی از یک شاخه) در کنار یکدیگر وجود دارد.
+    امکان نصب نسخه‌های متفاوت پایتون در کنار یکدیگر وجود دارد.
+
+در هنگام آخرین ویرایش  این درس نسخه‌  3.11.2 جدیدترین نسخه‌ منتشر یافته‌ پایتون است. برای دسترسی به جدید‌ترین ویژگی‌ها، پیشنهاد می‌شود همیشه جدیدترین نسخه‌ موجود از پایتون را دانلود نمایید.
+
+**با توجه به اینکه تغییر ملموسی در شیوه نصب پایتون ایجاد نگردیده، از بروزرسانی تصاویر و دستورات صرف نظر گردیده است.**
+
 
-در هنگام نگارش این درس دو نسخه‌ 2.7.9 و 3.4.2 جدیدترین نسخه‌های منتشر یافته‌ پایتون هستند. برای دسترسی به جدید‌ترین ویژگی‌ها، پیشنهاد می‌شود همیشه جدیدترین نسخه‌ موجود از پایتون را دانلود نمایید.
+.. _setup-on-windows: 
 
 نصب در ویندوز
 ---------------
-درست به مانند هر برنامه‌ دیگری در ویندوز، نصب به راحتی تنها با چند بار کلیک بر روی دکمه‌ Next به پایان می‌رسد. پیشنهاد می‌شود مسیر پیش‌فرض نصب (مثلا برای نصب نسخه‌ 3.4.2:‌ \\C:\\Python34) را تغییر ندهید. 
+درست به مانند هر برنامه‌ دیگری در ویندوز، نصب به راحتی تنها با چند بار کلیک بر روی دکمه‌ Next به پایان می‌رسد. پیشنهاد می‌شود مسیر پیش‌فرض نصب (مثلا برای نصب نسخه‌ 3.4.2:‌ ``C:\Python34``) را تغییر ندهید.  قابل ذکر است که در نسخه‌های جدیدتر این مسیر به داخل فولدر Program Files انتقال یافته است، برای مثال برای نسخه 3.11.2 مسیر پیش‌فرض نصب ``C:\Program Files\Python311`` خواهد بود.
 
 در هنگام نصب نسخه‌‌ای که قصد دارید از آن به صورت نسخه‌ پیش‌فرض پایتون خود استفاده نمایید، به این نکته توجه داشته باشید که در مرحله‌ سفارشی‌سازی (Customize) گزینه‌ افزودن خودکار مسیر مفسر پایتون به متغیر Path ویندوز را فعال نمایید (همانند تصویر پایین). در این صورت با وارد کردن دستور ``python`` در خط فرمان ویندوز، مفسر پایتون (این نسخه) فراخوانی می‌شود. برای شروع، با وارد کردن دستور ``python –V`` یا ``python --version`` می‌توانید از نسخه‌ پایتون نصب شده آگاهی یابید:
 
@@ -77,7 +85,8 @@
 
 البته امکان دستکاری Path در هر زمانی وجود دارد:
 
-مسیر Control Panel > System > Advanced system settings > Advanced را طی کرده و سپس با کلیک بر روی Environment Variables پنجره‌ جدیدی باز می‌گردد که در قسمت System variables آن Path را پیدا و انتخاب نمایید. بر روی Edit در پایین همان پنجره کلیک کرده و عبارت ``;C:\Python34;C:\Python34\Scripts`` (برای نسخه 3.4) یا ``;C:\Python27;C:\Python27\Scripts`` (برای نسخه 2.7) را به ابتدای متن موجود در قسمت Variable value پنجره‌ جدید وارد و سپس بر روی دکمه‌ OK کلیک نمایید. :)
+مسیر Control Panel > System > Advanced system settings > Advanced را طی کرده و سپس با کلیک بر روی Environment Variables پنجره‌ جدیدی باز می‌گردد که در قسمت System variables آن Path را پیدا و انتخاب نمایید. بر روی Edit در پایین همان پنجره کلیک کرده و عبارت ``;C:\Python34;C:\Python34\Scripts`` (برای نسخه 3.4) را به ابتدای متن موجود در قسمت Variable value پنجره‌ جدید وارد و سپس بر روی دکمه‌ OK کلیک نمایید. :)
+
 
 .. image:: /_static/l02-add-path-on-windows.png
     :align: center
@@ -100,6 +109,7 @@
     > py -3.3 --version
     3.3.5
 
+.. _setup-on-linux: 
 
 نصب در گنولینوکس
 ------------------
@@ -117,7 +127,7 @@
     python 3.4.0
 
 .. note::
-    از آنجا که هنوز (اوایل ۲۰۱۵) نسخه‌ 2x، نسخه‌ پیش‌فرض پایتون در اکثر توزیع‌های گنولینوکس است، بنابراین دستور ``python --version`` نیز موجب فراخوانی مفسر پایتون نسخه‌ 2x و نمایش نسخه‌ آن می‌شود.
+    هم اکنون نسخه‌ 3x، نسخه‌ پیش‌فرض پایتون در اکثر توزیع‌های گنولینوکس است، بنابراین دستور ``python --version`` نیز موجب فراخوانی مفسر پایتون نسخه‌ 3x و نمایش نسخه‌ آن می‌شود.
 
     `Arch Linux <https://www.archlinux.org/>`_ نخستین توزیع از گنولینوکس است که نسخه‌ 3x را به عنوان نسخه پیش‌فرض پایتون خود قرار داده است.
 
@@ -251,14 +261,17 @@
     Python 3.4.2
 
 .. note::
-    به صورت کلی برای فراخوانی پایتون نسخه 3x از یکی از دستورات ``python3.4`` ،``python3`` یا ``python3.x`` که x بیانگر بخش جزئی نسخه پایتون می‌باشد و برای نسخه 2x نیز از دستورات ``python2.7`` ،``python2`` ،``python`` یا ``python2.x`` استفاده می‌گردد. در این راستا چنانچه پایتون در مسیری خاص نصب گردد لازم است مسیر آن به متغیر Path اضافه شود. برای فراخوانی pip و IDLE هر نسخه نیز از همین رویه پیروی می‌شود.
+    به صورت کلی برای فراخوانی پایتون نسخه 3x از یکی از دستورات ``python3.4``، ``python3``، ``python`` یا ``python3.x`` که x بیانگر بخش جزئی نسخه پایتون می‌باشد و برای نسخه 2x نیز از دستورات ``python2.7`` ،``python2`` یا ``python2.x`` استفاده می‌گردد. در این راستا چنانچه پایتون در مسیری خاص نصب گردد لازم است مسیر آن به متغیر Path اضافه شود. برای فراخوانی pip و IDLE هر نسخه نیز از همین رویه پیروی می‌شود.
+
+
+.. _python-pip: 
 
 سیستم مدیریت بسته
 -------------------
 `pip <http://pip.pypa.io/en/stable/>`_ (پِپ) سیستم مدیریت بسته‌‌ پایتون است. pip ابزاری است مبتنی بر خط فرمان که از آن برای نصب، حذف، بروز رسانی و در کل مدیریت بسته‌های (یا کتابخانه‌ها‌ی شخص ثالث) پایتون استفاده می‌گردد. برنامه‌نویس پس از یافتن بسته‌ مورد نیاز خود در PyPI یا وب‌سایت‌ها و سرویس‌های دیگری به مانند github.com و bitbucket.com می‌تواند به وسیله دستور pip در خط فرمان، اقدام به نصب آن در پایتون نماید.
 
 .. tip::
-    `PyPI <http://pypi.python.org/pypi>`_ (پای‌پِ) یا مخزن بسته‌های پایتون (Python Package Index) محلی است که بسیاری از کتابخانه‌ها یا برنامه‌های شخص ثالث پایتون در آن نگه داری می‌شود. کاربران پایتون می‌توانند از طریق PyPI پروژه (یا بسته) خود را منتشر یا اقدام به جستجو و  دانلود بسته‌های مورد نیاز خود نمایند.
+    `PyPI <https://pypi.org/>`_ (پای‌پِ) یا مخزن بسته‌های پایتون (Python Package Index) محلی است که بسیاری از کتابخانه‌ها یا برنامه‌های شخص ثالث پایتون در آن نگه داری می‌شود. کاربران پایتون می‌توانند از طریق PyPI پروژه (یا بسته) خود را منتشر یا اقدام به جستجو و  دانلود بسته‌های مورد نیاز خود نمایند.
     
 
 آشنایی با مخازنی همچون PyPI و استفاده از pip در توسعه پروژه‌های پایتونی اهمیت بالایی دارد. برای مثال فرض نمایید در پروژه خود می‌بایست تاریخ را با فرمت جلالی نمایش دهید. راه‌حل ابتدایی، توسعه کدها یا ماژولی برای تبدیل تاریخ میلادی (پیش‌فرض در پایتون) به جلالی توسط خودتان می‌باشد. راه‌حل دیگر اما جستجو برای یافتن  کتابخانه‌ یا ماژول‌هایی است که پیش‌تر توسط دیگران توسعه یافته و در مخازنی همانند PyPI منتشر یافته است. در این شرایط برای دسترسی به این کتابخانه‌ها‌ی شخص ثالث تنها کافی است با استفاده از pip آن‌ها را مجموعه کتابخانه‌های داخل رایانه خود اضافه نمایید.
@@ -363,12 +376,13 @@ pip از زمان انتشار نسخه‌ 3.4 به بسته‌ نصبی پای
     user> pip show SomePackage
 
 
-* نصب تمام بسته‌هایی که درون یک فایل متنی به مانند requirements.txt مشخص شده است (`فایل نمونه <https://pip.pypa.io/en/stable/reference/pip_install/#example-requirements-file>`__)::
+* نصب تمام بسته‌هایی که درون یک فایل متنی به مانند requirements.txt مشخص شده است (`فایل نمونه <https://pip.pypa.io/en/stable/reference/requirements-file-format/#requirements-file-format>`__)::
     
     root> pip install -r requirements.txt
    
 
 
+.. _python-pip-user: 
    
 user--
 ~~~~~~~~
@@ -381,7 +395,7 @@ user--
 
 شیوه دیگر استفاده از ``user--`` در میان دستور ماژول pip می‌باشد. این یک روش ساده برای پرهیز از نیاز به دسترسی root (دستور sudo) یا Administrator می‌باشد. در این شرایط ماژول pip هر بسته مورد نیاز را در محیط کاربری، کاربر جاری نگهداری می‌کند::
 
-    user> pip3 install --user bottle
+    user> pip install --user bottle
 
 |
 
@@ -389,6 +403,4 @@ user--
 
 :emoji-size:`😊` امیدوارم مفید بوده باشه
 
-`لطفا دیدگاه و سوال‌های مرتبط با این درس خود را در کدرز مطرح نمایید. <http://coderz.ir/python-tutorial-installation/>`_
-
 

From 0f4fde4d1cb4a4531df81fd426c834c999bdaa9a Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Sat, 1 Apr 2023 03:50:04 +0330
Subject: [PATCH 18/79] edited l03, part 1

---
 source/index.rst                              |  2 +-
 ...> l03-create-and-run-a-python-project.rst} | 70 +++++++------------
 2 files changed, 27 insertions(+), 45 deletions(-)
 rename source/lessons/{l03.rst => l03-create-and-run-a-python-project.rst} (81%)

diff --git a/source/index.rst b/source/index.rst
index f7b7e4d..1044728 100644
--- a/source/index.rst
+++ b/source/index.rst
@@ -30,7 +30,7 @@
    preface
    lessons/l01-introduction-to-python
    lessons/l02-setup-python
-   lessons/l03
+   lessons/l03-create-and-run-a-python-project
    lessons/l04
    lessons/l05
    lessons/l06
diff --git a/source/lessons/l03.rst b/source/lessons/l03-create-and-run-a-python-project.rst
similarity index 81%
rename from source/lessons/l03.rst
rename to source/lessons/l03-create-and-run-a-python-project.rst
index 326836e..3daabe1 100644
--- a/source/lessons/l03.rst
+++ b/source/lessons/l03-create-and-run-a-python-project.rst
@@ -1,10 +1,12 @@
 .. role:: emoji-size
 
 .. meta::
-   :description: کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون به فارسی - درس سوم ایجاد و اجرای پروژه از پایتون
+   :description: پایتون به فارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس سوم: چگونگی ایجاد و اجرای یک پروژه پایتون
    :keywords: پایتون,آموزش پایتون, آموزش برنامه نویسی, ایجاد پروژه پایتون, اسکریپت پایتون, ماژول پایتون, بسته پایتون, ساختار پایتون, پروژه پایتون, سورس کد, سورس کد پایتون, اجرای پایتون, اسکریپت, ماژول, pyvenv, virtualenv
 
 
+.. _lesson-03: 
+
 درس ۰۳: چگونگی ایجاد و اجرای یک پروژه پایتون
 =============================================
 
@@ -27,9 +29,10 @@
 
 ----
 
+.. _project-structure: 
+
 ساختار پروژه
 --------------
-نخستین گام در توسعه‌ یک برنامه پایتون ایجاد یک پروژه است که پس از آن نوشتن کدها یا ایجاد سورس کد (`Source code <https://en.wikipedia.org/wiki/Source_code>`_) برنامه آغاز می‌شود.
 
 سورس کد یک پروژه به زبان پایتون در قالب یک یا چند «ماژول» (Module) توسعه می‌یابد که در سورس کدهایی با بیش از یک ماژول بهتر است ماژول‌هایی که از نظر منطقی با یکدیگر مرتبط هستند را درون دایرکتوری‌هایی مجزا قرار دهیم که به این نوع دایرکتوری‌ها در زبان پایتون «بسته» (Package) گفته می‌شود.
 
@@ -37,16 +40,16 @@
     یک یا چند ماژول درون یک دایرکتوری مشخص تشکیل یک بسته را می‌دهند و هر بسته خود می‌تواند حاوی بسته‌(های) دیگری باشد. 
 
 .. note::
-    از نسخه 3.3 پایتون با افزوده شدن ویژگی جدیدی به نام «بسته فضانام» (Namespace Package - `PEP 420 <http://www.python.org/dev/peps/pep-0420>`_)، تعریف بسته پایتون به دو شاخه «بسته عادی» (Regular Package) که همان تعریف قدیمی از بسته می‌باشد و بسته فضانام گسترش یافته است. [در درس مربوط به ماژول‌ها بیشتر توضیح داده خواهد شد]
+    از نسخه 3.3 پایتون با افزوده شدن ویژگی جدیدی به نام «بسته فضانام» (Namespace Package - `PEP 420 <http://www.python.org/dev/peps/pep-0420>`_)، تعریف بسته پایتون به دو شاخه «بسته عادی» (Regular Package) که همان تعریف قدیمی از بسته می‌باشد و بسته فضانام گسترش یافته است. در انتهای این درس به تفاوت این دو بسته پرداخته خواهد شد.
 
 در تعریف زبان پایتون دو نوع ماژول وجود دارد:
 
-۱- Pure Module (ماژول ناب)، همان تعریف عادی از ماژول پایتون است؛ فایل‌هایی با پسوند py که کد (تعاریف و دستورات) پایتون در آن‌ها نوشته می‌شوند.
+۱- Pure Module (ماژول عادی)، همان تعریف عادی از ماژول پایتون است؛ فایل‌هایی با پسوند py که کد (تعاریف و دستورات) پایتون در آن‌ها نوشته می‌شوند.
 
-۲- Extension Module (ماژول توسعه)، ماژول‌هایی که توسط زبان‌های برنامه‌نویسی دیگری  به غیر از پایتون  ایجاد شده‌اند. از درس یکم به خاطر داریم که پایتون یک زبان توسعه‌پذیر است و در کنار آن می‌توان از کد‌های نوشته شده با دیگر زبان‌های برنامه‌نویسی استفاده نمود: به مانند C و ++C در پیاده‌سازی CPython یا Java در پیاده‌سازی Jython یا #C در پیاده‌سازی IronPython - [ایجاد و استفاده از این نوع ماژول در درسی جداگانه بررسی خواهد شد.]
+۲- Extension Module (ماژول توسعه)، ماژول‌هایی که توسط زبان‌های برنامه‌نویسی دیگری  به غیر از پایتون  ایجاد شده‌اند. از درس یکم به خاطر داریم که پایتون یک زبان توسعه‌پذیر است و در کنار آن می‌توان از کد‌های نوشته شده با دیگر زبان‌های برنامه‌نویسی استفاده نمود: به مانند C و ++C در پیاده‌سازی CPython یا Java در پیاده‌سازی Jython یا #C در پیاده‌سازی IronPython - بررسی این نوع ماژول خارج از حوزه این کتاب است. در صورت علاقه برای مطالعه بیشتر می‌توانید به مستندات پایتون مراجعه (`Python/C API Reference <https://docs.python.org/3/c-api/index.html>`_) یا کتاب Python 3.6 Extending and Embedding Python نوشته Guido Van Rossum را تهیه نمایید.
 
 .. note::
-    از این پس هر جایی از کتاب که گفته شود «ماژول» منظور Pure Module خواهد بود، مگر اینکه نام «ماژول توسعه» به صراحت ذکر گردد.
+    از این پس هر جایی از این کتاب که گفته شود «ماژول» منظور Pure Module خواهد بود، مگر اینکه نام «ماژول توسعه» به صراحت ذکر گردد.
 
 در ایجاد یک پروژه از پایتون هیچ اجباری به رعایت ساختار خاصی نیست و حتی سورس کد یک پروژه می‌تواند تنها شامل یک ماژول باشد. به عنوان نمونه، شمای پایین از پروژه فرضی SampleProject را در نظر بگیرید:
 
@@ -62,66 +65,45 @@
         └── module_three.py
 
 .. tip::
-    در پایتون هر بسته‌ (عادی) می‌بایست حاوی فایل ویژه‌‌‌ init\_\_.py_\_\  باشد که البته الزامی به کدنویسی درون این فایل وجود ندارد. این فایل دایرکتوری خود را به عنوان یک بسته (محلی برای یافتن ماژول‌ها) به مفسر پایتون معرفی می‌کند.
+    در پایتون هر **بسته‌ عادی** می‌بایست حاوی فایل ویژه‌‌‌ init\_\_.py_\_\  باشد که البته الزامی به کدنویسی درون این فایل وجود ندارد. این فایل دایرکتوری خود را به عنوان یک بسته (محلی برای یافتن ماژول‌های مرتبط) به مفسر پایتون معرفی می‌کند.
 
 در ایجاد سورس کد باید به صورتی عمل شود که با اجرای یک ماژول‌ مشخص تمام برنامه اجرا گردد. این ماژول معمولا هم نام پروژه در نظر گرفته و با عنوان «اسکریپت» (Script) از آن یاد می‌شود (اینجا:‌ sample_project.py). در واقع اسکریپت، ماژولی است که با هدف اجرای برنامه توسعه می‌یابد و ایجاد سورس کد نیز از آن شروع می‌گردد. از طرفی همانطور که می‌دانیم یکی از ویژگی‌های پایتون امکان برنامه نویسی ماژولار (`Modular <http://en.wikipedia.org/wiki/Modular_programming>`_) است به این صورت که می‌توان کد‌های خود را بر حسب نیاز در ماژول‌هایی جداگانه نوشت و با وارد کردن (Import) آن‌ها در اسکریپت (یا ماژول‌های دیگر) از کد درون آن‌ها استفاده نمود. با این منطق می‌شود سورس کد یک پروژه از پایتون را تنها شامل یک اسکریپت تصور کرد که می‌تواند توسط تعدادی ماژول گسترش یابد؛ البته ممکن است ماژول‌ها نیز بر حسب نیاز در بسته‌هایی جداگانه قرار گرفته باشند.
 
 .. tip::
     [`PEP 8 <http://www.python.org/dev/peps/pep-0008/>`_]: در نام‌گذاری ماژول‌ها تنها از حروف کوچک استفاده می‌شود و در صورت نیاز می‌توان از کاراکتر خط زیرین (``_``) نیز استفاده نمود. نام بسته‌ها کوتاه بوده و از حروف کوچک تشکیل می‌گردد؛ استفاده از ``_`` در نام بسته پیشنهاد نمی‌شود.
 
-اکنون اطلاعات کافی برای شروع یک پروژه از پایتون را دارید ولی چنانچه می‌خواهید با ساختار مناسب پروژه‌ای که قرار است برای استفاده افراد دیگر از طریق PyPI یا سرویس‌هایی نظیر github.com منتشر شود (مانند یک کتابخانه کاربردی) آشنا شوید، ادامه این بخش را نیز مطالعه نمایید. در غیر این صورت می‌توانید به بخش بعدی از همین درس `پرش <#id7>`_ نمایید.
+اکنون اطلاعات کافی برای شروع یک پروژه از پایتون را دارید ولی چنانچه می‌خواهید با ساختار مناسب پروژه‌ای که قرار است برای استفاده افراد دیگر از طریق PyPI یا سرویس‌هایی نظیر github.com منتشر شود (مانند یک کتابخانه کاربردی) آشنا شوید، ادامه این بخش را نیز مطالعه نمایید. در غیر این صورت می‌توانید به بخش بعدی از همین درس `پرش <#source-code>`_ نمایید.
 
 جدا از سورس کد لازم است موارد دیگری نیز در ساختار این نوع پروژه‌ها در نظر گرفته شود؛ به ساختار پایین توجه نمایید:
 
 
 .. code::
     
-    SampleProject
+    my_project
     .
-    ├── docs/
+    ├── pyproject.toml
+    │
     ├── LICENSE.txt
-    ├── MANIFEST.in
     ├── README.rst
     ├── requirements.txt
-    ├── sampleproject/
-    │   ├── __init__.py
-    │   ├── module_one.py
-    │   ├── pakage/
-    │   │   ├── __init__.py
-    │   │   ├── module_two.py
-    │   │   └── module_three.py
-    │   ├── sample_project.py
-    │   └── test/
-    ├── setup.cfg
-    └── setup.py
-
-ساختار ابتدایی تنها شامل سورس کد می‌بود ولی در این ساختار تمام سورس کد در قالب یک بسته پایتون بخشی از مجموعه بزرگتری است که در آن یک سری فایل به مانند requirements.txt ،README.rst و setup.py به همراه دو دایرکتوری docs و test افزوده شده است. 
-در ادامه کمی از کاربرد این موارد توضیح داده می‌شود ولی تاکید می‌شود که در حال حاضر نیازی به رعایت این ساختار نیست و در انتهای کتاب با ایجاد یک پروژه عملی و قرار دادن آن بر روی github.com و PyPI به صورت کاربردی با آن‌ها آشنا خواهید شد. [برای کسب اطلاعات بیشتر می‌توانید از `اسناد پایتون <http://packaging.python.org/en/latest/distributing.html>`_ استفاده نمایید]
-
-**setup.py**: این فایل مهم دو کارکرد دارد: 
-۱- پیکربندی پروژه که از طریق آرگومان‌های تابع آماده ``()setup`` درون این فایل صورت می‌پذیرد.
-۲- یک رابط خط فرمان برای اجرای دستورات کاربردی مرتبط با پروژه (الگویی مشابه: ``<python setup.py <commands``). 
-
-  فهرست این دستورات از طریق وارد کردن دستوری مشابه ``python setup.py --help-commands`` قابل مشاهده است.
-
-**setup.cfg**: ساختاری شبیه به یک `فایل ini <http://en.wikipedia.org/wiki/INI_file>`_ داشته و در صورت نیاز گزینه‌های مربوط به دستورات خط فرمان setup.py در این فایل تعریف می‌گردند. برای مشاهده فهرست گزینه‌های یک دستور مشخص  می‌توانید از الگوی ``<python setup.py --help <commands`` پیروی نمایید. 
-
-**README.rst**: تمام پروژه‌ها می‌بایست شامل سندی برای توصیف خود باشند. در پایتون برای ایجاد اسناد معمولا از زبان نشانه‌گذاری `reStructuredText <http://en.wikipedia.org/wiki/ReStructuredText>`_ استفاده می‌گردد و به همین دلیل این اسناد پسوند rst دارند که البته اجباری به این مورد نیست و می‌توانید برای ایجاد این فایل از `Markdown <http://en.wikipedia.org/wiki/Markdown>`_ (پسوند md) نیز استفاده نمایید.
-
-**MANIFEST.in**: معمولا از این فایل برای معرفی فایل‌های غیر پایتونی موجود در پروژه استفاده می‌شود. زمانی که قصد ایجاد «سورس توزیع» یا sdist از پروژه را داشته باشید (دستوری مشابه: ``python setup.py sdist``)  تنها `فایل‌های مشخصی <http://docs.python.org/3.4/distutils/sourcedist.html#specifying-the-files-to-distribute>`_ از پروژه شناسایی می‌شوند و شناساندن باقی فایل‌ها (در صورت وجود) می‌بایست توسط این فایل (البته با `الگویی خاص <http://docs.python.org/2/distutils/sourcedist.html#the-manifest-in-template>`_) انجام گیرد.
+    │
+    ├── src/
+    │   └── unique_pakage_name/
+    │       ├── __init__.py
+    │       └── main.py
+    │   
+    ├── docs/
+    └── test/
 
-**requirements.txt**: از این فایل برای معرفی کتابخانه‌های خاصی که در پروژه استفاده شده‌اند و در زمان نصب یا اجرای سورس کد، وجود یا نصب بودن آن‌ها نیز ضروری است، استفاده می‌گردد.
 
-**LICENSE.txt**: این فایل پروانه‌ انتشار پروژه را شامل می‌شود و اغلب حاوی یک کپی از متن پروانه‌های متن باز رایج به مانند `MIT <http://opensource.org/licenses/MIT>`_ ،`GPL <http://opensource.org/licenses/GPL-3.0>`_ یا `BSD <http://opensource.org/licenses/BSD-3-Clause>`_ می‌باشد.
+ساختار ابتدایی تنها شامل سورس کد می‌بود ولی در این ساختار تمام سورس کد در قالب یک بسته پایتون بخشی از مجموعه بزرگتری است که در آن یک سری فایل به مانند requirements.txt ،README.rst و pyproject.toml افزوده شده است.  تاکید می‌شود که در حال حاضر نیازی به رعایت این ساختار و ایجاد تمامی این فایل‌ها نیست. 
 
-.. note::
-    لازم است تمامی فایل‌های یاد شده و دایرکتوری docs در بالاترین شاخه از دایرکتوری پروژه قرار داده شوند.
+اکنون می توان از روی این پروژه یک توزیع (Distribution) ایجاد و آن را با استفاده از ابزارهایی به مانند  `Twine <https://twine.readthedocs.io/en/stable/>`_ یا `Poetry <https://python-poetry.org/>`_ بر روی PyPI منتشر ساخت. [برای کسب اطلاعات بیشتر می‌توانید از `اسناد پایتون <https://packaging.python.org/en/latest/tutorials/packaging-projects/>`_ استفاده نمایید]
 
-**docs**: در این دایرکتوری اسناد (راهنما، آموزش و...)  پروژه قرار داده می‌شوند. ایجاد این اسناد توسط `Sphinx <http://sphinx-doc.org/>`_ در درسی جداگانه بررسی خواهد شد.
+در صورت علاقه می‌توانید نگاهی نیز به پروژه `saeiddrv/PackagingPythonProjects <https://github.com/saeiddrv/PackagingPythonProjects>`_ بیاندازید که تمامی مراحل را به صورت کاربردی پیاده‌سازی کرده است.
 
-**test**: این دایرکتوری محل نگهداری برنامه تست پروژه می‌باشد. ایجاد تست پروژه نیز در درسی جداگانه بررسی می‌گردد. این دایرکتوری می‌تواند هم  در بالا ترین شاخه از پروژه و هم در داخل دایرکتوری سورس کد قرار داده شود.
 
-با ایجاد یک توزیع (Distribution) از این ساختار و انتشار آن [که در آینده خواهید آموخت]، امکان نصب پروژه از طریق pip به وجود می‌آید. معمولا به جای واژه «توزیع» از واژه «بسته» (Package) استفاده می‌گردد؛ همانطور که pip نیز «سیستم مدیریت بسته پایتون» نامیده می‌شود و هیچگاه نباید آن را با مفهوم «بسته» که تا پیش از این مطرح شده است اشتباه گرفت.
+.. _source-code: 
 
 ایجاد سورس کد
 ---------------

From 5e04598ea11ef54355ec0e4d9f5b8e979138507f Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Sat, 1 Apr 2023 10:31:27 +0330
Subject: [PATCH 19/79] edited l03

---
 .../l03-create-and-run-a-python-project.rst   | 100 +++++++++++-------
 1 file changed, 59 insertions(+), 41 deletions(-)

diff --git a/source/lessons/l03-create-and-run-a-python-project.rst b/source/lessons/l03-create-and-run-a-python-project.rst
index 3daabe1..664cfb8 100644
--- a/source/lessons/l03-create-and-run-a-python-project.rst
+++ b/source/lessons/l03-create-and-run-a-python-project.rst
@@ -29,9 +29,9 @@
 
 ----
 
-.. _project-structure: 
+.. _definations: 
 
-ساختار پروژه
+تعاریف
 --------------
 
 سورس کد یک پروژه به زبان پایتون در قالب یک یا چند «ماژول» (Module) توسعه می‌یابد که در سورس کدهایی با بیش از یک ماژول بهتر است ماژول‌هایی که از نظر منطقی با یکدیگر مرتبط هستند را درون دایرکتوری‌هایی مجزا قرار دهیم که به این نوع دایرکتوری‌ها در زبان پایتون «بسته» (Package) گفته می‌شود.
@@ -40,68 +40,41 @@
     یک یا چند ماژول درون یک دایرکتوری مشخص تشکیل یک بسته را می‌دهند و هر بسته خود می‌تواند حاوی بسته‌(های) دیگری باشد. 
 
 .. note::
-    از نسخه 3.3 پایتون با افزوده شدن ویژگی جدیدی به نام «بسته فضانام» (Namespace Package - `PEP 420 <http://www.python.org/dev/peps/pep-0420>`_)، تعریف بسته پایتون به دو شاخه «بسته عادی» (Regular Package) که همان تعریف قدیمی از بسته می‌باشد و بسته فضانام گسترش یافته است. در انتهای این درس به تفاوت این دو بسته پرداخته خواهد شد.
+    از نسخه 3.3 پایتون با افزوده شدن ویژگی جدیدی به نام «بسته فضانام» (Namespace Package - `PEP 420 <http://www.python.org/dev/peps/pep-0420>`_)، تعریف بسته پایتون به دو شاخه «بسته عادی» (Regular Package) که همان تعریف قدیمی از بسته می‌باشد و بسته فضانام گسترش یافته است.
+
+    در واقع، تا قبل از پایتون 3.3 هر بسته پایتون می‌بایست حاوی یک فایل ``init__.py__`` باشد ولی اکنون نیازی به این فایل نیست و مفسر پایتون اکنون می‌تواند تمامی بسته‌های داخل پرو‌ژه را محل یابی کند. در این درس به منظور شفاف‌سازی بسته‌ها از روش Regular Package استفاده خواهد شد.
 
 در تعریف زبان پایتون دو نوع ماژول وجود دارد:
 
-۱- Pure Module (ماژول عادی)، همان تعریف عادی از ماژول پایتون است؛ فایل‌هایی با پسوند py که کد (تعاریف و دستورات) پایتون در آن‌ها نوشته می‌شوند.
+۱- Pure Module (ماژول عادی)، همان تعریف عادی از ماژول پایتون است؛ فایل‌هایی با پسوند py که کد (تعاریف و دستورات) به زبان پایتون در آن‌ها نوشته می‌شود.
 
-۲- Extension Module (ماژول توسعه)، ماژول‌هایی که توسط زبان‌های برنامه‌نویسی دیگری  به غیر از پایتون  ایجاد شده‌اند. از درس یکم به خاطر داریم که پایتون یک زبان توسعه‌پذیر است و در کنار آن می‌توان از کد‌های نوشته شده با دیگر زبان‌های برنامه‌نویسی استفاده نمود: به مانند C و ++C در پیاده‌سازی CPython یا Java در پیاده‌سازی Jython یا #C در پیاده‌سازی IronPython - بررسی این نوع ماژول خارج از حوزه این کتاب است. در صورت علاقه برای مطالعه بیشتر می‌توانید به مستندات پایتون مراجعه (`Python/C API Reference <https://docs.python.org/3/c-api/index.html>`_) یا کتاب Python 3.6 Extending and Embedding Python نوشته Guido Van Rossum را تهیه نمایید.
+۲- Extension Module (ماژول توسعه)، ماژول‌هایی که توسط زبان‌های برنامه‌نویسی دیگری  به غیر از پایتون  تهیه شده‌اند. از درس یکم به خاطر داریم که پایتون یک زبان توسعه‌پذیر است و در کنار آن می‌توان از کد‌های نوشته شده با دیگر زبان‌های برنامه‌نویسی استفاده نمود: به مانند C و ++C در پیاده‌سازی CPython یا Java در پیاده‌سازی Jython یا #C در پیاده‌سازی IronPython - بررسی این نوع ماژول خارج از حوزه این کتاب است. در صورت علاقه برای مطالعه بیشتر می‌توانید به مستندات پایتون مراجعه (`Python/C API Reference <https://docs.python.org/3/c-api/index.html>`_) یا کتاب Python 3.6 Extending and Embedding Python نوشته Guido Van Rossum را تهیه نمایید.
 
 .. note::
     از این پس هر جایی از این کتاب که گفته شود «ماژول» منظور Pure Module خواهد بود، مگر اینکه نام «ماژول توسعه» به صراحت ذکر گردد.
 
-در ایجاد یک پروژه از پایتون هیچ اجباری به رعایت ساختار خاصی نیست و حتی سورس کد یک پروژه می‌تواند تنها شامل یک ماژول باشد. به عنوان نمونه، شمای پایین از پروژه فرضی SampleProject را در نظر بگیرید:
+در ایجاد یک پروژه از پایتون هیچ اجباری به رعایت ساختار خاصی نیست و سورس کد یک پروژه می‌تواند تنها شامل یک ماژول (فایل با پسوند py.) باشد. به عنوان نمونه، شمای پایین از پروژه فرضی SampleProject را در نظر بگیرید:
 
 .. code::
     
     SampleProject
     .
     ├── sample_project.py
-    ├── module_one.py
     └── pakage/
         ├── __init__.py
         ├── module_two.py
-        └── module_three.py
+        └── module_one.py
 
 .. tip::
-    در پایتون هر **بسته‌ عادی** می‌بایست حاوی فایل ویژه‌‌‌ init\_\_.py_\_\  باشد که البته الزامی به کدنویسی درون این فایل وجود ندارد. این فایل دایرکتوری خود را به عنوان یک بسته (محلی برای یافتن ماژول‌های مرتبط) به مفسر پایتون معرفی می‌کند.
+    در پایتون هر **Regular Package** می‌بایست حاوی فایل ویژه‌‌‌ ``init__.py__``  باشد که البته الزامی به کدنویسی درون این فایل وجود ندارد. این فایل دایرکتوری خود را به عنوان یک بسته (محلی برای یافتن ماژول‌های مرتبط) به مفسر پایتون معرفی می‌کند.
 
-در ایجاد سورس کد باید به صورتی عمل شود که با اجرای یک ماژول‌ مشخص تمام برنامه اجرا گردد. این ماژول معمولا هم نام پروژه در نظر گرفته و با عنوان «اسکریپت» (Script) از آن یاد می‌شود (اینجا:‌ sample_project.py). در واقع اسکریپت، ماژولی است که با هدف اجرای برنامه توسعه می‌یابد و ایجاد سورس کد نیز از آن شروع می‌گردد. از طرفی همانطور که می‌دانیم یکی از ویژگی‌های پایتون امکان برنامه نویسی ماژولار (`Modular <http://en.wikipedia.org/wiki/Modular_programming>`_) است به این صورت که می‌توان کد‌های خود را بر حسب نیاز در ماژول‌هایی جداگانه نوشت و با وارد کردن (Import) آن‌ها در اسکریپت (یا ماژول‌های دیگر) از کد درون آن‌ها استفاده نمود. با این منطق می‌شود سورس کد یک پروژه از پایتون را تنها شامل یک اسکریپت تصور کرد که می‌تواند توسط تعدادی ماژول گسترش یابد؛ البته ممکن است ماژول‌ها نیز بر حسب نیاز در بسته‌هایی جداگانه قرار گرفته باشند.
+در ایجاد سورس کد باید به صورتی عمل شود که با اجرای یک ماژول‌ مشخص تمام برنامه اجرا گردد. این ماژول معمولا هم نام پروژه در نظر گرفته و با عنوان «اسکریپت» (Script) از آن یاد می‌شود (اینجا:‌ sample_project.py). در واقع اسکریپت، ماژولی است که با هدف اجرای برنامه توسعه می‌یابد و ایجاد سورس کد نیز از آن شروع می‌گردد. 
 
 .. tip::
-    [`PEP 8 <http://www.python.org/dev/peps/pep-0008/>`_]: در نام‌گذاری ماژول‌ها تنها از حروف کوچک استفاده می‌شود و در صورت نیاز می‌توان از کاراکتر خط زیرین (``_``) نیز استفاده نمود. نام بسته‌ها کوتاه بوده و از حروف کوچک تشکیل می‌گردد؛ استفاده از ``_`` در نام بسته پیشنهاد نمی‌شود.
-
-اکنون اطلاعات کافی برای شروع یک پروژه از پایتون را دارید ولی چنانچه می‌خواهید با ساختار مناسب پروژه‌ای که قرار است برای استفاده افراد دیگر از طریق PyPI یا سرویس‌هایی نظیر github.com منتشر شود (مانند یک کتابخانه کاربردی) آشنا شوید، ادامه این بخش را نیز مطالعه نمایید. در غیر این صورت می‌توانید به بخش بعدی از همین درس `پرش <#source-code>`_ نمایید.
-
-جدا از سورس کد لازم است موارد دیگری نیز در ساختار این نوع پروژه‌ها در نظر گرفته شود؛ به ساختار پایین توجه نمایید:
-
-
-.. code::
-    
-    my_project
-    .
-    ├── pyproject.toml
-    │
-    ├── LICENSE.txt
-    ├── README.rst
-    ├── requirements.txt
-    │
-    ├── src/
-    │   └── unique_pakage_name/
-    │       ├── __init__.py
-    │       └── main.py
-    │   
-    ├── docs/
-    └── test/
-
-
-ساختار ابتدایی تنها شامل سورس کد می‌بود ولی در این ساختار تمام سورس کد در قالب یک بسته پایتون بخشی از مجموعه بزرگتری است که در آن یک سری فایل به مانند requirements.txt ،README.rst و pyproject.toml افزوده شده است.  تاکید می‌شود که در حال حاضر نیازی به رعایت این ساختار و ایجاد تمامی این فایل‌ها نیست. 
-
-اکنون می توان از روی این پروژه یک توزیع (Distribution) ایجاد و آن را با استفاده از ابزارهایی به مانند  `Twine <https://twine.readthedocs.io/en/stable/>`_ یا `Poetry <https://python-poetry.org/>`_ بر روی PyPI منتشر ساخت. [برای کسب اطلاعات بیشتر می‌توانید از `اسناد پایتون <https://packaging.python.org/en/latest/tutorials/packaging-projects/>`_ استفاده نمایید]
-
-در صورت علاقه می‌توانید نگاهی نیز به پروژه `saeiddrv/PackagingPythonProjects <https://github.com/saeiddrv/PackagingPythonProjects>`_ بیاندازید که تمامی مراحل را به صورت کاربردی پیاده‌سازی کرده است.
+  هر پروژه پایتون باید حاوی یک و تنها یک اسکریپت باشد ولی می‌تواند هیچ، یک یا چند ماژول داشته باشد  که این ماژول‌ها نیز می‌توانند در قالب بسته‌هایی جداگانه سازمان‌دهی شوند. 
 
+.. tip::
+    [`PEP 8 <http://www.python.org/dev/peps/pep-0008/>`_]: در نام‌گذاری ماژول‌ها تنها از حروف کوچک استفاده می‌شود و در صورت نیاز می‌توان از کاراکتر خط زیرین (``_``) نیز استفاده نمود (اما پیشنهاد نمی‌شود). نام بسته‌ها کوتاه بوده و از حروف کوچک تشکیل می‌گردد.
 
 .. _source-code: 
 
@@ -280,6 +253,13 @@
     IDE یا Integrated development environment به ابزارهایی گفته می‌شود که علاوه‌بر یک ویرایشگر متن پیشرفته، امکانات بسیار کاربردی دیگری را نیز به مانند دیباگر (`Debugger <https://en.wikipedia.org/wiki/Debugger>`__) در اختیار برنامه‌نویس قرار می‌دهد.
 
 
+.. _python-import: 
+
+دستور import
+---------------
+
+
+
 پشت صحنه اجرا
 ---------------
 زمانی که اقدام به اجرای یک اسکریپت می‌کنید؛ ابتدا، اسکریپت و تمام ماژول‌های وارد شده در آن به بایت‌کد کامپایل و سپس بایت‌کد‌های حاصل جهت تفسیر به زبان ماشین و اجرا، به ماشین مجازی فرستاده می‌شوند. آنچه ما از آن به عنوان مفسر پایتون (پیاده‌سازی CPython) یاد می‌کنیم در واقع ترکیبی از یک کامپایلر و یک ماشین مجازی است. تصویر پایین به خوبی روند اجرای کدهای پایتون را نمایش می‌دهد.
@@ -420,6 +400,44 @@ pyvenv
     >
 
 
+.. _packaging-projects: 
+
+انتشار پروژه
+--------------
+
+
+اکنون اطلاعات کافی برای شروع یک پروژه از پایتون را دارید ولی چنانچه می‌خواهید با ساختار مناسب پروژه‌ای که قرار است برای استفاده افراد دیگر از طریق PyPI یا سرویس‌هایی نظیر github.com منتشر شود (مانند یک کتابخانه کاربردی) آشنا شوید، ادامه این بخش را نیز مطالعه نمایید. در غیر این صورت می‌توانید به بخش بعدی از همین درس `پرش <#source-code>`_ نمایید.
+
+جدا از سورس کد لازم است موارد دیگری نیز در ساختار این نوع پروژه‌ها در نظر گرفته شود؛ به ساختار پایین توجه نمایید:
+
+
+.. code::
+    
+    my_project
+    .
+    ├── pyproject.toml
+    │
+    ├── LICENSE.txt
+    ├── README.rst
+    ├── requirements.txt
+    │
+    ├── src/
+    │   └── unique_pakage_name/
+    │       ├── __init__.py
+    │       └── main.py
+    │   
+    ├── docs/
+    └── test/
+
+
+ساختار ابتدایی تنها شامل سورس کد می‌بود ولی در این ساختار تمام سورس کد در قالب یک بسته پایتون بخشی از مجموعه بزرگتری است که در آن یک سری فایل به مانند requirements.txt ،README.rst و pyproject.toml افزوده شده است.  تاکید می‌شود که در حال حاضر نیازی به رعایت این ساختار و ایجاد تمامی این فایل‌ها نیست. 
+
+اکنون می توان از روی این پروژه یک توزیع (Distribution) ایجاد و آن را با استفاده از ابزارهایی به مانند  `Twine <https://twine.readthedocs.io/en/stable/>`_ یا `Poetry <https://python-poetry.org/>`_ بر روی PyPI منتشر ساخت. [برای کسب اطلاعات بیشتر می‌توانید از `اسناد پایتون <https://packaging.python.org/en/latest/tutorials/packaging-projects/>`_ استفاده نمایید]
+
+در صورت علاقه می‌توانید نگاهی نیز به پروژه `saeiddrv/PackagingPythonProjects <https://github.com/saeiddrv/PackagingPythonProjects>`_ بیاندازید که تمامی مراحل را به صورت کاربردی پیاده‌سازی کرده است.
+
+
+
 |
 
 ----

From 76c50e841efd6f1d99938150c6332b225593b9ec Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Sat, 1 Apr 2023 23:50:08 +0330
Subject: [PATCH 20/79] edited l03

---
 source/lessons/l01-introduction-to-python.rst |   1 +
 .../l03-create-and-run-a-python-project.rst   | 308 ++++++++++++------
 2 files changed, 218 insertions(+), 91 deletions(-)

diff --git a/source/lessons/l01-introduction-to-python.rst b/source/lessons/l01-introduction-to-python.rst
index 5c34b63..8ec0bcb 100644
--- a/source/lessons/l01-introduction-to-python.rst
+++ b/source/lessons/l01-introduction-to-python.rst
@@ -43,6 +43,7 @@
 
 یک سال بعد آقای روسوم از پایتون در پروژه‌ آمیب استفاده می‌کند؛ نتیجه‌ مطلوب و نیز بازخورد آن در بین همکارانش موجب می‌شود تا وی به بسیاری از بهینه سازی‌های اولیه در پایتون اقدام نماید. این روند ادامه می‌یابد تا اینکه سرانجام در ماه دوم از سال ۱۹۹۱ میلادی این زبان را با نسخه 0.9.0 و تحت پروانه‌ای مشابه با پروانه‌ `MIT <http://en.wikipedia.org/wiki/MIT_License>`_ از طریق یکی از «گروه‌های خبری»  (یوزنت Usenet) با عنوان `alt.sources <http://www.faqs.org/faqs/alt-sources-intro>`_ منتشر می‌سازد که با استقبال بالایی نیز رو به رو می‌گردد.
 
+.. pull-quote::
 
     "Python version 0.9.0 is released"
 
diff --git a/source/lessons/l03-create-and-run-a-python-project.rst b/source/lessons/l03-create-and-run-a-python-project.rst
index 664cfb8..2aa121e 100644
--- a/source/lessons/l03-create-and-run-a-python-project.rst
+++ b/source/lessons/l03-create-and-run-a-python-project.rst
@@ -17,7 +17,7 @@
 
     Photo by `Sam Moqadam <https://unsplash.com/photos/UkwbRZkt8zM>`__
 
-این درس به چگونگی ایجاد پروژه‌‌های برنامه‌نویسی پایتون و اجرای آن‌ها اختصاص یافته است. درس با بیان تعاریف و رسم ساختار معمول یک  پروژه شروع  و اشاره‌ای نیز به ساختار پروژه‌های قابل انتشار در PyPI می‌شود. در بخش یکم تلاش شده است که تصویر کاملی از ساختار یک پروژه در ذهن خواننده ایجاد و از این طریق او با تعاریف «بسته»، «ماژول» و «اسکریپت» در زبان پایتون آشنا شود. در دو بخش‌ بعدی نیز ضمن اشاره به دو شیوه‌ اجرای دستورات پایتون، به شیوه ایجاد اسکریپت و چگونگی اجرای آن تمرکز شده است؛ چرا که پروژه‌های پایتون به این شیوه اجرا می‌گردند. در ادامه هم به روند اجرای کد توسط مفسر پایتون و همچنین معرفی بایت‌کد توجه و در نهایت نیز به معرفی virtualenv و pyvenv پرداخته شده است.
+این درس به چگونگی ایجاد پروژه‌‌های برنامه‌نویسی پایتون و اجرای آن‌ها اختصاص یافته است. درس با بیان تعاریف و رسم ساختار معمول یک  پروژه شروع  و اشاره‌ای نیز به ساختار پروژه‌های قابل انتشار در PyPI می‌شود. در بخش یکم تلاش شده است که تصویر کاملی از ساختار یک پروژه در ذهن خواننده ایجاد و از این طریق او با تعاریف «بسته»، «ماژول» و «اسکریپت» در زبان پایتون آشنا شود. در دو بخش‌ بعدی نیز ضمن اشاره به دو شیوه‌ اجرای دستورات پایتون، به شیوه ایجاد اسکریپت و چگونگی اجرای آن تمرکز شده است؛ چرا که پروژه‌های پایتون به این شیوه اجرا می‌گردند. در ادامه هم به روند اجرای کد توسط مفسر پایتون و همچنین به معرفی بایت‌کد و در نهایت نیز به معرفی virtualenv و pyvenv پرداخته شده است.
 
 :emoji-size:`✔` سطح: پایه
 
@@ -42,7 +42,7 @@
 .. note::
     از نسخه 3.3 پایتون با افزوده شدن ویژگی جدیدی به نام «بسته فضانام» (Namespace Package - `PEP 420 <http://www.python.org/dev/peps/pep-0420>`_)، تعریف بسته پایتون به دو شاخه «بسته عادی» (Regular Package) که همان تعریف قدیمی از بسته می‌باشد و بسته فضانام گسترش یافته است.
 
-    در واقع، تا قبل از پایتون 3.3 هر بسته پایتون می‌بایست حاوی یک فایل ``init__.py__`` باشد ولی اکنون نیازی به این فایل نیست و مفسر پایتون اکنون می‌تواند تمامی بسته‌های داخل پرو‌ژه را محل یابی کند. در این درس به منظور شفاف‌سازی بسته‌ها از روش Regular Package استفاده خواهد شد.
+    در واقع، تا قبل از پایتون 3.3 هر بسته پایتون می‌بایست حاوی یک فایل ``init__.py__`` باشد ولی دیگر نیازی به این فایل نیست و مفسر پایتون اکنون می‌تواند تمامی بسته‌های داخل پرو‌ژه را محل‌یابی کند. در این درس به منظور شفاف‌سازی بسته‌ها از روش Regular Package استفاده خواهد شد.
 
 در تعریف زبان پایتون دو نوع ماژول وجود دارد:
 
@@ -55,6 +55,14 @@
 
 در ایجاد یک پروژه از پایتون هیچ اجباری به رعایت ساختار خاصی نیست و سورس کد یک پروژه می‌تواند تنها شامل یک ماژول (فایل با پسوند py.) باشد. به عنوان نمونه، شمای پایین از پروژه فرضی SampleProject را در نظر بگیرید:
 
+.. code::
+    
+    SampleProject
+    .
+    └── sample_project.py
+
+یا کمی پیچیده‌تر:
+
 .. code::
     
     SampleProject
@@ -71,7 +79,7 @@
 در ایجاد سورس کد باید به صورتی عمل شود که با اجرای یک ماژول‌ مشخص تمام برنامه اجرا گردد. این ماژول معمولا هم نام پروژه در نظر گرفته و با عنوان «اسکریپت» (Script) از آن یاد می‌شود (اینجا:‌ sample_project.py). در واقع اسکریپت، ماژولی است که با هدف اجرای برنامه توسعه می‌یابد و ایجاد سورس کد نیز از آن شروع می‌گردد. 
 
 .. tip::
-  هر پروژه پایتون باید حاوی یک و تنها یک اسکریپت باشد ولی می‌تواند هیچ، یک یا چند ماژول داشته باشد  که این ماژول‌ها نیز می‌توانند در قالب بسته‌هایی جداگانه سازمان‌دهی شوند. 
+  هر پروژه پایتون باید حاوی یک اسکریپت باشد ولی می‌تواند هیچ، یک یا چند ماژول داشته باشد  که این ماژول‌ها نیز می‌توانند در قالب بسته‌هایی جداگانه سازمان‌دهی شوند. 
 
 .. tip::
     [`PEP 8 <http://www.python.org/dev/peps/pep-0008/>`_]: در نام‌گذاری ماژول‌ها تنها از حروف کوچک استفاده می‌شود و در صورت نیاز می‌توان از کاراکتر خط زیرین (``_``) نیز استفاده نمود (اما پیشنهاد نمی‌شود). نام بسته‌ها کوتاه بوده و از حروف کوچک تشکیل می‌گردد.
@@ -82,65 +90,38 @@
 ---------------
 برای ایجاد فایل‌های سورس کد (ماژول‌ها و اسکریپت) نیاز به هیچ برنامه یا ابزار خاصی نیست و تنها با استفاده از یک ویرایشگر ساده متن (مانند برنامه Notepad در ویندوز) می‌توانید آن‌ها را ایجاد و ویرایش نمایید.
 
-در ادامه پروژه‌ای به نام FirstProject که سورس کد آن تنها شامل یک اسکریپت است را ایجاد می‌نماییم. وظیفه این اسکریپت فرستادن حاصل عبارت ``4÷(6×5-50)`` به خروجی  (Output) خواهد بود.
-
-برنامه‌ ویرایشگر متن پیش‌فرض سیستم عامل را اجرا نموده و به کمک آن یکی از کدهای پایین را (متناسب با نسخه پایتون مورد نظر خود) در فایلی با نام مشابه first_project و پسوند py نوشته و بر روی دیسک (در مسیر دایرکتوری Documents سیستم عامل) ذخیره می‌نماییم.
-
-برای نسخه 2x، ساختار FirstProject و محتوای فایل first_project_2x.py را به صورت پایین در نظر می‌گیریم:
+در ادامه پروژه‌ای (یا در واقع یک فولدر) به نام FirstProject که  تنها حاوی یک فایل اسکریپت (first_project.py) خواهد بود را ایجاد می‌نماییم. وظیفه این اسکریپت فرستادن حاصل عبارت ``4÷(6×5-50)`` به خروجی  (Output) خواهد بود.
 
 .. code::
     
     FirstProject
     .
-    └── first_project_2x.py
-
-.. code-block:: python
-    :linenos:
-    
-    #-*- coding: utf-8 -*-
-    
-    # Python 2.x
-    # File Name: first_project_2x.py
-    # This script prints a value to the screen.
-
-    print "(50-5×6)÷4 =", (50-5*6)/4
-
+    └── first_project.py
 
-و برای نسخه 3x، ساختار FirstProject و محتوای فایل first_project_3x.py را به صورت پایین در نظر می‌گیریم:
-
-.. code::
-    
-    FirstProject
-    .
-    └── first_project_3x.py
+داخل فولدر پروژه فایل first_project.py را ایجاد و سپس به کمک یک برنامه‌ ویرایشگر متن آن را ویرایش و کد پایین را در آن درج و سپس ذخیره می‌نماییم.
 
 .. code-block:: python
-    :linenos:
+    :caption: first_project.py
     
-    # Python 3.x
-    # File Name: first_project_3x.py
     # This script prints a value to the screen.
 
     print("(50-5×6)÷4 =", (50-5*6)/4)
 
-در بخش بعدی به اجرای سورس کد FirstProject خواهیم پرداخت؛ در این بخش بهتر است کمی به بررسی کدهای آن بپردازیم:
+در بخش بعدی به اجرای پروژه FirstProject خواهیم پرداخت؛ در این بخش بهتر است کمی به بررسی کدهای آن بپردازیم:
 
-متن ماژول‌های پایتون 2x به صورت پیش‌فرض از استاندارد یونیکد (`Unicode <http://en.wikipedia.org/wiki/Unicode>`_) پشتیبانی نمی‌کنند و توسط اسکی (`ASCII <http://en.wikipedia.org/wiki/ASCII>`_) کدگذاری (Encoding) می‌شوند که تنها امکان استفاده از ۱۲۸ کاراکتر را می‌دهد. می‌توان با افزودن سطری مطابق الگوی ``-*- coding: encoding -*-#`` در ابتدای ماژول‌های پایتون (سطر یکم یا دوم) شیوه کدگذاری را به شکل دلخواه تعیین نماییم. [`PEP 263 <http://www.python.org/dev/peps/pep-0263>`_]
+در زبان پایتون هر متنی که بعد از کاراکتر ”Number sign“ یا # (در همان سطر) قرار بگیرد توسط مفسر پایتون نادیده گرفته می‌شود و تاثیری در روند ترجمه و اجرای کدها ندارد، به این نوع متن‌ «توضیح» (کامنت Comment) گفته می‌شود و از آن برای مستندسازی (Documentation) ماژول، یعنی ارایه توضیح در مورد بخشی از کد استفاده می‌گردد. ارایه توضیح نقش زیادی در خوانایی ماژول دارد و کمک می‌کند تا افراد دیگر - حتی خودتان - بتوانند عملکرد کدهای ماژول (یا اسکریپت) را بفهمند.
 
-بر همین اساس کدگذاری اسکریپت first_script_2x.py را به دلیل استفاده از کاراکترهایی خارج از مجموعه ASCII (÷ و ×) به UTF-8 تغییر داده‌ایم. **پایتون 3x به صورت پیش‌فرض از استاندارد یونیکد پشتیبانی می‌کند.**
+سطرهای خالی (Blank Lines) نیز توسط مفسر پایتون نادیده گرفته می‌شوند و تاثیری در روند ترجمه و اجرای کدها ندارند. استفاده درست از سطرهای خالی بر خوانایی کدهای ماژول می‌افزاید.
 
-در زبان پایتون هر متنی که بعد از کاراکتر ”Number sign“ یا # (در همان سطر) قرار بگیرد توسط مفسر پایتون نادیده گرفته می‌شود و تاثیری در روند ترجمه و اجرای کدها ندارد، به این نوع متن‌ «توضیح» (کامنت Comment) گفته می‌شود و از آن برای مستندسازی (Documentation) ماژول یعنی ارایه توضیح در مورد بخشی از کد استفاده می‌گردد. ارایه توضیح نقش زیادی در خوانایی ماژول دارد و کمک می‌کند تا افراد دیگر - حتی خودتان - بتوانند عملکرد کدهای ماژول (یا اسکریپت) شما را بفهمند.
+روش رایج فرستادن داده به خروجی (اینجا:‌ چاپ بر روی صفحه نمایش) در پایتون، استفاده از تابع ``()print`` است. تابع در برنامه‌نویسی همان مفهوم ریاضی خود را دارد، موجودیتی که مقادیری را به عنوان ورودی دریافت و بر اساس آن خروجی تولید می‌کند، بحث تابع بسیار گسترده است که طی دروس دوازدهم تا چهاردهم به صورت کامل شرح داده خواهد شد.
 
-.. note::
-    کاراکتر نخست عبارت تعیین کدگذاری نیز # است ولی این سطر کامنت نبوده و درک آن برای مفسر با ارزش می‌باشد.
+تابع print توانایی دریافت هر تعداد داده و از هر نوع را دارد و در صورت دریافت یک عبارت محاسباتی (Arithmetic) یا منطقی (Logical) ابتدا حاصل آن را محاسبه یا ارزیابی کرده و پس از تبدیل به نوع داده string در خروجی قرار می‌دهد. در هنگام فرستادن چندین داده گوناگون به خروجی می‌بایست آن‌ها را توسط کاما (Comma) از یکدیگر جدا نماییم. در اینجا نیز print دو داده برای فرستادن به خروجی دریافت کرده است؛ یک نوع داده string و یک عبارت محاسباتی.
 
-سطرهای خالی (Blank Lines) نیز توسط مفسر پایتون نادیده گرفته می‌شوند و تاثیری در روند ترجمه و اجرای کدها ندارند. استفاده درست از سطرهای خالی بر خوانایی کدهای ماژول می‌افزاید.
 
-روش رایج فرستادن داده به خروجی (اینجا:‌ چاپ بر روی صفحه نمایش) در پایتون، استفاده از دستور ``print`` (در نسخه 2x) یا تابع ``()print`` (در نسخه 3x) است. بارزترین تفاوت نسخه 3.0 پایتون با نسخه‌های پیش از خود،‌ تبدیل دستور ``print`` به تابع (Function) می‌باشد. برای تابع، داده درون پرانتز قرار داده می‌شود. [در درسی جداگانه به بررسی تابع‌ها در پایتون خواهیم پرداخت]
+به دنباله‌ای از کاراکترها که بین دو نماد نقل قول (Quotation): ``" "`` یا ``' '`` محصور شده‌ باشند، نوع داده string گفته می‌شود.
 
-دستور (یا تابع) print توانایی دریافت هر تعداد داده و از هر نوع را دارد و در صورت دریافت یک عبارت محاسباتی (Arithmetic) یا منطقی (Logical) ابتدا حاصل آن را محاسبه یا ارزیابی کرده و پس از تبدیل به نوع داده string در خروجی قرار می‌دهد. در هنگام فرستادن چندین داده گوناگون به خروجی می‌بایست آن‌ها را توسط کاما (Comma) از یکدیگر جدا نماییم. در اینجا نیز print دو داده برای فرستادن به خروجی دریافت کرده است؛ یک نوع داده string و یک عبارت محاسباتی.
 
-به دنباله‌ای از کاراکترها که بین دو نماد نقل قول (Quotation) یا ``" "`` محصور شده‌ باشند، string گفته می‌شود.
+.. _running: 
 
 
 اجرای سورس کد
@@ -151,10 +132,10 @@
 
 .. code::
     
-    user> python
-    Python 2.7.9 (default, Jan 12 2015, 12:41:47) 
-    [GCC 4.9.2 20141101 (Red Hat 4.9.2-1)] on linux2
+    > python
+    Python 3.10.5 (main, Jul 22 2022, 17:09:35) [GCC 9.4.0] on linux
     Type "help", "copyright", "credits" or "license" for more information.
+    >>>
     >>> 
     >>> a = 3
     >>> b = 2
@@ -162,75 +143,63 @@
     6
     >>>
 
-شیوه دیگر که موضوع همین بخش است، ایجاد اسکریپت می‌باشد. پیش از این با ایجاد سورس کد و اسکریپت آشنا شده ایم و می‌دانیم که اسکریپت، ماژولی است که برای اجرای سورس کد توسعه یافته و اجرای سورس کد همیشه از اسکریپت شروع می‌شود.
+شیوه دیگر که موضوع همین بخش است، ایجاد اسکریپت می‌باشد. می‌دانیم که اسکریپت، ماژولی است که برای اجرای سورس کد توسعه یافته و اجرای یک برنامه پایتونی همیشه از اسکریپت شروع می‌شود.
 
 برای اجرای اسکریپت می‌بایست در خط فرمان سیستم عامل دستور فراخوانی مفسر پایتون را به همراه نام کامل اسکریپت (نشانی + نام + پسوند) وارد نمایید.
 
 نمونه‌های پایین،‌ نتیجه اجرای اسکریپت بخش پیش را از طریق رابط خط فرمان گنولینوکس نمایش می‌دهد:
-
-.. code:: 
-    
-    user> python2 Documents/FirstProject/first_project_2x.py
-    (50-5×6)÷4 = 5
    
 .. code:: 
  
-    user> python3 Documents/FirstProject/first_project_3x.py
+    user> python /home/user/Documents/FirstProject/first_project.py
     (50-5×6)÷4 = 5.0
 
-اگر به حاصل عبارت ``4÷(6×5-50)`` در خروجی دو اسکریپت دقت کرده باشید حتما متوجه تفاوت آن شده‌اید. پایتون 2x حاصل تقسیم دو عدد صحیح (Integer) را به صورت یک عدد صحیح محاسبه و از مقدار بعد از ممیز (در صورت وجود) صرف نظر می‌کند ولی پایتون 3x همواره حاصل تقسیم را به صورت یک عدد اعشاری (Floating Point) و با دقتی بیشتر بر می‌گرداند. باز هم در این مورد صحبت خواهیم کرد.
+یا:
 
-نتیجه اجرای دو اسکریپت یاد شده در هر سیستم عاملی همان است که در بالا مشاهده می‌نمایید. چنانچه کاربر سیستم عامل ویندوز هستید به این نکته توجه داشته باشید که به دلیل وجود کاراکترهای خاصی (÷ و ×) که قرار است توسط print بر روی خط فرمان نمایش داده شوند و همچنین عدم پشتیبانی پیش‌فرض خط فرمان ویندوز از کدگذاری UTF-8، به هنگام اجرای اسکریپت خطایی گزارش می‌شود که ارتباطی با کد پایتون ندارد. در این مواقع پیشنهاد می‌شود از پایتون 3x و برنامه PowerShell استفاده نموده و پیش از اجرای اسکریپت دستور ``chcp 65001`` را وارد نمایید - به صورت پایین:
+.. code:: 
+ 
+    user> cd /home/user/Documents/FirstProject
+    user> python first_project.py
+    (50-5×6)÷4 = 5.0
+
+چنانچه کاربر سیستم عامل ویندوز هستید به این نکته توجه داشته باشید که به دلیل وجود کاراکترهای خاصی (÷ و ×) که قرار است توسط print بر روی خط فرمان نمایش داده شوند و همچنین امکان عدم پشتیبانی پیش‌فرض خط فرمان ویندوز از کدگذاری UTF-8، به هنگام اجرای اسکریپت خطایی گزارش می‌شود که ارتباطی با کد پایتون ندارد. در این مواقع پیشنهاد می‌شود از برنامه PowerShell استفاده نموده و پیش از اجرای اسکریپت دستور ``chcp 65001`` را وارد نمایید - به صورت پایین:
 
 .. code::
     
     PS > chcp 65001
     Active code page: 65001
     
-    PS > python Documents\FirstProject\first_script_3x.py
+    PS > python C:\Users\user\Documents\FirstProject\first_script.py
     (50-5×6)÷4 = 5.0
 
 چگونگی اجرای اسکریپت‌های پایتون چیزی بیش از این نیست، البته می‌توان در هنگام اجرای اسکریپت داده‌هایی را نیز به عنوان آرگومان به آن ارسال نمود که این مورد در درس بعدی بررسی می‌شود.
 
-معمولا در گنولینوکس سطری به مانند پایین به ابتدای اسکریپت‌های پایتون (فقط در سطر یکم) اضافه می‌کنند، در این صورت به هنگام اجرا دیگر نیازی به فراخوانی مفسر پایتون نبوده و تنها می‌بایست پس از تغییر حالت (Mode) اسکریپت مورد نظر به حالت اجرا (توسط دستور `chmod <http://en.wikipedia.org/wiki/Chmod#Symbolic_modes>`_)، آن را به روش معمول در یونیکس اجرا نماییم:
+معمولا در گنولینوکس سطری به مانند پایین به ابتدای اسکریپت‌های پایتون (فقط در سطر یکم) اضافه می‌کنند، در این صورت به هنگام اجرا دیگر نیازی به فراخوانی مفسر پایتون نبوده و تنها می‌بایست پس از تغییر حالت (Mode) اسکریپت مورد نظر به حالت قابل اجرا (توسط دستور `chmod <http://en.wikipedia.org/wiki/Chmod#Symbolic_modes>`_)، آن را به روش معمول در یونیکس اجرا نماییم:
 
-.. code-block:: python
-    :linenos:
+::
     
-    #!/usr/bin/env python3
+    #!/usr/bin/env python
 
-``env`` یک دستور شل (Shell) یونیکس است که در زمان اجرای اسکریپت مفسر پایتون را می‌یابد و نشانی آن را جایگزین می‌کند. به جای استفاده از ``env`` می‌توان نشانی مفسر پایتون مورد نظر را به صورت صریح مانند ``usr/bin/python3/!#`` نوشت که البته در مواردی که پایتون به صورت جداگانه نصب شده باشد (نشانی مفسر در این حالت: usr/local/bin/python3/)، کارایی ندارد و موجب شکست در اجرا می‌گردد.
+``env`` یک دستور شل (Shell) یونیکس است که در زمان اجرای اسکریپت مفسر پایتون را می‌یابد و نشانی آن را جایگزین می‌کند. به جای استفاده از ``env`` می‌توان نشانی مفسر پایتون مورد نظر را به صورت صریح مانند ``usr/bin/python/!#`` نوشت که البته در مواردی که پایتون به صورت جداگانه نصب شده باشد (نشانی مفسر در این حالت: usr/local/bin/python/)، کارایی ندارد و موجب شکست در اجرا می‌گردد.
 
-اکنون برای نمونه اگر اسکریپت first_script_2x.py را برای اجرا در گنولینوکس کامل‌تر سازیم:
+اکنون برای نمونه اگر اسکریپت first_script.py را برای اجرا در گنولینوکس کامل‌تر سازیم:
 
 .. code-block:: python
-    :linenos:
     
     #!/usr/bin/env python
-    #-*- coding: utf-8 -*-
     
-    # Python 2.x
-    # File: first_project_2x.py
     # This script prints a value to the screen.
-
     print "(50-5×6)÷4 =", (50-5*6)/4
 
-پس از تغییر حالت، به دو صورت پایین می‌توان آن را در توزیع‌های گنولینوکس اجرا نمود:
-
-.. code::
-    
-    user> chmod +x Documents/FirstProject/first_project_2x.py
-    
-    user> Documents/FirstProject/first_project_2x.py
-    (50-5×6)÷4 = 5
+پس از تغییر حالت، می‌توان آن را به صورت زیر در توزیع‌های گنولینوکس اجرا نمود:
     
 .. code::
 
-    user> cd Documents/FirstProject/
+    user> cd /home/user/Documents/FirstProject
 
-    user> chmod +x first_project_2x.py
+    user> chmod +x first_project.py
 
-    user> ./first_project_2x.py
+    user> ./first_project.py
     (50-5×6)÷4 = 5
 
 .. note::
@@ -239,13 +208,13 @@
 
 |
 
-ایجاد اسکریپت پایتون و اجرای آن همان‌طور که مشاهده کردید بسیار ساده است و وابسته به وجود هیچ ابزار خاصی نمی‌باشد ولی برای پایتون نیز مانند هر زبان پر کاربرد دیگری تعداد زیادی `IDE <https://en.wikipedia.org/wiki/Integrated_development_environment>`_ توسعه داده شده است که در ادامه به معرفی چند نمونه مطرح‌تر از این دست ابزار خواهیم پرداخت.
-
-* `PyDev <http://www.pydev.org/>`_: یک IDE کامل، متن باز و رایگان است که برای پلتفرم `Eclipse <http://www.eclipse.org>`_ ارایه می‌شود.
+ایجاد اسکریپت پایتون و اجرای آن همان‌طور که مشاهده کردید بسیار ساده است و وابسته به وجود هیچ ابزار خاصی نیست ولی برای پایتون نیز مانند هر زبان پر کاربرد دیگری تعداد زیادی `IDE <https://en.wikipedia.org/wiki/Integrated_development_environment>`_ توسعه داده شده است که در ادامه به معرفی چند نمونه محبوب از آن‌ها خواهیم پرداخت.
 
 * `PyCharm <https://www.jetbrains.com/pycharm/>`_: محصولی از شرکت فوق‌العاده JetBrains است که البته نسخه کامل آن فروشی است ولی نسخه کامیونیتی (Community) آن رایگان و متن باز می‌باشد که از بسیاری ویژگی‌ها و امکانات ویژه برخوردار است. (`مقایسه نسخه‌ها <https://www.jetbrains.com/pycharm/features/editions_comparison_matrix.html>`_)
 
-* `NetBeans <https://netbeans.org/>`_: یک IDE کامل، متن باز و رایگان است که طرفداران بسیاری دارد. NetBeans به صورت پیش‌فرض از پایتون پشتیبانی نمی‌کند و باید پلاگین مربوط به آن نصب گردد. (`صفحه راهنمای نصب <http://wiki.netbeans.org/PythonInstall>`_)
+* `PyDev <http://www.pydev.org/>`_: یک IDE کامل، متن باز و رایگان است که برای پلتفرم `Eclipse <http://www.eclipse.org>`_ ارایه می‌شود.
+
+* `NetBeans <https://netbeans.apache.org/>`_: یک IDE کامل، متن باز و رایگان است که طرفداران بسیاری دارد. NetBeans به صورت پیش‌فرض از پایتون پشتیبانی نمی‌کند و باید پلاگین مربوط به آن نصب گردد. (`پلاگین nbPython <http://nbpython.org/>`_)
 
 
 
@@ -253,23 +222,160 @@
     IDE یا Integrated development environment به ابزارهایی گفته می‌شود که علاوه‌بر یک ویرایشگر متن پیشرفته، امکانات بسیار کاربردی دیگری را نیز به مانند دیباگر (`Debugger <https://en.wikipedia.org/wiki/Debugger>`__) در اختیار برنامه‌نویس قرار می‌دهد.
 
 
-.. _python-import: 
+.. admonition:: تمرین
+    
+  یک اسکریپت پایتون ایجاد کنید که نام و سن شما را تنها با یکبار استفاده از تابع ``()print`` به صورت پایین بر روی خروجی نمایش دهد:
+      
+  ``Name: Hideyoshi Nagachika - Age: 19``  
+
+  ** حالت‌های مختلفی که می‌توان به این ساختار از خروجی رسید را امتحان نمایید (ورودی‌های متفاوت)
 
-دستور import
----------------
 
+.. _modular-programming: 
+
+برنامه‌نویسی ماژولار
+-----------------------
+یک الگوی توصیه شده در برنامه‌نویسی، توسعه برنامه در واحدهایی کوچک از کد است. به گونه‌ای که هر واحد یک نقش مشخص و مستقل از دیگر واحدها داشته باشد. مستقل به این معنی که تغییر یا جایگزینی یک واحد نباید بر روی عملکرد دیگر واحدها تاثیرگذار باشد. به این ترتیب فرآیند خطایابی، نگهداری و توسعه برنامه به مراتب بهبود می‌یابد. یکی از امکانات پایتون در رسیدن به این اصل، استفاده درست از مفاهیم بسته و ماژول است. 
+[برای مطالعه بیشتر: `Modular programming <https://en.wikipedia.org/wiki/Modular_programming>`_ و `Loose coupling <https://en.wikipedia.org/wiki/Loose_coupling>`_]
+
+
+پروژه پایین که تنها شامل یک اسکریپت است را در نظر بگیرید:
+
+.. code::
+    
+    TokyoGhoul
+    .
+    └── tokyo_ghoul.py
+
+.. code-block:: python
+    :linenos:
+    :caption: tokyo_ghoul.py
+    
+    print("Name:")
+    print("Actor_1:", "Hideyoshi Nagachika")
+
+    print("Name:")
+    print("Actor_2:", "Ken Kaneki")
 
+    print("Age:")
+    print("Actor_1:", 19)
+
+    print("Age:")
+    print("Actor_2:", 18)
+
+می‌توان این پروژه را با ساختاری به شکل پایین نیز توسعه داد:
+
+.. code::
+
+    TokyoGhoul
+    .
+    ├── tokyo_ghoul.py
+    │
+    └── actors/
+        │
+        ├── __init__.py
+        │
+        ├── ages/
+        │   ├── __init__.py
+        │   ├── actor1.py
+        │   └── actor2.py
+        │   
+        └── names/
+            ├── __init__.py
+            ├── actor1.py
+            └── actor2.py
+
+
+.. code-block:: python
+    :linenos:
+    :caption: actors.ages.actor1.py
+    
+    print("Age:")
+    print("Actor_1:", 19)
+
+.. code-block:: python
+    :linenos:
+    :caption: actors.ages.actor2.py
+    
+    print("Age:")
+    print("Actor_2:", 18)
+
+.. code-block:: python
+    :linenos:
+    :caption: actors.names.actor1.py
+    
+    print("Name:")
+    print("Actor_1:", "Hideyoshi Nagachika")
+
+.. code-block:: python
+    :linenos:
+    :caption: actors.names.actor2.py
+    
+    print("Name:")
+    print("Actor_2:", "Ken Kaneki")
+
+.. code-block:: python
+    :linenos:
+    :caption: tokyo_ghoul.py
+    
+    import actors.names.actor1
+
+    from actors.names import actor2
+
+    import actors.ages.actor1
+
+    from actors.ages import actor2
+
+خروجی اجرای ``tokyo_ghoul.py`` در هر دو حالت یکی است::
+
+  Name:
+  Actor_1: Hideyoshi Nagachika
+  Name:
+  Actor_2: Ken Kaneki
+  Age:
+  Actor_1: 19
+  Age:
+  Actor_2: 18
+
+اما در حالت دوم امکان توسعه بیشتر بوده و به راحتی می‌توان اطلاعات (نام و سن) جدید را به برنامه افزود. همچنین موارد سن و نام  را می‌توان به دفعات در برنامه استفاده نمود بدون آنکه مجبور به نوشتن کدهای تکراری شویم (`DRY - Don't repeat yourself <https://en.wikipedia.org/wiki/Don%27t_repeat_yourself>`_). البته این مثال با توجه به اطلاعات پایتونی جاری ارایه شده است و دارای ضعفی است که در آینده خود متوجه آن خواهید شد :) 
+
+همانطور که مشاهده می‌شود در پایتون برای ایجاد دسترسی به دیگر ماژول‌ها می‌بایست ابتدا آن‌ها را ``import`` کرد و این عمل در هر جایی از بدنه ماژول یا اسکریپت جاری ممکن است. البته باید توجه داشت که اجرای کدهای پایتون سطر به سطر از بالا به پایین می‌باشد و در صورت نیاز به هر ماژول می‌بایست پیش‌تر آن را ``import`` نمایید.
+
+برای ``import`` هر ماژول می‌بایست نام تمام بسته‌های موجود از ابتدا تا ماژول مورد نظر به ترتیب ذکر گردد به صورتی که همگی با یک کاراکتر ``.`` به یکدیگر متصل شده باشند. در پایان نیز نام ماژول مورد نظر ذکر می‌گردد::
+
+  import actors.names.actor1
+
+
+ماژول‌های داخل هر بسته را می‌توان به صورت زیر نیز ``import`` کرد::
+
+  from actors.names import actor1
+
+استفاده از روش دوم مزایایی دارد که در کامیونیتی پایتون آن را به مراتب پر استفاده‌تر ساخته است. برای مثال فراخوانی اجزای داخلی ماژول را ساده‌تر می‌سازد و دیگر نیازی به ذکر نام بسته ها نخواهد بود. این مورد را به همراه نکات دیگر پیرامون ``import`` کردن ماژول‌ها طی دروس آتی خواهید دید. ذکر تمام ویژگی‌ها و کاربردهای موجود بدون آشنایی با دیگر اجزای زبان برنامه‌نویسی پایتون بیهوده است و در ادامه این کتاب به ترتیب با این اجزا آشنا خواهید شد.
+
+
+.. tip::
+    مفسر پایتون دستورات داخل هر ماژول را یکبار به صورت کامل در نخستین ``import`` اجرا می‌کند.
+
+
+.. admonition:: تمرین
+    
+  تمرین قبل را در ساختار چند ماژولی پیاده‌سازی کنید به گونه‌ای که نام در سطر یکم و سن در سطر دوم چاپ شود.
+
+  ** سعی کنید مسیر ماژول‌های خود را چندین بار تغییر دهید و متناسب با آن‌ها برنامه خود را اصلاح و تست نمایید.
+
+
+.. _interpreter-background: 
 
 پشت صحنه اجرا
 ---------------
-زمانی که اقدام به اجرای یک اسکریپت می‌کنید؛ ابتدا، اسکریپت و تمام ماژول‌های وارد شده در آن به بایت‌کد کامپایل و سپس بایت‌کد‌های حاصل جهت تفسیر به زبان ماشین و اجرا، به ماشین مجازی فرستاده می‌شوند. آنچه ما از آن به عنوان مفسر پایتون (پیاده‌سازی CPython) یاد می‌کنیم در واقع ترکیبی از یک کامپایلر و یک ماشین مجازی است. تصویر پایین به خوبی روند اجرای کدهای پایتون را نمایش می‌دهد.
+زمانی که اقدام به اجرای یک اسکریپت می‌کنید؛ ابتدا، اسکریپت و تمام ماژول‌های ``import`` شده در آن به بایت‌کد کامپایل و سپس بایت‌کد‌های حاصل جهت تفسیر به زبان ماشین و اجرا، به ماشین مجازی فرستاده می‌شوند. آنچه ما از آن به عنوان مفسر پایتون (پیاده‌سازی CPython) یاد می‌کنیم در واقع ترکیبی از یک کامپایلر و یک ماشین مجازی است. تصویر پایین به خوبی روند اجرای کدهای پایتون را نمایش می‌دهد.
 
 
 .. image:: /_static/l03-interpreter.png
     :align: center
     :target: http://trizpug.org/Members/cbc/wyntkap/compiler.html
 
-بایت‌کد هر ماژول‌ پایتون در قالب فایلی با پسوند pyc که یاد‌آور py Compiled است، ذخیره می‌گردد. این فایل در یک زیردایرکتوری با نام __pycache__ داخل همان دایرکتوری ماژول ذخیره می‌شود و نام گذاری آن نیز با توجه به نام ماژول و نسخه‌ مفسر پایتون مورد استفاده، انجام می‌گیرد (نمونه: module.cpython-34.pyc). مفسر پایتون از این فایل ذخیره شده جهت افزایش سرعت اجرا در آینده بهره خواهد برد؛ به این صورت که در نوبت‌های بعدی اجرا چنانچه تغییری در کدهای ماژول یا نسخه‌ مفسر پایتون صورت نگرفته باشد، مفسر با بارگذاری فایل بایت‌کد از کامپایل مجدد سورس کد به بایت‌کد صرف نظر می‌کند.
+بایت‌کد هر ماژول‌ پایتون در قالب فایلی با پسوند pyc که یاد‌آور py Compiled است، ذخیره می‌گردد. این فایل در یک زیردایرکتوری با نام __pycache__ داخل همان دایرکتوری ماژول ذخیره می‌شود و نام‌گذاری آن نیز با توجه به نام ماژول و نسخه‌ مفسر پایتون مورد استفاده، انجام می‌گیرد (نمونه: module.cpython-34.pyc). مفسر پایتون از این فایل ذخیره شده جهت افزایش سرعت اجرا در آینده بهره خواهد برد؛ به این صورت که در نوبت‌های بعدی اجرا چنانچه تغییری در کدهای ماژول یا نسخه‌ مفسر پایتون صورت نگرفته باشد، مفسر با بارگذاری فایل بایت‌کد موجود از کامپایل مجدد صرف نظر می‌کند.
 
 .. note::
     مفسر پایتون تنها برای ماژول‌های وارد شده در اسکریپت اقدام به ذخیره کردن فایل بایت‌کد بر روی دیسک می‌کند و برای اسکریپت‌ این عمل صورت نمی‌گیرد. 
@@ -285,6 +391,8 @@
 کدنویسی در حالت تعاملی را در درس بعدی خواهید آموخت ولی به یاد داشته باشید که مفسر پایتون محیط کدنویسی در این حالت را به مانند یک اسکریپت در نظر می‌گیرد.
 
 
+.. _virtual-environments: 
+
 ایجاد محیط مجازی
 ------------------
 حالتی را در نظر بگیرید که در ایجاد پروژه‌های مختلف به نسخه‌های متفاوتی از برخی کتابخانه‌ها نیاز دارید؛ در این صورت چگونه می‌توانید چندین نسخه‌ متفاوت از یک کتابخانه‌ را در پایتون نصب نمایید؟ برای نمونه، فرض نمایید می‌خواهیم بر روی توسعه دو وب‌سایت؛ یکی توسط نسخه جدید (1.8) وب فریم‌ورک جنگو (`Django <http://www.djangoproject.com/>`_) و دیگری بر روی یک نسخه قدیمی (0.96) از آن کار کنیم، ولی نمی‌توانیم!؛ زیرا که نمی‌شود هر دوی این نسخه‌ها را با هم در پایتون (دایرکتوری site-packages) نصب داشت. در این وضعیت راه حل ایجاد محیط‌هایی مجازی (Virtual Environments) برای توسعه پروژه‌های مورد نظر است؛ محیطی که توسعه و اجرای هر پروژه پایتون را به همراه تمام وابستگی‌های (Dependencies) آن از پروژه‌های دیگر جدا یا ایزوله (isolate) می‌کند. در ادامه به بررسی دو ابزار رایج در این رابطه می‌پردازیم.
@@ -363,7 +471,7 @@ virtualenv
 
 pyvenv
 ~~~~~~
-در نسخه‌های 3x پایتون و از 3.3 به بعد ماژولی با نام `venv <http://docs.python.org/3/library/venv.html>`_ برای ایجاد محیط مجازی به کتابخانه استاندارد پایتون افزوده شده است که می‌توان از آن به جای نصب virtualenv استفاده نمود؛ برای این منظور از دستور pyvenv (پای وی اِنو) و با الگویی مشابه ``pyvenv ENV`` استفاده می‌گردد.
+از نسخه 3.3 پایتون به بعد ماژولی با نام `venv <http://docs.python.org/3/library/venv.html>`_ برای ایجاد محیط مجازی به کتابخانه استاندارد پایتون افزوده شده است که می‌توان از آن به جای نصب virtualenv استفاده نمود؛ برای این منظور از دستور pyvenv (پای وی اِنو) و با الگویی مشابه ``pyvenv ENV`` استفاده می‌گردد.
 
 *در گنولینوکس:* ::
 
@@ -400,15 +508,19 @@ pyvenv
     >
 
 
+.. note::
+    به عنوان یک رفتار توصیه شده بهتر است، در ازای هر پروژه پایتونی که آغاز می‌کنید یک محیط مجازی مخصوص نیز ایجاد نمایید. همچنین هر پروژه نیز بهتر است همواره حاوی فایل requirements.txt مخصوص به خود باشد تا مراحل آماده‌سازی (نصب بسته‌های پیش‌نیاز یا مورد استفاده در پروژه - dependencies) در این محیط به مراتب ساده‌تر گردد.
+
+
 .. _packaging-projects: 
 
 انتشار پروژه
 --------------
 
 
-اکنون اطلاعات کافی برای شروع یک پروژه از پایتون را دارید ولی چنانچه می‌خواهید با ساختار مناسب پروژه‌ای که قرار است برای استفاده افراد دیگر از طریق PyPI یا سرویس‌هایی نظیر github.com منتشر شود (مانند یک کتابخانه کاربردی) آشنا شوید، ادامه این بخش را نیز مطالعه نمایید. در غیر این صورت می‌توانید به بخش بعدی از همین درس `پرش <#source-code>`_ نمایید.
+اکنون اطلاعات کافی برای شروع یک پروژه از پایتون را دارید ولی چنانچه می‌خواهید با ساختار مناسب پروژه‌ای که قرار است برای استفاده افراد دیگر از طریق PyPI یا سرویس‌هایی نظیر github.com منتشر شود (مانند یک کتابخانه کاربردی) آشنا شوید، ادامه این بخش را نیز مطالعه نمایید. 
 
-جدا از سورس کد لازم است موارد دیگری نیز در ساختار این نوع پروژه‌ها در نظر گرفته شود؛ به ساختار پایین توجه نمایید:
+در یک پروژه کامل که میخواهیم آن را در کامیونیتی پایتون منتشر سازیم، جدا از سورس کد لازم است موارد دیگری نیز در ساختار آن در نظر گرفته شود؛ به ساختار پایین توجه نمایید:
 
 
 .. code::
@@ -432,9 +544,25 @@ pyvenv
 
 ساختار ابتدایی تنها شامل سورس کد می‌بود ولی در این ساختار تمام سورس کد در قالب یک بسته پایتون بخشی از مجموعه بزرگتری است که در آن یک سری فایل به مانند requirements.txt ،README.rst و pyproject.toml افزوده شده است.  تاکید می‌شود که در حال حاضر نیازی به رعایت این ساختار و ایجاد تمامی این فایل‌ها نیست. 
 
+**pyproject.toml**: تمام اطلاعات مورد نیاز برای فرآیند تولید (Build) یک Distribution یا یک بسته قابل انتشار از پروژه مورد نظر توسط این فایل تعریف می‌گردد. [`اسناد پایتون <https://pip.pypa.io/en/stable/reference/build-system/pyproject-toml/>`__]
+
+
+**README.rst**: تمام پروژه‌ها می‌بایست شامل سندی برای توصیف خود باشند. در پایتون برای ایجاد اسناد معمولا از زبان نشانه‌گذاری `reStructuredText <http://en.wikipedia.org/wiki/ReStructuredText>`_ استفاده می‌گردد و به همین دلیل این اسناد پسوند rst دارند که البته اجباری به این مورد نیست و می‌توانید برای ایجاد این فایل از `Markdown <http://en.wikipedia.org/wiki/Markdown>`_ (پسوند md) نیز استفاده نمایید.
+
+**requirements.txt**: از این فایل برای معرفی کتابخانه‌های خاصی که در پروژه استفاده شده‌اند و در زمان نصب یا اجرای سورس کد، وجود یا نصب بودن آن‌ها نیز ضروری است، استفاده می‌گردد.
+
+**LICENSE.txt**: این فایل پروانه‌ انتشار پروژه را مشخص می‌کند و اغلب حاوی یک کپی از متن پروانه‌های متن باز رایج به مانند `MIT <http://opensource.org/licenses/MIT>`_ ،`GPL <http://opensource.org/licenses/GPL-3.0>`_ یا `BSD <http://opensource.org/licenses/BSD-3-Clause>`_ می‌باشد.
+
+.. note::
+    لازم است تمامی فایل‌های یاد شده و دایرکتوری docs در بالاترین شاخه از دایرکتوری پروژه قرار داده شوند.
+
+**docs**: در این دایرکتوری اسناد (راهنما، آموزش و...)  پروژه قرار داده می‌شوند. ایجاد این اسناد در کامیونیتی پایتون معمولا توسط `Sphinx <http://sphinx-doc.org/>`_ انجام می‌شود. قابل ذکر است که در تولید این کتاب نیز از همین ابزار استفاده شده است.
+
+**test**: این دایرکتوری محل نگهداری کدهای مربوط به تست پروژه می‌باشد. تست‌نویسی یک امر ضروری در روند توسعه هر پروژه برنامه‌نویسی است. این دایرکتوری می‌تواند هم  در بالا ترین شاخه از پروژه و هم در داخل دایرکتوری سورس کد قرار داده شود.
+
 اکنون می توان از روی این پروژه یک توزیع (Distribution) ایجاد و آن را با استفاده از ابزارهایی به مانند  `Twine <https://twine.readthedocs.io/en/stable/>`_ یا `Poetry <https://python-poetry.org/>`_ بر روی PyPI منتشر ساخت. [برای کسب اطلاعات بیشتر می‌توانید از `اسناد پایتون <https://packaging.python.org/en/latest/tutorials/packaging-projects/>`_ استفاده نمایید]
 
-در صورت علاقه می‌توانید نگاهی نیز به پروژه `saeiddrv/PackagingPythonProjects <https://github.com/saeiddrv/PackagingPythonProjects>`_ بیاندازید که تمامی مراحل را به صورت کاربردی پیاده‌سازی کرده است.
+در صورت علاقه می‌توانید نگاهی نیز به پروژه `saeiddrv/PackagingPythonProjects <https://github.com/saeiddrv/PackagingPythonProjects>`_ بیاندازید که تمامی مراحل را به صورت کاربردی بر پایه Poetry پیاده‌سازی کرده است.
 
 
 
@@ -444,8 +572,6 @@ pyvenv
 
 :emoji-size:`😊` امیدوارم مفید بوده باشه
 
-`لطفا دیدگاه و سوال‌های مرتبط با این درس خود را در کدرز مطرح نمایید. <http://coderz.ir/python-tutorial-create-project/>`_
-
   
   
 

From 7ac30ea4574724b25c9d749a19cfe752e15e1261 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Sun, 2 Apr 2023 01:02:31 +0330
Subject: [PATCH 21/79] edited 04

---
 source/index.rst                              |   2 +-
 source/lessons/l01-introduction-to-python.rst |   2 +-
 source/lessons/l02-setup-python.rst           |   2 +-
 .../l03-create-and-run-a-python-project.rst   |   2 +-
 ...04.rst => l04-python-interactive-mode.rst} | 178 ++++++------------
 5 files changed, 60 insertions(+), 126 deletions(-)
 rename source/lessons/{l04.rst => l04-python-interactive-mode.rst} (77%)

diff --git a/source/index.rst b/source/index.rst
index 1044728..74fe8c7 100644
--- a/source/index.rst
+++ b/source/index.rst
@@ -31,7 +31,7 @@
    lessons/l01-introduction-to-python
    lessons/l02-setup-python
    lessons/l03-create-and-run-a-python-project
-   lessons/l04
+   lessons/l04-python-interactive-mode
    lessons/l05
    lessons/l06
    lessons/l07
diff --git a/source/lessons/l01-introduction-to-python.rst b/source/lessons/l01-introduction-to-python.rst
index 8ec0bcb..46b66df 100644
--- a/source/lessons/l01-introduction-to-python.rst
+++ b/source/lessons/l01-introduction-to-python.rst
@@ -1,7 +1,7 @@
 .. role:: emoji-size
 
 .. meta::
-   :description: پایتون به فارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس یکم: آشنایی با پایتون
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس یکم: آشنایی با پایتون
    :keywords: معرفی پایتون, تاریخچه پایتون, کارایی پایتون, نسخه های پایتون, ویژگی های پایتون, آشنایی با پایتون, آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون
 
 
diff --git a/source/lessons/l02-setup-python.rst b/source/lessons/l02-setup-python.rst
index 9d27621..449b116 100644
--- a/source/lessons/l02-setup-python.rst
+++ b/source/lessons/l02-setup-python.rst
@@ -1,7 +1,7 @@
 .. role:: emoji-size
 
 .. meta::
-   :description: پایتون به فارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس دوم: نصب و راه‌اندازی پایتون
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس دوم: نصب و راه‌اندازی پایتون
    :keywords: پایتون, آموزش برنامه نویسی, آموزش پایتون, نصب پایتون در ویندوز, نصب پایتون در لینوکس, سیستم مدیریت بسته پایتون, pip, راه اندازی پایتون, دانلود پایتون, آموزش pip
 
 
diff --git a/source/lessons/l03-create-and-run-a-python-project.rst b/source/lessons/l03-create-and-run-a-python-project.rst
index 2aa121e..9a3832b 100644
--- a/source/lessons/l03-create-and-run-a-python-project.rst
+++ b/source/lessons/l03-create-and-run-a-python-project.rst
@@ -1,7 +1,7 @@
 .. role:: emoji-size
 
 .. meta::
-   :description: پایتون به فارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس سوم: چگونگی ایجاد و اجرای یک پروژه پایتون
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس سوم: چگونگی ایجاد و اجرای یک پروژه پایتون
    :keywords: پایتون,آموزش پایتون, آموزش برنامه نویسی, ایجاد پروژه پایتون, اسکریپت پایتون, ماژول پایتون, بسته پایتون, ساختار پایتون, پروژه پایتون, سورس کد, سورس کد پایتون, اجرای پایتون, اسکریپت, ماژول, pyvenv, virtualenv
 
 
diff --git a/source/lessons/l04.rst b/source/lessons/l04-python-interactive-mode.rst
similarity index 77%
rename from source/lessons/l04.rst
rename to source/lessons/l04-python-interactive-mode.rst
index e4c15ab..b3b04dc 100644
--- a/source/lessons/l04.rst
+++ b/source/lessons/l04-python-interactive-mode.rst
@@ -1,10 +1,11 @@
 .. role:: emoji-size
 
 .. meta::
-   :description: کتاب آموزش زبان برنامه نویسی پایتون به فارسی، برنامه نویسی تعاملی، محیط تعاملی (Interactive) پایتون، راهنمای پایتون
-   :keywords:  پایتون,آموزش پایتون, آموزش برنامه نویسی,حالت تعاملی پایتون, محیط تعاملی, دریافت راهنمایی, راهنمایی, گزینه های فراخوانی,
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس چهارم: برنامه‌نویسی تعاملی با پایتون
+   :keywords:  پایتون,آموزش پایتون, آموزش برنامه نویسی,حالت تعاملی پایتون, محیط تعاملی, دریافت راهنمایی, راهنمایی, گزینه های فراخوانی, interactive
 
 
+.. _lesson-04: 
 
 درس ۰۴: برنامه‌نویسی تعاملی با پایتون
 ======================================
@@ -30,28 +31,22 @@
 
 ----
 
+.. _python-interactive-mode: 
+
+
 حالت تعاملی
 -------------
 از درس پیش به خاطر داریم که کدهای پایتون را می‌توان به دو روش اجرا نمود: ۱- ایجاد اسکریپت و معرفی آن به مفسر پایتون که در همان درس بررسی شد ۲- به شکل تعاملی با مفسر پایتون که موضوع همین درس است.
 
 پایتون یک زبان برنامه‌نویسی با قابلیت «حالت تعاملی» (Interactive Mode) است؛ این قابلیت که مبتنی بر خط فرمان است، امکانی را برای پردازش و اجرای کدهای (دستورها، عبارت‌ها [#f1]_ و تعریف‌ها) زبان پایتون فراهم می‌آورد. کدنویسی در این حالت به مانند زمانی است که یک اسکریپت را ایجاد می‌نمایید؛ ولی با هر بار فشردن کلید Enter صفحه کلید، مفسر پایتون آن را به صورت خودکار اجرا می‌کند.
 
-البته حالت تعاملی محدودیت‌هایی دارد که خواهید دید ولی از برخی زوایا بسیار مناسب و کاربردی است؛ به عنوان نمونه ممکن است قصد آزمودن یکی از قابلیت‌های زبان پایتون را داشته باشید یا اینکه بخواهید خروجی یک قطعه کد کوتاه را مشاهده نمایید که در این صورت ایجاد اسکریپت و سپس اجرای آن می‌تواند کار پر زحمتی به نظر برسد!،‌ از طرفی دریافت راهنمایی نیز از دیگر مزایای آن است که در یادآوری، شناخت و کسب آگاهی از موارد زبان پایتون (کلمه‌های کلیدی، تابع‌ها، کلاس‌ها، ماژول‌ها و...) بسیار کاربردی و مفید می‌باشد، حتی برخی نیز از این حالت پایتون به عنوان یک ماشین حساب بهره می‌گیرند!.
+البته حالت تعاملی محدودیت‌هایی دارد که خواهید دید ولی از برخی زوایا بسیار مناسب و کاربردی است؛ به عنوان نمونه ممکن است قصد آزمودن یکی از قابلیت‌های زبان پایتون را داشته باشید یا اینکه بخواهید خروجی یک قطعه کد کوتاه را مشاهده نمایید که در این صورت ایجاد اسکریپت و سپس اجرای آن می‌تواند کار پر زحمتی به نظر برسد!،‌ از طرفی دریافت راهنمایی نیز از دیگر مزایای آن است که در یادآوری، شناخت و کسب آگاهی از اجزای زبان پایتون (کلمه‌های کلیدی، تابع‌ها، کلاس‌ها، ماژول‌ها و...) بسیار کاربردی و مفید می‌باشد، حتی برخی نیز مانند خود من از این قابلیت پایتون به عنوان یک ماشین حساب بهره می‌گیرند!.
 
 برای ورود به حالت تعاملی پایتون از دستور فراخوانی مفسر (حالت عمومی: ``python``) - به شکل تنها و بدون آرگومان‌ - در رابط خط فرمان سیستم عامل، استفاده می‌شود.
 
+ ::
 
-*ورود به حالت تعاملی پایتون 2x - ویندوز:* ::
-
-    > cd C:\\Python27
-    > python
-    Python 2.7.9 (default, Dec 10 2014, 12:28:03) [MSC v.1500 64 bit (AMD64)] on win32
-    Type "help", "copyright", "credits" or "license" for more information.
-    >>>
-
-*ورود به حالت تعاملی پایتون 3x - گنولینوکس:* ::
-
-    user> python3
+    user> python
     Python 3.4.2 (default, Jan 25 2015, 20:02:16) 
     [GCC 4.9.2 20141101 (Red Hat 4.9.2-1)] on linux
     Type "help", "copyright", "credits" or "license" for more information.
@@ -84,13 +79,13 @@
     (50-5×6)÷4 = 5.0
 
 .. caution::
-    در پایتون برای تعریف یک تابع از کلمه کلیدی ``def`` استفاده می‌گردد که به دنبال آن نام و سپس پارامتر‌های تابع (در صورت نیاز) که درون پرانتز قرار می‌گیرند، آورده می‌شود. بعد از کاراکتر دو‌نقطه (Colon یا ``:``) و در سطرهای بعدی با رعایت یکنواخت تورفتگی، دستورهای بدنه تابع نوشته می‌شوند. با فراخوانی تابع (وارد کردن نام تابع) بدنه تابع اجرا می‌گردد. چنانچه در تعریف تابع پارامترهایی نیز در نظر گرفته شده باشد، در هنگام فراخوانی می‌بایست مقدار متناظر آن‌ها نیز مشخص شود (درون پرانتز جلوی نام تابع) - در کد بالا تابع ``func`` فاقد پارامتر بوده بنابراین در هنگام فراخوانی آن مقداری ارسال نشده است. [فقط برای آگاهی اولیه - تابع‌ پایتون در درسی جداگانه بررسی خواهد شد]
+    در پایتون برای تعریف یک تابع از کلمه کلیدی ``def`` استفاده می‌گردد که به دنبال آن نام و سپس پارامتر‌های تابع (در صورت نیاز) که درون پرانتز قرار می‌گیرند، آورده می‌شود. بعد از کاراکتر دو‌نقطه (Colon یا ``:``) و در سطرهای بعدی با رعایت یکنواخت تورفتگی، دستورهای بدنه تابع نوشته می‌شوند. با فراخوانی تابع (وارد کردن نام تابع) بدنه تابع اجرا می‌گردد. چنانچه در تعریف تابع پارامترهایی نیز در نظر گرفته شده باشد، در هنگام فراخوانی می‌بایست مقدار متناظر آن‌ها نیز مشخص شود (درون پرانتز جلوی نام تابع) - در کد بالا تابع ``func`` فاقد پارامتر بوده بنابراین در هنگام فراخوانی آن مقداری ارسال نشده است. [فقط برای آگاهی اولیه - تابع‌ در پایتون توسط دروس دوازدهم تا چهاردهم بررسی خواهد شد]
 
 .. note::
 
     برای پایان دادن به دستورهای چند سطری می‌بایست سطر پایانی را خالی رها کرده و کلید Enter را بفشارید.
 
-برای پاک کردن صفحه از کلید‌های ترکیبی Ctrl–L استفاده نمایید. به منظور خروج نیز می‌توانید عبارت ()quit را وارد کرده یا از کلیدهای ترکیبی Ctrl–D در *گنولینوکس* و Ctrl–Z با یک Enter پس از آن در *ویندوز* استفاده نمایید.
+برای پاک کردن صفحه از کلید‌های ترکیبی Ctrl–L استفاده نمایید. به منظور خروج نیز می‌توانید دستور ()quit را وارد کرده یا از کلیدهای ترکیبی Ctrl–D در *گنولینوکس* و Ctrl–Z با یک Enter پس از آن در *ویندوز* استفاده نمایید.
 
 از مزایای حالت تعاملی این است که در بیشتر مواقع برای مشاهده نتیجه، نیازی به استفاده از print نمی‌باشد:
 
@@ -135,7 +130,7 @@
     >>> math.sin(_)
     1.0
 
-*برای وارد کردن یک ماژول به اسکریپت (یا ماژولی دیگر) از دستور import استفاده می‌گردد. در یک درس جداگانه به صورت کامل صحبت خواهد شد ولی برای ادامه این درس تا همین حد بدانید که برای فراخوانی تابع‌های موجود در یک ماژول import شده از الگوی «نام ماژول + نقطه + نام تابع مورد نظر» استفاده می‌گردد - در دستور import پسوند ماژول نوشته نمی‌شود.*
+اکنون می‌دانیم که برای وارد کردن یک ماژول به یک اسکریپت (یا ماژولی دیگر) از دستور import استفاده می‌گردد. پس از آن، برای دستیابی اجزای داخل آن مانند فراخوانی یک تابع نیز می‌بایست از الگوی «نام ماژول + نقطه + نام تابع مورد نظر» استفاده گردد.
 
 مثالی دیگر - ``sys`` یکی از ماژول‌های مهم پایتون است؛ این ماژول امکان دسترسی به برخی از متغیرهای مورد استفاده مفسر (در زمان اجرا) و همچنین تابع‌هایی که با مفسر در ارتباط هستند را فراهم می‌آورد [`اسناد پایتون <http://docs.python.org/3/library/sys.html>`__]:
 
@@ -164,6 +159,9 @@
     
     user>
 
+
+.. _python-help: 
+
 دریافت راهنمایی
 -----------------
 
@@ -175,7 +173,7 @@
 به دو روش می‌توان از امکان راهنمایی استفاده کرد که در ادامه بررسی می‌شود.
 
 .. note::
-    در هر دو روش برای مرور توضیحات طولانی از کلیدهای Enter (سطر به سطر) و Space (صفحه به صفحه) بهره بگیرید و برای خروج از توضیحات نیز از کلید q صفحه کلید استفاده نمایید؛ انتهای توضیحات نیز توسط عبارت ``(END)`` مشخص می‌شود.
+    در هر دو روش برای مرور توضیحات طولانی از کلیدهای Enter (سطر به سطر) و Space (صفحه به صفحه) بهره بگیرید و برای خروج از توضیحات نیز از کلید q صفحه کلید استفاده نمایید؛ همواره انتهای توضیحات توسط عبارت ``(END)`` مشخص شده است.
 
 .. rubric::  روش یکم: رفتن به حالت راهنمای تعاملی
 
@@ -209,8 +207,6 @@
 
 ::
 
-    # Python 3.x
-    
     help> keywords
     
     Here is a list of the Python keywords.  Enter any keyword to get more help.
@@ -264,64 +260,14 @@
     
     >>> 
 
-.. tip:: 
-    ``print`` در نسخه 3x پایتون به صورت یک تابع تعریف شده است و تابع‌ها در پایتون یک نوع شی هستند.
+از این روش با الگوی دیگری هم استفاده می‌شود. الگوی ``("help("string`` یعنی قرار دادن نام موردی که می‌خواهید درباره آن اطلاعات بگیرید درون پرانتز به شکلی محصور با دو نماد نقل قول ( " " ) - این الگو عملکردی مشابه با روش قبل (روش یکم) دارد با این تفاوت که دریافت اطلاعات به صورت مستقیم و بدون ورود به راهنمای تعاملی انجام می‌پذیرد. در واقع برای به دست آوردن اطلاعات درباره موردی که شی نمی‌باشد (مانند هر یک از دستورهای ``symbols`` ،``keywords`` ،``modules`` و ``topics`` یا...) لازم است به این صورت اقدام گردد.
 
-از این روش با الگوی دیگری هم استفاده می‌شود. الگوی ``("help("string`` یعنی قرار دادن نام موردی که می‌خواهید درباره آن اطلاعات بگیرید درون پرانتز به شکلی محصور با دو نماد نقل قول ( " " ) - این الگو عملکردی مشابه با روش قبل (روش یکم) دارد با این تفاوت که دریافت اطلاعات به صورت مستقیم و بدون ورود به راهنمای تعاملی انجام می‌پذیرد. در واقع برای به دست آوردن اطلاعات درباره موردی که شی نمی‌باشد (مانند هر یک از دستورهای ``symbols`` ،``keywords`` ،``modules`` و ``topics`` یا دستور ``print`` در پایتون 2x یا نام ماژول‌ها یا...) لازم است به این صورت اقدام گردد::
-
-
-    # Python 2.x
-    
-    >>> help("keywords")
-    
-    Here is a list of the Python keywords.  Enter any keyword to get more help.
-    
-    and                 elif                if                  print
-    as                  else                import              raise
-    assert              except              in                  return
-    break               exec                is                  try
-    class               finally             lambda              while
-    continue            for                 not                 with
-    def                 from                or                  yield
-    del                 global              pass                
-    
-    >>> help("print")
-    
-    The "print" statement
-    *********************
-    
-    print_stmt ::= "print" ([expression ("," expression)* [","]]
-                    | ">>" expression [("," expression)+ [","]])
-
-    "print" evaluates each expression in turn and writes the resulting
-    object to standard output (see below).  If an object is not a string,
-    it is first converted to a string using the rules for string
-    conversions.  The (resulting or original) string is then written.  A
-    space is written before each object is (converted and) written, unless
-    the output system believes it is positioned at the beginning of a
-    line.  This is the case (1) when no characters have yet been written
-    to standard output, (2) when the last character written to standard
-    output is a whitespace character except "' '", or (3) when the last
-    write operation on standard output was not a "print" statement. (In
-    some cases it may be functional to write an empty string to standard
-    output for this reason.)
-    
-    Note: Objects which act like file objects but which are not the
-        built-in file objects often do not properly emulate this aspect of
-        the file object's behavior, so it is best not to rely on this.
-    
-    :
 
+.. _python-arguments: 
 
 گزینه‌های فراخوانی
 -------------------
-در کنار دستور فراخوانی پایتون در خط فرمان، می‌توان از گزینه‌ها و دستورهای گوناگونی بهره برد. البته قبلا هم از آن‌ها استفاده کردیم؛ مانند زمانی که قصد داشتیم نسخه پایتون مورد نظر خود را بیابیم یا حتی زمانی که قصد داشیم یک اسکریپت را اجرا کنیم. واقعیت این است که دستور فراخوانی پایتون الگویی دارد که شکل کامل آن در پایین آورده شده است.
-
-در *پایتون 2x* [`اسناد پایتون <http://docs.python.org/2.7/using/cmdline.html>`__]::
-
-    python [-BdEiOQsRStuUvVWxX3?] [-c command | -m module-name | script | - ] [args]
-
-در *پایتون 3x* [`اسناد پایتون <http://docs.python.org/3/using/cmdline.html>`__]::
+در کنار دستور فراخوانی پایتون در خط فرمان، می‌توان از گزینه‌ها و دستورهای گوناگونی بهره برد. البته قبلا هم از آن‌ها استفاده کردیم؛ مانند زمانی که قصد داشتیم نسخه پایتون مورد نظر خود را بیابیم یا حتی زمانی که قصد داشیم یک اسکریپت را اجرا کنیم. واقعیت این است که دستور فراخوانی پایتون الگویی دارد که شکل کامل آن در پایین آورده شده است. [`اسناد پایتون <http://docs.python.org/3/using/cmdline.html>`__]::
 
     python [-bBdEhiIOqsSuvVWx?] [-c command | -m module-name | script | - ] [args]
 
@@ -331,19 +277,17 @@
 
 شامل برخی از حروف الفباست که به همراه یک کاراکتر خطِ فاصله (Dash) ``-`` بعد از دستور اصلی یعنی ``python`` می‌آیند؛ برخی از این گزینه‌ها به شرح زیر است:
 
-* ``q−`` (تنها در پایتون 3x) - در هنگام ورود به حالت تعاملی پایتون از نمایش پیغام ابتدایی صرف نظر می‌شود::
+* ``q−`` در هنگام ورود به حالت تعاملی پایتون از نمایش پیغام ابتدایی صرف نظر می‌شود::
 
-    user> python3 -q
+    user> python -q
     >>> 2 + 2
     4
 
-* ``Q-`` (تنها در پایتون 2x) - در هنگام اجرای یک اسکریپت و برای کنترل عملگرهای تقسیم ``/`` موجود در آن به کار می‌رود؛ به این صورت که پس از آن می‌بایست یکی از کلمه‌های warn ،new ،old و warnall ذکر گردد.
-
-  * Qold: حاصل تقسیم دو عدد صحیح یک عدد صحیح باشد.
+  * Qold: حاصل تقسیم دو عدد صحیح یک عدد صحیح باشد. (پیکربندی چگونگی محاسبات ریاضی)
   
-  * Qnew: حاصل تقسیم دو عدد صحیح یک عدد ممیز شناور باشد - مانند نسخه 3x پایتون.
+  * Qnew: حاصل تقسیم دو عدد صحیح یک عدد ممیز شناور باشد. (پیکربندی چگونگی محاسبات ریاضی)
   
-  * Qwarn: حاصل تقسیم دو عدد صحیح یک عدد صحیح باشد، به همراه نمایش پیام هشدار به ازای هر عملگر.
+  * Qwarn: حاصل تقسیم دو عدد صحیح یک عدد صحیح باشد، به همراه نمایش پیام هشدار به ازای هر عملگر.  (پیکربندی چگونگی محاسبات ریاضی)
   
   * Qwarnall: به مانند Qwarn است ولی به ازای تمام عملگرهای تقسیم به کار رفته در اسکریپت تنها یک پیام هشدار نمایش داده می‌شود. 
 
@@ -361,15 +305,15 @@
   .. tip::
       در صورت استفاده از این گزینه‌ها، به جای فایل ``pyc.`` (بایت‌کد معمولی)، فایلی با پسوند ``pyo.`` (بایت‌کد بهینه شده) ایجاد می‌گردد.
 
-* ``B-`` - مفسر پایتون از ذخیره بایت‌کد ماژول‌های import شده بر روی دیسک خودداری می‌کند::
+* ``B-`` مفسر پایتون از ذخیره بایت‌کد ماژول‌های import شده بر روی دیسک خودداری می‌کند::
 
     python -B script.py
 
-* ``d-`` - برخی از گزارش‌های اضافه خطایابی (در صورت وجود) نمایش داده می‌شوند::
+* ``d-`` برخی از گزارش‌های اضافه خطایابی (در صورت وجود) نمایش داده می‌شوند::
 
     python -d script.py
 
-* ``i-`` - پس از اجرای اسکریپت، خط فرمان به حالت تعاملی پایتون وارد می‌شود::
+* ``i-`` پس از اجرای اسکریپت، خط فرمان به حالت تعاملی پایتون وارد می‌شود::
 
     python -i script.py
 
@@ -381,7 +325,7 @@
 
     python -h
 
-* ``S-`` - از import شدن ماژول ``site`` جلوگیری می‌شود::
+* ``S-`` از import شدن ماژول ``site`` جلوگیری می‌شود::
 
     python -S
 
@@ -391,7 +335,7 @@
 
   هر زمان که ماژولی import می‌شود مفسر پایتون در داخل دایرکتوری‌های مشخصی به دنبال آن می‌گردد؛ این دایرکتوری‌ها در ``sys.path`` فهرست شده‌اند.
 
-  برای نمونه - *پایتون 3x در ویندوز*:
+  برای نمونه در ویندوز:
 
   ::
 
@@ -403,11 +347,11 @@
     >>>
 
 
-  برای نمونه - *پایتون 3x در گنولینوکس*:
+  در گنولینوکس:
 
   ::
 
-    user> python3 -qS
+    user> python -qS
     
     >>> import sys
     >>> sys.path
@@ -429,44 +373,44 @@
 
   فایل mypath.pth را با یک ویرایشگر متن باز کرده و مشابه پایین فهرست دایرکتوری‌های مورد نظر خود را در آن وارد می‌نماییم::
 
-    /home/saeid/Documents
-    /home/saeid/Documents/me
+    /home/user/Documents
+    /home/user/Documents/me
 
   اکنون تمام ماژول‌های موجود در این دایرکتوری‌ها قابل import هستند؛ به فهرست ``sys.path`` توجه نمایید::
 
     
-    user> python3 -q
+    user> python -q
     
     >>> import sys
     >>> sys.path
-    ['', '/usr/local/lib/python34.zip', '/usr/local/lib/python3.4', '/usr/local/lib/python3.4/plat-linux', '/usr/local/lib/python3.4/lib-dynload', '/usr/local/lib/python3.4/site-packages', '/home/saeid/Documents', '/home/saeid/Documents/me']
+    ['', '/usr/local/lib/python34.zip', '/usr/local/lib/python3.4', '/usr/local/lib/python3.4/plat-linux', '/usr/local/lib/python3.4/lib-dynload', '/usr/local/lib/python3.4/site-packages', '/home/user/Documents', '/home/user/Documents/me']
     >>>
 
   همین کار را می‌توان از طریق برنامه‌نویسی نیز انجام داد، البته پس از اتمام اجرای اسکریپت (در اینجا: خروج از حالت تعاملی) اثر آن از بین می‌رود::
 
-    user> python3 -q
+    user> python -q
     
     >>> import sys
-    >>> sys.path.append('/home/saeid/Documents')
-    >>> sys.path.append('/home/saeid/Documents/me')
+    >>> sys.path.append('/home/user/Documents')
+    >>> sys.path.append('/home/user/Documents/me')
 
   تابع ``append`` دایرکتوری مورد نظر را به انتهای فهرست ``sys.path`` اضافه می‌کند. البته می‌توان با استفاده از تابع ``insert`` به جای ``append`` جایگاه دایرکتوری دلخواه خود را با استفاده از آرگومان نخست آن در ``sys.path`` مشخص نمود؛ با این کار دایرکتوری مورد نظر زودتر از دایرکتوری‌های بعد خودش توسط مفسر مورد جستجو قرار می‌گیرد - فایده این کار زمانی مشخص می‌شود که در دایرکتوری‌هایی مجزا، ماژولی با نام یکسان وجود داشته باشد؛ در این صورت ماژولی که زودتر توسط مفسر دیده شود به عنوان ماژول مورد نظر import می‌شود::
 
-    user> python3 -q
+    user> python -q
     
     >>> import sys
-    >>> sys.path.insert(1,'/home/saeid/Documents/me')
+    >>> sys.path.insert(1,'/home/user/Documents/me')
     >>> sys.path
-    ['', '/home/saeid/Documents/me', '/usr/local/lib/python34.zip', '/usr/local/lib/python3.4', '/usr/local/lib/python3.4/plat-linux', '/usr/local/lib/python3.4/lib-dynload', '/usr/local/lib/python3.4/site-packages']
+    ['', '/home/user/Documents/me', '/usr/local/lib/python34.zip', '/usr/local/lib/python3.4', '/usr/local/lib/python3.4/plat-linux', '/usr/local/lib/python3.4/lib-dynload', '/usr/local/lib/python3.4/site-packages']
     >>>
 
-  چند درس جلوتر خواهید آموخت که مقدار ``sys.path`` در واقع یک شی از نوع ``list`` است؛ ``append`` و ``insert`` نیز تابع‌هایی [#f4]_ هستند که توسط یک شی از نوع ``list`` می‌توانند فراخوانی گردند. در این مرحله تنها به یاد داشته باشید که موقعیت‌ها در یک شی از نوع ``list`` از عدد صفر شماره‌گذاری می‌گردند.
+  چند درس جلوتر خواهید آموخت که مقدار ``sys.path`` در واقع یک شی از نوع ``list`` است؛ ``append`` و ``insert`` نیز تابع‌هایی [#f4]_ هستند که توسط یک شی از نوع ``list`` ارایه می‌گردد. در این مرحله تنها به یاد داشته باشید که موقعیت‌ها در یک شی از نوع ``list`` از عدد صفر شماره‌گذاری می‌گردند.
 
 .. rubric:: دسته دوم:
 
-* ``c command-`` - این الگو امکان اجرای دستورهای پایتون را بدون ورود به حالت تعاملی یا ایجاد اسکریپت، فراهم می‌سازد::
+* ``c command-`` این الگو امکان اجرای دستورهای پایتون را بدون ورود به حالت تعاملی یا ایجاد اسکریپت، فراهم می‌سازد::
 
-    user> python3 -c "import sys; print(sys.path)"
+    user> python -c "import sys; print(sys.path)"
     ['', '/usr/local/lib/python34.zip', '/usr/local/lib/python3.4', '/usr/local/lib/python3.4/plat-linux', '/usr/local/lib/python3.4/lib-dynload', '/usr/local/lib/python3.4/site-packages']
 
   .. note::
@@ -474,18 +418,11 @@
 
     استفاده از سمی‌کالن ( ``;`` )‌ در پایان دستورهای پایتون اجباری نیست ولی چنانچه بخواهیم چند دستور را در یک سطر قرار بدهیم می‌بایست از آن استفاده نماییم.
 
-* ``m module-name-`` - این الگو امکان اجرای یک ماژول (از میان فهرست ``sys.path``) را به عنوان ماژول ``__main__`` فراهم می‌سازد.
-
-  جالب‌ترین نمونه برای بیان کاربرد این الگو، اجرای ماژول ``SimpleHTTPServer`` است. زمانی که نیاز به راه‌اندازی سریع یک وب سرور را دارید و نمی‌خواهید خود را درگیر نصب و پیکربندی Apache یا دیگر وب سرور‌ها نمایید؛ می‌توانید از این ماژول پایتون بهره بگیرید. این ماژول امکانات یک وب سرور ساده را در اختیار شما قرار می‌دهد. البته این ماژول در نسخه 3x پایتون در ماژول ``http.server`` ادغام شده است.
-
-  در *پایتون 2x* [`اسناد پایتون <http://docs.python.org/2/library/simplehttpserver.html>`__]::
+* ``m module-name-`` این الگو امکان اجرای یک ماژول (از میان فهرست ``sys.path``) را به عنوان ماژول ``'__main__'`` فراهم می‌سازد.
 
-    user> python -m SimpleHTTPServer 8080
+  جالب‌ترین نمونه برای بیان کاربرد این الگو، اجرای ماژول ``http.server`` است. زمانی که نیاز به راه‌اندازی سریع یک وب سرور دارید و نمی‌خواهید خود را درگیر نصب و پیکربندی Nginx یا دیگر وب سرور‌ها نمایید؛ می‌توانید از این ماژول پایتون بهره بگیرید. این ماژول امکانات یک وب سرور ساده را در اختیار شما قرار می‌دهد. [`اسناد پایتون <http://docs.python.org/3/library/http.server.html>`__]::
 
-
-  در *پایتون 3x* [`اسناد پایتون <http://docs.python.org/3/library/http.server.html>`__]::
-
-    user> python3 -m http.server 8080
+    user> python -m http.server 8080
 
   .. note::
     در استفاده از این الگو نیز همانند زمان import، پسوند ماژول (py) نوشته نمی‌شود.
@@ -493,11 +430,11 @@
     می‌توان شماره پورت را وارد نکرد که در این حالت به صورت پیش‌فرض پورت 8000 در نظر گرفته می‌شود.
 
 
-  ولی منظور از ماژول ``__main__`` چیست؟ 
+  ولی منظور از ماژول ``'__main__'`` چیست؟ 
 
-  هنگامی که ماژولی (برای نخستین بار) import می‌شود، مفسر پایتون به صورت خودکار تمام کد‌های درون آن را اجرا می‌کند. در مواردی ممکن است یک فایل py. حاوی کدهایی باشد که تنها می‌بایست در حالت اسکریپت به اجرا درآید؛ در این شرایط با import شدن فایل، این کد‌ها نیز اجرا می‌گردند که خواست برنامه‌نویس نمی‌باشد!. از طرفی در پایتون یک سری مقادیر و متغیرهای ویژه و از پیش تعریف شده به مانند ``__name__`` وجود دارد. متغیر ``__name__`` به نام ماژول اشاره دارد؛ در حالت اسکریپت (اجرای یک ماژول به صورت مستقیم - نمونه دستور: ``python script.py`` - درس پیش توضیح داده شد) مقدار ``__name__`` برابر با یک مقدار ویژه به نام ``__main__`` می‌گردد که از این موضوع می‌توان برای کنترل اجرای کدها استفاده کرد. 
+  هنگامی که ماژولی (برای نخستین بار) import می‌شود، مفسر پایتون به صورت خودکار تمام کد‌های درون آن را اجرا می‌کند. در مواردی ممکن است یک فایل py. حاوی کدهایی باشد که تنها می‌بایست در حالت اسکریپت به اجرا درآید؛ در این شرایط با import شدن فایل، این کد‌ها نیز اجرا می‌گردند که خواست برنامه‌نویس نمی‌باشد!. از طرفی در پایتون یک سری مقادیر و متغیرهای ویژه و از پیش تعریف شده به مانند ``__name__`` وجود دارد. متغیر ``__name__`` به نام ماژول اشاره دارد؛ در حالت اسکریپت (اجرای یک ماژول به صورت مستقیم - نمونه دستور: ``python script.py`` - درس پیش توضیح داده شد) مقدار ``__name__`` برابر با یک مقدار ویژه به نام ``'__main__'`` می‌گردد که از این موضوع می‌توان برای کنترل اجرای کدها استفاده کرد. 
 
-  معمولا کدهای اسکریپت به گونه‌ای نوشته می‌شوند که اجرای آن‌ها وابسته به اجرای یک تابع اصلی باشد که معمولا ``()main`` نامیده می‌شود که در انتها بتوان با قرار دادن شرط برابری مقدار ``__name__`` با ``__main__`` برای اجرای تابع یاد شده، از اجرای کد‌های مورد نظر تنها در حالت اجرا به صورت اسکریپت (و نه در زمان import) مطمئن شد.
+  معمولا کدهای اسکریپت به گونه‌ای نوشته می‌شوند که اجرای آن‌ها وابسته به اجرای یک تابع اصلی باشد که معمولا ``()main`` نامیده می‌شود که در انتها بتوان با قرار دادن شرط برابری مقدار ``__name__`` با ``'__main__'`` برای اجرای تابع یاد شده، از اجرای کد‌های مورد نظر تنها در حالت اجرا به صورت اسکریپت (و نه در زمان import) مطمئن شد.
 
   .. code-block:: python
       :linenos:
@@ -509,7 +446,7 @@
           main()  
 
 
-* ``script`` - این الگو (``python script.py``) بیان‌‌گر همان روش اجرای اسکریپت است که در درس پیش به صورت کامل راجب آن صحبت شد.
+* ``script`` این الگو (``python script.py``) بیان‌‌گر همان روش اجرای اسکریپت است که در درس پیش به صورت کامل بررسی شد.
 
 
 .. rubric:: دسته سوم (Arguments):
@@ -519,9 +456,6 @@
   
 .. code-block:: python
     :linenos:
-     
-    # file: Documents/script-argv-3x.py
-    # Python 3.x
     
     import sys
     
@@ -534,10 +468,10 @@
 
 ::
 
-    user> python3 Documents/script-argv-3x.py arg_1 arg_2
+    user> python /home/user/Documents/script-argv.py arg_1 arg_2
     
-    ['/home/saeid/Documents/script-argv-3x.py', 'arg_1', 'arg_2']
-    /home/saeid/Documents/script-argv-3x.py
+    ['/home/user/Documents/script-argv.py', 'arg_1', 'arg_2']
+    /home/user/Documents/script-argv.py
     arg_1
     arg_2
 
@@ -545,11 +479,11 @@
 
 عضو نخست ``sys.argv`` یا ``[sys.argv[0`` همواره حاوی نام اسکریپت است. البته به جز در مواقعی که از ``c-`` استفاده کرده‌ایم که در این صورت برابر مقدار ``'c-'`` خواهد بود::
 
-    user> python3 -c "import sys; print(sys.argv)" 2
+    user> python -c "import sys; print(sys.argv)" 2
     ['-c', '2']
 
 
-
+.. _lesson-04-footer: 
 
 پی‌نوشت
 -------

From 5a39a6516d95b5fb17ec10ff67362577e75a3c8f Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Sun, 2 Apr 2023 11:20:40 +0330
Subject: [PATCH 22/79] edited l04

---
 .../lessons/l04-python-interactive-mode.rst   | 97 +++++++++++++++----
 1 file changed, 80 insertions(+), 17 deletions(-)

diff --git a/source/lessons/l04-python-interactive-mode.rst b/source/lessons/l04-python-interactive-mode.rst
index b3b04dc..63a0506 100644
--- a/source/lessons/l04-python-interactive-mode.rst
+++ b/source/lessons/l04-python-interactive-mode.rst
@@ -132,7 +132,19 @@
 
 اکنون می‌دانیم که برای وارد کردن یک ماژول به یک اسکریپت (یا ماژولی دیگر) از دستور import استفاده می‌گردد. پس از آن، برای دستیابی اجزای داخل آن مانند فراخوانی یک تابع نیز می‌بایست از الگوی «نام ماژول + نقطه + نام تابع مورد نظر» استفاده گردد.
 
-مثالی دیگر - ``sys`` یکی از ماژول‌های مهم پایتون است؛ این ماژول امکان دسترسی به برخی از متغیرهای مورد استفاده مفسر (در زمان اجرا) و همچنین تابع‌هایی که با مفسر در ارتباط هستند را فراهم می‌آورد [`اسناد پایتون <http://docs.python.org/3/library/sys.html>`__]:
+و اگر از روش ``... from ... import`` استفاده کنیم: در این صورت می‌توان به جای کل ماژول، تنها اجزای مورد نیاز خود را import نماییم و دیگر نیازی به ذکر نام ماژول نیز نخواهد بود::
+
+    >>> from math import sqrt, pow, radians, sin
+    >>> sqrt(36)
+    6.0
+    >>> pow(3, 2)
+    9.0
+    >>> radians(90)
+    1.5707963267948966
+    >>> sin(_)
+    1.0
+
+مثالی دیگر - ``sys`` یکی از ماژول‌های مهم پایتون است؛ این ماژول امکان دسترسی به برخی از متغیرهای مورد استفاده توسط مفسر (در زمان اجرا) و همچنین تابع‌هایی که با مفسر در ارتباط هستند را فراهم می‌آورد [`اسناد پایتون <http://docs.python.org/3/library/sys.html>`__]:
 
 .. code-block:: python
     
@@ -150,7 +162,27 @@
     >>> sys.getdefaultencoding()
     'utf-8'
 
-دستور ``()sys.exit`` نیز موجب توقف اجرا (در اینجا: خروج از حالت تعاملی پایتون) می‌گردد. برای کنترل خطاها کاربرد دارد و همچنین می‌توان پیامی مرتبط را به خروجی فرستاد (معمولا گزارش رویدادی که موجب اتمام ناگهانی برنامه شده‌ است)::
+یا:
+
+.. code-block:: shell
+    
+    >>> from sys import version, version_info, platform, getdefaultencoding
+    
+    >>> version
+    '3.4.2 (default, Jan 25 2015, 20:02:16) \n[GCC 4.9.2 20141101 (Red Hat 4.9.2-1)]'
+    
+    >>> version_info
+    sys.version_info(major=3, minor=4, micro=2, releaselevel='final', serial=0)
+    
+    >>> platform
+    'linux'
+    
+    >>> getdefaultencoding()
+    'utf-8'
+
+دستور ``()sys.exit`` نیز موجب توقف اجرا (در اینجا: خروج از حالت تعاملی پایتون) می‌گردد. برای کنترل خطاها کاربرد دارد و همچنین می‌توان پیامی مرتبط را به خروجی فرستاد (معمولا گزارش رویدادی که موجب اتمام ناگهانی برنامه شده‌ است):
+
+.. code-block:: shell
 
     >>> import sys
     
@@ -159,6 +191,20 @@
     
     user>
 
+یا
+
+.. code-block:: shell
+
+    >>> from sys import exit as bye
+    
+    >>> bye("Error: Goodbye! :| ")
+    Error: Goodbye! :| 
+    
+    user>
+
+
+با استفاده از ``as`` می‌توان برای اجزای import شده (به هر دو روش)، یک نام دلخواه تنظیم کرد. این ویژگی در زمانی که نام اصلی طولانی بوده یا با یکی از اجزای داخل ماژول همنام باشد (برای جلوگیری از تداخل) کاربرد دارد.
+
 
 .. _python-help: 
 
@@ -404,7 +450,7 @@
     ['', '/home/user/Documents/me', '/usr/local/lib/python34.zip', '/usr/local/lib/python3.4', '/usr/local/lib/python3.4/plat-linux', '/usr/local/lib/python3.4/lib-dynload', '/usr/local/lib/python3.4/site-packages']
     >>>
 
-  چند درس جلوتر خواهید آموخت که مقدار ``sys.path`` در واقع یک شی از نوع ``list`` است؛ ``append`` و ``insert`` نیز تابع‌هایی [#f4]_ هستند که توسط یک شی از نوع ``list`` ارایه می‌گردد. در این مرحله تنها به یاد داشته باشید که موقعیت‌ها در یک شی از نوع ``list`` از عدد صفر شماره‌گذاری می‌گردند.
+  چند درس جلوتر خواهید آموخت که مقدار ``sys.path`` در واقع یک شی از نوع ``list`` است؛ ``append`` و ``insert`` نیز تابع‌هایی  هستند که توسط یک شی از نوع ``list`` ارایه می‌گردد. در این مرحله تنها به یاد داشته باشید که موقعیت‌ها در یک شی از نوع ``list`` از عدد صفر شماره‌گذاری می‌گردند.
 
 .. rubric:: دسته دوم:
 
@@ -437,7 +483,6 @@
   معمولا کدهای اسکریپت به گونه‌ای نوشته می‌شوند که اجرای آن‌ها وابسته به اجرای یک تابع اصلی باشد که معمولا ``()main`` نامیده می‌شود که در انتها بتوان با قرار دادن شرط برابری مقدار ``__name__`` با ``'__main__'`` برای اجرای تابع یاد شده، از اجرای کد‌های مورد نظر تنها در حالت اجرا به صورت اسکریپت (و نه در زمان import) مطمئن شد.
 
   .. code-block:: python
-      :linenos:
       
       def main():  
           print("this runs only when executed directly") 
@@ -455,21 +500,29 @@
 
   
 .. code-block:: python
-    :linenos:
     
     import sys
-    
-    print(sys.argv)
-    print(sys.argv[0])
-    print(sys.argv[1])
-    print(sys.argv[2])
+
+    def main():
+        print(sys.argv)
+        print(sys.argv[0])
+        print(sys.argv[1])
+        print(sys.argv[2])
+
+    if __name__ == '__main__':
+        main()
+
+.. tip::
+     از آنجا که عملکرد و خروجی مورد نظر این ماژول تنها در حالت اجرای اسکریپت است (دریافت آرگومان‌ها) و نه import آن در برنامه، بنابراین با بررسی نام ماژول در زمان اجرا از این موضوع اطمینان حاصل کردیم.
+
 
 اسکریپت بالا را با ارسال دو آرگومان ``arg_1`` و ``arg_2`` اجرا می‌نماییم:
 
 ::
 
-    user> python /home/user/Documents/script-argv.py arg_1 arg_2
-    
+    user> cd /home/user/Documents
+
+    user> python script.py arg_1 arg_2
     ['/home/user/Documents/script-argv.py', 'arg_1', 'arg_2']
     /home/user/Documents/script-argv.py
     arg_1
@@ -483,19 +536,31 @@
     ['-c', '2']
 
 
+
+.. admonition:: تمرین
+    
+  یک اسکریپت ایجاد نمایید که دو پارامتر نام و سن را به صورت آرگومان‌های اسکریپت دریافت و بر روی خروجی نمایش دهد.
+
+  نمونه دستور اجرای اسکریپت:
+
+  ``python script.py "Hideyoshi Nagachika" 19``
+
+  نمونه خروجی اسکریپت:
+
+  ``Name: Hideyoshi Nagachika - Age: 19`` 
+
+
 .. _lesson-04-footer: 
 
 پی‌نوشت
 -------
 
-.. [#f1] «عبارت» (Expression) یک قطعه از سینتکس است که می‌تواند به یک مقدار ارزیابی گردد، عبارت شامل «کلمه‌های کلیدی» (Keywords) نمی‌شود و «دستور» (Statement) بخشی از یک بلاک کد است که شامل کلمه‌های کلیدی بوده و کاری را به انجام می‌رساند. [کلمه‌های کلیدی در آینده بررسی می‌شوند.]
+.. [#f1] «عبارت» (Expression) یک قطعه از کد است که می‌تواند به یک مقدار ارزیابی گردد، عبارت شامل «کلمه‌های کلیدی» (Keywords) نمی‌شود و «دستور» (Statement) بخشی از یک بلاک کد است که شامل کلمه‌های کلیدی بوده و کاری را به انجام می‌رساند. [کلمه‌های کلیدی در آینده بررسی می‌شوند.]
 
 .. [#f2] درست این بود که به جای واژه «مقدار» (Value) از «شی» (Object) استفاده می‌شد؛ چرا که هر چیزی در پایتون یک شی است. به عنوان نمونه، عدد 5 یک شی از کلاس «اعداد صحیح» (Integers) می‌باشد.
 
 .. [#f3] توضیحی است که در ابتدای تابع‌ها، کلاس‌ها و ماژول‌ها می‌آید و توسط مفسر نادیده گرفته نمی‌شود. [docstring در آینده بررسی می‌شود]
 
-.. [#f4] واژه «تابع» در مفهوم شی، مناسب نیست. در تعریف شی‌گرا از واژه «متد» (Method) به جای «تابع» (Function) استفاده می‌گردد؛ ولی در این مرحله که هنوز به شی‌گرایی پرداخته نشده است، ترجیح داده شد تا از واژه «تابع» استفاده گردد.
-
 
 
 |
@@ -504,6 +569,4 @@
 
 :emoji-size:`😊` امیدوارم مفید بوده باشه
 
-`لطفا دیدگاه و سوال‌های مرتبط با این درس خود را در کدرز مطرح نمایید. <http://coderz.ir/python-tutorial-interactive-mode/>`_
-
 

From ddbc0c7a1b5f6687740bab3777696b1020aef3ed Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Sun, 2 Apr 2023 14:43:23 +0330
Subject: [PATCH 23/79] edited l05

---
 source/index.rst                              |   2 +-
 .../l05-object-oriented-programming.rst       | 193 +++++++++++
 source/lessons/l05.rst                        | 299 ------------------
 3 files changed, 194 insertions(+), 300 deletions(-)
 create mode 100644 source/lessons/l05-object-oriented-programming.rst
 delete mode 100644 source/lessons/l05.rst

diff --git a/source/index.rst b/source/index.rst
index 74fe8c7..68ddca4 100644
--- a/source/index.rst
+++ b/source/index.rst
@@ -32,7 +32,7 @@
    lessons/l02-setup-python
    lessons/l03-create-and-run-a-python-project
    lessons/l04-python-interactive-mode
-   lessons/l05
+   lessons/l05-object-oriented-programming
    lessons/l06
    lessons/l07
    lessons/l08
diff --git a/source/lessons/l05-object-oriented-programming.rst b/source/lessons/l05-object-oriented-programming.rst
new file mode 100644
index 0000000..0082b31
--- /dev/null
+++ b/source/lessons/l05-object-oriented-programming.rst
@@ -0,0 +1,193 @@
+.. role:: emoji-size
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس پنجم: مفهوم شی‌گرایی
+   :keywords:  شی گرایی, مفهوم شی گرایی, اصول و مبانی شی گرایی, کلاس, شی, متد, صفت, سازنده, نمونه سازی, کپسوله سازی, وراثت, چندریختی, انتزاع, تجرید, برنامه نویسی شی گرا, اشیا در پایتون, کلاس ها در پایتون, آموزش برنامه نویسی, آموزش پایتون,آموزش, سلسله مراتب وراثت, is-a,has-a, ترکیب
+
+.. _lesson-05: 
+
+درس ۰۵: مفهوم شی‌گرایی
+========================
+
+
+.. figure:: /_static/pages/05-python-object-oriented-programming-concept.jpg
+    :align: center
+    :alt: مفهوم شی گرایی (Object-Oriented Programming)
+    :class: page-image
+
+    Photo by `Lucas Benjamin <https://unsplash.com/photos/wQLAGv4_OYs>`__
+
+این درس به توضیح مفاهیم پایه «برنامه‌نویسی شی‌گرا» (Object-Oriented Programming) اختصاص یافته است و آخرین درس از سطح «پایه» در این کتاب می‌باشد. هدف از این درس آشنایی خوانندگان با مفاهیم عمومی شی‌گرایی بوده و نه آموزش آن؛ جزییات بیشتر از برنامه‌نویسی شی‌گرا به همراه آموزش پیاده‌سازی مفاهیم آن در زبان پایتون از درس هفدهم تا بیست و دوم به صورت کامل بررسی خواهد شد. البته در این درس کمی به ساختار اشیا و کلاس‌ها در زبان پایتون اشاره‌ شده است که پیش‌نیاز دروس آتی خواهد بود.
+
+
+:emoji-size:`✔` سطح: پایه
+
+----
+
+.. contents:: سرفصل‌ها
+    :depth: 2
+
+----
+
+
+.. _object-oriented-programming: 
+
+برنامه‌نویسی شی‌گرا
+--------------------
+«برنامه‌نویسی شی‌گرا» (`Object-Oriented Programming <http://en.wikipedia.org/wiki/Object-oriented_programming>`_) یا به اختصار OOP یک الگو یا شیوه تفکر در برنامه‌نویسی است که برگرفته از دنیای واقعی بوده و از دهه ۱۹۶۰ میلادی مطرح گشته است. به زبانی که از این الگو پشتیبانی کند، «زبان شی‌گرا» گفته می‌شود؛ `Simula 67 <http://en.wikipedia.org/wiki/Simula>`_ و `Smalltalk <http://en.wikipedia.org/wiki/Smalltalk>`_ نخستین زبان‌های برنامه‌نویسی شی‌گرا هستند. ایده شی‌گرایی در پاسخ به برخی از نیازها که الگوهای موجود پاسخ‌گو آن‌ها نبودند به وجود آمد؛ نیازهایی مانند: توانایی پیاده‌سازی مسائل پیچیده (Complex)، «پنهان‌سازی داده» (Data Hiding)، «قابلیت استفاده مجدد» (Reusability) بیشتر، وابستگی کمتر به توابع، انعطاف بالا و...
+
+رویکرد برنامه‌نویسی شی‌گرا «از پایین به بالا» (Bottom-Up) است؛ یعنی ابتدا واحدهایی کوچک از برنامه ایجاد می‌شوند و سپس با پیوند این واحدها، واحدهایی بزرگتر و در نهایت شکلی کامل از برنامه به وجود می‌آید. برنامه‌نویسی شی‌گرا در قالب دو مفهوم «**کلاس**» (Class) و «**شی**» (Object) ارایه می‌گردد. هر کلاس واحدی از برنامه است که بخشی از عملیات‌ها و داده‌های یک برنامه را تعریف می‌کند و هر شی نیز یک نمونه پیاده‌سازی شده از یک کلاس است. می‌توان هر تعداد شی از یک کلاس ایجاد کرد. هر شی مستقل از دیگر اشیای ایجاد شده خواهد بود که می‌تواند مقادیر متفاوتی را در خود نگهداری کند (در چهارچوبی که توسط کلاس آن تعریف شده است). در برنامه‌نویسی شی‌گرا، تمامی عملیات‌های قابل انتظار یک برنامه از تعامل اشیای  گوناگون با یکدیگر حاصل می‌شود.
+
+
+برای مثال، کارخانه تولید یک مدل خودرو را می‌توانیم به شکل یک ساختار بزرگ در نظر بگیریم. بدیهی است که این کارخانه شامل بخش‌های تولیدی کوچکتری به مانند: سیستم الکتریکی، سیستم چرخ‌ها، سیستم سوخت، سیستم خنک کننده، موتور و... است که هر کدام نیز در نوع خود می‌تواند به واحدهایی کوچکتر تقسیم گردد. طراحی شی‌گرای این کارخانه به این صورت می‌شود که ابتدا می‌بایست کلاس‌های کوچکترین واحدها را ایجاد کرد که کاملا ایزوله از یکدیگر هستند. پس از آن به ترتیب کلاس‌هایی بزرگتر تعریف می‌گردند که در آنها بخشی از عملیات‌های مرتبط با یکدیگر هماهنگ می‌شوند، این کلاس‌ها در تعریف خود حاوی اشیای کلاس‌های کوچکتر خواهند بود. با گسترش این طرح به تعریف کلاس نهایی می‌رسیم که در اینجا همان کلاس کارخانه است. اکنون این کلاس با هماهنگ کردن اشیای واحدهای کوچکتر از خود و تعریف عملیات‌های مورد نیاز، آماده تولید نمونه‌های کامل و مورد انتظار خواهد بود. به این صورت که با ایجاد یک شی از آن، یک موجودیت اجرایی (خودرو) پدید می‌آید.
+
+.. _oop-concepts: 
+
+مفاهیم شی‌گرایی
+--------------------
+
+
+گفته شد که هر کلاس ساختاری است که تعدادی داده و عملیات مرتبط را تعریف می‌کند. از دید برنامه‌نویسی، هر کلاس از دو بخش «اعضای داده» (Data Members) و «توابع عضو» (Member Functions) تشکیل شده است. اعضای داده در واقع همان متغیر‌های درون کلاس هستند که خصوصیات یا صفات شی را بیان می‌کنند و در شی‌گرایی با عنوان «**فیلد**» (Field) یا «**صفت**» (Attribute) از آن‌ها یاد می‌شود. توابع عضو نیز عملیات یا کارهایی هستند که یک شی از کلاس قادر به انجام آن‌ها می‌باشد؛ در شی‌گرایی به این توابع «**متد**» (Method) گفته می‌شود. 
+
+تا به اینجا با مفاهیم «کلاس»، «صفت»، «متد» و «شی» آشنا شده‌ایم؛ در ادامه به توضیح مفاهیم اصلی از برنامه‌نویسی شی‌گرا خواهیم پرداخت. 
+
+.. rubric:: نمونه‌سازی:
+
+به هر شی از یک کلاس، یک نمونه (Instance) از آن کلاس گفته می‌شود و به عمل ایجاد شی از کلاس در شی‌گرایی «**نمونه‌سازی**» (Instantiation) گفته می‌شود. در این مفهموم، هدف نهایی از تعریف کلاس‌ها در برنامه، تنها تولید شی نیست. گاهی نیز وجود یک کلاس تنها برای درج تعاریف مشترک بین چند کلاس دیگر کاربرد پیدا می‌کند. بر همین اساس دو نوع کلاس در شی‌گرایی وجود دارد: ۱- کلاس‌های عادی که توانایی نمونه‌سازی دارند و به آن‌ها **”Concrete Class“** گفته می‌شود ۲- کلاس‌هایی که توانایی نمونه‌سازی ندارند و به آن‌ها **”Abstract Class“** گفته می‌شود.
+
+همانطور که در دروس مربوط به پیاده‌سازی کلاس خواهید دید؛ با ایجاد هر نمونه از کلاس یک متد خاص در آن به صورت خودکار اجرا می‌گردد. این متد «**سازنده**» (Constructor) نام دارد و کار آن «**مقداردهی اولیه**» (Initialization) شی است. این کار موجب اطمینان از مقداردهی تمامی اعضای داده پیش از استفاده شی در برنامه می‌گردد. 
+
+
+برای مثال یک کلاس خودرو ساده را در نظر بگیرید که در آن صفات: رنگ بدنه، ظرفیت باک، بیشینه سرعت و متدهای: راندن، دریافت میزان سوخت، سوخت گیری، تنظیم سرعت، توقف تعریف شده است. در همان ابتدا یعنی زمان نمونه‌سازی می‌توانیم با تنظیم صفات توسط متد سازنده، اشیا هم نوع ولی با صفات متفاوتی را ایجاد نماییم. برای مثال: دو خودروی آبی با ظرفیت باک ۲۰ لیتر و بیشینه سرعت ۸۰ کیلومتر-ساعت یا یک خودروی صورتی با ظرفیت باک ۴۰ لیتر و بیشینه سرعت ۱۶۰ کیلومتر-ساعت که البته هر سه آن‌ها تمام متدهای کلاس را در خود دارند:
+
+.. image:: /_static/l05-car-class-sample.jpg
+    :align: center
+
+.. image:: /_static/l05-car-class-object-sample.jpg
+    :align: center
+
+.. rubric:: کپسوله‌سازی:
+
+یک مفهوم دیگر در برنامه‌نویسی شی‌گرا، «**کپسوله‌سازی**» (Encapsulation) است. کپسوله‌سازی به معنی پنهان‌سازی داده‌ها یا عملیات‌های درون یک شی است که با محدودسازی دسترسی به آن‌ها به دست می‌آید. در این شرایط اشیا باید بدون آگاهی از ساختار درونی و چگونگی انجام عملیات یکدیگر به تعامل بپردازند. این امر از پیچیدگی برنامه جلوگیری و تغییر را ساده‌تر می‌کند.
+
+.. rubric:: وراثت:
+
+وراثت یکی از شکل‌های «قابلیت استفاده مجدد» کد بوده که برنامه‌نویس را قادر می‌سازد تا با ارث‌بری صفات و متدهای یک یا چند کلاس موجود، کلاس‌های جدیدی را ایجاد نماید. 
+
+
+برای نمونه فرض کنیم طراح کلاس خودروی پیش، قصد طراحی یک مدل خودرو جدید با رویکرد باربری دارد؛ بنابراین می‌بایست کلاسی جدید برای تولید آن تهیه نماید. ولی کلاس جدید علاوه‌بر صفات (ظرفیت بارگیری و..) و متدهای (انجام بارگیری، تخلیه بار و...) خاص خودش به صفات (رنگ بدنه، ظرفیت باک و...) و متدهای (راندن، سوخت گیری، توقف و...) مشابه در کلاس قبل هم نیاز دارد؛ در این حالت نیازی به تعریف مجدد آن‌ها نیست و می‌توان صفات و متدهای کلاس پیش را در کلاس جدید به ارث برد یا یک Abstract Class برای درج تعاریف مشترک هر دو کلاس ایجاد کرد که این دو مدل خورد می‌توانند آن را به ارث ببرند.
+
+به کلاسی که از آن ارث‌بری می‌شود **”Parent Class“** یا **”Base Class“** (کلاس پایه) یا **”Superclass“** و به کلاسی که اقدام به ارث‌بری می‌کند **”Child Class“** (کلاس فرزند) یا **”Derived Class“** یا **”Subclass“** گفته می‌شود.
+
+ارث‌بری توسط «نسبت **هست-یک**» (IS-A Relationship) بیان می‌شود؛ این نسبت می‌گوید کلاس فرزند یک نوع از چیزی است که کلاس پایه هست. کلاس A از کلاس B ارث‌بری دارد؛ در این حالت می‌گوییم: A is a type of B، یعنی درست است اگر بگوییم: «سیب» یک نوع «میوه» است یا «خودرو» یک نوع «وسیله نقلیه» است ولی توجه داشته باشید که این یک ارتباط یک‌طرفه از کلاس فرزند به کلاس پایه است و نمی‌توانیم بگوییم: «میوه» یک نوع «سیب» است یا «وسیله نقلیه» یک نوع «خودرو» است. 
+
+کلاس‌ها می‌توانند مستقل باشند ولی هنگامی که وارد رابطه‌های وراثت می‌شوند، یک ساختار سلسله مراتب (Hierarchy) به شکل درخت را تشکیل می‌دهند. برای نمونه به ساختار سلسله مراتب وراثت پایین که مربوط به برخی اشکال هندسی است توجه نمایید، پیکان‌ها نشانگر نسبت is-a هستند.
+
+.. image:: /_static/l05-Inheritance-Hierarchy-Sample.png
+    :align: center
+
+.. rubric:: ترکیب:
+
+در برنامه‌نویسی شی‌گرا نسبت دیگری نیز با عنوان «نسبت **دارد-یک**» (HAS-A Relationship) وجود دارد که بیانگر مفهومی به نام «**ترکیب**» (Composition) است که شکل دیگری از قابلیت استفاده مجدد کد می‌باشد ولی مفهومی متفاوت با وراثت دارد. این نسبت زمانی بیان می‌شود که درون یک کلاس (مانند: C) از کلاس دیگری (مانند: D) نمونه‌سازی شده باشد؛ یعنی شی کلاس C درون خودش شی‌ای از کلاس D را داشته باشد؛ در این حالت می‌گوییم: C has a D. به یاد دارید خواندیم کلاس کارخانه خودروسازی با هماهنگ کردن اشیای واحدهای کوچکتر، عملیات خود را تعریف می‌کند. مثلا کلاس موتور - یعنی درون این کلاس یک شی از کلاس موتور ایجاد شده است، اکنون می‌توانیم بگوییم: «خودرو» یک «موتور» دارد.
+
+.. image:: /_static/l05-has-a-Sample.png
+    :align: center
+
+.. rubric:: چندریختی:
+
+مفهوم چندریختی (Polymorphism) بیانگر توانایی کلاس فرزند در بازتعریف متدهایی است که در کلاس پایه موجود می‌باشند. برای نمونه دو کلاس «ماهی» و «گربه» را که هر دو آن‌ها از کلاسی به نام «حیوان» ارث‌بری دارند را در نظر بگیرید؛ در کلاس حیوان متدی با عنوان «غذا خوردن» که عملی مشترک در میان تمام حیوانات است وجود دارد ولی از آنجا که چگونگی انجام آن در ماهی و گربه متفاوت است، بنابراین هر دو این کلاس‌ها نیاز دارند تا متد «غذا خوردن» مخصوص خود را داشته باشند - در این جاست که این متد در کلاس‌های فرزند بازتعریف می‌شود، به این عمل **”Method Overriding“** گفته می‌شود. با Override کردن یک متد، متد کلاس پایه زیر سایه متد مشابه در کلاس فرزند قرار می‌گیرد و از نظر اشیا کلاس فرزند پنهان می‌شود.
+
+.. rubric:: تجرید:
+
+تجرید (Abstraction) در برنامه‌نویسی شی‌گرا به همراه چندریختی می‌آید و توسط دو مفهوم «**کلاس‌های مجرد**» (Abstract Classes) و «**متدهای مجرد**» (Abstract Methods) ارایه می‌گردد. 
+
+«کلاس مجرد» کلاسی است که شامل یک یا چند «متد مجرد» باشد و «متد مجرد» متدی است که اعلان (Declare) شده ولی بدنه آن ‌تعریف (Define) نشده است. کلاس‌های مجرد قابلیت نمونه‌سازی ندارند و نمی‌توان از آن‌ها شی ایجاد نمود؛ چرا که هدف از توسعه آن‌ها قرار گرفتن در بالاترین سطح (یا چند سطح بالایی) درخت وراثت، به عنوان کلاس پایه برای ارث‌بری کلاس‌های پایین‌تر می‌باشد. ایده طراحی کلاس مجرد در تعیین یک نقشه توسعه برای کلاس‌های فرزند آن است؛ تعیین صفات و متدهای لازم ولی واگذاردن تعریف متدها بر عهده کلاس‌های فرزند. 
+
+به عنوان نمونه سه کلاس «ماهی»، «گربه» و «کبوتر» را در نظر بگیرید. این کلاس‌ها جدا از رفتارهای خاص خود (مانند: «پرواز کردن» در کبوتر یا «شنا کردن» در ماهی)، در یک سری رفتار به مانند «نفس کشیدن»، «غذا خوردن» و... مشترک هستند. راه درستِ توسعه این کلاس‌ها تعیین یک «کلاس پایه» برای رفتارهای مشترک و ارث‌بری هر سه آن‌ها می‌باشد. ولی از آنجا که هر یک، این رفتارهای مشترک را به گونه‌ای دیگر انجام می‌دهد؛ راه درست‌تر آن است که یک «کلاس مجرد» به عنوان «کلاس پایه» آن‌ها در نظر بگیریم؛ در این حالت هر کدام از کلاس‌ها ضمن دانستن رفتارهای لازم می‌تواند آن‌‌ها را متناسب با خواست خود تعریف نمایند.
+
+
+.. note:: 
+
+   آنچه در ادامه این درس آورده شده است، چکیده‌ای از پیاده‌سازی برنامه‌نویسی شی گرا در پایتون است. شی گرایی در زبان برنامه نویسی پایتون به صورت کامل از درس هفدهم تا بیست و دوم به صورت کامل شرح داده می‌شود.
+
+
+.. _object-in-python: 
+
+اشیا در پایتون
+----------------
+
+علاوه‌بر اینکه پایتون یک زبان برنامه‌نویسی شی‌گراست، ساختار آن نیز بر مبنای شی‌گرایی توسعه یافته است و اینطور بیان می‌شود که **هر چیزی در پایتون یک شی است**. اشیا، انتزاعِ پایتون برای ارایه «انواع داده‌» (Data Types) هستند. به بیان دیگر تمام داده‌های یک برنامه پایتونی یا به صورت مستقیم یک شی است یا از روابط بین اشیا ایجاد می‌گردد. برای نمونه: ``56``، ``"!Hello World"``، توابع و... حتی خود کلاس‌ها نیز توسط یک نوع شی ارایه می‌شوند. 
+
+هر شی در پایتون حاوی یک «**شناسه**» (identity)، یک «**نوع**» (type) و یک «**مقدار**» (value) است.
+
+* «شناسه» در زمان ایجاد شی به آن اختصاص می‌یابد و غیر قابل تغییر است. تابع ``()id`` شناسه شی را به صورت یک عدد صحیح برمی‌گرداند که این مقدار در CPython بیانگر نشانی (Address) شی در حافظه (Memory) است::
+
+
+    >>> id(5)
+    140468674877440
+    
+    >>> num = 0.25
+    >>> id(num)
+    140468676592120
+    
+    >>> msg = "Hello World!"
+    >>> id(msg)
+    140468675425264
+
+
+* هر شی در پایتون دارای یک «نوع» یا ”type“ است که در واقع معرف کلاسی است که شی از آن ایجاد گردیده است. نوع هر شی توسط تابع ``()type`` قابل مشاهده است::
+
+    >>> type(127)
+    <class 'int'>
+
+    >>> msg = "Hello World!"
+    >>> type(msg)
+    <class 'str'>
+
+    >>> type(print)
+    <class 'builtin_function_or_method'>
+
+  .. caution:: 
+      تمام اعداد صحیح (Integers) در پایتون یک شی از نوع ``int`` می‌باشند. [با انواع آماده (Built-in) شی در پایتون توسط دروس آینده آشنا خواهید شد.]
+
+
+* «مقدار» برخی اشیا در پایتون قابل تغییر است که به این دسته از اشیا **”mutable“** (تغییر پذیر) گفته می‌شود؛ ولی مقدار برخی دیگر قابل تغییر نمی‌باشد (مانند اعداد: شی ``127``) که به آن‌ها اشیا **”immutable“** (تغییر ناپذیر) می‌گویند.
+
+
+.. _class-in-python: 
+
+کلاس‌ها در پایتون
+-----------------
+
+از نسخه 2.2 طراحی کلاس‌ها در پایتون تغییر کرده است. [`New-style Classes <http://www.python.org/doc/newstyle/>`_] در ساختار جدید مفهوم ”type“ برابر مفهوم ”class“ طراحی شده است. در این ساختار هر کلاس، خود یک شی از کلاسی به نام ``type`` می‌باشد و همچنین تمامی کلاس‌ها از کلاسی به نام ``object`` ارث‌بری دارند::
+
+
+    >>> num = 3
+    
+    >>> num.__class__
+    <class 'int'>
+    
+    >>> type(num)
+    <class 'int'>
+    
+    >>> type(type(num))
+    <class 'type'>
+    
+    >>> type(num).__class__
+    <class 'type'>
+    
+    >>> type(num).__bases__
+    (<class 'object'>,)
+
+
+.. caution:: 
+    صفت ``__class__`` نام کلاس یک شی و صفت ``__bases__`` نام کلاس‌های پایه یک کلاس را نمایش می‌دهد.
+
+
+|
+
+----
+
+:emoji-size:`😊` امیدوارم مفید بوده باشه
+
+
diff --git a/source/lessons/l05.rst b/source/lessons/l05.rst
deleted file mode 100644
index 3b5b6e7..0000000
--- a/source/lessons/l05.rst
+++ /dev/null
@@ -1,299 +0,0 @@
-.. role:: emoji-size
-
-.. meta::
-   :description: کتاب آموزش زبان برنامه نویسی پایتون به فارسی، آموزش مفهوم شی گرایی، شی گرایی یا Object-Oriented Programming چیست؟، آموزش مفاهیم شی گرایی در پایتون، تعریف کلاس در پایتون، شی چیست؟، شی در پایتون چیست؟
-   :keywords:  شی گرایی, مفهوم شی گرایی, اصول و مبانی شی گرایی, کلاس, شی, متد, صفت, سازنده, نمونه سازی, کپسوله سازی, وراثت, چندریختی, انتزاع, تجرید, برنامه نویسی شی گرا, اشیا در پایتون, کلاس ها در پایتون, آموزش برنامه نویسی, آموزش پایتون,آموزش, سلسله مراتب وراثت, is-a,has-a, ترکیب
-
-
-درس ۰۵: مفهوم شی‌گرایی
-========================
-
-
-.. figure:: /_static/pages/05-python-object-oriented-programming-concept.jpg
-    :align: center
-    :alt: مفهوم شی گرایی (Object-Oriented Programming)
-    :class: page-image
-
-    Photo by `Lucas Benjamin <https://unsplash.com/photos/wQLAGv4_OYs>`__
-
-این درس به توضیح مفاهیم پایه «برنامه‌نویسی شی‌گرا» (Object-Oriented Programming) اختصاص یافته است و آخرین درس از سطح‌بندی «پایه» در این کتاب می‌باشد. هدف از این درس آشنایی خوانندگان با مفاهیم عمومی شی‌گرایی بوده و نه آموزش آن؛ جزییات بیشتر از برنامه‌نویسی شی‌گرا به همراه آموزش پیاده‌سازی مفاهیم آن در زبان پایتون از درس هفدهم به بعد بررسی خواهد شد. در این درس همچنین به ساختار اشیا و کلاس‌ها در زبان پایتون اشاره‌ شده است که پیش‌نیاز دروس آتی خواهد بود.
-
-
-:emoji-size:`✔` سطح: پایه
-
-----
-
-.. contents:: سرفصل‌ها
-    :depth: 2
-
-----
-
-
-برنامه‌نویسی شی‌گرا
---------------------
-«برنامه‌نویسی شی‌گرا» (`Object-Oriented Programming <http://en.wikipedia.org/wiki/Object-oriented_programming>`_) یا به اختصار OOP یک الگو یا شیوه تفکر در برنامه‌نویسی است که برگرفته از دنیای واقعی بوده و از دهه ۱۹۶۰ میلادی مطرح گشته است. به زبانی که از این الگو پشتیبانی کند، «زبان شی‌گرا» گفته می‌شود؛ `Simula 67 <http://en.wikipedia.org/wiki/Simula>`_ و `Smalltalk <http://en.wikipedia.org/wiki/Smalltalk>`_ نخستین زبان‌های برنامه‌نویسی شی‌گرا هستند. ایده شی‌گرایی در پاسخ به برخی از نیازها که الگوهای موجود پاسخ‌گو آن‌ها نبودند به وجود آمد؛ نیازهایی مانند: توانایی حل تمامی مسائل پیچیده (Complex)، «پنهان‌سازی داده» (Data Hiding)، «قابلیت استفاده مجدد» (Reusability) بیشتر، وابستگی کمتر به توابع، انعطاف بالا و...
-
-رویکرد برنامه‌نویسی شی‌گرا «از پایین به بالا» (Bottom-Up) است؛ یعنی ابتدا واحدهایی کوچک از برنامه ایجاد می‌شوند و سپس با پیوند این واحدها، واحدهایی بزرگتر و در نهایت شکلی کامل از برنامه به وجود می‌آید. برنامه‌نویسی شی‌گرا در قالب دو مفهوم «**کلاس**» (Class) و «**شی**» (Object) ارایه می‌گردد. هر کلاس واحدی از برنامه است که تعدادی داده و عملیات‌ را در خود نگه‌داری می‌کند و هر شی نیز حالتی (State) مشخص از یک کلاس می‌باشد. 
-
-در برنامه‌نویسی شی‌گرا، هر برنامه در قالب موجودیت‌های کوچکی که در واقع همان اشیا هستند و با یکدیگر تعامل دارند در نظر گرفته می‌شود. برای داشتن این اشیا می‌بایست ابتدا کلاس‌های برنامه را تعریف نماییم؛ هر کلاس «**رفتار**» (Behavior) و «**صفات**» (Attributes) اشیایی که قرار است از آن ایجاد شوند را تعریف می‌کند. از یک کلاس می‌توان هر تعداد که بخواهیم شی ایجاد نماییم. هر شی بیانگر یک «**حالت**» یا یک «**نمونه**» (Instance) از کلاس خود است. 
-
-برای مثال، کارخانه تولید یک مدل خودرو را می‌توانیم به شکل یک کلاس بزرگ در نظر بگیریم. بدیهی است که این کارخانه شامل بخش‌های کوچکتری به مانند: سیستم الکتریکی، سیستم چرخ‌ها، سیستم سوخت، سیستم خنک کننده، موتور و... می‌باشد؛ در این مثال هر یک از این بخش‌ها کلاسی است که باید پیش از کلاس کارخانه ایجاد شود که البته آن‌‌ها هم به جای خود می‌توانند شامل کلاس‌های کوچکتر دیگری باشند. از آنجا که هر کلاس توسط اشیا خود موجودیت می‌یابد؛ می‌بایست درون کلاس کارخانه نمونه‌هایی از این کلاس‌های نام برده ایجاد گردد. قرار گرفتن اشیا در ساختار کلاسی دیگر موجودیت بزرگتری را ایجاد می‌کند. اکنون با ایجاد هر نمونه از کلاس کارخانه، یک شی‌ یا یک موجودیت جدید ایجاد می‌گردد که در درون خود شامل تمامی اشیای این کلاس‌ها می‌باشد. شی حاصل از کلاس کارخانه در این مثال، یک خودرو است.
-
-به هر شی کلاس، یک نمونه از آن کلاس گفته می‌شود و هر زمان که یک شی از کلاسی ایجاد می‌گردد در واقع یک نمونه از آن ساخته می‌شود. به این عمل در شی‌گرایی «**نمونه‌سازی**» (Instantiation) گفته می‌شود. بر همین اساس دو نوع کلاس در شی‌گرایی وجود دارد: ۱- کلاس‌های عادی که توانایی نمونه‌سازی دارند و به آن‌ها **”Concrete Class“** گفته می‌شود ۲- کلاس‌هایی که توانایی نمونه‌سازی ندارند و به آن‌ها **”Abstract Class“** گفته می‌شود.
-
-یکی از مفاهیم دیگر در برنامه‌نویسی شی‌گرا، «**کپسوله‌سازی**» (Encapsulation) است. کپسوله‌سازی به معنی قرار دادن عناصر یک ساختار در قالب موجودیتی جدید می‌باشد. در برنامه‌نویسی شی‌گرا با ایجاد هر نمونه از کلاس، عناصر آن (صفات و رفتارها) در قالب یک موجودیت جدید به نام «شی» قرار می‌گیرد. کپسوله‌سازی در شی‌گرایی امکانی است برای پنهان‌سازی داده‌ها؛ در این شرایط اشیا بدون اینکه از درون یکدیگر و چگونگی کارکرد هم کوچکترین آگاهی داشته باشند به تعامل با یکدیگر می‌پردازند.
-
-
-گفتیم هر کلاس از تعدادی داده و عملیات درون خود نگهداری می‌کند و همچنین گفتیم هر کلاس رفتار و صفات اشیایی که قرار است از آن ایجاد شوند را تعریف می‌کند؛ اکنون با ارایه تعریفی کامل‌تر خواهیم گفت که: هر کلاس از دو بخش «اعضای داده» (Data Members) و «توابع عضو» (Member Functions) تشکیل شده است. اعضای داده در واقع همان متغیر‌های درون کلاس هستند که خصوصیات یا صفات شی را بیان می‌کنند و در شی‌گرایی با عنوان «**فیلد**» (Field) یا «**صفت**» (Attribute) از آن‌ها یاد می‌شود. توابع عضو نیز عملیات یا کارهایی هستند که یک شی از کلاس قادر به انجام آن‌ها می‌باشد؛ می‌توان توابع عضو را بیانگر رفتار اشیا کلاس دانست. در شی‌گرایی به این توابع «**متد**» (Method) گفته می‌شود. 
-
-پس از نمونه‌سازی، شی حاوی تمامی اعضای داده و توابع عضوی است که توسط کلاس مربوط به آن تعریف شده است و برای دسترسی به آن‌ها از الگو: «نام شی + نقطه + نام صفت یا متد()» استفاده می‌گردد. همانند::
-
-    car_object.color
-    car_object.drive()
-
-همانطور که در زمان پیاده‌سازی کلاس خواهید دید؛ با ایجاد هر نمونه از کلاس یک متد خاص در آن به صورت خودکار اجرا می‌گردد. این متد «**سازنده**» (Constructor) نام دارد و کار آن «**مقداردهی اولیه**» (Initialization) شی است. این کار موجب اطمینان از مقداردهی تمامی اعضای داده پیش از استفاده شی در برنامه می‌گردد. 
-
-
-برای مثال به کلاس خودرو برگردیم و برای آن صفات: رنگ بدنه، ظرفیت باک، بیشینه سرعت و متدهای: راندن، دریافت میزان سوخت، سوخت گیری، تنظیم سرعت، توقف را در نظر بگیریم. اکنون می‌توانیم با تنظیم صفات، نمونه‌ها یا اشیای مورد نظر خود را از این کلاس ایجاد نماییم. برای مثال: دو خودروی آبی با ظرفیت باک ۲۰ لیتر و بیشینه سرعت ۸۰ کیلومتر-ساعت یا یک خودروی صورتی با ظرفیت باک ۴۰ لیتر و بیشینه سرعت ۱۶۰ کیلومتر-ساعت که البته هر سه آن‌ها تمام متدهای کلاس را در خود دارند:
-
-.. image:: /_static/l05-car-class-sample.jpg
-    :align: center
-
-.. image:: /_static/l05-car-class-object-sample.jpg
-    :align: center
-
-تا به اینجا با مفاهیم «کلاس»، «صفت»، «متد»، «شی»، «نمونه‌سازی» و «کپسوله‌سازی» آشنا شده‌ایم؛ در ادامه به توضیح سه مفهوم مهم دیگر از برنامه‌نویسی شی‌گرا که عبارتند از: «**وراثت**» (Inheritance)، «**چندریختی**» (Polymorphism) و «**انتزاع**» یا «**تجرید**» (Abstraction) خواهیم پرداخت.
-
-.. rubric:: وراثت:
-
-وراثت یکی از شکل‌های «قابلیت استفاده مجدد» کد بوده که برنامه‌نویس را قادر می‌سازد تا با ارث‌بری صفات و متدهای یک یا چند کلاس موجود، کلاس‌های جدیدی را ایجاد نماید. 
-
-
-برای نمونه فرض کنیم صاحب کلاس کارخانه خودروسازی مثال پیش، قصد تولید یک مدل خودرو جدید با رویکرد باربری دارد؛ بنابراین می‌بایست کلاسی جدید برای تولید آن تهیه نماید. ولی کلاس جدید علاوه‌بر صفات (ظرفیت بارگیری و..) و متدهای (انجام بارگیری، تخلیه بار و...) خاص خودش به صفات (رنگ بدنه، ظرفیت باک و...) و متدهای (راندن، سوخت گیری، توقف و...) مشابه در کلاس قبل هم نیاز دارد؛ در این حالت نیازی به تعریف مجدد آن‌ها نیست و می‌توان صفات و متدهای کلاس پیش را در کلاس جدید به ارث برد. 
-
-به کلاسی که از آن ارث‌بری می‌شود **”Parent Class“** یا **”Base Class“** (کلاس پایه) یا **”Superclass“** و به کلاسی که اقدام به ارث‌بری می‌کند **”Child Class“** (کلاس فرزند) یا **”Derived Class“** یا **”Subclass“** گفته می‌شود.
-
-ارث‌بری توسط «نسبت **هست-یک**» (IS-A Relationship) بیان می‌شود؛ این نسبت می‌گوید کلاس فرزند یک نوع از چیزی است که کلاس پایه هست. کلاس A از کلاس B ارث‌بری دارد؛ در این حالت می‌گوییم: A is a type of B، یعنی درست است اگر بگوییم: «سیب» یک نوع «میوه» است یا «خودرو» یک نوع «وسیله نقلیه» است ولی توجه داشته باشید که این یک ارتباط یک‌طرفه از کلاس فرزند به کلاس پایه است و نمی‌توانیم بگوییم: «میوه» یک نوع «سیب» است یا «وسیله نقلیه» یک نوع «خودرو» است. 
-
-کلاس‌ها می‌توانند مستقل باشند ولی هنگامی که وارد رابطه‌های وراثت می‌شوند، یک ساختار سلسله مراتب (Hierarchy) به شکل درخت را تشکیل می‌دهند. برای نمونه به ساختار سلسله مراتب وراثت پایین که مربوط به برخی اشکال هندسی است توجه نمایید، پیکان‌ها نشانگر نسبت is-a هستند.
-
-.. image:: /_static/l05-Inheritance-Hierarchy-Sample.png
-    :align: center
-
-در برنامه‌نویسی شی‌گرا نسبت دیگری نیز با عنوان «نسبت **دارد-یک**» (HAS-A Relationship) وجود دارد که بیانگر مفهومی به نام «**ترکیب**» (Composition) است که شکل دیگری از قابلیت استفاده مجدد کد می‌باشد ولی مفهومی متفاوت با وراثت دارد. این نسبت زمانی بیان می‌شود که درون یک کلاس (مانند: C) از کلاس دیگری (مانند: D) نمونه‌سازی شده باشد؛ یعنی شی کلاس C درون خودش شی‌ای از کلاس D را داشته باشد؛ در این حالت می‌گوییم: C has a D. به یاد دارید خواندیم کلاس خودرو از کلاس‌های کوچکتری ساخته شده است؛ مثلا کلاس موتور - یعنی درون این کلاس یک شی از کلاس موتور ایجاد شده است، اکنون می‌توانیم بگوییم: «خودرو» یک «موتور» دارد.
-
-.. image:: /_static/l05-has-a-Sample.png
-    :align: center
-
-.. rubric:: چندریختی:
-
-مفهوم چندریختی بیانگر توانایی کلاس فرزند در تعریف متدهایی است که در کلاس پایه موجود می‌باشند. برای نمونه دو کلاس «ماهی» و «گربه» را که هر دو آن‌ها از کلاسی به نام «حیوانات» ارث‌بری دارند را در نظر بگیرید؛ در کلاس حیوانات متدی با عنوان «غذا خوردن» که عملی مشترک در میان تمام حیوانات است وجود دارد ولی از آنجا که چگونگی انجام آن در ماهی و گربه متفاوت است، بنابراین هر دو این کلاس‌ها نیاز دارند تا متد «غذا خوردن» مخصوص خود را داشته باشند - در این جاست که این متد در کلاس‌های فرزند بازتعریف می‌شود، به این عمل **”Method Overriding“** گفته می‌شود. با Override کردن یک متد، متد کلاس پایه زیر سایه متد مشابه در کلاس فرزند قرار می‌گیرد و از نظر اشیا کلاس فرزند پنهان می‌شود.
-
-.. rubric:: تجرید:
-
-تجرید در برنامه‌نویسی شی‌گرا به همراه مفهوم چندریختی می‌آید و توسط دو مفهوم «**کلاس‌های مجرد**» (Abstract Classes) و «**متدهای مجرد**» (Abstract Methods) ارایه می‌گردد. 
-
-«کلاس مجرد» کلاسی است که شامل یک یا چند «متد مجرد» باشد و «متد مجرد» متدی است که اعلان (Declare) شده ولی بدنه آن ‌تعریف (Define) نشده است. کلاس‌های مجرد قابلیت نمونه‌سازی ندارند و نمی‌توان از آن‌ها شی ایجاد نمود؛ چرا که هدف از توسعه آن‌ها قرار گرفتن در بالاترین سطح (یا چند سطح بالایی) درخت وراثت، به عنوان کلاس پایه برای ارث‌بری کلاس‌های پایین‌تر می‌باشد. ایده طراحی کلاس مجرد در تعیین یک نقشه توسعه برای کلاس‌های فرزند آن است؛ تعیین صفات و متدهای لازم ولی واگذاردن تعریف متدها بر عهده کلاس‌های فرزند. 
-
-به عنوان نمونه سه کلاس «ماهی»، «گربه» و «کبوتر» را در نظر بگیرید. این کلاس‌ها جدا از رفتارهای خاص خود (مانند: «پرواز کردن» در کبوتر یا «شنا کردن» در ماهی)، در یک سری رفتار به مانند «نفس کشیدن»، «غذا خوردن» و... مشترک هستند. راه درستِ توسعه این کلاس‌ها تعیین یک «کلاس پایه» برای رفتارهای مشترک و ارث‌بری هر سه آن‌ها می‌باشد. ولی از آنجا که هر یک، این رفتارهای مشترک را به گونه‌ای دیگر انجام می‌دهد؛ راه درست‌تر آن است که یک «کلاس مجرد» به عنوان «کلاس پایه» آن‌ها در نظر بگیریم؛ در این حالت هر کدام از کلاس‌ها ضمن دانستن رفتارهای لازم می‌تواند آن‌‌ها را متناسب با خواست خود تعریف نماید.
-
-
-.. note:: 
-
-   آنچه در ادامه این درس آورده شده است، چکیده‌ای از پیاده‌سازی برنامه‌نویسی شی گرا در پایتون است. شی گرایی در زبان برنامه نویسی پایتون به صورت کامل از درس هفدهم به بعد شرح داده می‌شود.
-
-
-اشیا در پایتون
-----------------
-
-علاوه‌بر اینکه پایتون یک زبان برنامه‌نویسی شی‌گراست، ساختار آن نیز بر مبنای شی‌گرایی توسعه یافته است و اینطور بیان می‌شود که **هر چیزی در پایتون یک شی است**. اشیا، انتزاعِ پایتون برای ارایه «انواع داده‌» (Data Types) هستند. به بیان دیگر تمام داده‌های یک برنامه پایتونی یا به صورت مستقیم یک شی است یا از روابط بین اشیا ایجاد می‌گردد. برای نمونه: ``56``، ``"!Hello World"``، توابع و... حتی خود کلاس‌ها نیز توسط یک نوع شی ارایه می‌شوند. 
-
-هر شی در پایتون حاوی یک «**شناسه**» (identity)، یک «**نوع**» (type) و یک «**مقدار**» (value) است.
-
-* «شناسه» در زمان ایجاد شی به آن اختصاص می‌یابد و غیر قابل تغییر است. تابع ``()id`` شناسه شی را به صورت یک عدد صحیح برمی‌گرداند که این مقدار در CPython بیانگر نشانی (Address) شی در حافظه (Memory) است::
-
-
-    >>> id(5)
-    140468674877440
-    
-    >>> num = 0.25
-    >>> id(num)
-    140468676592120
-    
-    >>> msg = "Hello World!"
-    >>> id(msg)
-    140468675425264
-
-
-* هر شی در پایتون دارای یک «نوع» یا ”type“ است که عملیات قابل پشتیبانی و نیز مقادیر ممکن برای شی را تعریف می‌کند. نوع هر شی توسط تابع ``()type`` قابل مشاهده است و همانند شناسه غیر قابل تغییر می‌باشد::
-
-    >>> # python 3.x 
-    >>> type(127)
-    <class 'int'>
-    
-    >>> # python 2.x 
-    >>> type(127)
-    <type 'int'>
-
-  .. caution:: 
-      تمام اعداد صحیح (Integers) در پایتون یک شی از نوع ``int`` می‌باشند. [با انواع آماده (Built-in) شی در پایتون توسط دروس آینده آشنا خواهید شد.]
-
-
-* «مقدار» برخی اشیا در پایتون قابل تغییر است که به این دسته از اشیا **”mutable“** (تغییر پذیر) گفته می‌شود؛ ولی مقدار برخی دیگر قابل تغییر نمی‌باشد (مانند اعداد: شی ``127``) که به آن‌ها اشیا **”immutable“** (تغییر ناپذیر) می‌گویند.
-
-
-کلاس‌ها در پایتون
------------------
-
-از نسخه 2.2 طراحی کلاس‌ها در پایتون تغییر کرد [`New-style Classes <http://www.python.org/doc/newstyle/>`_] که البته ساختار قدیمی همچنان در نسخه 2x باقی مانده است. [مبنای آموزش در این کتاب طراحی جدید می‌باشد.]
-
-در ساختار جدید مفهوم ”type“ برابر مفهوم ”class“ طراحی شده است. در این ساختار هر کلاس خود یک شی از کلاسی به نام ”type“ می‌باشد و همچنین تمامی کلاس‌ها از کلاسی به نام ”object“ ارث‌بری دارند::
-
-
-    >>> # Python 3.x
-    >>> num = 3
-    
-    >>> num.__class__
-    <class 'int'>
-    
-    >>> type(num)
-    <class 'int'>
-    
-    >>> type(type(num))
-    <class 'type'>
-    
-    >>> type(num).__class__
-    <class 'type'>
-    
-    >>> type(num).__bases__
-    (<class 'object'>,)
-
-
-.. caution:: 
-    صفت ``__class__`` نام کلاس یک شی و صفت ``__bases__`` نام کلاس‌های پایه یک کلاس را نمایش می‌دهد.
-
-تعریف کلاس
-~~~~~~~~~~~
-در پایتون برای تعریف کلاس از کلمه کلیدی ``class`` استفاده می‌گردد؛ همانند الگو پایین::
-
-    class ClassName:
-        <statement-1>
-        .
-        .
-        .
-        <statement-N>
-
-کلمه کلیدی تعریف کلاس - ``class`` - یک دستور اجراپذیر (Executable Statement) است. یک کلاس پیش از اجرای دستور خود هیچ تاثیری در برنامه ندارد. این شرایط سبب می‌شود که حتی بتوان یک کلاس را در میان بدنه دستور شرط (``if``) یا درون بدنه یک تابع تعریف کرد. [در پشت صحنه]: با اجرای دستور تعریف کلاس، یک شی از نوع type در حافظه ایجاد می‌گردد و از نام کلاس برای اشاره به آن شی استفاده می‌شود.
-
-بعد از کلمه کلیدی ``class`` نام کلاس (به دلخواه کاربر) نوشته می‌شود. سطر نخست تعریف مانند تمام دستورات مرکب (Compound) که به صورت معمول در چند سطر نوشته می‌شوند و سرآیند دارند، به کاراکتر ``:`` ختم می‌شود. از سطر دوم با رعایت یکنواخت تورفتگی دستورات بدنه کلاس نوشته می‌شوند::
-
-    >>> # Python 3.x
-    
-    >>> class MyClassName:
-    ...     pass
-    ... 
-    >>> 
-    
-    >>> type(MyClassName)
-    <class 'type'>
-    
-    >>> MyClassName.__bases__
-    (<class 'object'>,)
-    >>> 
-
-.. caution::
-    در مواردی که هنوز نمی‌خواهیم دستورات مربوط به بدنه یک دستور به مانند کلاس را بنویسیم؛ می‌توانیم از دستور ``pass`` استفاده کنیم. با اجرای این دستور هیچ کاری انجام نمی‌شود. 
-
-::
-
-    >>> # Python 2.x
-    
-    >>> class MyClassName(object):
-    ...     pass
-    ... 
-    >>> 
-    
-    >>> type(MyClassName)
-    <type 'type'>
-    
-    >>> MyClassName.__bases__
-    (<type 'object'>,)
-    >>> 
-
-تمامی کلاس‌ها در پایتون 3x به صورت ضمنی از کلاس object ارث‌بری دارند و نیازی به درج آن توسط برنامه‌نویس نیست؛ ولی در نسخه 2x چنانچه قصد داشته‌ باشیم از طراحی جدید کلاس‌ها پیروی کنیم، می‌بایست به صورت صریح از این کلاس ارث‌بری نماییم.
-
-در بحث ارث‌بری نام کلاس(های) پایه مورد نظر درون پرانتز جلوی نام کلاس نوشته می‌شود. در صورت ارث‌بری از چند کلاس می‌بایست نام آن‌ها را توسط کاما (Comma) از یکدیگر جدا ساخت::
-
-    >>> # Python 3.x
-    
-    >>> class ChildClassName(BaseClassNameOne, BaseClassNameTwo):
-    ...     pass
-    ... 
-    >>> 
-    
-    >>> ChildClassName.__bases__
-    (<class '__main__.BaseClassNameOne'>, <class '__main__.BaseClassNameTwo'>)
-
-.. caution:: 
-    همانطور که می‌دانیم،‌ ``__main__`` اشاره به نام ماژول دارد.
-
-    با دقت در نمونه کد بالا متوجه می‌شوید که دیگر از کلاس object در میان کلاس‌های پایه خبری نیست. دلیل این اتفاق در این است که کلاس فرزند (ChildClassName) اکنون در یک سلسله مراتب وراثت قرار گرفته و کلاس‌های پایه او از این کلاس ارث‌بری دارند.
-
-::
-
-    >>> # Python 2.x
-
-    >>> class BaseClassNameOne(object):
-    ...     pass
-    ... 
-    >>> 
-
-    >>> class BaseClassNameTwo(object):
-    ...     pass
-    ... 
-    >>> 
-
-    >>> class ChildClassName(BaseClassNameOne, BaseClassNameTwo):
-    ...     pass
-    ... 
-    >>> 
-
-    >>> ChildClassName.__bases__
-    (<class '__main__.BaseClassNameOne'>, <class '__main__.BaseClassNameTwo'>)
-
-
-برای دریافت نام تمام کلاس‌های پایه موجود در سلسله مراتب وراثت یک کلاس مشخص می‌توانیم از تابع ``()getmro`` درون ماژول ``inspect`` استفاده نماییم [`اسناد پایتون <https://docs.python.org/2/library/inspect.html#inspect.getmro>`__]؛ همانند پایین::
-
-    >>> # Python 3.x
-
-    >>> import inspect
-    >>> inspect.getmro(ChildClassName)
-    (<class '__main__.ChildClassName'>, <class '__main__.BaseClassNameOne'>, <class '__main__.BaseClassNameTwo'>, <class 'object'>)
-
-::
-
-    >>> # Python 2.x
-
-    >>> import inspect
-    >>> inspect.getmro(ChildClassName)
-    (<class '__main__.ChildClassName'>, <class '__main__.BaseClassNameOne'>, <class '__main__.BaseClassNameTwo'>, <type 'object'>)
-
-.. caution:: 
-    خروجی تابع ``()getmro`` مرتب شده است؛ به این صورت که در یک سلسله مراتب از خود کلاس مورد نظر شروع می‌شود و به کلاس object پایان می‌یابد. کلاس‌های پایه هم سطح نیز بر اساس ترتیب نوشتن آن‌ها در کلاس فرزند مرتب می‌شوند.
-
-
-
-.. note:: 
-
-   آنچه در این درس آورده شده است، چکیده‌ای از پیاده‌سازی برنامه‌نویسی شی گرا در پایتون است. شی گرایی در زبان برنامه نویسی پایتون به صورت کامل از درس هفدهم به بعد شرح داده می‌شود.
-
-
-|
-
-----
-
-:emoji-size:`😊` امیدوارم مفید بوده باشه
-
-`لطفا دیدگاه و سوال‌های مرتبط با این درس خود را در کدرز مطرح نمایید. <http://coderz.ir/python-tutorial-concept-object-oriented/>`_
-
-

From f83b559229b8c8fbc42755686db08e0843ca0670 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Sun, 2 Apr 2023 16:47:14 +0330
Subject: [PATCH 24/79] editd l06 - part1

---
 source/index.rst                              |   2 +-
 .../{l06.rst => l06-python-syntax.rst}        | 178 +++++++++---------
 2 files changed, 86 insertions(+), 94 deletions(-)
 rename source/lessons/{l06.rst => l06-python-syntax.rst} (82%)

diff --git a/source/index.rst b/source/index.rst
index 68ddca4..efbe55f 100644
--- a/source/index.rst
+++ b/source/index.rst
@@ -33,7 +33,7 @@
    lessons/l03-create-and-run-a-python-project
    lessons/l04-python-interactive-mode
    lessons/l05-object-oriented-programming
-   lessons/l06
+   lessons/l06-python-syntax
    lessons/l07
    lessons/l08
    lessons/l09
diff --git a/source/lessons/l06.rst b/source/lessons/l06-python-syntax.rst
similarity index 82%
rename from source/lessons/l06.rst
rename to source/lessons/l06-python-syntax.rst
index d49e6ae..a32b8ee 100644
--- a/source/lessons/l06.rst
+++ b/source/lessons/l06-python-syntax.rst
@@ -1,11 +1,13 @@
 .. role:: emoji-size
 
 .. meta::
-   :description: کتاب آموزش زبان برنامه نویسی پایتون به فارسی، آموزش سینتکس (Syntax) در پایتون، آموزش دستور نحو در زبان برنامه نویسی پایتون
-   :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, سینتکس, سطر, متغیر, شناسه, ثابت, عملگرها, دستور, کامنت, توضیح, داک استرینگ, مستند سازی, دستور زبان
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس ششم: سینتکس زبان پایتون
+   :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, سینتکس, سطر, متغیر, شناسه, ثابت, عملگرها, دستور, کامنت, توضیح, داک string, مستند سازی, دستور زبان
 
 
-درس ۰۶: سینتکس یا دستور نحو زبان پایتون
+.. _lesson-06: 
+
+درس ۰۶: سینتکس زبان پایتون
 ==========================================
 
 
@@ -16,9 +18,9 @@
 
     Photo by `Tim J <https://unsplash.com/photos/gM6k0JmHIBE>`__
   
-در این درس به معرفی اجزای پایه در برنامه‌نویسی پایتون پرداخته شده و اینکه چه هستند، چه گرامری دارند، چه کاری انجام می‌دهند یا... مورد بررسی قرار گرفته است. همچنین در موارد بسیاری نکته‌هایی از شیوه استاندارد پایتون‌نویسی که توسط سند `PEP 8 <http://www.python.org/dev/peps/pep-0008>`__ به برنامه‌نویسان پایتون پیشنهاد می‌شود نیز آورده شده است؛ رعایت این اصول به یکدستی کدهای جامعه پایتون کمک می‌کند.
+در این درس به معرفی اجزای پایه در زبان برنامه‌نویسی پایتون پرداخته شده و اینکه چه هستند، چه گرامری دارند، چه کاری انجام می‌دهند یا... مورد بررسی قرار گرفته است. همچنین در موارد بسیاری نکته‌هایی از شیوه استاندارد پایتون‌نویسی که توسط سند `PEP 8 <http://www.python.org/dev/peps/pep-0008>`__ به برنامه‌نویسان پایتون پیشنهاد می‌شود نیز آورده شده است؛ رعایت این اصول به یکدستی کدهای جامعه پایتون کمک می‌کند.
 
-سینتکس (`Syntax <http://en.wikipedia.org/wiki/Syntax_(programming_languages)>`_ یا دستور نحو) مجموعه‌ای از قواعد است که چگونگی برنامه‌نویسی به یک زبان مشخص را تعریف می‌کند؛ برای نمونه اینکه یک متن چطور نوشته شود که توسط مفسر پایتون به عنوان توضیح در نظر گرفته شود یا یک شی رشته، به رعایت سینتکس تعریف شده در پایتون بستگی دارد و چنانچه مفسر نتواند متن را با هیچ قاعده‌ تعریف شده‌ای مطابقت دهد یک استثنا گزارش خواهد شد. سینتکس پایتون تنها محدود به این درس نیست و موارد بسیار دیگری به مانند چگونگی تعریف اشیا گوناگون را در طی درس‌های آتی مشاهده خواهید کرد.
+سینتکس (`Syntax <http://en.wikipedia.org/wiki/Syntax_(programming_languages)>`_) مجموعه‌ای از قواعد است که چگونگی برنامه‌نویسی به یک زبان مشخص را تعریف می‌کند؛ برای نمونه اینکه یک متن چطور نوشته شود که توسط مفسر پایتون به عنوان توضیح در نظر گرفته شود یا یک شی رشته، به رعایت سینتکس تعریف شده در پایتون بستگی دارد و چنانچه مفسر نتواند متن را با هیچ قاعده‌ تعریف شده‌ای مطابقت دهد یک استثنا گزارش خواهد شد. سینتکس پایتون تنها محدود به این درس نیست و موارد بسیار دیگری به مانند چگونگی تعریف اشیا گوناگون را در طی درس‌های آتی مشاهده خواهید کرد.
 
 
 :emoji-size:`✔` سطح: مقدماتی
@@ -31,26 +33,28 @@
 ----
 
 
+.. _python-lines: 
+
 
 سطرها
 ------
 
-مفسر پایتون و همچنین کاربر، کدهای درون هر ماژول را در قالب تعدادی سطر می‌بینند؛ سطرهای **فیزیکی** (Physical Lines) و **منطقی** (Logical Lines). سطرهای فیزیکی در واقع همان سطرهایی است که توسط ویرایشگرهای متن شماره‌گذاری می‌شوند و به راحتی توسط کاربر قابل تشخیص هستند ولی سطرهای منطقی برداشت مفسر از اجزای برنامه است؛ هر سطر منطقی بیانگر یک دستور (Statement) پایتون است. برای نمونه دستور ``print`` در نسخه 2x پایتون را در نظر بگیرید:
+مفسر پایتون و همچنین کاربر، کدهای درون هر ماژول را در قالب تعدادی سطر می‌بینند؛ سطرهای **فیزیکی** (Physical Lines) و **منطقی** (Logical Lines). سطرهای فیزیکی در واقع همان سطرهایی است که توسط ویرایشگرهای متن شماره‌گذاری می‌شوند و به راحتی توسط کاربر قابل تشخیص هستند ولی سطرهای منطقی برداشت مفسر از اجزای برنامه است؛ هر سطر منطقی بیانگر یک دستور (Statement) پایتون است. برای نمونه دستور انتساب (Assign):
 
 .. code-block:: python
     :linenos:
 
-    msg = "Welcome!"
-    print msg
+    msg = "Hello World!"
+    print(msg)
 
-در نمونه کد بالا: سطر یکم، یک دستور انتساب (Assign) را نشان می‌دهد؛ این دستور مقدار سمت راست خودش را به متغیر ``msg`` نسبت می‌دهد. کم و بیش با دستور سطر دوم نیز آشنا هستید این دستور مقدار مربوط به متغیر دریافتی را بر روی خروجی نمایش می‌دهد. در اینجا دو دستور یعنی دو سطر منطقی وجود دارد که هر یک در قالب یک سطر فیزیکی پیاده‌سازی شده است. 
+در نمونه کد بالا: سطر یکم، یک دستور انتساب (Assign) را نشان می‌دهد؛ این دستور مقدار سمت راست خودش را به متغیر ``msg`` نسبت می‌دهد. کم و بیش با دستور سطر دوم نیز آشنا هستید، این دستور با فراخواندن تابع ``print`` مقدار مربوط به متغیر دریافتی را بر روی خروجی نمایش می‌دهد. در اینجا دو دستور یعنی دو سطر منطقی وجود دارد که هر یک در قالب یک سطر فیزیکی پیاده‌سازی شده است. 
 
 هر چند که پیشنهاد می‌شود همیشه هر سطر فیزیکی تنها شامل یک سطر منطقی باشد ولی یک سطر فیزیکی را می‌توان شامل چند سطر منطقی نیز در نظر گرفت:
 
 .. code-block:: python
     :linenos:
 
-    msg = "Welcome!"; print msg
+    msg = "Hello World!"; print(msg)
 
 در این حالت می‌بایست سطرهای منطقی (یا همان دستور‌ها)، توسط کاراکتر ``;`` (Semicolon) از یکدیگر جدا گردند. 
 
@@ -61,7 +65,7 @@
 
     msg = "Python Programming \
     Language."  # This is a message.
-    print msg
+    print(msg)
 
 در نمونه کد بالا: دو سطر فیزیکی نخست از دید مفسر به شکل تنها یک سطر منطقی دیده می‌شود. در پایتون برای شکستن یک دستور در چند سطر فیزیکی از کاراکتر ``\`` (Backslash) استفاده می‌گردد. البته توجه داشته باشید که از ``\`` نمی‌توان برای شکستن سطر توضیح (Comment) استفاده کرد و همچنین نمی‌توان پس از آن هیچ توضیحی درج کرد.
 
@@ -90,10 +94,15 @@
 
     print power(2, 3)
 
+
+.. _python-documentation: 
+
 مستند‌سازی
 -----------
 هر چند اساس طراحی زبان پایتون بر خوانایی بالای کد است ولی «مستندسازی» (Documentation) برنامه یعنی استفاده از امکاناتی همچون ارایه توضیح در کدها می‌تواند به درک و خوانایی هر چه بهتر کدهای برنامه برای مراجعات آینده برنامه‌نویس و افراد دیگری که می‌خواهند بر روی توسعه آن فعال باشند یا از آن استفاده کنند نیز بسیار مفید خواهد بود. در این بخش به بررسی دو امکان درج **Comment** و **Docstring** برای مستند‌سازی برنامه می‌پردازیم.
 
+.. _python-comment: 
+
 توضیح
 ~~~~~~~
 یک «**توضیح**» (Comment) در زبان پایتون توسط کاراکتر ``#`` آغاز می‌شود و با پایان سطر فیزیکی هم پایان می‌پذیرد. توضیح‌ها نیز مانند سطرهای خالی توسط مفسر نادیده گرفته شده و به بایت‌کد ترجمه نمی‌شوند. 
@@ -108,20 +117,22 @@
 .. code-block:: python
     :linenos:
 
-    # A comment, this is so you can read your program later.
-    # Anything after the # is ignored by python.
+    # This is a comment, it helps you to understand the code later on.
+    # Anything that comes after the # symbol is ignored by Python.
+
+    print("I could have code like this.")   # This comment explains that the following comment will be ignored.
 
-    print "I could have code like this."   # and the comment after is ignored
+    # You can also use a comment to temporarily "disable" or comment out a piece of code:
+    # print ("This won't run.")
 
-    # You can also use a comment to "disable" or comment out a piece of code:
-    # print "This won't run."
+    print("This will run.")
 
-    print "This will run."
+.. _python-docstring: 
 
 Docstring
 ~~~~~~~~~~
 
-در کنار «توضیح»؛ **”Docstring“** نیز امکان دیگری در پایتون برای ارایه توضیح بیشتر درباره کدهای برنامه است. متن Docstring توسط سه علامت نقل قول (``"""`` یا ``'''``) شروع و پایان می‌یابد [`PEP 257 <http://www.python.org/dev/peps/pep-0257/>`_] و معمولا از آن به عنوان نخستین دستور در ماژول، کلاس، تابع و متد استفاده می‌شود که در این شرایط Docstring توسط مفسر نادیده گرفته **نمی‌شود** و در زمان اجرا نیز با استفاده از صفت ``__doc__`` قابل دستیابی است:
+در کنار «توضیح»؛ **”Docstring“** نیز امکان دیگری در پایتون برای ارایه توضیح بیشتر درباره کدهای برنامه است. متن Docstring توسط سه علامت نقل قول (``"""`` یا ``'''``) شروع و پایان می‌یابد [`PEP 257 <http://www.python.org/dev/peps/pep-0257/>`_] و معمولا از آن به عنوان نخستین دستور در ماژول، کلاس، تابع و متد استفاده می‌شود.  Docstring توسط مفسر نادیده گرفته **نمی‌شود** و در زمان اجرا نیز با استفاده از صفت ``__doc__`` قابل دستیابی است:
 
 .. code-block:: python
     :linenos:
@@ -153,10 +164,9 @@ Docstring
 
 مخاطب متن «توضیح‌» موجود در کد، کاربرانی می‌باشند که آن کد را توسعه می‌دهند در حالی که مخاطب اصلی Docstring‌ها کاربرانی است که از کد مربوط به آن استفاده می‌کنند بنابراین Docstring باید به توضیح چگونگی استفاده از کد (به صورت خاص: ماژول، تابع، کلاس و متد) بپردازد.
 
-Docstring باید به عنوان دستور نخست درج گردد و این نکته برای یک ماژول در صورت وجود سطرهای اجرای مفسر و تعیین کد‌گذاری به صورت پایین در نظر گرفته می‌شود::
+Docstring باید به عنوان دستور نخست درج گردد و این نکته برای یک ماژول در صورت وجود سطر اجرای مفسر به صورت پایین در نظر گرفته می‌شود::
 
     #!/usr/bin/env python
-    #-*- coding: utf-8 -*-
 
     """
     Module docstring.
@@ -170,12 +180,13 @@ Docstring باید به عنوان دستور نخست درج گردد و این
 .. tip::
     Docstring‌ها در هر جای دیگری از کدهای برنامه نیز به عنوان جایگزینی برای توضیح‌های چند سطری قابل استفاده هستند که در این حالت مفسر آن‌ها نادیده گرفته و دیگر قابل دستیابی نیستند.
 
+.. _python-indentation: 
+
 تورفتگی
 --------
-**بلاک‌بندی** در زبان پایتون توسط «**تورفتگی**» (Indentation) سطرها مشخص می‌گردد؛ این عمل در زبان‌هایی مانند C توسط آکولاد ``{ }`` انجام می‌شود. تورفتگی در واقع عبارت است از میزان فضای خالی (Spaceها و Tabها) هر دستور از ابتدای سطر فیزیکی خود. نکته مهم این است که تمام دستورهای موجود در یک بلاک می‌بایست به یک میزان فاصله نسبت به سرآیند خود تورفتگی داشته باشند:
+**بلاک‌بندی** در زبان پایتون توسط «**تورفتگی**» (Indentation) سطرها مشخص می‌گردد؛ این عمل در زبان‌هایی مانند C و Java توسط آکولاد ``{ }`` انجام می‌شود. تورفتگی در واقع عبارت است از میزان فضای خالی (Spaceها و Tabها) هر دستور از ابتدای سطر فیزیکی خود. نکته مهم این است که تمام دستورهای موجود در یک بلاک می‌بایست به یک میزان فاصله نسبت به سرآیند خود تورفتگی داشته باشند:
 
 .. code-block:: c
-    :linenos:
 
     // C
 
@@ -186,7 +197,6 @@ Docstring باید به عنوان دستور نخست درج گردد و این
 
 
 .. code-block:: python
-    :linenos:
 
     # Python
 
@@ -202,7 +212,7 @@ Docstring باید به عنوان دستور نخست درج گردد و این
 .. tip::
     [`PEP 8 <http://www.python.org/dev/peps/pep-0008>`__]: در ایجاد تورفتگی استفاده از کلید Space نسبت به کلید Tab ترجیح داده می‌شود - برای هر مرتبه تورفتگی از چهار کلید Space استفاده نمایید.
 
-روش رایج ایجاد تورفتگی استفاده از کلید Space است و سعی کنید هرگز به صورت ترکیبی از کلیدهای Sapce و Tab استفاده نکنید هر چند که در نسخه 3x پایتون امکان استفاده ترکیبی از این دو کلید وجود ندارد! اگر مایل به استفاده از کلید Tab هستید باید به صورت یکدست تمام تورفتگی‌های برنامه خود را فقط با استفاده از آن ایجاد نمایید.
+روش رایج ایجاد تورفتگی استفاده از کلید Space است و سعی کنید هرگز به صورت ترکیبی از کلیدهای Sapce و Tab استفاده نکنید چرا که از نسخه 3 پایتون امکان استفاده ترکیبی از این دو کلید وجود ندارد! اگر مایل به استفاده از کلید Tab هستید باید به صورت یکدست تمام تورفتگی‌های برنامه خود را فقط با استفاده از آن ایجاد نمایید.
 
 اجباری به تورفتگی آن بخشی از دستورها که به سطرهای فیزیکی دیگر شکسته شده‌اند وجود ندارد اما بهتر است برای خوانایی بالاتر، این بخش‌ها را با کمی تورفتگی بیشتر نسبت به دستور‌های بدنه بلاک جاری نوشته شوند:
 
@@ -224,15 +234,16 @@ Docstring باید به عنوان دستور نخست درج گردد و این
                              var_three, var_four)
 
 
+.. _python-statement: 
 
 دستور
 -------
 
 «**دستور**» (Statement) واحدی از کد است که شامل کلمه‌های کلیدی بوده، اجرا می‌گردد و کاری را به انجام می‌رساند. در پایتون دو نوع دستور وجود دارد: 
 
-دستورهای ساده (`Simple Statements <http://docs.python.org/2/reference/simple_stmts.html>`_): دستورهایی هستند که تنها در یک سطر منطقی پیاده‌سازی می‌شوند. مانند دستور ``import``، دستور ``pass``، دستور انتساب، فراخوانی تابع و...
+دستورهای ساده (`Simple Statements <http://docs.python.org/3/reference/simple_stmts.html>`_): دستورهایی هستند که تنها در یک سطر منطقی پیاده‌سازی می‌شوند. مانند دستور ``import``، دستور انتساب، فراخوانی تابع و...
 
-دستورهای مرکب (`Compound Statements <http://docs.python.org/2/reference/compound_stmts.html>`_): گروهی از دستورها هستند که می‌توانند یک بخشی (مانند: دستور ``def`` - تعریف تابع) یا چند بخشی (مانند: دستور شرط  ``if`` / ``elif`` / ``else``) باشند؛ هر بخش (Clause) نیز شامل یک سرآیند (Header) و یک بدنه (Suite) است. هر سرآیند با یک کلمه کلیدی آغاز می‌شود و با یک ``:`` (Colon) نیز پایان می‌پذیرد. بدنه پس از سرآیند و با رعایت سطح تورفتگی بیشتر نسبت به آن نوشته می‌شود:
+دستورهای مرکب (`Compound Statements <http://docs.python.org/3/reference/compound_stmts.html>`_): گروهی از دستورها هستند که می‌توانند یک بخشی (مانند: دستور ``def`` - تعریف تابع) یا چند بخشی (مانند: دستور شرط  ``if`` / ``elif`` / ``else``) باشند؛ هر بخش (Clause) نیز شامل یک سرآیند (Header) و یک بدنه (Suite) است. هر سرآیند با یک کلمه کلیدی آغاز می‌شود و با یک ``:`` (Colon) نیز پایان می‌پذیرد. بدنه پس از سرآیند و با رعایت سطح تورفتگی بیشتر نسبت به آن نوشته می‌شود:
 
 .. code-block:: python
     :linenos:
@@ -250,6 +261,8 @@ Docstring باید به عنوان دستور نخست درج گردد و این
                 return mid
         return False
 
+.. _python-identifier: 
+
 شناسه
 -------
 «**شناسه**» (**Identifier**) نامی است نمادین که به دلخواه کاربر تعیین و از آن برای شناسایی (identify) متغیر‌ها، توابع، کلاس‌ها، ماژول‌ها یا دیگر اشیا پایتون از یکدیگر استفاده می‌شود. انتخاب شناسه در پایتون نکاتی دارد که می‌بایست از سوی کاربر در نظر گرفته شود:
@@ -258,7 +271,7 @@ Docstring باید به عنوان دستور نخست درج گردد و این
 * در ادامه می‌تواند هیچ یا چند حرف الفبا انگلیسی (کوچک و بزرگ)، کاراکتر ``_`` و عدد (``9..0``) - با هر ترتیبی - آورده شود.
 * هیچ محدودیتی در طول شناسه وجود ندارد و می‌تواند از یک تا هر تعداد کاراکتر باشد.
 
-با یک نگاه حرفه‌ای‌تر، ساختار لغوی (Lexical) شناسه به شکل پایین بیان می‌شود [`اسناد پایتون <http://docs.python.org/2/reference/lexical_analysis.html#identifiers>`__]:
+با یک نگاه حرفه‌ای‌تر، ساختار لغوی (Lexical) شناسه به شکل پایین بیان می‌شود [`اسناد پایتون <http://docs.python.org/3/reference/lexical_analysis.html#identifiers>`__]:
 
 ::
 
@@ -271,7 +284,8 @@ Docstring باید به عنوان دستور نخست درج گردد و این
         digit       ::=	"0"..."9"
 
 .. caution:: 
-    در تعاریف `regex <http://en.wikipedia.org/wiki/Regular_expression>`_: از پرانتز ``( )`` برای گروه‌بندی استفاده می‌شود. نماد ``|`` به معنی **یا** می‌باشد و از آن برای جدا‌سازی دو عبارت متفاوت استفاده می‌شود. نماد ``*`` به معنی صفر بار تکرار یا بیشتر می‌باشد. [درسی جداگانه به regex اختصاص خواهد یافت]
+    در تعاریف `regex <http://en.wikipedia.org/wiki/Regular_expression>`_: از پرانتز ``( )`` برای گروه‌بندی استفاده می‌شود. نماد ``|`` به معنی **یا** می‌باشد و از آن برای جدا‌سازی دو عبارت متفاوت استفاده می‌شود. نماد ``*`` به معنی صفر بار تکرار یا بیشتر می‌باشد. [دروس پانزدهم و شانزدهم به بررسی Regular Expression اختصاص یافته است.]
+
 .. tip:: 
   * استفاده از کاراکترهای خاص به مانند ``.``، ``!``، ``@``، ``#``، ``$``، ``%`` و... مجاز نمی‌باشد.
   * استفاده از «فاصله» (Space) مجاز نمی‌باشد.
@@ -309,10 +323,11 @@ Docstring باید به عنوان دستور نخست درج گردد و این
 
     * نام انتخابی برای یک تابع و متد‌ نیز باید تنها شامل حروف کوچک باشد و برای جداسازی کلمه‌ها از ``_`` استفاده شود. مانند: bubble_sort ،binary_search و... البته می‌توان از شیوه camelCase (همانند PascalCase با این تفاوت که حرف نخست کلمه یکم هم می‌بایست حرف کوچک باشد) نیز استفاده نماییم. مانند: bubbleSort ،binarySearch و...
 
-    * نام‌ متغیرها تنها باید شامل حروف کوچک باشد که کلمه‌های آن توسط ``_`` از یکدیگر جدا شده‌اند. مانند: body_color ،color و...
+    * نام‌ متغیرها تنها شامل حروف کوچک باشد که کلمه‌های آن توسط ``_`` از یکدیگر جدا شده‌اند. مانند: body_color ،color و...
 
-برای شناسه‌های تک حرفی توجه داشته باشید که از انتخاب حروف l (اِل کوچک) و I (آی بزرگ) اجتناب کنید زیرا این دو حرف در برخی فونت‌ها شبیه هم هستند و البته همینطور حرف O (اُ بزرگ) که می‌تواند شبیه به صفر باشد. 
+برای شناسه‌های تک حرفی توجه داشته باشید که از انتخاب حروف l (اِل کوچک) و I (آی بزرگ) بهتر است اجتناب کنید زیرا این دو حرف در برخی فونت‌ها شبیه هم هستند و البته همینطور حرف O (اُ بزرگ) که می‌تواند شبیه به صفر باشد. 
 
+.. _python-keywords: 
 
 کلمه‌های کلیدی
 ~~~~~~~~~~~~~~~
@@ -320,40 +335,20 @@ Docstring باید به عنوان دستور نخست درج گردد و این
 
 ::
 
-    >>> # Python 3.x
-
-    >>> help("keywords")
-    Here is a list of the Python keywords.  Enter any keyword to get more help.
-
-    False               def                 if                  raise
-    None                del                 import              return
-    True                elif                in                  try
-    and                 else                is                  while
-    as                  except              lambda              with
-    assert              finally             nonlocal            yield
-    break               for                 not                 
-    class               from                or                  
-    continue            global              pass  
-
-::
-
-    >>> # Python 2.x
-
     >>> help("keywords")
-    Here is a list of the Python keywords.  Enter any keyword to get more help.
-
-    and                 elif                if                  print
-    as                  else                import              raise
-    assert              except              in                  return
-    break               exec                is                  try
-    class               finally             lambda              while
-    continue            for                 not                 with
-    def                 from                or                  yield
-    del                 global              pass                
+    Here is a list of the Python keywords.  Enter any keyword to get more help.  
 
-در کتابخانه استاندارد پایتون ماژولی به نام ``keyword`` وجود دارد [`اسناد پایتون <http://docs.python.org/2/library/keyword.html>`__]::
+      False               class               from                or
+      None                continue            global              pass
+      True                def                 if                  raise
+      and                 del                 import              return
+      as                  elif                in                  try
+      assert              else                is                  while
+      async               except              lambda              with
+      await               finally             nonlocal            yield
+      break               for                 not          
 
-    >>> # Python 3.x
+در کتابخانه استاندارد پایتون ماژولی به نام ``keyword`` وجود دارد [`اسناد پایتون <http://docs.python.org/3/library/keyword.html>`__]::
 
     >>> import keyword
 
@@ -371,30 +366,23 @@ Docstring باید به عنوان دستور نخست درج گردد و این
 
 شاید کنجکاو باشید تعداد کلمه‌های کلیدی پایتون را بدانید؛ برای این منظور نیازی به شمارش دستی نیست!::
 
-    >>> # Python 3.x
     >>> import keyword
     >>> len(keyword.kwlist)
     33
 
-    >>> # Python 2.x
-    >>> import keyword
-    >>> len(keyword.kwlist)
-    31
-
 .. caution:: 
-    تابع ``()len`` تعداد اعضای یک شی را باز می‌گرداند [`اسناد پایتون <http://docs.python.org/2/library/functions.html#len>`__].
+    تابع ``()len`` تعداد اعضای یک شی را باز می‌گرداند [`اسناد پایتون <http://docs.python.org/3/library/functions.html#len>`__].
 
 
-.. rubric:: برخی نکات:
+.. tip:: 
 
-* در پایتون 3x: تنها کلمه‌های کلیدی ``True`` ،``False`` و ``None`` با حرف بزرگ آغاز می‌شوند.
-* در پایتون 2x: کلمه‌های کلیدی ``True`` ،``False`` و ``None`` تعریف نشده است.
-* در پایتون 3x: از آنجا که print به یک تابع تبدیل گشته، کلمه کلیدی ``print`` تعریف نشده است.
+    تنها کلمه‌های کلیدی ``True`` ،``False`` و ``None`` با حرف بزرگ آغاز می‌شوند.
 
 
 .. tip:: 
     [`PEP 8 <http://www.python.org/dev/peps/pep-0008>`_]: چنانچه می‌خواهید شناسه‌ای مشابه با یکی از کلمه‌های کلیدی انتخاب نمایید؛ می‌توانید این کار را با استفاده از یک ``_`` در انتهای کلمه مورد نظر به انجام برسانید. مانند: ``_def``
 
+.. _python-variable: 
 
 متغیر
 -------
@@ -409,7 +397,7 @@ Docstring باید به عنوان دستور نخست درج گردد و این
     int b = a;
 
 
-در نمونه کد بالا: دستور ``;int a = 1`` بیان می‌کند که محلی از حافظه به نام ``a`` برای نگهداری اعداد صحیح (integers) در نظر گرفته شود و مقدار ``1`` در آن قرار بگیرد؛ از این پس متغیر ``a`` معرف این نقطه از حافظه می‌باشد (درست به مانند یک جعبه) که اکنون حاوی مقدار ``1`` است (شکل پایین - یک). در ادامه دستور ``;a = 2`` موجب می‌شود مقدار پیشین  متغیر ``a`` حذف (از جعبه خارج) و مقدار جدید یعنی ``2`` در آن قرار داده شود (شکل پایین - دو). توجه داشته باشید که در این دسته زبان‌ها، نوع (type) توسط متغیر تعیین می‌گردد و تلاش برای قرار دادن نوع داده دیگری به غیر از ``int`` در متغیر ``a`` (به مانند ``3.7`` یا ``"string"``) موجب بروز خطا در زمان کامپایل می‌گردد. دستور سوم:‌ ``;int b = a`` در ابتدا موجب ایجاد یک محل جدید در حافظه با نام ``b`` و از نوع همان اعداد صحیح می‌شود و سپس مقدار درون متغیر ``a`` را درون آن کپی می‌کند؛ اکنون دو محل برای نگهداری نوع داده ``int`` در حافظه موجود است که هر دو حاوی مقدار ``2`` می‌باشند (شکل پایین - سه).
+در نمونه کد بالا: دستور ``;int a = 1`` بیان می‌کند که محلی از حافظه به نام ``a`` برای نگهداری اعداد صحیح (integers) در نظر گرفته شود و مقدار ``1`` در آن قرار بگیرد؛ از این پس متغیر ``a`` معرف این نقطه از حافظه می‌باشد (درست به مانند یک جعبه) که اکنون حاوی مقدار ``1`` است (شکل پایین - یک). در ادامه دستور ``;a = 2`` باعث می‌شود مقدار پیشین  متغیر ``a`` حذف (از جعبه خارج) و مقدار جدید یعنی ``2`` در آن قرار داده شود (شکل پایین - دو). توجه داشته باشید که در این دسته زبان‌ها، نوع (type) توسط متغیر تعیین می‌گردد و تلاش برای قرار دادن نوع داده دیگری به غیر از ``int`` در متغیر ``a`` (به مانند ``3.7`` یا ``"string"``) باعث بروز خطا در زمان کامپایل می‌گردد. دستور سوم:‌ ``;int b = a`` در ابتدا باعث ایجاد یک محل جدید در حافظه با نام ``b`` و از نوع همان اعداد صحیح می‌شود و سپس مقدار درون متغیر ``a`` را درون آن کپی می‌کند؛ اکنون دو محل برای نگهداری نوع داده ``int`` در حافظه موجود است که هر دو حاوی مقدار ``2`` می‌باشند (شکل پایین - سه).
 
 
 .. image:: /_static/l06-c-variable.png
@@ -429,21 +417,21 @@ Docstring باید به عنوان دستور نخست درج گردد و این
 
 1. یک شی از نوع اعداد صحیح و مقدار ``1`` را در جایی از حافظه ایجاد می‌کند. چرا اعداد صحیح؟ نوع توسط شی تعیین می‌گردد و ``1`` عددی است صحیح!.
 #. متغیرِ (یا همان نامِ) ``a`` را در جایی دیگر از حافظه ایجاد می‌کند (البته در صورتی که قبلا ایجاد نشده باشد). 
-#. یک پیوند از متغیر ``a`` به شی ``1`` برقرار می‌کند. به این پیوند «ارجاع» (Reference) گفته می‌شود که به صورت یک اشاره‌گر (Pointer) در حافظه پیاده‌سازی می‌گردد.
+#. یک پیوند از متغیر ``a`` به شی ``1`` برقرار می‌کند. به این پیوند «ارجاع» (Reference) گفته می‌شود .
 
 .. image:: /_static/l06-python-variable-01.png
     :align: center
 
-انتساب شی دیگری (که می‌تواند از هر نوع دیگری باشد) به یک متغیر موجود؛ موجب حذف ارجاع قبلی آن و ارجاع به شی جدید می‌شود. دستور ``a = 2`` موجب ایجاد شی ``2``، حذف ارجاع متغیر ``a`` به شی ``1`` و ایجاد ارجاعی جدید از متغیر ``a`` به شی ``2`` می‌شود. هر متغیر نامی است برای اشاره به یک شی؛ دستور ``b = a`` نیز می‌گوید: یک متغیر جدید با نام ``b`` ایجاد گردد و به همان شی‌ای ارجاع داشته باشد که متغیر ``a`` ارجاع دارد.
+انتساب شی دیگری (که می‌تواند از هر نوع دیگری باشد) به یک متغیر موجود؛ باعث حذف ارجاع قبلی آن و ارجاع به شی جدید می‌شود. دستور ``a = 2`` باعث ایجاد شی ``2``، حذف ارجاع متغیر ``a`` به شی ``1`` و ایجاد ارجاعی جدید از متغیر ``a`` به شی ``2`` می‌شود. هر متغیر نامی است برای اشاره به یک شی؛ دستور ``b = a`` نیز می‌گوید: یک متغیر جدید با نام ``b`` ایجاد گردد و به همان شی‌ای ارجاع داشته باشد که متغیر ``a`` ارجاع دارد.
 
 ولی اکنون که ارجاعی به شی ``1`` وجود ندارد، با آن چه می‌شود؟
 
-    هر شی شامل یک «**شمارنده ارجاع**» (Reference Counter) نیز هست؛ به این صورت که در هر لحظه تعداد ارجاع‌ها به آن شی را نشان می‌دهد و با هر ارجاع جدید به شی، یک واحد به آن اضافه می‌شود و با حذف هر ارجاع نیز یک واحد کاهش می‌یابد. چنانچه مقدار آن به صفر برسد، شی آن توسط تکنیک ”**Garbage Collection**“ پاک می‌گردد و مقدار حافظه‌ای که توسط شی مصرف شده بود آزاد می‌گردد. برای مشاهده تعداد ارجاع‌ها به یک شی می‌توان از تابع ``()getrefcount`` درون ماژول ``sys`` استفاده کرد [`اسناد پایتون <http://docs.python.org/2/library/sys.html#sys.getrefcount>`__].
+هر شی شامل یک «**شمارنده ارجاع**» (Reference Counter) نیز هست؛ به این صورت که در هر لحظه تعداد ارجاع‌ها به آن شی را نشان می‌دهد و با هر ارجاع جدید به شی، یک واحد به آن اضافه می‌شود و با حذف هر ارجاع نیز یک واحد کاهش می‌یابد. چنانچه مقدار آن به صفر برسد، شی آن توسط تکنیک ”**Garbage Collection**“ پاک می‌گردد و مقدار حافظه‌ای که توسط شی مصرف شده بود آزاد می‌گردد. برای مشاهده تعداد ارجاع‌ها به یک شی می‌توان از تابع ``()getrefcount`` درون ماژول ``sys`` استفاده کرد [`اسناد پایتون <http://docs.python.org/3/library/sys.html#sys.getrefcount>`__].
 
 
-    البته مفسر پایتون اعداد صحیح و رشته‌های کوچک را پس از اینکه مقدار شمارنده ارجاع‌ آن‌ها به صفر برسد از حافظه پاک نمی‌کند. هدف از این کار صرفه جویی در هزینه ایجاد این اشیا برای استفاده در آینده است. بنابراین در پاسخ به سوال بالا باید گفت که: شی ``1`` در حافظه باقی می‌ماند.
+البته مفسر پایتون اعداد صحیح و رشته‌های کوچک را پس از اینکه مقدار شمارنده ارجاع‌ آن‌ها به صفر برسد از حافظه پاک نمی‌کند. هدف از این کار صرفه جویی در هزینه ایجاد این اشیا برای استفاده در آینده است. بنابراین در پاسخ به سوال بالا باید گفت که: شی ``1`` در حافظه باقی می‌ماند.
 
-    ::
+::
 
         >>> import sys
         
@@ -462,11 +450,14 @@ Docstring باید به عنوان دستور نخست درج گردد و این
         97
 
 
-    در نمونه کد بالا همانطور که مشاهده می‌نمایید تعداد ارجاع‌ها به شی ``1`` و ``2`` خارج از حد انتظار است که نشان می‌دهد در پشت صحنه اجرای مفسر پایتون نیز ارجاع‌های دیگری به این اشیا وجود دارد.
+در نمونه کد بالا همانطور که مشاهده می‌نمایید تعداد ارجاع‌ها به شی ``1`` و ``2`` خارج از حد انتظار است که نشان می‌دهد در پشت صحنه اجرای مفسر پایتون نیز ارجاع‌های دیگری به این اشیا وجود دارد. به کاهش و افزایش تعداد ارجاع‌ها در مثال بالا توجه نمایید.
+
+
+.. _python-multiple-assignment: 
 
 انتساب چندگانه
 ~~~~~~~~~~~~~~~~
-امکان ایجاد همزمان چند متغیر یا انتساب‌های چندگانه در پایتون وجود دارد - می‌توان چند متغیر که همگی به یک شی ارجاع دارند را ایجاد کرد::
+امکان ایجاد همزمان چند متغیر یا انتساب‌های چندگانه در پایتون وجود دارد - بنابراین می‌توان چند متغیر که همگی به یک شی ارجاع دارند را تنها با یک دستور ایجاد کرد::
 
     >>> a = b = c = "python"
 
@@ -503,6 +494,8 @@ Docstring باید به عنوان دستور نخست درج گردد و این
     >>> b
     1
 
+.. _python-constant: 
+
 ثابت
 ~~~~~~
 
@@ -515,7 +508,7 @@ Docstring باید به عنوان دستور نخست درج گردد و این
 
 .. rubric:: در پایتون امکانی برای تعریف ثابت پیش‌بینی نشده است!. 
 
-علاوه بر امکان ایجاد ثابت‌ها برخی موارد دیگر هم هست که در پایتون نادیده گرفته شده است. در واقع فرض پایتون بر این است که کاربران او افراد باهوشی هستند که از پس مشکلات برمی‌آیند؛ در نتیجه می‌گوید: من به کاربرانم اعتماد دارم پس نیازی نیست که تمام کارها را من برای آن‌ها انجام دهم، یک برنامه‌نویس باید بتواند ریسک کند!.
+علاوه بر امکان ایجاد ثابت‌ها برخی موارد دیگر نیز در پایتون نادیده گرفته شده است. در واقع فرض پایتون بر این است که کاربران او افراد باهوشی هستند که از پس مشکلات برمی‌آیند؛ در نتیجه می‌گوید: من به کاربرانم اعتماد دارم پس نیازی نیست که تمام کارها را من برای آن‌ها انجام دهم، یک برنامه‌نویس باید بتواند ریسک کند!.
 
 ولی برای ایجاد ثابت می‌توانید متغیر‌های مورد نظر خود را در ماژولی جدا تعریف نمایید و در هر جایی که لازم بود با ``import`` آن به متغیرهای مورد نظر خود دسترسی یابید:
 
@@ -523,14 +516,14 @@ Docstring باید به عنوان دستور نخست درج گردد و این
     :linenos:
  
     # File: constant.py
-    # Path: /home/saeid/Documents/MyModule
+    # Path: /home/user/Documents/MyModule
 
     HOURS = 24
 
 .. code-block:: python
 
     >>> import sys
-    >>> sys.path.append('/home/saeid/Documents/MyModule')
+    >>> sys.path.append('/home/user/Documents/MyModule')
 
     >>> import constant
     >>> constant.HOURS
@@ -542,7 +535,7 @@ Docstring باید به عنوان دستور نخست درج گردد و این
     :linenos:
 
     # File: constant.py
-    # Path: /home/saeid/Documents/MyModule
+    # Path: /home/user/Documents/MyModule
 
     class _const:
 
@@ -559,7 +552,7 @@ Docstring باید به عنوان دستور نخست درج گردد و این
 .. code-block:: python
 
     >>> import sys
-    >>> sys.path.append('/home/saeid/Documents/MyModule')
+    >>> sys.path.append('/home/user/Documents/MyModule')
 
     >>> import constant
     >>> constant.HOURS = 24
@@ -568,24 +561,25 @@ Docstring باید به عنوان دستور نخست درج گردد و این
     >>> constant.HOURS = 23
     Traceback (most recent call last):
       File "<stdin>", line 1, in <module>
-      File "/home/saeid/Documents/MyModule/constant.py", line 10, in __setattr__
+      File "/home/user/Documents/MyModule/constant.py", line 10, in __setattr__
         raise self.ConstError("Can't rebind const(%s)" % name)
     constant.ConstError: Can't rebind const(HOURS)
     >>> constant.HOURS
     24
 
 
-درک کد کلاس ``const_`` نیاز مطالعه درس‌های کلاس و استثنا‌ها (Exceptions) دارد. ولی برای توضیحی کوتاه در این درس باید گفت که: 
+درک کد کلاس ``const_`` نیاز به مطالعه دروس مربوط به شی‌گرایی و استثنا‌ها را دارد (Exceptions) دارد. ولی برای توضیحی کوتاه در این درس باید گفت که: 
 
-    مفسر پایتون برای اینکه بداند کدام نام به کدام مقدار یا شی ارجاع دارد از ساختاری مشابه ``{... ,name : value}`` که به نوع دیکشنری (Dictionary) معروف است استفاده می‌کند؛ صفت‌های هر شی و مقدار‌ آن‌ها نیز توسط چنین ساختاری نگهداری می‌شود که برای مشاهده این دیکشنری که در واقع همان فهرستی از صفت‌‌‌های هر شی به همراه مقدار آن‌هاست می‌توانید از صفت ویژه ``__dict__`` استفاده نمایید. متد ``__setattr__`` [`اسناد پایتون <http://docs.python.org/2/reference/datamodel.html#object.__setattr__>`__] از متدهای ویژه است - این متدها امکانی هستند تا بتوانیم برای مواقعی خاص، رفتارهای مشخصی را تعریف نماییم - ``__setattr__`` هر زمان که به یکی از صفت‌های شی‌ای از کلاس مقداری نسبت داده شود به صورت خودکار فراخوانی می‌گردد و وظیفه آن ذخیره صفت‌ها و مقدار آن‌ها در این دیکشنری است. 
+    مفسر پایتون برای اینکه بداند کدام نام به کدام مقدار یا شی ارجاع دارد از ساختاری مشابه ``{... ,name : value}`` که به نوع دیکشنری (Dictionary) معروف است استفاده می‌کند؛ صفت‌های هر شی و مقدار‌ آن‌ها نیز توسط چنین ساختاری نگهداری می‌شود که برای مشاهده این دیکشنری که در واقع همان فهرستی از صفت‌‌‌های هر شی به همراه مقدار آن‌هاست می‌توانید از صفت ویژه ``__dict__`` استفاده نمایید. متد ``__setattr__`` [`اسناد پایتون <http://docs.python.org/3/reference/datamodel.html#object.__setattr__>`__] از متدهای ویژه است - این متدها امکانی هستند تا بتوانیم برای مواقعی خاص، رفتارهای مشخصی را تعریف نماییم - ``__setattr__`` هر زمان که به یکی از صفت‌های شی‌ای از کلاس مقداری نسبت داده شود به صورت خودکار فراخوانی می‌گردد و وظیفه آن ذخیره صفت‌ها و مقدار آن‌ها در این دیکشنری است. 
 
-    در اینجا رفتار متد ``__setattr__`` کمی تغییر داده شده است به این صورت که بررسی می‌شود (سطر 9) چنانچه پیش از این صفت مورد نظر وجود نداشته باشد (یعنی: پیش از این هیچ مقداری به آن انتساب داده نشده است که بخواهد در فهرست باشد؛ تعریف متغیر را به یاد بیاورید) همراه با مقدار به فهرست صفت‌های شی افزوده خواهد شد (سطر 11)؛ در غیر این صورت یک خطا گزارش می‌گردد که موجب توقف اجرای متد شده و در نتیجه از درج جدید در فهرست که موجب تغییر مقدار صفت مورد نظر می‌گردد جلوگیری خواهد شد (سطر 10).
+    در اینجا رفتار متد ``__setattr__`` کمی تغییر داده شده است به این صورت که بررسی می‌شود (سطر 9) چنانچه پیش از این صفت مورد نظر وجود نداشته باشد (یعنی: پیش از این هیچ مقداری به آن انتساب داده نشده است که بخواهد در فهرست باشد؛ تعریف متغیر را به یاد بیاورید) همراه با مقدار به فهرست صفت‌های شی افزوده خواهد شد (سطر 11)؛ در غیر این صورت یک خطا گزارش می‌گردد که باعث توقف اجرای متد شده و در نتیجه از درج جدید در فهرست که باعث تغییر مقدار صفت مورد نظر می‌گردد جلوگیری خواهد شد (سطر 10).
 
-    با ماژول‌ها هم در پایتون به صورت شی برخورد می‌شود، پس مفسر پایتون باید بداند کدام نام ماژول به کدام شی مربوط است؛ ``sys.modules`` یک دیکشنری حاوی تمام ماژول‌هایی است که در این لحظه از اجرای برنامه بارگذاری شده‌اند. ``[__sys.modules[__name`` به عضوی از این دیکشنری که نام آن ``__name__`` است اشاره دارد. می‌دانیم که ``__name__`` بیانگر نام ماژول جاری است؛ بنابراین عبارت ``[__sys.modules[__name`` معرف نامی است که به شی ماژول constant.py ارجاع دارد. دستور سطر 14 موجب می‌شود تا ارجاع این نام به ماژول حذف شود و در عوض به شی‌ای از کلاس ``const_`` نسبت داده شود که این عمل موجب حذف شی ماژول از حافظه می‌گردد (چون که دیگر ارجاعی به آن وجود ندارد). از طرفی می‌دانیم که با ``import`` هر ماژول، تمام محتویان آن اجرا می گردد؛ با ``import`` ماژول constant.py و پس از اجرای کدهای آن به ويژه سطر 14 همانطور که گفته شده ماژول مربوطه حذف می‌شود ولی کدهای آن هنوز در بایت‌کد باقی است. بنابراین پس از ``import`` می‌توان به آسانی از نام ماژول که اکنون ارجاع به شی‌ای از کلاس ``const_`` دارد برای ایجاد صفت‌ها که حکم ثابت‌های ما را دارند استفاده کرد. [تمام این مفاهیم در آینده به صورت کامل بررسی خواهد شد]
+    با ماژول‌ها هم در پایتون به صورت شی برخورد می‌شود، پس مفسر پایتون باید بداند کدام نام ماژول به کدام شی مربوط است؛ ``sys.modules`` یک دیکشنری حاوی تمام ماژول‌هایی است که در این لحظه از اجرای برنامه بارگذاری شده‌اند. ``[__sys.modules[__name`` به عضوی از این دیکشنری که نام آن ``__name__`` است اشاره دارد. می‌دانیم که ``__name__`` بیانگر نام ماژول جاری است؛ بنابراین عبارت ``[__sys.modules[__name`` معرف نامی است که به شی ماژول constant.py ارجاع دارد. دستور سطر 14 باعث می‌شود تا ارجاع این نام به ماژول حذف شود و در عوض به شی‌ای از کلاس ``const_`` نسبت داده شود که این عمل باعث حذف شی ماژول از حافظه می‌گردد (چون که دیگر ارجاعی به آن وجود ندارد). از طرفی می‌دانیم که با ``import`` هر ماژول، تمام محتویان آن اجرا می گردد؛ با ``import`` ماژول constant.py و پس از اجرای کدهای آن به ويژه سطر 14 همانطور که گفته شده ماژول مربوطه حذف می‌شود ولی کدهای آن هنوز در بایت‌کد باقی است. بنابراین پس از ``import`` می‌توان به آسانی از نام ماژول که اکنون ارجاع به شی‌ای از کلاس ``const_`` دارد برای ایجاد صفت‌ها که حکم ثابت‌های ما را دارند استفاده کرد. [تمام این مفاهیم در آینده به صورت کامل بررسی خواهد شد]
 
 .. tip:: 
     [`PEP 8 <http://www.python.org/dev/peps/pep-0008>`_]: برای نام‌گذاری ثابت‌ها (Constants) تنها از حروف بزرگ و برای جداسازی کلمه‌ها نیز از ``ـ`` استفاده شود. مانند: MAX_OVERFLOW ،TOTAL و...
 
+.. _python-operators: 
 
 عملگر‌ها
 --------
@@ -608,7 +602,7 @@ Docstring باید به عنوان دستور نخست درج گردد و این
     >>> 6.0 / 2                   >>> 6.0 / 2
     3.0                           3.0
 
-  همانطور که در نمونه کد بالا مشاهده می‌‌شود؛ در نسخه‌های 3x حاصل هر تقسیمی همواره به صورت عدد اعشاری محاسبه می‌گردد ولی در نسخه‌های 2x حاصل تقسیم دو عدد صحیح به همان صورت عدد صحیح محاسبه و از مقدار اعشار (در صورت وجود) صرف نظر می‌گردد. می‌توان به صورت پایین این ویژگی را به نسخه‌های 2x اضافه کرد [`اسناد پایتون <http://docs.python.org/2/library/__future__.html>`__]::
+  همانطور که در نمونه کد بالا مشاهده می‌‌شود؛ در نسخه‌های 3x حاصل هر تقسیمی همواره به صورت عدد اعشاری محاسبه می‌گردد ولی در نسخه‌های 2x حاصل تقسیم دو عدد صحیح به همان صورت عدد صحیح محاسبه و از مقدار اعشار (در صورت وجود) صرف نظر می‌گردد. می‌توان به صورت پایین این ویژگی را به نسخه‌های 2x اضافه کرد [`اسناد پایتون <http://docs.python.org/3/library/__future__.html>`__]::
 
 
       >>> # Python 2.x
@@ -910,6 +904,4 @@ Docstring باید به عنوان دستور نخست درج گردد و این
 
 :emoji-size:`😊` امیدوارم مفید بوده باشه
 
-`لطفا دیدگاه و سوال‌های مرتبط با این درس خود را در کدرز مطرح نمایید. <http://coderz.ir/python-tutorial-syntax/>`_
-
 

From 270b93cf9865a366fceea1ae24e907693f919e92 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Fri, 7 Apr 2023 17:42:15 +0330
Subject: [PATCH 25/79] edited l06

---
 source/_static/sitemap-index.xml              |  20 +--
 source/index.rst                              |   2 +-
 .../l05-object-oriented-programming.rst       |  40 ++++-
 source/lessons/l06-python-syntax.rst          | 153 ++++++++++--------
 source/log.rst                                |  19 ++-
 source/preface.rst                            |   4 +-
 6 files changed, 149 insertions(+), 89 deletions(-)

diff --git a/source/_static/sitemap-index.xml b/source/_static/sitemap-index.xml
index ae0e530..0e5e865 100644
--- a/source/_static/sitemap-index.xml
+++ b/source/_static/sitemap-index.xml
@@ -15,28 +15,28 @@
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.ir/lessons/l01.html</loc>
-  <lastmod>2021-03-17T17:10:25+00:00</lastmod>
+  <loc>https://python.coderz.ir/lessons/l01-introduction-to-python.html</loc>
+  <lastmod>2023-03-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.ir/lessons/l02.html</loc>
-  <lastmod>2021-03-17T17:10:25+00:00</lastmod>
+  <loc>https://python.coderz.ir/lessons/l02-setup-python.html</loc>
+  <lastmod>2023-03-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.ir/lessons/l03.html</loc>
-  <lastmod>2021-03-17T17:10:25+00:00</lastmod>
+  <loc>https://python.coderz.ir/lessons/l03-create-and-run-a-python-project.html</loc>
+  <lastmod>2023-03-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.ir/lessons/l04.html</loc>
-  <lastmod>2021-03-17T17:10:25+00:00</lastmod>
+  <loc>https://python.coderz.ir/lessons/l04-python-interactive-mode.html</loc>
+  <lastmod>2023-03-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.ir/lessons/l05.html</loc>
-  <lastmod>2021-03-17T17:10:25+00:00</lastmod>
+  <loc>https://python.coderz.ir/lessons/l05-object-oriented-programming.html</loc>
+  <lastmod>2023-03-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
diff --git a/source/index.rst b/source/index.rst
index efbe55f..fec8fa4 100644
--- a/source/index.rst
+++ b/source/index.rst
@@ -67,7 +67,7 @@
     :scale: 60 %
     :alt: بروز شده با نسخه 3.11
 
-**شروع:**  فروردین ۱۳۹۴ **و**  **آخرین بروزرسانی:** آذر ۱۴۰۰ [`گزارش توسعه <log.html>`__] - **بروز شده با نسخه ۳.۱۱ پایتون**
+**شروع:**  فروردین ۱۳۹۴ **و**  **آخرین بروزرسانی:** فروردین ۱۴۰۲ [`گزارش توسعه <log.html>`__] - **در حال بروزرسانی با نسخه ۳.۱۱ پایتون**
 
 
 
diff --git a/source/lessons/l05-object-oriented-programming.rst b/source/lessons/l05-object-oriented-programming.rst
index 0082b31..30b9cb5 100644
--- a/source/lessons/l05-object-oriented-programming.rst
+++ b/source/lessons/l05-object-oriented-programming.rst
@@ -51,7 +51,11 @@
 
 تا به اینجا با مفاهیم «کلاس»، «صفت»، «متد» و «شی» آشنا شده‌ایم؛ در ادامه به توضیح مفاهیم اصلی از برنامه‌نویسی شی‌گرا خواهیم پرداخت. 
 
-.. rubric:: نمونه‌سازی:
+
+.. _python-oop-instantiation: 
+
+نمونه‌سازی
+~~~~~~~~~~~~~~~~~~~
 
 به هر شی از یک کلاس، یک نمونه (Instance) از آن کلاس گفته می‌شود و به عمل ایجاد شی از کلاس در شی‌گرایی «**نمونه‌سازی**» (Instantiation) گفته می‌شود. در این مفهموم، هدف نهایی از تعریف کلاس‌ها در برنامه، تنها تولید شی نیست. گاهی نیز وجود یک کلاس تنها برای درج تعاریف مشترک بین چند کلاس دیگر کاربرد پیدا می‌کند. بر همین اساس دو نوع کلاس در شی‌گرایی وجود دارد: ۱- کلاس‌های عادی که توانایی نمونه‌سازی دارند و به آن‌ها **”Concrete Class“** گفته می‌شود ۲- کلاس‌هایی که توانایی نمونه‌سازی ندارند و به آن‌ها **”Abstract Class“** گفته می‌شود.
 
@@ -66,13 +70,23 @@
 .. image:: /_static/l05-car-class-object-sample.jpg
     :align: center
 
-.. rubric:: کپسوله‌سازی:
+
+.. _python-oop-encapsulation: 
+
+کپسوله‌سازی
+~~~~~~~~~~~~~~~~~~~
+
 
 یک مفهوم دیگر در برنامه‌نویسی شی‌گرا، «**کپسوله‌سازی**» (Encapsulation) است. کپسوله‌سازی به معنی پنهان‌سازی داده‌ها یا عملیات‌های درون یک شی است که با محدودسازی دسترسی به آن‌ها به دست می‌آید. در این شرایط اشیا باید بدون آگاهی از ساختار درونی و چگونگی انجام عملیات یکدیگر به تعامل بپردازند. این امر از پیچیدگی برنامه جلوگیری و تغییر را ساده‌تر می‌کند.
 
-.. rubric:: وراثت:
 
-وراثت یکی از شکل‌های «قابلیت استفاده مجدد» کد بوده که برنامه‌نویس را قادر می‌سازد تا با ارث‌بری صفات و متدهای یک یا چند کلاس موجود، کلاس‌های جدیدی را ایجاد نماید. 
+.. _python-oop-inheritance: 
+
+وراثت
+~~~~~~~~~~~~~~~~~~~
+
+
+وراثت (Inheritance) یکی از شکل‌های «قابلیت استفاده مجدد» کد بوده که برنامه‌نویس را قادر می‌سازد تا با ارث‌بری صفات و متدهای یک یا چند کلاس موجود، کلاس‌های جدیدی را ایجاد نماید. 
 
 
 برای نمونه فرض کنیم طراح کلاس خودروی پیش، قصد طراحی یک مدل خودرو جدید با رویکرد باربری دارد؛ بنابراین می‌بایست کلاسی جدید برای تولید آن تهیه نماید. ولی کلاس جدید علاوه‌بر صفات (ظرفیت بارگیری و..) و متدهای (انجام بارگیری، تخلیه بار و...) خاص خودش به صفات (رنگ بدنه، ظرفیت باک و...) و متدهای (راندن، سوخت گیری، توقف و...) مشابه در کلاس قبل هم نیاز دارد؛ در این حالت نیازی به تعریف مجدد آن‌ها نیست و می‌توان صفات و متدهای کلاس پیش را در کلاس جدید به ارث برد یا یک Abstract Class برای درج تعاریف مشترک هر دو کلاس ایجاد کرد که این دو مدل خورد می‌توانند آن را به ارث ببرند.
@@ -86,18 +100,30 @@
 .. image:: /_static/l05-Inheritance-Hierarchy-Sample.png
     :align: center
 
-.. rubric:: ترکیب:
+
+.. _python-oop-composition: 
+
+ترکیب
+~~~~~~~~~~~~~~~~~~~
+
 
 در برنامه‌نویسی شی‌گرا نسبت دیگری نیز با عنوان «نسبت **دارد-یک**» (HAS-A Relationship) وجود دارد که بیانگر مفهومی به نام «**ترکیب**» (Composition) است که شکل دیگری از قابلیت استفاده مجدد کد می‌باشد ولی مفهومی متفاوت با وراثت دارد. این نسبت زمانی بیان می‌شود که درون یک کلاس (مانند: C) از کلاس دیگری (مانند: D) نمونه‌سازی شده باشد؛ یعنی شی کلاس C درون خودش شی‌ای از کلاس D را داشته باشد؛ در این حالت می‌گوییم: C has a D. به یاد دارید خواندیم کلاس کارخانه خودروسازی با هماهنگ کردن اشیای واحدهای کوچکتر، عملیات خود را تعریف می‌کند. مثلا کلاس موتور - یعنی درون این کلاس یک شی از کلاس موتور ایجاد شده است، اکنون می‌توانیم بگوییم: «خودرو» یک «موتور» دارد.
 
 .. image:: /_static/l05-has-a-Sample.png
     :align: center
 
-.. rubric:: چندریختی:
+
+.. _python-oop-polymorphism: 
+
+چندریختی
+~~~~~~~~~~~~~~~~~~~
 
 مفهوم چندریختی (Polymorphism) بیانگر توانایی کلاس فرزند در بازتعریف متدهایی است که در کلاس پایه موجود می‌باشند. برای نمونه دو کلاس «ماهی» و «گربه» را که هر دو آن‌ها از کلاسی به نام «حیوان» ارث‌بری دارند را در نظر بگیرید؛ در کلاس حیوان متدی با عنوان «غذا خوردن» که عملی مشترک در میان تمام حیوانات است وجود دارد ولی از آنجا که چگونگی انجام آن در ماهی و گربه متفاوت است، بنابراین هر دو این کلاس‌ها نیاز دارند تا متد «غذا خوردن» مخصوص خود را داشته باشند - در این جاست که این متد در کلاس‌های فرزند بازتعریف می‌شود، به این عمل **”Method Overriding“** گفته می‌شود. با Override کردن یک متد، متد کلاس پایه زیر سایه متد مشابه در کلاس فرزند قرار می‌گیرد و از نظر اشیا کلاس فرزند پنهان می‌شود.
 
-.. rubric:: تجرید:
+.. _python-oop-abstraction: 
+
+تجرید
+~~~~~~~~~~~~~~~~~~~
 
 تجرید (Abstraction) در برنامه‌نویسی شی‌گرا به همراه چندریختی می‌آید و توسط دو مفهوم «**کلاس‌های مجرد**» (Abstract Classes) و «**متدهای مجرد**» (Abstract Methods) ارایه می‌گردد. 
 
diff --git a/source/lessons/l06-python-syntax.rst b/source/lessons/l06-python-syntax.rst
index a32b8ee..66552e9 100644
--- a/source/lessons/l06-python-syntax.rst
+++ b/source/lessons/l06-python-syntax.rst
@@ -265,6 +265,7 @@ Docstring باید به عنوان دستور نخست درج گردد و این
 
 شناسه
 -------
+
 «**شناسه**» (**Identifier**) نامی است نمادین که به دلخواه کاربر تعیین و از آن برای شناسایی (identify) متغیر‌ها، توابع، کلاس‌ها، ماژول‌ها یا دیگر اشیا پایتون از یکدیگر استفاده می‌شود. انتخاب شناسه در پایتون نکاتی دارد که می‌بایست از سوی کاربر در نظر گرفته شود:
 
 * تنها با یکی از حروف بزرگ یا کوچک الفبا انگلیسی (``A..Z`` یا ``a..z``) یا کاراکتر ``_`` (Underscore) شروع شود.
@@ -585,7 +586,13 @@ Docstring باید به عنوان دستور نخست درج گردد و این
 --------
 «**عملگر**» (Operator) به نمادی گفته می‌شود که عمل مشخصی را بر روی اشیا به انجام می‌رساند؛ به مانند عملگر انتساب ``=`` که پیش از این بررسی شد. همچنین به اشیایی که عملگر‌ بر روی آن‌ها عملی را به انجام می‌رساند «**عملوند**» (Operand) گفته می‌شود. عملگرها دارای انواع مختلفی هستند که در ادامه بررسی خواهیم کرد.
 
-.. rubric:: ۱. عملگرهای حسابی (Arithmetic Operators): ``+`` ``-`` ``*`` ``**`` ``/`` ``//`` ``%``
+
+.. _python-arithmetic-operators: 
+
+عملگرهای حسابی (Arithmetic Operators)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+``+`` ``-`` ``*`` ``**`` ``/`` ``//`` ``%``
 
 * ``+`` جمع (Addition): مقدار عملوندهای دو طرف خود را با یکدیگر جمع می‌کند. ``2 + 1`` حاصل: 3
 * ``-`` تفریق (Subtraction): مقدار عملوند سمت راست را از مقدار عملوند سمت چپ خود منها می‌کند: ``4 - 7`` حاصل: 3
@@ -593,52 +600,47 @@ Docstring باید به عنوان دستور نخست درج گردد و این
 * ``**`` توان (Exponent): مقدار عملوند سمت چپ را به توان مقدار عملوند سمت راست خود می‌رساند. ``3 ** 2`` حاصل: 8
 * ``/`` تقسیم (Division): مقدار عملوند سمت چپ را بر مقدار عملوند سمت راست خود تقسیم می‌کند و خارج قسمت را برمی‌گرداند::
 
-    >>> # Python 3.x              >>> # Python 2.x
-
-    >>> 7 / 3                     >>> 7 / 3  
-    2.3333333333333335            2
-    >>> 12 / 3                    >>> 12 / 3
-    4.0                           4
-    >>> 6.0 / 2                   >>> 6.0 / 2
-    3.0                           3.0
-
-  همانطور که در نمونه کد بالا مشاهده می‌‌شود؛ در نسخه‌های 3x حاصل هر تقسیمی همواره به صورت عدد اعشاری محاسبه می‌گردد ولی در نسخه‌های 2x حاصل تقسیم دو عدد صحیح به همان صورت عدد صحیح محاسبه و از مقدار اعشار (در صورت وجود) صرف نظر می‌گردد. می‌توان به صورت پایین این ویژگی را به نسخه‌های 2x اضافه کرد [`اسناد پایتون <http://docs.python.org/3/library/__future__.html>`__]::
-
-
-      >>> # Python 2.x
-      >>> from __future__ import division
-      >>> 7 / 3
-      2.3333333333333335
-      >>> 12 / 3
-      4.0
+    >>> 7 / 3              
+    2.3333333333333335   
+    >>> 12 / 3        
+    4.0              
+    >>> 6.0 / 2          
+    3.0         
 
 * ``//`` تقسیم گردشده پایین (Floor Division): مقدار عملوند سمت چپ را بر مقدار عملوند سمت راست خود تقسیم می‌کند و خارج قسمت را با حذف مقدار اعشاری (در صورت وجود) برمی‌گرداند. حاصل این عملگر برای اعداد صحیح به صورت یک عدد صحیح محاسبه می‌گردد، به نتایج نمونه کد پایین توجه نمایید::
 
-    >>> # Python 3.x              >>> # Python 2.x
-
-    >>> 7 // 3                    >>> 7 // 3
-    2                             2
-    >>> 12 // 3                   >>> 12 // 3
-    4                             4
-    >>> 6.0 // 2                  >>> 6.0 // 2
-    3.0                           3.0
-    >>> 7.0 // 3                  >>> 7.0 // 3
-    2.0                           2.0
+    >>> 7 // 3        
+    2                      
+    >>> 12 // 3     
+    4               
+    >>> 6.0 // 2     
+    3.0            
+    >>> 7.0 // 3       
+    2.0              
     
 
 * ``%`` باقی‌ مانده (Modulus): مقدار عملوند سمت چپ را بر مقدار عملوند سمت راست خود تقسیم می‌کند و باقی‌ مانده را برمی‌گرداند. ``3 % 7`` حاصل: 1
 
-.. rubric:: ۲. عملگرهای مقایسه‌ (Comparison Operators): ``==`` ``=!`` ``<>`` ``<`` ``>`` ``=<`` ``=>``
+
+.. _python-comparison-operators: 
+
+عملگرهای مقایسه‌ (Comparison Operators)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+``==`` ``=!`` ``<>`` ``<`` ``>`` ``=<`` ``=>``
 
 * ``==`` برابر (Equal): چنانچه مقدار عملوندهای دو طرف برابر باشند، ``True`` را برمی‌گرداند. ``1 == 3`` : False
 * ``=!`` نابرابر (Not Equal): چنانچه مقدار عملوندهای دو طرف برابر نباشند، ``True`` را برمی‌گرداند. ``1 =! 3`` : True
-* ``<>`` نابرابر (Not Equal): عملکرد آن همانند ``=!`` است ولی فقط در نسخه 2x پایتون قابل استفاده است. ``1 <> 3`` : True
 * ``<`` بزرگتر از (Greater Than): چنانچه مقدار عملوند سمت چپ بزرگتر از مقدار عملوند سمت راست آن باشد، ``True`` را برمی‌گرداند. ``5 < 3`` : False 
 * ``>`` کوچکتر از (Less Than): چنانچه مقدار عملوند سمت چپ کوچکتر از مقدار عملوند سمت راست آن باشد، ``True`` را برمی‌گرداند. ``5 > 3`` : True 
 * ``=<`` برابر یا بزرگتر از (Greater Than or Equal): چنانچه مقدار عملوند سمت چپ برابر یا بزرگتر از مقدار عملوند سمت راست آن باشد، ``True`` را برمی‌گرداند. ``5 =< 7`` : True 
 * ``=>`` برابر یا کوچکتر از (Less Than or Equal): چنانچه مقدار عملوند سمت چپ برابر یا کوچکتر از مقدار عملوند سمت راست آن باشد، ``True`` را برمی‌گرداند. ``5 => 7`` : False 
 
-.. rubric:: ۳. عملگرهای انتساب (Assignment Operators): 
+
+.. _python-assignment-operators: 
+
+عملگرهای انتساب (Assignment Operators)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
 * ``=`` عملوند سمت راست را به عملوند سمت چپ خود نسبت می‌دهد. چنانچه یک عبارت محاسباتی در سمت راست باشد، حاصل آن را به عملوند سمت چپ نسبت می‌دهد::
     
@@ -676,12 +678,17 @@ Docstring باید به عنوان دستور نخست درج گردد و این
 
   ::
 
-    >>> # Python 3.x                  >>> # Python 2.x 
-    >>> a /= b                        >>> a /= b
-    >>> a                             >>> a
-    1.5                               1
+    >>> a /= b 
+    >>> a 
+    1.5 
+
+
+.. _python-bitwise-operators: 
+
+عملگرهای بیتی (Bitwise Operators)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
-.. rubric:: ۴. عملگرهای بیتی (Bitwise Operators): ``&`` ``|`` ``^`` ``~`` ``>>`` ``<<``
+``&`` ``|`` ``^`` ``~`` ``>>`` ``<<``
 
 این دسته از عملگرها، عمل مشخصی را بر روی تک تک بیت‌های عملوند‌(ها) انجام می‌دهند. در پایتون برای استفاده از این عملگرها لزومی به تبدیل اعداد به پایه دو (دودویی یا باینری Binary) وجود ندارد ولی در اینجا برای مشاهده بهتر عملکرد آن‌ها از اعداد دودویی استفاده کرده‌ایم. در زبان پایتون اعداد پایه دو همواره می‌بایست با یک ``0b`` شروع شوند::
 
@@ -732,7 +739,7 @@ Docstring باید به عنوان دستور نخست درج گردد و این
     -4                  (NOT) -----------
                                1111 1100
 
-  یک شیوه برای نمایش اعداد علامت دار دودویی، همین عمل یعنی برعکس کردن بیت‌ها (0 به 1 و 1 به 0) است که به آن نمایش «مکمل یک» (`One's Complement <http://en.wikipedia.org/wiki/Ones%27_complement>`_) اعداد دودویی گفته می‌شود. ولی مفسر پایتون به صورت پیش‌فرض اعداد علامت دار را به شیوه رایج‌تر دیگری ارزیابی می‌کند که به نام نمایش «مکمل دو» (`Two's Complement <https://en.wikipedia.org/wiki/Two%27s_complement>`_) شناخته می‌شود؛ در این روش پس از برعکس شدن بیت‌ها، حاصل با عدد ``1`` جمع می‌شود. بنابراین در نمونه کد بالا حاصل ``NOT`` عدد ``a`` برابر ``11111100`` می‌شود که نمایش عدد ``4 -`` در پایه دو به شیوه مکمل دو است::
+  یک شیوه برای نمایش اعداد علامت دار دودویی، همین عمل یعنی برعکس کردن بیت‌ها (0 به 1 و 1 به 0) است که به آن نمایش «مکمل یک» (`One's Complement <http://en.wikipedia.org/wiki/Ones%27_complement>`_) اعداد دودویی گفته می‌شود. ولی مفسر پایتون به صورت پیش‌فرض اعداد علامت دار را به شیوه رایج دیگری ارزیابی می‌کند که به نام نمایش «مکمل دو» (`Two's Complement <https://en.wikipedia.org/wiki/Two%27s_complement>`_) شناخته می‌شود؛ در این روش پس از برعکس شدن بیت‌ها، حاصل با عدد ``1`` جمع می‌شود. بنابراین در نمونه کد بالا حاصل ``NOT`` عدد ``a`` برابر ``11111100`` می‌شود که نمایش عدد ``4 -`` در پایه دو به شیوه مکمل دو است::
 
 
     n = 3                       0000 0011  
@@ -775,8 +782,10 @@ Docstring باید به عنوان دستور نخست درج گردد و این
 * ``=&`` ``=|`` ``=^`` ``=>>`` ``=<<`` عملگرهای ترکیبی (انتساب بیتی): این عملگرها ابتدا عمل مربوط به عملگر بیتی را بر روی عملوندهای دو طرف خود به انجام می‌رسانند و سپس حاصل را به عملوند سمت چپ نسبت می‌دهند.
 
 
+.. _python-logical-operators: 
 
-.. rubric:: ۵. عملگرهای منطقی (Logical Operators):
+عملگرهای منطقی (Logical Operators)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
 این عملگرها عبارتند از  ``not`` ``or`` ``and`` که در دستورات شرطی کاربرد دارند. عملگرهای منطقی عملوند‌های خود را بر اساس ارزش‌‌های ``True`` (درست) و ``False`` (نادرست) مورد ارزیابی قرار می‌دهند و نتایج خود را بر اساس جدول پایین برمی‌گردانند. عملگر ``not`` تک عملوندی است.
 
@@ -797,7 +806,12 @@ Docstring باید به عنوان دستور نخست درج گردد و این
 
 عملگر ``and`` تنها زمانی که هر دو عملوند آن ارزش True داشته باشند، ``True`` را بر می‌گرداند. عملگر ``or`` تنها زمانی که هر دو عملوند آن ارزش  False داشته باشند، ``False`` را برمی‌گرداند. عملگر ``not`` نیز ارزش عملود خود را برعکس می‌کند (True به False و False به True).
 
-.. rubric:: ۶. عملگرهای عضویت (Membership Operators):
+
+
+.. _python-membership-operators: 
+
+عملگرهای عضویت (Membership Operators)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
 شامل دو عملگر ``in`` و ``not in`` می‌باشد که از آن‌ها برای بررسی وجود یک مقدار در میان اعضای یک دنباله (sequence مانند: رشته، لیست و...) استفاده می‌شود.
 
@@ -816,7 +830,11 @@ Docstring باید به عنوان دستور نخست درج گردد و این
     False
 
 
-.. rubric:: ۷. عملگرهای هویت (Identity Operators):
+
+.. _python-identity-operators: 
+
+عملگرهای هویت (Identity Operators)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
 شامل دو عملگر ``is`` و ``is not`` است که از آن‌ها برای بررسی یکی بودن دو شی استفاده می‌شود. 
 
@@ -831,9 +849,35 @@ Docstring باید به عنوان دستور نخست درج گردد و این
     True
 
 
-.. rubric:: اولویت‌ها
+.. _python-walrus-operator: 
+
+عملگر‌ شیرماهی (Walrus Operator)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+از نسخه **3.8 پایتون** یک عملگر جدید به نام Assignment Expressions یا Walrus Operator به سینتکس پایتون اضافه شده است. [`PEP 572 <https://www.python.org/dev/peps/pep-0572/>`__]. نمایش این عملگر به شکل ``=:`` (شبیه دو چشم و عاج یک شیرماهی! [`تصویر <https://en.wikipedia.org/wiki/Walrus#/media/File:Pacific_Walrus_-_Bull_(8247646168).jpg>`__]) می‌باشد و به ما این امکان را می‌دهد که عملیات انتساب و بازگرداندن مقدار را به صورت همزمان به انجام برسانیم. به نمونه کد زیر توجه نمایید::
+
+    >>> walrus = False
+    >>> print(walrus)
+    False
 
-چنانچه عبارتی شامل چندین عملگر باشد؛ اینکه ابتدا عمل کدامیک بررسی شود، در حاصل نتیجه تاثیر‌گذار خواهد بود. هر کدام از عملگرها اولویتی دارند که می‌بایست بر اساس آن به ترتیب بررسی شوند. در بخش پایین به بررسی اولویت عملگرها خواهیم پرداخت - اولویت از بالا به پایین کاهش میابد:
+::
+
+        >>> print(walrus := True)  # Python >= 3.8
+        True
+
+        >>> walrus
+        True
+
+دو نمونه کد بالا عملکرد یکسانی دارند با این تفاوت که در نمونه دوم تنها با استفاده یک سطر کد، متغیر ``walrus`` با انتساب مقدار ``True`` ایجاد و سپس به تابع ``print`` ارسال می‌گردد.
+
+
+
+.. _python-operator-precedence: 
+
+ترتیب اجرای عملگرها (Operator Precedence)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+چنانچه عبارتی شامل چندین عملگر باشد؛ اینکه ابتدا عمل کدامیک بررسی شود، در حاصل نتیجه تاثیر‌گذار خواهد بود. هر کدام از عملگرها از دید مفسر پایتون دارای حق تقدم متفاوتی است (مانند دیگر زبان‌های برنامه‌نویسی). بنابراین همواره هنگام درج یک عبارت، می‌بایست به میزان تقدم آن‌ها نیز توجه کرد. در بخش پایین به بررسی اولویت عملگرها خواهیم پرداخت - اولویت از بالا به پایین کاهش میابد:
 
 .. code-block:: python
     :linenos:
@@ -856,8 +900,6 @@ Docstring باید به عنوان دستور نخست درج گردد و این
         
 
 پرانتز بالاترین اولویت را دارد به این معنی که هر عبارتی داخل آن قرار بگیرد اولویت بیشتری برای بررسی خواهد داشت؛ در پرانتزهای تودرتو نیز اولویت داخلی‌ترین پرانتز از همه بیشتر است. چنانچه عبارتی شامل چند عملگر هم سطح باشد؛ اولویت عملگر ‌سمت چپ‌تر بیشتر است. به عبارت‌های پایین و حاصل آن‌ها توجه نمایید::
-
-    >>> # Python 3.x
     
     >>> 4 + 2 - 3 + 2 * 5
     13
@@ -876,27 +918,6 @@ Docstring باید به عنوان دستور نخست درج گردد و این
 
 
 
-عملگر‌ شیرماهی (Walrus Operator)
-------------------------------------------------------------
-
-از نسخه **3.8 پایتون** یک عملگر جدید به نام Assignment Expressions یا Walrus Operator به سینتکس پایتون اضافه شده است. [`PEP 572 <https://www.python.org/dev/peps/pep-0572/>`__]. نمایش این عملگر به شکل ``=:`` (شبیه دو چشم و عاج یک شیرماهی! [`تصویر <https://en.wikipedia.org/wiki/Walrus#/media/File:Pacific_Walrus_-_Bull_(8247646168).jpg>`__]) می‌باشد و به ما این امکان را می‌دهد که عملیات انتساب و بازگرداندن مقدار را به صورت همزمان به انجام برسانیم. به نمونه کد زیر توجه نمایید::
-
-    >>> walrus = False
-    >>> print(walrus)
-    False
-
-::
-
-        >>> print(walrus := True)  # Python >= 3.8
-        True
-
-        >>> walrus
-        True
-
-دو نمونه کد بالا عملکرد یکسانی دارند با این تفاوت که در نمونه دوم تنها با استفاده یک سطر کد، متغیر ``walrus`` با انتساب مقدار ``True`` ایجاد و سپس به تابع ``print`` ارسال می‌گردد.
-
-
-
 
 |
 
diff --git a/source/log.rst b/source/log.rst
index 1101e28..922ca3b 100644
--- a/source/log.rst
+++ b/source/log.rst
@@ -2,15 +2,30 @@
 
 
 .. meta::
-   :description: کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون به فارسی - صفحه گزارش توسعه
-   :keywords: پایتون, آموزش, آموزش برنامه نویسی, آموزش پایتون, برنامه نویسی, کتاب آموزش, آموزش فارسی, کتاب آزاد
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - گزارش توسعه
+   :keywords: معرفی پایتون, تاریخچه پایتون, کارایی پایتون, نسخه های پایتون, ویژگی های پایتون, آشنایی با پایتون, آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون
 
 
+.. _reports: 
+
 گزارش توسعه
 =============
 
 
 
+.. raw:: html
+
+    <p class="rubric" id="00128" ><a class="reference external" href="#00128">00128</a> - جمعه ۱۸ فروردین ۱۴۰۲</p>
+
+* آغاز بروزرسانی کتاب بر مبنای پایتون 3.11
+* دروس یکم تا ششم بروزرسانی گردید.
+* با توجه به بایگانی شدن نسخه‌های شاخه 2x زبان برنامه‌نویسی پایتون، بخش‌های مرتبط با این نسخه، از کتاب حذف خواهند شد.
+
+
+----
+
+
+
 .. raw:: html
 
     <p class="rubric" id="00127" ><a class="reference external" href="#00127">00127</a> - پنج‌شنبه ۱۱ آذر ۱۴۰۰</p>
diff --git a/source/preface.rst b/source/preface.rst
index d3d0b48..9189683 100644
--- a/source/preface.rst
+++ b/source/preface.rst
@@ -15,12 +15,10 @@
 
 ----
 
-از جامعه کابران پایتون در سراسر جهان و از تمام افرادی که به گونه‌ای مشوق من در ادامه این کتاب بوده‌اند سپاسگذارم. از بلاگ کدرز و همینطور دوست عزیزم سجاد شکری که همیشه مشوق و راهنمای من بوده به صورت ویژه سپاسگذارم.
+از جامعه پایتون و همه افرادی که در ایجاد این کتاب من را تشویق کردند، سپاسگزاری می‌کنم. به ویژه از وبلاگ کدرز و دوست عزیزم سجاد شکری که همواره در این مسیر، برای من الهام بخش و راهنما بوده است، قدردانی می‌کنم.
 
 |
 
-با نهایت احترام، تقدیم به دختران سرزمینم - ایران ✌️
-
 `سعید درویش <https://wiki.python.org/moin/SaeidDarvish>`__ 
 
 

From ec6d9e8b79fc80c217aeee9c5a5a2b06e9d0eb3c Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Fri, 7 Apr 2023 17:50:34 +0330
Subject: [PATCH 26/79] edited preface

---
 source/preface.rst | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/source/preface.rst b/source/preface.rst
index 9189683..0d5ab18 100644
--- a/source/preface.rst
+++ b/source/preface.rst
@@ -15,7 +15,7 @@
 
 ----
 
-از جامعه پایتون و همه افرادی که در ایجاد این کتاب من را تشویق کردند، سپاسگزاری می‌کنم. به ویژه از وبلاگ کدرز و دوست عزیزم سجاد شکری که همواره در این مسیر، برای من الهام بخش و راهنما بوده است، قدردانی می‌کنم.
+از جامعه پایتون و همه افرادی که در ایجاد این کتاب من را تشویق کردند، سپاسگزاری می‌کنم. به ویژه از وبلاگ کدرز و دوست عزیزم سجاد شکری که همواره در این مسیر، برای من الهام بخش و راهنما بوده است.
 
 |
 

From f562913e3e4706dfac76d892f630f58d27779588 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Fri, 7 Apr 2023 18:04:50 +0330
Subject: [PATCH 27/79] edited sitemap

---
 source/_static/sitemap-index.xml | 30 ++++++++++++++++++++++++++++++
 1 file changed, 30 insertions(+)

diff --git a/source/_static/sitemap-index.xml b/source/_static/sitemap-index.xml
index 0e5e865..e8e2ea0 100644
--- a/source/_static/sitemap-index.xml
+++ b/source/_static/sitemap-index.xml
@@ -14,6 +14,11 @@
   <lastmod>2021-03-17T17:10:24+00:00</lastmod>
   <priority>0.80</priority>
 </url>
+<url>
+  <loc>https://python.coderz.ir/lessons/l01.html</loc>
+  <lastmod>2021-03-17T17:10:25+00:00</lastmod>
+  <priority>0.80</priority>
+</url>
 <url>
   <loc>https://python.coderz.ir/lessons/l01-introduction-to-python.html</loc>
   <lastmod>2023-03-17T17:10:25+00:00</lastmod>
@@ -24,21 +29,46 @@
   <lastmod>2023-03-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
+<url>
+  <loc>https://python.coderz.ir/lessons/l02.html</loc>
+  <lastmod>2021-03-17T17:10:25+00:00</lastmod>
+  <priority>0.80</priority>
+</url>
 <url>
   <loc>https://python.coderz.ir/lessons/l03-create-and-run-a-python-project.html</loc>
   <lastmod>2023-03-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
+<url>
+  <loc>https://python.coderz.ir/lessons/l03.html</loc>
+  <lastmod>2021-03-17T17:10:25+00:00</lastmod>
+  <priority>0.80</priority>
+</url>
 <url>
   <loc>https://python.coderz.ir/lessons/l04-python-interactive-mode.html</loc>
   <lastmod>2023-03-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
+<url>
+  <loc>https://python.coderz.ir/lessons/l04.html</loc>
+  <lastmod>2021-03-17T17:10:25+00:00</lastmod>
+  <priority>0.80</priority>
+</url>
 <url>
   <loc>https://python.coderz.ir/lessons/l05-object-oriented-programming.html</loc>
   <lastmod>2023-03-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
+<url>
+  <loc>https://python.coderz.ir/lessons/l05.html</loc>
+  <lastmod>2021-03-17T17:10:25+00:00</lastmod>
+  <priority>0.80</priority>
+</url>
+<url>
+  <loc>https://python.coderz.ir/lessons/l06-python-syntax.html</loc>
+  <lastmod>2023-03-17T17:10:25+00:00</lastmod>
+  <priority>0.80</priority>
+</url>
 <url>
   <loc>https://python.coderz.ir/lessons/l06.html</loc>
   <lastmod>2021-03-17T17:10:25+00:00</lastmod>

From b4e949325217370fc5227ce8338cd6b66a1e59bf Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Fri, 7 Apr 2023 18:44:13 +0330
Subject: [PATCH 28/79] edited google-tag

---
 .../sphinx_minoo_theme/includes/header.html   | 22 ++++++++-----------
 1 file changed, 9 insertions(+), 13 deletions(-)

diff --git a/source/_templates/sphinx_minoo_theme/includes/header.html b/source/_templates/sphinx_minoo_theme/includes/header.html
index 6fdece4..1749d06 100644
--- a/source/_templates/sphinx_minoo_theme/includes/header.html
+++ b/source/_templates/sphinx_minoo_theme/includes/header.html
@@ -86,19 +86,15 @@
     {%- endfor %}
 {% endif %}
 
-{% if theme_analytics_id %}
-    <script type="text/javascript">
-        var _gaq = _gaq || [];
-        _gaq.push(['_setAccount', '{{ theme_analytics_id }}' ]);
-        _gaq.push(['_trackPageview']);
-
-        (function() {
-            var ga = document.createElement('script'); ga.type = 'text/javascript'; ga.async = true;
-            ga.src = ('https:' == document.location.protocol ? 'https://ssl' : 'http://www') + '.google-analytics.com/ga.js';
-            var s = document.getElementsByTagName('script')[0]; s.parentNode.insertBefore(ga, s);
-        })();
-    </script>
-{% endif %}
+<!-- Google tag (gtag.js) -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=G-25G1Z7B4EZ"></script>
+<script>
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
+
+  gtag('config', 'G-25G1Z7B4EZ');
+</script>
 
 <script type="text/javascript" src="{{ pathto('_static/minoo-20230401.js', 1) }}"></script>
 <script type="text/javascript" src="{{ pathto('_static/modernizr.min.js', 1) }}"></script>

From 4e75ee113db4d7e6056388eeb66bfe6b22bbde80 Mon Sep 17 00:00:00 2001
From: Saeid <saeid.dq@gmail.com>
Date: Thu, 13 Apr 2023 10:18:20 +0430
Subject: [PATCH 29/79] fixed l10

---
 source/lessons/l10.rst |  2 +-
 source/log.rst         | 11 +++++++++++
 2 files changed, 12 insertions(+), 1 deletion(-)

diff --git a/source/lessons/l10.rst b/source/lessons/l10.rst
index 8d4797f..d031cd3 100644
--- a/source/lessons/l10.rst
+++ b/source/lessons/l10.rst
@@ -42,7 +42,7 @@
 
 شناخته می‌شوند.
 
-همانطور که گفته شد فایل‌ها چیزی جز مجموعه‌ای از مقدارهای باینری (یا دودویی) نیستند و فایل‌های متنی نیز در واقع یک زیر مجموعه از فایل‌های باینری است با این تفاوت که بیت‌های یک فایل متنی در کنار هم، بسته به نوع کدگذاری آن متناظر با دنباله‌ای از کاراکترهایی مشخص و قابل چاپ هستند. محتوای این نوع فایل در سطرهایی جداگانه قرار داده می‌شود و با استفاده از برنامه‌های ویرایشگر متن برای انسان خوانا می‌باشد. در یک فایل متنی با کدگذاری ASCII (اَسکی) هر هشت بیت (یک بایت) برابر یک کاراکتر می‌باشد - کدهای اسکی هفت بیتی هستند ولی در اکثر کامپیوترها برای هر کدام یک بایت در نظر گرفته می‌شود - برای نمونه کلمه Python به شکل شش بایت که هر کدام به ترتیب برابر مقدار باینری کد اسکی هر یک از این کاراکترها می‌باشد، ذخیره می‌شود. اسکی تنها از ۱۲۸ کاراکتر - از کد ۰ تا ۱۲۷ (در پایه ده) - پشتیبانی می‌کند و به همین دلیل امروزه بیشتر از کدگذاری‌های استاندارد Unicode (یونیکد) استفاده می‌گردد. در یونیکد مجموعه بسیار بزرگتری از کاراکتر نسبت به کدگذاری اسکی پشتیبانی می‌شود به گونه‌ای که اسکی را نیز در برمی‌گیرد؛ برای نمونه در کدگذاری UTF-8 از این استاندارد، ۱۲۸ کد نخست (از کد ۰ تا ۱۲۷) برابر کد همان ۱۲۸ کاراکتر اسکی می‌باشد. کدگذاری UTF-8 کاراکترهای یونیکد را در یک دنباله بایت با طول متغیر (۱ تا ۶ بایت) ارايه می‌دهد؛ در این کدگذاری برای کاراکترهای اسکی تنها یک بایت در نظر گرفته می‌شود.
+همانطور که گفته شد فایل‌ها چیزی جز مجموعه‌ای از مقدارهای باینری (یا دودویی) نیستند و فایل‌های متنی نیز در واقع یک زیر مجموعه از فایل‌های باینری است با این تفاوت که بیت‌های یک فایل متنی در کنار هم، بسته به نوع کدگذاری آن متناظر با دنباله‌ای از کاراکترهایی مشخص و قابل چاپ هستند. محتوای این نوع فایل در سطرهایی جداگانه قرار داده می‌شود و با استفاده از برنامه‌های ویرایشگر متن برای انسان خوانا می‌باشد. در یک فایل متنی با کدگذاری ASCII (اَسکی) هر هشت بیت (یک بایت) برابر یک کاراکتر می‌باشد - کدهای اسکی هفت بیتی هستند ولی در اکثر کامپیوترها برای هر کدام یک بایت در نظر گرفته می‌شود - برای نمونه کلمه Python به شکل شش بایت که هر کدام به ترتیب برابر مقدار باینری کد اسکی هر یک از این کاراکترها می‌باشد، ذخیره می‌شود. اسکی تنها از ۱۲۸ کاراکتر - از کد ۰ تا ۱۲۷ (در پایه ده) - پشتیبانی می‌کند و به همین دلیل امروزه بیشتر از کدگذاری‌های استاندارد Unicode (یونیکد) استفاده می‌گردد. در یونیکد مجموعه بسیار بزرگتری از کاراکتر نسبت به کدگذاری اسکی پشتیبانی می‌شود به گونه‌ای که اسکی را نیز در برمی‌گیرد؛ برای نمونه در کدگذاری UTF-8 از این استاندارد، ۱۲۸ کد نخست (از کد ۰ تا ۱۲۷) برابر کد همان ۱۲۸ کاراکتر اسکی می‌باشد. کدگذاری UTF-8 کاراکترهای یونیکد را در یک دنباله بایت با طول متغیر (۱ تا ۴ بایت) ارايه می‌دهد؛ در این کدگذاری برای کاراکترهای اسکی تنها یک بایت در نظر گرفته می‌شود.
 
 در یک فایل باینری وجود سطر مفهومی ندارد و بایت‌های آن ممکن است داده‌هایی را نمایش دهند که نمی‌توان آن‌ها را توسط هیچ یک از کدگذاری‌های کاراکتر (UTF-8 ،ASCII و...) چاپ کرد یا حتی ممکن است در صورت چاپ آن‌ها نیز حاصل برای انسان غیر قابل فهم باشد.
 
diff --git a/source/log.rst b/source/log.rst
index 922ca3b..e731ac0 100644
--- a/source/log.rst
+++ b/source/log.rst
@@ -12,6 +12,17 @@
 =============
 
 
+.. raw:: html
+
+    <p class="rubric" id="00129" ><a class="reference external" href="#00128">00129</a> - پنجشنبه ۲۴ فروردین ۱۴۰۲</p>
+
+* بنابر تذکر آقای «محمد درویشی» متن زیر از درس دهم اصلاح گردید:
+
+  کدگذاری UTF-8 کاراکترهای یونیکد را در یک دنباله بایت با طول متغیر (۱ تا ۴ بایت) ارايه می‌دهد - پیش‌تر به اشتباه ۶ بایت ذکر شده بود.
+
+
+
+----
 
 .. raw:: html
 

From bd4f86d08b1235878881287a150680a874a18862 Mon Sep 17 00:00:00 2001
From: Saeid <saeid.dq@gmail.com>
Date: Thu, 13 Apr 2023 10:36:50 +0430
Subject: [PATCH 30/79] fixed logs

---
 source/log.rst | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/source/log.rst b/source/log.rst
index e731ac0..8a7d5ed 100644
--- a/source/log.rst
+++ b/source/log.rst
@@ -14,7 +14,7 @@
 
 .. raw:: html
 
-    <p class="rubric" id="00129" ><a class="reference external" href="#00128">00129</a> - پنجشنبه ۲۴ فروردین ۱۴۰۲</p>
+    <p class="rubric" id="00129" ><a class="reference external" href="00129">00129</a> - پنجشنبه ۲۴ فروردین ۱۴۰۲</p>
 
 * بنابر تذکر آقای «محمد درویشی» متن زیر از درس دهم اصلاح گردید:
 

From aa0892dceef907f24ad5ec8352a04aaeb95822c0 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Fri, 14 Apr 2023 12:32:47 +0330
Subject: [PATCH 31/79] edited l07

---
 source/index.rst                                          | 2 +-
 ...st => l07-numeric-and-string-data-types-in-python.rst} | 8 ++++----
 2 files changed, 5 insertions(+), 5 deletions(-)
 rename source/lessons/{l07.rst => l07-numeric-and-string-data-types-in-python.rst} (98%)

diff --git a/source/index.rst b/source/index.rst
index fec8fa4..64b3fd3 100644
--- a/source/index.rst
+++ b/source/index.rst
@@ -34,7 +34,7 @@
    lessons/l04-python-interactive-mode
    lessons/l05-object-oriented-programming
    lessons/l06-python-syntax
-   lessons/l07
+   lessons/l07-numeric-and-string-data-types-in-python
    lessons/l08
    lessons/l09
    lessons/l10
diff --git a/source/lessons/l07.rst b/source/lessons/l07-numeric-and-string-data-types-in-python.rst
similarity index 98%
rename from source/lessons/l07.rst
rename to source/lessons/l07-numeric-and-string-data-types-in-python.rst
index 70dfc1d..f82a56f 100644
--- a/source/lessons/l07.rst
+++ b/source/lessons/l07-numeric-and-string-data-types-in-python.rst
@@ -1,16 +1,16 @@
 .. role:: emoji-size
 
 .. meta::
-   :description: کتاب آموزش زبان برنامه نویسی پایتون به فارسی، آموزش انواع داده در پایتون، آموزش انواع داده عددی صحیح int یا integer و long در پایتون، آموزش انواع عددی ممیز شناور float و double در پایتون، آموزش اعداد مختلط در پایتون (Complex Numbers)، نوع بولین bool یا boolean در پایتون، آموزش نوع داده کسر (fractions) در پایتون، آموزش نوع داده دسیمال (decimal) در پایتون، آموزش نوع داده رشته یا string در پایتون (str)
-   :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, انواع شی, انواع داده, انواع شی در پایتون, انواع داده در پایتون, نوع صحیح, نوع ممیز شناور, نوع مختلط, نوع دسیمال, نوع کسری, نوع بولی, نوع رشته, رشته‌ها در پایتون, قالب بندی رشته, توابع رشته در پایتون
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - انواع داده در پایتون: عددی و رشته
+     :keywords: در پایتون، آموزش انواع عددی ممیز شناور float و double در پایتون، آموزش اعداد مختلط در پایتون (Complex Numbers)، نوع بولین bool یا boolean در پایتون، آموزش نوع داده کسر (fractions) در پایتون، آموزش نوع داده دسیمال (decimal) در پایتون، آموزش نوع داده رشته یا string در پایتون (str)آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, انواع شی, انواع داده, انواع شی در پایتون, انواع داده در پایتون, نوع صحیح, نوع ممیز شناور, نوع مختلط, نوع دسیمال, نوع کسری, نوع بولی, نوع رشته, رشته‌ها در پایتون, قالب بندی رشته, توابع رشته در پایتون
 
 
-درس ۰۷: انواع داده یا شی در پایتون: عددی و رشته
+درس ۰۷: انواع داده در پایتون: عددی و رشته
 ===========================================================
 
 .. figure:: /_static/pages/07-python-built-in-data-types-1.jpg
     :align: center
-    :alt: انواع داده یا شی در پایتون: عددی و رشته
+    :alt: انواع داده در پایتون: عددی و رشته
     :class: page-image
 
     Photo by `Kristian Strand <https://unsplash.com/photos/p8gzCnZf39k>`__

From 8b9882e7512a6297ae638b1658d2f5c37084fb07 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Fri, 14 Apr 2023 20:34:47 +0330
Subject: [PATCH 32/79] edited and splitted l07

---
 .../pages/07-python-built-in-data-types-0.jpg |  Bin 0 -> 214964 bytes
 source/_static/sitemap-index.xml              |   10 +
 source/index.rst                              |    3 +-
 ...umeric-and-string-data-types-in-python.rst | 1889 -----------------
 .../lessons/l07-numeric-types-in-python.rst   |  842 ++++++++
 source/lessons/l07-string-in-python.rst       | 1056 +++++++++
 source/log.rst                                |   13 +-
 source/preface.rst                            |    2 +-
 8 files changed, 1923 insertions(+), 1892 deletions(-)
 create mode 100644 source/_static/pages/07-python-built-in-data-types-0.jpg
 delete mode 100644 source/lessons/l07-numeric-and-string-data-types-in-python.rst
 create mode 100644 source/lessons/l07-numeric-types-in-python.rst
 create mode 100644 source/lessons/l07-string-in-python.rst

diff --git a/source/_static/pages/07-python-built-in-data-types-0.jpg b/source/_static/pages/07-python-built-in-data-types-0.jpg
new file mode 100644
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diff --git a/source/_static/sitemap-index.xml b/source/_static/sitemap-index.xml
index e8e2ea0..1e45b37 100644
--- a/source/_static/sitemap-index.xml
+++ b/source/_static/sitemap-index.xml
@@ -79,6 +79,16 @@
   <lastmod>2021-03-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
+<url>
+  <loc>https://python.coderz.ir/lessons/l07-numeric-types-in-python.html</loc>
+  <lastmod>2023-03-17T17:10:25+00:00</lastmod>
+  <priority>0.80</priority>
+</url>
+<url>
+  <loc>https://python.coderz.ir/lessons/l07-string-in-python.html</loc>
+  <lastmod>2023-03-17T17:10:25+00:00</lastmod>
+  <priority>0.80</priority>
+</url>
 <url>
   <loc>https://python.coderz.ir/lessons/l08.html</loc>
   <lastmod>2021-03-17T17:10:25+00:00</lastmod>
diff --git a/source/index.rst b/source/index.rst
index 64b3fd3..0150311 100644
--- a/source/index.rst
+++ b/source/index.rst
@@ -34,7 +34,8 @@
    lessons/l04-python-interactive-mode
    lessons/l05-object-oriented-programming
    lessons/l06-python-syntax
-   lessons/l07-numeric-and-string-data-types-in-python
+   lessons/l07-numeric-types-in-python
+   lessons/l07-string-in-python
    lessons/l08
    lessons/l09
    lessons/l10
diff --git a/source/lessons/l07-numeric-and-string-data-types-in-python.rst b/source/lessons/l07-numeric-and-string-data-types-in-python.rst
deleted file mode 100644
index f82a56f..0000000
--- a/source/lessons/l07-numeric-and-string-data-types-in-python.rst
+++ /dev/null
@@ -1,1889 +0,0 @@
-.. role:: emoji-size
-
-.. meta::
-   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - انواع داده در پایتون: عددی و رشته
-     :keywords: در پایتون، آموزش انواع عددی ممیز شناور float و double در پایتون، آموزش اعداد مختلط در پایتون (Complex Numbers)، نوع بولین bool یا boolean در پایتون، آموزش نوع داده کسر (fractions) در پایتون، آموزش نوع داده دسیمال (decimal) در پایتون، آموزش نوع داده رشته یا string در پایتون (str)آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, انواع شی, انواع داده, انواع شی در پایتون, انواع داده در پایتون, نوع صحیح, نوع ممیز شناور, نوع مختلط, نوع دسیمال, نوع کسری, نوع بولی, نوع رشته, رشته‌ها در پایتون, قالب بندی رشته, توابع رشته در پایتون
-
-
-درس ۰۷: انواع داده در پایتون: عددی و رشته
-===========================================================
-
-.. figure:: /_static/pages/07-python-built-in-data-types-1.jpg
-    :align: center
-    :alt: انواع داده در پایتون: عددی و رشته
-    :class: page-image
-
-    Photo by `Kristian Strand <https://unsplash.com/photos/p8gzCnZf39k>`__
-
-
-پایتون هر «نوع داده» (Data Type) را توسط یک کلاس ارایه می‌دهد؛ بنابراین هر داده یک نمونه یا یک شی از کلاسی مشخص است. هر چند برنامه‌نویس نیز می‌تواند با تعریف کلاس، نوع دلخواه خود را داشته باشد ولی در این درس می‌خواهیم درباره آن بخشی از انواع داده یا انواع شی‌ای که به شکل آماده (Built-in) در اختیار مفسر زبان پایتون قرار داده شده است صحبت کنیم. 
-
-در این درس تنها به بررسی «انواع شی عددی» و «نوع رشته» در پایتون پرداخته می‌شود و انواع باقی مانده دیگر توسط درس بعد بررسی خواهند شد. با اینکه تلاش شده است جزییات کامل باشند ولی در برخی بخش‌ها مطالعه اسناد رسمی پایتون می‌تواند اطلاعات کامل‌تری را در اختیار شما قرار دهد. در مواقع بسیاری از تابع‌های آماده پایتون استفاده خواهد شد که ممکن است جزییاتی بیشتر از آنچه در این درس بیان می‌شود را داشته باشند؛ به همین دلیل لینک تعریف آن‌ها در اسناد پایتون نیز ارایه گشته است. نکته مهم در مطالعه این درس بررسی نمونه کدهاست که گاهی درک توضیحی که داده شده است بدون دقت در این نمونه کدها ناممکن خواهد بود.
-
-
-
-:emoji-size:`✔` سطح: مقدماتی
-
-----
-
-.. contents:: سرفصل‌ها
-    :depth: 2
-
-----
-
-
-
-انواع عددی
-
-
-در زبان پایتون دسته‌ای از انواع شی وجود دارد که برای کار با داده‌های عددی ایجاد گشته‌اند؛ از این جهت به عنوان «انواع عددی» (Numeric Types) شناخته می‌شوند. این انواع شی عبارتند از:
-
-* صحیح (Integer)
-* ممیز شناور (Floating-Point)
-* مختلط (Complex)
-* دسیمال (Decimal)
-* کسر (Fraction)
-* بولی (Boolean)
-
-*در ادامه به بررسی هر یک خواهیم پرداخت.*
-
-صحیح
--------
-این نوع از اشیا تمام اعداد مثبت و منفی بدون «ممیز اعشار» را شامل می‌شوند؛ مانند: ``1234``، ``26-`` و...
-
-*ارایه نوع عدد صحیح از موارد اختلاف در نسخه‌های 2x و 3x می‌باشد.* 
-
-**در نسخه‌های 2x** اعداد صحیح در قالب دو نوع ``int`` (با محدودیت اندازه) و ``long`` (بدون محدودیت اندازه) بیان می‌شوند::
-
-    >>> a = 3           # Python 2.x
-    >>> type(a)
-    <type 'int'>
-
-    >>> b = 3L
-    >>> type(b)
-    <type 'long'>
-
-به این صورت که اگر عدد صحیحی با حرف ``L`` (اِل بزرگ) یا ``l`` (اِل کوچک) پایان یابد؛ به صورت نوع ``long`` در نظر گرفته خواهد شد. البته توجه داشته باشید چنانچه در نوع ``int`` سرریز (`Overflow <https://en.wikipedia.org/wiki/Arithmetic_overflow>`_) رخ دهد؛ خطایی به وجود نخواهد آمد و پایتون به صورت خودکار شی نوع ``int`` را به شی‌ای از نوع ``long`` تبدیل (Convert) خواهد کرد.
-
-بیشینه و کمینه مقدار یک شی از نوع ``int`` به ترتیب با استفاده از ``sys.maxint`` و ``sys.maxint - 1 -`` قابل دریافت است که می‌توانید این مقادیر را در یک نمونه کامپیوتر با معماری ۶۴ بیتی به صورت پایین مشاهده نمایید::
-
-    >>> import sys            # Python 2.x
-
-    >>> sys.maxint
-    9223372036854775807
-    >>> type(_)               # _ is result of the last executed statement  => 9223372036854775807
-    <type 'int'>
-
-    >>> - sys.maxint - 1
-    -9223372036854775808
-
-    >>> type(sys.maxint + 1)
-    <type 'long'>
-
-
-**در نسخه‌های 3x** اعداد صحیح تنها در قالب یک نوع ``int`` (بدون محدودیت اندازه) ارایه می‌گردد و باید توجه داشت که استفاده از حرف ``L`` (یا ``l``) در پایان اعداد صحیح مجاز نمی‌باشد::
-
-    >>> a = 3                   # Python 3.x
-    >>> type(a)
-    <class 'int'>
-    
-    >>> b = 3L
-      File "<stdin>", line 1
-        b = 3L
-             ^
-    SyntaxError: invalid syntax
-    >>> 
-
-در این نسخه‌ها ``sys.maxint`` حذف شده است ولی می‌توان به جای آن از ``sys.maxsize`` استفاده کرد که مقدار آن در نمونه کامپیوتر پیش برابر پایین است::
-
-    >>> import sys              # Python 3.x
-
-    >>> sys.maxsize
-    9223372036854775807
-    >>> type(_)
-    <class 'int'>
-
-    >>> type(sys.maxsize + 1)
-    <class 'int'>
-
-
-.. note::
-    منظور از اندازه نامحدود اعداد این است که اندازه این اشیا تنها محدود به میزان حافظه‌ (Memory) آزاد بوده و تا هر اندازه‌ای که حافظه در دسترس باشد می‌توانند در محاسبات رشد داشته باشند.
-
-در هر دو شاخه از پایتون؛ اعداد صحیح را می‌توان علاوه بر پایه ده؛ در پایه دو (Binary)، پایه هشت (Octal) و پایه شانزده (Hexadecimal) نیز در نظر گرفت. به این صورت که:
-
-* **اعداد پایه دو** می‌بایست با یک ``0b`` یا ``0B`` (صفر و حرف بی کوچک یا بزرگ) آغاز گردند؛ مانند: ``0b11`` که برابر عدد ``3`` در پایه ده است::
-
-    >>> a = 0b11
-    >>> type(a)
-    <class 'int'>
-    >>> a
-    3
-
-
-* **اعداد پایه هشت** می‌بایست با یک ``0o`` یا ``0O`` (صفر و حرف اُ کوچک یا بزرگ) آغاز گردند؛ مانند: ``0o14`` که برابر عدد ``12`` در پایه ده است::
-
-    >>> a = 0o14
-    >>> type(a)
-    <class 'int'>
-    >>> a
-    12
-
-  همچنین در **نسخه‌های 2x** برای مشخص کردن عددی در این پایه می‌توان به جای ``0o`` یا ``0O``، تنها از یک صفر ``0`` استفاده کرد::
-
-      >>> 0o14    # Python 3.x and Python 2.x
-      12
-
-      >>> 014     # Python 2.x
-      12
-
-
-* **اعداد پایه شانزده** می‌بایست با یک ``0x`` یا ``0X`` (صفر و حرف اِکس کوچک یا بزرگ) آغاز گردند؛ مانند: ``0xA5`` که برابر عدد ``165`` در پایه ده است::
-
-    >>> a = 0xA5
-    >>> type(a)
-    <class 'int'>
-    >>> a
-    165
-    >>> print(a)
-    165
-
-همانطور که در نمونه کدهای بالا نیز قابل مشاهده است؛ نوع شی صحیح در پایه‌های گوناگون تفاوتی نمی‌کند (همان ``int`` است) و در پایتون تنها از یک سینتکس متفاوت برای مشخص کردن آن‌ها استفاده شده است. همچنین علاوه بر وارد کردن این اشیا در حالت تعاملی؛ تابع (یا دستور) ``print`` نیز این اشیا را به پایه ده تبدیل کرده و سپس چاپ می‌‌کند.
-
-
-برای تبدیل یک عدد صحیح در پایه ده به هر یک از این پایه‌ها می‌توانید از تابع‌های آماده ``()bin`` [`اسناد پایتون  <http://docs.python.org/3/library/functions.html#bin>`__] برای تبدیل به پایه دو، ``()oct`` [`اسناد پایتون  <http://docs.python.org/3/library/functions.html#oct>`__] برای تبدیل به پایه هشت و ``()hex`` [`اسناد پایتون  <http://docs.python.org/3/library/functions.html#hex>`__] برای تبدیل به پایه شانزده استفاده نمایید. تنها توجه داشته باشید که خروجی هر یک از این تابع‌ها به صورت یک شی از نوع رشته یا String برگردانده می‌شود و نه یک نوع عددی::
-
-    >>> a = 3
-    >>> b = bin(a)
-    >>> b
-    '0b11'
-    >>> type(b)
-    <class 'str'>
-
-    >>> a = 12
-    >>> b = oct(a)
-    >>> b
-    '0o14'
-    >>> type(b)
-    <class 'str'>
-
-    >>> a = 165
-    >>> b = hex(a)
-    >>> b
-    '0xa5'
-    >>> type(b)
-    <class 'str'>
-
-و برای برگرداندن پایه اعداد صحیح به پایه ده می‌توان از کلاس ``()int`` [`اسناد پایتون  <http://docs.python.org/3/library/functions.html#int>`__] استفاده کرد. آرگومان‌های نمونه این کلاس به صورت ``(int(str, base`` می‌باشد؛ آرگومان یکم: str می‌بایست یک «رشته عددی» یعنی یک عدد صحیح (در هر پایه‌ای) داخل نمادهای نقل قول (Quotation) باشد که آرگومان دوم، پایه (Base) آن را مشخص می‌کند. در نهایت این کلاس یک شی ``int`` متناظر با آرگومان یکم ولی در پایه ده را برمی‌گرداند::
-
-    >>> a = 165
-
-    >>> type(a)
-    <class 'int'>
-
-    >>> b = hex(a)          # Converted to hexadecimal
-    >>> b
-    '0xa5'
-
-    >>> type(b)
-    <class 'str'>
-
-    >>> int(b, 16)           # str='0xa5' base=16
-    165
-
-    >>> type(int(b, 16))
-    <class 'int'>
-
-
-
-توجه داشته باشید که می‌توان اعداد را بدون حرف مشخص کننده پایه (``0x`` ``0o`` ``0b``) به این کلاس ارسال کنیم. همچنین از این کلاس می‌توان برای تبدیل **نوع** رشته‌های عددی در پایه ده به **عدد صحیح** استفاده کرد. مقدار پیش‌فرض آرگومان پایه ``10`` است؛ بنابراین در هنگام ارسال اعداد در این پایه، نیازی به ذکر پایه ``10`` نمی‌باشد::
-
-
-    >>> int("A5", 16)    # 0xA5
-    165
-
-::
-
-    >>> a = "56"
-    >>> int(a, 10)
-    56
-    >>> int(a)
-    56
-
-::
-
-    >>> int()
-    0
-
-*()int بدون آرگومان یک شی صفر از نوع صحیح را برمی‌گرداند.*
-
-.. note::
-    منظور از «رشته عددی»، رشته‌ای است که به گونه‌ای بتوان آن را به یک عدد ارزیابی نمود. مانند: ``"25"``، ``"0x2F"`` و... که بدیهی است قرار دادن رشته‌هایی همچون ``"0w55"`` و... - که به هیچ شکلی نمی‌توان آن‌ها را به عددی در پایتون ارزیابی نمود - در آرگومان ``()int`` موجب بروز خطا می‌گردد.
-
-با تفاوت شیوه ارایه نوع اعداد صحیح در بین نسخه‌های 2x و 3x پایتون آشنا شده‌ایم. فقط باید توجه داشت که در **نسخه‌های 2x**  پایتون؛ کلاس ``()int`` [`اسناد پایتون  <http://docs.python.org/2/library/functions.html#int>`__] یک شی از نوع ``int`` را برمی‌گرداند و برای ایجاد اشیایی از نوع ``long`` کلاس مشابه دیگری با نام ``()long`` [`اسناد پایتون  <http://docs.python.org/2/library/functions.html#long>`__] در دسترس است::
-
-    >>> a = 25     # Python 2.x
-
-    >>> int(a)
-    25
-
-    >>> long(a)
-    25L
-
-در هر دو شاخه از پایتون؛ اعداد در پایه ده را می‌توان با نوع عددی - نه به شکل رشته عددی - نیز به تابع ``()int`` (یا ``()long``) ارسال نمود.
-
-
-برای به دست آوردن اندازه یا میزان حافظه گرفته شده توسط یک شی به واحد بایت (Byte) می‌توان از تابع ``()getsizeof`` [`اسناد پایتون  <http://docs.python.org/3/library/sys.html#sys.getsizeof>`__] درون ماژول ``sys`` استفاده نماییم - خروجی این تابع  برای دو شی صحیح دلخواه در یک نمونه کامپیوتر ۶۴ بیتی به صورت پایین است::
-
-    >>> import sys                # Python 3.x
-    >>> a = 1
-    >>> sys.getsizeof(a)
-    28
-    >>> sys.getsizeof(10**100)
-    72
-
-::
-
-    >>> import sys                # Python 2.x
-    >>> a = 1
-    >>> sys.getsizeof(a)
-    24
-    >>> sys.getsizeof(10**100)
-    72
-
-
-
-
-
-ممیز شناور
------------
-
-تمام اعداد مثبت و منفی که شامل یک «ممیز اعشار» هستند در پایتون به صورت اشیایی با نوع ``float`` (معادل نوع ``double`` در زبان C) ارایه می‌شوند؛ مانند: ``3.1415``، ``.5`` (برابر ``5.0``) و... ::
-
-    >>> a = 3.1415
-    >>> type(a)
-    <class 'float'>
-
-    >>> import sys
-    >>> sys.getsizeof(a)
-    24
-
-جزییات این نوع با استفاده از ``sys.float_info`` [`اسناد پایتون  <http://docs.python.org/3/library/sys.html#sys.float_info>`__] قابل مشاهده است::
-
-    >>> import sys
-    >>> sys.float_info
-    sys.float_info(max=1.7976931348623157e+308, max_exp=1024, max_10_exp=308, min=2.2250738585072014e-308, min_exp=-1021, min_10_exp=-307, dig=15, mant_dig=53, epsilon=2.220446049250313e-16, radix=2, rounds=1)
-
-گاهی برای نمایش اعداد از شیوه «نماد علمی» (`Scientific Notation <https://en.wikipedia.org/wiki/Scientific_notation>`_) استفاده می‌شود؛ در پایتون هم می‌توان از حرف ``E`` یا ``e`` که معادل «ضرب در ۱۰ به توانِ» می‌باشد، برای این منظور استفاده کرد.
-
-.. raw:: html
-
-    <div style="text-align:justify;margin-bottom:24px">برای نمونه: عبارت <code class="docutils literal"><span dir="ltr">4 × 10<sup>5</sup></span></code>، به شکل <code class="docutils literal">4E5</code> یا <code class="docutils literal">4e5</code> بیان می‌شود. پایتون این نوع اعداد را نیز در قالب اعداد ممیز شناور (اشیایی از نوع <code class="docutils literal">float</code>) ارايه می‌دهد:</div>
-
-::
-
-    >>> 3e2
-    300.0
-
-    >>> type(3e2)
-    <class 'float'>
-
-    >>> 3e-2
-    0.03
-
-    >>> 3e+2
-    300.0
-
-می‌توان از کلاس ``()float`` [`اسناد پایتون  <http://docs.python.org/3/library/functions.html#float>`__] برای تبدیل اعداد یا رشته‌های عددی به یک شی ممیز شناور استفاده کرد::
-
-    >>> a = 920
-
-    >>> type(a)
-    <class 'int'>
-
-    >>> float(a)
-    920.0
-
-    >>> type(float(a))
-    <class 'float'>
-
-    >>> float("920")
-    920.0
-
-    >>> float("3e+2")
-    300.0
-
-::
-
-    >>> float()
-    0.0
-
-*()float بدون آرگومان یک شی صفر از نوع ممیز شناور را برمی‌گرداند.*
-
-چنانچه عددی از نوع ممیز شناور در آرگومان کلاس ``()int`` قرار بگیرد؛ تنها بخش صحیح عدد برگردانده می‌شود::
-
-    >>> a = 2.31
-    >>> type(a)
-    <class 'float'>
-
-    >>> int(a)
-    2
-    >>> type(int(a))
-    <class 'int'>
-
-    >>> int(3.9)
-    3
-
-با استفاده از کلاس ``()float`` می‌توانیم اشیایی با مقدارهای مثبت و منفی «بی‌نهایت» (infinity) برابر: ``inf`` یا ``infinity`` و «تعریف نشده» (Not a Number) برابر: ``NaN`` ایجاد نماییم - چگونگی کوچک یا بزرگ نوشتن حروف این کلمه‌ها تفاوتی در آن‌ها ایجاد نمی‌کند::
-
-    >>> a = float('infinity')
-    >>> a = float('inf')
-    >>> a
-    inf
-
-    >>> b = float('-infinity')
-    >>> b = float('-inf')
-    >>> b
-    -inf
-
-    >>> c = float('NaN')
-    >>> c
-    nan
-
-::
-
-    >>> a = float('inf')
-
-    >>> 5 / a
-    0.0
-
-    >>> a / a
-    nan
-
-::
-
-    >>> a = float('inf')
-    >>> b = float('inf')
-    >>> a == b
-    True
-
-    >>> a = float('nan')
-    >>> b = float('nan')
-    >>> a == b
-    False
-
-*دو شی NaN با یکدیگر برابر نیستند.*
-
-برای بررسی اینکه مقدار یک شی «بی‌نهایت» یا «تعریف نشده» است؛ می‌توان به ترتیب از تابع‌های ``()isinf`` [`اسناد پایتون  <http://docs.python.org/3/library/math.html#math.isinf>`__] و ``()isnan`` [`اسناد پایتون  <http://docs.python.org/3/library/math.html#math.isnan>`__] درون ماژول ``math`` استفاده نماییم::
-
-    >>> a = float('inf')
-    >>> b = float('nan')
-
-    >>> import math
-
-    >>> math.isinf(a)
-    True
-    >>> math.isnan(b)
-    True
-
-
-مختلط
---------
-
-همانطور که می‌دانیم اعداد مختلط (`Complex Numbers <https://en.wikipedia.org/wiki/Complex_number>`_) از یک بخش حقیقی (Real) و یک بخش موهومی (Imaginary) تشکیل شده‌اند. این اعداد در پایتون الگویی برابر ``RealPart + ImaginaryPart j`` دارند که حرف ``j`` نشانگر «واحد موهومی» است. این اعداد در پایتون توسط اشیایی با نوع ``complex`` ارایه می‌شوند::
-
-    >>> a = 3 + 4j
-    >>> type(a)
-    <class 'complex'>
-
-    >>> import sys
-    >>> sys.getsizeof(a)
-    32
-
-
-از کلاس ``()complex`` [`اسناد پایتون  <http://docs.python.org/3/library/functions.html#complex>`__] می‌توان برای ایجاد یک شی ``complex`` استفاده کرد. این کلاس الگویی مشابه ``(complex(real, imag`` دارد؛ آرگومان‌های نمونه real و imag بیانگر اعدادی هستند که به ترتیب قرار است در بخش‌های حقیقی و موهومی عدد مختلط مورد نظر وجود داشته باشند. اگر هر کدام از آرگومان‌ها ارسال نگردند به صورت پیش‌فرض صفر در نظر گرفته خواهند شد::
-
-    >>> a = 3
-    >>> b = 4
-
-    >>> type(a)
-    <class 'int'>
-    >>> type(b)
-    <class 'int'>
-
-    >>> complex(a, b)
-    (3+4j)
-
-    >>> type(complex(a, b))
-    <class 'complex'>
-
-::
-
-    >>> complex(3, 4)
-    (3+4j)
-
-    >>> complex(3)
-    (3+0j)
-
-    >>> complex(0, 4)
-    4j
-
-    >>> complex(4j)
-    4j
-
-::
-
-    >>> a = 3 + 4j
-    >>> a
-    (3+4j)
-
-    >>> a = 3.2 + 4j
-    >>> a
-    (3.2+4j)
-
-    >>> a = 3.0 + 4j
-    >>> a
-    (3+4j)
-
-    >>> a = 3.0 + 4.0j
-    >>> a
-    (3+4j)
-
-همچنین با استفاده از دو صفت ``real`` و ``imag`` می‌توان بخش‌های حقیقی و موهومی هر شی ``complex`` را به دست آورد. توجه داشته باشید که جدا از این که اعداد از چه نوعی در تشکیل یک نوع مختلط شرکت کرده باشند؛ بخش‌های عدد مختلط به صورت عدد ممیز شناور تفکیک می‌گردند::
-
-    >>> a = 3 + 4j
-
-    >>> a.real
-    3.0
-    >>> a.imag
-    4.0
-
-``()complex`` توانایی دریافت یک رشته عددی و تبدیل آن به عدد مختلط را نیز دارد. تنها باید توجه داشت که نباید داخل این رشته هیچ فضای خالی وجود داشته باشد::
-
-    >>> a = "3+4j"
-
-    >>> type(a)
-    <class 'str'>
-
-    >>> complex(a)
-    (3+4j)
-
-    >>> a = "3"
-    >>> complex(a)
-    (3+0j)
-
-    >>> type(complex(a))
-    <class 'complex'>
-
-::
-
-    >>> a = "3 + 4j"
-    >>> complex(a)
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-    ValueError: complex() arg is a malformed string
-    >>> 
-
-.. note::
-    امکان قرار دادن رشته عددی (مختلط) یا خود شی عدد مختلط در آرگومان کلاس‌های ``()int`` (یا ``()long``) و ``()float`` وجود ندارد و موجب بروز خطا می‌شود.
-
-
-
-دسیمال
---------
-
-اساس طراحی این نوع برای استفاده در مواقعی است که خطا نوع ممیز شناور قابل گذشت نیست [`PEP 327 <http://www.python.org/dev/peps/pep-0327>`_] مانند توسعه برنامه حسابداری. مفسر پایتون برای ارایه نوع ممیز شناور به کامپیوتر از کدگذاری Binary Floating-Point (`استاندارد IEEE 754 <https://en.wikipedia.org/wiki/IEEE_floating_point>`_) استفاده می‌کند. این کدگذاری اعداد در پایه ده که مورد نظر کاربر هستند را - مانند ``0.1`` - به شکل دقیق ارایه نمی‌دهد؛ به عنوان نمونه عدد  ``0.1`` برابر با عددی نزدیک به ``0.10000000000000001`` در محاسبات کامپیوتر شرکت داده می‌شود؛ هر چند که این عدد بسیار نزدیک به ``0.1`` است ولی به هر حال خود آن نیست!. این موضوع ممکن است در برخی موارد موجب خطا منطقی در برنامه گردد::
-
-    >>> a = 0.1 + 0.1 + 0.1
-    >>> a == 0.3
-    False
-    >>> a
-    0.30000000000000004
-
-
-*در نمونه کد بالا کاربر انتظار دارد که عبارت سطر دوم با ارزش درستی True ارزیابی گردد که این اتفاق نمی‌افتد.*
-
-در پایتون نوع دسیمال  با ایجاد شی از کلاس  ``Decimal`` درون  ماژول ``decimal`` در دسترس قرار گرفته است [`اسناد پایتون  <http://docs.python.org/3/library/decimal.html>`__]. به نمونه کد پایین توجه نمایید::
-
-    >>> import decimal
-
-    >>> a = decimal.Decimal('0.1')
-    >>> b = decimal.Decimal('0.3')
-    
-    >>> b == a + a + a
-    True
-
-    >>> type(a)
-    <class 'decimal.Decimal'>
-
-    >>> a
-    Decimal('0.1')
-
-    >>> print(a)
-    0.1
-
-    >>> import sys
-    >>> sys.getsizeof(a)
-    104
-
-
-به شیوه‌های گوناگونی می‌توان شی دسیمال ایجاد کرد:
-
-.. code-block:: python
-    :linenos:
-
-    a = decimal.Decimal(23)                  # Creates Decimal("23")
-    b = decimal.Decimal("23.45")             # Creates Decimal("23.45")
-    c = decimal.Decimal("2345e-2")           # Creates Decimal("23.45")
-    d = decimal.Decimal((1,(2,3,4,5),-2))    # Creates Decimal("-23.45")
-    e = decimal.Decimal("infinity")
-    f = decimal.Decimal("NaN")
-
-* از آنجا که نوع ممیز شناور دقیق نیست؛ این اعداد را حتما به صورت رشته به ``Decimal`` ارسال نمایید (سطر دوم).
-* اعداد را می‌توان به صورت یک شی تاپل (Tuple) - ساختاری مشابه: (... ,Ο, Ο, Ο) - ارسال کرد (سطر چهارم). شیوه نماد علمی را به یاد بیاورید؛ تاپل مورد نظر باید ساختاری مشابه الگو ``(sign, digits, exponent)`` داشته باشد که در آن sign مثبت بودن (توسط عدد صفر) یا منفی بودن (توسط عدد یک) را مشخص می‌کند، digits خود تاپلی است که رقم‌های دخیل را بیان می‌کند و exponent نیز بیانگر همان توان است.
-
-میزان دقت (Precision) و عمل گرد کردن (Rounding) اعداد از نوع دسیمال با استفاده از یک شی ``Context`` قابل کنترل است؛ این شی یک سری اطلاعات پیکربندی را در اختیار اشیا دسیمال قرار می‌دهد که برای دسترسی به آن باید از  تابع ``()getcontext`` [`اسناد پایتون  <http://docs.python.org/3/library/decimal.html#decimal.getcontext>`__] درون ماژول ``decimal`` استفاده کرد. تابع ``()getcontext`` شی ``Context`` اشیا دسیمال جاری برنامه را برمی‌گرداند. در برنامه‌نویسی چندنخی (Multithreading) هر نخ (thread) شی ``Context`` خاص خود را دارد؛ بنابراین این تابع شی ``Context`` مربوط به نخ فعال را برمی‌گرداند::
-
-    >>> import decimal
-
-    >>> a = decimal.Decimal('3.45623')
-    >>> b = decimal.Decimal('0.12')
-
-    >>> a + b
-    Decimal('3.57623')
-
-    >>> print(a + b)
-    3.57623
-
-    >>> ctx = decimal.getcontext()
-    >>> type(ctx)
-    <class 'decimal.Context'>
-
-    >>> ctx.prec = 1
-    >>> a + b
-    Decimal('4')
-
-    >>> ctx.prec = 2
-    >>> a + b
-    Decimal('3.6')
-
-    >>> ctx.prec = 3
-    >>> a + b
-    Decimal('3.58')
-
-
-همانطور که در نمونه کد بالا مشاهده می‌شود دقت محاسبات اعداد دسیمال را می‌توان با استفاده از صفت ``prec`` شی ``Context`` به شکل دلخواه تنظیم نمود؛ مقدار پیش‌فرض این صفت ``28`` است. بدیهی است برای اینکه اعداد در محدوده دقت کوچکتری نسبت به طول خود قرار بگیرند نیاز به گرد شدن دارند؛ برای تنطیم عمل گرد کردن در اعداد دسیمال نیز از صفت ``rounding`` که مقدار پیش‌فرض آن ``"ROUND_HALF_EVEN"`` است، استفاده می‌شود::
-
-    >>> a = decimal.Decimal('2.0')
-    >>> b = decimal.Decimal('0.52')
-
-    >>> ctx.prec
-    28
-    >>> ctx.rounding
-    'ROUND_HALF_EVEN'
-
-    >>> print(a + b)
-    2.52
-
-    >>> ctx.prec = 2
-
-    >>> print(a + b)
-    2.5
-
-    >>> ctx.rounding = "ROUND_CEILING"
-
-    >>> print(a + b)
-    2.6
-
-صفت ``rounding`` می‌بایست حاوی مقادیر ثابتی به شرح پایین باشد:
-
-* **ROUND_CEILING** - گرد کردن به سمت مثبت بی‌نهایت: یعنی برای اعداد **مثبت** ارقام خارج از محدوده حذف می‌گردند و آخرین رقم باقی مانده یک واحد افزایش می‌یابد مثلا عدد ``2.52`` به ``2.6`` گرد می‌شود. برای اعداد منفی نیز تنها اعداد خارج از محدوده حذف می‌گردند مثلا عدد ``2.19-`` به ``2.1-`` گرد می‌شود.
-* **ROUND_FLOOR** - گرد کردن به سمت منفی بی‌نهایت: یعنی برای اعداد **منفی** ارقام خارج از محدوده حذف می‌گردند و آخرین رقم باقی مانده یک واحد افزایش می‌یابد مثلا عدد ``2.52-`` به ``2.6-`` گرد می‌شود. برای اعداد مثبت نیز تنها اعداد خارج از محدوده حذف می‌گردند مثلا عدد ``2.19`` به ``2.1`` گرد می‌شود.
-* **ROUND_DOWN** - گرد کردن به سمت صفر: یعنی برای اعداد مثبت و منفی تنها ارقام خارج از محدوده حذف می‌گردند مثلا عدد ``2.58`` به ``2.5`` و عدد ``2.58-`` به ``2.5-`` گرد می‌شود.
-* **ROUND_UP** - گرد کردن به دور از صفر: یعنی برای اعداد مثبت و منفی ارقام خارج از محدوده حذف می‌گردند و آخرین رقم باقی مانده یک واحد افزایش می‌یابد مثلا عدد ``2.52`` به ``2.6`` و عدد ``2.52-`` به ``2.6-`` گرد می‌شود.
-* **ROUND_HALF_DOWN** - اگر رقم ابتدایی بخش حذف شده بزرگتر از ``5`` باشد به روش ROUND_UP و در غیر این صورت به روش ROUND_DOWN گرد می‌گردد. مثلا عدد ``2.58`` به ``2.6`` و عدد ``2.55`` به ``2.5`` گرد شده و همینطور عدد ``2.58-`` به ``2.6-`` و عدد ``2.55-`` به ``2.5-`` گرد می‌شود.
-* **ROUND_HALF_UP** - اگر رقم ابتدایی بخش حذف شده بزرگتر یا برابر ``5`` باشد به روش ROUND_UP و در غیر این صورت به روش ROUND_DOWN گرد می‌گردد. مثلا عدد ``2.55`` به ``2.6`` و عدد ``2.51`` به ``2.5`` گرد شده - همینطور عدد ``2.55-`` به ``2.6-`` و عدد ``2.51-`` به ``2.5-`` گرد می‌کند.
-* **ROUND_HALF_EVEN** - همانند ROUND_HALF_DOWN است ولی در مواقعی که رقم ابتدایی بخش حذف شده برابر ``5`` باشد رفتار آن متفاوت می‌شود: در این حالت اگر آخرین رقم باقی مانده زوج باشد به شیوه ROUND_DOWN و اگر فرد باشد به روش ROUND_UP گرد می‌گردد. مثلا عدد ``2.68`` به ``2.7``، ``2.65`` به ``2.6`` و ``2.75`` به ``2.8`` - همینطور عدد ``2.68-`` به ``2.7-``، ``2.65-`` به ``2.6-`` و ``2.75-`` به ``2.8-`` گرد می‌کند.
-* **ROUND_05UP** - اگر بر اساس روش ROUND_DOWN آخرین رقم باقی مانده ``0`` یا ``5`` باشد؛ به روش ROUND_UP و در غیر این صورت به همان شیوه ROUND_DOWN گرد می‌کند. مثلا عدد ``2.58`` به ``2.6`` و ``2.48`` به ``2.4`` - همینطور عدد ``2.58-`` به ``2.6-`` و ``2.48-`` به ``2.4-`` گرد می‌شود.
-
-ماژول ``decimal`` یا نوع دسیمال پایتون شامل جزییات و ویژگی‌های بسیار بیشتری است که برای آگاهی از آن‌ها می‌بایست صفحه مربوط به آن در `اسناد پایتون  <http://docs.python.org/3/library/decimal.html>`__ را مطالعه نمایید.
-
-
-
-کسر
-------
-
-این نوع برای پشتیبانی اعداد گویا (Rational) در پایتون ارایه شده است و با ایجاد شی از کلاس ``Fraction`` درون ماژول ``fractions`` در دسترس قرار می‌گیرد [`اسناد پایتون  <http://docs.python.org/3/library/fractions.html>`__]::
-
-    >>> import fractions
-
-    >>> a = 1
-    >>> b = 2
-    >>> f = fractions.Fraction(a, b)
-
-    >>> f
-    Fraction(1, 2)
-
-    >>> print(f)
-    1/2
-
-    >>> type(f)
-    <class 'fractions.Fraction'>
-
-    >>> import sys
-    >>> sys.getsizeof(f)
-    56
-
-علاوه‌بر روش بالا که به صورت مستقیم صورت و مخرج کسر  - از نوع صحیح - مشخص شده است؛ به روش‌های دیگری نیز می‌توان یک شی کسری ایجاد نمود:
-
-* از یک شی ممیز شناور - بهتر است این نوع به صورت رشته وارد شود::
-
-    >>> print(fractions.Fraction('0.5'))
-    1/2
-    >>> print(fractions.Fraction('1.1'))
-    11/10
-    >>> print(fractions.Fraction('1.5'))
-    3/2
-    >>> print(fractions.Fraction('2.0'))
-    2
-
-  ::
-
-      >>> print(fractions.Fraction(0.5))
-      Fraction(1, 2)
-
-      >>> print(fractions.Fraction(1.1))
-      2476979795053773/2251799813685248
-      >>> 2476979795053773 / 2251799813685248
-      1.1
-
-      >>> print(fractions.Fraction(1.5))
-      3/2
-
-  متد ``()limit_denominator`` می‌تواند یک شی ممیز شناور را با محدود کردن مخرج در یک مقدار بیشینه به صورت تقریبی به یک شی کسر تبدیل نماید::
-
-      >>> fractions.Fraction(1.1).limit_denominator()
-      Fraction(11, 10)
-
-  ::
-
-      >>> import math
-      >>> math.pi
-      3.141592653589793
-      >>> pi = math.pi
-      >>> fractions.Fraction(pi)
-      Fraction(884279719003555, 281474976710656)
-      >>> 884279719003555 / 281474976710656
-      3.141592653589793
-
-      >>> fractions.Fraction(pi).limit_denominator()
-      Fraction(3126535, 995207)
-      >>> 3126535 / 995207
-      3.1415926535886505
-
-      >>> fractions.Fraction(pi).limit_denominator(8)
-      Fraction(22, 7)
-      >>> 22 / 7
-      3.142857142857143
-
-      >>> fractions.Fraction(pi).limit_denominator(60)
-      Fraction(179, 57)
-      >>> 179 / 57
-      3.1403508771929824
-
-
-
-
-
-
-
-* از یک شی دسیمال::
-
-    >>> print(fractions.Fraction(decimal.Decimal('1.1')))
-    11/10
-
-* از یک رشته کسری - صورت و مخرج کسر می‌بایست از نوع صحیح باشند::
-
-    >>> print(fractions.Fraction('3/14'))
-    3/14
-
-* از یک شی کسر دیگر::
-
-    >>> f1 = fractions.Fraction(1, 2)
-    >>> f2 = fractions.Fraction(3, 5)
-    >>> fractions.Fraction(f1)
-    Fraction(1, 2)
-    >>> fractions.Fraction(f1, f2)
-    Fraction(5, 6)
-
-با استفاده از دو صفت ``numerator`` و ``denominator`` می‌توان به ترتیب به صورت و مخرج شی کسر دسترسی یافت::
-
-    >>> f = fractions.Fraction('1.5')
-    >>> f.numerator
-    3
-    >>> f.denominator
-    2
-
-از این نوع شی به سادگی می توان در انواع محاسبات ریاضی استفاده کرد؛ برای نمونه به تکه کد پایین توجه نمایید::
-
-    >>> fractions.Fraction(1, 2) + fractions.Fraction(3, 4)
-    Fraction(5, 4)
-
-    >>> fractions.Fraction(5, 16) - fractions.Fraction(1, 4)
-    Fraction(1, 16)
-
-    >>> fractions.Fraction(3, 5) * fractions.Fraction(1, 2)
-    Fraction(3, 10)
-
-    >>> fractions.Fraction(3, 16) / fractions.Fraction(1, 8)
-    Fraction(3, 2)
-
-چنانچه یک شی صحیح به شی کسر افزوده شود حاصل یک شی کسر است ولی اگر یک شی ممیز شناور به شی کسر افزوده شود حاصل یک شی از نوع ممیز شناور می‌باشد::
-
-    >>> fractions.Fraction(5, 2) + 3
-    Fraction(11, 2)
-    >>> fractions.Fraction(5, 2) + 3.0
-    5.5
-
-.. rubric:: ب.م.م
-
-ماژول ``fractions`` علاوه بر نوع کسری؛ حاوی تابع ``()gcd`` [`اسناد پایتون  <http://docs.python.org/3/library/fractions.html#fractions.gcd>`__] نیز است. این تابع «بزرگترین مقسوم‌علیه مشترک» (`GCD  <https://en.wikipedia.org/wiki/Greatest_common_divisor>`_) دو عدد را برمی‌گرداند::
-
-    >>> import fractions
-    >>> fractions.gcd(54, 24)
-    6
-
-بولی
-------
-
-کلاسی که در پایتون از آن برای ایجاد شی بولی استفاده می‌شود (``bool``) در واقع یک کلاس فرزند از کلاس اعداد صحیح (``int``) است. این نوع شی تنها می‌تواند یکی از دو مقدار ``True`` (درست) یا ``False`` (نادرست) را داشته باشد که ``True`` برابر با عدد صحیح ``1`` و ``False`` برابر با عدد صحیح ``0`` ارزیابی می‌گردد::
-
-    >>> a = True
-
-    >>> a
-    True
-
-    >>> type(a)
-    <class 'bool'>
-
-    >>> import sys
-    >>> sys.getsizeof(a)
-    28
-
-
-::
-
-    >>> int(True)
-    1
-    >>> int(False)
-    0
-    >>> float(True)
-    1.0
-    >>> complex(True)
-    (1+0j)
-
-
-::
-
-    >>> True + 1
-    2
-    >>> False + 1
-    1
-    >>> True * 25
-    25
-    >>> False * 25
-    0
-
-کلاس ``()bool`` یا متد ``()__bool__`` مقدار بولی یک شی را برمی‌گرداند [`اسناد پایتون  <http://docs.python.org/3/library/functions.html#bool>`__]::
-
-    >>> bool(0)
-    False
-    >>> bool(1)
-    True
-    >>> bool("")   # Empty String
-    False
-
-::
-
-    >>> a = 15
-    >>> a.__bool__()
-    True
-    >>> a = -15
-    >>> a.__bool__()
-    True
-    >>> a = 0
-    >>> a.__bool__()
-    False
-
-در پایتون اشیا پایین به مقدار بولی ``False`` (نادرست) ارزیابی می‌گردند:
-
-* ``None``
-* ``False``
-* شی صفر (در انواع گوناگون): ``0``، ``0.0``، ``0j``
-* تمام اشیا دنباله‌ خالی: ``""``، ``()``، ``[]``
-* شی دیکشنری خالی: ``{}``
-* شی مجموعه خالی: ``()set``
-
-*با موارد نا آشنا به مرور آشنا می‌شوید.*
-
-
-
-رشته
-------
-نوع «رشته» (String) در پایتون با قرار گرفتن دنباله‌ای از کاراکترها درون یک جفت نماد نقل قول (Quotation) تکی ``' '`` یا دو تایی ``" "`` ایجاد می‌شود؛ به مانند ``"Python Strings"`` یا ``'Python Strings'`` که تفاوتی با یکدیگر  از نظر نوع ندارند::
-
-    >>> a = "Python Strings"
-
-    >>> a
-    'Python Strings'
-
-    >>> print(a)
-    Python Strings
-
-    >>> import sys
-    >>> sys.getsizeof(a)
-    63
-
-بیشتر مواقع در حالت تعاملی نیازی به استفاده از تابع (یا دستور) ``print`` نمی‌باشد ولی باید توجه داشته باشیم که حالت تعاملی بر بدون ابهام بودن این خروجی‌ها توجه دارد بنابراین آن‌ها را با جزییات نمایش می‌دهد که مناسب برنامه‌نویس است؛ برای نمونه حتما به چگونگی نمایش انواع دسیمال و کسری توجه کرده‌اید یا در نمونه کد بالا مشاهده می‌شود که نوع رشته به همراه نماد نقل قول نمایش داده شده است یا اگر متن رشته شامل کاراکترهای Escape باشد، آن‌ها را بدون تفسیر به همان شکل به خروجی می‌فرستد. اما ``print`` توجه بر خوانایی خروجی خود دارد و تا حد امکان جزییات را پنهان می‌کند؛ در نتیجه متن تمیزتری را نمایش می‌دهد که بیشتر مناسب کاربر نهایی است.
-
-در پایتون برخلاف برخی از زبان‌ها نوع کاراکتر یا ``char`` وجود ندارد؛ در این زبان یک کاراکتر چیزی جز یک رشته با طول یک نیست.
-
-در پایتون می‌توان از نمادهای نقل قول در داخل یکدیگر نیز بهره برد؛ در این شرایط تنها می‌بایست نماد نقل قول داخلی با بیرونی متفاوت باشد. چنانچه می‌خواهید از نماد نقل قول یکسانی استفاده نمایید، باید از کاراکترهای Escape کمک بگیرید که در ادامه بررسی خواهند شد::
- 
-    >>> "aaaaaa 'bbb'"
-    "aaaaaa 'bbb'"
-    >>> 'aaaaaa "bbb"'
-    'aaaaaa "bbb"'
-
-    >>> "I'm cold!"
-    "I'm cold!"
-
-::
-
-    >>> 'I\'m cold!'
-    "I'm cold!"
-
-از درس پیش با Docstring آشنا شده‌ایم؛ در کاربردی دیگر از سه نماد نقل قول ``"""`` یا ``'''`` برای ایجاد شی رشته نیز استفاده می‌شود. مزیت این نوع رشته در این است که می‌توان متن آن را به سادگی در چند سطر و با هر میزان تورفتگی دلخواه نوشت؛ این موضوع در زمان‌هایی که قصد استفاده از کدهای خاص به مانند HTML در برنامه خود داشته باشیم، بسیار مفید خواهد بود::
-
-    >>> a = """Python"""
-    >>> a
-    'Python'
-
-::
-
-    >>> html = """
-    ... <!DOCTYPE html>
-    ... <html>
-    ...     <head>
-    ...         <title>Page Title</title>
-    ...     </head>
-    ...     <body>
-    ...         <h1>This is a Heading.</h1>
-    ...         <p>This is a paragraph.</p>
-    ...     </body>
-    ... </html>
-    ... """
-    >>> print(html)
-
-    <!DOCTYPE html>
-    <html>
-        <head>
-            <title>Page Title</title>
-        </head>
-        <body>
-            <h1>This is a Heading.</h1>
-            <p>This is a paragraph.</p>
-        </body>
-    </html>
-
-    >>> 
-
-
-
-
-رشته به عنوان دنباله‌ (Sequence)
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-برخی از انواع شی پایتون به مانند رشته، تاپل (tuple)، لیست (list) و... با عنوان **دنباله** (Sequence) نیز شناخته می‌شوند. دنباله ویژگی‌هایی دارد که در اینجا به کمک نوع رشته بررسی خواهیم کرد. رشته در واقع یک **دنباله** از کاراکترهاست در نتیجه می‌توان هر یک از اعضای این دنباله را با استفاده از اندیس (Index) موقعیت آن دستیابی نمود؛ اندیس اعضا از سمت چپ با عدد صفر شروع و به سمت راست یک واحد یک واحد افزایش می‌یابد. به عنوان نمونه برای شی ``'Python Strings'`` می‌توانیم شمای اندیس‌گذاری را به صورت پایین در نظر بگیریم::
-
-     P y t h o n   S t r i n g s
-     - - - - - - - - - - - - - -
-     0 1 2 3 4 5 6 7  ...      13
-
-برای دستیابی اعضای یک دنباله با نام ``seq`` از الگو ``[seq[i`` که ``i`` اندیس عضو مورد نظر است؛ استفاده می‌شود::
-
-    >>> a = "Python Strings"
-    >>> a[0]
-    'P'
-    >>> a[7]
-    'S'
-    >>> a[6]
-    ' '
-
-.. rubric:: چند نکته:
-
-* الگو ``[seq[-i`` اعضا دنباله را از **سمت راست** پیمایش می کند؛ اندیس سمت راست ترین عضو ``1-`` است و به ترتیب به سمت چپ یک واحد یک واحد کاهش می‌یابد.
-* الگو ``[seq[i:j`` اعضایی از دنباله را که در بازه‌ای از اندیس ``i`` تا قبل از اندیس ``j`` هستند را دستیابی می‌کند. برای بیان نقاط «از ابتدا» و «تا انتها» می‌توان به ترتیب ``i`` و ``j`` را ذکر نکرد.
-* الگو ``[seq[i:j:k`` همانند قبلی است با این تفاوت که ``k`` اندازه گام پیمایش اعضا را تعیین می‌کند.
-* با استفاده از تابع ``()len`` می‌توان تعداد اعضای یک دنباله را به دست آورد [`اسناد پایتون  <http://docs.python.org/3/library/functions.html#len>`__].
-
-::
-
-    >>> a = "Python Strings"
-
-    >>> len(a)
-    14
-
-    >>> a[-2]
-    'g'
-
-    >>> a[2:4]
-    'th'
-    >>> a[7:]
-    'Strings'
-    >>> a[:6]
-    'Python'
-    >>> a[:-1]
-    'Python String'
-
-    >>> a[2:12:3]
-    'tntn'
-    >>> a[:6:2]
-    'Pto'
-    >>> a[7::4]
-    'Sn'
-
-    >>> a[-1]
-    's'
-    >>> a[len(a)-1]
-    's'
-
-
-
-باید توجه داشت که یک شی رشته جزو انواع immutable پایتون است و مقدار (یا اعضا دنباله) آن را نمی‌توان تغییر داد؛ برای مثال نمی‌توان شی ``'Python Strings'`` به ``'Python-Strings'`` تغییر داد - برای این کار تنها می‌بایست یک شی جدید ایجاد کرد::
-
-    >>> a = "Python Strings"
-    >>> a[6] = "-"
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-    TypeError: 'str' object does not support item assignment
-
-
-عملگرها برای رشته
-~~~~~~~~~~~~~~~~~~~~
-
-با رشته‌ها نیز می‌توان از عملگرهای ``+`` (برای پیوند رشته‌ها) و ``*`` (برای تکرار رشته‌ها) بهره برد:: 
-
-    >>> a = "Python" + " " + "Strings"
-    >>> a
-    'Python Strings'
-
-    >>> "-+-" * 5
-    '-+--+--+--+--+-'
-
-برای پیوند می‌توان از عملگر ``+`` صرف نظر کرد  و تنها با کنار هم قرار دادن رشته‌ها آن‌ها را پیوند داد؛ البته این روش در مواقعی که از متغیر استفاده می‌کنید درست نمی‌باشد::
-
-    >>> "Python " "Programming " "Language"
-    'Python Programming Language'
-
-::
-
-    >>> a, b, c = "Python ", "Programming ", "Language"
-    >>> a + b + c
-    'Python Programming Language'
-
-برای بررسی برابر بودن **مقدار** دو رشته مانند دیگر اشیا می‌توان از عملگر ``==`` استفاده کرد::
-
-    >>> a = "py"
-    >>> b = "PY"    # Uppercase
-    >>> a == b
-    False
-
-از عملگرهای عضویت هم می‌توان برای بررسی وجود کاراکتر یا رشته‌ای درون رشته‌ای دیگر استفاده کرد::
-
-    >>> "n" in "python"
-    True
-    >>> "py" not in "python"
-    False
-
-
-
-کمی جلوتر خواهید دید که از عملگر ``%`` نیز برای قالب‌بندی رشته‌ها استفاده می‌گردد.
-
-کاراکترهای Escape
-~~~~~~~~~~~~~~~~~~
-
-به صورت پیش‌فرض تعدادی کاراکتر خاص تعریف شده است که می‌توان آن‌ها را درون رشته‌ها بکار برد. تمام  این کاراکترها با یک ``\`` آغاز می‌شوند به همین دلیل گاهی نیز به نام Backslash Characters خوانده می‌شوند. در واقع این کاراکترها امکانی برای درج برخی دیگر از کاراکترها هستند که نمی‌توان آن‌ها را به سادگی توسط صفحه‌کلید وارد کرد. برای نمونه یکی از کاراکترهای Escape رایج ``n\`` است که بیانگر کاراکتری با کد اسکی 10 (LF) به نام newline می‌باشد؛ ``n\`` در هر جایی از رشته (یا متن) که درج گردد در هنگام چاپ سطر جاری را پایان می‌دهد و ادامه رشته (یا متن) از سطر جدید آغاز می‌‌شود [`اسناد پایتون <http://docs.python.org/2/reference/lexical_analysis.html#string-literals>`__]::
-
-    >>> a = "Python\nProgramming\nLanguage"
-    >>> a
-    'Python\nProgramming\nLanguage'
-    >>> print(a)
-    Python
-    Programming
-    Language
-    >>> 
-
-برخی از این کاراکترها به شرح پایین است:
-
-* ``n\`` - پایان سطر جاری و رفتن به سطر جدید
-* ``t\`` - برابر کد اسکی 9 (TAB): درج هشت فاصله (کلید Space)
-* ``uxxxx\`` - درج یک کاراکتر یونیکد 16 بیتی با استفاده از مقدار هگزادسیمال (پایه شانزده) آن : ``"u067E\"``
-* ``Uxxxxxxxx\`` - درج یک کاراکتر یونیکد 32 بیتی با استفاده از مقدار هگزادسیمال (پایه شانزده) آن : ``"U0001D11E\"``
-* ``ooo\`` - درج یک کاراکتر با استفاده از مقدار اُکتال (پایه هشت) آن : ``"123\"``
-* ``xhh\`` - درج یک کاراکتر با استفاده از مقدار هگزادسیمال (پایه شانزده) آن : ``"x53\"``
-* ``'\`` - درج یک کاراکتر ``'``
-* ``"\`` - درج یک کاراکتر ``"``
-* ``\\`` - درج یک کاراکتر ``\``
-
-این ویژگی رشته‌ها گاهی موجب مشکل می‌شود؛ فرض کنید می‌خواهیم آدرس فایلی از سیستم عامل ویندوز  را چاپ نماییم::
-
-    >>> fpath = "C:\new\text\sample.txt"
-
-    >>> print(fpath)
-    C:
-    ew        ext\sample.txt
-
-برای حل مشکل نمونه کد بالا می‌توان هر جا که نیاز به ``\`` است از ``\\`` استفاده کرد: ``"C:\\new\\text\\sample.txt"``. ولی راهکار جامع‌تر ایجاد «**رشته‌های خام**» (Raw Strings) است؛ در این نوع رشته‌، کاراکترهای Escape بی‌اثر هستند. رشته خام با افزوده شدن یک حرف ``r`` یا ``R`` به ابتدای یک رشته معمولی ایجاد می‌گردد::
-
-    >>> fpath = r"C:\new\text\sample.txt"
-    >>> print(fpath)
-    C:\new\text\sample.txt
-
-
-تبدیل کد به کاراکتر و برعکس
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-می‌دانیم برای اینکه کامپیوتر بتواند کاراکتر‌ها را  درک کند نیاز به سیستم‌هایی است که آن‌ها را برای تبدیل به کدهای پایه دو کدگذاری کند؛ به مانند سیستم اَسکی (ASCII) یا سیستم‌های جامع‌تری مانند UTF-8 که تحت استاندارد یونیکد (Unicode) در دسترس است. گاهی نیاز است به این کدها دسترسی داشته باشیم و با کاراکترها بر اساس آن‌ها کار کنیم؛ برای این منظور در پایتون می‌توان از دو تابع ``()ord`` (تبدیل کد به کاراکتر) [`اسناد پایتون <http://docs.python.org/library/functions.html#ord>`__] و ``()chr`` (تبدیل کاراکتر به کد) [`اسناد پایتون <http://docs.python.org/library/functions.html#chr>`__] استفاده کرد. تابع ``()ord`` یک رشته تک کاراکتری را گرفته و یک عدد (در پایه ده) که بیانگر کد کاراکتر مورد نظر می‌باشد را برمی‌گرداند. تابع  ``()chr`` نیز کد کاراکتری (که می‌بایست عددی در پایه ده باشد) را گرفته و کاراکتر مربوط به آن را برمی‌گرداند::
-
-    >>> # Python 3.x - GNU/Linux
-
-    >>> ord("A")
-    65
-    >>> chr(65)
-    'A'
-    
-    >>> int("067E", 16)   # Hexadecimal to Decimal
-    1662
-    >>> chr(1662)         # Unicode Character:  1662 -> 067E -> 'پ'
-    'پ'
-    >>> ord(_)            # _ is result of the last executed statement  = 'پ'
-    1662
-
-    >>> ord("\U0001D11E")
-    119070
-    >>> chr(_)
-    '𝄞'
-
-
-از آنجا که **نسخه‌های 2x** پایتون به صورت پیش‌فرض از کدگذاری تحت استاندارد یونیکد پشتیبانی نمی‌کنند؛ برای گرفتن کاراکتر یونیکد (کاراکترهای خارج از محدوده اَسکی) از کد آن، می‌بایست از تابع جداگانه‌ای با نام ``()unichr`` [`اسناد پایتون <http://docs.python.org/library/functions.html#unichr>`__] استفاده نماییم::
-
-    >>> # Python 2.x - GNU/Linux
-
-    >>> ord("a")
-    97
-    >>> chr(97)
-    'a'
-
-    >>> unichr(1662)
-    u'\u067e'
-    >>> print _
-    پ
-
-    >>> ord(u"\U0001D11E")
-    119070
-    >>> unichr(_)
-    u'\U0001d11e'
-    >>> print _
-    𝄞
-
-
-
-تبدیل به نوع رشته
-~~~~~~~~~~~~~~~~~~~~
-
-برای تبدیل اشیایی از نوع دیگر به نوع رشته؛ کلاس ``()str`` [`اسناد پایتون <http://docs.python.org/library/functions.html#func-str>`__] و تابع ``()repr`` [`اسناد پایتون <http://docs.python.org/library/functions.html#repr>`__] وجود دارد. کلاس ``()str`` یک نمونه غیر رسمی (informal) از نوع شی رشته را برمی‌گرداند؛ غیر رسمی از این جهت که توسط آن جزییات شی رشته پنهان می‌شود. اما تابع ``()repr`` یک نمونه رسمی (official) از نوع رشته پایتون را برمی‌گرداند. کمی قبل‌تر راجب تفاوت خروجی ``print`` و حالت تعاملی صحبت کردیم؛  در واقع خروجی ``()str`` مناسب برای چاپ است و همانند ``print`` جزییات این نوع شی را ارایه نمی‌دهد در حالی که ``()repr`` به مانند حالت تعاملی یک ارايه (representation) کامل از شی رشته را برمی‌گرداند::
-
-    >>> str(14)
-    '14'
-    >>> repr(14)
-    '14'
-
-    >>> str(True)
-    'True'
-    >>> repr(False)
-    'False'
-
-::
-
-    >>> a = "Python Strings"
-
-    >>> str(a)
-    'Python Strings'
-    >>> repr(a)
-    "'Python Strings'"
-
-    >>> print(str(a))
-    Python Strings
-    >>> print(repr(a))
-    'Python Strings'
-
-همچنین به جای این دو می‌توانید از متدهای ``()__str__`` و ``()__repr__`` استفاده نمایید::
-
-      >>> a = 10
-      >>> a.__str__()
-      '10'
-
-
-قالب‌بندی رشته‌ (String Formatting)
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-قالب‌بندی امکانی برای جایگزین کردن یک یا چند مقدار (به بیان بهتر: شی) - گاهی همراه با اعمال تغییر دلخواه - درون یک رشته است که به دو شکل در پایتون پیاده‌سازی می‌گردد [`اسناد پایتون <http://docs.python.org/library/string.html#string-formatting>`__]:
-
-۱. قالب سنتی - با الگو  ``(s..." % (values%..."``
-
-  از دو بخش تشکیل شده است؛ بخش سمت چپ عملگر ``%``، رشته‌ای را مشخص می‌کند که شامل یک یا چند کد جایگذاری شی می‌باشد - کدهای جایگذاری همگی با یک کاراکتر ``%`` شروع می‌شوند؛ مانند: ``s%`` - و در سمت راست آن شی‌هایی برای جایگزین شدن در رشته، داخل پرانتز قرار دارد؛ این اشیا به ترتیب از سمت چپ درون رشته جایگذاری می‌گردند::
-
-      >>> "Python is %s to learn if you know %s to start!" % ("easy", "where")
-      'Python is easy to learn if you know where to start!'
-
-  برخی از کدهای جایگذاری به شرح پایین است:
-
-  * ``s%`` - جایگزینی در قالب یک رشته به شکل خروجی کلاس ``()str``
-  * ``r%`` - جایگزینی در قالب یک رشته به شکل خروجی تابع ``()repr``
-  * ``c%`` - جایگزینی در قالب یک کاراکتر: یک عدد صحیح که نشانگر کد کاراکتر می‌باشد را به کاراکتر یونیکد تبدیل کرده و درون رشته قرار می دهد.
-
-  ::
-
-      >>> "%r is a %s language." % ("Python", "programming")
-      "'Python' is a programming language."
-
-      >>> er = 1427
-      >>> "Error %s!" % (er)
-      'Error 1427!'
-
-      >>> "A, B, C, ... Y, %c" % (90)
-      'A, B, C, ... Y, Z'
-
-  * ``d%`` یا ``i%`` - جایگزینی در قالب یک عدد صحیح در پایه ده
-  * ``o%`` - جایگزینی در قالب یک عدد صحیح در پایه هشت
-  * ``x%`` - جایگزینی در قالب یک عدد صحیح در پایه شانزده با حروف کوچک
-  * ``X%`` - جایگزینی در قالب یک عدد صحیح در پایه شانزده با حروف بزرگ
-
-  ::
-
-      >>> "4 + 4 == %d" % (2*4)
-      '4 + 4 == 8'
-
-      >>> "%d" % (0b0110)
-      '6'
-
-      >>> "%d" % (12.6)
-      '12'
-
-      >>> "int('%o', 8) == %d" % (0o156, 0o156)
-      "int('156', 8) == 110"
-
-      >>> "15 == %X in HEX" % (15)
-      '15 == F in HEX'
-
-
-
-
-  * ``f%`` - جایگزینی در قالب یک عدد ممیز شناور (دقت پیش‌فرض: ۶) در پایه ده
-  * ``F%`` - همانند ``f%`` ؛ با این تفاوت که ``nan`` و ``inf`` را به شکل ``NAN`` و ``INF`` درج می‌کند.
-  * ``e%`` - جایگزینی در قالب یک عدد ممیز شناور به شکل نماد علمی با حرف کوچک
-  * ``E%`` - جایگزینی در قالب یک عدد ممیز شناور به شکل نماد علمی با حرف بزرگ
-
-  ::
-
-      >>> "%f" % (12.526)
-      '12.526000'
-
-      >>> "%f" % (122e-3)
-      '0.122000'
-
-      >>> "%E" % (12.526)
-      '1.252600E+01'
-
-  همچنین این الگو را می‌توان با استفاده از یک شی دیکشنری - این نوع شی در بخش دوم درس انواع شی بررسی می‌گردد - پیاده‌سازی نمود. در این شیوه اشیا با استفاده از کلید جایگذاری می‌گردند و دیگر ترتیب آن‌ها اهمیتی ندارد. به نمونه کد پایین توجه نمایید::
-
-      >>> '%(qty)d more %(product)s' % {'product': 'book', 'qty': 1}
-      '1 more book'  
-
-
-      >>> reply = """
-      ... Greetings...
-      ... Hello %(name)s!
-      ... Your age is %(age)s
-      ... """
-      >>> values = {'name': 'Bob', 'age': 40}
-      >>> print(reply % values)
-      
-      Greetings...
-      Hello Bob!
-      Your age is 40
-      
-      >>>
-
-  در اصل می‌توان برای بخش سمت چپ این قالب، ساختاری مانند پایین را در نظر گرفت::
-
-      %[(keyname)][flags][width][.precision]typecode
-
-
-  * در هر استفاده وجود هر یک از []ها اختیاری است یا بستگی به مورد استفاده دارد.
-  * (keyname) - درج کلید داخل پرانتز - در مواقع استفاده از شی دیکشنری آورده می‌شود.
-  * flags - می‌تواند یکی از سه نماد ``+``، ``−`` و ``0`` باشد. ``+`` موجب درج علامت عدد می‌شود (علامت اعداد منفی به صورت پیش‌فرض درج می‌گردد؛ این علامت بیشتر برای درج علامت اعداد مثبت به کار می‌رود)، ``−`` موجب چپ‌چین شدن مقدار می‌گردد (حالت پیش‌فرض راست‌چین است) و ``0`` تعیین می‌کند که فضای خالی اضافی با صفر پر گردد (در حالت پیش‌فرض Space گذاشته می‌شود).
-  * width - اندازه رشته را تعیین می‌کند؛ در مواردی که اندازه تعیین شده بیشتر از اندازه واقعی مقدار باشد، فضای اضافی را می‌توان با صفر یا فضای خالی (Space) پر کرد و البته زمانی که کمتر تعیین گردد، این گزینه نادیده گرفته می‌شود.
-  * precision. - در مورد اعداد ممیز شناور، دقت یا تعداد ارقام بعد از ممیز را تعیین می‌کند (دقت پیش‌فرض: ۶). در مواردی که تعداد تعیین شده کمتر از تعداد واقعی ارقام بعد ممیز باشد، عدد گِرد می‌گردد. به وجود ``.`` پیش از آن توجه نمایید.
-  * typecode - بیانگر همان حرف تعیین کننده نوع کد جایگذاری می‌باشد.
-  * به جای width و precision. می توان از ``*`` استفاده کرد که در این صورت عدد مربوط به آن‌ها نیز در بخش سمت راست آورده می‌شود و شی جایگزینی می‌بایست درست پس از آن ذکر گردد. این گزینه در مواقعی که لازم است این اعداد در طول اجرای برنامه تعیین گردند کاربرد دارد.
-
-
-  ::
-
-      >>> "%6d" % (256)    # typecode='d' width='6' 
-      '   256'
-
-      >>> "%-6d" % (256)   # typecode='d' width='6' flags='-'
-      '256   '
-
-      >>> "%06d" % (256)   # typecode='d' width='6' flags='0'
-      '000256'
-
-      >>> "%+d" % (256)    # typecode='d' flags='+'
-      '+256'
-
-  ::
-
-      >>> "%10f" % (3.141592653589793)      # typecode='f' width='10'
-      '  3.141593'
-
-      >>> "%10.4f" % (3.141592653589793)    # typecode='f' precision='4' width='10'
-      '    3.1416'
-
-      >>> "%10.8f" % (3.141592653589793)    # typecode='f' precision='8' width='10'
-      '3.14159265'
-
-      >>> "%-10.0f" % (3.141592653589793)   # typecode='f' precision='0' width='10' flags='-'
-      '3         '
-
-  ::
-
-      >>> "%*d" % (5, 32)                                  # typecode='d' width='5'
-      '   32'
-
-      >>> "%d %*d %d" % (1, 8, 8231, 3)
-      '1     8231 3'
-
-      >>> "%f, %.2f, %.*f" % (1/3.0, 1/3.0, 4, 1/3.0)
-      '0.333333, 0.33, 0.3333'
-
-      >>> n = """
-      ... %15s : %-10s
-      ... %15s : %-10s
-      ... """
-      >>> v = ("First name", "Richard", "Last name",  "Stallman")
-      >>> print(n % v)
-      
-           First name : Richard   
-            Last name : Stallman  
-      
-      >>> 
-
-
-        
-
-
-۲. قالب جدید، فراخوانی متد ``()format`` - با الگو ``(format(values."...{}..."``
-
-  در این قالب که در نسخه‌های 2.6، 2.7 و 3x پایتون در دسترس است؛ اشیا، آرگومان‌های یک متد مشخص هستند و با استفاده اندیس موقعیت‌ یا نام آن‌ها داخل ``{}`` در رشته جایگذاری می‌گردند::
-
-      >>> '{0} {1} {2}'.format("Python", "Programming", "Language")
-      'Python Programming Language'
-
-  ::
-
-      >>> reply = """
-      ... Greetings...
-      ... Hello {name}!
-      ... Your age is {age}
-      ... """
-      >>> print(reply.format(age=40, name='Bob'))
-
-      Greetings...
-      Hello Bob!
-      Your age is 40
-
-      >>>
-
-  ::
-
-      >>> "{0} version {v}".format("Python", v="3.4")
-      'Python version 3.4'
-
-  .. caution::
-      همانطور که در درس تابع‌ خواهیم آموخت؛ بدون نیاز به رعایت ترتیب می‌توان آرگومان‌ها را با انتساب مقدار مورد نظر به آن‌ها ارسال نمود.
-
-
-  با هر ترتیبی می‌توان اشیا را جایگذاری نمود::
-
-      >>> '{2}, {1}, {0}'.format('a', 'b', 'c')
-      'c, b, a'
-
-  از نسخه 2.7 و بالاتر چنانچه بخواهیم اشیا به ترتیبی که در آرگومان متد قرار دارد جایگذاری شوند؛ نیازی به ذکر اندیس یا نام آرگومان نمی‌باشد::
-
-      >>> '{}, {}, {}'.format('a', 'b', 'c')   # 2.7+ only
-      'a, b, c'
-
-  با آوردن یک ``*`` پشت آرگومانی که یک شی دنباله است می‌توان اعضای آن را دستیابی نمود. البته چنانچه بخواهیم از آرگومان‌های دیگری نیز استفاده کنیم لازم است آن‌ها در ابتدای متد قرار داشته باشند که در این صورت شمارش اندیس از آن‌ها شروع می‌گردد؛ به نمونه کد پایین توجه نمایید::
-
-      >>> '{2}, {1}, {0}'.format(*'abc')
-      'c, b, a'
-
-      >>> '{2}, {1}, {0}'.format(*'python')
-      't, y, p'
-
-      >>> '{2}, {1}, {0}'.format('z', *'abc')
-      'b, a, z'
-
-
-  بخش درون رشته این قالب نیز ساختاری مشابه پایین دارد::
-
-      {fieldname !conversionflag :formatspec}
-
-  * fieldname - اندیس یا نام آرگومان است.
-  * conversionflag! - می‌تواند یکی از حروف ``r`` و ``s`` باشد که به ترتیب ``()repr`` و ``()str`` را بر روی شی فراخوانی می‌کنند. توجه داشته باشید که این حروف با ``!`` شروع می‌شوند::
-
-      >>> "repr() shows quotes: {!r}; str() doesn't: {!s}".format('test1', 'test2')
-      "repr() shows quotes: 'test1'; str() doesn't: test2"
-
-  * formatspec: - چگونگی درج شی در رشته را تعیین می‌کند. با ``:`` شروع می‌شود و خود ساختاری به مانند پایین دارد::
-
-      [[fill]align][sign][#][0][width][,][.precision][typecode]
-
-    * در هر استفاده وجود هر یک از []ها اختیاری است یا بستگی به مورد استفاده دارد.
-    * fill - می‌تواند هر کاراکتر قابل چاپی باشد - از این گزینه برای پر کردن فضای خالی که توسط width ایجاد گردیده، استفاده می‌شود.
-    * align - می‌تواند یکی از کاراکترهای ``<``، ``>`` یا ``^`` باشد که به ترتیب بیانگر حالت راست‌چین، چپ‌چین و وسط‌چین می‌باشند. width نیز پس از آن‌ها آورده می‌شود که میزان اندازه رشته را تعیین می‌کند.
-
-    ::
-
-        >>> '{0:<30}'.format('left aligned')     # align='<' width='30'
-        'left aligned                  '
-
-        >>> '{0:>30}'.format('right aligned')    # align='>' width='30'
-        '                 right aligned'
-
-        >>> '{0:^30}'.format('centered')         # align='^' width='30'
-        '           centered           '
-
-        >>> '{0:*^30}'.format('centered')        # align='^' width='30' fill='*'
-        '***********centered***********'
-
-    * sign - برای نمایش علامت اعداد کاربرد دارد و می‌تواند یکی از  نمادهای ``+``، ``−`` یا یک فضا خالی (Space) باشد. به این صورت که: ``+`` علامت تمام اعداد مثبت و منفی را درج می‌کند و ``−`` نیز تنها موجب درج علامت اعداد منفی می‌شود. در صورت استفاده از فضای خالی، علامت اعداد منفی درج شده ولی به جای علامت اعداد مثبت یک کاراکتر فضای خالی وارد می‌شود.
-
-    ::
-
-        >>> '{0:+f}; {1:+f}'.format(3.14, -3.14)   # typecode='f' sign='+'
-        '+3.140000; -3.140000'
-
-        >>> '{0:-f}; {1:-f}'.format(3.14, -3.14)   # typecode='f' sign='-'
-        '3.140000; -3.140000'
-
-        >>> '{0: f}; {1: f}'.format(3.14, -3.14)   # typecode='f' sign=' '
-        ' 3.140000; -3.140000'
-
-    * برخلاف قالب سنتی، می‌توان  تبدیل پایه دو را هم داشته باشیم. تبدیل پایه در این قالب با استفاده از حروف ``b`` (پایه دو)، ``o`` (حرف اُ کوچک - پایه هشت) و ``x`` یا ``X`` (پایه شانزده) انجام می‌شود. چنانچه یک نماد ``#`` به پیش از آن‌ها افزوده شود، پیشوند پایه نیز درج می‌گردد::
-
-        >>> "int: {0:d};  hex: {0:x};  oct: {0:o};  bin: {0:b}".format(42)
-        'int: 42;  hex: 2a;  oct: 52;  bin: 101010'
-
-        >>> "int: {0:d};  hex: {0:#x};  oct: {0:#o};  bin: {0:#b}".format(42)
-        'int: 42;  hex: 0x2a;  oct: 0o52;  bin: 0b101010'
-
-    * با استفاده از یک ``,`` (کاما Comma) می‌توان یک عدد را سه رقم سه رقم از سمت راست جدا نمود::
-
-        >>> '{0:,}'.format(1234567890)
-        '1,234,567,890'
-
-    * بخش‌هایی از قالب سنتی در این قالب نیز تعریف شده‌ است. گزینه‌های precision ،typecode. و width به همان صورتی هستند که در قالب سنتی بیان گشته است. البته موارد typecode کمی کمتر است؛ به عنوان نمونه در این قالب کد ``i`` وجود ندارد و تنها می‌توان از ``d`` برای اعداد صحیح در پایه ده استفاده کرد::
-
-        >>> '{0:06.2f}'.format(3.14159)    # width='6' precision='.2' typecode='f'  and [0]
-        '003.14'
-        >>> '{0:^8.2f}'.format(3.14159)    # align='^'
-        '  3.14  '
-
-    * برای بیان درصد می‌توان از ``%`` به جای ``f`` استفاده کرد::
-
-        >>> points = 19.5
-        >>> total = 22
-        >>> 'Correct answers: {0:.2%}'.format(points/total)
-        'Correct answers: 88.64%'
-
-
-    * در قالب سنتی با استفاده از ``*`` می‌توانستیم گزینه‌های خود را در طرف دیگر مقداردهی نماییم؛ در قالب جدید برای این منظور می‌توان مانند کاری که برای جایگذاری اشیا انجام می‌دادیم، از ``{ }`` استفاده کرده و مقدار گزینه‌ها را در جایگاه آرگومان متد تعریف نماییم::
-
-        >>> text = "Right"
-        >>> align = ">"
-        >>> '{0:{fill}{align}16}'.format(text, fill=align, align=align)
-        '>>>>>>>>>>>Right'
-
-
-f-string
-~~~~~~~~~~
-
-از نسخه پایتون 3.6 یک امکان جدید و بسیار جالب در بحث قالب‌بندی رشته‌ها ارايه شده است که با عنوان ``f-string`` شناخته می‌شود [`PEP 498 <https://www.python.org/dev/peps/pep-0498//>`__].
-
-ساختار همان ساده شده حالت ``()str.format`` می‌باشد::
-
-  >>> name = "Saeid"
-  >>> age = 32
-  >>> f"Hello, {name}. You are {age}."
-  'Hello, Saeid. You are 32.'
-  >>> 
-
-یعنی اگر در ابتدای یک متن، حرف ``f`` یا ``F`` قرار دهیم، آنگاه می‌توانیم متغیرها یا عبارات خود را مستقیم در داخل آن - با استفاده از ``{}`` - قرار بدهیم::
-
-  >>> f"{2 * 37}"
-  '74'
-
-بدیهی است که متغیرها (- یا نتیجه حاصل عبارات) یا اشیای مورد استفاده در شیوه **f-string** در نهایت برای قرار گرفتن درون متن یا رشته مورد نظر می‌بایست به نوع رشته تبدیل شوند. در این شیوه به صورت پیش‌فرض متد ``()__str__`` برای تبدیل به نوع رشته فراخوانی می‌شود ولی می‌توان با قرار دادن نشانگر ``r!`` در انتهای شی مورد نظر، تعیین کرد که متد ``()__repr__`` فراخوانی شود::
-
-  >>> name = 'Saeid'
-  >>> print(f'My name is {name}')
-  My name is Saeid
-  >>> print(f'My name is {name!r}')
-  My name is 'Saeid'
-  >>> 
-
-در این شیوه می‌توان از نماد ``{}`` در خارج از اصول قالب‌بندی استفاده کرد ولی باید توجه داشت که هر دو نماد ``{{}}`` به عنوان یک ``{}`` در نظر گرفته می‌شود. وجود سه ``{{{}}}`` نیز در حکم همان دو تا می‌باشد::
-
-  >>> f'{{{{32}}}}'
-  '{{32}}'
-  >>> f'{{{32}}}'
-  '{32}'
-  >>> f'{{32}}'
-  '{32}'
-  >>> f'{32}'
-  '32'
-
-:: 
-
-  >>> print(f'{{My name}} is {name}')
-  {My name} is Saeid
-
-  >>> print(f'{{My name}} is {{name}}')  # NOTE!
-  {My name} is {name}
-
-  >>> print(f'{{My name}} is {{{name}}}')
-  {My name} is {Saeid} 
-
-  >>> print(f'{{My name}} is {{{{name}}}}')  # NOTE!
-  {My name} is {{name}}
-
-
-
-در نمونه کد پایین یک تابع را مستقیم در داخل متن موجود فراخوانی می‌کنیم::
-
-  >>> def to_lowercase(input):
-  ...     return input.lower()
-  ... 
-  >>> 
-  >>> name = "Eric Idle"
-  >>> 
-  >>> f"{to_lowercase(name)} is funny."
-  'eric idle is funny.'
-
-::
-
-  >>> f"{name.lower()} is funny."
-  'eric idle is funny.' 
-  >>> 
-
-
-همچنین می‌توانیم هر یک از اشیا مورد استفاده در درون متن را با شیوه خاص آن شی، با قرار دادن یک ``:`` به صورت جداگانه قالب‌بندی نماییم::
-
-
-  >>> a_float_number = 5.236501
-  >>> print(f'{a_float_number:.4f}')
-  5.2365
-  >>> print(f'{a_float_number:.2f}')
-  5.24
-  >>> 
-
-::
-
-  >>> a_int_number = 16
-  >>> print(f'{a_int_number:05d}')
-  00016
-  >>> 
-
-::
-
-  >>> import datetime
-  >>> now = datetime.datetime.now()
-  >>> print(f'{now:%Y-%m-%d %H:%M}')
-  2019-10-20 10:37
-
-در دروس آینده در مورد ماژول ``datetime`` صحبت خواهیم کرد. [`اسناد پایتون <https://docs.python.org/3/library/datetime.html>`__] 
-
-
-
-
-
-
-
-برخی از متدهای کاربردی یک شی رشته
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-* ``()capitalize`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.capitalize>`__] - یک کپی از رشته که نخستین حرف آن به صورت بزرگ (Capital) نوشته شده است را برمی‌گرداند::
-
-    >>> a = "python string methods"
-    >>> a.capitalize()
-    'Python string methods'
-
-* ``(center(width`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.center>`__] - یک عدد صحیح که تعیین کننده اندازه رشته است گرفته و رشته را به صورت وسط‌چین شده درون این بازه برمی‌گرداند. در صورتی که اندازه تعیین شده کوچکتر از اندازه واقعی رشته (``(len(string``) باشد؛ رشته بدون تغییر بازگردانده می‌شود. این متد یک آرگومان اختیاری هم دارد که توسط آن می‌توان کاراکتری را برای پر کردن فضای خالی تعیین نمود::
-
-    >>> a = "python"
-
-    >>> a.center(25)
-    '          python         '
-
-    >>> a.center(25, "-")
-    '----------python---------'
-
-  دو متد مشابه دیگر با الگو ``(rjust(width`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.rjust>`__] و ``(ljust(width`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.ljust>`__] نیز هستند که به ترتیب برای راست‌چین و چپ‌چین کردن متن رشته استفاده می‌شوند::
-
-      >>> a.rjust(25)
-      '                   python'
-
-      >>> a.ljust(25, ".")
-      'python...................'
-
-
-* ``(count(sub`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.count>`__] - یک رشته را گرفته و تعداد وقوع آن در رشته اصلی را برمی‌گرداند. این متد دو آرگومان اختیاری نیز دارد ``[[start[, end,]`` که می‌توان نقطه شروع و پایان عمل این متد را مشخص نمود::
-
-    >>> a = "python string methods"
-
-    >>> a.count("t")
-    3
-    >>> a.count("tho")
-    2
-    >>> a.count("tho", 15)              # start=15
-    1
-    >>> a.count("tho", 0, len(a)-1)     # start=0 end=20 -> len(a)==21 : 0 ... 20
-    2
-
-* ``(endswith(suffix`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.endswith>`__] - یک رشته را گرفته و چنانچه رشته اصلی با آن پایان یافته باشد مقدار ``True`` و در غیر این صورت ``False`` را برمی‌گرداند. این متد دو آرگومان اختیاری نیز دارد ``[[start[, end,]`` که می‌توان نقطه شروع و پایان عمل این متد را مشخص نمود::
-
-    >>> a = "Wikipedia, the free encyclopedia."
-
-    >>> a.endswith(",")
-    False
-    >>> a.endswith(",", 0 , 10)    # start=0 end=10
-    True
-    >>> a.endswith("pedia.", 14)   # start=14
-    True
-
-* ``(find(sub`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.find>`__] - یک رشته را گرفته و اندیس شروع آن را برای **نخستین** وقوع درون رشته اصلی برمی‌گرداند؛ در صورتی که آرگومان دریافتی در رشته اصلی یافت نشود مقدار ``1-`` برگردانده می‌شود. این متد دو آرگومان اختیاری نیز دارد ``[[start[, end,]`` که می‌توان نقطه شروع و پایان عمل این متد را مشخص نمود::
-
-    >>> a = "python programming language"
-
-    >>> a.find("language")
-    19
-    >>> a.find("p")
-    0
-    >>> a.find("p", 6)               # start=6
-    7
-    >>> a.find("g", 18, len(a)-1)    # start=18 end=27-1
-    22
-    >>> a.find("saeid")
-    -1 
-
-  متد مشابه دیگری نیز با الگو ``(rfind(sub`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.rfind>`__] وجود دارد؛ ولی با این تفاوت که اندیس شروع آرگومان دریافتی را برای **آخِرین** وقوع درون رشته اصلی برمی‌گرداند::
-
-      >>> a.rfind("p")
-      7
-      >>> a.rfind("p", 6)
-      7
-      >>> a.rfind("g", 18, len(a)-1)
-      25
-      >>> a.rfind("saeid")
-      -1
-
-  در صورتی که نیازی به اندیس ندارید و تنها می‌خواهید وجود یک رشته را درون رشته‌ای مشخص بررسی نمایید؛ از عملگر ``in`` استفاده کنید::
-
-      >>> "language" in a
-      True
-      >>> "p" in a
-      True
-      >>> "saeid" in a
-      False
-
-* ``(index(sub`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.index>`__] - همانند متد ``(find(sub`` است با این تفاوت که اگر آرگومان دریافتی در رشته اصلی یافت نشود یک خطا ``ValueError`` را گزارش می‌دهد::
-
-    >>> a = "python programming language"
-
-    >>> a.index("python")
-    0
-    >>> a.index("python", 6)
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-    ValueError: substring not found
-
-  متد دیگری نیز با الگو ``(rindex(sub`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.rindex>`__] وجود دارد که مانند ``(rfind(sub`` عمل می‌کند ولی با این تفاوت که اگر آرگومان دریافتی در رشته اصلی یافت نشود یک خطا ``ValueError`` را گزارش می‌دهد::
-
-      >>> a.rindex("g", 18, len(a)-1)
-      25
-
-
-
-* ``(join(iterable`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.join>`__] - یک دنباله با اعضایی تمام از نوع رشته را به صورت آرگومان دریافت می‌کند و با استفاده از رشته اصلی اعضای آن‌ را به یکدیگر پیوند داده و برمی‌گرداند::
-
-    >>> a = "-*-"
-
-    >>> a.join("python")
-    'p-*-y-*-t-*-h-*-o-*-n'
-
-    >>> a.join(['p', 'y', 't', 'h', 'o', 'n'])   # get a list of strings
-    'p-*-y-*-t-*-h-*-o-*-n'
-
-* ``(split(sep`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.split>`__] - یک کاراکتر را دریافت کرده و رشته را بر اساس آن از هم جدا کرده و به صورت یک شی لیست (list) برمی‌گرداند. این متد یک آرگومان اختیاری نیز دارد که می توان تعداد عمل جداسازی را تعیین نمود::
-
-    >>> a = "p-y-t-h-o-n"
-
-    >>> a.split()
-    ['p-y-t-h-o-n']
-
-    >>> a.split("-")
-    ['p', 'y', 't', 'h', 'o', 'n']
-
-    >>> a.split("-", 2)
-    ['p', 'y', 't-h-o-n']
-
-    >>> '1,2,,3,'.split(',')
-    ['1', '2', '', '3', '']
-
-  متد مشابه دیگری نیز با الگو ``(rsplit(sep`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.rsplit>`__] وجود دارد ولی با این تفاوت که رشته را از سمت راست پیمایش می‌کند::
-
-      >>> a.rsplit("-")
-      ['p', 'y', 't', 'h', 'o', 'n']
-
-      >>> a.rsplit("-", 2)
-      ['p-y-t-h', 'o', 'n']
-
-* ``(replace(old, new`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.replace>`__] - دو رشته به صورت آرگومان دریافت می‌کند؛ در تمام رشته اصلی بخش‌هایی که برابر مقدار آرگومان ``old``  هستند را با آرگومان ``new`` جایگزین می‌کند و سپس رشته جدید را برمی‌گرداند. این متد یک آرگومان اختیاری نیز دارد که می‌توان تعداد عمل جایگزینی را تعیین نمود::
-
-    >>> a = "He has a blue house and a blue car!"
-
-    >>> a.replace("blue", "red")
-    'He has a red house and a red car!'
-
-    >>> a.replace("blue", "red", 1)
-    'He has a red house and a blue car!'
-
-
-* ``()lower`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.lower>`__] - تمام حروف الفبا انگلیسی موجود در رشته را به حرف **کوچک** تبدیل می‌کند و برمی‌گرداند::
-
-    >>> "CPython-3.4".lower()
-    'cpython-3.4'
-
-
-  برعکس؛ متد ``()upper`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.upper>`__] تمام حروف الفبا انگلیسی موجود در رشته را به حرف **بزرگ** تبدیل می‌کند و برمی‌گرداند::
-
-    >>> "CPython-3.4".upper()
-    'CPYTHON-3.4'
-
-* ``()islower`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.islower>`__] - اگر رشته حداقل شامل یکی از حروف الفبا انگلیسی بوده و تمام حروف الفبا آن به صورت **کوچک** باشند مقدار ``True`` و در غیر این صورت ``False`` را برمی‌گرداند::
-
-    >>> "python".islower()
-    True
-    >>> "python-3.4".islower()
-    True
-    >>> "Python".islower()
-    False
-
-
-  برعکس؛ متد ``()isupper`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.isupper>`__] اگر رشته حداقل شامل یکی از حروف الفبا انگلیسی بوده و تمام حروف الفبا آن به صورت **بزرگ** باشند مقدار ``True`` و در غیر این صورت ``False`` را برمی‌گرداند::
-
-    >>> "python".isupper()
-    False
-    >>> "Python".isupper()
-    False
-    >>> "PYTHON".isupper()
-    True
-    >>> "PYTHON-3.4".isupper()
-    True
-
-
-* ``()isalpha`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.isalpha>`__] - اگر رشته حداقل شامل یک کاراکتر بوده و تمام کاراکترهای آن تنها یکی از حروف الفبا انگلیسی (کوچک یا بزرگ) باشند مقدار ``True`` و در غیر این صورت ``False`` را برمی‌گرداند::
-
-    >>> "python".isalpha()
-    True
-    >>> "python34".isalpha()
-    False
-    >>> "python 34".isalpha()
-    False
-
-
-* ``()isalnum`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.isalnum>`__] - اگر رشته حداقل شامل یک کاراکتر بوده و تمام کاراکترهای آن تنها یکی از عددهای ``0`` تا ``9`` یا حروف الفبا انگلیسی (کوچک یا بزرگ) باشند مقدار ``True`` و در غیر این صورت ``False`` را برمی‌گرداند::
-
-    >>> "python34".isalnum()
-    True
-    >>> "python3.4".isalnum()
-    False
-    >>> "python-34".isalnum()
-    False
-
-
-* ``()isdigit`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.isdigit>`__] - اگر رشته حداقل شامل یک کاراکتر بوده و تمام کاراکترهای آن تنها یکی از عددهای ``0`` تا ``9`` باشند مقدار ``True`` و در غیر این صورت ``False`` را برمی‌گرداند::
-
-    >>> "python34".isdigit()
-    False
-    >>> "34".isdigit()
-    True
-    >>> "3.4".isdigit()
-    False
-
-
-
-انواع رشته
-~~~~~~~~~~~~
-
-چگونگی ارايه نوع رشته از موارد اختلاف اساسی در نسخه‌های 2x و 3x پایتون است. 
-
-در **نسخه‌های 2x** یک نوع جامع ``str`` که محدود به کدگذاری ASCII است؛ هر دو قالب رشته‌های معمولی و داده‌های باینری (متن‌های کدگذاری شده، فایل‌های مدیا و پیام‌های شبکه) را  در بر می‌گیرد - رشته باینری با یک حرف b در آغاز آن‌ مشخص می‌گردد. در این سری از نسخه‌ها نوع دیگری نیز با نام ``unicode`` وجود دارد که رشته‌های خارج از محدوده کدگذاری ASCII را در بر می‌گیرد؛ برای ایجاد این نوع اشیا می‌بایست رشته مورد نظر با یک حرف ``u`` آغاز گردد::
-
-    >>> # python 2.x
-
-    >>> a = "python"
-    >>> type(a)
-    <type 'str'>
-
-    >>> a = b"python"
-    >>> type(a)
-    <type 'str'>
-
-    >>> a = u"python"
-    >>> type(a)
-    <type 'unicode'>
-
-علاوه‌بر قرار دادن حرف ``u`` در ابتدای رشته برای ایجاد رشته یونیکد، می‌توان از تابع ``()unicode`` [`اسناد پایتون <http://docs.python.org/2/library/functions.html#unicode>`__] نیز با مشخص کردن سیستم کدگذاری استفاده کرد::
-
-    >>> # python 2.x
-
-    >>> u = unicode("python", "utf-8")
-
-    >>> type(u)
-    <type 'unicode'>
-
-    >>> u
-    u'python'
-
-    >>> print u
-    python
-
-    >>> fa = u"پ"
-    >>> fa
-    u'\u067e'
-    >>> print fa
-    پ
-
-
-
-بنابراین انواع رشته در پایتون 2x:
-
-* رشته‌های معمولی (محدود به کدگذاری اَسکی) + داده‌های باینری: ``str``
-* رشته‌های یونیکد : ``unicode``
-
-ولی در **نسخه‌های 3x** رشته توسط سه نوع ارایه می‌گردد. اکنون کدگذاری پیش‌فرض کاراکترها در پایتون از ASCII بسیار گسترده‌تر شده است و از استاندارد یونیکد پشتیبانی می‌کند بنابراین نوع ``str`` به تنهایی می‌تواند تقریبا تمامی کاراکترهای دنیا را شامل شود و دیگر نیازی به نوع جداگانه و استفاده از حرف ``u`` برای مشخص کردن رشته‌های یونیکد نیست؛ بنابراین در این نسخه‌ها برای تمام رشته‌های اسکی و یونیکد تنها یک نوع ``str`` ارایه شده است. تغییر دیگری نیز رخ داده که نوع داده باینری از رشته‌های معمولی جدا شده است و توسط نوع جدیدی با نام ``bytes`` ارایه می‌گردد::
-
-    >>> # Python 3.x
-
-    >>> a = "python"
-    >>> type(a)
-    <class 'str'>
-
-    >>> a = b"python"
-    >>> type(a)
-    <class 'bytes'>
-
-    >>> a = u"python"
-    >>> type(a)
-    <class 'str'>
-
-
-بنابراین انواع رشته در پایتون 3x:
-
-* رشته‌های معمولی (اَسکی و یونیکد): ``str``
-* داده‌های باینری: ``bytes``
-* نوع تغییر پذیر (Mutable) برای داده‌های باینری: ``bytearray`` - این نوع در واقع یک دنباله تغییر پذیر از نوع ``bytes`` است که در نسخه‌های 2.6 و 2.7 نیز در دسترس است.
-
-
-در پایتون 3x برای ایجاد نوع ``bytes`` علاوه‌بر حرف ``b`` می‌توان از کلاس ``()bytes`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#bytes>`__] نیز استفاده کرد که در آرگومان این کلاس برای نوع رشته لازم است که سیستم کدگذاری آن را نیز مشخص نماییم؛ داده‌های عددی را نیز بهتر است به شکل یک شی لیست ارسال نماییم::
-
-    >>> # Python 3.x
-
-::
-
-    >>> b = b"python"
-    >>> b
-    b'python'
-
-::
-
-    >>> b = bytes("python", "utf-8")
-    >>> b
-    b'python'
-
-    >>> c = bytes([97])
-    >>> c
-    b'a'
-
-اکنون برای تبدیل نوع ``bytes`` به ``str`` نیاز به کدگشایی یا Decode کردن داده‌ها داریم؛ این کار را می‌توان با استفاده از متد ``()decode`` یا کلاس ``()str`` با مشخص کردن سیستم کدگشایی به انجام رساند::
-
-    >>> type(b)
-    <class 'bytes'>
-
-    >>> print(b)
-    b'python'
-
-    >>> b.decode("utf-8")
-    'python'
-
-    >>> str(b, "utf-8")
-    'python'
-
-
-همانند کلاس ``()bytes`` این بار برای ایجاد نوع ``bytearray`` از کلاس ``()bytearray`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#bytearray>`__] استفاده می‌شود::
-
-    >>> # Python 3.x
-
-    >>> b = bytearray("python", "utf-8")
-
-    >>> b
-    bytearray(b'python')
-
-    >>> print(b)
-    bytearray(b'python')
-
-    >>> b[0]
-    112
-    >>> b[0] = 106           # 106='j'
-
-    >>> b.decode("utf-8")
-    'jython'
-    >>> str(b, "utf-8")
-    'jython'
-
-
-
-|
-
-----
-
-:emoji-size:`😊` امیدوارم مفید بوده باشه
-
-`لطفا دیدگاه و سوال‌های مرتبط با این درس خود را در کدرز مطرح نمایید. <http://coderz.ir/python-tutorial-object-types-1/>`_
-
-
diff --git a/source/lessons/l07-numeric-types-in-python.rst b/source/lessons/l07-numeric-types-in-python.rst
new file mode 100644
index 0000000..5ed21cc
--- /dev/null
+++ b/source/lessons/l07-numeric-types-in-python.rst
@@ -0,0 +1,842 @@
+.. role:: emoji-size
+
+.. meta::
+  :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس هفتم: انواع داده در پایتون، عددی
+  :keywords: آموزش انواع عددی در پایتون، اعداد صحیح (integer) در پایتون، ممیز شناور float و double در پایتون، آموزش اعداد مختلط در پایتون (Complex Numbers)، نوع بولین bool یا boolean در پایتون، آموزش نوع داده کسر (fractions) در پایتون، آموزش نوع داده دسیمال (decimal) در پایتون، ب م م در پایتون
+
+
+.. _lesson-07.1: 
+
+درس ۰۷: انواع داده در پایتون: عددی
+===========================================================
+
+.. figure:: /_static/pages/07-python-built-in-data-types-0.jpg
+    :align: center
+    :alt: انواع داده در پایتون: عددی
+    :class: page-image
+
+    Photo by `Mick Haupt <https://unsplash.com/photos/ePHz9WOME0c>`__
+
+
+پایتون هر «نوع داده» (Data Type) را توسط یک کلاس ارایه می‌دهد؛ بنابراین هر داده یک نمونه یا یک شی از کلاسی مشخص است. هر چند برنامه‌نویس نیز می‌تواند با تعریف کلاس، نوع دلخواه خود را داشته باشد ولی در این درس می‌خواهیم درباره آن بخشی از انواع داده یا انواع شی‌ای که به شکل آماده (Built-in) در اختیار مفسر زبان پایتون قرار داده شده است صحبت کنیم. 
+
+در این بخش از درس هفتم تنها به بررسی «انواع شی عددی» در پایتون پرداخته می‌شود و انواع باقی مانده دیگر توسط بخش‌های بعدی بررسی خواهند شد. 
+
+با اینکه تلاش شده است جزییات کامل باشند ولی در برخی بخش‌ها مطالعه اسناد رسمی پایتون می‌تواند اطلاعات کامل‌تری را در اختیار شما قرار دهد. در مواقع بسیاری از تابع‌های آماده پایتون استفاده خواهد شد که ممکن است جزییاتی بیشتر از آنچه در این درس بیان می‌شود را داشته باشند؛ به همین دلیل لینک تعریف آن‌ها در اسناد پایتون نیز ارایه گشته است. نکته مهم در مطالعه این درس بررسی نمونه کدهاست که گاهی درک توضیحی که داده شده است بدون دقت در این نمونه کدها ناممکن خواهد بود.
+
+
+:emoji-size:`✔` سطح: مقدماتی
+
+----
+
+.. contents:: سرفصل‌ها
+    :depth: 2
+
+----
+
+
+.. _python-numeric-types: 
+
+انواع عددی
+---------------
+
+
+در زبان پایتون دسته‌ای از انواع شی وجود دارد که برای کار با داده‌های عددی ایجاد گشته‌اند؛ از این جهت به عنوان «انواع عددی» (Numeric Types) شناخته می‌شوند. این انواع شی عبارتند از:
+
+* صحیح (Integer)
+* ممیز شناور (Floating-Point)
+* مختلط (Complex)
+* دسیمال (Decimal)
+* کسر (Fraction)
+* بولی (Boolean)
+
+*در ادامه به بررسی هر یک خواهیم پرداخت.*
+
+
+.. _python-integer-numbers: 
+
+صحیح (Integer)
+---------------------
+
+
+این نوع از اشیا تمام اعداد مثبت و منفی بدون «ممیز اعشار» را شامل می‌شوند؛ مانند: ``1234``، ``26-`` و...
+
+از نسخه 3.0 پایتون اعداد صحیح تنها در قالب یک نوع ``int`` (بدون محدودیت اندازه) ارایه می‌گردد و::
+
+
+    >>> type(-3)
+    <class 'int'>
+
+    >>> a = 3
+    >>> type(a)
+    <class 'int'>
+
+اکنون در پایتون هیچ محدودیتی برای طول اعداد صحیح وجود ندارد، اما در صورت نیاز می‌توان با استفاده از ``sys.maxsize``، مقدار مرسوم برای بیشینه مقدار این دست از اعداد را به دست آورد::
+
+    >>> import sys
+
+    >>> sys.maxsize
+    9223372036854775807
+    >>> type(_)
+    <class 'int'>
+
+    >>> type(sys.maxsize + 1)
+    <class 'int'>
+
+
+.. note::
+    منظور از اندازه نامحدود اعداد این است که اندازه این اشیا تنها محدود به میزان حافظه‌ (Memory) آزاد بوده و تا هر اندازه‌ای که حافظه در دسترس باشد می‌توانند در محاسبات رشد داشته باشند.
+
+اعداد صحیح را می‌توان علاوه بر پایه ده؛ در پایه دو (Binary)، پایه هشت (Octal) و پایه شانزده (Hexadecimal) نیز در نظر گرفت. به این صورت که:
+
+* **اعداد پایه دو** می‌بایست با یک ``0b`` یا ``0B`` (صفر و حرف بی کوچک یا بزرگ) آغاز گردند؛ مانند: ``0b11`` که برابر عدد ``3`` در پایه ده است::
+
+    >>> a = 0b11
+    >>> type(a)
+    <class 'int'>
+    >>> a
+    3
+
+
+* **اعداد پایه هشت** می‌بایست با یک ``0o`` یا ``0O`` (صفر و حرف اُ کوچک یا بزرگ) آغاز گردند؛ مانند: ``0o14`` که برابر عدد ``12`` در پایه ده است::
+
+    >>> a = 0o14
+    >>> type(a)
+    <class 'int'>
+    >>> a
+    12
+
+* **اعداد پایه شانزده** می‌بایست با یک ``0x`` یا ``0X`` (صفر و حرف اِکس کوچک یا بزرگ) آغاز گردند؛ مانند: ``0xA5`` که برابر عدد ``165`` در پایه ده است::
+
+    >>> a = 0xA5
+    >>> type(a)
+    <class 'int'>
+    >>> a
+    165
+    >>> print(a)
+    165
+
+همانطور که در نمونه کدهای بالا نیز قابل مشاهده است؛ نوع شی صحیح در پایه‌های گوناگون تفاوتی ندارند (همان ``int`` است) و در پایتون تنها از یک سینتکس متفاوت برای مشخص کردن آن‌ها استفاده شده است. همچنین در هنگام وارد کردن این اشیا در حالت تعاملی یا استفاده از تابع ``print``، این اشیا در پایه ده نمایش داده می‌شوند.
+
+
+برای تبدیل یک عدد صحیح از پایه ده به هر یک از این پایه‌ها می‌توانید از تابع‌های آماده ``()bin`` [`اسناد پایتون  <http://docs.python.org/3/library/functions.html#bin>`__] برای تبدیل به پایه دو، ``()oct`` [`اسناد پایتون  <http://docs.python.org/3/library/functions.html#oct>`__] برای تبدیل به پایه هشت و ``()hex`` [`اسناد پایتون  <http://docs.python.org/3/library/functions.html#hex>`__] برای تبدیل به پایه شانزده استفاده نمایید. تنها توجه داشته باشید که خروجی هر یک از این تابع‌ها به صورت یک شی از نوع رشته یا String برگردانده می‌شود و نه یک نوع عددی::
+
+    >>> a = 3
+    >>> b = bin(a)
+    >>> b
+    '0b11'
+    >>> type(b)
+    <class 'str'>
+
+    >>> a = 12
+    >>> b = oct(a)
+    >>> b
+    '0o14'
+    >>> type(b)
+    <class 'str'>
+
+    >>> a = 165
+    >>> b = hex(a)
+    >>> b
+    '0xa5'
+    >>> type(b)
+    <class 'str'>
+
+و برای برگرداندن پایه اعداد صحیح به پایه ده می‌توان از کلاس ``()int`` [`اسناد پایتون  <http://docs.python.org/3/library/functions.html#int>`__] استفاده کرد. آرگومان‌های نمونه این کلاس به صورت ``(int(str, base`` می‌باشد؛ آرگومان یکم: str می‌بایست یک «رشته عددی» یعنی یک عدد صحیح (در هر پایه‌ای) داخل نمادهای نقل قول (Quotation) باشد که آرگومان دوم، پایه (Base) آن را مشخص می‌کند. در نهایت این کلاس یک شی ``int`` متناظر با آرگومان یکم ولی در پایه ده را برمی‌گرداند::
+
+    >>> a = 165
+
+    >>> type(a)
+    <class 'int'>
+
+    >>> b = hex(a)          # Converted to hexadecimal
+    >>> b
+    '0xa5'
+
+    >>> type(b)
+    <class 'str'>
+
+    >>> int(b, 16)           # str='0xa5' base=16
+    165
+
+    >>> type(int(b, 16))
+    <class 'int'>
+
+
+
+توجه داشته باشید که می‌توان اعداد را بدون حرف مشخص کننده پایه (``0x`` ``0o`` ``0b``) به این کلاس ارسال کنیم. همچنین از این کلاس می‌توان برای تبدیل **نوع** رشته‌های عددی در پایه ده به **عدد صحیح** استفاده کرد. مقدار پیش‌فرض آرگومان پایه ``10`` است؛ بنابراین در هنگام ارسال یک رشته عددی در این پایه، نیازی به ذکر پایه ``10`` نمی‌باشد::
+
+
+    >>> int("A5", 16)    # 0xA5
+    165
+
+::
+
+    >>> a = "56"
+
+    >>> type(a)
+    <class 'str'>
+
+    >>> int(a, 10)
+    56
+    >>> int(a)
+    56
+
+    >>> type(int(a))
+    <class 'int'>
+
+::
+
+    >>> int()
+    0
+
+*()int بدون آرگومان یک شی صفر از نوع صحیح را برمی‌گرداند.*
+
+.. note::
+    منظور از «رشته عددی»، رشته‌ای است که به گونه‌ای بتوان آن را به یک عدد ارزیابی نمود. مانند: ``"25"``، ``"0x2F"`` و... که بدیهی است قرار دادن رشته‌هایی همچون ``"0w55"`` و... - که به هیچ شکلی نمی‌توان آن‌ها را به عددی در پایتون ارزیابی نمود - در آرگومان ``()int`` موجب بروز خطا می‌گردد.
+
+
+همچنین برای به دست آوردن اندازه یا میزان حافظه گرفته شده توسط یک شی به واحد بایت (Byte) می‌توان از تابع ``()getsizeof`` [`اسناد پایتون  <http://docs.python.org/3/library/sys.html#sys.getsizeof>`__] درون ماژول ``sys`` استفاده نماییم - خروجی این تابع  برای دو شی صحیح دلخواه در یک نمونه کامپیوتر ۶۴ بیتی به صورت پایین است::
+
+    >>> import sys
+
+    >>> a = 1
+    >>> sys.getsizeof(a)
+    28
+    >>> sys.getsizeof(10**100)
+    72
+
+    >>> s = "1"
+    >>> sys.getsizeof(s)
+    50
+
+
+.. admonition:: تمرین
+    
+    برنامه‌ای بنویسید که حاصل جمع  تمام اعداد صحیح از یک تا 100 را محاسبه و در قالب یک عدد صحیح در خروجی نمایش دهد.
+       
+
+    ** `راهنمای ریاضی  <https://www.cuemath.com/sum-of-natural-numbers-formula/>`__
+
+
+.. _python-float-numbers: 
+
+ممیز شناور (float)
+----------------------
+
+تمام اعداد مثبت و منفی که شامل یک «ممیز اعشار» هستند در پایتون به صورت اشیایی با نوع ``float`` (معادل نوع ``double`` در زبان C) ارایه می‌شوند؛ مانند: ``3.1415``، ``.5`` (برابر ``5.0``) و... ::
+
+    >>> a = 3.1415
+    >>> type(a)
+    <class 'float'>
+
+    >>> import sys
+    >>> sys.getsizeof(a)
+    24
+
+جزییات این نوع با استفاده از ``sys.float_info`` [`اسناد پایتون  <http://docs.python.org/3/library/sys.html#sys.float_info>`__] قابل مشاهده است::
+
+    >>> import sys
+    >>> sys.float_info
+    sys.float_info(max=1.7976931348623157e+308, max_exp=1024, max_10_exp=308, min=2.2250738585072014e-308, min_exp=-1021, min_10_exp=-307, dig=15, mant_dig=53, epsilon=2.220446049250313e-16, radix=2, rounds=1)
+
+گاهی برای نمایش اعداد از شیوه «نماد علمی» (`Scientific Notation <https://en.wikipedia.org/wiki/Scientific_notation>`_) استفاده می‌شود؛ در پایتون هم می‌توان از حرف ``E`` یا ``e`` که معادل «ضرب در ۱۰ به توانِ» می‌باشد، برای این منظور استفاده کرد.
+
+.. raw:: html
+
+    <div style="text-align:justify;margin-bottom:24px">برای نمونه: عبارت <code class="docutils literal"><span dir="ltr">4 × 10<sup>5</sup></span></code>، به شکل <code class="docutils literal">4E5</code> یا <code class="docutils literal">4e5</code> بیان می‌شود. پایتون این نوع اعداد را نیز در قالب اعداد ممیز شناور (اشیایی از نوع <code class="docutils literal">float</code>) ارايه می‌دهد:</div>
+
+::
+
+    >>> 3e2
+    300.0
+
+    >>> type(3e2)
+    <class 'float'>
+
+    >>> 3e-2
+    0.03
+
+    >>> 3e+2
+    300.0
+
+می‌توان از کلاس ``()float`` [`اسناد پایتون  <http://docs.python.org/3/library/functions.html#float>`__] برای تبدیل اعداد یا رشته‌های عددی به یک شی ممیز شناور استفاده کرد::
+
+    >>> a = 920
+
+    >>> type(a)
+    <class 'int'>
+
+    >>> float(a)
+    920.0
+
+    >>> type(float(a))
+    <class 'float'>
+
+    >>> float("920")
+    920.0
+
+    >>> float("3e+2")
+    300.0
+
+::
+
+    >>> float()
+    0.0
+
+*()float بدون آرگومان یک شی صفر از نوع ممیز شناور را برمی‌گرداند.*
+
+چنانچه عددی از نوع ممیز شناور در آرگومان کلاس ``()int`` قرار بگیرد؛ تنها بخش صحیح عدد برگردانده می‌شود::
+
+    >>> a = 2.31
+    >>> type(a)
+    <class 'float'>
+
+    >>> int(a)
+    2
+    >>> type(int(a))
+    <class 'int'>
+
+    >>> int(3.9)
+    3
+
+با استفاده از کلاس ``()float`` می‌توانیم اشیایی با مقدارهای مثبت و منفی «بی‌نهایت» (infinity) برابر: ``inf`` یا ``infinity`` و «تعریف نشده» (Not a Number) برابر: ``NaN`` ایجاد نماییم - چگونگی کوچک یا بزرگ نوشتن حروف این کلمه‌ها تفاوتی در آن‌ها ایجاد نمی‌کند::
+
+    >>> a = float('infinity')
+    >>> a = float('inf')
+    >>> a
+    inf
+
+    >>> b = float('-infinity')
+    >>> b = float('-inf')
+    >>> b
+    -inf
+
+    >>> c = float('NaN')
+    >>> c
+    nan
+
+::
+
+    >>> a = float('inf')
+
+    >>> 5 / a
+    0.0
+
+    >>> a / a
+    nan
+
+::
+
+    >>> a = float('inf')
+    >>> b = float('inf')
+    >>> a == b
+    True
+
+    >>> a = float('nan')
+    >>> b = float('nan')
+    >>> a == b
+    False
+
+*دو شی NaN با یکدیگر برابر نیستند.*
+
+برای بررسی اینکه مقدار یک شی «بی‌نهایت» یا «تعریف نشده» است؛ می‌توان به ترتیب از تابع‌های ``()isinf`` [`اسناد پایتون  <http://docs.python.org/3/library/math.html#math.isinf>`__] و ``()isnan`` [`اسناد پایتون  <http://docs.python.org/3/library/math.html#math.isnan>`__] درون ماژول ``math`` استفاده نماییم::
+
+    >>> a = float('inf')
+    >>> b = float('nan')
+
+    >>> import math
+
+    >>> math.isinf(a)
+    True
+    >>> math.isnan(b)
+    True
+
+
+.. _python-complex-numbers: 
+
+مختلط (Complex)
+---------------------
+
+همانطور که می‌دانیم اعداد مختلط (`Complex Numbers <https://en.wikipedia.org/wiki/Complex_number>`_) از یک بخش حقیقی (Real) و یک بخش موهومی (Imaginary) تشکیل شده‌اند. این اعداد در پایتون الگویی برابر ``RealPart + ImaginaryPart j`` دارند که حرف ``j`` نشانگر «واحد موهومی» است. این اعداد در پایتون توسط اشیایی با نوع ``complex`` ارایه می‌شوند::
+
+    >>> a = 3 + 4j
+    >>> type(a)
+    <class 'complex'>
+
+    >>> import sys
+    >>> sys.getsizeof(a)
+    32
+
+
+از کلاس ``()complex`` [`اسناد پایتون  <http://docs.python.org/3/library/functions.html#complex>`__] می‌توان برای ایجاد یک شی ``complex`` استفاده کرد. این کلاس الگویی مشابه ``(complex(real, imag`` دارد؛ آرگومان‌های نمونه real و imag بیانگر اعدادی هستند که به ترتیب قرار است در بخش‌های حقیقی و موهومی عدد مختلط مورد نظر وجود داشته باشند. اگر هر کدام از آرگومان‌ها ارسال نگردند به صورت پیش‌فرض صفر در نظر گرفته خواهند شد::
+
+    >>> a = 3
+    >>> b = 4
+
+    >>> type(a)
+    <class 'int'>
+    >>> type(b)
+    <class 'int'>
+
+    >>> complex(a, b)
+    (3+4j)
+
+    >>> type(complex(a, b))
+    <class 'complex'>
+
+::
+
+    >>> complex(3, 4)
+    (3+4j)
+
+    >>> complex(3)
+    (3+0j)
+
+    >>> complex(0, 4)
+    4j
+
+    >>> complex(4j)
+    4j
+
+::
+
+    >>> a = 3 + 4j
+    >>> a
+    (3+4j)
+
+    >>> a = 3.2 + 4j
+    >>> a
+    (3.2+4j)
+
+    >>> a = 3.0 + 4j
+    >>> a
+    (3+4j)
+
+    >>> a = 3.0 + 4.0j
+    >>> a
+    (3+4j)
+
+همچنین با استفاده از دو صفت ``real`` و ``imag`` می‌توان بخش‌های حقیقی و موهومی هر شی ``complex`` را به دست آورد. توجه داشته باشید که جدا از این که اعداد از چه نوعی در تشکیل یک نوع مختلط شرکت کرده باشند؛ بخش‌های عدد مختلط به صورت عدد ممیز شناور تفکیک می‌گردند::
+
+    >>> a = 3 + 4j
+
+    >>> a.real
+    3.0
+    >>> a.imag
+    4.0
+
+``()complex`` توانایی دریافت یک رشته عددی و تبدیل آن به عدد مختلط را نیز دارد. تنها باید توجه داشت که نباید داخل این رشته هیچ فضای خالی وجود داشته باشد::
+
+    >>> a = "3+4j"
+
+    >>> type(a)
+    <class 'str'>
+
+    >>> complex(a)
+    (3+4j)
+
+    >>> a = "3"
+    >>> complex(a)
+    (3+0j)
+
+    >>> type(complex(a))
+    <class 'complex'>
+
+::
+
+    >>> a = "3 + 4j"
+    >>> complex(a)
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+    ValueError: complex() arg is a malformed string
+    >>> 
+
+.. note::
+    امکان قرار دادن رشته عددی (مختلط) یا خود شی عدد مختلط در آرگومان کلاس‌های ``()int`` و ``()float`` وجود ندارد و موجب بروز خطا می‌شود.
+
+.. _python-decimal-numbers: 
+
+دسیمال (Decimal)
+-----------------------
+
+اساس طراحی این نوع برای استفاده در مواقعی است که خطا نوع ممیز شناور قابل گذشت نیست [`PEP 327 <http://www.python.org/dev/peps/pep-0327>`_] مانند توسعه برنامه حسابداری. 
+
+در علوم کامپیوتر برای ارایه نوع ممیز شناور به کامپیوتر از کدگذاری Binary Floating-Point (`استاندارد IEEE 754 <https://en.wikipedia.org/wiki/IEEE_floating_point>`_) استفاده می‌شود. این کدگذاری اعداد را به شکل دقیق ارایه نمی‌دهد؛ به عنوان نمونه عدد  ``0.1`` برابر با عددی نزدیک به ``0.10000000000000001`` در محاسبات کامپیوتر شرکت داده می‌شود؛ هر چند که این عدد بسیار نزدیک به ``0.1`` است ولی به هر حال خود آن نیست!. این موضوع ممکن است در برخی موارد موجب خطا منطقی در برنامه گردد::
+
+    >>> a = 0.1 + 0.1 + 0.1
+    >>> a == 0.3
+    False
+    >>> a
+    0.30000000000000004
+
+
+*در نمونه کد بالا کاربر انتظار دارد که عبارت سطر دوم با ارزش درستی True ارزیابی گردد که این اتفاق نمی‌افتد.*
+
+در پایتون نوع دسیمال  با ایجاد شی از کلاس  ``Decimal`` درون  ماژول ``decimal`` در دسترس خواهد بود [`اسناد پایتون  <http://docs.python.org/3/library/decimal.html>`__]. به نمونه کد پایین توجه نمایید::
+
+
+    >>> from decimal import Decimal
+
+    >>> a = Decimal('0.1')
+    >>> a
+    Decimal('0.1')
+
+::
+
+    >>> import decimal
+
+    >>> a = decimal.Decimal('0.1')
+    >>> b = decimal.Decimal('0.3')
+    
+    >>> b == a + a + a
+    True
+
+    >>> type(a)
+    <class 'decimal.Decimal'>
+
+    >>> a
+    Decimal('0.1')
+
+    >>> print(a)
+    0.1
+
+    >>> import sys
+    >>> sys.getsizeof(a)
+    104
+
+
+به شیوه‌های گوناگونی می‌توان شی دسیمال ایجاد کرد:
+
+.. code-block:: python
+    :linenos:
+
+    a = Decimal(23)                  # Creates Decimal("23")
+    b = Decimal("23.45")             # Creates Decimal("23.45")
+    c = Decimal("2345e-2")           # Creates Decimal("23.45")
+    d = Decimal((1,(2,3,4,5),-2))    # Creates Decimal("-23.45")
+    e = Decimal("infinity")
+    f = Decimal("NaN")
+
+* از آنجا که نوع ممیز شناور دقیق نیست؛ این اعداد را حتما به صورت رشته به ``Decimal`` ارسال نمایید (سطر دوم).
+* اعداد را می‌توان به صورت یک شی تاپل (Tuple) - ساختاری مشابه: (... ,Ο, Ο, Ο) - ارسال کرد (سطر چهارم). شیوه نماد علمی را به یاد بیاورید؛ تاپل مورد نظر باید ساختاری مشابه الگو ``(sign, digits, exponent)`` داشته باشد که در آن sign مثبت بودن (توسط عدد صفر) یا منفی بودن (توسط عدد یک) را مشخص می‌کند، digits خود تاپلی است که رقم‌های دخیل را بیان می‌کند و exponent نیز بیانگر همان توان است.
+
+میزان دقت (Precision) و عمل گرد کردن (Rounding) اعداد از نوع دسیمال با استفاده از یک شی ``Context`` قابل کنترل است؛ این شی یک سری اطلاعات پیکربندی را در اختیار اشیا دسیمال قرار می‌دهد که برای دسترسی به آن باید از  تابع ``()getcontext`` [`اسناد پایتون  <http://docs.python.org/3/library/decimal.html#decimal.getcontext>`__] درون ماژول ``decimal`` استفاده کرد. تابع ``()getcontext`` شی ``Context`` اشیا دسیمال جاری برنامه را برمی‌گرداند::
+
+    >>> import decimal
+
+    >>> a = decimal.Decimal('3.45623')
+    >>> b = decimal.Decimal('0.12')
+
+    >>> a + b
+    Decimal('3.57623')
+
+    >>> print(a + b)
+    3.57623
+
+    >>> ctx = decimal.getcontext()
+    >>> type(ctx)
+    <class 'decimal.Context'>
+
+    >>> ctx.prec = 1
+    >>> a + b
+    Decimal('4')
+
+    >>> ctx.prec = 2
+    >>> a + b
+    Decimal('3.6')
+
+    >>> ctx.prec = 3
+    >>> a + b
+    Decimal('3.58')
+
+
+همانطور که در نمونه کد بالا مشاهده می‌شود دقت محاسبات اعداد دسیمال را می‌توان با استفاده از صفت ``prec`` شی ``Context`` به شکل دلخواه تنظیم نمود؛ مقدار پیش‌فرض این صفت ``28`` است. بدیهی است برای اینکه اعداد در محدوده دقت کوچکتری نسبت به طول خود قرار بگیرند نیاز به گرد شدن دارند؛ برای تنطیم عمل گرد کردن در اعداد دسیمال نیز از صفت ``rounding`` که مقدار پیش‌فرض آن ``"ROUND_HALF_EVEN"`` است، استفاده می‌شود::
+
+    >>> a = decimal.Decimal('2.0')
+    >>> b = decimal.Decimal('0.52')
+
+    >>> ctx.prec
+    28
+    >>> ctx.rounding
+    'ROUND_HALF_EVEN'
+
+    >>> print(a + b)
+    2.52
+
+    >>> ctx.prec = 2
+
+    >>> print(a + b)
+    2.5
+
+    >>> ctx.rounding = "ROUND_CEILING"
+
+    >>> print(a + b)
+    2.6
+
+صفت ``rounding`` می‌بایست حاوی مقادیر ثابتی به شرح پایین باشد:
+
+* **ROUND_CEILING** - گرد کردن به سمت مثبت بی‌نهایت: یعنی برای اعداد **مثبت** ارقام خارج از محدوده حذف می‌گردند و آخرین رقم باقی مانده یک واحد افزایش می‌یابد مثلا عدد ``2.52`` به ``2.6`` گرد می‌شود. برای اعداد منفی نیز تنها اعداد خارج از محدوده حذف می‌گردند مثلا عدد ``2.19-`` به ``2.1-`` گرد می‌شود.
+* **ROUND_FLOOR** - گرد کردن به سمت منفی بی‌نهایت: یعنی برای اعداد **منفی** ارقام خارج از محدوده حذف می‌گردند و آخرین رقم باقی مانده یک واحد افزایش می‌یابد مثلا عدد ``2.52-`` به ``2.6-`` گرد می‌شود. برای اعداد مثبت نیز تنها اعداد خارج از محدوده حذف می‌گردند مثلا عدد ``2.19`` به ``2.1`` گرد می‌شود.
+* **ROUND_DOWN** - گرد کردن به سمت صفر: یعنی برای اعداد مثبت و منفی تنها ارقام خارج از محدوده حذف می‌گردند مثلا عدد ``2.58`` به ``2.5`` و عدد ``2.58-`` به ``2.5-`` گرد می‌شود.
+* **ROUND_UP** - گرد کردن به دور از صفر: یعنی برای اعداد مثبت و منفی ارقام خارج از محدوده حذف می‌گردند و آخرین رقم باقی مانده یک واحد افزایش می‌یابد مثلا عدد ``2.52`` به ``2.6`` و عدد ``2.52-`` به ``2.6-`` گرد می‌شود.
+* **ROUND_HALF_DOWN** - اگر رقم ابتدایی بخش حذف شده بزرگتر از ``5`` باشد به روش ROUND_UP و در غیر این صورت به روش ROUND_DOWN گرد می‌گردد. مثلا عدد ``2.58`` به ``2.6`` و عدد ``2.55`` به ``2.5`` گرد شده و همینطور عدد ``2.58-`` به ``2.6-`` و عدد ``2.55-`` به ``2.5-`` گرد می‌شود.
+* **ROUND_HALF_UP** - اگر رقم ابتدایی بخش حذف شده بزرگتر یا برابر ``5`` باشد به روش ROUND_UP و در غیر این صورت به روش ROUND_DOWN گرد می‌گردد. مثلا عدد ``2.55`` به ``2.6`` و عدد ``2.51`` به ``2.5`` گرد شده - همینطور عدد ``2.55-`` به ``2.6-`` و عدد ``2.51-`` به ``2.5-`` گرد می‌کند.
+* **ROUND_HALF_EVEN** - همانند ROUND_HALF_DOWN است ولی در مواقعی که رقم ابتدایی بخش حذف شده برابر ``5`` باشد رفتار آن متفاوت می‌شود: در این حالت اگر آخرین رقم باقی مانده زوج باشد به شیوه ROUND_DOWN و اگر فرد باشد به روش ROUND_UP گرد می‌گردد. مثلا عدد ``2.68`` به ``2.7``، ``2.65`` به ``2.6`` و ``2.75`` به ``2.8`` - همینطور عدد ``2.68-`` به ``2.7-``، ``2.65-`` به ``2.6-`` و ``2.75-`` به ``2.8-`` گرد می‌کند.
+* **ROUND_05UP** - اگر بر اساس روش ROUND_DOWN آخرین رقم باقی مانده ``0`` یا ``5`` باشد؛ به روش ROUND_UP و در غیر این صورت به همان شیوه ROUND_DOWN گرد می‌کند. مثلا عدد ``2.58`` به ``2.6`` و ``2.48`` به ``2.4`` - همینطور عدد ``2.58-`` به ``2.6-`` و ``2.48-`` به ``2.4-`` گرد می‌شود.
+
+ماژول ``decimal`` یا نوع دسیمال پایتون شامل جزییات و ویژگی‌های بسیار بیشتری است که برای آگاهی از آن‌ها می‌بایست صفحه مربوط به آن در `اسناد پایتون  <http://docs.python.org/3/library/decimal.html>`__ را مطالعه نمایید.
+
+
+.. _python-fraction-numbers: 
+
+کسر (Fraction)
+------------------
+
+این نوع برای پشتیبانی اعداد گویا (Rational) در پایتون ارایه شده است و با ایجاد شی از کلاس ``Fraction`` درون ماژول ``fractions`` در دسترس قرار می‌گیرد [`اسناد پایتون  <http://docs.python.org/3/library/fractions.html>`__]::
+
+
+    >>> from fractions import Fraction
+
+    >>> Fraction(1, 2)
+    Fraction(1, 2)
+
+    >>> float(_)
+    0.5
+
+::
+
+    >>> import fractions
+
+    >>> a = 1
+    >>> b = 2
+    >>> f = fractions.Fraction(a, b)
+
+    >>> f
+    Fraction(1, 2)
+
+    >>> print(f)
+    1/2
+
+    >>> type(f)
+    <class 'fractions.Fraction'>
+
+    >>> import sys
+    >>> sys.getsizeof(f)
+    56
+
+علاوه‌بر روش بالا که به صورت مستقیم صورت و مخرج کسر  - از نوع صحیح - مشخص شده است؛ به روش‌های دیگری نیز می‌توان یک شی کسری ایجاد نمود:
+
+* از یک شی ممیز شناور - بهتر است این نوع به صورت رشته وارد شود::
+
+    >>> print(Fraction('0.5'))
+    1/2
+    >>> print(Fraction('1.1'))
+    11/10
+    >>> print(Fraction('1.5'))
+    3/2
+    >>> print(Fraction('2.0'))
+    2
+
+  ::
+
+      >>> print(Fraction(0.5))
+      Fraction(1, 2)
+
+      >>> print(Fraction(1.1))
+      2476979795053773/2251799813685248
+      >>> 2476979795053773 / 2251799813685248
+      1.1
+
+      >>> print(Fraction(1.5))
+      3/2
+
+  همچنین با استفاده از متد ``()limit_denominator`` [`اسناد پایتون  <https://docs.python.org/3/library/fractions.html#fractions.Fraction.limit_denominator>`__] و محدود کردن مخرج یک شی کسر به یک مقدار بیشینه (که از ورودی دریافت می‌کند) می‌توان به صورت تقریبی، معادل‌های کسری از اعداد ممیز شناور را به دست آورد::
+
+      >>> Fraction(1.1).limit_denominator()
+      Fraction(11, 10)
+
+  ::
+
+      >>> import math
+
+      >>> math.pi
+      3.141592653589793
+
+      >>> pi = math.pi
+
+      >>> Fraction(pi)
+      Fraction(884279719003555, 281474976710656)
+      >>> 884279719003555 / 281474976710656
+      3.141592653589793
+
+      >>> Fraction(pi).limit_denominator()
+      Fraction(3126535, 995207)
+      >>> 3126535 / 995207
+      3.1415926535886505
+
+      >>> Fraction(pi).limit_denominator(8)
+      Fraction(22, 7)
+      >>> 22 / 7
+      3.142857142857143
+
+      >>> Fraction(pi).limit_denominator(60)
+      Fraction(179, 57)
+      >>> 179 / 57
+      3.1403508771929824
+
+
+
+* از یک شی دسیمال::
+
+    >>> print(Fraction(Decimal('1.1')))
+    11/10
+
+* از یک رشته کسری - صورت و مخرج کسر می‌بایست از نوع صحیح باشند::
+
+    >>> print(Fraction('3/14'))
+    3/14
+
+* از یک شی کسر دیگر::
+
+    >>> f1 = Fraction(1, 2)
+    >>> f2 = Fraction(3, 5)
+
+    >>> Fraction(f1)
+    Fraction(1, 2)
+
+    >>> Fraction(f1, f2)
+    Fraction(5, 6)
+
+با استفاده از دو صفت ``numerator`` و ``denominator`` می‌توان به ترتیب به صورت و مخرج شی کسر دسترسی یافت::
+
+    >>> f = Fraction('1.5')
+    >>> f.numerator
+    3
+    >>> f.denominator
+    2
+
+از این نوع شی به سادگی می توان در انواع محاسبات ریاضی استفاده کرد؛ برای نمونه به تکه کد پایین توجه نمایید::
+
+    >>> Fraction(1, 2) + Fraction(3, 4)
+    Fraction(5, 4)
+
+    >>> Fraction(5, 16) - Fraction(1, 4)
+    Fraction(1, 16)
+
+    >>> Fraction(3, 5) * Fraction(1, 2)
+    Fraction(3, 10)
+
+    >>> Fraction(3, 16) / Fraction(1, 8)
+    Fraction(3, 2)
+
+چنانچه یک شی صحیح به شی کسر افزوده شود حاصل یک شی کسر است ولی اگر یک شی ممیز شناور به شی کسر افزوده شود حاصل یک شی از نوع ممیز شناور می‌باشد::
+
+    >>> Fraction(5, 2) + 3
+    Fraction(11, 2)
+
+    >>> Fraction(5, 2) + 3.0
+    5.5
+
+.. rubric:: ب.م.م
+
+ماژول ``fractions`` علاوه بر نوع کسری؛ حاوی تابع ``()gcd`` [`اسناد پایتون  <http://docs.python.org/3/library/fractions.html#fractions.gcd>`__] نیز است. این تابع «بزرگترین مقسوم‌علیه مشترک» (`GCD  <https://en.wikipedia.org/wiki/Greatest_common_divisor>`_) دو عدد را برمی‌گرداند::
+
+    >>> import fractions
+    >>> fractions.gcd(54, 24)
+    6
+
+
+.. _python-boolean: 
+
+بولی (Boolean)
+------------------
+
+کلاسی که در پایتون از آن برای ایجاد شی بولی استفاده می‌شود (``bool``) در واقع یک کلاس فرزند از کلاس اعداد صحیح (``int``) است. این نوع شی تنها می‌تواند یکی از دو مقدار ``True`` (درست) یا ``False`` (نادرست) را داشته باشد که ``True`` برابر با عدد صحیح ``1`` و ``False`` برابر با عدد صحیح ``0`` ارزیابی می‌گردد::
+
+    >>> a = True
+
+    >>> a
+    True
+
+    >>> type(a)
+    <class 'bool'>
+
+    >>> import sys
+    >>> sys.getsizeof(a)
+    28
+
+
+::
+
+    >>> int(True)
+    1
+
+    >>> int(False)
+    0
+
+    >>> float(True)
+    1.0
+
+    >>> complex(True)
+    (1+0j)
+
+
+::
+
+    >>> True + 1
+    2
+
+    >>> False + 1
+    1
+
+    >>> True * 25
+    25
+
+    >>> False * 25
+    0
+
+کلاس ``()bool`` یا متد ``()__bool__`` مقدار بولی یک شی را برمی‌گرداند [`اسناد پایتون  <http://docs.python.org/3/library/functions.html#bool>`__]::
+
+    >>> bool(0)
+    False
+
+    >>> bool(1)
+    True
+
+    >>> bool("")   # Empty String
+    False
+
+::
+
+    >>> a = 15
+    >>> a.__bool__()
+    True
+
+    >>> a = -15
+    >>> a.__bool__()
+    True
+
+    >>> a = 0
+    >>> a.__bool__()
+    False
+
+در پایتون اشیا پایین به مقدار بولی ``False`` (نادرست) ارزیابی می‌گردند:
+
+* ``None``
+* ``False``
+* شی صفر (در انواع گوناگون): ``0``، ``0.0``، ``0j``
+* تمام اشیا دنباله‌ خالی: ``""``، ``()``، ``[]``
+* شی دیکشنری خالی: ``{}``
+* شی مجموعه خالی: ``()set``
+
+*با موارد نا آشنا به مرور آشنا می‌شوید.*
+
+
+|
+
+----
+
+:emoji-size:`😊` امیدوارم مفید بوده باشه
+
+
diff --git a/source/lessons/l07-string-in-python.rst b/source/lessons/l07-string-in-python.rst
new file mode 100644
index 0000000..ef9ebb2
--- /dev/null
+++ b/source/lessons/l07-string-in-python.rst
@@ -0,0 +1,1056 @@
+.. role:: emoji-size
+
+.. meta::
+  :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس هفتم: انواع داده در پایتون، رشته
+  :keywords: آموزش نوع داده رشته یا string در پایتون (str)، آموزش پایتون, آموزش برنامه نویسی, پایتون, انواع شی, انواع داده, انواع شی در پایتون, انواع داده در پایتون, رشته‌ها در پایتون, قالب بندی رشته, توابع رشته در پایتون
+
+
+.. _lesson-07.2: 
+
+درس ۰۷: انواع داده در پایتون: رشته
+===========================================================
+
+.. figure:: /_static/pages/07-python-built-in-data-types-1.jpg
+    :align: center
+    :alt: انواع داده در پایتون: رشته
+    :class: page-image
+
+    Photo by `Kristian Strand <https://unsplash.com/photos/p8gzCnZf39k>`__
+
+
+پایتون هر «نوع داده» (Data Type) را توسط یک کلاس ارایه می‌دهد؛ بنابراین هر داده یک نمونه یا یک شی از کلاسی مشخص است. هر چند برنامه‌نویس نیز می‌تواند با تعریف کلاس، نوع دلخواه خود را داشته باشد ولی در این درس می‌خواهیم درباره آن بخشی از انواع داده یا انواع شی‌ای که به شکل آماده (Built-in) در اختیار مفسر زبان پایتون قرار داده شده است صحبت کنیم. 
+
+در ادامه شرح «انواع عددی» در پایتون، این بخش به بررسی نوع «رشته» (String) در پایتون خواهد پرداخت. 
+
+با اینکه تلاش شده است جزییات کامل باشند ولی در برخی بخش‌ها مطالعه اسناد رسمی پایتون می‌تواند اطلاعات کامل‌تری را در اختیار شما قرار دهد. در مواقع بسیاری از تابع‌های آماده پایتون استفاده خواهد شد که ممکن است جزییاتی بیشتر از آنچه در این درس بیان می‌شود را داشته باشند؛ به همین دلیل لینک تعریف آن‌ها در اسناد پایتون نیز ارایه گشته است. نکته مهم در مطالعه این درس بررسی نمونه کدهاست که گاهی درک توضیحی که داده شده است بدون دقت در این نمونه کدها ناممکن خواهد بود.
+
+
+:emoji-size:`✔` سطح: مقدماتی
+
+----
+
+.. contents:: سرفصل‌ها
+    :depth: 2
+
+----
+
+
+.. _python-string: 
+
+نوع رشته
+-----------
+
+
+نوع «رشته» (String) در پایتون با قرار گرفتن دنباله‌ای از کاراکترها درون یک جفت نماد نقل قول (Quotation) تکی ``' '`` یا دو تایی ``" "`` ایجاد می‌شود؛ به مانند ``"Python Strings"`` یا ``'Python Strings'`` که تفاوتی با یکدیگر  از نظر نوع ندارند::
+
+    >>> a = "Python Strings"
+
+    >>> type(a)
+    <class 'str'>
+
+    >>> a
+    'Python Strings'
+
+    >>> print(a)
+    Python Strings
+
+    >>> import sys
+    >>> sys.getsizeof(a)
+    63
+
+بیشتر مواقع در حالت تعاملی نیازی به استفاده از تابع ``print`` نمی‌باشد ولی باید توجه داشته باشیم که حالت تعاملی بر بدون ابهام بودن این خروجی‌ها توجه دارد بنابراین آن‌ها را با جزییات نمایش می‌دهد که مناسب برنامه‌نویس است؛ برای نمونه حتما به چگونگی نمایش انواع دسیمال و کسری توجه کرده‌اید یا در نمونه کد بالا مشاهده می‌شود که نوع رشته به همراه نماد نقل قول نمایش داده شده است یا اگر متن رشته شامل کاراکترهای Escape باشد، آن‌ها را بدون تفسیر به همان شکل به خروجی می‌فرستد. اما ``print`` توجه بر خوانایی خروجی خود دارد و تا حد امکان جزییات را پنهان می‌کند؛ در نتیجه متن تمیزتری را نمایش می‌دهد که بیشتر مناسب کاربر نهایی است.
+
+در پایتون برخلاف برخی از زبان‌ها نوع کاراکتر یا ``char`` وجود ندارد؛ در این زبان یک کاراکتر چیزی جز یک رشته با طول یک نیست.
+
+در پایتون می‌توان از نمادهای نقل قول در داخل یکدیگر نیز بهره برد؛ در این شرایط تنها می‌بایست نماد نقل قول داخلی با بیرونی متفاوت باشد. چنانچه می‌خواهید از نماد نقل قول یکسانی استفاده نمایید، باید از کاراکترهای Escape کمک بگیرید که در ادامه بررسی خواهند شد::
+ 
+    >>> "aaaaaa 'bbb'"
+    "aaaaaa 'bbb'"
+
+    >>> 'aaaaaa "bbb"'
+    'aaaaaa "bbb"'
+
+    >>> "I'm cold!"
+    "I'm cold!"
+
+::
+
+    >>> 'I\'m cold!'
+    "I'm cold!"
+
+از درس پیش با Docstring آشنا شده‌ایم؛ در کاربردی دیگر از سه نماد نقل قول ``"""`` یا ``'''`` برای ایجاد شی رشته نیز استفاده می‌شود. مزیت این نوع رشته در این است که می‌توان متن آن را به سادگی در چند سطر و با هر میزان تورفتگی دلخواه نوشت؛ این موضوع در زمان‌هایی که قصد استفاده از کدهای خاص به مانند HTML در برنامه خود داشته باشیم، بسیار مفید خواهد بود::
+
+    >>> a = """Python"""
+    >>> a
+    'Python'
+
+::
+
+    >>> html = """
+    ... <!DOCTYPE html>
+    ... <html>
+    ...     <head>
+    ...         <title>Page Title</title>
+    ...     </head>
+    ...     <body>
+    ...         <h1>This is a Heading.</h1>
+    ...         <p>This is a paragraph.</p>
+    ...     </body>
+    ... </html>
+    ... """
+    >>> print(html)
+
+    <!DOCTYPE html>
+    <html>
+        <head>
+            <title>Page Title</title>
+        </head>
+        <body>
+            <h1>This is a Heading.</h1>
+            <p>This is a paragraph.</p>
+        </body>
+    </html>
+
+    >>> 
+
+
+.. _python-string-sequence: 
+
+رشته به عنوان دنباله‌ (Sequence)
+----------------------------------
+
+برخی از انواع شی پایتون به مانند رشته، تاپل (tuple)، لیست (list) و... با عنوان **دنباله** (Sequence) نیز شناخته می‌شوند. دنباله ویژگی‌هایی دارد که در اینجا به کمک نوع رشته بررسی خواهیم کرد. رشته در واقع یک **دنباله** از کاراکترهاست در نتیجه می‌توان هر یک از اعضای این دنباله را با استفاده از اندیس (Index) موقعیت آن، دستیابی نمود؛ اندیس اعضا از سمت چپ با عدد صفر شروع و به سمت راست یک واحد یک واحد افزایش می‌یابد. به عنوان نمونه برای شی ``'Python Strings'`` می‌توانیم شمای اندیس‌گذاری را به صورت پایین در نظر بگیریم::
+
+     P y t h o n   S t r i n g s
+     - - - - - - - - - - - - - -
+     0 1 2 3 4 5 6 7  ...      13
+
+برای دستیابی اعضای یک دنباله با نام ``seq`` از الگو ``[seq[i`` که ``i`` اندیس عضو مورد نظر است؛ استفاده می‌شود::
+
+    >>> a = "Python Strings"
+    >>> a[0]
+    'P'
+    >>> a[7]
+    'S'
+    >>> a[6]
+    ' '
+
+.. rubric:: چند نکته:
+
+* الگو ``[seq[-i`` اعضا دنباله را از **سمت راست** پیمایش می کند؛ اندیس سمت راست ترین عضو ``1-`` است و به ترتیب به سمت چپ یک واحد یک واحد کاهش می‌یابد.
+* الگو ``[seq[i:j`` اعضایی از دنباله را که در بازه‌ای از اندیس ``i`` تا قبل از اندیس ``j`` هستند را دستیابی می‌کند. برای بیان نقاط «از ابتدا» و «تا انتها» می‌توان به ترتیب ``i`` و ``j`` را ذکر نکرد.
+* الگو ``[seq[i:j:k`` همانند قبلی است با این تفاوت که ``k`` اندازه گام پیمایش اعضا را تعیین می‌کند.
+* با استفاده از تابع ``()len`` می‌توان تعداد اعضای یک دنباله را به دست آورد [`اسناد پایتون  <http://docs.python.org/3/library/functions.html#len>`__].
+
+::
+
+    >>> a = "Python Strings"
+
+    >>> len(a)
+    14
+
+    >>> a[-2]
+    'g'
+
+    >>> a[2:4]
+    'th'
+
+    >>> a[4:-4]
+    'on Str'
+
+    >>> a[7:]
+    'Strings'
+
+    >>> a[:6]
+    'Python'
+
+    >>> a[:-1]
+    'Python String'
+
+    >>> a[-6:]
+    'trings'
+
+    >>> a[2:12:3]
+    'tntn'
+
+    >>> a[:6:2]
+    'Pto'
+
+    >>> a[7::4]
+    'Sn'
+
+    >>> a[-1]
+    's'
+
+    >>> a[len(a) - 1]
+    's'
+
+
+
+باید توجه داشت که یک شی رشته جزو انواع **immutable** پایتون است و مقدار (یا اعضا دنباله) آن را نمی‌توان تغییر داد؛ برای مثال نمی‌توان شی ``'Python Strings'`` به ``'Python-Strings'`` تغییر داد - برای این کار تنها می‌بایست یک شی جدید ایجاد کرد::
+
+    >>> a = "Python Strings"
+    >>> a[6] = "-"
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+    TypeError: 'str' object does not support item assignment
+
+.. _python-string-operators: 
+
+عملگرها برای رشته
+------------------------
+
+با رشته‌ها نیز می‌توان از عملگرهای ``+`` (برای پیوند رشته‌ها) و ``*`` (برای تکرار رشته‌ها) بهره برد:: 
+
+    >>> a = "Python" + " " + "Strings"
+    >>> a
+    'Python Strings'
+
+    >>> "-+-" * 5
+    '-+--+--+--+--+-'
+
+برای پیوند می‌توان از عملگر ``+`` صرف نظر کرد  و تنها با کنار هم قرار دادن رشته‌ها، آن‌ها را پیوند داد::
+
+    >>> "Python " "Programming " "Language"
+    'Python Programming Language'
+
+::
+
+    >>> a, b, c = "Python ", "Programming ", "Language"
+    >>> a + b + c
+    'Python Programming Language'
+
+::
+
+    >>> name = "Python"
+    >>> version = 3.11
+    >>> name + version
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+    TypeError: can only concatenate str (not "float") to str
+
+برای بررسی برابر بودن **مقدار** دو رشته مانند دیگر اشیا می‌توان از عملگر ``==`` استفاده کرد::
+
+    >>> a = "py"
+    >>> b = "PY"    # Uppercase
+    >>> a == b
+    False
+
+از عملگرهای عضویت هم می‌توان برای بررسی وجود کاراکتر یا رشته‌ای درون رشته‌ای دیگر استفاده کرد::
+
+    >>> "n" in "python"
+    True
+    >>> "py" not in "python"
+    False
+
+
+
+کمی جلوتر خواهید دید که از عملگر ``%`` نیز برای قالب‌بندی رشته‌ها استفاده می‌گردد.
+
+.. _python-escape-characters: 
+
+کاراکترهای Escape
+---------------------
+
+به صورت پیش‌فرض تعدادی کاراکتر خاص تعریف شده است که می‌توان آن‌ها را درون رشته‌ها بکار برد. تمام  این کاراکترها با یک ``\`` آغاز می‌شوند به همین دلیل گاهی نیز به نام Backslash Characters خوانده می‌شوند [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Escape_character>`__]. در واقع این کاراکترها امکانی برای درج برخی دیگر از کاراکترها هستند که نمی‌توان آن‌ها را به سادگی توسط صفحه‌کلید وارد کرد. برای نمونه یکی از کاراکترهای Escape رایج ``n\`` است که بیانگر کاراکتری با کد اسکی 10 (LF) به نام newline می‌باشد؛ ``n\`` در هر جایی از رشته (یا متن) که درج گردد در هنگام چاپ سطر جاری را پایان می‌دهد و ادامه رشته (یا متن) از سطر جدید آغاز می‌‌شود::
+
+    >>> a = "Python\nProgramming\nLanguage"
+
+    >>> a
+    'Python\nProgramming\nLanguage'
+
+    >>> print(a)
+    Python
+    Programming
+    Language
+    >>> 
+
+برخی از این کاراکترها به شرح پایین است:
+
+* ``n\`` - پایان سطر جاری و رفتن به سطر جدید
+* ``t\`` - برابر کد اسکی 9 (TAB): درج هشت فاصله (کلید Space)
+* ``uxxxx\`` - درج یک کاراکتر یونیکد 16 بیتی با استفاده از مقدار هگزادسیمال (پایه شانزده) آن : ``"u067E\"``
+* ``Uxxxxxxxx\`` - درج یک کاراکتر یونیکد 32 بیتی با استفاده از مقدار هگزادسیمال (پایه شانزده) آن : ``"U0001D11E\"``
+* ``ooo\`` - درج یک کاراکتر با استفاده از مقدار اُکتال (پایه هشت) آن : ``"123\"``
+* ``xhh\`` - درج یک کاراکتر با استفاده از مقدار هگزادسیمال (پایه شانزده) آن : ``"x53\"``
+* ``'\`` - درج یک کاراکتر ``'``
+* ``"\`` - درج یک کاراکتر ``"``
+* ``\\`` - درج یک کاراکتر ``\``
+
+این ویژگی رشته‌ها گاهی موجب مشکل می‌شود؛ فرض کنید می‌خواهیم آدرس فایلی از سیستم عامل ویندوز  را چاپ نماییم::
+
+    >>> fpath = "C:\new\text\sample.txt"
+
+    >>> print(fpath)
+    C:
+    ew        ext\sample.txt
+
+برای حل مشکل نمونه کد بالا می‌توان هر جا که نیاز به ``\`` است از ``\\`` استفاده کرد: ``"C:\\new\\text\\sample.txt"``. ولی راهکار جامع‌تر ایجاد «**رشته‌های خام**» (Raw Strings) است؛ در این نوع رشته‌، کاراکترهای Escape بی‌اثر هستند. رشته خام با افزوده شدن یک حرف ``r`` یا ``R`` به ابتدای یک رشته معمولی ایجاد می‌گردد::
+
+    >>> fpath = r"C:\new\text\sample.txt"
+    >>> print(fpath)
+    C:\new\text\sample.txt
+
+
+.. _python-character-code: 
+
+تبدیل کد به کاراکتر و برعکس
+------------------------------
+
+می‌دانیم برای اینکه کامپیوتر بتواند کاراکتر‌ها را  درک کند نیاز به سیستم‌هایی است که آن‌ها را برای تبدیل به کدهای پایه دو کدگذاری کند؛ به مانند سیستم اَسکی (ASCII) یا سیستم‌های جامع‌تری مانند UTF-8 که تحت استاندارد یونیکد (Unicode) در دسترس است. گاهی نیاز است به این کدها دسترسی داشته باشیم و با کاراکترها بر اساس آن‌ها کار کنیم؛ برای این منظور در پایتون می‌توان از دو تابع ``()ord`` (تبدیل کد به کاراکتر) [`اسناد پایتون <http://docs.python.org/library/functions.html#ord>`__] و ``()chr`` (تبدیل کاراکتر به کد) [`اسناد پایتون <http://docs.python.org/library/functions.html#chr>`__] استفاده کرد. تابع ``()ord`` یک رشته تک کاراکتری را گرفته و یک عدد (در پایه ده) که بیانگر کد کاراکتر مورد نظر می‌باشد را برمی‌گرداند. تابع  ``()chr`` نیز کد کاراکتری (که می‌بایست عددی در پایه ده باشد) را گرفته و کاراکتر مربوط به آن را برمی‌گرداند::
+
+    >>> # Python 3.x - GNU/Linux
+
+    >>> ord("A")
+    65
+    >>> chr(65)
+    'A'
+    
+    >>> int("067E", 16)   # Hexadecimal to Decimal
+    1662
+    >>> chr(1662)         # Unicode Character:  1662 -> 067E -> 'پ'
+    'پ'
+    >>> ord(_)            # _ is result of the last executed statement  = 'پ'
+    1662
+
+    >>> ord("\U0001D11E")
+    119070
+    >>> chr(_)
+    '𝄞'
+
+
+.. _python-convert-to-string: 
+
+تبدیل به نوع رشته
+-----------------------
+
+برای تبدیل اشیایی از نوع دیگر به نوع رشته؛ کلاس ``()str`` [`اسناد پایتون <http://docs.python.org/library/functions.html#func-str>`__] و تابع ``()repr`` [`اسناد پایتون <http://docs.python.org/library/functions.html#repr>`__] وجود دارد. کلاس ``()str`` یک نمونه غیر رسمی (informal) از نوع شی رشته را برمی‌گرداند؛ غیر رسمی از این جهت که توسط آن جزییات شی رشته پنهان می‌شود. اما تابع ``()repr`` یک نمونه رسمی (official) از نوع رشته پایتون را برمی‌گرداند. کمی قبل‌تر راجب تفاوت خروجی ``print`` و حالت تعاملی صحبت کردیم؛  در واقع خروجی ``()str`` مناسب برای چاپ است و همانند ``print`` جزییات این نوع شی را ارایه نمی‌دهد در حالی که ``()repr`` به مانند حالت تعاملی یک ارايه (representation) کامل از شی رشته را برمی‌گرداند::
+
+    >>> str(14)
+    '14'
+    >>> repr(14)
+    '14'
+
+    >>> str(True)
+    'True'
+    >>> repr(False)
+    'False'
+
+::
+
+    >>> a = "Python Strings"
+
+    >>> str(a)
+    'Python Strings'
+    >>> repr(a)
+    "'Python Strings'"
+
+    >>> print(str(a))
+    Python Strings
+    >>> print(repr(a))
+    'Python Strings'
+
+همچنین به جای این دو می‌توانید از متدهای ``()__str__`` و ``()__repr__`` استفاده نمایید::
+
+      >>> a = 10
+      >>> a.__str__()
+      '10'
+
+
+.. _python-string-formatting: 
+
+قالب‌بندی رشته‌ (String Formatting)
+------------------------------------
+
+قالب‌بندی امکانی برای جایگزین کردن یک یا چند مقدار (به بیان بهتر: شی) - گاهی همراه با اعمال تغییر دلخواه - درون یک رشته است که به چند روش در پایتون پیاده‌سازی می‌گردد:
+
+
+.. _python-string-formatting-old: 
+
+با الگو ``(s..." % (values%..."``
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+  از دو بخش تشکیل شده است؛ بخش سمت چپ عملگر ``%``، رشته‌ای را مشخص می‌کند که شامل یک یا چند کد جایگذاری شی می‌باشد - کدهای جایگذاری همگی با یک کاراکتر ``%`` شروع می‌شوند؛ مانند: ``s%`` - و در سمت راست آن شی‌هایی برای جایگزین شدن در رشته، داخل پرانتز قرار دارد؛ این اشیا به ترتیب از سمت چپ درون رشته جایگذاری می‌گردند::
+
+      >>> "Python is %s to learn if you know %s to start!" % ("easy", "where")
+      'Python is easy to learn if you know where to start!'
+
+  برخی از کدهای جایگذاری به شرح پایین است:
+
+  * ``s%`` - جایگزینی در قالب یک رشته به شکل خروجی کلاس ``()str``
+  * ``r%`` - جایگزینی در قالب یک رشته به شکل خروجی تابع ``()repr``
+  * ``c%`` - جایگزینی در قالب یک کاراکتر: یک عدد صحیح که نشانگر کد کاراکتر می‌باشد را به کاراکتر یونیکد تبدیل کرده و درون رشته قرار می دهد.
+
+  ::
+
+      >>> "%r is a %s language." % ("Python", "programming")
+      "'Python' is a programming language."
+
+      >>> er = 1427
+      >>> "Error %s!" % (er)
+      'Error 1427!'
+
+      >>> "A, B, C, ... Y, %c" % (90)
+      'A, B, C, ... Y, Z'
+
+  * ``d%`` یا ``i%`` - جایگزینی در قالب یک عدد صحیح در پایه ده
+  * ``o%`` - جایگزینی در قالب یک عدد صحیح در پایه هشت
+  * ``x%`` - جایگزینی در قالب یک عدد صحیح در پایه شانزده با حروف کوچک
+  * ``X%`` - جایگزینی در قالب یک عدد صحیح در پایه شانزده با حروف بزرگ
+
+  ::
+
+      >>> "4 + 4 == %d" % (2*4)
+      '4 + 4 == 8'
+
+      >>> "%d" % (0b0110)
+      '6'
+
+      >>> "%d" % (12.6)
+      '12'
+
+      >>> "int('%o', 8) == %d" % (0o156, 0o156)
+      "int('156', 8) == 110"
+
+      >>> "15 == %X in HEX" % (15)
+      '15 == F in HEX'
+
+
+
+
+  * ``f%`` - جایگزینی در قالب یک عدد ممیز شناور (دقت پیش‌فرض: ۶) در پایه ده
+  * ``F%`` - همانند ``f%`` ؛ با این تفاوت که ``nan`` و ``inf`` را به شکل ``NAN`` و ``INF`` درج می‌کند.
+  * ``e%`` - جایگزینی در قالب یک عدد ممیز شناور به شکل نماد علمی با حرف کوچک
+  * ``E%`` - جایگزینی در قالب یک عدد ممیز شناور به شکل نماد علمی با حرف بزرگ
+
+  ::
+
+      >>> "%f" % (12.526)
+      '12.526000'
+
+      >>> "%f" % (122e-3)
+      '0.122000'
+
+      >>> "%E" % (12.526)
+      '1.252600E+01'
+
+  همچنین این الگو را می‌توان با استفاده از یک شی دیکشنری - این نوع شی توسط درس هشتم بررسی می‌گردد - پیاده‌سازی نمود. در این شیوه اشیا با استفاده از کلید جایگذاری می‌گردند و دیگر ترتیب آن‌ها اهمیتی ندارد. به نمونه کد پایین توجه نمایید::
+
+      >>> '%(qty)d more %(product)s' % {'product': 'book', 'qty': 1}
+      '1 more book'  
+
+
+      >>> reply = """
+      ... Greetings...
+      ... Hello %(name)s!
+      ... Your age is %(age)s
+      ... """
+      >>> values = {'name': 'Bob', 'age': 40}
+      >>> print(reply % values)
+      
+      Greetings...
+      Hello Bob!
+      Your age is 40
+      
+      >>>
+
+  در اصل می‌توان برای بخش سمت چپ این قالب، ساختاری مانند پایین را در نظر گرفت::
+
+      %[(keyname)][flags][width][.precision]typecode
+
+
+* در هر استفاده وجود هر یک از ``[ ]`` ها اختیاری است یا بستگی به مورد استفاده دارد.
+* (keyname) - درج کلید داخل پرانتز - در مواقع استفاده از شی دیکشنری آورده می‌شود.
+* flags - می‌تواند یکی از سه نماد ``+``، ``−`` و ``0`` باشد. ``+`` موجب درج علامت عدد می‌شود (علامت اعداد منفی به صورت پیش‌فرض درج می‌گردد؛ این علامت بیشتر برای درج علامت اعداد مثبت به کار می‌رود)، ``−`` موجب چپ‌چین شدن مقدار می‌گردد (حالت پیش‌فرض راست‌چین است) و ``0`` تعیین می‌کند که فضای خالی اضافی با صفر پر گردد (در حالت پیش‌فرض Space گذاشته می‌شود).
+* width - اندازه رشته را تعیین می‌کند؛ در مواردی که اندازه تعیین شده بیشتر از اندازه واقعی مقدار باشد، فضای اضافی را می‌توان با صفر یا فضای خالی (Space) پر کرد و البته زمانی که کمتر تعیین گردد، این گزینه نادیده گرفته می‌شود.
+* precision. - در مورد اعداد ممیز شناور، دقت یا تعداد ارقام بعد از ممیز را تعیین می‌کند (دقت پیش‌فرض: ۶). در مواردی که تعداد تعیین شده کمتر از تعداد واقعی ارقام بعد ممیز باشد، عدد گِرد می‌گردد. به وجود ``.`` پیش از آن توجه نمایید.
+* typecode - بیانگر همان حرف تعیین کننده نوع کد جایگذاری می‌باشد.
+* به جای width و precision. می توان از ``*`` استفاده کرد که در این صورت عدد مربوط به آن‌ها نیز در بخش سمت راست آورده می‌شود و شی جایگزینی می‌بایست درست پس از آن ذکر گردد. این گزینه در مواقعی که لازم است این اعداد در طول اجرای برنامه تعیین گردند کاربرد دارد.
+
+
+  ::
+
+      >>> "%6d" % (256)    # typecode='d' width='6' 
+      '   256'
+
+      >>> "%-6d" % (256)   # typecode='d' width='6' flags='-'
+      '256   '
+
+      >>> "%06d" % (256)   # typecode='d' width='6' flags='0'
+      '000256'
+
+      >>> "%+d" % (256)    # typecode='d' flags='+'
+      '+256'
+
+  ::
+
+      >>> "%10f" % (3.141592653589793)      # typecode='f' width='10'
+      '  3.141593'
+
+      >>> "%10.4f" % (3.141592653589793)    # typecode='f' precision='4' width='10'
+      '    3.1416'
+
+      >>> "%10.8f" % (3.141592653589793)    # typecode='f' precision='8' width='10'
+      '3.14159265'
+
+      >>> "%-10.0f" % (3.141592653589793)   # typecode='f' precision='0' width='10' flags='-'
+      '3         '
+
+  ::
+
+      >>> "%*d" % (5, 32)                                  # typecode='d' width='5'
+      '   32'
+
+      >>> "%d %*d %d" % (1, 8, 8231, 3)
+      '1     8231 3'
+
+      >>> "%f, %.2f, %.*f" % (1/3.0, 1/3.0, 4, 1/3.0)
+      '0.333333, 0.33, 0.3333'
+
+      >>> n = """
+      ... %15s : %-10s
+      ... %15s : %-10s
+      ... """
+      >>> v = ("First name", "Richard", "Last name",  "Stallman")
+      >>> print(n % v)
+      
+           First name : Richard   
+            Last name : Stallman  
+      
+      >>> 
+
+
+        
+.. _python-string-formatting-new: 
+
+فراخوانی متد ``()format`` - با الگو ``(format(values."...{}..."``
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+  در این قالب اشیا، آرگومان‌های یک متد مشخص هستند و با استفاده اندیس موقعیت‌ یا نام آن‌ها داخل ``{}`` در رشته جایگذاری می‌گردند::
+
+      >>> '{0} {1} {2}'.format("Python", "Programming", "Language")
+      'Python Programming Language'
+
+  ::
+
+      >>> reply = """
+      ... Greetings...
+      ... Hello {name}!
+      ... Your age is {age}
+      ... """
+      >>> print(reply.format(age=40, name='Bob'))
+
+      Greetings...
+      Hello Bob!
+      Your age is 40
+
+      >>>
+
+  ::
+
+      >>> "{0} version {v}".format("Python", v="3.4")
+      'Python version 3.4'
+
+  .. caution::
+      همانطور که در درس تابع‌ خواهیم آموخت؛ بدون نیاز به رعایت ترتیب می‌توان آرگومان‌ها را با انتساب مقدار مورد نظر به آن‌ها ارسال نمود.
+
+
+  با هر ترتیبی می‌توان اشیا را جایگذاری نمود::
+
+      >>> '{2}, {1}, {0}'.format('a', 'b', 'c')
+      'c, b, a'
+
+  چنانچه بخواهیم اشیا به ترتیبی که در آرگومان متد قرار دارد جایگذاری شوند؛ نیازی به ذکر اندیس یا نام آرگومان نمی‌باشد::
+
+      >>> '{}, {}, {}'.format('a', 'b', 'c')
+      'a, b, c'
+
+  با آوردن یک ``*`` پشت آرگومانی که یک شی دنباله است (مانند شی رشته) می‌توان اعضای آن را دستیابی نمود. البته چنانچه بخواهیم از آرگومان‌های دیگری نیز استفاده کنیم لازم است آن‌ها در ابتدای متد قرار داشته باشند که در این صورت شمارش اندیس از آن‌ها شروع می‌گردد؛ به نمونه کد پایین توجه نمایید::
+
+      >>> '{2}, {1}, {0}'.format(*'abc')
+      'c, b, a'
+
+      >>> '{2}, {1}, {0}'.format(*'python')
+      't, y, p'
+
+      >>> '{2}, {1}, {0}'.format('z', *'abc')
+      'b, a, z'
+
+
+  بخش درون رشته این قالب نیز ساختاری مشابه پایین دارد::
+
+      {fieldname !conversionflag :formatspec}
+
+* fieldname - اندیس یا نام آرگومان است.
+* conversionflag! - می‌تواند یکی از حروف ``r`` و ``s`` باشد که به ترتیب ``()repr`` و ``()str`` را بر روی شی فراخوانی می‌کنند. توجه داشته باشید که این حروف با ``!`` شروع می‌شوند::
+
+      >>> "repr() shows quotes: {!r}; str() doesn't: {!s}".format('test1', 'test2')
+      "repr() shows quotes: 'test1'; str() doesn't: test2"
+
+* formatspec: - چگونگی درج شی در رشته را تعیین می‌کند. با ``:`` شروع می‌شود و خود ساختاری به مانند پایین دارد::
+
+      [[fill]align][sign][#][0][width][,][.precision][typecode]
+
+* در هر استفاده وجود هر یک از ``[ ]`` ها اختیاری است یا بستگی به مورد استفاده دارد.
+* fill - می‌تواند هر کاراکتر قابل چاپی باشد - از این گزینه برای پر کردن فضای خالی که توسط width ایجاد گردیده، استفاده می‌شود.
+* align - می‌تواند یکی از کاراکترهای ``<``، ``>`` یا ``^`` باشد که به ترتیب بیانگر حالت راست‌چین، چپ‌چین و وسط‌چین می‌باشند. width نیز پس از آن‌ها آورده می‌شود که میزان اندازه رشته را تعیین می‌کند.
+
+    ::
+
+        >>> '{0:<30}'.format('left aligned')     # align='<' width='30'
+        'left aligned                  '
+
+        >>> '{0:>30}'.format('right aligned')    # align='>' width='30'
+        '                 right aligned'
+
+        >>> '{0:^30}'.format('centered')         # align='^' width='30'
+        '           centered           '
+
+        >>> '{0:*^30}'.format('centered')        # align='^' width='30' fill='*'
+        '***********centered***********'
+
+* sign - برای نمایش علامت اعداد کاربرد دارد و می‌تواند یکی از  نمادهای ``+``، ``−`` یا یک فضا خالی (Space) باشد. به این صورت که: ``+`` علامت تمام اعداد مثبت و منفی را درج می‌کند و ``−`` نیز تنها موجب درج علامت اعداد منفی می‌شود. در صورت استفاده از فضای خالی، علامت اعداد منفی درج شده ولی به جای علامت اعداد مثبت یک کاراکتر فضای خالی وارد می‌شود.
+
+    ::
+
+        >>> '{0:+f}; {1:+f}'.format(3.14, -3.14)   # typecode='f' sign='+'
+        '+3.140000; -3.140000'
+
+        >>> '{0:-f}; {1:-f}'.format(3.14, -3.14)   # typecode='f' sign='-'
+        '3.140000; -3.140000'
+
+        >>> '{0: f}; {1: f}'.format(3.14, -3.14)   # typecode='f' sign=' '
+        ' 3.140000; -3.140000'
+
+* برخلاف قالب قبلی، می‌توان  تبدیل پایه دو را هم داشته باشیم. تبدیل پایه در این قالب با استفاده از حروف ``b`` (پایه دو)، ``o`` (حرف اُ کوچک - پایه هشت) و ``x`` یا ``X`` (پایه شانزده) انجام می‌شود. چنانچه یک نماد ``#`` به پیش از آن‌ها افزوده شود، پیشوند پایه نیز درج می‌گردد::
+
+        >>> "int: {0:d};  hex: {0:x};  oct: {0:o};  bin: {0:b}".format(42)
+        'int: 42;  hex: 2a;  oct: 52;  bin: 101010'
+
+        >>> "int: {0:d};  hex: {0:#x};  oct: {0:#o};  bin: {0:#b}".format(42)
+        'int: 42;  hex: 0x2a;  oct: 0o52;  bin: 0b101010'
+
+* با استفاده از یک ``,`` (کاما Comma) می‌توان یک عدد را سه رقم سه رقم از سمت راست جدا نمود::
+
+        >>> '{0:,}'.format(1234567890)
+        '1,234,567,890'
+
+* بخش‌هایی از قالب قبلی در این قالب نیز تعریف شده‌ است. گزینه‌های precision ،typecode. و width به همان صورتی هستند که در قالب قبلی بیان گشته است. البته موارد typecode کمی کمتر است؛ به عنوان نمونه در این قالب کد ``i`` وجود ندارد و تنها می‌توان از ``d`` برای اعداد صحیح در پایه ده استفاده کرد::
+
+        >>> '{0:06.2f}'.format(3.14159)    # width='6' precision='.2' typecode='f'  and [0]
+        '003.14'
+        >>> '{0:^8.2f}'.format(3.14159)    # align='^'
+        '  3.14  '
+
+* برای بیان درصد می‌توان از ``%`` به جای ``f`` استفاده کرد::
+
+        >>> points = 19.5
+        >>> total = 22
+        >>> 'Correct answers: {0:.2%}'.format(points/total)
+        'Correct answers: 88.64%'
+
+
+* در قالب قبلی با استفاده از ``*`` می‌توانستیم گزینه‌های خود را در طرف دیگر مقداردهی نماییم؛ در قالب جدید برای این منظور می‌توان مانند کاری که برای جایگذاری اشیا انجام می‌دادیم، از ``{ }`` استفاده کرده و مقدار گزینه‌ها را در جایگاه آرگومان متد تعریف نماییم::
+
+        >>> text = "Right"
+        >>> align = ">"
+        >>> '{0:{fill}{align}16}'.format(text, fill=align, align=align)
+        '>>>>>>>>>>>Right'
+
+.. _python-fstring: 
+
+f-string
+~~~~~~~~~~
+
+از نسخه پایتون 3.6 یک امکان جدید و بسیار جالب در بحث قالب‌بندی رشته‌ها ارايه شده است که با عنوان ``f-string`` شناخته می‌شود [`PEP 498 <https://www.python.org/dev/peps/pep-0498//>`__].
+
+ساختار همان ساده شده حالت ``()str.format`` می‌باشد::
+
+  >>> name = "Saeid"
+  >>> age = 32
+  >>> f"Hello, {name}. You are {age}."
+  'Hello, Saeid. You are 32.'
+  >>> 
+
+یعنی اگر در ابتدای یک متن، حرف ``f`` یا ``F`` قرار دهیم، آنگاه می‌توانیم متغیرها یا عبارات خود را مستقیم در داخل آن - با استفاده از ``{}`` - قرار بدهیم::
+
+  >>> f"{2 * 37}"
+  '74'
+
+بدیهی است که متغیرها (- یا نتیجه حاصل عبارات) یا اشیای مورد استفاده در شیوه **f-string** در نهایت برای قرار گرفتن درون متن یا رشته مورد نظر می‌بایست به نوع رشته تبدیل شوند. در این شیوه به صورت پیش‌فرض متد ``()__str__`` برای تبدیل به نوع رشته فراخوانی می‌شود ولی می‌توان با قرار دادن نشانگر ``r!`` در انتهای شی مورد نظر، تعیین کرد که متد ``()__repr__`` فراخوانی شود::
+
+  >>> name = 'Saeid'
+  >>> print(f'My name is {name}')
+  My name is Saeid
+  >>> print(f'My name is {name!r}')
+  My name is 'Saeid'
+  >>> 
+
+در این شیوه می‌توان از نماد ``{}`` در خارج از اصول قالب‌بندی استفاده کرد ولی باید توجه داشت که هر دو نماد ``{{}}`` به عنوان یک ``{}`` در نظر گرفته می‌شود. وجود سه ``{{{}}}`` نیز در حکم همان دو تا می‌باشد::
+
+  >>> f'{{{{32}}}}'
+  '{{32}}'
+  >>> f'{{{32}}}'
+  '{32}'
+  >>> f'{{32}}'
+  '{32}'
+  >>> f'{32}'
+  '32'
+
+:: 
+
+  >>> print(f'{{My name}} is {name}')
+  {My name} is Saeid
+
+  >>> print(f'{{My name}} is {{name}}')  # NOTE!
+  {My name} is {name}
+
+  >>> print(f'{{My name}} is {{{name}}}')
+  {My name} is {Saeid} 
+
+  >>> print(f'{{My name}} is {{{{name}}}}')  # NOTE!
+  {My name} is {{name}}
+
+
+
+در نمونه کد پایین یک تابع را مستقیم در داخل متن موجود فراخوانی می‌کنیم::
+
+  >>> def to_lowercase(input):
+  ...     return input.lower()
+  ... 
+  >>> 
+  >>> name = "Eric Idle"
+  >>> 
+  >>> f"{to_lowercase(name)} is funny."
+  'eric idle is funny.'
+
+::
+
+  >>> f"{name.lower()} is funny."
+  'eric idle is funny.' 
+  >>> 
+
+
+همچنین می‌توانیم هر یک از اشیا مورد استفاده در درون متن را با شیوه خاص آن شی، با قرار دادن یک ``:`` به صورت جداگانه قالب‌بندی نماییم::
+
+
+  >>> a_float_number = 5.236501
+  >>> print(f'{a_float_number:.4f}')
+  5.2365
+  >>> print(f'{a_float_number:.2f}')
+  5.24
+  >>> 
+
+::
+
+  >>> a_int_number = 16
+  >>> print(f'{a_int_number:05d}')
+  00016
+  >>> 
+
+::
+
+  >>> import datetime
+  >>> now = datetime.datetime.now()
+  >>> print(f'{now:%Y-%m-%d %H:%M}')
+  2019-10-20 10:37
+
+در درس بیست و پنجم در مورد ماژول ``datetime`` صحبت خواهیم کرد. [`اسناد پایتون <https://docs.python.org/3/library/datetime.html>`__] 
+
+
+.. _python-string-methods: 
+
+برخی از متدهای کاربردی یک شی رشته
+-----------------------------------------------
+
+* ``()capitalize`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.capitalize>`__] - یک کپی از رشته که نخستین حرف آن به صورت بزرگ (Capital) نوشته شده است را برمی‌گرداند::
+
+    >>> a = "python string methods"
+    >>> a.capitalize()
+    'Python string methods'
+
+* ``(center(width`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.center>`__] - یک عدد صحیح که تعیین کننده اندازه رشته است گرفته و رشته را به صورت وسط‌چین شده درون این بازه برمی‌گرداند. در صورتی که اندازه تعیین شده کوچکتر از اندازه واقعی رشته ``(len(string`` باشد؛ رشته بدون تغییر بازگردانده می‌شود. این متد یک آرگومان اختیاری هم دارد که توسط آن می‌توان کاراکتری را برای پر کردن فضای خالی تعیین نمود::
+
+    >>> a = "python"
+
+    >>> a.center(25)
+    '          python         '
+
+    >>> a.center(25, "-")
+    '----------python---------'
+
+  دو متد مشابه دیگر با الگو ``(rjust(width`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.rjust>`__] و ``(ljust(width`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.ljust>`__] نیز هستند که به ترتیب برای راست‌چین و چپ‌چین کردن متن رشته استفاده می‌شوند::
+
+      >>> a.rjust(25)
+      '                   python'
+
+      >>> a.ljust(25, ".")
+      'python...................'
+
+
+* ``(count(sub`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.count>`__] - یک رشته را گرفته و تعداد وقوع آن در رشته اصلی را برمی‌گرداند. این متد دو آرگومان اختیاری نیز دارد که می‌توان نقطه شروع و پایان عمل این متد را مشخص نمود::
+
+    >>> a = "python string methods"
+
+    >>> a.count("t")
+    3
+    >>> a.count("tho")
+    2
+    >>> a.count("tho", 15)              # start=15
+    1
+    >>> a.count("tho", 0, len(a) - 1)   # start=0, end=20
+    2
+
+* ``(endswith(suffix`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.endswith>`__] - یک رشته را گرفته و چنانچه رشته اصلی با آن پایان یافته باشد مقدار ``True`` و در غیر این صورت ``False`` را برمی‌گرداند. این متد دو آرگومان اختیاری نیز دارد که می‌توان نقطه شروع و پایان عمل این متد را مشخص نمود::
+
+    >>> a = "Wikipedia, the free encyclopedia."
+
+    >>> a.endswith(",")
+    False
+    >>> a.endswith(",", 0 , 10)    # start=0, end=10
+    True
+    >>> a.endswith("pedia.", 14)   # start=14
+    True
+
+* ``(find(sub`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.find>`__] - یک رشته را گرفته و اندیس شروع آن را برای **نخستین** وقوع درون رشته اصلی برمی‌گرداند؛ در صورتی که آرگومان دریافتی در رشته اصلی یافت نشود مقدار ``1-`` برگردانده می‌شود. این متد دو آرگومان اختیاری نیز دارد که می‌توان نقطه شروع و پایان عمل این متد را مشخص نمود::
+
+    >>> a = "python programming language"
+
+    >>> a.find("language")
+    19
+    >>> a.find("p")
+    0
+    >>> a.find("p", 6)               # start=6
+    7
+    >>> a.find("g", 18, len(a)-1)    # start=18, end=27-1
+    22
+    >>> a.find("saeid")
+    -1 
+
+  متد مشابه دیگری نیز با الگو ``(rfind(sub`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.rfind>`__] وجود دارد؛ ولی با این تفاوت که اندیس شروع آرگومان دریافتی را برای **آخِرین** وقوع درون رشته اصلی برمی‌گرداند::
+
+      >>> a.rfind("p")
+      7
+      >>> a.rfind("p", 6)
+      7
+      >>> a.rfind("g", 18, len(a)-1)
+      25
+      >>> a.rfind("saeid")
+      -1
+
+  در صورتی که نیازی به اندیس ندارید و تنها می‌خواهید وجود یک رشته را درون رشته‌ای مشخص بررسی نمایید؛ از عملگر ``in`` استفاده کنید::
+
+      >>> "language" in a
+      True
+      >>> "p" in a
+      True
+      >>> "saeid" in a
+      False
+
+* ``(index(sub`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.index>`__] - همانند متد ``(find(sub`` است با این تفاوت که اگر آرگومان دریافتی در رشته اصلی یافت نشود یک خطا ``ValueError`` را گزارش می‌دهد::
+
+    >>> a = "python programming language"
+
+    >>> a.index("python")
+    0
+    >>> a.index("python", 6)
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+    ValueError: substring not found
+
+  متد دیگری نیز با الگو ``(rindex(sub`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.rindex>`__] وجود دارد که مانند ``(rfind(sub`` عمل می‌کند ولی با این تفاوت که اگر آرگومان دریافتی در رشته اصلی یافت نشود یک خطا ``ValueError`` را گزارش می‌دهد::
+
+      >>> a.rindex("g", 18, len(a)-1)
+      25
+
+
+
+* ``(join(iterable`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.join>`__] - یک دنباله با اعضایی تمام از نوع رشته را به صورت آرگومان دریافت می‌کند و با استفاده از رشته اصلی اعضای آن‌ را به یکدیگر پیوند داده و برمی‌گرداند::
+
+    >>> a = "-*-"
+
+    >>> a.join("python")
+    'p-*-y-*-t-*-h-*-o-*-n'
+
+    >>> a.join(['p', 'y', 't', 'h', 'o', 'n'])   # get a list of strings
+    'p-*-y-*-t-*-h-*-o-*-n'
+
+* ``(split(sep`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.split>`__] - یک کاراکتر را دریافت کرده و رشته را بر اساس آن از هم جدا کرده و به صورت یک شی لیست (list) برمی‌گرداند. این متد یک آرگومان اختیاری نیز دارد که می توان تعداد عمل جداسازی را تعیین نمود::
+
+    >>> a = "p-y-t-h-o-n"
+
+    >>> a.split()
+    ['p-y-t-h-o-n']
+
+    >>> a.split("-")
+    ['p', 'y', 't', 'h', 'o', 'n']
+
+    >>> a.split("-", 2)
+    ['p', 'y', 't-h-o-n']
+
+    >>> '1,2,,3,'.split(',')
+    ['1', '2', '', '3', '']
+
+  متد مشابه دیگری نیز با الگو ``(rsplit(sep`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.rsplit>`__] وجود دارد ولی با این تفاوت که رشته را از سمت راست پیمایش می‌کند::
+
+      >>> a.rsplit("-")
+      ['p', 'y', 't', 'h', 'o', 'n']
+
+      >>> a.rsplit("-", 2)
+      ['p-y-t-h', 'o', 'n']
+
+* ``(replace(old, new`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.replace>`__] - دو رشته به صورت آرگومان دریافت می‌کند؛ در تمام رشته اصلی بخش‌هایی که برابر مقدار آرگومان ``old``  هستند را با آرگومان ``new`` جایگزین می‌کند و سپس رشته جدید را برمی‌گرداند. این متد یک آرگومان اختیاری نیز دارد که می‌توان تعداد عمل جایگزینی را تعیین نمود::
+
+    >>> a = "He has a blue house and a blue car!"
+
+    >>> a.replace("blue", "red")
+    'He has a red house and a red car!'
+
+    >>> a.replace("blue", "red", 1)
+    'He has a red house and a blue car!'
+
+
+* ``()lower`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.lower>`__] - تمام حروف الفبا انگلیسی موجود در رشته را به حرف **کوچک** تبدیل می‌کند و برمی‌گرداند::
+
+    >>> "CPython-3.4".lower()
+    'cpython-3.4'
+
+
+  برعکس؛ متد ``()upper`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.upper>`__] تمام حروف الفبا انگلیسی موجود در رشته را به حرف **بزرگ** تبدیل می‌کند و برمی‌گرداند::
+
+    >>> "CPython-3.4".upper()
+    'CPYTHON-3.4'
+
+* ``()islower`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.islower>`__] - اگر رشته حداقل شامل یکی از حروف الفبا انگلیسی بوده و تمام حروف الفبا آن به صورت **کوچک** باشند مقدار ``True`` و در غیر این صورت ``False`` را برمی‌گرداند::
+
+    >>> "python".islower()
+    True
+    >>> "python-3.4".islower()
+    True
+    >>> "Python".islower()
+    False
+
+
+  برعکس؛ متد ``()isupper`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.isupper>`__] اگر رشته حداقل شامل یکی از حروف الفبا انگلیسی بوده و تمام حروف الفبا آن به صورت **بزرگ** باشند مقدار ``True`` و در غیر این صورت ``False`` را برمی‌گرداند::
+
+    >>> "python".isupper()
+    False
+    >>> "Python".isupper()
+    False
+    >>> "PYTHON".isupper()
+    True
+    >>> "PYTHON-3.4".isupper()
+    True
+
+
+* ``()isalpha`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.isalpha>`__] - اگر رشته حداقل شامل یک کاراکتر بوده و تمام کاراکترهای آن تنها یکی از حروف الفبا انگلیسی (کوچک یا بزرگ) باشند مقدار ``True`` و در غیر این صورت ``False`` را برمی‌گرداند::
+
+    >>> "python".isalpha()
+    True
+    >>> "python34".isalpha()
+    False
+    >>> "python 34".isalpha()
+    False
+
+
+* ``()isalnum`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.isalnum>`__] - اگر رشته حداقل شامل یک کاراکتر بوده و تمام کاراکترهای آن تنها یکی از عددهای ``0`` تا ``9`` یا حروف الفبا انگلیسی (کوچک یا بزرگ) باشند مقدار ``True`` و در غیر این صورت ``False`` را برمی‌گرداند::
+
+    >>> "python34".isalnum()
+    True
+    >>> "python3.4".isalnum()
+    False
+    >>> "python-34".isalnum()
+    False
+
+
+* ``()isdigit`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.isdigit>`__] - اگر رشته حداقل شامل یک کاراکتر بوده و تمام کاراکترهای آن تنها یکی از عددهای ``0`` تا ``9`` باشند مقدار ``True`` و در غیر این صورت ``False`` را برمی‌گرداند::
+
+    >>> "python34".isdigit()
+    False
+    >>> "34".isdigit()
+    True
+    >>> "3.4".isdigit()
+    False
+
+.. _python-string-types: 
+
+انواع رشته
+-----------------
+
+رشته در پایتون توسط سه نوع ارایه می‌گردد. ::
+
+    >>> a = "python"
+    >>> type(a)
+    <class 'str'>
+
+    >>> a = b"python"
+    >>> type(a)
+    <class 'bytes'>
+
+
+*  رشته‌های معمولی (حاوی کاراکترهای اَسکی و یونیکد) که تا این لحظه با آن‌ها کار می‌کردیم همگی توسط نوع  ``str`` در پایتون معرفی شده‌اند. در واقع یک شی از کلاس ``str`` در پایتون هستند.
+* داده‌های باینری: ``bytes`` - تمامی داده‌ها قابل چاپ نیستند، همانند داده‌های یک تصویر یا صوت. گاهی لازم است داده‌ها در همان شکل باینری مورد پردازش قرار بگیرند. نوع ``bytes`` در پایتون یک قابلیت برای ذخیره این دست داده‌ها می‌باشد که هر چند محدودیتی در کاربرد ندارد.
+* نوع تغییر پذیر (Mutable) برای داده‌های باینری: ``bytearray`` - این نوع در واقع یک دنباله تغییر پذیر از نوع ``bytes`` است.
+
+در پایتون برای ایجاد نوع ``bytes`` می‌توان از حرف ``b`` در ابتدای رشته یا از کلاس ``()bytes`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#bytes>`__] استفاده کرد. در استفاده از کلاس، لازم است که سیستم کدگذاری آن را نیز مشخص نماییم و بهتر است داده‌های عددی را نیز به شکل یک شی لیست ارسال نماییم::
+
+
+    >>> b = b"python"
+    >>> b
+    b'python'
+
+::
+
+    >>> b = bytes("python", "utf-8")
+    >>> b
+    b'python'
+
+    >>> c = bytes([97])
+    >>> c
+    b'a'
+
+اکنون برای تبدیل نوع ``bytes`` به ``str`` نیاز به کدگشایی یا Decode کردن داده‌ها داریم؛ این کار را می‌توان با استفاده از متد ``()decode`` یا کلاس ``()str`` با مشخص کردن سیستم کدگشایی به انجام رساند::
+
+    >>> type(b)
+    <class 'bytes'>
+
+    >>> print(b)
+    b'python'
+
+    >>> b.decode("utf-8")
+    'python'
+
+    >>> str(b, "utf-8")
+    'python'
+
+
+همانند کلاس ``()bytes`` این بار برای ایجاد نوع ``bytearray`` از کلاس ``()bytearray`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#bytearray>`__] استفاده می‌شود::
+
+    >>> # Python 3.x
+
+    >>> b = bytearray("python", "utf-8")
+
+    >>> b
+    bytearray(b'python')
+
+    >>> print(b)
+    bytearray(b'python')
+
+    >>> b[0]
+    112
+    >>> b[0] = 106           # 106='j'
+
+    >>> b.decode("utf-8")
+    'jython'
+    >>> str(b, "utf-8")
+    'jython'
+
+
+
+|
+
+----
+
+:emoji-size:`😊` امیدوارم مفید بوده باشه
+
+
diff --git a/source/log.rst b/source/log.rst
index 8a7d5ed..150de57 100644
--- a/source/log.rst
+++ b/source/log.rst
@@ -14,7 +14,18 @@
 
 .. raw:: html
 
-    <p class="rubric" id="00129" ><a class="reference external" href="00129">00129</a> - پنجشنبه ۲۴ فروردین ۱۴۰۲</p>
+    <p class="rubric" id="00130" ><a class="reference external" href="#00130">00130</a> - جمعه ۲۵ فروردین ۱۴۰۲</p>
+
+* درس هفتم مورد ویرایش قرار گرفت و بروزرسانی گردید.
+* جهت کاهش محتوا و آسانی در مطالعه، درس هفتم در قالب دو صفحه مجزا ارایه گردید.
+
+
+
+----
+
+.. raw:: html
+
+    <p class="rubric" id="00129" ><a class="reference external" href="00129">00129</a> - پنج‌شنبه ۲۴ فروردین ۱۴۰۲</p>
 
 * بنابر تذکر آقای «محمد درویشی» متن زیر از درس دهم اصلاح گردید:
 
diff --git a/source/preface.rst b/source/preface.rst
index 0d5ab18..1096436 100644
--- a/source/preface.rst
+++ b/source/preface.rst
@@ -1,7 +1,7 @@
 پیش‌گفتار
 ==========
 
-آنچه در این کتاب گرد آمده، حاصل یادگیری‌های شخصی از منابع مختلف و در دسترس مرتبط با آموزش پایتون است؛ یک یادداشت شخصی ولی منسجم. با این حال نمی‌توان این کتاب را ترجمه یا برداشت از یک یا چند منبع مشخص دانست. چرا که هر موضوعی پیش از نوشتن، پیش‌نیازهای آن برآورد و کاملا با مستندات اصلی زبان پایتون هماهنگ شده است. این رویه درنهایت منجر به ایجاد طرحی جدا از منابع متداول آموزشی شده است به گونه‌ای که میتوان این کتاب را یک نسخه ساده شده و روان از مستندات پایتون همراه با پیش‌نیازهای آن به زبان پارسی در نظر گرفت!
+آنچه در این کتاب گرد آمده، حاصل یادگیری‌های شخصی از منابع مختلف و در دسترس مرتبط با آموزش پایتون است؛ یک یادداشت شخصی ولی منسجم. با این حال نمی‌توان این کتاب را ترجمه یا برداشت از یک یا چند منبع مشخص دانست. چرا که هر موضوعی پیش از نوشتن، پیش‌نیازهای آن برآورد و کاملا با مستندات اصلی زبان پایتون هماهنگ شده است. این رویه درنهایت منجر به ایجاد طرحی جدا از منابع متداول آموزشی شده است، به گونه‌ای که می‌توان این کتاب را یک نسخه ساده شده و روان از مستندات پایتون همراه با پیش‌نیازهای آن به زبان پارسی در نظر گرفت!
 
 همانند پایتون، تمرکز این کتاب نیز بر سادگی گذاشته شده  و تلاش گشته تا هر زمان که نیاز به دانستن موضوعی عمومی یا جدا از زبان پایتون بوده، آن موضوع نیز بیان شود. به همین دلیل، مطالعه این کتاب برای افرادی که پیش‌تر تجربه برنامه‌نویسی نداشته‌اند نیز کاملا مناسب خواهد بود. تمامی دروس سطح‌بندی شده‌اند و تا سطح متوسط برنامه‌نویسی با زبان پایتون را پوشش می‌دهند. سطوح در نظر گرفته شده در این کتاب عبارتند از: پایه (دروس یکم تا پنجم)، مقدماتی (دروس ششم تا یازدهم) و متوسط (دروس دوازدهم تا بیست و پنجم).
 

From fbe8e836da5481d21d55ef6bae0f9f524018de07 Mon Sep 17 00:00:00 2001
From: Saeid <saeid.dq@gmail.com>
Date: Sat, 15 Apr 2023 10:46:57 +0430
Subject: [PATCH 33/79] split l08

---
 source/index.rst                              |   3 +-
 ...8.rst => l08-list-and-tuple-in-python.rst} | 855 +----------------
 source/lessons/l08-set-and-dict-in-python.rst | 878 ++++++++++++++++++
 3 files changed, 890 insertions(+), 846 deletions(-)
 rename source/lessons/{l08.rst => l08-list-and-tuple-in-python.rst} (51%)
 create mode 100644 source/lessons/l08-set-and-dict-in-python.rst

diff --git a/source/index.rst b/source/index.rst
index 0150311..94beadf 100644
--- a/source/index.rst
+++ b/source/index.rst
@@ -36,7 +36,8 @@
    lessons/l06-python-syntax
    lessons/l07-numeric-types-in-python
    lessons/l07-string-in-python
-   lessons/l08
+   lessons/l08-list-and-tuple-in-python
+   lessons/l08-set-and-dict-in-python
    lessons/l09
    lessons/l10
    lessons/l11
diff --git a/source/lessons/l08.rst b/source/lessons/l08-list-and-tuple-in-python.rst
similarity index 51%
rename from source/lessons/l08.rst
rename to source/lessons/l08-list-and-tuple-in-python.rst
index 60b80f5..c19806a 100644
--- a/source/lessons/l08.rst
+++ b/source/lessons/l08-list-and-tuple-in-python.rst
@@ -1,24 +1,28 @@
 .. role:: emoji-size
 
 .. meta::
-   :description: کتاب آموزش زبان برنامه نویسی پایتون به فارسی، آموزش انواع داده در پایتون، آموزش انواع لیست (list)، تاپل (tuple)، دیکشنری (dict) در پایتون، دسته بندی انواع داده در پایتون
-   :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, انواع شی, انواع داده, انواع شی در پایتون, انواع داده در پایتون,  پایتون
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس هشتم: ساختمان داده در پایتون، list و tuple
+   :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, انواع شی, انواع داده, ساختمان داده در پایتون, list در پایتون,  tuple  در پایتون
 
 
-درس ۰۸: انواع داده یا شی در پایتون: set ،dict ،tuple ،list و None
+.. _lesson-08.1: 
+
+درس ۰۸: ساختمان داده در پایتون: list و tuple
 ====================================================================================
 
 .. figure:: /_static/pages/08-python-built-in-data-types-2.jpg
     :align: center
-    :alt: انواع داده یا شی در پایتون: set ،dict ،tuple، list و None
+    :alt: درس ۰۸: ساختمان داده در پایتون: tuple و list
     :class: page-image
 
     Photo by `Natalia Y <https://unsplash.com/photos/Oxl_KBNqxGA>`__
   
+  
+از درس هفتم با انواع داده از پیش آماده در پایتون آشنا شده‌ایم و در این درس به ساختمان‌های داده در پایتون خواهیم پرداخت. ساختمان‌های داده یا Data Structures به اشیایی گفته می‌شود که برای نگهداری از یک مجموعه داده طراحی شده‌اند و هر یک دارای ویژگی منحصربه‌فرد خود است. برای مثال قابل تغییر بودن، امکان حفظ ترتیب اعضا، امکان نگهداری داده‌های تکراری یا تنها  اجبار به نگهداری داده‌های یکتا که هر یک مناسب وضعیت خاصی در برنامه‌نویسی هستند. این درس به بررسی چهار ساختمان داده متداول در پایتون خواهد پرداخت: لیست (list)، تاپِل (tuple)، مجموعه (set) و دیکشنری (dict)
 
-پایتون هر «نوع داده» (Data Type) را توسط یک کلاس ارایه می‌دهد؛ بنابراین هر داده یک نمونه یا یک شی از کلاسی مشخص است. هر چند برنامه‌نویس نیز می‌تواند با تعریف کلاس، نوع دلخواه خود را داشته باشد ولی در این درس می‌خواهیم درباره آن بخشی از انواع داده یا انواع شی‌ (Object Types) که به شکل آماده (Built-in) در اختیار مفسر زبان پایتون قرار داده شده است صحبت کنیم. 
 
-این درس در ادامه درس پیش به بررسی برخی از انواع دیگر پایتون به مانند «لیست»، «تاپل»، «دیکشنری» و «مجموعه» می‌پردازد.
+به منظور جلوگیری از طولانی شدن متن درس و همینطور سادگی در مطالعه، محتوا این درس در قالب دو بخش ارایه می‌شود که بخش نخست تنها به شرح لیست (list) و تاپِل (tuple) خواهد پرداخت.
+
 
 
 
@@ -1036,850 +1040,11 @@
     >>> type(t)
     <class 'tuple'>
 
-
-دیکشنری
----------
-
-یکی دیگر از انواع انعطاف پذیر آماده در پایتون «**دیکشنری**» (Dictionary) می‌باشد که با نام کوتاه شده ``dict`` ارایه شده است. اشیا نوع دیکشنری با استفاده از نماد آکولاد ``{ }`` معرفی‌ می‌شوند و هر داده در آن به شکل یک جفت «**کلید:مقدار**» (key:value) ذخیره می‌گردد. از این نوع شی با عنوان شی mapping (نگاشت) پایتون نیز یاد می‌شود چرا که در این نوع هر شی «کلید» به یک شی «مقدار» map یا نگاشت داده می‌شود. شی دیکشنری دنباله نیست ولی تغییر پذیر بوده و «مقدار» هر عضو توسط «کلید» متناظر با آن دستیابی می‌شود. شی «مقدار» می‌تواند از هر نوعی باشد حتی یک شی دیکشنری دیگر ولی شی «کلید» تنها می‌بایست از انواع «تغییر ناپذیر» انتخاب شود و باید توجه داشت که تمام «کلید»‌های یک شی دیکشنری می‌بایست «**یکتا**» (Unique) باشند.
-
-::
-
-    >>> d = {1:'One', 2:'Two', 3:'Three'}
-
-    >>> type(d)
-    <class 'dict'>
-
-    >>> d
-    {1: 'One', 2: 'Two', 3: 'Three'}
-
-    >>> print(d)
-    {1: 'One', 2: 'Two', 3: 'Three'}
-
-    >>> import sys 
-    >>> sys.getsizeof(d)
-    288
-
-در نمونه کد بالا؛ اشیا ``1``، ``2`` و ``3`` کلید‌های شی ``d`` هستند که به ترتیب با اشیای ``'One'`` و ``'Two'`` و ``'Three'`` نگاشت شده‌اند. برای دستیابی هر مقدار شی دیکشنری ``dic`` از الگو ``[dic[key`` استفاده می‌کنیم که ``key`` در آن، کلید متصل به مقدار مورد نظر می‌باشد::
-
-
-    >>> d = {1:'One', 2:'Two', 3:'Three'}
-
-    >>> d[0]
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-    KeyError: 0
-
-    >>> d[1]
-    'One'
-
-    >>> d[3][2:]
-    'ree'
-
-
-``[d[3`` اشاره به مقدار ``'Three'`` دارد؛ و از آنجا که این شی یک دنباله است می‌توان به روش دنباله‌ها (یعنی با استفاده از اندیس موقعیت) عضوهای این شی را نیز دستیابی نماییم.
-
-
-به چند مثال دیگر توجه نمایید::
-
-    >>> d = {}    # An empty dictionary
-    >>> d
-    {}
-
-::
-
-    >>> d = {'name': 'Bob', 'age': 40}
-
-    >>> d['name']
-    'Bob'
-    >>> d['age']
-    40
-
-::
-
-    >>> d = {'cb4f2': {'name': 'Bob', 'age': 40}}
- 
-    >>> d['cb4f2']['age']
-    40
-
-
-
-ساختار نوع دیکشنری مشابه «جدول درهم‌سازی» (`Hash table <https://en.wikipedia.org/wiki/Hash_table>`_) است و کاربرد‌های فراوانی در الگوریتم‌های جستجو دارد. از این نوع همچنین می‌توان برای سازماندهی و ذخیره داده‌ها بر روی فایل استفاده کرد؛ برای نمونه فرض کنید می‌خواهیم چند فیلم با بازی Benedict Cumberbatch را به گونه‌ای در اختیار داشته باشیم که بتوانیم  آن‌ها را بر اساس سال ساخت دستیابی نماییم::
-
-    >>> benedict_cumberbatch = {'2014':'The Imitation Game',
-    ...                         '2013':('The Fifth Estate', '12 Years a Slave', 'Star Trek Into Darkness'),
-    ...                         '2012':'The Hobbit: An Unexpected Journey',
-    ...                         '2011':('War Horse', ' Wreckers', 'Tinker Tailor Soldier Spy')}
-    >>> 
-
-    >>> benedict_cumberbatch['2014']
-    'The Imitation Game'
-
-    >>> len(benedict_cumberbatch['2011'])
-    3
-
-    >>> benedict_cumberbatch['2011'][0]
-    'War Horse'
-
-
-از تابع ``()len`` نیز می‌توان برای به دست آوردن تعداد عضوهای شی دیکشنری (جفتِ کلید:مقدار) استفاده کرد::
-
-    >>> d = {1:'One', 2:'Two', 3:'Three'}
-
-    >>> len(d)
-    3
-
-با انتساب یک مقدار جدید به یک کلید موجود از شی دیکشنری می‌توان مقدار آن کلید را تغییر داد و با انتساب یک مقدار به یک کلید جدید که در شی دیکشنری وجود ندارد یک عضو جدید به آن شی افزوده می‌شود::
-
-    >>> d = {'name': 'Bob', 'age': 40}
-    
-    >>> d['name'] = 'Jhon'
-    >>> d
-    {'name': 'Jhon', 'age': 40}
-
-    >>> d['job'] = 'unemployed'
-    >>> d
-    {'name': 'Jhon', 'job': 'unemployed', 'age': 40}
-
-*برخلاف شی لیست یا تاپل (یا در کل دنباله‌ها) که داده‌هایی منظم (Ordered) هستند و ترتیب یا جایگاه قرار گرفتن عضوهای آن‌ها اهمیت دارد، یک شی دیکشنری این طور نیست و ترتیب عضوها در آن کاملا بی اهمیت است.*
-
-با استفاده از دستوری مشابه ``[del dic[key`` نیز می‌توان یک عضو شی دیکشنری را حذف کرد::
-
-    >>> d = {'name': 'Jhon', 'job': 'unemployed', 'age': 40}
-
-    >>> del d['job']
-    >>> d
-    {'name': 'Jhon', 'age': 40}
-
-
-امکانی برای تغییر کلیدها وجود ندارد مگر آنکه عضو مورد نظر را حذف کرده و یک عضو جدید (همان مقدار ولی با کلیدی جدید) اضافه نمایید::
-
-    >>> d = {'name': 'Jhon', 'job': 'unemployed', 'age': 40}
-
-    >>> d['occupation'] = d['job']
-    >>> del d['job']
-
-    >>> d
-    {'name': 'Jhon', 'age': 40, 'occupation': 'unemployed'}
-
-.. rubric::  عملگرها برای دیکشنری
-
-عملگرهای ``+`` و ``*`` برای اشیا دیکشنری تعریف **نشده‌اند**.
-
-از عملگرهای عضویت می‌توان برای بررسی وجود یک **کلید** در شی دیکشنری استفاده کرد::
-
-    >>> 'job' in {'name': 'Bob', 'age': 40} 
-    False
-
-    >>> 'job' not in {'name': 'Bob', 'age': 40} 
-    True
-
-در مورد عملکرد عملگر برابری ``==``  و عملگرهای هویت (``is`` و ``is not``) صحبت شده است؛ این عملگرها برای اشیا دیکشنری نیز کاربرد دارند.
-
-
-.. rubric::  کپی کردن
-
-همانطور که گفته شد شی دیکشنری از انواع «تغییر پذیر» پایتون است و همان توضیحاتی که در مورد شی لیست بیان شد؛ در اینجا هم درست است و گاهی نیاز می‌شود که از ماژول ``copy`` برای کپی اشیا دیکشنری استفاده نماییم:
-
-* بدون کپی کردن::
-
-    >>> d1 = {'name': 'Bob', 'age': 40}
-
-    >>> d2 = d1
-
-    >>> d1 == d2
-    True
-    >>> d1 is d2
-    True
-
-    >>> d1['age'] = 46
-
-    >>> d1
-    {'name': 'Bob', 'age': 46}
-    >>> d2
-    {'name': 'Bob', 'age': 46}
-
-
-* کپی سطحی::
-
-    >>> d1 = {'name': 'Bob', 'age': 40}
-
-    >>> import copy
-    >>> d2 = copy.copy(d1)              # shallow copy
-
-    >>> d1 == d2
-    True
-    >>> d1 is d2                        # False!
-    False
-
-    >>> d1['age'] = 46
-
-    >>> d1
-    {'name': 'Bob', 'age': 46}
-    >>> d2
-    {'name': 'Bob', 'age': 40}
-
-  ::
-
-      >>> d1 = {'names': ['Bob', 'Jhon'], 'ages': [40, 40]}
-
-      >>> import copy
-      >>> d2 = copy.copy(d1)              # shallow copy
-
-      >>> d1 == d2
-      True
-      >>> d1 is d2                        # False!
-      False
-
-      >>> d1['ages'][0] = 46
-
-      >>> d1
-      {'ages': [46, 40], 'names': ['Bob', 'Jhon']}
-
-      >>> # d2 has changed!
-      >>> d2                              
-      {'ages': [46, 40], 'names': ['Bob', 'Jhon']}
-
-* کپی عمیق::
-
-    >>> d1 = {'names': ['Bob', 'Jhon'], 'ages': [40, 40]}
-
-    >>> import copy
-    >>> d2 = copy.deepcopy(d1)          # deep copy
- 
-    >>> d1 == d2
-    True
-    >>> d1 is d2                        # False!
-    False
-
-    >>> d1['ages'][0] = 46
-
-    >>> d1
-    {'ages': [46, 40], 'names': ['Bob', 'Jhon']}
-    >>> d2
-    {'ages': [40, 40], 'names': ['Bob', 'Jhon']}
-
-
-.. rubric:: تبدیل به شی دیکشنری
-
-برای تبدیل دیگر اشیا به نوع دیکشنری یا در کل ایجاد شی دیکشنری از کلاس ``()dict`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#func-dict>`__] استفاده می‌شود. توجه داشته باشید که عضوهای شی دیکشنری از طریق آرگومان‌ها و به شکل «**کلید=مقدار**» به کلاس فرستاده می‌شوند::
-
-    >>> d = dict(one=1, two=2, three=3)
-
-    >>> d
-    {'two': 2, 'one': 1, 'three': 3}
-    >>> d['one']
-    1
-
-*در این حالت برای انتخاب کلیدها باید قوانین انتخاب نام در پایتون را رعایت نماییم؛ برای مثال کلیدی که با عدد شروع شود مجاز نمی‌باشد.*
-
-برای فرستادن کلیدها و مقدارها می‌توانیم از تابع ``()zip`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#zip>`__] استفاده کنیم و خروجی این تابع را به عنوان آرگومان به کلاس ``dict`` ارسال کنیم. می‌توان اینگونه تصور کرد که این تابع تعدادی شی دنباله را می‌گیرد و عضوهای نظیر به نظیر آن‌ها را در کنار هم قرار می‌دهد؛ این دنباله‌ها باید تعداد عضو برابری داشته باشند؛ چرا که عضوهای اضافی هر دنباله نادیده گرفته می‌شود. خروجی ``()zip`` یک شی جدید از نوع ``zip`` است و برای مشاهده معمولا آن را به نوع لیست تبدیل می‌کنند::
-
-    >>> k = [1, 2, 3, 4, 5]
-    >>> v = ['x', 'y', 'z']
-
-    >>> z = zip(k, v)
-
-    >>> z
-    <zip object at 0x7eff1d263548>
-
-    >>> type(z)
-    <class 'zip'>
-
-    >>> list(z)
-    [(1, 'x'), (2, 'y'), (3, 'z')]
-
-::
-
-    >>> k = (1, 2, 3)
-    >>> v = ('One', 'Two', 'Three')
-
-    >>> d = dict(zip(k, v))
-
-    >>> d
-    {1: 'One', 2: 'Two', 3: 'Three'}
-
-در آینده باز هم از تابع ``()zip`` استفاده خواهیم کرد.
-
-
-
-
-.. rubric:: برخی از متدهای کاربردی یک شی دیکشنری
-
-* ``()items`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.items>`__] تمام عضوهای شی را برمی‌گرداند - ``()values`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.values>`__] تمام مقدارهای موجود در شی را بر می‌گرداند - ``()keys`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.keys>`__] تمام کلیدهای موجود در شی را بر می‌گرداند::
-
-    >>> # Python 3.x
-
-    >>> d = {1:'One', 2:'Two', 3:'Three'}
-
-    >>> d.items()
-    dict_items([(1, 'One'), (2, 'Two'), (3, 'Three')])
-
-    >>> d.values()
-    dict_values(['One', 'Two', 'Three'])
-
-    >>> d.keys()
-    dict_keys([1, 2, 3])
-
-  توجه داشته باشید که در نسخه‌های 3x پایتون خروجی این متدها از نوع متفاوتی است که با استفاده از ``()type`` می‌توانید مشاهده کنید؛ این نوع ``dict_view`` نامیده می‌شود [`اسناد پایتون 3x <http://docs.python.org/3/library/stdtypes.html#dict-views>`__]. این متدها یک کپی از داده‌های مورد نظر (عضوها یا مقدارها یا کلیدها) را بر نمی‌گردانند بلکه می‌توان گفت پنجره‌ای برای مشاهده آنچه که هست باز می‌کنند و در هر زمان که این داده‌ها تغییر کنند این خروجی‌ها نیز تغییر می‌کنند. برای مشاهده بهتر این خروجی‌ها می‌توانید آن‌ها را به نوع لیست تبدیل نمایید::
-
-      >>> list(d.items())
-      [(1, 'One'), (2, 'Two'), (3, 'Three')]
-
-      >>> list(d.values())
-      ['One', 'Two', 'Three']
-
-      >>> list(d.keys())
-      [1, 2, 3]
-
-  این متدها در پایتون 2x چنین خروجی ندارند و تنها یکی کپی از داده‌ها را برمی‌گردانند. البته در نسخه 2.7 متدهای معادلی با عنوان‌های ``()viewitems`` [`اسناد پایتون <http://docs.python.org/2/library/stdtypes.html#dict.viewitems>`__] و ``()viewvalues`` [`اسناد پایتون <http://docs.python.org/2/library/stdtypes.html#dict.viewvalues>`__] و ``()viewkeys`` [`اسناد پایتون <http://docs.python.org/2/library/stdtypes.html#dict.viewkeys>`__] پورت شده است::
-
-    >>> # Python 2.7
-
-    >>> d = {1:'One', 2:'Two', 3:'Three'}
-
-    >>> d.viewitems()
-    dict_items([(1, 'One'), (2, 'Two'), (3, 'Three')])
-
-    >>> d.viewvalues()
-    dict_values(['One', 'Two', 'Three'])
-
-    >>> d.viewkeys()
-    dict_keys([1, 2, 3])
-
-  ::
-
-      >>> # Python 2.x
-
-      >>> d = {1:'One', 2:'Two', 3:'Three'}
- 
-      >>> d.items()
-      [(1, 'One'), (2, 'Two'), (3, 'Three')]
-
-      >>> d.values()
-      ['One', 'Two', 'Three']
-
-      >>> d.keys()
-      [1, 2, 3]
-
-
-
-* ``()clear`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.clear>`__] - تمام عضوهای یک شی دیکشنری را حذف می‌کند::
-
-    >>> d = {1:'One', 2:'Two', 3:'Three'}
-
-    >>> d.clear()
-    >>> d
-    {}
-
-* ``()copy`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.copy>`__] - این متد یک کپی سطحی از شی برمی‌گرداند::
-
-    >>> d1 = {'name':'Bob'}
-
-    >>> d2 = d1.copy()
-
-    >>> d1 is d2
-    False
-
-* ``(fromkeys(seq`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.fromkeys>`__] - یک دنباله از کلیدها را دریافت و یک شی جدید دیکشنری با استفاده از آن‌ها ایجاد می‌کند؛ البته کلیدهای این شی فاقد مقدار هستند که می‌بایست در زمانی دیگر به آن‌ها مقدار داد::
-
-    >>> k = (1, 2, 3)   # or k=[1, 2, 3]  or  k='123' 
-
-    >>> dict.fromkeys(k)
-    {1: None, 2: None, 3: None}
-
-
-  توجه داشته باشید که این متد توسط خود کلاس ``dict`` فراخوانی می‌شود.
-
-  این متد یک آرگومان اختیاری نیز دارد که توسط آن می‌توان یک شی را به عنوان «مقدار» پیش‌فرض کلید‌ها تعیین نمود::
-
-      >>> k = (1, 2, 3)
-
-      >>> dict.fromkeys(k, '-*-')
-      {1: '-*-', 2: '-*-', 3: '-*-'}
-
-* ``(pop(key`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.pop>`__] - عضو دارنده کلید ``key`` را حذف و مقدار آن را برمی‌گرداند. چنانچه عضوی با این کلید یافت نشود شی پیش‌فرض تعیین شده (آرگومان دوم که اختیاری است) را برمی‌گرداند و اگر این آرگومان ارسال نشده باشد یک خطا گزارش می‌دهد::
-
-    >>> d = {1:'One', 2:'Two', 3:'Three'}
-
-    >>> d.pop(2)
-    'Two'
-    >>> d
-    {1: 'One', 3: 'Three'}
-
-    >>> d.pop(2)
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-    KeyError: 2
-
-    >>> d.pop(2, 'Oops!')
-    'Oops!'
-
-
-  از این متد می‌توان برای تغییر راحت‌تر کلیدها استفاده کرد!::
-
-      >>> d = {'name': 'Jhon', 'job': 'unemployed', 'age': 40}
-
-      >>> d['occupation'] = d.pop('job')
-
-      >>> d
-      {'name': 'Jhon', 'age': 40, 'occupation': 'unemployed'}
-
-  متد مشابه دیگری نیز با نام ``()popitem`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.popitem>`__] - که بدون آرگومان است - در دسترس می‌باشد؛ این متد در هر فراخوانی یک عضو از شی مورد نظر را به صورت دلخواه حذف و به شکل تاپل (key, value) برمی‌گرداند و چنانچه دیکشنری خالی باشد یک خطا ``KeyError`` گزارش می‌دهد::
-
-    >>> d = {1:'One', 2:'Two', 3:'Three'}
-
-    >>> d.popitem()
-    (1, 'One')
-    
-* ``(get(key`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.get>`__] - مقدار مربوط به کلید ``key`` را برمی‌گرداند. چنانچه درون شی مورد نظر هیچ عضوی با این کلید وجود نداشته باشد شی پیش‌فرض تعیین شده (آرگومان دوم که اختیاری است) را برمی‌گرداند و اگر این آرگومان ارسال نشده باشد هیچ خطایی گزارش **نمی‌دهد**::
-
-    >>> d = {1:'One', 2:'Two', 3:'Three'}
-
-    >>> d.get(1)
-    'One'
-
-    >>> d.get(0)
-    >>> 
-
-    >>> d.get(0, False)
-    False
-
-
-* ``(setdefault(key`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.setdefault>`__] - مقدار مربوط به کلید ``key`` را برمی‌گرداند. چنانچه عضوی با این کلید درون شی مورد نظر وجود نداشته باشد، کلید را به همراه  مقدار پیش‌فرض تعیین شده (آرگومان دوم که اختیاری است) درون شی اضافه می‌کند و خود این مقدار را برمی‌گرداند؛ اگر آرگومان دوم ارسال نشده باشد به صورت پیش‌فرض مقدار ``None`` در نظر گرفته خواهد شد::
-
-    >>> d = {1:'One', 2:'Two', 3:'Three'}
-
-    >>> d.setdefault(1)
-    'One'
-    >>> d
-    {1: 'One', 2: 'Two', 3: 'Three'}
-
-    >>> d.setdefault(5)
-    >>> d
-    {1: 'One', 2: 'Two', 3: 'Three', 5: None}
-
-    >>> d.setdefault(7, 'Seven')
-    'Seven'
-    >>> d
-    {1: 'One', 2: 'Two', 3: 'Three', 5: None, 7: 'Seven'}
-
-
-
-* ``()update`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.update>`__] - یک شی دیکشنری دیگر را به عنوان آرگومان می‌گیرد و عضوهای شی مورد نظر را بر اساس آن تغییر می‌دهد::
-
-    >>> d = {1:'One', 2:'Two', 3:'Three'}
-
-    >>> d2 = {5:'Five', 6:'Six'}
-    >>> d.update(d2)
-    >>> d
-    {1: 'One', 2: 'Two', 3: 'Three', 5: 'Five', 6: 'Six'}
-
-    >>> d3 = {1:'0001'}
-    >>> d.update(d3)
-    >>> d
-    {1: '0001', 2: 'Two', 3: 'Three', 5: 'Five', 6: 'Six'}
-
-
-    
-مجموعه
---------
-
-«**مجموعه**» (Set) از انواع «نامنظم» (Unordered) و «تغییر پذیر» (Mutable) پایتون است که معادل مفهوم مجموعه در ریاضیات می‌باشد. **هر عضو مجموعه می‌بایست یکتا و یکی از انواع «تغییر ناپذیر» باشد**. نوع مجموعه یا ``set`` در نسخه‌ 3x با کمی تفاوت ارایه شده است. در نسخه‌های 2x تنها می‌توان با استفاده از کلاس ``()set`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#func-set>`__] اقدام به ایجاد این اشیا نمود در حالی که در پایتون 3x این کار به سادگی و تنها با استفاده از نماد آکولاد ``{ }`` نیز امکان پذیر شده است؛ (البته این ویژگی به نسخه 2.7 هم پورت شده است). در دو نمونه کد پایین به چگونگی تعریف و نمایش شی مجموعه توجه نمایید:
-
-*نسخه‌های 2x:*
-
-::
-
-    >>> L = [1, 2, 3, 4, 5]
-
-    >>> s = set(L)
-
-    >>> type(s)
-    <type 'set'>
-
-    >>> s
-    set([1, 2, 3, 4, 5])
-
-    >>> print s
-    set([1, 2, 3, 4, 5])
-
-::
-
-    >>> s = {1, 2, 3, 4, 5}    # Python 2.7
-
-    >>> type(s)
-    <type 'set'>
-
-    >>> s
-    set([1, 2, 3, 4, 5])
-
-
-*نسخه‌های 3x:*
-
-::
-
-    >>> L = [1, 2, 3, 4, 5]
-
-    >>> s = set(L)
-
-    >>> type(s)
-    <class 'set'>
-
-    >>> s
-    {1, 2, 3, 4, 5}
-
-    >>> print(s)
-    {1, 2, 3, 4, 5}
-
-::
-
-    >>> s = {1, 2, 3, 4, 5}
-
-    >>> type(s)
-    <class 'set'>
-
-    >>> s
-    {1, 2, 3, 4, 5}
-
-هیچ سینتکس خاصی برای ایجاد یا بیان یک شی خالی از نوع مجموعه وجود ندارد و تنها می‌بایست از کلاس ``()set`` - بدون آرگومان - استفاده کرد. توجه داشته باشید که ``{}`` بیانگر یک شی دیکشنری خالی است و نه یک مجموعه خالی::
-
-    >>> a = {}       # Python 2.x
-    >>> type(a)
-    <type 'dict'>
-
-    >>> b = set()
-    >>> type(b)
-    <type 'set'>
-
-    >>> b
-    set([])
-
-::
-
-    >>> a = {}       # Python 3.x
-    >>> type(a)
-    <class 'dict'>
-
-    >>> b = set()
-    >>> type(b)
-    <class 'set'>
-
-    >>> b
-    set()
-
-
-از تابع ``()len`` می‌توان برای به دست آوردن تعداد عضوهای یک شی مجموعه نیز استفاده کرد::
-
-    >>> s = {1, 2, 3, 4, 5}
-    >>> len(s)
-    5
-
-
-
-.. rubric:: عملگرها برای مجموعه
-
-تعدادی از عملگرها هستند که برای اشیا مجموعه تعریف خاصی پیدا می‌کنند؛ در حالی که در مورد اشیا دیگر چنین رفتاری ندارند. این عملگرها در واقع پیاده‌سازی تعریف مشخصی در مفهوم ریاضی مجموعه‌ها هستند:
-
-* ``|`` اجتماع (Union): مانند ``A | B`` که حاصل آن مجموعه‌ای می‌باشد که تمام عضوهای مجموعه ``A`` و مجموعه ``B`` را داشته باشد و هیچ عضو اضافه دیگری نداشته باشد.
-
-    >>> A | B
-    {'w', 'y', 'q', 't', 'r', 'z', 's', 'v', 'u', 'x'}
-
-* ``&`` اشتراک (Intersection): مانند ``A & B`` که حاصل آن مجموعه‌ای می‌باشد که تنها شامل عضوهایی است که هم در مجموعه ``A`` هستند و هم در مجموعه ``B``::
-
-    >>> A & B
-    {'w', 'v', 'u'}
-
-
-* ``-`` تفاضل (Difference): مانند ``A - B`` که حاصل آن مجموعه‌ای می‌باشد که تنها شامل عضوهایی از مجموعه ``A`` است كه در مجموعه ``B`` نيستند::
-
-    >>> A = {'u', 'v', 'w', 'x', 'y', 'z'}
-    >>> B = {'q', 'r', 's', 't', 'u', 'v', 'w',}
-
-    >>> A - B
-    {'z', 'y', 'x'}
-
-
-* ``^`` تفاضل متقارن (Symmetric difference): مانند ``A ^ B`` که حاصل آن مجموعه‌ای می‌باشد که برابر اجتماع ِ تفاضل ``A`` از ``B`` و تفاضل ``B`` از ``A`` می‌باشد یعنی: ``(A-B) | (B-A)``::
-
-    >>> A ^ B
-    {'q', 'y', 't', 'r', 'z', 's', 'x'}
-
-  ::
-
-      >>> (A-B) | (B-A)
-      {'y', 'q', 't', 'r', 'z', 'x', 's'}
-
-
-  تفاضل متقارن را می‌توان به صورت پایین نیز تعریف کرد::
-
-      >>> (A|B) - (B&A)
-      {'y', 'q', 't', 'r', 'z', 's', 'x'}
-
-* ``>`` زیرمجموعه (Subset): مانند ``A < B`` که اگر مجموعه ``A`` زیرمجموعه‌ای از مجموعه ``B`` باشد مقدار ``True`` را برمی‌گرداند. در مقابل عملگر ``<`` قرار دارد که برای مثال در عبارت  ``A > B`` اگر مجموعه ``A`` یک Superset برای مجموعه ``B`` باشد مقدار ``True`` را برمی‌گرداند::
-
-    >>> A = {1, 2, 3, 4, 5}
-    >>> B = {1, 2, 3}
-
-    >>> A < B
-    False
-
-    >>> A > B
-    True
-
-برخی از عملگرهای عمومی نیز برای اشیا مجموعه قابل استفاده هستند::
-
-    >>> A = {'a', 'b', 'c'}
-
-    >>> 'a' in A
-    True
-    >>> 'c' not in A
-    False
-
-::
-
-    >>> A = {1, 2, 3, 4, 5}
-    >>> B = {1, 2, 3}
-
-    >>> A == B
-    False
-
-    >>> C = A
-
-    >>> A == C
-    True
-
-    >>> A is C
-    True
-
-.. rubric:: برخی از متدهای کاربردی یک شی مجموعه
-
-
-* ``()union`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#set.union>`__] - تعدادی شی مجموعه را دریافت می‌کند و یک مجموعه جدید که برابر اجتماع شی مورد نظر با آن‌ها است را برمی‌گرداند::
-
-    >>> A = {'a', 'b', 'c'}
-    >>> B = {1, 2, 3}
-
-    >>> {'t', 1, 'a'}.union(A, B)
-    {'a', 1, 2, 3, 't', 'b', 'c'}
-
-    >>> {'t', 1, 'a'} | A | B
-    {1, 2, 3, 'b', 't', 'a', 'c'}
-
-  به صورت مشابه می‌توان از متدهای ``()intersection`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#set.intersection>`__] برای اشتراک، ``()difference`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#set.difference>`__] برای تفاضل، ``()symmetric_difference`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#set.symmetric_difference>`__] - که تک آرگومانی است - برای تفاضل متقارن، ``()issubset`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#set.issubset>`__] و ``()issuperset`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#set.issuperset>`__] - که هر دو تک آرگومانی هستند - برای بررسی زیرمجموعه یا Superset بودن استفاده کرد.
-
-
-
-* ``()clear`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#set.clear>`__] - تمام عضوهای یک شی مجموعه را حذف می‌کند::
-
-    >>> A = {'a', 'b', 'c'}
-
-    >>> A.clear()
-    >>> A
-    set()
-
-* ``(add(x`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#set.add>`__] - شی تغییر ناپذیر ``x`` را در صورتی که از قبل درون شی مجموعه مورد نظر وجود نداشته باشد به آن اضافه می‌کند::
-
-     >>> A = {'a', 'b', 'c'}
-
-     >>> A.add(1)
-     >>> A
-     {'a', 'c', 1, 'b'}
-
-* ``(remove(x`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#set.remove>`__] - عضو ``x`` را از شی مجموعه مورد نظر حذف می‌کند. در صورتی که ``x`` درون مجموعه وجود نداشته باشد یک خطا گزارش می‌دهد::
-
-    >>> A = {'a', 'b', 'c', 1}
-
-    >>> A.remove(1)
-    >>> A
-    {'c', 'a', 'b'}
-
-    >>> A.remove(1)
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-    KeyError: 1
-
-
-  متد مشابه دیگری نیز با الگو ``(discard(x`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#set.discard>`__] وجود دارد که این متد چنانچه ``x`` وجود داشته باشد آن را حذف می‌کند؛ بنابرین در صورت نبودن ``x`` خطایی گزارش نمی‌گردد::
-
-      >>> A = {'c', 'a', 'b'}
-
-      >>> A.discard(1)
-      >>> A
-      {'b', 'a', 'c'}
-
-
-
-* ``()pop`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#set.pop>`__] - این متد آرگومانی ندارد و به صورت دلخواه یک عضو از مجموعه را حذف و به عنوان خروجی برمی‌گرداند. در مواردی که مجموعه خالی باشد یک خطا گزارش می گردد::
-
-    >>> A = {'a', 'b', 'c'}
-
-    >>> A.pop()
-    'a'
-
-  ::
-
-      >>> A.pop()
-      Traceback (most recent call last):
-        File "<stdin>", line 1, in <module>
-      KeyError: 'pop from an empty set'
-
-
-.. rubric:: frozenset
-
-همانطور که پیش از این بیان شد مجموعه یک شی «تغییر پذیر» است با عضوهای «تغییر ناپذیر» و به دلیل همین تغییر پذیری است که می‌توانیم به سادگی توسط متدها عضوی به آن افزوده یا حذف نماییم. **”frozenset“** یک نوع جدید مجموعه است. همانگونه که می‌توانیم یک شی تاپل را معادل یک شی لیست تغییر ناپذیر تصویر کنیم؛ frozenset را نیز می‌توان **یک شی مجموعه تغییر ناپذیر** تصور کرد. نوع ``frozenset`` همان نوع ``set`` است، با تمام ویژگی‌های آن به غیر از تغییر پذیری که با استفاده از کلاس ``()frozenset`` ایجاد می‌گردد:
-
-*نسخه‌های 2x:*
-
-::
-
-    >>> L = [1, 2, 3]
-
-    >>> A = frozenset(L)
-
-    >>> type(A)
-    <type 'frozenset'>
-
-    >>> A
-    frozenset([1, 2, 3])
-
-*نسخه‌های 3x:*
-
-::
-
-    >>> L =[1, 2, 3]
-
-    >>> A = frozenset(L)
-
-    >>> type(A)
-    <class 'frozenset'>
-
-    >>> A
-    frozenset({1, 2, 3})
-
-با استفاده از تابع ``()dir`` می‌توان متوجه متدهای در دسترس شی ``frozenset`` شد::
-
-    >>> dir(frozenset)    # Python 3.x
-    ['__and__', '__class__', '__contains__', '__delattr__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__gt__', '__hash__', '__init__', '__iter__', '__le__', '__len__', '__lt__', '__ne__', '__new__', '__or__', '__rand__', '__reduce__', '__reduce_ex__', '__repr__', '__ror__', '__rsub__', '__rxor__', '__setattr__', '__sizeof__', '__str__', '__sub__', '__subclasshook__', '__xor__', 'copy', 'difference', 'intersection', 'isdisjoint', 'issubset', 'issuperset', 'symmetric_difference', 'union']
-
-
-NoneType
-----------
-
-این نوع شی فاقد مقدار است و با انتساب ثابت ``None`` [`اسناد پایتون <http://docs.python.org/3/library/constants.html#None>`__] به یک نام ایجاد می‌گردد::
-
-    >>> n = None
-
-    >>> type(n)
-    <class 'NoneType'>
-
-    >>> print(n)
-    None
-
-    >>> import sys
-    >>> sys.getsizeof(a)
-    16
-
-    >>> n = 5
-    >>> type(n)
-    <class 'int'>
-
-``None`` در پایتون 3x جزو کلمه‌های کلیدی (keywords) تعریف شده است.
-
-
-دسته‌بندی
------------
-
-در این بخش به دسته‌بندی انواع شی بر اساس برخی از تعریف‌های پایتون پرداخته شده است.
-
-
-* انواع عددی (Numeric Types):
-
-  .. code-block:: html
-    :linenos:
-    
-    - int
-    - long (2.x)
-    - float
-    - complex
-    - Decimal
-    - Fraction
-    - bool
-
-* انواع دنباله (Sequence Types):
-
-  .. code-block:: html
-    :linenos:
-    
-    - str
-    - unicode (2.x)
-    - bytes (3.x)
-    - bytearray (3.x/2.6+)
-    - tuple
-    - list
-
-* انواع تغییر ناپذیر (Immutable Types):
-
-  .. code-block:: html
-    :linenos:
-    
-    - int
-    - long (2.x)
-    - float
-    - complex
-    - Decimal
-    - Fraction
-    - bool
-    - str
-    - unicode (2.x)
-    - bytes (3.x)
-    - tuple
-    - frozenset
-
- 
-* انواع تغییر پذیر (Mutable Types):
-
-  .. code-block:: html
-    :linenos:
-    
-    - bytearray (3.x/2.6+)
-    - list
-    - dict
-    - set
-
-* انواع نگاشت (Mapping Types):
-
-  .. code-block:: html
-    :linenos:
-    
-    - dict
-
-* انواع مجموعه (Set Types):
-
-  .. code-block:: html
-    :linenos:
-    
-    - set
-    - frozenset
-
-
-* برخی دیگر:
-
-  .. code-block:: html
-    :linenos:
-    
-    - zip
-    - dict_views
-    - NoneType
-
-*در درس‌های بعد نیز با انواع آماده (Built-in) دیگری آشنا خواهیم شد.*
-
 |
 
 ----
 
 :emoji-size:`😊` امیدوارم مفید بوده باشه
 
-`لطفا دیدگاه و سوال‌های مرتبط با این درس خود را در کدرز مطرح نمایید. <http://coderz.ir/python-tutorial-object-types-2/>`_
 
 
diff --git a/source/lessons/l08-set-and-dict-in-python.rst b/source/lessons/l08-set-and-dict-in-python.rst
new file mode 100644
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--- /dev/null
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@@ -0,0 +1,878 @@
+.. role:: emoji-size
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس هشتم: ساختمان داده در پایتون، set و dict
+   :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, انواع شی, انواع داده, ساختمان داده در پایتون, set در پایتون,  dict  در پایتون
+
+
+درس ۰۸: ساختمان داده در پایتون: set و dict
+====================================================================================
+
+.. figure:: /_static/pages/08-python-built-in-data-types-2.jpg
+    :align: center
+    :alt: درس ۰۸: ساختمان داده در پایتون: set و dict
+    :class: page-image
+
+    Photo by `Natalia Y <https://unsplash.com/photos/Oxl_KBNqxGA>`__
+  
+
+از درس هفتم با انواع داده از پیش آماده در پایتون آشنا شده‌ایم و در این درس به ساختمان‌های داده در پایتون خواهیم پرداخت. ساختمان‌های داده یا Data Structures به اشیایی گفته می‌شود که برای نگهداری از یک مجموعه داده طراحی شده‌اند و هر یک دارای ویژگی منحصربه‌فرد خود است. برای مثال قابل تغییر بودن، امکان حفظ ترتیب اعضا، امکان نگهداری داده‌های تکراری یا تنها  اجبار به نگهداری داده‌های یکتا که هر یک مناسب وضعیت خاصی در برنامه‌نویسی هستند. این درس به بررسی چهار ساختمان داده متداول در پایتون خواهد پرداخت: لیست (list)، تاپِل (tuple)، مجموعه (set) و دیکشنری (dict)
+
+این بخش در ادامه شرح «لیست» و «تاپل» به شرح دو نوع دیگر از ساختمان‌های داده در پایتون می‌پردازد: «مجموعه» و «دیکشنری»
+
+
+
+:emoji-size:`✔` سطح: مقدماتی
+
+----
+
+.. contents:: سرفصل‌ها
+    :depth: 2
+
+----
+
+
+دیکشنری
+---------
+
+یکی دیگر از انواع انعطاف پذیر آماده در پایتون «**دیکشنری**» (Dictionary) می‌باشد که با نام کوتاه شده ``dict`` ارایه شده است. اشیا نوع دیکشنری با استفاده از نماد آکولاد ``{ }`` معرفی‌ می‌شوند و هر داده در آن به شکل یک جفت «**کلید:مقدار**» (key:value) ذخیره می‌گردد. از این نوع شی با عنوان شی mapping (نگاشت) پایتون نیز یاد می‌شود چرا که در این نوع هر شی «کلید» به یک شی «مقدار» map یا نگاشت داده می‌شود. شی دیکشنری دنباله نیست ولی تغییر پذیر بوده و «مقدار» هر عضو توسط «کلید» متناظر با آن دستیابی می‌شود. شی «مقدار» می‌تواند از هر نوعی باشد حتی یک شی دیکشنری دیگر ولی شی «کلید» تنها می‌بایست از انواع «تغییر ناپذیر» انتخاب شود و باید توجه داشت که تمام «کلید»‌های یک شی دیکشنری می‌بایست «**یکتا**» (Unique) باشند.
+
+::
+
+    >>> d = {1:'One', 2:'Two', 3:'Three'}
+
+    >>> type(d)
+    <class 'dict'>
+
+    >>> d
+    {1: 'One', 2: 'Two', 3: 'Three'}
+
+    >>> print(d)
+    {1: 'One', 2: 'Two', 3: 'Three'}
+
+    >>> import sys 
+    >>> sys.getsizeof(d)
+    288
+
+در نمونه کد بالا؛ اشیا ``1``، ``2`` و ``3`` کلید‌های شی ``d`` هستند که به ترتیب با اشیای ``'One'`` و ``'Two'`` و ``'Three'`` نگاشت شده‌اند. برای دستیابی هر مقدار شی دیکشنری ``dic`` از الگو ``[dic[key`` استفاده می‌کنیم که ``key`` در آن، کلید متصل به مقدار مورد نظر می‌باشد::
+
+
+    >>> d = {1:'One', 2:'Two', 3:'Three'}
+
+    >>> d[0]
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+    KeyError: 0
+
+    >>> d[1]
+    'One'
+
+    >>> d[3][2:]
+    'ree'
+
+
+``[d[3`` اشاره به مقدار ``'Three'`` دارد؛ و از آنجا که این شی یک دنباله است می‌توان به روش دنباله‌ها (یعنی با استفاده از اندیس موقعیت) عضوهای این شی را نیز دستیابی نماییم.
+
+
+به چند مثال دیگر توجه نمایید::
+
+    >>> d = {}    # An empty dictionary
+    >>> d
+    {}
+
+::
+
+    >>> d = {'name': 'Bob', 'age': 40}
+
+    >>> d['name']
+    'Bob'
+    >>> d['age']
+    40
+
+::
+
+    >>> d = {'cb4f2': {'name': 'Bob', 'age': 40}}
+ 
+    >>> d['cb4f2']['age']
+    40
+
+
+
+ساختار نوع دیکشنری مشابه «جدول درهم‌سازی» (`Hash table <https://en.wikipedia.org/wiki/Hash_table>`_) است و کاربرد‌های فراوانی در الگوریتم‌های جستجو دارد. از این نوع همچنین می‌توان برای سازماندهی و ذخیره داده‌ها بر روی فایل استفاده کرد؛ برای نمونه فرض کنید می‌خواهیم چند فیلم با بازی Benedict Cumberbatch را به گونه‌ای در اختیار داشته باشیم که بتوانیم  آن‌ها را بر اساس سال ساخت دستیابی نماییم::
+
+    >>> benedict_cumberbatch = {'2014':'The Imitation Game',
+    ...                         '2013':('The Fifth Estate', '12 Years a Slave', 'Star Trek Into Darkness'),
+    ...                         '2012':'The Hobbit: An Unexpected Journey',
+    ...                         '2011':('War Horse', ' Wreckers', 'Tinker Tailor Soldier Spy')}
+    >>> 
+
+    >>> benedict_cumberbatch['2014']
+    'The Imitation Game'
+
+    >>> len(benedict_cumberbatch['2011'])
+    3
+
+    >>> benedict_cumberbatch['2011'][0]
+    'War Horse'
+
+
+از تابع ``()len`` نیز می‌توان برای به دست آوردن تعداد عضوهای شی دیکشنری (جفتِ کلید:مقدار) استفاده کرد::
+
+    >>> d = {1:'One', 2:'Two', 3:'Three'}
+
+    >>> len(d)
+    3
+
+با انتساب یک مقدار جدید به یک کلید موجود از شی دیکشنری می‌توان مقدار آن کلید را تغییر داد و با انتساب یک مقدار به یک کلید جدید که در شی دیکشنری وجود ندارد یک عضو جدید به آن شی افزوده می‌شود::
+
+    >>> d = {'name': 'Bob', 'age': 40}
+    
+    >>> d['name'] = 'Jhon'
+    >>> d
+    {'name': 'Jhon', 'age': 40}
+
+    >>> d['job'] = 'unemployed'
+    >>> d
+    {'name': 'Jhon', 'job': 'unemployed', 'age': 40}
+
+*برخلاف شی لیست یا تاپل (یا در کل دنباله‌ها) که داده‌هایی منظم (Ordered) هستند و ترتیب یا جایگاه قرار گرفتن عضوهای آن‌ها اهمیت دارد، یک شی دیکشنری این طور نیست و ترتیب عضوها در آن کاملا بی اهمیت است.*
+
+با استفاده از دستوری مشابه ``[del dic[key`` نیز می‌توان یک عضو شی دیکشنری را حذف کرد::
+
+    >>> d = {'name': 'Jhon', 'job': 'unemployed', 'age': 40}
+
+    >>> del d['job']
+    >>> d
+    {'name': 'Jhon', 'age': 40}
+
+
+امکانی برای تغییر کلیدها وجود ندارد مگر آنکه عضو مورد نظر را حذف کرده و یک عضو جدید (همان مقدار ولی با کلیدی جدید) اضافه نمایید::
+
+    >>> d = {'name': 'Jhon', 'job': 'unemployed', 'age': 40}
+
+    >>> d['occupation'] = d['job']
+    >>> del d['job']
+
+    >>> d
+    {'name': 'Jhon', 'age': 40, 'occupation': 'unemployed'}
+
+.. rubric::  عملگرها برای دیکشنری
+
+عملگرهای ``+`` و ``*`` برای اشیا دیکشنری تعریف **نشده‌اند**.
+
+از عملگرهای عضویت می‌توان برای بررسی وجود یک **کلید** در شی دیکشنری استفاده کرد::
+
+    >>> 'job' in {'name': 'Bob', 'age': 40} 
+    False
+
+    >>> 'job' not in {'name': 'Bob', 'age': 40} 
+    True
+
+در مورد عملکرد عملگر برابری ``==``  و عملگرهای هویت (``is`` و ``is not``) صحبت شده است؛ این عملگرها برای اشیا دیکشنری نیز کاربرد دارند.
+
+
+.. rubric::  کپی کردن
+
+همانطور که گفته شد شی دیکشنری از انواع «تغییر پذیر» پایتون است و همان توضیحاتی که در مورد شی لیست بیان شد؛ در اینجا هم درست است و گاهی نیاز می‌شود که از ماژول ``copy`` برای کپی اشیا دیکشنری استفاده نماییم:
+
+* بدون کپی کردن::
+
+    >>> d1 = {'name': 'Bob', 'age': 40}
+
+    >>> d2 = d1
+
+    >>> d1 == d2
+    True
+    >>> d1 is d2
+    True
+
+    >>> d1['age'] = 46
+
+    >>> d1
+    {'name': 'Bob', 'age': 46}
+    >>> d2
+    {'name': 'Bob', 'age': 46}
+
+
+* کپی سطحی::
+
+    >>> d1 = {'name': 'Bob', 'age': 40}
+
+    >>> import copy
+    >>> d2 = copy.copy(d1)              # shallow copy
+
+    >>> d1 == d2
+    True
+    >>> d1 is d2                        # False!
+    False
+
+    >>> d1['age'] = 46
+
+    >>> d1
+    {'name': 'Bob', 'age': 46}
+    >>> d2
+    {'name': 'Bob', 'age': 40}
+
+  ::
+
+      >>> d1 = {'names': ['Bob', 'Jhon'], 'ages': [40, 40]}
+
+      >>> import copy
+      >>> d2 = copy.copy(d1)              # shallow copy
+
+      >>> d1 == d2
+      True
+      >>> d1 is d2                        # False!
+      False
+
+      >>> d1['ages'][0] = 46
+
+      >>> d1
+      {'ages': [46, 40], 'names': ['Bob', 'Jhon']}
+
+      >>> # d2 has changed!
+      >>> d2                              
+      {'ages': [46, 40], 'names': ['Bob', 'Jhon']}
+
+* کپی عمیق::
+
+    >>> d1 = {'names': ['Bob', 'Jhon'], 'ages': [40, 40]}
+
+    >>> import copy
+    >>> d2 = copy.deepcopy(d1)          # deep copy
+ 
+    >>> d1 == d2
+    True
+    >>> d1 is d2                        # False!
+    False
+
+    >>> d1['ages'][0] = 46
+
+    >>> d1
+    {'ages': [46, 40], 'names': ['Bob', 'Jhon']}
+    >>> d2
+    {'ages': [40, 40], 'names': ['Bob', 'Jhon']}
+
+
+.. rubric:: تبدیل به شی دیکشنری
+
+برای تبدیل دیگر اشیا به نوع دیکشنری یا در کل ایجاد شی دیکشنری از کلاس ``()dict`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#func-dict>`__] استفاده می‌شود. توجه داشته باشید که عضوهای شی دیکشنری از طریق آرگومان‌ها و به شکل «**کلید=مقدار**» به کلاس فرستاده می‌شوند::
+
+    >>> d = dict(one=1, two=2, three=3)
+
+    >>> d
+    {'two': 2, 'one': 1, 'three': 3}
+    >>> d['one']
+    1
+
+*در این حالت برای انتخاب کلیدها باید قوانین انتخاب نام در پایتون را رعایت نماییم؛ برای مثال کلیدی که با عدد شروع شود مجاز نمی‌باشد.*
+
+برای فرستادن کلیدها و مقدارها می‌توانیم از تابع ``()zip`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#zip>`__] استفاده کنیم و خروجی این تابع را به عنوان آرگومان به کلاس ``dict`` ارسال کنیم. می‌توان اینگونه تصور کرد که این تابع تعدادی شی دنباله را می‌گیرد و عضوهای نظیر به نظیر آن‌ها را در کنار هم قرار می‌دهد؛ این دنباله‌ها باید تعداد عضو برابری داشته باشند؛ چرا که عضوهای اضافی هر دنباله نادیده گرفته می‌شود. خروجی ``()zip`` یک شی جدید از نوع ``zip`` است و برای مشاهده معمولا آن را به نوع لیست تبدیل می‌کنند::
+
+    >>> k = [1, 2, 3, 4, 5]
+    >>> v = ['x', 'y', 'z']
+
+    >>> z = zip(k, v)
+
+    >>> z
+    <zip object at 0x7eff1d263548>
+
+    >>> type(z)
+    <class 'zip'>
+
+    >>> list(z)
+    [(1, 'x'), (2, 'y'), (3, 'z')]
+
+::
+
+    >>> k = (1, 2, 3)
+    >>> v = ('One', 'Two', 'Three')
+
+    >>> d = dict(zip(k, v))
+
+    >>> d
+    {1: 'One', 2: 'Two', 3: 'Three'}
+
+در آینده باز هم از تابع ``()zip`` استفاده خواهیم کرد.
+
+
+
+
+.. rubric:: برخی از متدهای کاربردی یک شی دیکشنری
+
+* ``()items`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.items>`__] تمام عضوهای شی را برمی‌گرداند - ``()values`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.values>`__] تمام مقدارهای موجود در شی را بر می‌گرداند - ``()keys`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.keys>`__] تمام کلیدهای موجود در شی را بر می‌گرداند::
+
+    >>> # Python 3.x
+
+    >>> d = {1:'One', 2:'Two', 3:'Three'}
+
+    >>> d.items()
+    dict_items([(1, 'One'), (2, 'Two'), (3, 'Three')])
+
+    >>> d.values()
+    dict_values(['One', 'Two', 'Three'])
+
+    >>> d.keys()
+    dict_keys([1, 2, 3])
+
+  توجه داشته باشید که در نسخه‌های 3x پایتون خروجی این متدها از نوع متفاوتی است که با استفاده از ``()type`` می‌توانید مشاهده کنید؛ این نوع ``dict_view`` نامیده می‌شود [`اسناد پایتون 3x <http://docs.python.org/3/library/stdtypes.html#dict-views>`__]. این متدها یک کپی از داده‌های مورد نظر (عضوها یا مقدارها یا کلیدها) را بر نمی‌گردانند بلکه می‌توان گفت پنجره‌ای برای مشاهده آنچه که هست باز می‌کنند و در هر زمان که این داده‌ها تغییر کنند این خروجی‌ها نیز تغییر می‌کنند. برای مشاهده بهتر این خروجی‌ها می‌توانید آن‌ها را به نوع لیست تبدیل نمایید::
+
+      >>> list(d.items())
+      [(1, 'One'), (2, 'Two'), (3, 'Three')]
+
+      >>> list(d.values())
+      ['One', 'Two', 'Three']
+
+      >>> list(d.keys())
+      [1, 2, 3]
+
+  این متدها در پایتون 2x چنین خروجی ندارند و تنها یکی کپی از داده‌ها را برمی‌گردانند. البته در نسخه 2.7 متدهای معادلی با عنوان‌های ``()viewitems`` [`اسناد پایتون <http://docs.python.org/2/library/stdtypes.html#dict.viewitems>`__] و ``()viewvalues`` [`اسناد پایتون <http://docs.python.org/2/library/stdtypes.html#dict.viewvalues>`__] و ``()viewkeys`` [`اسناد پایتون <http://docs.python.org/2/library/stdtypes.html#dict.viewkeys>`__] پورت شده است::
+
+    >>> # Python 2.7
+
+    >>> d = {1:'One', 2:'Two', 3:'Three'}
+
+    >>> d.viewitems()
+    dict_items([(1, 'One'), (2, 'Two'), (3, 'Three')])
+
+    >>> d.viewvalues()
+    dict_values(['One', 'Two', 'Three'])
+
+    >>> d.viewkeys()
+    dict_keys([1, 2, 3])
+
+  ::
+
+      >>> # Python 2.x
+
+      >>> d = {1:'One', 2:'Two', 3:'Three'}
+ 
+      >>> d.items()
+      [(1, 'One'), (2, 'Two'), (3, 'Three')]
+
+      >>> d.values()
+      ['One', 'Two', 'Three']
+
+      >>> d.keys()
+      [1, 2, 3]
+
+
+
+* ``()clear`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.clear>`__] - تمام عضوهای یک شی دیکشنری را حذف می‌کند::
+
+    >>> d = {1:'One', 2:'Two', 3:'Three'}
+
+    >>> d.clear()
+    >>> d
+    {}
+
+* ``()copy`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.copy>`__] - این متد یک کپی سطحی از شی برمی‌گرداند::
+
+    >>> d1 = {'name':'Bob'}
+
+    >>> d2 = d1.copy()
+
+    >>> d1 is d2
+    False
+
+* ``(fromkeys(seq`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.fromkeys>`__] - یک دنباله از کلیدها را دریافت و یک شی جدید دیکشنری با استفاده از آن‌ها ایجاد می‌کند؛ البته کلیدهای این شی فاقد مقدار هستند که می‌بایست در زمانی دیگر به آن‌ها مقدار داد::
+
+    >>> k = (1, 2, 3)   # or k=[1, 2, 3]  or  k='123' 
+
+    >>> dict.fromkeys(k)
+    {1: None, 2: None, 3: None}
+
+
+  توجه داشته باشید که این متد توسط خود کلاس ``dict`` فراخوانی می‌شود.
+
+  این متد یک آرگومان اختیاری نیز دارد که توسط آن می‌توان یک شی را به عنوان «مقدار» پیش‌فرض کلید‌ها تعیین نمود::
+
+      >>> k = (1, 2, 3)
+
+      >>> dict.fromkeys(k, '-*-')
+      {1: '-*-', 2: '-*-', 3: '-*-'}
+
+* ``(pop(key`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.pop>`__] - عضو دارنده کلید ``key`` را حذف و مقدار آن را برمی‌گرداند. چنانچه عضوی با این کلید یافت نشود شی پیش‌فرض تعیین شده (آرگومان دوم که اختیاری است) را برمی‌گرداند و اگر این آرگومان ارسال نشده باشد یک خطا گزارش می‌دهد::
+
+    >>> d = {1:'One', 2:'Two', 3:'Three'}
+
+    >>> d.pop(2)
+    'Two'
+    >>> d
+    {1: 'One', 3: 'Three'}
+
+    >>> d.pop(2)
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+    KeyError: 2
+
+    >>> d.pop(2, 'Oops!')
+    'Oops!'
+
+
+  از این متد می‌توان برای تغییر راحت‌تر کلیدها استفاده کرد!::
+
+      >>> d = {'name': 'Jhon', 'job': 'unemployed', 'age': 40}
+
+      >>> d['occupation'] = d.pop('job')
+
+      >>> d
+      {'name': 'Jhon', 'age': 40, 'occupation': 'unemployed'}
+
+  متد مشابه دیگری نیز با نام ``()popitem`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.popitem>`__] - که بدون آرگومان است - در دسترس می‌باشد؛ این متد در هر فراخوانی یک عضو از شی مورد نظر را به صورت دلخواه حذف و به شکل تاپل (key, value) برمی‌گرداند و چنانچه دیکشنری خالی باشد یک خطا ``KeyError`` گزارش می‌دهد::
+
+    >>> d = {1:'One', 2:'Two', 3:'Three'}
+
+    >>> d.popitem()
+    (1, 'One')
+    
+* ``(get(key`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.get>`__] - مقدار مربوط به کلید ``key`` را برمی‌گرداند. چنانچه درون شی مورد نظر هیچ عضوی با این کلید وجود نداشته باشد شی پیش‌فرض تعیین شده (آرگومان دوم که اختیاری است) را برمی‌گرداند و اگر این آرگومان ارسال نشده باشد هیچ خطایی گزارش **نمی‌دهد**::
+
+    >>> d = {1:'One', 2:'Two', 3:'Three'}
+
+    >>> d.get(1)
+    'One'
+
+    >>> d.get(0)
+    >>> 
+
+    >>> d.get(0, False)
+    False
+
+
+* ``(setdefault(key`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.setdefault>`__] - مقدار مربوط به کلید ``key`` را برمی‌گرداند. چنانچه عضوی با این کلید درون شی مورد نظر وجود نداشته باشد، کلید را به همراه  مقدار پیش‌فرض تعیین شده (آرگومان دوم که اختیاری است) درون شی اضافه می‌کند و خود این مقدار را برمی‌گرداند؛ اگر آرگومان دوم ارسال نشده باشد به صورت پیش‌فرض مقدار ``None`` در نظر گرفته خواهد شد::
+
+    >>> d = {1:'One', 2:'Two', 3:'Three'}
+
+    >>> d.setdefault(1)
+    'One'
+    >>> d
+    {1: 'One', 2: 'Two', 3: 'Three'}
+
+    >>> d.setdefault(5)
+    >>> d
+    {1: 'One', 2: 'Two', 3: 'Three', 5: None}
+
+    >>> d.setdefault(7, 'Seven')
+    'Seven'
+    >>> d
+    {1: 'One', 2: 'Two', 3: 'Three', 5: None, 7: 'Seven'}
+
+
+
+* ``()update`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.update>`__] - یک شی دیکشنری دیگر را به عنوان آرگومان می‌گیرد و عضوهای شی مورد نظر را بر اساس آن تغییر می‌دهد::
+
+    >>> d = {1:'One', 2:'Two', 3:'Three'}
+
+    >>> d2 = {5:'Five', 6:'Six'}
+    >>> d.update(d2)
+    >>> d
+    {1: 'One', 2: 'Two', 3: 'Three', 5: 'Five', 6: 'Six'}
+
+    >>> d3 = {1:'0001'}
+    >>> d.update(d3)
+    >>> d
+    {1: '0001', 2: 'Two', 3: 'Three', 5: 'Five', 6: 'Six'}
+
+
+    
+مجموعه
+--------
+
+«**مجموعه**» (Set) از انواع «نامنظم» (Unordered) و «تغییر پذیر» (Mutable) پایتون است که معادل مفهوم مجموعه در ریاضیات می‌باشد. **هر عضو مجموعه می‌بایست یکتا و یکی از انواع «تغییر ناپذیر» باشد**. نوع مجموعه یا ``set`` در نسخه‌ 3x با کمی تفاوت ارایه شده است. در نسخه‌های 2x تنها می‌توان با استفاده از کلاس ``()set`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#func-set>`__] اقدام به ایجاد این اشیا نمود در حالی که در پایتون 3x این کار به سادگی و تنها با استفاده از نماد آکولاد ``{ }`` نیز امکان پذیر شده است؛ (البته این ویژگی به نسخه 2.7 هم پورت شده است). در دو نمونه کد پایین به چگونگی تعریف و نمایش شی مجموعه توجه نمایید:
+
+*نسخه‌های 2x:*
+
+::
+
+    >>> L = [1, 2, 3, 4, 5]
+
+    >>> s = set(L)
+
+    >>> type(s)
+    <type 'set'>
+
+    >>> s
+    set([1, 2, 3, 4, 5])
+
+    >>> print s
+    set([1, 2, 3, 4, 5])
+
+::
+
+    >>> s = {1, 2, 3, 4, 5}    # Python 2.7
+
+    >>> type(s)
+    <type 'set'>
+
+    >>> s
+    set([1, 2, 3, 4, 5])
+
+
+*نسخه‌های 3x:*
+
+::
+
+    >>> L = [1, 2, 3, 4, 5]
+
+    >>> s = set(L)
+
+    >>> type(s)
+    <class 'set'>
+
+    >>> s
+    {1, 2, 3, 4, 5}
+
+    >>> print(s)
+    {1, 2, 3, 4, 5}
+
+::
+
+    >>> s = {1, 2, 3, 4, 5}
+
+    >>> type(s)
+    <class 'set'>
+
+    >>> s
+    {1, 2, 3, 4, 5}
+
+هیچ سینتکس خاصی برای ایجاد یا بیان یک شی خالی از نوع مجموعه وجود ندارد و تنها می‌بایست از کلاس ``()set`` - بدون آرگومان - استفاده کرد. توجه داشته باشید که ``{}`` بیانگر یک شی دیکشنری خالی است و نه یک مجموعه خالی::
+
+    >>> a = {}       # Python 2.x
+    >>> type(a)
+    <type 'dict'>
+
+    >>> b = set()
+    >>> type(b)
+    <type 'set'>
+
+    >>> b
+    set([])
+
+::
+
+    >>> a = {}       # Python 3.x
+    >>> type(a)
+    <class 'dict'>
+
+    >>> b = set()
+    >>> type(b)
+    <class 'set'>
+
+    >>> b
+    set()
+
+
+از تابع ``()len`` می‌توان برای به دست آوردن تعداد عضوهای یک شی مجموعه نیز استفاده کرد::
+
+    >>> s = {1, 2, 3, 4, 5}
+    >>> len(s)
+    5
+
+
+
+.. rubric:: عملگرها برای مجموعه
+
+تعدادی از عملگرها هستند که برای اشیا مجموعه تعریف خاصی پیدا می‌کنند؛ در حالی که در مورد اشیا دیگر چنین رفتاری ندارند. این عملگرها در واقع پیاده‌سازی تعریف مشخصی در مفهوم ریاضی مجموعه‌ها هستند:
+
+* ``|`` اجتماع (Union): مانند ``A | B`` که حاصل آن مجموعه‌ای می‌باشد که تمام عضوهای مجموعه ``A`` و مجموعه ``B`` را داشته باشد و هیچ عضو اضافه دیگری نداشته باشد.
+
+    >>> A | B
+    {'w', 'y', 'q', 't', 'r', 'z', 's', 'v', 'u', 'x'}
+
+* ``&`` اشتراک (Intersection): مانند ``A & B`` که حاصل آن مجموعه‌ای می‌باشد که تنها شامل عضوهایی است که هم در مجموعه ``A`` هستند و هم در مجموعه ``B``::
+
+    >>> A & B
+    {'w', 'v', 'u'}
+
+
+* ``-`` تفاضل (Difference): مانند ``A - B`` که حاصل آن مجموعه‌ای می‌باشد که تنها شامل عضوهایی از مجموعه ``A`` است كه در مجموعه ``B`` نيستند::
+
+    >>> A = {'u', 'v', 'w', 'x', 'y', 'z'}
+    >>> B = {'q', 'r', 's', 't', 'u', 'v', 'w',}
+
+    >>> A - B
+    {'z', 'y', 'x'}
+
+
+* ``^`` تفاضل متقارن (Symmetric difference): مانند ``A ^ B`` که حاصل آن مجموعه‌ای می‌باشد که برابر اجتماع ِ تفاضل ``A`` از ``B`` و تفاضل ``B`` از ``A`` می‌باشد یعنی: ``(A-B) | (B-A)``::
+
+    >>> A ^ B
+    {'q', 'y', 't', 'r', 'z', 's', 'x'}
+
+  ::
+
+      >>> (A-B) | (B-A)
+      {'y', 'q', 't', 'r', 'z', 'x', 's'}
+
+
+  تفاضل متقارن را می‌توان به صورت پایین نیز تعریف کرد::
+
+      >>> (A|B) - (B&A)
+      {'y', 'q', 't', 'r', 'z', 's', 'x'}
+
+* ``>`` زیرمجموعه (Subset): مانند ``A < B`` که اگر مجموعه ``A`` زیرمجموعه‌ای از مجموعه ``B`` باشد مقدار ``True`` را برمی‌گرداند. در مقابل عملگر ``<`` قرار دارد که برای مثال در عبارت  ``A > B`` اگر مجموعه ``A`` یک Superset برای مجموعه ``B`` باشد مقدار ``True`` را برمی‌گرداند::
+
+    >>> A = {1, 2, 3, 4, 5}
+    >>> B = {1, 2, 3}
+
+    >>> A < B
+    False
+
+    >>> A > B
+    True
+
+برخی از عملگرهای عمومی نیز برای اشیا مجموعه قابل استفاده هستند::
+
+    >>> A = {'a', 'b', 'c'}
+
+    >>> 'a' in A
+    True
+    >>> 'c' not in A
+    False
+
+::
+
+    >>> A = {1, 2, 3, 4, 5}
+    >>> B = {1, 2, 3}
+
+    >>> A == B
+    False
+
+    >>> C = A
+
+    >>> A == C
+    True
+
+    >>> A is C
+    True
+
+.. rubric:: برخی از متدهای کاربردی یک شی مجموعه
+
+
+* ``()union`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#set.union>`__] - تعدادی شی مجموعه را دریافت می‌کند و یک مجموعه جدید که برابر اجتماع شی مورد نظر با آن‌ها است را برمی‌گرداند::
+
+    >>> A = {'a', 'b', 'c'}
+    >>> B = {1, 2, 3}
+
+    >>> {'t', 1, 'a'}.union(A, B)
+    {'a', 1, 2, 3, 't', 'b', 'c'}
+
+    >>> {'t', 1, 'a'} | A | B
+    {1, 2, 3, 'b', 't', 'a', 'c'}
+
+  به صورت مشابه می‌توان از متدهای ``()intersection`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#set.intersection>`__] برای اشتراک، ``()difference`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#set.difference>`__] برای تفاضل، ``()symmetric_difference`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#set.symmetric_difference>`__] - که تک آرگومانی است - برای تفاضل متقارن، ``()issubset`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#set.issubset>`__] و ``()issuperset`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#set.issuperset>`__] - که هر دو تک آرگومانی هستند - برای بررسی زیرمجموعه یا Superset بودن استفاده کرد.
+
+
+
+* ``()clear`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#set.clear>`__] - تمام عضوهای یک شی مجموعه را حذف می‌کند::
+
+    >>> A = {'a', 'b', 'c'}
+
+    >>> A.clear()
+    >>> A
+    set()
+
+* ``(add(x`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#set.add>`__] - شی تغییر ناپذیر ``x`` را در صورتی که از قبل درون شی مجموعه مورد نظر وجود نداشته باشد به آن اضافه می‌کند::
+
+     >>> A = {'a', 'b', 'c'}
+
+     >>> A.add(1)
+     >>> A
+     {'a', 'c', 1, 'b'}
+
+* ``(remove(x`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#set.remove>`__] - عضو ``x`` را از شی مجموعه مورد نظر حذف می‌کند. در صورتی که ``x`` درون مجموعه وجود نداشته باشد یک خطا گزارش می‌دهد::
+
+    >>> A = {'a', 'b', 'c', 1}
+
+    >>> A.remove(1)
+    >>> A
+    {'c', 'a', 'b'}
+
+    >>> A.remove(1)
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+    KeyError: 1
+
+
+  متد مشابه دیگری نیز با الگو ``(discard(x`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#set.discard>`__] وجود دارد که این متد چنانچه ``x`` وجود داشته باشد آن را حذف می‌کند؛ بنابرین در صورت نبودن ``x`` خطایی گزارش نمی‌گردد::
+
+      >>> A = {'c', 'a', 'b'}
+
+      >>> A.discard(1)
+      >>> A
+      {'b', 'a', 'c'}
+
+
+
+* ``()pop`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#set.pop>`__] - این متد آرگومانی ندارد و به صورت دلخواه یک عضو از مجموعه را حذف و به عنوان خروجی برمی‌گرداند. در مواردی که مجموعه خالی باشد یک خطا گزارش می گردد::
+
+    >>> A = {'a', 'b', 'c'}
+
+    >>> A.pop()
+    'a'
+
+  ::
+
+      >>> A.pop()
+      Traceback (most recent call last):
+        File "<stdin>", line 1, in <module>
+      KeyError: 'pop from an empty set'
+
+
+.. rubric:: frozenset
+
+همانطور که پیش از این بیان شد مجموعه یک شی «تغییر پذیر» است با عضوهای «تغییر ناپذیر» و به دلیل همین تغییر پذیری است که می‌توانیم به سادگی توسط متدها عضوی به آن افزوده یا حذف نماییم. **”frozenset“** یک نوع جدید مجموعه است. همانگونه که می‌توانیم یک شی تاپل را معادل یک شی لیست تغییر ناپذیر تصویر کنیم؛ frozenset را نیز می‌توان **یک شی مجموعه تغییر ناپذیر** تصور کرد. نوع ``frozenset`` همان نوع ``set`` است، با تمام ویژگی‌های آن به غیر از تغییر پذیری که با استفاده از کلاس ``()frozenset`` ایجاد می‌گردد:
+
+*نسخه‌های 2x:*
+
+::
+
+    >>> L = [1, 2, 3]
+
+    >>> A = frozenset(L)
+
+    >>> type(A)
+    <type 'frozenset'>
+
+    >>> A
+    frozenset([1, 2, 3])
+
+*نسخه‌های 3x:*
+
+::
+
+    >>> L =[1, 2, 3]
+
+    >>> A = frozenset(L)
+
+    >>> type(A)
+    <class 'frozenset'>
+
+    >>> A
+    frozenset({1, 2, 3})
+
+با استفاده از تابع ``()dir`` می‌توان متوجه متدهای در دسترس شی ``frozenset`` شد::
+
+    >>> dir(frozenset)    # Python 3.x
+    ['__and__', '__class__', '__contains__', '__delattr__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__gt__', '__hash__', '__init__', '__iter__', '__le__', '__len__', '__lt__', '__ne__', '__new__', '__or__', '__rand__', '__reduce__', '__reduce_ex__', '__repr__', '__ror__', '__rsub__', '__rxor__', '__setattr__', '__sizeof__', '__str__', '__sub__', '__subclasshook__', '__xor__', 'copy', 'difference', 'intersection', 'isdisjoint', 'issubset', 'issuperset', 'symmetric_difference', 'union']
+
+
+NoneType
+----------
+
+این نوع شی فاقد مقدار است و با انتساب ثابت ``None`` [`اسناد پایتون <http://docs.python.org/3/library/constants.html#None>`__] به یک نام ایجاد می‌گردد::
+
+    >>> n = None
+
+    >>> type(n)
+    <class 'NoneType'>
+
+    >>> print(n)
+    None
+
+    >>> import sys
+    >>> sys.getsizeof(a)
+    16
+
+    >>> n = 5
+    >>> type(n)
+    <class 'int'>
+
+``None`` در پایتون 3x جزو کلمه‌های کلیدی (keywords) تعریف شده است.
+
+
+دسته‌بندی
+-----------
+
+در این بخش به دسته‌بندی انواع شی بر اساس برخی از تعریف‌های پایتون پرداخته شده است.
+
+
+* انواع عددی (Numeric Types):
+
+  .. code-block:: html
+    :linenos:
+    
+    - int
+    - long (2.x)
+    - float
+    - complex
+    - Decimal
+    - Fraction
+    - bool
+
+* انواع دنباله (Sequence Types):
+
+  .. code-block:: html
+    :linenos:
+    
+    - str
+    - unicode (2.x)
+    - bytes (3.x)
+    - bytearray (3.x/2.6+)
+    - tuple
+    - list
+
+* انواع تغییر ناپذیر (Immutable Types):
+
+  .. code-block:: html
+    :linenos:
+    
+    - int
+    - long (2.x)
+    - float
+    - complex
+    - Decimal
+    - Fraction
+    - bool
+    - str
+    - unicode (2.x)
+    - bytes (3.x)
+    - tuple
+    - frozenset
+
+ 
+* انواع تغییر پذیر (Mutable Types):
+
+  .. code-block:: html
+    :linenos:
+    
+    - bytearray (3.x/2.6+)
+    - list
+    - dict
+    - set
+
+* انواع نگاشت (Mapping Types):
+
+  .. code-block:: html
+    :linenos:
+    
+    - dict
+
+* انواع مجموعه (Set Types):
+
+  .. code-block:: html
+    :linenos:
+    
+    - set
+    - frozenset
+
+
+* برخی دیگر:
+
+  .. code-block:: html
+    :linenos:
+    
+    - zip
+    - dict_views
+    - NoneType
+
+*در درس‌های بعد نیز با انواع آماده (Built-in) دیگری آشنا خواهیم شد.*
+
+|
+
+----
+
+:emoji-size:`😊` امیدوارم مفید بوده باشه
+
+

From f340379e9217ba08cb879601f0ba3c3eb6bff795 Mon Sep 17 00:00:00 2001
From: Saeid <saeid.dq@gmail.com>
Date: Sun, 16 Apr 2023 10:07:17 +0430
Subject: [PATCH 34/79] edited l08.1

---
 .../lessons/l08-list-and-tuple-in-python.rst  | 53 +++++++++++++------
 source/lessons/l08-set-and-dict-in-python.rst |  8 +--
 2 files changed, 41 insertions(+), 20 deletions(-)

diff --git a/source/lessons/l08-list-and-tuple-in-python.rst b/source/lessons/l08-list-and-tuple-in-python.rst
index c19806a..9d9d191 100644
--- a/source/lessons/l08-list-and-tuple-in-python.rst
+++ b/source/lessons/l08-list-and-tuple-in-python.rst
@@ -1,18 +1,18 @@
 .. role:: emoji-size
 
 .. meta::
-   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس هشتم: ساختمان داده در پایتون، list و tuple
-   :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, انواع شی, انواع داده, ساختمان داده در پایتون, list در پایتون,  tuple  در پایتون
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس هشتم: ساختمان‌های داده در پایتون، list و tuple
+   :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, انواع شی, انواع داده, ساختمان‌های داده در پایتون, list در پایتون,  tuple  در پایتون
 
 
 .. _lesson-08.1: 
 
-درس ۰۸: ساختمان داده در پایتون: list و tuple
+درس ۰۸: ساختمان‌های داده در پایتون: list و tuple
 ====================================================================================
 
 .. figure:: /_static/pages/08-python-built-in-data-types-2.jpg
     :align: center
-    :alt: درس ۰۸: ساختمان داده در پایتون: tuple و list
+    :alt: درس ۰۸: ساختمان‌های داده در پایتون: tuple و list
     :class: page-image
 
     Photo by `Natalia Y <https://unsplash.com/photos/Oxl_KBNqxGA>`__
@@ -35,11 +35,12 @@
 
 ----
 
+.. _python-list: 
 
 لیست
 ------
 
-نوع «**لیست**» (List) انعطاف‌ پذیرترین نوع آماده در پایتون می‌باشد. این نوع همانند رشته یک «**دنباله**» (Sequence) بوده ولی برخلاف آن یک نوع «**تغییر پذیر**» (Mutable) است. شی لیست با استفاده از کروشه ``[ ]`` ایجاد می‌گردد و می‌تواند عضوهایی - **با هر نوع** - داشته باشد که توسط کاما ``,`` از یکدیگر جدا می‌شوند؛ نوع لیست در واقع محلی برای نگهداری اشیا گوناگون است::
+نوع «**لیست**» (List) انعطاف‌ پذیرترین نوع آماده در پایتون می‌باشد. این نوع همانند رشته یک «**دنباله**» (Sequence) بوده ولی برخلاف آن یک نوع «**تغییر پذیر**» (Mutable) است. شی لیست با استفاده از کروشه ``[ ]`` ایجاد می‌گردد و ترتیب اعضا را حفظ و می‌تواند عضوهایی - **از هر نوع** - داشته باشد که توسط کاما ``,`` از یکدیگر جدا می‌شوند؛ نوع لیست در واقع محلی برای نگهداری اشیا گوناگون و تغییرپذیر است::
 
     >>> L = [1, 2, 3]
     >>> type(L)
@@ -169,8 +170,11 @@
     >>> L
     [0, 1, 5, 6]
 
+    
+.. _python-del: 
 
-.. rubric:: دستور ``del``
+دستور ``del``
+~~~~~~~~~~~~~~~~~
 
 با استفاده از دستور ``del`` [`اسناد پایتون <http://docs.python.org/3/reference/simple_stmts.html#del>`__] نیز می‌توان یک عضو یا یک تکه از شی لیست را حذف کرد::
 
@@ -184,7 +188,7 @@
     >>> L
     ['a', 'f', 'g']
 
-همچنین می‌توانیم از این دستور برای حذف کامل یک متغیر استفاده نماییم. با حدف یک متغیر، ارجاع آن به شی نیز حذف می‌شود و چنانچه هیچ ارجاع دیگری به آن شی وجود نداشته باشد، شی‌ای که متغیر به آن ارجاع داشت نیز حذف می‌گردد::
+همچنین می‌توانیم از این دستور برای حذف کامل یک متغیر استفاده نماییم. با حدف یک متغیر، ارجاع آن به شی نیز حذف می‌شود و چنانچه هیچ ارجاع دیگری به آن شی وجود نداشته باشد، شی‌ای که متغیر به آن ارجاع داشت نیز از حافظه حذف می‌گردد::
 
     >>> a = 5
     >>> a
@@ -267,8 +271,11 @@
     >>> d
     [4.4]
 
+    
+.. _python-copy: 
 
-.. rubric:: کپی کردن
+کپی کردن
+~~~~~~~~~~~~~~~~
 
 همانند دیگر اشیا می‌توان با انتساب یک متغیر موجود از شی لیست به یک نام جدید، متغیر دیگری از این نوع شی ایجاد کرد. البته همانطور که پیش‌تر نیز بیان شده است؛ در این حالت شی کپی نمی‌گردد و تنها یک ارجاع جدید از این نام جدید به شی آن متغیر داده می‌شود. این موضوع با استفاده از تابع ``()id`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#id>`__] قابل آزمودن است؛ خروجی این تابع برابر نشانی شی در حافظه می‌باشد و بدیهی است که دو مقدار id یکسان برای دو متغیر نشان از یکی بودن شی آن‌هاست::
 
@@ -393,7 +400,11 @@
     >>> id(L2[2])
     140402651379080
 
-.. rubric:: عملگرها برای لیست
+    
+.. _python-list-operators: 
+
+عملگرها برای لیست
+~~~~~~~~~~~~~~~~~~~~~~~~~
 
 می‌توان از عملگرهای ``+`` (برای پیوند لیست‌ها) و ``*`` (برای تکرار عضوهای لیست) بهره برد::
 
@@ -423,7 +434,11 @@
     >>> [1, 2] in L
     True
 
-.. rubric:: تفاوت عملگرهای ``==`` و ``is``
+
+.. _python-is-va-equal: 
+
+تفاوت عملگرهای ``==`` و ``is``
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
 نکته‌ای که در درس‌های پیش مطرح نشد، بیان تفاوت بین عملگر برابری و عملگر هویت است. پیش از ارایه توضیح به نمونه کد پایین توجه نمایید::
 
@@ -473,8 +488,10 @@
     >>> L1 is L2          # False!
     False 
 
+.. _python-convert-to-list: 
 
-.. rubric:: تبدیل به شی لیست
+تبدیل به شی لیست
+~~~~~~~~~~~~~~~~~~~~~~~~~
 
 با استفاده از کلاس ``()list`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#func-list>`__] می‌توان یک شی لیست ایجاد کرد یا اشیایی که از نوع دنباله هستند را به یک شی لیست تبدیل نمود::
 
@@ -496,9 +513,10 @@
     []
 
 
+.. _python-list-methods: 
 
-
-.. rubric:: متدهای کاربردی یک شی لیست
+متدهای کاربردی یک شی لیست
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
 شی لیست تغییر پذیر است و متدهای آن برخلاف شی رشته یک شی جدید تغییر یافته را برنمی‌گردانند بلکه تغییرات را بر روی همان شی ایجاد می‌کنند.
 
@@ -514,7 +532,7 @@
     >>> L
     [1, 2, 3, 4, ['a', 'b']]
 
-  عملکرد این متد (``(L.append(x``) همانند عمل ``[L + [x`` است::
+  عملکرد این متد ``(L.append(x`` همانند عمل ``[L + [x`` است::
 
     >>> L = [1, 2, 3]
     >>> L + [4]
@@ -538,7 +556,7 @@
       [1, 2, 3, 'p', 'y']
 
 
-* ``(insert(i, x`` - یک عضو جدید (مانند ``x``) را در موقعیتی  از لیست با اندیس دلخواه (مانند ``i``) قرار می‌دهد::
+* ``(insert(i, x`` - یک عضو جدید مانند ``x`` را در موقعیتی از لیست با اندیس دلخواه مانند ``i`` قرار می‌دهد::
 
     >>> L = [1, 2, 3]
 
@@ -700,8 +718,11 @@
        >>> sorted(L, key=str.lower, reverse=True)
        ['h', 'G', 'f', 'e', 'D', 'c', 'B', 'a']
 
+       
+.. _python-stack-with-list: 
 
-.. rubric:: ایجاد پشته
+ایجاد پشته
+~~~~~~~~~~~~~~~~~
 
 «پشته» (`Stack <https://en.wikipedia.org/wiki/Stack_%28abstract_data_type%29>`_) ساختاری برای نگهداری موقت داده‌ها می‌باشد به شکلی که آخرین داده‌ای که در آن قرار می‌گیرد نخستین داده‌ای خواهد بود که خارج می‌گردد؛ این شیوه سازمان‌دهی LIFO یا Last In, First Out  خوانده می‌شود. پشته تنها از دو عمل (یا متد) پشتیبانی می‌کند: **push** که داده‌ای را بالای تمام داده‌های موجود در آن قرار می‌دهد و **pop** که بالاترین داده را از آن خارج می‌کند.
 
diff --git a/source/lessons/l08-set-and-dict-in-python.rst b/source/lessons/l08-set-and-dict-in-python.rst
index dc4c139..d1d9fa1 100644
--- a/source/lessons/l08-set-and-dict-in-python.rst
+++ b/source/lessons/l08-set-and-dict-in-python.rst
@@ -1,16 +1,16 @@
 .. role:: emoji-size
 
 .. meta::
-   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس هشتم: ساختمان داده در پایتون، set و dict
-   :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, انواع شی, انواع داده, ساختمان داده در پایتون, set در پایتون,  dict  در پایتون
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس هشتم: ساختمان‌های داده در پایتون، set و dict
+   :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, انواع شی, انواع داده, ساختمان‌های داده در پایتون, set در پایتون,  dict  در پایتون
 
 
-درس ۰۸: ساختمان داده در پایتون: set و dict
+درس ۰۸: ساختمان‌های داده در پایتون: set و dict
 ====================================================================================
 
 .. figure:: /_static/pages/08-python-built-in-data-types-2.jpg
     :align: center
-    :alt: درس ۰۸: ساختمان داده در پایتون: set و dict
+    :alt: درس ۰۸: ساختمان‌های داده در پایتون: set و dict
     :class: page-image
 
     Photo by `Natalia Y <https://unsplash.com/photos/Oxl_KBNqxGA>`__

From e3efcaa37e3c1e77d8478c5190ba744feb977f89 Mon Sep 17 00:00:00 2001
From: Saeid <saeid.dq@gmail.com>
Date: Mon, 17 Apr 2023 10:12:51 +0430
Subject: [PATCH 35/79] edited l08.2 - dict

---
 source/lessons/l08-set-and-dict-in-python.rst | 125 +++++++++++-------
 1 file changed, 75 insertions(+), 50 deletions(-)

diff --git a/source/lessons/l08-set-and-dict-in-python.rst b/source/lessons/l08-set-and-dict-in-python.rst
index d1d9fa1..ad51133 100644
--- a/source/lessons/l08-set-and-dict-in-python.rst
+++ b/source/lessons/l08-set-and-dict-in-python.rst
@@ -4,6 +4,9 @@
    :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس هشتم: ساختمان‌های داده در پایتون، set و dict
    :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, انواع شی, انواع داده, ساختمان‌های داده در پایتون, set در پایتون,  dict  در پایتون
 
+   
+
+.. _lesson-08.2: 
 
 درس ۰۸: ساختمان‌های داده در پایتون: set و dict
 ====================================================================================
@@ -32,10 +35,12 @@
 ----
 
 
+.. _python-dict: 
+
 دیکشنری
 ---------
 
-یکی دیگر از انواع انعطاف پذیر آماده در پایتون «**دیکشنری**» (Dictionary) می‌باشد که با نام کوتاه شده ``dict`` ارایه شده است. اشیا نوع دیکشنری با استفاده از نماد آکولاد ``{ }`` معرفی‌ می‌شوند و هر داده در آن به شکل یک جفت «**کلید:مقدار**» (key:value) ذخیره می‌گردد. از این نوع شی با عنوان شی mapping (نگاشت) پایتون نیز یاد می‌شود چرا که در این نوع هر شی «کلید» به یک شی «مقدار» map یا نگاشت داده می‌شود. شی دیکشنری دنباله نیست ولی تغییر پذیر بوده و «مقدار» هر عضو توسط «کلید» متناظر با آن دستیابی می‌شود. شی «مقدار» می‌تواند از هر نوعی باشد حتی یک شی دیکشنری دیگر ولی شی «کلید» تنها می‌بایست از انواع «تغییر ناپذیر» انتخاب شود و باید توجه داشت که تمام «کلید»‌های یک شی دیکشنری می‌بایست «**یکتا**» (Unique) باشند.
+یکی دیگر از انواع ساختمان‌های داده در پایتون «**دیکشنری**» (Dictionary) می‌باشد که با نام کوتاه شده ``dict`` ارایه شده است. اشیا نوع دیکشنری با استفاده از نماد آکولاد ``{ }`` معرفی‌ می‌شوند و هر داده در آن به شکل یک جفت «**کلید:مقدار**» (key:value) ذخیره می‌گردد. از این نوع شی با عنوان شی mapping (نگاشت) پایتون نیز یاد می‌شود چرا که در این نوع هر شی «کلید» به یک شی «مقدار» map یا نگاشت داده می‌شود. شی دیکشنری **دنباله نیست** و هر عضو آن به جای  اندیس با استفاده از کلید دستیابی می‌شود. دیکشنری در پایتون **تغییر پذیر** است و شی «مقدار» می‌تواند از هر نوعی باشد حتی یک شی دیکشنری دیگر ولی شی «کلید» تنها می‌بایست از انواع «تغییرناپذیر» انتخاب شود و باید توجه داشت که تمام «کلید»‌های یک شی دیکشنری می‌بایست «**یکتا**» (Unique) باشند. از **نسخه 3.7 پایتون**، دیکشنری قابلیت حفظ ترتیب عناصر خود را نیز دارد یا به اصطلاح Ordered است.
 
 ::
 
@@ -96,6 +101,20 @@
     >>> d['cb4f2']['age']
     40
 
+    
+برای ایجاد شی دیکشنری می‌توان از کلاس ``()dict`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#func-dict>`__] نیز استفاده نمود::
+
+
+    >>> d = dict(one=1, two=2, three=3)
+
+    >>> d
+    {'two': 2, 'one': 1, 'three': 3}
+    >>> d['one']
+    1
+
+توجه داشته باشید که عضوهای شی دیکشنری از طریق آرگومان‌ها و به شکل «**کلید=مقدار**» به کلاس فرستاده می‌شوند و در این حالت برای انتخاب کلیدها باید قوانین انتخاب نام در پایتون را رعایت نماییم؛ برای مثال کلیدی که با عدد شروع شود مجاز نمی‌باشد.
+
+
 
 
 ساختار نوع دیکشنری مشابه «جدول درهم‌سازی» (`Hash table <https://en.wikipedia.org/wiki/Hash_table>`_) است و کاربرد‌های فراوانی در الگوریتم‌های جستجو دارد. از این نوع همچنین می‌توان برای سازماندهی و ذخیره داده‌ها بر روی فایل استفاده کرد؛ برای نمونه فرض کنید می‌خواهیم چند فیلم با بازی Benedict Cumberbatch را به گونه‌ای در اختیار داشته باشیم که بتوانیم  آن‌ها را بر اساس سال ساخت دستیابی نماییم::
@@ -133,13 +152,12 @@
 
     >>> d['job'] = 'unemployed'
     >>> d
-    {'name': 'Jhon', 'job': 'unemployed', 'age': 40}
+    {'name': 'Jhon', 'age': 40, 'job': 'unemployed'}
 
-*برخلاف شی لیست یا تاپل (یا در کل دنباله‌ها) که داده‌هایی منظم (Ordered) هستند و ترتیب یا جایگاه قرار گرفتن عضوهای آن‌ها اهمیت دارد، یک شی دیکشنری این طور نیست و ترتیب عضوها در آن کاملا بی اهمیت است.*
 
 با استفاده از دستوری مشابه ``[del dic[key`` نیز می‌توان یک عضو شی دیکشنری را حذف کرد::
 
-    >>> d = {'name': 'Jhon', 'job': 'unemployed', 'age': 40}
+    >>> d = {'name': 'Jhon', 'age': 40, 'job': 'unemployed'}
 
     >>> del d['job']
     >>> d
@@ -148,15 +166,19 @@
 
 امکانی برای تغییر کلیدها وجود ندارد مگر آنکه عضو مورد نظر را حذف کرده و یک عضو جدید (همان مقدار ولی با کلیدی جدید) اضافه نمایید::
 
-    >>> d = {'name': 'Jhon', 'job': 'unemployed', 'age': 40}
+    >>> d = {'name': 'Jhon', 'age': 40, 'job': 'unemployed'}
 
     >>> d['occupation'] = d['job']
     >>> del d['job']
 
     >>> d
     {'name': 'Jhon', 'age': 40, 'occupation': 'unemployed'}
+    
 
-.. rubric::  عملگرها برای دیکشنری
+.. _python-dict-operators: 
+
+عملگرها برای دیکشنری
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
 عملگرهای ``+`` و ``*`` برای اشیا دیکشنری تعریف **نشده‌اند**.
 
@@ -171,7 +193,10 @@
 در مورد عملکرد عملگر برابری ``==``  و عملگرهای هویت (``is`` و ``is not``) صحبت شده است؛ این عملگرها برای اشیا دیکشنری نیز کاربرد دارند.
 
 
-.. rubric::  کپی کردن
+.. _python-dict-copy: 
+
+کپی کردن
+~~~~~~~~~~~~~~~~~~
 
 همانطور که گفته شد شی دیکشنری از انواع «تغییر پذیر» پایتون است و همان توضیحاتی که در مورد شی لیست بیان شد؛ در اینجا هم درست است و گاهی نیاز می‌شود که از ماژول ``copy`` برای کپی اشیا دیکشنری استفاده نماییم:
 
@@ -253,21 +278,47 @@
     >>> d2
     {'ages': [40, 40], 'names': ['Bob', 'Jhon']}
 
+    
+.. _python-convert-to-dict: 
 
-.. rubric:: تبدیل به شی دیکشنری
+تبدیل به شی دیکشنری
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
-برای تبدیل دیگر اشیا به نوع دیکشنری یا در کل ایجاد شی دیکشنری از کلاس ``()dict`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#func-dict>`__] استفاده می‌شود. توجه داشته باشید که عضوهای شی دیکشنری از طریق آرگومان‌ها و به شکل «**کلید=مقدار**» به کلاس فرستاده می‌شوند::
+برای تبدیل دیگر اشیا به نوع دیکشنری یا در کل ایجاد شی دیکشنری از کلاس ``()dict`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#func-dict>`__] استفاده می‌شود.
 
-    >>> d = dict(one=1, two=2, three=3)
 
-    >>> d
-    {'two': 2, 'one': 1, 'three': 3}
-    >>> d['one']
-    1
+برای تبدیل اشیا دنباله به مانند لیست و تاپل به دیکشنری می‌بایست از ساختار تودرتو استفاده کرد، به گونه‌ای که هر عضو این ساختمان‌ها خود شامل دو عضو باشد::
+
+    >>> t = ('one', 'two', 'three')
+    >>> type(t)
+    <class 'tuple'>
+     
+    >>> d = dict(t)
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+    ValueError: dictionary update sequence element #0 has length 3; 2 is required
+
+::
+
+      >>> t = ((1, 'one'), (2, 'two'), (3, 'three'))
+      >>> dict(t)
+      {1: 'one', 2: 'two', 3: 'three'}
+      >>> 
+    
+
+البته می‌توان از یک مقدار پیش‌فرض نیز برای تبدیل نوع سریع آن‌ها به روش زیر بهره برد::
 
-*در این حالت برای انتخاب کلیدها باید قوانین انتخاب نام در پایتون را رعایت نماییم؛ برای مثال کلیدی که با عدد شروع شود مجاز نمی‌باشد.*
 
-برای فرستادن کلیدها و مقدارها می‌توانیم از تابع ``()zip`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#zip>`__] استفاده کنیم و خروجی این تابع را به عنوان آرگومان به کلاس ``dict`` ارسال کنیم. می‌توان اینگونه تصور کرد که این تابع تعدادی شی دنباله را می‌گیرد و عضوهای نظیر به نظیر آن‌ها را در کنار هم قرار می‌دهد؛ این دنباله‌ها باید تعداد عضو برابری داشته باشند؛ چرا که عضوهای اضافی هر دنباله نادیده گرفته می‌شود. خروجی ``()zip`` یک شی جدید از نوع ``zip`` است و برای مشاهده معمولا آن را به نوع لیست تبدیل می‌کنند::
+  >>> t = ('one', 'two', 'three')
+  >>> dict.fromkeys(t, "-")
+  {'one': '-', 'two': '-', 'three': '-'}
+  
+  >>> dict.fromkeys("Python", "-")
+  {'P': '-', 'y': '-', 't': '-', 'h': '-', 'o': '-', 'n': '-'}
+
+
+
+اما روش ساده‌تر، استفاده از تابع ``()zip`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#zip>`__] است. می‌توان اینگونه تصور کرد که این تابع تعدادی شی دنباله را می‌گیرد و عضوهای نظیر به نظیر آن‌ها را در کنار هم قرار می‌دهد؛ این دنباله‌ها باید تعداد عضو برابری داشته باشند؛ چرا که عضوهای اضافی هر دنباله نادیده گرفته می‌شود. خروجی ``()zip`` یک شی جدید از نوع ``zip`` است و می‌توان آن را به عنوان آرگومان به کلاس ``dict`` ارسال کنیم::
 
     >>> k = [1, 2, 3, 4, 5]
     >>> v = ['x', 'y', 'z']
@@ -296,9 +347,10 @@
 در آینده باز هم از تابع ``()zip`` استفاده خواهیم کرد.
 
 
+.. _python-dict-methods: 
 
-
-.. rubric:: برخی از متدهای کاربردی یک شی دیکشنری
+برخی از متدهای کاربردی یک شی دیکشنری
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
 * ``()items`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.items>`__] تمام عضوهای شی را برمی‌گرداند - ``()values`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.values>`__] تمام مقدارهای موجود در شی را بر می‌گرداند - ``()keys`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.keys>`__] تمام کلیدهای موجود در شی را بر می‌گرداند::
 
@@ -475,43 +527,16 @@
     {1: '0001', 2: 'Two', 3: 'Three', 5: 'Five', 6: 'Six'}
 
 
-    
-مجموعه
---------
-
-«**مجموعه**» (Set) از انواع «نامنظم» (Unordered) و «تغییر پذیر» (Mutable) پایتون است که معادل مفهوم مجموعه در ریاضیات می‌باشد. **هر عضو مجموعه می‌بایست یکتا و یکی از انواع «تغییر ناپذیر» باشد**. نوع مجموعه یا ``set`` در نسخه‌ 3x با کمی تفاوت ارایه شده است. در نسخه‌های 2x تنها می‌توان با استفاده از کلاس ``()set`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#func-set>`__] اقدام به ایجاد این اشیا نمود در حالی که در پایتون 3x این کار به سادگی و تنها با استفاده از نماد آکولاد ``{ }`` نیز امکان پذیر شده است؛ (البته این ویژگی به نسخه 2.7 هم پورت شده است). در دو نمونه کد پایین به چگونگی تعریف و نمایش شی مجموعه توجه نمایید:
-
-*نسخه‌های 2x:*
-
-::
-
-    >>> L = [1, 2, 3, 4, 5]
-
-    >>> s = set(L)
-
-    >>> type(s)
-    <type 'set'>
-
-    >>> s
-    set([1, 2, 3, 4, 5])
-
-    >>> print s
-    set([1, 2, 3, 4, 5])
-
-::
-
-    >>> s = {1, 2, 3, 4, 5}    # Python 2.7
 
-    >>> type(s)
-    <type 'set'>
 
-    >>> s
-    set([1, 2, 3, 4, 5])
+.. _python-set: 
 
+    
+مجموعه
+--------
 
-*نسخه‌های 3x:*
+«**مجموعه**» (Set) از انواع «بدون ترتیب» (Unordered) و «تغییر پذیر» (Mutable) پایتون است که برابر مفهوم مجموعه در ریاضیات می‌باشد. **هر عضو مجموعه می‌بایست یکتا و یکی از انواع «تغییر ناپذیر» باشد**. نوع مجموعه یا ``set`` را می‌توان با استفاده از کلاس ``()set`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#func-set>`__]  یا تنها با استفاده از نماد آکولاد ``{ }`` ایجاد کرد::
 
-::
 
     >>> L = [1, 2, 3, 4, 5]
 

From 35d1fbc96605fb8a87e8dcee7f78c7c16a2b1f21 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Wed, 19 Apr 2023 00:32:06 +0330
Subject: [PATCH 36/79] edited l08.2 - completed

---
 source/lessons/l06-python-syntax.rst          |  28 ++++
 source/lessons/l08-set-and-dict-in-python.rst | 150 ++++--------------
 2 files changed, 56 insertions(+), 122 deletions(-)

diff --git a/source/lessons/l06-python-syntax.rst b/source/lessons/l06-python-syntax.rst
index 66552e9..50e8ba6 100644
--- a/source/lessons/l06-python-syntax.rst
+++ b/source/lessons/l06-python-syntax.rst
@@ -580,6 +580,34 @@ Docstring باید به عنوان دستور نخست درج گردد و این
 .. tip:: 
     [`PEP 8 <http://www.python.org/dev/peps/pep-0008>`_]: برای نام‌گذاری ثابت‌ها (Constants) تنها از حروف بزرگ و برای جداسازی کلمه‌ها نیز از ``ـ`` استفاده شود. مانند: MAX_OVERFLOW ،TOTAL و...
 
+.. _python-none: 
+
+NoneType
+----------
+
+[`None <http://docs.python.org/3/library/constants.html#None>`_] یک شی آماده و بدون مقدار در پایتون است::
+
+    >>> n = None
+
+    >>> type(n)
+    <class 'NoneType'>
+
+    >>> print(n)
+    None
+
+    >>> import sys
+    >>> sys.getsizeof(a)
+    16
+
+    >>> n = 5
+    >>> type(n)
+    <class 'int'>
+
+این شی را می‌توان معرف مقدار هیچی یا ``null`` در پایتون نیز در نظر گرفت. یک کاربرد مهم از این شی در زمانی است که می‌خواهیم یک متغیر بدون مقدار اولیه ایجاد و مقداردهی را بر اساس شرایطی دیگر در ادامه برنامه تعریف نماییم.
+
+این شی کاربردهای فراوانی دارد که به مرور با آن‌ها آشنا خواهید شد.
+
+
 .. _python-operators: 
 
 عملگر‌ها
diff --git a/source/lessons/l08-set-and-dict-in-python.rst b/source/lessons/l08-set-and-dict-in-python.rst
index ad51133..14e5bc1 100644
--- a/source/lessons/l08-set-and-dict-in-python.rst
+++ b/source/lessons/l08-set-and-dict-in-python.rst
@@ -354,8 +354,6 @@
 
 * ``()items`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.items>`__] تمام عضوهای شی را برمی‌گرداند - ``()values`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.values>`__] تمام مقدارهای موجود در شی را بر می‌گرداند - ``()keys`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.keys>`__] تمام کلیدهای موجود در شی را بر می‌گرداند::
 
-    >>> # Python 3.x
-
     >>> d = {1:'One', 2:'Two', 3:'Three'}
 
     >>> d.items()
@@ -367,48 +365,6 @@
     >>> d.keys()
     dict_keys([1, 2, 3])
 
-  توجه داشته باشید که در نسخه‌های 3x پایتون خروجی این متدها از نوع متفاوتی است که با استفاده از ``()type`` می‌توانید مشاهده کنید؛ این نوع ``dict_view`` نامیده می‌شود [`اسناد پایتون 3x <http://docs.python.org/3/library/stdtypes.html#dict-views>`__]. این متدها یک کپی از داده‌های مورد نظر (عضوها یا مقدارها یا کلیدها) را بر نمی‌گردانند بلکه می‌توان گفت پنجره‌ای برای مشاهده آنچه که هست باز می‌کنند و در هر زمان که این داده‌ها تغییر کنند این خروجی‌ها نیز تغییر می‌کنند. برای مشاهده بهتر این خروجی‌ها می‌توانید آن‌ها را به نوع لیست تبدیل نمایید::
-
-      >>> list(d.items())
-      [(1, 'One'), (2, 'Two'), (3, 'Three')]
-
-      >>> list(d.values())
-      ['One', 'Two', 'Three']
-
-      >>> list(d.keys())
-      [1, 2, 3]
-
-  این متدها در پایتون 2x چنین خروجی ندارند و تنها یکی کپی از داده‌ها را برمی‌گردانند. البته در نسخه 2.7 متدهای معادلی با عنوان‌های ``()viewitems`` [`اسناد پایتون <http://docs.python.org/2/library/stdtypes.html#dict.viewitems>`__] و ``()viewvalues`` [`اسناد پایتون <http://docs.python.org/2/library/stdtypes.html#dict.viewvalues>`__] و ``()viewkeys`` [`اسناد پایتون <http://docs.python.org/2/library/stdtypes.html#dict.viewkeys>`__] پورت شده است::
-
-    >>> # Python 2.7
-
-    >>> d = {1:'One', 2:'Two', 3:'Three'}
-
-    >>> d.viewitems()
-    dict_items([(1, 'One'), (2, 'Two'), (3, 'Three')])
-
-    >>> d.viewvalues()
-    dict_values(['One', 'Two', 'Three'])
-
-    >>> d.viewkeys()
-    dict_keys([1, 2, 3])
-
-  ::
-
-      >>> # Python 2.x
-
-      >>> d = {1:'One', 2:'Two', 3:'Three'}
- 
-      >>> d.items()
-      [(1, 'One'), (2, 'Two'), (3, 'Three')]
-
-      >>> d.values()
-      ['One', 'Two', 'Three']
-
-      >>> d.keys()
-      [1, 2, 3]
-
-
 
 * ``()clear`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.clear>`__] - تمام عضوهای یک شی دیکشنری را حذف می‌کند::
 
@@ -563,20 +519,7 @@
 
 هیچ سینتکس خاصی برای ایجاد یا بیان یک شی خالی از نوع مجموعه وجود ندارد و تنها می‌بایست از کلاس ``()set`` - بدون آرگومان - استفاده کرد. توجه داشته باشید که ``{}`` بیانگر یک شی دیکشنری خالی است و نه یک مجموعه خالی::
 
-    >>> a = {}       # Python 2.x
-    >>> type(a)
-    <type 'dict'>
-
-    >>> b = set()
-    >>> type(b)
-    <type 'set'>
-
-    >>> b
-    set([])
-
-::
-
-    >>> a = {}       # Python 3.x
+    >>> a = {} 
     >>> type(a)
     <class 'dict'>
 
@@ -595,46 +538,48 @@
     5
 
 
+.. _python-set-operators: 
 
-.. rubric:: عملگرها برای مجموعه
+عملگرها برای مجموعه
+~~~~~~~~~~~~~~~~~~~~~~~~~~
 
 تعدادی از عملگرها هستند که برای اشیا مجموعه تعریف خاصی پیدا می‌کنند؛ در حالی که در مورد اشیا دیگر چنین رفتاری ندارند. این عملگرها در واقع پیاده‌سازی تعریف مشخصی در مفهوم ریاضی مجموعه‌ها هستند:
 
-* ``|`` اجتماع (Union): مانند ``A | B`` که حاصل آن مجموعه‌ای می‌باشد که تمام عضوهای مجموعه ``A`` و مجموعه ``B`` را داشته باشد و هیچ عضو اضافه دیگری نداشته باشد.
+* ``|`` اجتماع (Union): مانند ``A | B`` که حاصل آن مجموعه‌ای می‌باشد که تمام عضوهای مجموعه ``A`` و مجموعه ``B`` را داشته باشد و هیچ عضو اضافه دیگری نداشته باشد::
+
+    >>> A = {'u', 'v', 'w', 'x', 'y', 'z'}
+    >>> B = {'q', 'r', 's', 't', 'u', 'v', 'w'}
 
     >>> A | B
-    {'w', 'y', 'q', 't', 'r', 'z', 's', 'v', 'u', 'x'}
+    {'y', 's', 'x', 'u', 'r', 'z', 't', 'w', 'v', 'q'}
 
 * ``&`` اشتراک (Intersection): مانند ``A & B`` که حاصل آن مجموعه‌ای می‌باشد که تنها شامل عضوهایی است که هم در مجموعه ``A`` هستند و هم در مجموعه ``B``::
 
     >>> A & B
-    {'w', 'v', 'u'}
+    {'v', 'u', 'w'}
 
 
 * ``-`` تفاضل (Difference): مانند ``A - B`` که حاصل آن مجموعه‌ای می‌باشد که تنها شامل عضوهایی از مجموعه ``A`` است كه در مجموعه ``B`` نيستند::
 
-    >>> A = {'u', 'v', 'w', 'x', 'y', 'z'}
-    >>> B = {'q', 'r', 's', 't', 'u', 'v', 'w',}
-
     >>> A - B
-    {'z', 'y', 'x'}
+    {'y', 'z', 'x'}
 
 
 * ``^`` تفاضل متقارن (Symmetric difference): مانند ``A ^ B`` که حاصل آن مجموعه‌ای می‌باشد که برابر اجتماع ِ تفاضل ``A`` از ``B`` و تفاضل ``B`` از ``A`` می‌باشد یعنی: ``(A-B) | (B-A)``::
 
     >>> A ^ B
-    {'q', 'y', 't', 'r', 'z', 's', 'x'}
+    {'y', 'z', 's', 'q', 'x', 'r', 't'}
 
   ::
 
       >>> (A-B) | (B-A)
-      {'y', 'q', 't', 'r', 'z', 'x', 's'}
+      {'y', 'r', 'z', 't', 's', 'x', 'q'}
 
 
   تفاضل متقارن را می‌توان به صورت پایین نیز تعریف کرد::
 
       >>> (A|B) - (B&A)
-      {'y', 'q', 't', 'r', 'z', 's', 'x'}
+      {'y', 'x', 'r', 'z', 't', 's', 'q'}
 
 * ``>`` زیرمجموعه (Subset): مانند ``A < B`` که اگر مجموعه ``A`` زیرمجموعه‌ای از مجموعه ``B`` باشد مقدار ``True`` را برمی‌گرداند. در مقابل عملگر ``<`` قرار دارد که برای مثال در عبارت  ``A > B`` اگر مجموعه ``A`` یک Superset برای مجموعه ``B`` باشد مقدار ``True`` را برمی‌گرداند::
 
@@ -672,7 +617,11 @@
     >>> A is C
     True
 
-.. rubric:: برخی از متدهای کاربردی یک شی مجموعه
+
+.. _python-set-methods:
+
+برخی از متدهای کاربردی یک شی مجموعه
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
 
 * ``()union`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#set.union>`__] - تعدادی شی مجموعه را دریافت می‌کند و یک مجموعه جدید که برابر اجتماع شی مورد نظر با آن‌ها است را برمی‌گرداند::
@@ -745,25 +694,12 @@
       KeyError: 'pop from an empty set'
 
 
-.. rubric:: frozenset
-
-همانطور که پیش از این بیان شد مجموعه یک شی «تغییر پذیر» است با عضوهای «تغییر ناپذیر» و به دلیل همین تغییر پذیری است که می‌توانیم به سادگی توسط متدها عضوی به آن افزوده یا حذف نماییم. **”frozenset“** یک نوع جدید مجموعه است. همانگونه که می‌توانیم یک شی تاپل را معادل یک شی لیست تغییر ناپذیر تصویر کنیم؛ frozenset را نیز می‌توان **یک شی مجموعه تغییر ناپذیر** تصور کرد. نوع ``frozenset`` همان نوع ``set`` است، با تمام ویژگی‌های آن به غیر از تغییر پذیری که با استفاده از کلاس ``()frozenset`` ایجاد می‌گردد:
-
-*نسخه‌های 2x:*
-
-::
-
-    >>> L = [1, 2, 3]
-
-    >>> A = frozenset(L)
+.. _python-frozenset:
 
-    >>> type(A)
-    <type 'frozenset'>
+frozenset
+~~~~~~~~~~~~~
 
-    >>> A
-    frozenset([1, 2, 3])
-
-*نسخه‌های 3x:*
+همانطور که پیش از این بیان شد مجموعه یک شی «تغییر پذیر» است با عضوهای «تغییر ناپذیر» و به دلیل همین تغییر پذیری است که می‌توانیم به سادگی توسط متدهایش، عضوی به آن افزوده یا حذف نماییم. **”frozenset“** یک نوع جدید مجموعه است. همانگونه که می‌توانیم یک شی تاپل را معادل یک شی لیست تغییر ناپذیر تصویر کنیم؛ frozenset را نیز می‌توان **یک شی مجموعه تغییر ناپذیر** تصور کرد. نوع ``frozenset`` همان نوع ``set`` است، با تمام ویژگی‌های آن به غیر از تغییر پذیری که با استفاده از کلاس ``()frozenset`` ایجاد می‌گردد:
 
 ::
 
@@ -783,34 +719,10 @@
     ['__and__', '__class__', '__contains__', '__delattr__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__gt__', '__hash__', '__init__', '__iter__', '__le__', '__len__', '__lt__', '__ne__', '__new__', '__or__', '__rand__', '__reduce__', '__reduce_ex__', '__repr__', '__ror__', '__rsub__', '__rxor__', '__setattr__', '__sizeof__', '__str__', '__sub__', '__subclasshook__', '__xor__', 'copy', 'difference', 'intersection', 'isdisjoint', 'issubset', 'issuperset', 'symmetric_difference', 'union']
 
 
-NoneType
-----------
-
-این نوع شی فاقد مقدار است و با انتساب ثابت ``None`` [`اسناد پایتون <http://docs.python.org/3/library/constants.html#None>`__] به یک نام ایجاد می‌گردد::
-
-    >>> n = None
-
-    >>> type(n)
-    <class 'NoneType'>
-
-    >>> print(n)
-    None
-
-    >>> import sys
-    >>> sys.getsizeof(a)
-    16
-
-    >>> n = 5
-    >>> type(n)
-    <class 'int'>
-
-``None`` در پایتون 3x جزو کلمه‌های کلیدی (keywords) تعریف شده است.
-
-
 دسته‌بندی
 -----------
 
-در این بخش به دسته‌بندی انواع شی بر اساس برخی از تعریف‌های پایتون پرداخته شده است.
+اکنون با انواع داده و نیز ساختمان‌های داده متداول در پایتون آشنا شده‌اید. در این بخش به منظور جمع‌بندی، به دسته‌بندی این اشیا خواهیم پرداخت:
 
 
 * انواع عددی (Numeric Types):
@@ -819,7 +731,6 @@ NoneType
     :linenos:
     
     - int
-    - long (2.x)
     - float
     - complex
     - Decimal
@@ -832,9 +743,8 @@ NoneType
     :linenos:
     
     - str
-    - unicode (2.x)
-    - bytes (3.x)
-    - bytearray (3.x/2.6+)
+    - bytes
+    - bytearray
     - tuple
     - list
 
@@ -844,15 +754,13 @@ NoneType
     :linenos:
     
     - int
-    - long (2.x)
     - float
     - complex
     - Decimal
     - Fraction
     - bool
     - str
-    - unicode (2.x)
-    - bytes (3.x)
+    - bytes
     - tuple
     - frozenset
 
@@ -862,7 +770,7 @@ NoneType
   .. code-block:: html
     :linenos:
     
-    - bytearray (3.x/2.6+)
+    - bytearray
     - list
     - dict
     - set
@@ -889,10 +797,8 @@ NoneType
     :linenos:
     
     - zip
-    - dict_views
     - NoneType
 
-*در درس‌های بعد نیز با انواع آماده (Built-in) دیگری آشنا خواهیم شد.*
 
 |
 

From 059b64adf9da6d82c08f825375946db39b679952 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Thu, 20 Apr 2023 20:09:42 +0330
Subject: [PATCH 37/79] edited l08 (part 1 & 2)

---
 .../pages/08-python-built-in-data-types-3.jpg | Bin 0 -> 130374 bytes
 source/_static/sitemap-index.xml              |  10 +++++
 .../lessons/l07-numeric-types-in-python.rst   |   2 +-
 source/lessons/l07-string-in-python.rst       |   2 +-
 .../lessons/l08-list-and-tuple-in-python.rst  |  40 ++++++++++--------
 source/lessons/l08-set-and-dict-in-python.rst |  12 +++---
 source/lessons/l09.rst                        |   4 +-
 source/lessons/l11.rst                        |  12 +++---
 source/lessons/l12.rst                        |   8 ++--
 source/lessons/l13.rst                        |   4 +-
 source/lessons/l16.rst                        |  10 ++---
 source/lessons/l18.rst                        |   2 +-
 source/lessons/l19.rst                        |   2 +-
 source/lessons/l21.rst                        |   2 +-
 source/lessons/l22.rst                        |   2 +-
 source/lessons/l23.rst                        |   2 +-
 source/log.rst                                |  13 +++++-
 17 files changed, 76 insertions(+), 51 deletions(-)
 create mode 100644 source/_static/pages/08-python-built-in-data-types-3.jpg

diff --git a/source/_static/pages/08-python-built-in-data-types-3.jpg b/source/_static/pages/08-python-built-in-data-types-3.jpg
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diff --git a/source/_static/sitemap-index.xml b/source/_static/sitemap-index.xml
index 1e45b37..ce5a31e 100644
--- a/source/_static/sitemap-index.xml
+++ b/source/_static/sitemap-index.xml
@@ -94,6 +94,16 @@
   <lastmod>2021-03-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
+<url>
+  <loc>https://python.coderz.ir/lessons/l08-list-and-tuple-in-python.html</loc>
+  <lastmod>2023-03-17T17:10:25+00:00</lastmod>
+  <priority>0.80</priority>
+</url>
+<url>
+  <loc>https://python.coderz.ir/lessons/l08-set-and-dict-in-python.html</loc>
+  <lastmod>2023-03-17T17:10:25+00:00</lastmod>
+  <priority>0.80</priority>
+</url>
 <url>
   <loc>https://python.coderz.ir/lessons/l09.html</loc>
   <lastmod>2021-03-17T17:10:25+00:00</lastmod>
diff --git a/source/lessons/l07-numeric-types-in-python.rst b/source/lessons/l07-numeric-types-in-python.rst
index 5ed21cc..2c77cf1 100644
--- a/source/lessons/l07-numeric-types-in-python.rst
+++ b/source/lessons/l07-numeric-types-in-python.rst
@@ -519,7 +519,7 @@
     f = Decimal("NaN")
 
 * از آنجا که نوع ممیز شناور دقیق نیست؛ این اعداد را حتما به صورت رشته به ``Decimal`` ارسال نمایید (سطر دوم).
-* اعداد را می‌توان به صورت یک شی تاپل (Tuple) - ساختاری مشابه: (... ,Ο, Ο, Ο) - ارسال کرد (سطر چهارم). شیوه نماد علمی را به یاد بیاورید؛ تاپل مورد نظر باید ساختاری مشابه الگو ``(sign, digits, exponent)`` داشته باشد که در آن sign مثبت بودن (توسط عدد صفر) یا منفی بودن (توسط عدد یک) را مشخص می‌کند، digits خود تاپلی است که رقم‌های دخیل را بیان می‌کند و exponent نیز بیانگر همان توان است.
+* اعداد را می‌توان به صورت یک شی توپِل (Tuple) - ساختاری مشابه: (... ,Ο, Ο, Ο) - ارسال کرد (سطر چهارم). شیوه نماد علمی را به یاد بیاورید؛ توپِل مورد نظر باید ساختاری مشابه الگو ``(sign, digits, exponent)`` داشته باشد که در آن sign مثبت بودن (توسط عدد صفر) یا منفی بودن (توسط عدد یک) را مشخص می‌کند، digits خود توپِلی است که رقم‌های دخیل را بیان می‌کند و exponent نیز بیانگر همان توان است.
 
 میزان دقت (Precision) و عمل گرد کردن (Rounding) اعداد از نوع دسیمال با استفاده از یک شی ``Context`` قابل کنترل است؛ این شی یک سری اطلاعات پیکربندی را در اختیار اشیا دسیمال قرار می‌دهد که برای دسترسی به آن باید از  تابع ``()getcontext`` [`اسناد پایتون  <http://docs.python.org/3/library/decimal.html#decimal.getcontext>`__] درون ماژول ``decimal`` استفاده کرد. تابع ``()getcontext`` شی ``Context`` اشیا دسیمال جاری برنامه را برمی‌گرداند::
 
diff --git a/source/lessons/l07-string-in-python.rst b/source/lessons/l07-string-in-python.rst
index ef9ebb2..fd223e6 100644
--- a/source/lessons/l07-string-in-python.rst
+++ b/source/lessons/l07-string-in-python.rst
@@ -119,7 +119,7 @@
 رشته به عنوان دنباله‌ (Sequence)
 ----------------------------------
 
-برخی از انواع شی پایتون به مانند رشته، تاپل (tuple)، لیست (list) و... با عنوان **دنباله** (Sequence) نیز شناخته می‌شوند. دنباله ویژگی‌هایی دارد که در اینجا به کمک نوع رشته بررسی خواهیم کرد. رشته در واقع یک **دنباله** از کاراکترهاست در نتیجه می‌توان هر یک از اعضای این دنباله را با استفاده از اندیس (Index) موقعیت آن، دستیابی نمود؛ اندیس اعضا از سمت چپ با عدد صفر شروع و به سمت راست یک واحد یک واحد افزایش می‌یابد. به عنوان نمونه برای شی ``'Python Strings'`` می‌توانیم شمای اندیس‌گذاری را به صورت پایین در نظر بگیریم::
+برخی از انواع شی پایتون به مانند رشته، توپِل (tuple)، لیست (list) و... با عنوان **دنباله** (Sequence) نیز شناخته می‌شوند. دنباله ویژگی‌هایی دارد که در اینجا به کمک نوع رشته بررسی خواهیم کرد. رشته در واقع یک **دنباله** از کاراکترهاست در نتیجه می‌توان هر یک از اعضای این دنباله را با استفاده از اندیس (Index) موقعیت آن، دستیابی نمود؛ اندیس اعضا از سمت چپ با عدد صفر شروع و به سمت راست یک واحد یک واحد افزایش می‌یابد. به عنوان نمونه برای شی ``'Python Strings'`` می‌توانیم شمای اندیس‌گذاری را به صورت پایین در نظر بگیریم::
 
      P y t h o n   S t r i n g s
      - - - - - - - - - - - - - -
diff --git a/source/lessons/l08-list-and-tuple-in-python.rst b/source/lessons/l08-list-and-tuple-in-python.rst
index 9d9d191..de66a2c 100644
--- a/source/lessons/l08-list-and-tuple-in-python.rst
+++ b/source/lessons/l08-list-and-tuple-in-python.rst
@@ -10,18 +10,18 @@
 درس ۰۸: ساختمان‌های داده در پایتون: list و tuple
 ====================================================================================
 
-.. figure:: /_static/pages/08-python-built-in-data-types-2.jpg
+.. figure:: /_static/pages/08-python-built-in-data-types-3.jpg
     :align: center
     :alt: درس ۰۸: ساختمان‌های داده در پایتون: tuple و list
     :class: page-image
 
-    Photo by `Natalia Y <https://unsplash.com/photos/Oxl_KBNqxGA>`__
+    Photo by `Maria Orlova <https://unsplash.com/photos/aO76xjr6xow>`__
   
   
-از درس هفتم با انواع داده از پیش آماده در پایتون آشنا شده‌ایم و در این درس به ساختمان‌های داده در پایتون خواهیم پرداخت. ساختمان‌های داده یا Data Structures به اشیایی گفته می‌شود که برای نگهداری از یک مجموعه داده طراحی شده‌اند و هر یک دارای ویژگی منحصربه‌فرد خود است. برای مثال قابل تغییر بودن، امکان حفظ ترتیب اعضا، امکان نگهداری داده‌های تکراری یا تنها  اجبار به نگهداری داده‌های یکتا که هر یک مناسب وضعیت خاصی در برنامه‌نویسی هستند. این درس به بررسی چهار ساختمان داده متداول در پایتون خواهد پرداخت: لیست (list)، تاپِل (tuple)، مجموعه (set) و دیکشنری (dict)
+از درس هفتم با انواع داده پایه در پایتون آشنا شده‌ایم و در این درس به بررسی انواع داده دیگری خواهیم پرداخت که در زبان‌های برنامه‌نویسی عموما با عنوان ساختمان‌های داده بیان می‌شوند. ساختمان‌های داده یا Data Structures به اشیایی گفته می‌شود که برای نگهداری از یک مجموعه داده طراحی شده‌اند و هر یک دارای ویژگی منحصربه‌فرد خود است. برای مثال قابل تغییر بودن، امکان حفظ ترتیب اعضا، امکان نگهداری داده‌های تکراری یا تنها  اجبار به نگهداری داده‌های یکتا که هر یک مناسب وضعیت خاصی در برنامه‌نویسی هستند. این درس به بررسی چهار ساختمان داده متداول در پایتون خواهد پرداخت: لیست (list)، توپِل (tuple)، مجموعه (set) و دیکشنری (dict)
 
 
-به منظور جلوگیری از طولانی شدن متن درس و همینطور سادگی در مطالعه، محتوا این درس در قالب دو بخش ارایه می‌شود که بخش نخست تنها به شرح لیست (list) و تاپِل (tuple) خواهد پرداخت.
+به منظور جلوگیری از طولانی شدن متن درس و همینطور سادگی در مطالعه، محتوا این درس در قالب دو بخش ارایه می‌شود که بخش نخست تنها به شرح لیست (list) و توپِل (tuple) خواهد پرداخت.
 
 
 
@@ -40,7 +40,7 @@
 لیست
 ------
 
-نوع «**لیست**» (List) انعطاف‌ پذیرترین نوع آماده در پایتون می‌باشد. این نوع همانند رشته یک «**دنباله**» (Sequence) بوده ولی برخلاف آن یک نوع «**تغییر پذیر**» (Mutable) است. شی لیست با استفاده از کروشه ``[ ]`` ایجاد می‌گردد و ترتیب اعضا را حفظ و می‌تواند عضوهایی - **از هر نوع** - داشته باشد که توسط کاما ``,`` از یکدیگر جدا می‌شوند؛ نوع لیست در واقع محلی برای نگهداری اشیا گوناگون و تغییرپذیر است::
+نوع «**لیست**» (List) یک نوع بسیار انعطاف‌پذیر در پایتون می‌باشد. این نوع همانند رشته یک «**دنباله**» (Sequence) بوده ولی برخلاف آن یک نوع «**تغییر پذیر**» (Mutable) است. شی لیست با استفاده از کروشه ``[ ]`` ایجاد می‌گردد و ترتیب اعضا را حفظ و می‌تواند عضوهایی - **از هر نوع** - داشته باشد که توسط کاما ``,`` از یکدیگر جدا می‌شوند؛ نوع لیست در واقع محلی برای نگهداری اشیا گوناگون و تغییرپذیر است::
 
     >>> L = [1, 2, 3]
     >>> type(L)
@@ -201,7 +201,11 @@
       File "<stdin>", line 1, in <module>
     NameError: name 'a' is not defined
 
-.. rubric:: انتساب چندگانه
+
+.. _python-unpacking: 
+
+انتساب چندگانه
+~~~~~~~~~~~~~~~~~~~~
 
 می‌توان یک شی لیست - یا در کل یک شی دنباله - را به تعدادی نام انتساب داد و متغیرهای جداگانه‌ای ایجاد نمود؛ این عمل **Unpacking** خوانده می‌شود. در این شرایط مفسر پایتون هر عضو دنباله را با حفظ ترتیب به یکی از نام‌ها انتساب می‌دهد که در حالت عادی می‌بایست تعداد نام‌ها با عضوهای دنباله برابر باشد::
 
@@ -747,10 +751,10 @@
 
 
 
-تاپل
+توپِل
 ------
 
-نوع «**تاپِل**» (Tuple) همانند نوع ``list`` است ولی با این تفاوت که تغییر پذیر **نیست** و عضوهای آن درون پرانتز ``()`` قرار داده می‌شوند::
+نوع «**توپِل**» (Tuple) همانند نوع ``list`` است تنها با این تفاوت که تغییرپذیر **نیست** (بنابراین به نسبت مقدار حافظه کمتری مصرف می‌کند) و عضوهای آن درون پرانتز ``()`` قرار داده می‌شوند::
 
     >>> t = (1, 2, 3)
     >>> type(t)
@@ -771,7 +775,7 @@
     >>> t
     ()
 
-در انتهای شی تاپل تک  عضوی می‌بایست یک نماد کاما قرار داد؛ به مانند: ``(,1)``. از آنجا که از پرانتز در عبارت‌ها نیز استفاده می‌شود؛ با این کار مفسر پایتون یک شی تاپل را از عبارت تشخیص می دهد::
+در انتهای شی توپِل تک  عضوی می‌بایست یک نماد کاما قرار داد؛ به مانند: ``(,1)``. از آنجا که از پرانتز در عبارت‌ها نیز استفاده می‌شود؛ با این کار مفسر پایتون یک شی توپِل را از عبارت تشخیص می دهد::
 
 
     >>> (4 + 1)
@@ -792,7 +796,7 @@
     <class 'tuple'>
 
 
-برای ایجاد شی تاپل حتی می‌توان از گذاردن پرانتز صرف نظر کرد و تنها اشیا (یا عبارت‌ها) را با کاما از یکدیگر جدا نمود::
+برای ایجاد شی توپِل حتی می‌توان از گذاردن پرانتز صرف نظر کرد و تنها اشیا (یا عبارت‌ها) را با کاما از یکدیگر جدا نمود::
 
     >>> 5,
     (5,)
@@ -816,10 +820,10 @@
 
 
 .. note::
-    نوع تاپل به دلیل تغییر ناپذیر بودن، نسبت به نوع لیست در مصرف حافظه بهینه‌تر می‌باشد؛ بنابراین بهتر است در مواقعی که نیاز به تغییر خاصی در داده‌ها نیست از این نوع استفاده شود. همچنین در مواقعی که نباید داده‌ها تغییر کنند، استفاده از شی تاپل به جای لیست می‌تواند از آن‌ها در برابر تغییر محافظت کند.
+    نوع توپِل به دلیل تغییر ناپذیر بودن، نسبت به نوع لیست در مصرف حافظه بهینه‌تر می‌باشد؛ بنابراین بهتر است در مواقعی که نیاز به تغییر خاصی در داده‌ها نیست از این نوع استفاده شود. همچنین در مواقعی که نباید داده‌ها تغییر کنند، استفاده از شی توپِل به جای لیست می‌تواند از آن‌ها در برابر تغییر محافظت کند.
 
 
-به دلیل شباهت‌های بسیار شی تاپل به شی لیست از ارایه توضیحات تکراری اجتناب کرده و تنها به ذکر چند مثال در ارتباط با نوع تاپل می‌پردازیم::
+به دلیل شباهت‌های بسیار شی توپِل به شی لیست از ارایه توضیحات تکراری اجتناب کرده و تنها به ذکر چند مثال در ارتباط با نوع توپِل می‌پردازیم::
 
      >>> ('a', 'b', 'c') + (1 , 2, 3)
      ('a', 'b', 'c', 1, 2, 3)
@@ -890,7 +894,7 @@
     >>> len(t[2])
     3
 
-به دلیل ساختار ارجاعی بین اشیا در پایتون که توسط تصاویر بخش لیست نیز نمایش داده شد؛ اشیا تغییر پذیر درون شی تاپل، ویژگی‌های خود را داشته و همچنان تغییر پذیر خواهند بود::
+به دلیل ساختار ارجاعی بین اشیا در پایتون که توسط تصاویر بخش لیست نیز نمایش داده شد؛ اشیا تغییر پذیر درون شی توپِل، ویژگی‌های خود را داشته و همچنان تغییر پذیر خواهند بود::
 
     >>> t = ('p', 'y', [1, 2, 3], 5)
 
@@ -952,7 +956,7 @@
 *حتما متوجه شده‌اید که عضوهای دنباله تنها با نوع لیست به نام نشانه‌گذاری شده انتساب داده می‌شود.*
 
 
-در هنگام انتساب متغیر تاپل به موضوع کپی نشدن اشیا تغییر پذیر توجه داشته باشید و در صورت نیاز از ماژول ``copy`` استفاده نمایید::
+در هنگام انتساب متغیر توپِل به موضوع کپی نشدن اشیا تغییر پذیر توجه داشته باشید و در صورت نیاز از ماژول ``copy`` استفاده نمایید::
 
     >>> t1 = ('p', 'y', [1, 2, 3], 5)
 
@@ -981,7 +985,7 @@
 
 
 
-همانند شی لیست؛ شی تاپل نیز به دو متد ``()index`` و ``()count`` دسترسی دارد - این موضوع با استفاده از تابع ``()dir`` قابل بررسی است::
+همانند شی لیست؛ شی توپِل نیز به دو متد ``()index`` و ``()count`` دسترسی دارد - این موضوع با استفاده از تابع ``()dir`` قابل بررسی است::
 
     >>> t = ('s', 'b', 'c', 'a', 's', 'b')
 
@@ -1024,7 +1028,7 @@
     (END)
 
 
-هر زمان که نیاز به اِعمال تغییر در شی تاپل باشد؛ می‌توان شی مورد نظر را به صورت موقت به یک شی لیست تبدیل کرد. در این حالت می‌توان از ویژگی و متدهای شی لیست بهره برد و تغییرات دلخواه را اعمال کرد و در نهایت با یک تبدیل نوع دیگر دوباره به شی تاپل بازگشت. برای این منظور می‌توان با استفاده از کلاس ``()list`` یک دنباله - در اینجا یک شی تاپل - را به شی لیست تبدیل کرد و در طرف دیگر توسط کلاس ``()tuple`` نیز یک دنباله - در اینجا یک شی لیست - را به شی تاپل تبدیل نمود::
+هر زمان که نیاز به اِعمال تغییر در شی توپِل باشد؛ می‌توان شی مورد نظر را به صورت موقت به یک شی لیست تبدیل کرد. در این حالت می‌توان از ویژگی و متدهای شی لیست بهره برد و تغییرات دلخواه را اعمال کرد و در نهایت با یک تبدیل نوع دیگر دوباره به شی توپِل بازگشت. برای این منظور می‌توان با استفاده از کلاس ``()list`` یک دنباله - در اینجا یک شی توپِل - را به شی لیست تبدیل کرد و در طرف دیگر توسط کلاس ``()tuple`` نیز یک دنباله - در اینجا یک شی لیست - را به شی توپِل تبدیل نمود::
 
     >>> t = (1, 2, 3)
     >>> type(t)
@@ -1045,7 +1049,7 @@
     ('python', 1, 2, 3)
 
 
-البته در مواقعی که می‌خواهید عضوهای درون یک شی تاپل را مرتب (Sort) کنید، نیازی به تبدیل نوع لیست نمی‌باشد و می‌توانید از تابع ``()sorted`` استفاده نمایید؛ این تابع مطابق آنچه که پیش از این معرفی شد یک شی تاپل را می‌گیرد و یک شی لیست با همان عضوها اما مرتب شده را برمی‌گرداند::
+البته در مواقعی که می‌خواهید عضوهای درون یک شی توپِل را مرتب (Sort) کنید، نیازی به تبدیل نوع لیست نمی‌باشد و می‌توانید از تابع ``()sorted`` استفاده نمایید؛ این تابع مطابق آنچه که پیش از این معرفی شد یک شی توپِل را می‌گیرد و یک شی لیست با همان عضوها اما مرتب شده را برمی‌گرداند::
 
     >>> t = ('a', 'D', 'c', 'B', 'e', 'f', 'G', 'h')
 
@@ -1053,7 +1057,7 @@
     ['h', 'G', 'f', 'e', 'D', 'c', 'B', 'a']
 
 
-کلاس ``()tuple`` بدون آرگومان یک شی تاپل خالی را ایجاد می‌کند::
+کلاس ``()tuple`` بدون آرگومان یک شی توپِل خالی را ایجاد می‌کند::
 
     >>> t = tuple()
     >>> t
diff --git a/source/lessons/l08-set-and-dict-in-python.rst b/source/lessons/l08-set-and-dict-in-python.rst
index 14e5bc1..74b50d4 100644
--- a/source/lessons/l08-set-and-dict-in-python.rst
+++ b/source/lessons/l08-set-and-dict-in-python.rst
@@ -18,10 +18,10 @@
 
     Photo by `Natalia Y <https://unsplash.com/photos/Oxl_KBNqxGA>`__
   
+  
+از درس هفتم با انواع داده پایه در پایتون آشنا شده‌ایم و در این درس به بررسی انواع داده دیگری خواهیم پرداخت که در زبان‌های برنامه‌نویسی عموما با عنوان ساختمان‌های داده بیان می‌شوند. ساختمان‌های داده یا Data Structures به اشیایی گفته می‌شود که برای نگهداری از یک مجموعه داده طراحی شده‌اند و هر یک دارای ویژگی منحصربه‌فرد خود است. برای مثال قابل تغییر بودن، امکان حفظ ترتیب اعضا، امکان نگهداری داده‌های تکراری یا تنها  اجبار به نگهداری داده‌های یکتا که هر یک مناسب وضعیت خاصی در برنامه‌نویسی هستند. این درس به بررسی چهار ساختمان داده متداول در پایتون خواهد پرداخت: لیست (list)، توپِل (tuple)، مجموعه (set) و دیکشنری (dict)
 
-از درس هفتم با انواع داده از پیش آماده در پایتون آشنا شده‌ایم و در این درس به ساختمان‌های داده در پایتون خواهیم پرداخت. ساختمان‌های داده یا Data Structures به اشیایی گفته می‌شود که برای نگهداری از یک مجموعه داده طراحی شده‌اند و هر یک دارای ویژگی منحصربه‌فرد خود است. برای مثال قابل تغییر بودن، امکان حفظ ترتیب اعضا، امکان نگهداری داده‌های تکراری یا تنها  اجبار به نگهداری داده‌های یکتا که هر یک مناسب وضعیت خاصی در برنامه‌نویسی هستند. این درس به بررسی چهار ساختمان داده متداول در پایتون خواهد پرداخت: لیست (list)، تاپِل (tuple)، مجموعه (set) و دیکشنری (dict)
-
-این بخش در ادامه شرح «لیست» و «تاپل» به شرح دو نوع دیگر از ساختمان‌های داده در پایتون می‌پردازد: «مجموعه» و «دیکشنری»
+این بخش در ادامه شرح «لیست» و «توپِل» به شرح دو نوع دیگر از ساختمان‌های داده در پایتون می‌پردازد: «مجموعه» و «دیکشنری»
 
 
 
@@ -287,7 +287,7 @@
 برای تبدیل دیگر اشیا به نوع دیکشنری یا در کل ایجاد شی دیکشنری از کلاس ``()dict`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#func-dict>`__] استفاده می‌شود.
 
 
-برای تبدیل اشیا دنباله به مانند لیست و تاپل به دیکشنری می‌بایست از ساختار تودرتو استفاده کرد، به گونه‌ای که هر عضو این ساختمان‌ها خود شامل دو عضو باشد::
+برای تبدیل اشیا دنباله به مانند لیست و توپِل به دیکشنری می‌بایست از ساختار تودرتو استفاده کرد، به گونه‌ای که هر عضو این ساختمان‌ها خود شامل دو عضو باشد::
 
     >>> t = ('one', 'two', 'three')
     >>> type(t)
@@ -427,7 +427,7 @@
       >>> d
       {'name': 'Jhon', 'age': 40, 'occupation': 'unemployed'}
 
-  متد مشابه دیگری نیز با نام ``()popitem`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.popitem>`__] - که بدون آرگومان است - در دسترس می‌باشد؛ این متد در هر فراخوانی یک عضو از شی مورد نظر را به صورت دلخواه حذف و به شکل تاپل (key, value) برمی‌گرداند و چنانچه دیکشنری خالی باشد یک خطا ``KeyError`` گزارش می‌دهد::
+  متد مشابه دیگری نیز با نام ``()popitem`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.popitem>`__] - که بدون آرگومان است - در دسترس می‌باشد؛ این متد در هر فراخوانی یک عضو از شی مورد نظر را به صورت دلخواه حذف و به شکل توپِل (key, value) برمی‌گرداند و چنانچه دیکشنری خالی باشد یک خطا ``KeyError`` گزارش می‌دهد::
 
     >>> d = {1:'One', 2:'Two', 3:'Three'}
 
@@ -699,7 +699,7 @@
 frozenset
 ~~~~~~~~~~~~~
 
-همانطور که پیش از این بیان شد مجموعه یک شی «تغییر پذیر» است با عضوهای «تغییر ناپذیر» و به دلیل همین تغییر پذیری است که می‌توانیم به سادگی توسط متدهایش، عضوی به آن افزوده یا حذف نماییم. **”frozenset“** یک نوع جدید مجموعه است. همانگونه که می‌توانیم یک شی تاپل را معادل یک شی لیست تغییر ناپذیر تصویر کنیم؛ frozenset را نیز می‌توان **یک شی مجموعه تغییر ناپذیر** تصور کرد. نوع ``frozenset`` همان نوع ``set`` است، با تمام ویژگی‌های آن به غیر از تغییر پذیری که با استفاده از کلاس ``()frozenset`` ایجاد می‌گردد:
+همانطور که پیش از این بیان شد مجموعه یک شی «تغییر پذیر» است با عضوهای «تغییر ناپذیر» و به دلیل همین تغییر پذیری است که می‌توانیم به سادگی توسط متدهایش، عضوی به آن افزوده یا حذف نماییم. **”frozenset“** یک نوع جدید مجموعه است. همانگونه که می‌توانیم یک شی توپِل را معادل یک شی لیست تغییر ناپذیر تصویر کنیم؛ frozenset را نیز می‌توان **یک شی مجموعه تغییر ناپذیر** تصور کرد. نوع ``frozenset`` همان نوع ``set`` است، با تمام ویژگی‌های آن به غیر از تغییر پذیری که با استفاده از کلاس ``()frozenset`` ایجاد می‌گردد:
 
 ::
 
diff --git a/source/lessons/l09.rst b/source/lessons/l09.rst
index 56c87be..4a95ae4 100644
--- a/source/lessons/l09.rst
+++ b/source/lessons/l09.rst
@@ -508,7 +508,7 @@
     5 6
     >>>
 
-*در نمونه کد بالا، متغیر both در هر مرتبه تکرار به یک شی تاپل اشاره دارد.*
+*در نمونه کد بالا، متغیر both در هر مرتبه تکرار به یک شی توپِل اشاره دارد.*
 
 ::
 
@@ -884,7 +884,7 @@
 
 در این بخش قصد داریم با مفهوم iterator (تکرارکننده) در پایتون آشنا شویم. برای این منظور بهتر است ابتدا مفهوم iterable (تکرارپذیر) را بدانیم.
 
-تمام انواع دنباله یک iterable هستند؛ در واقع به اشیایی با این قابلیت که بتوان در هر لحظه یک عضو درون آن را دستیابی نمود iterable گفته می‌شود. اکثر انواع آماده شی که در پایتون می‌شناسیم یک iterable است؛ انواع شی رشته، لیست، تاپل، دیکشنری، range ،zip (یا xrange) یا یک شی فایل (file) و هر شی از کلاسی که خودتان به همراه متد‌های ویژه ``()__iter__`` یا ``()__getitem__`` تعریف نمایید یک iterable هستند.
+تمام انواع دنباله یک iterable هستند؛ در واقع به اشیایی با این قابلیت که بتوان در هر لحظه یک عضو درون آن را دستیابی نمود iterable گفته می‌شود. اکثر انواع آماده شی که در پایتون می‌شناسیم یک iterable است؛ انواع شی رشته، لیست، توپِل، دیکشنری، range ،zip (یا xrange) یا یک شی فایل (file) و هر شی از کلاسی که خودتان به همراه متد‌های ویژه ``()__iter__`` یا ``()__getitem__`` تعریف نمایید یک iterable هستند.
 
 شی iterator با استفاده از تابع آماده ``()iter`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#iter>`__] ایجاد می‌شود؛ این تابع یک شی iterable را به عنوان آرگومان دریافت می‌کند و آن را در قالب یک شی iterator بر می‌گرداند::
 
diff --git a/source/lessons/l11.rst b/source/lessons/l11.rst
index 3e04993..bf923ed 100644
--- a/source/lessons/l11.rst
+++ b/source/lessons/l11.rst
@@ -508,7 +508,7 @@ os.path
 
 
 
-* ``(os.path.split(path``: مسیر path دریافتی را به یک تاپل (dirname, basename) تجزیه می‌کند که در آن **basename** آخرین بخش از مسیر path و **dirname** نیز هر آنچه قبل از basename باشد، خواهند بود [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.split>`__]::
+* ``(os.path.split(path``: مسیر path دریافتی را به یک توپِل (dirname, basename) تجزیه می‌کند که در آن **basename** آخرین بخش از مسیر path و **dirname** نیز هر آنچه قبل از basename باشد، خواهند بود [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.split>`__]::
 
 
     >>> import os.path
@@ -528,7 +528,7 @@ os.path
     >>>
 
 
-* ``(os.path.basename(path``: مقداری برابر با **بخش دوم** از تاپل خروجی تابع ``(os.path.split(path`` را برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.basename>`__]::
+* ``(os.path.basename(path``: مقداری برابر با **بخش دوم** از توپِل خروجی تابع ``(os.path.split(path`` را برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.basename>`__]::
 
 
     >>> import os.path
@@ -548,7 +548,7 @@ os.path
     >>> 
 
 
-* ``(os.path.dirname(path``: مقداری برابر با **بخش یکم** از تاپل خروجی تابع ``(os.path.split(path`` را برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.dirname>`__]::
+* ``(os.path.dirname(path``: مقداری برابر با **بخش یکم** از توپِل خروجی تابع ``(os.path.split(path`` را برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.dirname>`__]::
 
     >>> import os.path
     >>> 
@@ -568,7 +568,7 @@ os.path
 
 
 
-* ``(os.path.splitext(path``: مشابه تابع ``(os.path.split(path``  است با این تفاوت که پسوند را از path جدا کرده و نتیجه را به شکل تاپل بر می‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.splitext>`__]::
+* ``(os.path.splitext(path``: مشابه تابع ``(os.path.split(path``  است با این تفاوت که پسوند را از path جدا کرده و نتیجه را به شکل توپِل بر می‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.splitext>`__]::
 
       >>> import os.path
       >>> 
@@ -613,7 +613,7 @@ os.path
       >>> os.path.join(os.sep, 'one', 'two', 'three')
       '\\one\\two\\three'
 
-  همچنین برای ایجاد چندین مسیر به صورت همزمان، می‌توان اجزای هر مسیر را به صورت یک تاپل (یا لیست) درون یک لیست قرار داد و سپس با استفاده از حلقه ``for``، اجزای هر مسیر را جداگانه به تابع ``join`` ارسال نمود. البته باید توجه داشت که می‌بایست پارامتر مشخص شده در تعریف تابع ``join`` با یک ستاره مشخص شده باشد؛ در این حالت اجزای درون یک تاپل (یا لیست) به صورت پارامترهای جدا تابع در نظر گرفته می‌شوند، چیزی مانند نمونه کد بالا - در درس تابع دوباره به این شیوه ارسال پارامتر اشاره خواهد شد - به نمونه کد پایین توجه نمایید::
+  همچنین برای ایجاد چندین مسیر به صورت همزمان، می‌توان اجزای هر مسیر را به صورت یک توپِل (یا لیست) درون یک لیست قرار داد و سپس با استفاده از حلقه ``for``، اجزای هر مسیر را جداگانه به تابع ``join`` ارسال نمود. البته باید توجه داشت که می‌بایست پارامتر مشخص شده در تعریف تابع ``join`` با یک ستاره مشخص شده باشد؛ در این حالت اجزای درون یک توپِل (یا لیست) به صورت پارامترهای جدا تابع در نظر گرفته می‌شوند، چیزی مانند نمونه کد بالا - در درس تابع دوباره به این شیوه ارسال پارامتر اشاره خواهد شد - به نمونه کد پایین توجه نمایید::
 
       >>> import os 
 
@@ -629,7 +629,7 @@ os.path
       >>>
 
   .. note::
-    هر مسیر می‌بایست دقیقا شامل یک کاراکتر جدا کننده دایرکتوری (``os.sep``) باشد در غیر این صورت اجزا فقط از آخرین نمونه به بعد در نظر گرفته می‌شوند. این اتفاق در تاپل سوم ``('one', 'two', '/three', 'four/')`` از نمونه کد بالا رخ داده است.
+    هر مسیر می‌بایست دقیقا شامل یک کاراکتر جدا کننده دایرکتوری (``os.sep``) باشد در غیر این صورت اجزا فقط از آخرین نمونه به بعد در نظر گرفته می‌شوند. این اتفاق در توپِل سوم ``('one', 'two', '/three', 'four/')`` از نمونه کد بالا رخ داده است.
 
 
 * ``(os.path.expanduser(path``: این تابع تنها یک پارامتر با ترکیب ``user~`` می‌پذیرد و کاراکتر ``~`` را به مسیر دایرکتوری کاربر user در سیستم عامل تبدیل می‌کند [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.expanduser>`__]::
diff --git a/source/lessons/l12.rst b/source/lessons/l12.rst
index 7f6f189..5ead167 100644
--- a/source/lessons/l12.rst
+++ b/source/lessons/l12.rst
@@ -360,7 +360,7 @@
 
 این دو از شیوه‌‌های مرسوم در زبان‌های برنامه‌نویسی هستند ولی ارسال پارامتر به صورت خاص در زبان برنامه‌نویسی پایتون چگونه است؟ در پایتون هر چیزی یک شی است و در نتیجه ارسال آرگومان‌ها در هر شرایطی به صورت **”by reference“** انجام می‌پذیرد. 
 
-و اگر سوال شود که علت تفاوت رفتار در دو مثال قبل چیست؟ باید بدانیم که علت به ماهیت اشیای آرگومان‌های ارسالی مربوط است. ارسال اشیای تغییرناپذیر (Immutable) به مانند انواع بولین، اعداد، رشته و تاپل به تابع، باعث بروز رفتاری مشابه با شیوه by value می‌شود ولی در مورد ارسال اشیای تغییرپذیر (Mutable) به مانند انواع لیست، دیکشنری و مجموعه اینگونه نخواهد بود. به تصاویر پایین توجه نمایید:
+و اگر سوال شود که علت تفاوت رفتار در دو مثال قبل چیست؟ باید بدانیم که علت به ماهیت اشیای آرگومان‌های ارسالی مربوط است. ارسال اشیای تغییرناپذیر (Immutable) به مانند انواع بولین، اعداد، رشته و توپِل به تابع، باعث بروز رفتاری مشابه با شیوه by value می‌شود ولی در مورد ارسال اشیای تغییرپذیر (Mutable) به مانند انواع لیست، دیکشنری و مجموعه اینگونه نخواهد بود. به تصاویر پایین توجه نمایید:
 
 .. image:: /_static/l12-python-passing-arguments-01.png
     :align: center
@@ -416,7 +416,7 @@
     >>> Y
     [3, 4]
 
-توجه داشته باشید که در این حالت دستور ``return`` تمام این اشیا را در قالب یک شی تاپل برمی‌گرداند::
+توجه داشته باشید که در این حالت دستور ``return`` تمام این اشیا را در قالب یک شی توپِل برمی‌گرداند::
 
     >>> multiple(X, Y)
     (2, [3, 4])
@@ -508,7 +508,7 @@
       TypeError: f() got multiple values for argument 'a'
 
 
-* سینتکس ``iterable*``، در این سینتکس یک شی از نوع تکرارپذیر (iterable - درس نهم) مانند انواع رشته، تاپل، لیست و... که توسط یک کاراکتر ستاره ``*‍‍`` نشانه‌گذاری شده است، به تابع ارسال می‌گردد. در این صورت بر اساس ترتیب موقعیت، اعضای درون شی تکرارپذیر به پارامتر‌های تابع اختصاص می‌یابند::
+* سینتکس ``iterable*``، در این سینتکس یک شی از نوع تکرارپذیر (iterable - درس نهم) مانند انواع رشته، توپِل، لیست و... که توسط یک کاراکتر ستاره ``*‍‍`` نشانه‌گذاری شده است، به تابع ارسال می‌گردد. در این صورت بر اساس ترتیب موقعیت، اعضای درون شی تکرارپذیر به پارامتر‌های تابع اختصاص می‌یابند::
 
     >>> def f(a, b, c):
     ...     print("a= ", a)
@@ -600,7 +600,7 @@
 
 
 
-* سینتکس ``name*``، تمام آرگومان‌های ارسالی را در قالب یه شی تاپل دریافت می‌کند - این قابلیت در مواقعی که تعداد آرگومان‌های ارسالی متغییر است کمک بزرگی می‌کند::
+* سینتکس ``name*``، تمام آرگومان‌های ارسالی را در قالب یه شی توپِل دریافت می‌کند - این قابلیت در مواقعی که تعداد آرگومان‌های ارسالی متغییر است کمک بزرگی می‌کند::
 
     >>> def f(*name):
     ...     print(type(name))
diff --git a/source/lessons/l13.rst b/source/lessons/l13.rst
index 0a0acd5..395111e 100644
--- a/source/lessons/l13.rst
+++ b/source/lessons/l13.rst
@@ -373,7 +373,7 @@ Generator
   4
   >>> 
 
-به منظور درک بهتر عملکرد  تابع Generator‌، تصور کنید از شما خواسته شده است که یک تابع شخصی مشابه با تابع ``()range`` پایتون پیاده‌سازی نمایید. راهکار شما چه خواهد بود؟  ایجاد یک شی‌ای مانند لیست (list) یا تاپل خالی و پر کردن آن با استفاده از یک حلقه؟! این راهکار شاید برای ایجاد بازه‌های کوچک پاسخگو باشد ولی برای ایجاد یک بازه صد میلیونی آیا حافظه و زمان کافی در اختیار دارید؟. این مسئله را با استفاده از تابع Generator‌ به سادگی و درستی حل خواهیم کرد::
+به منظور درک بهتر عملکرد  تابع Generator‌، تصور کنید از شما خواسته شده است که یک تابع شخصی مشابه با تابع ``()range`` پایتون پیاده‌سازی نمایید. راهکار شما چه خواهد بود؟  ایجاد یک شی‌ای مانند لیست (list) یا توپِل خالی و پر کردن آن با استفاده از یک حلقه؟! این راهکار شاید برای ایجاد بازه‌های کوچک پاسخگو باشد ولی برای ایجاد یک بازه صد میلیونی آیا حافظه و زمان کافی در اختیار دارید؟. این مسئله را با استفاده از تابع Generator‌ به سادگی و درستی حل خواهیم کرد::
 
   >>> def my_range(stop):
   ...     number = 0
@@ -623,7 +623,7 @@ List Comprehensions
   [2.23606797749979, 5.0, 7.810249675906654]
 
 
-توجه داشته باشید، چنانچه نتیجه اعمال List Comprehensions در هر نوبت شامل بیش از یک عضو باشد، می‌بایست مقادیر نتایج در داخل یک پرانتز قرار داده شوند (به صورت یک شی تاپل - tuple). 
+توجه داشته باشید، چنانچه نتیجه اعمال List Comprehensions در هر نوبت شامل بیش از یک عضو باشد، می‌بایست مقادیر نتایج در داخل یک پرانتز قرار داده شوند (به صورت یک شی توپِل - tuple). 
 
 به نمونه ``[x,y) for x in a for y in b if x > 0)]`` و خروجی آن توجه نمایید. با توجه به این موضوع عبارت زیر از نظر مفسر پایتون نادرست می‌باشد::
 
diff --git a/source/lessons/l16.rst b/source/lessons/l16.rst
index 0a6ef65..36c826f 100644
--- a/source/lessons/l16.rst
+++ b/source/lessons/l16.rst
@@ -117,7 +117,7 @@
 
  * ``Match.group([group1, ...])`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.Match.group>`__]
 
-  این متد از شی ``Match``، گروه (های) تطبیق داده شده بر اساس الگو مورد نظر را برمی‌گرداند. این متد می‌تواند یک یا چند آرگومان عددی دریافت کند که معرف اندیس گروه مورد نظر می‌باشد. در حالت فراخوانی بدون آرگومان تمامی گروه‌های تطبیق داده شده به صورت یک مقدار رشته برگردانده می‌شود و در صورتی تنها یک مقدار به آن ارسال گردد، گروه تطبیق داده شده متناظر با آن اندیس (شمارش اندیس‌ها از یک است) در قالب یک شی رشته برگردانده می‌شود و در صورتی که بیش از یک اندیس به عنوان آرگومان ارسال گردد یک شی تاپل محتوی گروه‌های تطبیق داده شده برگردانده خواهد شد. چنانچه آرگومان ارسالی عددی منفی باشد یا اندیسی بالاتر از تعداد گروه‌های تطبیق داده شده باشد، یک استثنا ``IndexError`` رخ خواهد داد::
+  این متد از شی ``Match``، گروه (های) تطبیق داده شده بر اساس الگو مورد نظر را برمی‌گرداند. این متد می‌تواند یک یا چند آرگومان عددی دریافت کند که معرف اندیس گروه مورد نظر می‌باشد. در حالت فراخوانی بدون آرگومان تمامی گروه‌های تطبیق داده شده به صورت یک مقدار رشته برگردانده می‌شود و در صورتی تنها یک مقدار به آن ارسال گردد، گروه تطبیق داده شده متناظر با آن اندیس (شمارش اندیس‌ها از یک است) در قالب یک شی رشته برگردانده می‌شود و در صورتی که بیش از یک اندیس به عنوان آرگومان ارسال گردد یک شی توپِل محتوی گروه‌های تطبیق داده شده برگردانده خواهد شد. چنانچه آرگومان ارسالی عددی منفی باشد یا اندیسی بالاتر از تعداد گروه‌های تطبیق داده شده باشد، یک استثنا ``IndexError`` رخ خواهد داد::
 
     >>> match = re.search("(\w+) (\w+)", "Isaac Newton, physicist") 
     >>> match.group()        # The entire match
@@ -151,7 +151,7 @@
 
   * ``Match.groups(default=None)`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.Match.groups>`__]
 
-  این متد تمام گروه‌های تطبیق داده شده بر اساس الگو مورد نظر را در قالب یک شی تاپل برمی‌گرداند. این متد می‌تواند یک آرگومان بپذیرد که معرف مقدار پیش‌فرض برای جایگذاری گروه‌هایی است که در رشته ورودی تطبیق داده نشده‌اند، در حالت عادی (بدون ارسال آرگومان) این مقدار برابر با ``None`` است::
+  این متد تمام گروه‌های تطبیق داده شده بر اساس الگو مورد نظر را در قالب یک شی توپِل برمی‌گرداند. این متد می‌تواند یک آرگومان بپذیرد که معرف مقدار پیش‌فرض برای جایگذاری گروه‌هایی است که در رشته ورودی تطبیق داده نشده‌اند، در حالت عادی (بدون ارسال آرگومان) این مقدار برابر با ``None`` است::
 
     >>> match = re.search("(\d+)\.(\d+)", "24.1632")
     >>> match.groups()
@@ -303,7 +303,7 @@
 
   * ``Match.span([group])`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.Match.span>`__]
 
-  این متد یک شی تاپل دوتایی از خروجی دو متد ``start``  و ``end``  را بر می‌گرداند و همانند آنها نیز یک آرگومان اختیاری دارد - نمونه خروجی: ``(m.start(group), m.end(group))``::
+  این متد یک شی توپِل دوتایی از خروجی دو متد ``start``  و ``end``  را بر می‌گرداند و همانند آنها نیز یک آرگومان اختیاری دارد - نمونه خروجی: ``(m.start(group), m.end(group))``::
 
     >>> match = re.search(r"(\d+)\.(\d+)", "24.1632")
     >>> match.span()
@@ -489,7 +489,7 @@
     >>> print(results)
     ['#Perl#', '#Python#', '#Ruby#']
 
-چنانچه الگو شامل بیش از یک گروه باشد، خروجی تابع ``findall`` برابر است با یک لیست از تاپل‌ها که هر تاپل، حاصل یک دور انطباق است::
+چنانچه الگو شامل بیش از یک گروه باشد، خروجی تابع ``findall`` برابر است با یک لیست از توپِل‌ها که هر توپِل، حاصل یک دور انطباق است::
 
      >>> results = re.findall(r'(\w+)@(\d+)', 'Perl@1987,Python@1991,Ruby@1995')
      >>> print(results)
@@ -700,7 +700,7 @@
 
 ``subn(pattern, repl, string, count=0, flags=0)``
 
-عملکرد این تابع (``subn``) همانند تابع ``sub`` است. تنها تفاوت در خروجی آن‌هاست، تابع ``subn`` یک شی تاپل محتوی نتیجه و تعداد عملیات جایگذاری را برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.subn>`__]::
+عملکرد این تابع (``subn``) همانند تابع ``sub`` است. تنها تفاوت در خروجی آن‌هاست، تابع ``subn`` یک شی توپِل محتوی نتیجه و تعداد عملیات جایگذاری را برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.subn>`__]::
 
     >>> import re  # Python 3.x
 
diff --git a/source/lessons/l18.rst b/source/lessons/l18.rst
index 3558573..414b351 100644
--- a/source/lessons/l18.rst
+++ b/source/lessons/l18.rst
@@ -377,7 +377,7 @@
 
 **Method Resolution Order** ، همانطوری که از نام آن نیز مشخص است، **MRO** ترتیبی که می‌بایست بر اساس آن متدها جستجو شوند را پیدا می‌کند. پایتون برای این منظور از الگوریتم C3 linearization بهره گرفته است [`ویکی‌پدیا <https://en.wikipedia.org/wiki/C3_linearization>`__] (البته از نسخه 2.3 به بعد) [`اسناد پایتون <https://www.python.org/download/releases/2.3/mro>`__]. 
 
-هر کلاس پایتون یک Special Attribute به اسم ``__mro__`` دارد که حاوی یک تاپل از ترتیب کلاس‌هایی است که پایتون بر اساس آن به دنبال یک متد می‌گردد [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#class.__mro__>`__]، در واقع این مقدار حاصل تلاش MRO بر اساس محاسبه الگوریتم C3 linearization برای آن کلاس خواهد بود. برای مثال این مقدار برای کلاس ``SubClass`` ما برابر است با::
+هر کلاس پایتون یک Special Attribute به اسم ``__mro__`` دارد که حاوی یک توپِل از ترتیب کلاس‌هایی است که پایتون بر اساس آن به دنبال یک متد می‌گردد [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#class.__mro__>`__]، در واقع این مقدار حاصل تلاش MRO بر اساس محاسبه الگوریتم C3 linearization برای آن کلاس خواهد بود. برای مثال این مقدار برای کلاس ``SubClass`` ما برابر است با::
 
 
    >>> SubClass.__mro__
diff --git a/source/lessons/l19.rst b/source/lessons/l19.rst
index db92567..403d6b2 100644
--- a/source/lessons/l19.rst
+++ b/source/lessons/l19.rst
@@ -191,7 +191,7 @@
 
 با استفاده از مثال پیش، یک کاربرد جالب و مهم از قابلیت تعریف متا کلاس در پایتون را بررسی کردیم، مثالی که شما را با روند ایجاد شی نیز بیشتر آشنا کرد.
 
-در انتهای این بخش جا دارد با امکان تعریف یک متد از نوع Class Method به نام ``__prepare__``  [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#preparing-the-class-namespace>`__] در پایتون آشنا شویم. به صورت پیش‌فرض مفسر پایتون پس از اینکه متا کلاسِ یک کلاس را تشخیص می‌دهد، بلافاصله به دنبال ``__prepare__`` در آن می‌گردد و چنانچه پیاده‌سازی شده باشد، آن را فراخوانی و آرگومان‌های «متا کلاس»، «نام کلاسی که قرار است یک شی از آن ایجاد گردد»، «یک شی تاپل حاوی فهرست superclassهای آن کلاس - با حفظ ترتیب» و «تعدادی keyword argumentهای احتمالی (آرگومان‌های نام=مقدار)» را به آن ارسال می‌کند [`PEP 3115 <https://www.python.org/dev/peps/pep-3115/#invoking-the-metaclass>`__]. خروجی این متد می‌بایست یک شی  دیکشنری  (``dict``) باشد که در زمان ایجاد و ارزیابی کلاس، مورد استفاده قرار می‌گیرد. این متد قبل از ``__call__``  فراخوانی می‌شود و ما می‌توانیم از آن برای قرار دادن مقادیری برای استفاده در کلاس‌هایی که توسط متا کلاس ایجاد می‌گردند قرار دهیم. برای درک بهتر کاربرد این متد، به نمونه کد زیر توجه نمایید:
+در انتهای این بخش جا دارد با امکان تعریف یک متد از نوع Class Method به نام ``__prepare__``  [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#preparing-the-class-namespace>`__] در پایتون آشنا شویم. به صورت پیش‌فرض مفسر پایتون پس از اینکه متا کلاسِ یک کلاس را تشخیص می‌دهد، بلافاصله به دنبال ``__prepare__`` در آن می‌گردد و چنانچه پیاده‌سازی شده باشد، آن را فراخوانی و آرگومان‌های «متا کلاس»، «نام کلاسی که قرار است یک شی از آن ایجاد گردد»، «یک شی توپِل حاوی فهرست superclassهای آن کلاس - با حفظ ترتیب» و «تعدادی keyword argumentهای احتمالی (آرگومان‌های نام=مقدار)» را به آن ارسال می‌کند [`PEP 3115 <https://www.python.org/dev/peps/pep-3115/#invoking-the-metaclass>`__]. خروجی این متد می‌بایست یک شی  دیکشنری  (``dict``) باشد که در زمان ایجاد و ارزیابی کلاس، مورد استفاده قرار می‌گیرد. این متد قبل از ``__call__``  فراخوانی می‌شود و ما می‌توانیم از آن برای قرار دادن مقادیری برای استفاده در کلاس‌هایی که توسط متا کلاس ایجاد می‌گردند قرار دهیم. برای درک بهتر کاربرد این متد، به نمونه کد زیر توجه نمایید:
 
 .. code-block:: python
     :linenos: 
diff --git a/source/lessons/l21.rst b/source/lessons/l21.rst
index 4c45e5c..0603051 100644
--- a/source/lessons/l21.rst
+++ b/source/lessons/l21.rst
@@ -271,7 +271,7 @@ __slots__
     TypeError: multiple bases have instance lay-out conflict
 
 
-بهتر است superclassها حاوی یک ``__slots__`` خالی (شی تاپل خالی) باشند و هر subclass خود محتوای ``__slots__`` خود را تعریف نماید:
+بهتر است superclassها حاوی یک ``__slots__`` خالی (شی توپِل خالی) باشند و هر subclass خود محتوای ``__slots__`` خود را تعریف نماید:
 
 .. code-block:: python
     :linenos: 
diff --git a/source/lessons/l22.rst b/source/lessons/l22.rst
index 7ddaf51..72c05cd 100644
--- a/source/lessons/l22.rst
+++ b/source/lessons/l22.rst
@@ -681,7 +681,7 @@ Type Hinting
 تابع ``field`` و ``fields``
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
-تابع ``fields`` از ماژول ``dataclasses`` یک شی از دیتا کلاس یا خود دیتا کلاس را از ورودی دریافت و یک تاپل حاوی تمام فیلد‌های آن بر می‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/dataclasses.html#dataclasses.fields>`__]:
+تابع ``fields`` از ماژول ``dataclasses`` یک شی از دیتا کلاس یا خود دیتا کلاس را از ورودی دریافت و یک توپِل حاوی تمام فیلد‌های آن بر می‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/dataclasses.html#dataclasses.fields>`__]:
 
 .. code-block:: python
     :linenos:
diff --git a/source/lessons/l23.rst b/source/lessons/l23.rst
index 9bcd03c..c0a7ba5 100644
--- a/source/lessons/l23.rst
+++ b/source/lessons/l23.rst
@@ -284,7 +284,7 @@
     ZeroDivisionError: (0+8)/0
 
 
-چنانچه مکانیزم مدیریت خطای شما برای چندین نوع Exception مشخص یکسان است می‌توانید آن دستورهای ``except`` را با یکدیگر ترکیب کرد و تنها از یک دستور ``except`` استفاده نمایید. برای این منظور تنها کافی است نام تمام Exceptionهای مورد نظر خود را در قالب یک شی تاپل به دستور ``except`` بسپرید:
+چنانچه مکانیزم مدیریت خطای شما برای چندین نوع Exception مشخص یکسان است می‌توانید آن دستورهای ``except`` را با یکدیگر ترکیب کرد و تنها از یک دستور ``except`` استفاده نمایید. برای این منظور تنها کافی است نام تمام Exceptionهای مورد نظر خود را در قالب یک شی توپِل به دستور ``except`` بسپرید:
 
 .. code-block:: python
     :linenos:
diff --git a/source/log.rst b/source/log.rst
index 150de57..629af2d 100644
--- a/source/log.rst
+++ b/source/log.rst
@@ -12,11 +12,22 @@
 =============
 
 
+.. raw:: html
+
+    <p class="rubric" id="00131" ><a class="reference external" href="#00131">00131</a> - پنج‌شنبه ۳۱ فروردین ۱۴۰۲</p>
+
+* درس هشتم ویرایش و بروزرسانی گردید.
+* جهت کاهش محتوا و آسانی در مطالعه، درس هشتم در قالب دو صفحه مجزا ارایه گردید.
+* شرح شی None از درس هشتم به درس ششم منتقل گردید.
+
+
+----
+
 .. raw:: html
 
     <p class="rubric" id="00130" ><a class="reference external" href="#00130">00130</a> - جمعه ۲۵ فروردین ۱۴۰۲</p>
 
-* درس هفتم مورد ویرایش قرار گرفت و بروزرسانی گردید.
+* درس هفتم ویرایش و بروزرسانی گردید.
 * جهت کاهش محتوا و آسانی در مطالعه، درس هفتم در قالب دو صفحه مجزا ارایه گردید.
 
 

From 223824302c990b60f643e2b116296faa11339a2c Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Sat, 22 Apr 2023 12:30:30 +0330
Subject: [PATCH 38/79] Create .readthedocs.yaml

---
 .readthedocs.yaml | 20 ++++++++++++++++++++
 1 file changed, 20 insertions(+)
 create mode 100644 .readthedocs.yaml

diff --git a/.readthedocs.yaml b/.readthedocs.yaml
new file mode 100644
index 0000000..1a41226
--- /dev/null
+++ b/.readthedocs.yaml
@@ -0,0 +1,20 @@
+# .readthedocs.yaml
+# Read the Docs configuration file
+# See https://docs.readthedocs.io/en/stable/config-file/v2.html for details
+
+version: 2
+
+build:
+  os: ubuntu-22.04
+  tools:
+    python: "3.11"
+
+python:
+   install:
+   - requirements: requirements.txt
+   - method: pip
+
+sphinx:
+   builder: html
+   configuration: source/conf.py
+   fail_on_warning: true

From 4e4a0c31497522c7844c44c96662ce1eae9ae96d Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Sat, 22 Apr 2023 12:47:41 +0330
Subject: [PATCH 39/79] Update .readthedocs.yaml

---
 .readthedocs.yaml | 11 +++++------
 1 file changed, 5 insertions(+), 6 deletions(-)

diff --git a/.readthedocs.yaml b/.readthedocs.yaml
index 1a41226..c39b742 100644
--- a/.readthedocs.yaml
+++ b/.readthedocs.yaml
@@ -10,11 +10,10 @@ build:
     python: "3.11"
 
 python:
-   install:
-   - requirements: requirements.txt
-   - method: pip
+  install:
+  - requirements: requirements.txt
 
 sphinx:
-   builder: html
-   configuration: source/conf.py
-   fail_on_warning: true
+  builder: html
+  configuration: source/conf.py
+  fail_on_warning: true

From bdb09976aae79b07f78392905996d27d00063018 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Sat, 22 Apr 2023 18:46:25 +0330
Subject: [PATCH 40/79] improved l07.2

---
 source/_static/sitemap-index.xml              |  2 +-
 source/index.rst                              |  4 +-
 source/lessons/l06-python-syntax.rst          |  8 ++-
 ...rst => l07-string-and-bytes-in-python.rst} | 65 ++++++++++---------
 source/lessons/l08-set-and-dict-in-python.rst | 21 +++++-
 source/log.rst                                | 10 +++
 6 files changed, 75 insertions(+), 35 deletions(-)
 rename source/lessons/{l07-string-in-python.rst => l07-string-and-bytes-in-python.rst} (95%)

diff --git a/source/_static/sitemap-index.xml b/source/_static/sitemap-index.xml
index ce5a31e..e937572 100644
--- a/source/_static/sitemap-index.xml
+++ b/source/_static/sitemap-index.xml
@@ -85,7 +85,7 @@
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.ir/lessons/l07-string-in-python.html</loc>
+  <loc>https://python.coderz.ir/lessons/l07-string-and-bytes-in-python.html</loc>
   <lastmod>2023-03-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
diff --git a/source/index.rst b/source/index.rst
index 94beadf..9af4ecc 100644
--- a/source/index.rst
+++ b/source/index.rst
@@ -35,7 +35,7 @@
    lessons/l05-object-oriented-programming
    lessons/l06-python-syntax
    lessons/l07-numeric-types-in-python
-   lessons/l07-string-in-python
+   lessons/l07-string-and-bytes-in-python
    lessons/l08-list-and-tuple-in-python
    lessons/l08-set-and-dict-in-python
    lessons/l09
@@ -69,7 +69,7 @@
     :scale: 60 %
     :alt: بروز شده با نسخه 3.11
 
-**شروع:**  فروردین ۱۳۹۴ **و**  **آخرین بروزرسانی:** فروردین ۱۴۰۲ [`گزارش توسعه <log.html>`__] - **در حال بروزرسانی با نسخه ۳.۱۱ پایتون**
+**شروع:**  فروردین ۱۳۹۴ **و**  **آخرین بروزرسانی:** اردیبهشت ۱۴۰۲ [`گزارش توسعه <log.html>`__] - **در حال بروزرسانی با نسخه ۳.۱۱ پایتون**
 
 
 
diff --git a/source/lessons/l06-python-syntax.rst b/source/lessons/l06-python-syntax.rst
index 50e8ba6..e5e9d48 100644
--- a/source/lessons/l06-python-syntax.rst
+++ b/source/lessons/l06-python-syntax.rst
@@ -18,7 +18,7 @@
 
     Photo by `Tim J <https://unsplash.com/photos/gM6k0JmHIBE>`__
   
-در این درس به معرفی اجزای پایه در زبان برنامه‌نویسی پایتون پرداخته شده و اینکه چه هستند، چه گرامری دارند، چه کاری انجام می‌دهند یا... مورد بررسی قرار گرفته است. همچنین در موارد بسیاری نکته‌هایی از شیوه استاندارد پایتون‌نویسی که توسط سند `PEP 8 <http://www.python.org/dev/peps/pep-0008>`__ به برنامه‌نویسان پایتون پیشنهاد می‌شود نیز آورده شده است؛ رعایت این اصول به یکدستی کدهای جامعه پایتون کمک می‌کند.
+در این درس به معرفی اجزای پایه در زبان برنامه‌نویسی پایتون پرداخته شده و اینکه چه هستند، چه گرامری دارند، چه کاری انجام می‌دهند یا... مورد بررسی قرار گرفته است. همچنین در موارد بسیاری نکته‌هایی از شیوه استاندارد پایتون‌نویسی که توسط سند `PEP 8 <http://www.python.org/dev/peps/pep-0008>`__ به برنامه‌نویسان پایتون پیشنهاد می‌شود نیز آورده شده است؛ رعایت این اصول به یکدستی کدهای جامعه پایتون کمک می‌کند. [#f1]_
 
 سینتکس (`Syntax <http://en.wikipedia.org/wiki/Syntax_(programming_languages)>`_) مجموعه‌ای از قواعد است که چگونگی برنامه‌نویسی به یک زبان مشخص را تعریف می‌کند؛ برای نمونه اینکه یک متن چطور نوشته شود که توسط مفسر پایتون به عنوان توضیح در نظر گرفته شود یا یک شی رشته، به رعایت سینتکس تعریف شده در پایتون بستگی دارد و چنانچه مفسر نتواند متن را با هیچ قاعده‌ تعریف شده‌ای مطابقت دهد یک استثنا گزارش خواهد شد. سینتکس پایتون تنها محدود به این درس نیست و موارد بسیار دیگری به مانند چگونگی تعریف اشیا گوناگون را در طی درس‌های آتی مشاهده خواهید کرد.
 
@@ -945,6 +945,12 @@ NoneType
     True
 
 
+.. _lesson-06-footer: 
+
+پی‌نوشت
+--------
+
+.. [#f1] پروژه‌ای متن‌باز به منظور ترجمه PEP8 به فارسی نیز راه‌اندازی شده است. برای مطالعه می‌توانید به نشانی [`شیوه‌نامه نگارش پایتون (PEP 8 فارسی) <https://pep8.ir>`_] مراجعه نمایید.
 
 
 |
diff --git a/source/lessons/l07-string-in-python.rst b/source/lessons/l07-string-and-bytes-in-python.rst
similarity index 95%
rename from source/lessons/l07-string-in-python.rst
rename to source/lessons/l07-string-and-bytes-in-python.rst
index fd223e6..56c640a 100644
--- a/source/lessons/l07-string-in-python.rst
+++ b/source/lessons/l07-string-and-bytes-in-python.rst
@@ -1,13 +1,13 @@
 .. role:: emoji-size
 
 .. meta::
-  :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس هفتم: انواع داده در پایتون، رشته
+  :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس هفتم: انواع داده در پایتون، str و bytes
   :keywords: آموزش نوع داده رشته یا string در پایتون (str)، آموزش پایتون, آموزش برنامه نویسی, پایتون, انواع شی, انواع داده, انواع شی در پایتون, انواع داده در پایتون, رشته‌ها در پایتون, قالب بندی رشته, توابع رشته در پایتون
 
 
 .. _lesson-07.2: 
 
-درس ۰۷: انواع داده در پایتون: رشته
+درس ۰۷: انواع داده در پایتون: str و bytes
 ===========================================================
 
 .. figure:: /_static/pages/07-python-built-in-data-types-1.jpg
@@ -20,7 +20,7 @@
 
 پایتون هر «نوع داده» (Data Type) را توسط یک کلاس ارایه می‌دهد؛ بنابراین هر داده یک نمونه یا یک شی از کلاسی مشخص است. هر چند برنامه‌نویس نیز می‌تواند با تعریف کلاس، نوع دلخواه خود را داشته باشد ولی در این درس می‌خواهیم درباره آن بخشی از انواع داده یا انواع شی‌ای که به شکل آماده (Built-in) در اختیار مفسر زبان پایتون قرار داده شده است صحبت کنیم. 
 
-در ادامه شرح «انواع عددی» در پایتون، این بخش به بررسی نوع «رشته» (String) در پایتون خواهد پرداخت. 
+در ادامه شرح «انواع عددی» در پایتون، این بخش به بررسی کامل نوع داده «رشته» (String) و همچنین نوع داده باینری (Binary) در پایتون خواهد پرداخت. 
 
 با اینکه تلاش شده است جزییات کامل باشند ولی در برخی بخش‌ها مطالعه اسناد رسمی پایتون می‌تواند اطلاعات کامل‌تری را در اختیار شما قرار دهد. در مواقع بسیاری از تابع‌های آماده پایتون استفاده خواهد شد که ممکن است جزییاتی بیشتر از آنچه در این درس بیان می‌شود را داشته باشند؛ به همین دلیل لینک تعریف آن‌ها در اسناد پایتون نیز ارایه گشته است. نکته مهم در مطالعه این درس بررسی نمونه کدهاست که گاهی درک توضیحی که داده شده است بدون دقت در این نمونه کدها ناممکن خواهد بود.
 
@@ -37,8 +37,8 @@
 
 .. _python-string: 
 
-نوع رشته
------------
+نوع رشته (str)
+---------------
 
 
 نوع «رشته» (String) در پایتون با قرار گرفتن دنباله‌ای از کاراکترها درون یک جفت نماد نقل قول (Quotation) تکی ``' '`` یا دو تایی ``" "`` ایجاد می‌شود؛ به مانند ``"Python Strings"`` یا ``'Python Strings'`` که تفاوتی با یکدیگر  از نظر نوع ندارند::
@@ -117,7 +117,7 @@
 .. _python-string-sequence: 
 
 رشته به عنوان دنباله‌ (Sequence)
-----------------------------------
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~``
 
 برخی از انواع شی پایتون به مانند رشته، توپِل (tuple)، لیست (list) و... با عنوان **دنباله** (Sequence) نیز شناخته می‌شوند. دنباله ویژگی‌هایی دارد که در اینجا به کمک نوع رشته بررسی خواهیم کرد. رشته در واقع یک **دنباله** از کاراکترهاست در نتیجه می‌توان هر یک از اعضای این دنباله را با استفاده از اندیس (Index) موقعیت آن، دستیابی نمود؛ اندیس اعضا از سمت چپ با عدد صفر شروع و به سمت راست یک واحد یک واحد افزایش می‌یابد. به عنوان نمونه برای شی ``'Python Strings'`` می‌توانیم شمای اندیس‌گذاری را به صورت پایین در نظر بگیریم::
 
@@ -198,7 +198,7 @@
 .. _python-string-operators: 
 
 عملگرها برای رشته
-------------------------
+~~~~~~~~~~~~~~~~~~~~~~~~~~
 
 با رشته‌ها نیز می‌توان از عملگرهای ``+`` (برای پیوند رشته‌ها) و ``*`` (برای تکرار رشته‌ها) بهره برد:: 
 
@@ -250,7 +250,7 @@
 .. _python-escape-characters: 
 
 کاراکترهای Escape
----------------------
+~~~~~~~~~~~~~~~~~~~~~~~~~
 
 به صورت پیش‌فرض تعدادی کاراکتر خاص تعریف شده است که می‌توان آن‌ها را درون رشته‌ها بکار برد. تمام  این کاراکترها با یک ``\`` آغاز می‌شوند به همین دلیل گاهی نیز به نام Backslash Characters خوانده می‌شوند [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Escape_character>`__]. در واقع این کاراکترها امکانی برای درج برخی دیگر از کاراکترها هستند که نمی‌توان آن‌ها را به سادگی توسط صفحه‌کلید وارد کرد. برای نمونه یکی از کاراکترهای Escape رایج ``n\`` است که بیانگر کاراکتری با کد اسکی 10 (LF) به نام newline می‌باشد؛ ``n\`` در هر جایی از رشته (یا متن) که درج گردد در هنگام چاپ سطر جاری را پایان می‌دهد و ادامه رشته (یا متن) از سطر جدید آغاز می‌‌شود::
 
@@ -295,7 +295,7 @@
 .. _python-character-code: 
 
 تبدیل کد به کاراکتر و برعکس
-------------------------------
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
 می‌دانیم برای اینکه کامپیوتر بتواند کاراکتر‌ها را  درک کند نیاز به سیستم‌هایی است که آن‌ها را برای تبدیل به کدهای پایه دو کدگذاری کند؛ به مانند سیستم اَسکی (ASCII) یا سیستم‌های جامع‌تری مانند UTF-8 که تحت استاندارد یونیکد (Unicode) در دسترس است. گاهی نیاز است به این کدها دسترسی داشته باشیم و با کاراکترها بر اساس آن‌ها کار کنیم؛ برای این منظور در پایتون می‌توان از دو تابع ``()ord`` (تبدیل کد به کاراکتر) [`اسناد پایتون <http://docs.python.org/library/functions.html#ord>`__] و ``()chr`` (تبدیل کاراکتر به کد) [`اسناد پایتون <http://docs.python.org/library/functions.html#chr>`__] استفاده کرد. تابع ``()ord`` یک رشته تک کاراکتری را گرفته و یک عدد (در پایه ده) که بیانگر کد کاراکتر مورد نظر می‌باشد را برمی‌گرداند. تابع  ``()chr`` نیز کد کاراکتری (که می‌بایست عددی در پایه ده باشد) را گرفته و کاراکتر مربوط به آن را برمی‌گرداند::
 
@@ -322,7 +322,7 @@
 .. _python-convert-to-string: 
 
 تبدیل به نوع رشته
------------------------
+~~~~~~~~~~~~~~~~~~~~~
 
 برای تبدیل اشیایی از نوع دیگر به نوع رشته؛ کلاس ``()str`` [`اسناد پایتون <http://docs.python.org/library/functions.html#func-str>`__] و تابع ``()repr`` [`اسناد پایتون <http://docs.python.org/library/functions.html#repr>`__] وجود دارد. کلاس ``()str`` یک نمونه غیر رسمی (informal) از نوع شی رشته را برمی‌گرداند؛ غیر رسمی از این جهت که توسط آن جزییات شی رشته پنهان می‌شود. اما تابع ``()repr`` یک نمونه رسمی (official) از نوع رشته پایتون را برمی‌گرداند. کمی قبل‌تر راجب تفاوت خروجی ``print`` و حالت تعاملی صحبت کردیم؛  در واقع خروجی ``()str`` مناسب برای چاپ است و همانند ``print`` جزییات این نوع شی را ارایه نمی‌دهد در حالی که ``()repr`` به مانند حالت تعاملی یک ارايه (representation) کامل از شی رشته را برمی‌گرداند::
 
@@ -360,15 +360,20 @@
 .. _python-string-formatting: 
 
 قالب‌بندی رشته‌ (String Formatting)
-------------------------------------
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
 قالب‌بندی امکانی برای جایگزین کردن یک یا چند مقدار (به بیان بهتر: شی) - گاهی همراه با اعمال تغییر دلخواه - درون یک رشته است که به چند روش در پایتون پیاده‌سازی می‌گردد:
 
+* روش قدیمی و با استفاده از  الگوی ``(s..." % (values%..."``
+* فراخوانی متد ``()format`` - با الگو ``(format(values."...{}..."``
+* f-string
+
+
 
 .. _python-string-formatting-old: 
 
-با الگو ``(s..." % (values%..."``
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+قالب‌بندی به روش قدیم
+~~~~~~~~~~~~~~~~~~~~~~~~
 
   از دو بخش تشکیل شده است؛ بخش سمت چپ عملگر ``%``، رشته‌ای را مشخص می‌کند که شامل یک یا چند کد جایگذاری شی می‌باشد - کدهای جایگذاری همگی با یک کاراکتر ``%`` شروع می‌شوند؛ مانند: ``s%`` - و در سمت راست آن شی‌هایی برای جایگزین شدن در رشته، داخل پرانتز قرار دارد؛ این اشیا به ترتیب از سمت چپ درون رشته جایگذاری می‌گردند::
 
@@ -523,8 +528,8 @@
         
 .. _python-string-formatting-new: 
 
-فراخوانی متد ``()format`` - با الگو ``(format(values."...{}..."``
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+قالب‌بندی با متد format
+~~~~~~~~~~~~~~~~~~~~~~~
 
   در این قالب اشیا، آرگومان‌های یک متد مشخص هستند و با استفاده اندیس موقعیت‌ یا نام آن‌ها داخل ``{}`` در رشته جایگذاری می‌گردند::
 
@@ -659,8 +664,8 @@
 
 .. _python-fstring: 
 
-f-string
-~~~~~~~~~~
+قالب‌بندی به روش f-string
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
 از نسخه پایتون 3.6 یک امکان جدید و بسیار جالب در بحث قالب‌بندی رشته‌ها ارايه شده است که با عنوان ``f-string`` شناخته می‌شود [`PEP 498 <https://www.python.org/dev/peps/pep-0498//>`__].
 
@@ -761,7 +766,7 @@ f-string
 .. _python-string-methods: 
 
 برخی از متدهای کاربردی یک شی رشته
------------------------------------------------
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
 * ``()capitalize`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.capitalize>`__] - یک کپی از رشته که نخستین حرف آن به صورت بزرگ (Capital) نوشته شده است را برمی‌گرداند::
 
@@ -972,12 +977,14 @@ f-string
     >>> "3.4".isdigit()
     False
 
-.. _python-string-types: 
+.. _python-bytes: 
 
-انواع رشته
------------------
+نوع داده باینری (bytes)
+------------------------
 
-رشته در پایتون توسط سه نوع ارایه می‌گردد. ::
+نوع داده دیگری که در پایتون فراهم آمده است، ``bytes``  بوده که معرف یک دنباله از بایت‌ها می‌باشد. از این نوع داده برای تعریف تمامی داده‌های باینری در پایتون استفاده می‌شود. داده‌هایی مانند یک فایل تصویر یا داده‌هایی که بر روی لایه شبکه (Network) تبادل می‌شوند، همگی در پایتون با این نوع داده قابل پردازش هستند.
+
+ساده‌ترین راه برای ارایه مثال، تبدیل نوع متنی یا همان ``str`` پایتون به نوع ``bytes`` است::
 
     >>> a = "python"
     >>> type(a)
@@ -987,11 +994,6 @@ f-string
     >>> type(a)
     <class 'bytes'>
 
-
-*  رشته‌های معمولی (حاوی کاراکترهای اَسکی و یونیکد) که تا این لحظه با آن‌ها کار می‌کردیم همگی توسط نوع  ``str`` در پایتون معرفی شده‌اند. در واقع یک شی از کلاس ``str`` در پایتون هستند.
-* داده‌های باینری: ``bytes`` - تمامی داده‌ها قابل چاپ نیستند، همانند داده‌های یک تصویر یا صوت. گاهی لازم است داده‌ها در همان شکل باینری مورد پردازش قرار بگیرند. نوع ``bytes`` در پایتون یک قابلیت برای ذخیره این دست داده‌ها می‌باشد که هر چند محدودیتی در کاربرد ندارد.
-* نوع تغییر پذیر (Mutable) برای داده‌های باینری: ``bytearray`` - این نوع در واقع یک دنباله تغییر پذیر از نوع ``bytes`` است.
-
 در پایتون برای ایجاد نوع ``bytes`` می‌توان از حرف ``b`` در ابتدای رشته یا از کلاس ``()bytes`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#bytes>`__] استفاده کرد. در استفاده از کلاس، لازم است که سیستم کدگذاری آن را نیز مشخص نماییم و بهتر است داده‌های عددی را نیز به شکل یک شی لیست ارسال نماییم::
 
 
@@ -1026,8 +1028,6 @@ f-string
 
 همانند کلاس ``()bytes`` این بار برای ایجاد نوع ``bytearray`` از کلاس ``()bytearray`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#bytearray>`__] استفاده می‌شود::
 
-    >>> # Python 3.x
-
     >>> b = bytearray("python", "utf-8")
 
     >>> b
@@ -1046,6 +1046,13 @@ f-string
     'jython'
 
 
+بنابراین به صورت کلی در پایتون:
+
+
+*  رشته‌های معمولی (حاوی کاراکترهای اَسکی و یونیکد) که تا این لحظه با آن‌ها کار می‌کردیم همگی توسط نوع  ``str`` در پایتون معرفی شده‌اند. در واقع یک شی از کلاس ``str`` در پایتون هستند.
+* تمامی داده‌ها قابل چاپ نیستند، همانند داده‌های یک تصویر یا صوت. گاهی لازم است داده‌ها در همان شکل باینری مورد پردازش قرار بگیرند. نوع ``bytes`` در پایتون یک قابلیت برای معرفی این دست داده‌ها می‌باشد که هر چند محدودیتی در کاربرد ندارد.
+* نوع تغییرپذیر (Mutable) برای داده‌های باینری، ``bytearray`` است. این نوع در واقع یک دنباله تغییرپذیر از نوع ``bytes`` را تعریف می‌کند.
+
 
 |
 
diff --git a/source/lessons/l08-set-and-dict-in-python.rst b/source/lessons/l08-set-and-dict-in-python.rst
index 74b50d4..06870e8 100644
--- a/source/lessons/l08-set-and-dict-in-python.rst
+++ b/source/lessons/l08-set-and-dict-in-python.rst
@@ -719,6 +719,8 @@ frozenset
     ['__and__', '__class__', '__contains__', '__delattr__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__gt__', '__hash__', '__init__', '__iter__', '__le__', '__len__', '__lt__', '__ne__', '__new__', '__or__', '__rand__', '__reduce__', '__reduce_ex__', '__repr__', '__ror__', '__rsub__', '__rxor__', '__setattr__', '__sizeof__', '__str__', '__sub__', '__subclasshook__', '__xor__', 'copy', 'difference', 'intersection', 'isdisjoint', 'issubset', 'issuperset', 'symmetric_difference', 'union']
 
 
+.. _python-type-categories:
+
 دسته‌بندی
 -----------
 
@@ -737,6 +739,21 @@ frozenset
     - Fraction
     - bool
 
+* انواع متنی (Text Types):
+
+  .. code-block:: html
+    :linenos:
+    
+    - str
+
+* انواع باینری (Binary Types):
+
+  .. code-block:: html
+    :linenos:
+    
+    - bytes
+    - bytearray
+
 * انواع دنباله (Sequence Types):
 
   .. code-block:: html
@@ -748,7 +765,7 @@ frozenset
     - tuple
     - list
 
-* انواع تغییر ناپذیر (Immutable Types):
+* انواع تغییرناپذیر (Immutable Types):
 
   .. code-block:: html
     :linenos:
@@ -765,7 +782,7 @@ frozenset
     - frozenset
 
  
-* انواع تغییر پذیر (Mutable Types):
+* انواع تغییرپذیر (Mutable Types):
 
   .. code-block:: html
     :linenos:
diff --git a/source/log.rst b/source/log.rst
index 629af2d..9a5e7d5 100644
--- a/source/log.rst
+++ b/source/log.rst
@@ -12,6 +12,16 @@
 =============
 
 
+.. raw:: html
+
+    <p class="rubric" id="00132" ><a class="reference external" href="#00132">00132</a> - شنبه ۲ اردیبهشت ۱۴۰۲</p>
+
+* نام فایل «درس هفتم/بخش دوم» تغییر داده شد.
+* توضیحات نوع bytes در درس هفتم ویرایش و بهبود داده شد.
+* در درس ششم به پروژه pep8.ir یک ارجاع ایجاد گردید.
+
+----
+
 .. raw:: html
 
     <p class="rubric" id="00131" ><a class="reference external" href="#00131">00131</a> - پنج‌شنبه ۳۱ فروردین ۱۴۰۲</p>

From cce6de204f74ac034a1637906a10ac39efbe5543 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Sat, 22 Apr 2023 22:22:37 +0330
Subject: [PATCH 41/79] created support page

---
 .github/FUNDING.yml                           |   2 +-
 .../_static/cryptocurrency/saeiddrv-btc.jpg   | Bin 0 -> 43865 bytes
 .../_static/cryptocurrency/saeiddrv-doge.jpg  | Bin 0 -> 44263 bytes
 .../_static/cryptocurrency/saeiddrv-eth.jpg   | Bin 0 -> 46300 bytes
 .../_static/cryptocurrency/saeiddrv-ltc.jpg   | Bin 0 -> 45039 bytes
 .../sphinx_minoo_theme/includes/bottom.html   |   4 +-
 .../sphinx_minoo_theme/includes/header.html   |   2 +-
 .../sphinx_minoo_theme/includes/top.html      |   4 +-
 .../_templates/sphinx_minoo_theme/layout.html |   2 +-
 .../{minoo-20230401.js => minoo-20230422.js}  |   3 +
 source/{log.rst => changelog.rst}             |   8 ++
 source/index.rst                              |   5 +-
 .../{donate-report.rst => support-report.rst} |   5 +-
 source/support.rst                            | 102 ++++++++++++++++++
 14 files changed, 126 insertions(+), 11 deletions(-)
 create mode 100644 source/_static/cryptocurrency/saeiddrv-btc.jpg
 create mode 100644 source/_static/cryptocurrency/saeiddrv-doge.jpg
 create mode 100644 source/_static/cryptocurrency/saeiddrv-eth.jpg
 create mode 100644 source/_static/cryptocurrency/saeiddrv-ltc.jpg
 rename source/_templates/sphinx_minoo_theme/static/{minoo-20230401.js => minoo-20230422.js} (97%)
 rename source/{log.rst => changelog.rst} (98%)
 rename source/{donate-report.rst => support-report.rst} (98%)
 create mode 100644 source/support.rst

diff --git a/.github/FUNDING.yml b/.github/FUNDING.yml
index 0b044a9..a00aaa6 100644
--- a/.github/FUNDING.yml
+++ b/.github/FUNDING.yml
@@ -1 +1 @@
-custom: ['https://payping.ir/@saeiddrv']
\ No newline at end of file
+custom: ['https://python.coderz.ir/support.html']
\ No newline at end of file
diff --git a/source/_static/cryptocurrency/saeiddrv-btc.jpg b/source/_static/cryptocurrency/saeiddrv-btc.jpg
new file mode 100644
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diff --git a/source/_templates/sphinx_minoo_theme/includes/bottom.html b/source/_templates/sphinx_minoo_theme/includes/bottom.html
index 8a3760d..09f517a 100644
--- a/source/_templates/sphinx_minoo_theme/includes/bottom.html
+++ b/source/_templates/sphinx_minoo_theme/includes/bottom.html
@@ -24,13 +24,13 @@
 <div class="footer-donate" style="border: 3px solid #E8EAF6;">
 <p>این کتاب متن‌باز و آزاد است</p>
 <h3>از تلاش برای ایجاد و نگهداری این کتاب حمایت کنید!</h3>
-<a href="https://www.payping.ir/saeiddrv" target="_blank" class="donate-box">
+<a href="/support.html" class="donate-box">
 <i class="fa fa-gift" aria-hidden="true"></i> حمایت مالی
 </a>
 <br>
 <hr style="border: 1px solid #E8EAF6;margin-right: -32px;margin-left: -32px;">
 <!-- AddToAny BEGIN -->
-<div class="a2a_kit a2a_kit_size_32 a2a_default_style" data-a2a-url="https://python.coderz.ir" data-a2a-title="کتاب آزاد آموزش پایتون">
+<div class="a2a_kit a2a_kit_size_32 a2a_default_style" data-a2a-url="https://python.coderz.ir" data-a2a-title="کتاب پایتون به پارسی">
 <a class="a2a_dd" href="https://www.addtoany.com/share"></a>
 <a class="a2a_button_facebook"></a>
 <a class="a2a_button_twitter"></a>
diff --git a/source/_templates/sphinx_minoo_theme/includes/header.html b/source/_templates/sphinx_minoo_theme/includes/header.html
index 1749d06..ff6dd47 100644
--- a/source/_templates/sphinx_minoo_theme/includes/header.html
+++ b/source/_templates/sphinx_minoo_theme/includes/header.html
@@ -96,7 +96,7 @@
   gtag('config', 'G-25G1Z7B4EZ');
 </script>
 
-<script type="text/javascript" src="{{ pathto('_static/minoo-20230401.js', 1) }}"></script>
+<script type="text/javascript" src="{{ pathto('_static/minoo-20230422.js', 1) }}"></script>
 <script type="text/javascript" src="{{ pathto('_static/modernizr.min.js', 1) }}"></script>
 
  <script async defer src="https://buttons.github.io/buttons.js"></script>
diff --git a/source/_templates/sphinx_minoo_theme/includes/top.html b/source/_templates/sphinx_minoo_theme/includes/top.html
index a3f88c7..c597c4b 100644
--- a/source/_templates/sphinx_minoo_theme/includes/top.html
+++ b/source/_templates/sphinx_minoo_theme/includes/top.html
@@ -27,14 +27,14 @@
 <div id="body-donate">
 
 	<div class="top-links top-red">
-		<a href="/donate-report.html" target="_blank">
+		<a href="/support-report.html" target="_blank">
 		 گزارش حمایت
 		</a>
 	</div>
 
 
 	<div class="top-links top-green">
-		<a href="https://www.payping.ir/saeiddrv" target="_blank">
+		<a href="/support.html" target="_blank">
 		<i class="fa fa-gift" aria-hidden="true"></i> حمایت مالی
 		</a>
 	</div>
diff --git a/source/_templates/sphinx_minoo_theme/layout.html b/source/_templates/sphinx_minoo_theme/layout.html
index 090dfd5..1aac523 100644
--- a/source/_templates/sphinx_minoo_theme/layout.html
+++ b/source/_templates/sphinx_minoo_theme/layout.html
@@ -47,7 +47,7 @@
                         </div>
                 </div>
             </div>
-<a href="https://www.payping.ir/saeiddrv" target="_blank" class="donate-box donate-badge side-donate">
+<a href="/support.html" target="_blank" class="donate-box donate-badge side-donate">
 <i class="fa fa-gift" aria-hidden="true"></i> حمایت مالی
 </a>
             <span class="back-to-top">
diff --git a/source/_templates/sphinx_minoo_theme/static/minoo-20230401.js b/source/_templates/sphinx_minoo_theme/static/minoo-20230422.js
similarity index 97%
rename from source/_templates/sphinx_minoo_theme/static/minoo-20230401.js
rename to source/_templates/sphinx_minoo_theme/static/minoo-20230422.js
index eadb36e..6729c24 100644
--- a/source/_templates/sphinx_minoo_theme/static/minoo-20230401.js
+++ b/source/_templates/sphinx_minoo_theme/static/minoo-20230422.js
@@ -132,6 +132,9 @@ $( document ).ready(function() {
         if ($(this).text().indexOf("گزارش حمایت‌های مالی")>=0) {
            $(this).parent().addClass('make-red');
         }
+        if ($(this).text().indexOf("حمایت مالی")>=0) {
+           $(this).parent().addClass('make-red');
+        }
         if ($(this).text().indexOf("بهترین منابع آموزش پایتون") >= 0) {
            $(this).parent().addClass('make-green');
         }
diff --git a/source/log.rst b/source/changelog.rst
similarity index 98%
rename from source/log.rst
rename to source/changelog.rst
index 9a5e7d5..de78d47 100644
--- a/source/log.rst
+++ b/source/changelog.rst
@@ -12,6 +12,14 @@
 =============
 
 
+.. raw:: html
+
+    <p class="rubric" id="00133" ><a class="reference external" href="#00133">00133</a> - شنبه ۲ اردیبهشت ۱۴۰۲</p>
+
+* صفحه «حمایت مالی» ایجاد گردید. [`Issue #63 <https://github.com/saeiddrv/PythonPersianTutorial/issues/63>`__]
+
+----
+
 .. raw:: html
 
     <p class="rubric" id="00132" ><a class="reference external" href="#00132">00132</a> - شنبه ۲ اردیبهشت ۱۴۰۲</p>
diff --git a/source/index.rst b/source/index.rst
index 9af4ecc..ec400e7 100644
--- a/source/index.rst
+++ b/source/index.rst
@@ -55,8 +55,9 @@
    lessons/l23
    lessons/l24
    lessons/l25
-   log
-   donate-report
+   changelog
+   support
+   support-report
    python-interactive
    python-resources
    
diff --git a/source/donate-report.rst b/source/support-report.rst
similarity index 98%
rename from source/donate-report.rst
rename to source/support-report.rst
index c122055..39a104b 100644
--- a/source/donate-report.rst
+++ b/source/support-report.rst
@@ -2,9 +2,10 @@
 
 
 .. meta::
-   :description: کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون به فارسی - صفحه گزارش هدایای پرداخت شده
-   :keywords: پایتون, آموزش, آموزش برنامه نویسی, آموزش پایتون, برنامه نویسی, کتاب آموزش, آموزش فارسی, کتاب آزاد
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - گزارش حمایت‌های مالی
+   :keywords: پایتون, آموزش, آموزش برنامه نویسی, آموزش پایتون, برنامه نویسی, کتاب آموزش, آموزش فارسی, کتاب آزاد, پایتون نسخه 
 
+.. _support-report: 
 
 گزارش حمایت‌های مالی
 =========================
diff --git a/source/support.rst b/source/support.rst
new file mode 100644
index 0000000..815d2bc
--- /dev/null
+++ b/source/support.rst
@@ -0,0 +1,102 @@
+.. role:: emoji-size
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - حمایت مالی
+   :keywords: پایتون, آموزش, آموزش برنامه نویسی, آموزش پایتون, برنامه نویسی, کتاب آموزش, آموزش فارسی, کتاب آزاد, پایتون نسخه 
+
+
+.. _support: 
+
+حمایت مالی
+====================
+
+
+.. contents:: میان‌بر
+    :depth: 3
+
+-----
+
+ممنون که در این صفحه هستید :)
+
+در این صفحه راه‌های حمایت مالی از  توسعه و نگهداری این کتاب قرار داده شده است. در آینده سعی خواهد شد روش‌ها بیشتر و جامع‌تر شوند.
+
+هیچ محدودیت مبلغی وجود ندارد :) لطفا پس از پرداخت از طریق ایمیل [python@coderz.ir] من را نیز آگاه سازید! به این پیام برای درج در گزارش‌ها نیاز است. ممنون.
+
+
+.. _support-c2c: 
+
+کارت به کارت
+--------------------
+
+در این روش کمی کارمزد نیز از شما کسر خواهد شد.
+
+* شماره کارت: ``0354-5901-8610-6219`` (``6219861059010354``)
+* به نام: سعید درویش قزوینی
+* نزد بانک: سامان
+* شماره شبا: ``IR-08-0560-9201-8880-2362-1720-01`` (``IR080560920188802362172001``)
+
+.. _support-cryptocurrency: 
+
+رمزارز
+---------
+اگر با رمزارزها آشنایی دارید:
+
+
+.. _support-btc: 
+
+بیت کوین (BTC)
+~~~~~~~~~~~~~~~~~~~
+
+.. image:: /_static/cryptocurrency/saeiddrv-btc.jpg
+    :align: center
+    :width: 256
+
+* ``bc1q8sdd2zarj4swalx2f895y2v3exk53rh7t8jzve``
+
+
+.. _support-eth: 
+
+اتریوم (ETH)
+~~~~~~~~~~~~~~~~~~~
+
+.. image:: /_static/cryptocurrency/saeiddrv-eth.jpg
+    :align: center
+    :width: 256
+
+* ``0x7218D1c2c9614e5f3c9959c1b9D2f36592aAa4c7``
+
+
+.. _support-ltc: 
+
+لایت کوین (LTC)
+~~~~~~~~~~~~~~~~~~~
+
+.. image:: /_static/cryptocurrency/saeiddrv-ltc.jpg
+    :align: center
+    :width: 256
+
+* ``ltc1qsw63lq9a6c9r8ukufrk6rkg4lge5tn528k2qwd``
+
+
+.. _support-doge: 
+
+دوج (DOGE)
+~~~~~~~~~~~~~~~~~~~
+
+.. image:: /_static/cryptocurrency/saeiddrv-doge.jpg
+    :align: center
+    :width: 256
+
+* ``DNWR6VJMXV7HwMyj28WVHTMJSCKEr6mKvz``
+
+
+.. _support-non: 
+
+غیرنقدی
+--------------------
+
+* اشتراک‌گذاری و معرفی کتاب
+* استار زدن به پروژه روی گیت‌هاب :) [`Python in Persian <https://github.com/saeiddrv/PythonPersianTutorial>`__]
+* مطالعه کتاب
+
+

From 566750311eead0dddcc6a556b8b98ff7027bbe79 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Sat, 22 Apr 2023 22:47:07 +0330
Subject: [PATCH 42/79] updated sitemap

---
 source/_static/sitemap-index.xml | 13 +++++++++----
 1 file changed, 9 insertions(+), 4 deletions(-)

diff --git a/source/_static/sitemap-index.xml b/source/_static/sitemap-index.xml
index e937572..ab08134 100644
--- a/source/_static/sitemap-index.xml
+++ b/source/_static/sitemap-index.xml
@@ -190,13 +190,18 @@
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.ir/log.html</loc>
-  <lastmod>2021-03-17T17:10:19+00:00</lastmod>
+  <loc>https://python.coderz.ir/changelog.html</loc>
+  <lastmod>2023-03-17T17:10:19+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.ir/donate-report.html</loc>
-  <lastmod>2021-03-17T17:10:25+00:00</lastmod>
+  <loc>https://python.coderz.ir/support.html</loc>
+  <lastmod>2023-03-17T17:10:25+00:00</lastmod>
+  <priority>0.80</priority>
+</url>
+<url>
+  <loc>https://python.coderz.ir/support-report.html</loc>
+  <lastmod>2023-03-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>

From 5e14ae1d6f7b7206d35ea7f1ca0437dc616509c2 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Sat, 22 Apr 2023 23:09:41 +0330
Subject: [PATCH 43/79] edited support page

---
 source/_static/pages/00-support.jpg           | Bin 0 -> 135657 bytes
 .../pages/07-python-built-in-data-types-0.jpg | Bin 214964 -> 142073 bytes
 .../pages/08-python-built-in-data-types-3.jpg | Bin 130374 -> 119803 bytes
 source/_static/pages/12-python-function.jpg   | Bin 164580 -> 156350 bytes
 source/support.rst                            |  19 +++++++++++++-----
 5 files changed, 14 insertions(+), 5 deletions(-)
 create mode 100644 source/_static/pages/00-support.jpg

diff --git a/source/_static/pages/00-support.jpg b/source/_static/pages/00-support.jpg
new file mode 100644
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diff --git a/source/support.rst b/source/support.rst
index 815d2bc..1ea7007 100644
--- a/source/support.rst
+++ b/source/support.rst
@@ -10,19 +10,28 @@
 حمایت مالی
 ====================
 
+.. figure:: /_static/pages/00-support.jpg
+    :align: center
+    :alt: کتاب پایتون به پارسی - حمایت مالی
+    :class: page-image
 
-.. contents:: میان‌بر
-    :depth: 3
-
------
+    Photo by `Neil Thomas <https://unsplash.com/photos/SIU1Glk6v5k>`__
 
 ممنون که در این صفحه هستید :)
 
-در این صفحه راه‌های حمایت مالی از  توسعه و نگهداری این کتاب قرار داده شده است. در آینده سعی خواهد شد روش‌ها بیشتر و جامع‌تر شوند.
+در این صفحه راه‌های حمایت مالی از  توسعه و نگهداری این کتاب قرار داده شده است. حتما به مرور سعی خواهد شد که روش‌ها بیشتر و جامع‌تر شوند.
 
 هیچ محدودیت مبلغی وجود ندارد :) لطفا پس از پرداخت از طریق ایمیل [python@coderz.ir] من را نیز آگاه سازید! به این پیام برای درج در گزارش‌ها نیاز است. ممنون.
 
 
+-----
+
+.. contents:: میان‌بر
+    :depth: 2
+
+-----
+
+
 .. _support-c2c: 
 
 کارت به کارت

From 375fbae2e612f007bd71219c65af5f48481cf49a Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Sat, 22 Apr 2023 23:16:50 +0330
Subject: [PATCH 44/79] edited support page

---
 source/support.rst | 16 ++++++++++++----
 1 file changed, 12 insertions(+), 4 deletions(-)

diff --git a/source/support.rst b/source/support.rst
index 1ea7007..475eb5f 100644
--- a/source/support.rst
+++ b/source/support.rst
@@ -60,7 +60,9 @@
     :align: center
     :width: 256
 
-* ``bc1q8sdd2zarj4swalx2f895y2v3exk53rh7t8jzve``
+::
+
+    bc1q8sdd2zarj4swalx2f895y2v3exk53rh7t8jzve
 
 
 .. _support-eth: 
@@ -72,7 +74,9 @@
     :align: center
     :width: 256
 
-* ``0x7218D1c2c9614e5f3c9959c1b9D2f36592aAa4c7``
+:: 
+
+    0x7218D1c2c9614e5f3c9959c1b9D2f36592aAa4c7
 
 
 .. _support-ltc: 
@@ -84,7 +88,9 @@
     :align: center
     :width: 256
 
-* ``ltc1qsw63lq9a6c9r8ukufrk6rkg4lge5tn528k2qwd``
+::
+
+    ltc1qsw63lq9a6c9r8ukufrk6rkg4lge5tn528k2qwd
 
 
 .. _support-doge: 
@@ -96,7 +102,9 @@
     :align: center
     :width: 256
 
-* ``DNWR6VJMXV7HwMyj28WVHTMJSCKEr6mKvz``
+:: 
+
+    DNWR6VJMXV7HwMyj28WVHTMJSCKEr6mKvz
 
 
 .. _support-non: 

From 4078c6b3631b398f8c31f0f0e29f2d35aaa92863 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Sat, 22 Apr 2023 23:31:39 +0330
Subject: [PATCH 45/79] edited index page

---
 source/index.rst | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/source/index.rst b/source/index.rst
index ec400e7..064985a 100644
--- a/source/index.rst
+++ b/source/index.rst
@@ -23,6 +23,8 @@
 
 این کتاب تلاشی است برای آموزش زبان برنامه‌نویسی پایتون (Python) بر پایه‌ پیاده‌سازی استاندارد آن (CPython)، به زبانی ساده و روان که بتواند برای افرادی که تاکنون پیشینه برنامه‌نویسی نداشته‌اند نیز کاربردی و مفید باشد. مطالعه این کتاب نیازی به پیش‌زمینه برنامه‌نویسی ندارد و تنها پیش‌نیاز آن علاقه خوانندگان به فن برنامه‌نویسی است. 
 
+گستره آموزشی کتاب: از پایه تا متوسط
+
 
 .. toctree::
    :maxdepth: 6
@@ -70,7 +72,7 @@
     :scale: 60 %
     :alt: بروز شده با نسخه 3.11
 
-**شروع:**  فروردین ۱۳۹۴ **و**  **آخرین بروزرسانی:** اردیبهشت ۱۴۰۲ [`گزارش توسعه <log.html>`__] - **در حال بروزرسانی با نسخه ۳.۱۱ پایتون**
+**شروع:**  فروردین ۱۳۹۴ **و**  **آخرین بروزرسانی:** اردیبهشت ۱۴۰۲ [`گزارش توسعه <changelog.html>`__] - **در حال بروزرسانی با نسخه ۳.۱۱ پایتون**
 
 
 

From fc1aa8f1c7e4b8618bc0781637736972388aa70e Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Sun, 23 Apr 2023 09:45:06 +0330
Subject: [PATCH 46/79] fixed sitemap

---
 source/_static/sitemap-index.xml | 40 --------------------------------
 1 file changed, 40 deletions(-)

diff --git a/source/_static/sitemap-index.xml b/source/_static/sitemap-index.xml
index ab08134..a227ea7 100644
--- a/source/_static/sitemap-index.xml
+++ b/source/_static/sitemap-index.xml
@@ -14,11 +14,6 @@
   <lastmod>2021-03-17T17:10:24+00:00</lastmod>
   <priority>0.80</priority>
 </url>
-<url>
-  <loc>https://python.coderz.ir/lessons/l01.html</loc>
-  <lastmod>2021-03-17T17:10:25+00:00</lastmod>
-  <priority>0.80</priority>
-</url>
 <url>
   <loc>https://python.coderz.ir/lessons/l01-introduction-to-python.html</loc>
   <lastmod>2023-03-17T17:10:25+00:00</lastmod>
@@ -29,56 +24,26 @@
   <lastmod>2023-03-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
-<url>
-  <loc>https://python.coderz.ir/lessons/l02.html</loc>
-  <lastmod>2021-03-17T17:10:25+00:00</lastmod>
-  <priority>0.80</priority>
-</url>
 <url>
   <loc>https://python.coderz.ir/lessons/l03-create-and-run-a-python-project.html</loc>
   <lastmod>2023-03-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
-<url>
-  <loc>https://python.coderz.ir/lessons/l03.html</loc>
-  <lastmod>2021-03-17T17:10:25+00:00</lastmod>
-  <priority>0.80</priority>
-</url>
 <url>
   <loc>https://python.coderz.ir/lessons/l04-python-interactive-mode.html</loc>
   <lastmod>2023-03-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
-<url>
-  <loc>https://python.coderz.ir/lessons/l04.html</loc>
-  <lastmod>2021-03-17T17:10:25+00:00</lastmod>
-  <priority>0.80</priority>
-</url>
 <url>
   <loc>https://python.coderz.ir/lessons/l05-object-oriented-programming.html</loc>
   <lastmod>2023-03-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
-<url>
-  <loc>https://python.coderz.ir/lessons/l05.html</loc>
-  <lastmod>2021-03-17T17:10:25+00:00</lastmod>
-  <priority>0.80</priority>
-</url>
 <url>
   <loc>https://python.coderz.ir/lessons/l06-python-syntax.html</loc>
   <lastmod>2023-03-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
-<url>
-  <loc>https://python.coderz.ir/lessons/l06.html</loc>
-  <lastmod>2021-03-17T17:10:25+00:00</lastmod>
-  <priority>0.80</priority>
-</url>
-<url>
-  <loc>https://python.coderz.ir/lessons/l07.html</loc>
-  <lastmod>2021-03-17T17:10:25+00:00</lastmod>
-  <priority>0.80</priority>
-</url>
 <url>
   <loc>https://python.coderz.ir/lessons/l07-numeric-types-in-python.html</loc>
   <lastmod>2023-03-17T17:10:25+00:00</lastmod>
@@ -89,11 +54,6 @@
   <lastmod>2023-03-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
-<url>
-  <loc>https://python.coderz.ir/lessons/l08.html</loc>
-  <lastmod>2021-03-17T17:10:25+00:00</lastmod>
-  <priority>0.80</priority>
-</url>
 <url>
   <loc>https://python.coderz.ir/lessons/l08-list-and-tuple-in-python.html</loc>
   <lastmod>2023-03-17T17:10:25+00:00</lastmod>

From f947d623cda8feeff5f7f2d56b16aa753be0ba0d Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Sun, 23 Apr 2023 14:08:01 +0330
Subject: [PATCH 47/79] add match/case section to l09

---
 source/index.rst                              |   2 +-
 ...l09.rst => l09-control-flow-in-python.rst} | 172 ++++++++++++------
 2 files changed, 117 insertions(+), 57 deletions(-)
 rename source/lessons/{l09.rst => l09-control-flow-in-python.rst} (85%)

diff --git a/source/index.rst b/source/index.rst
index 064985a..3788e13 100644
--- a/source/index.rst
+++ b/source/index.rst
@@ -40,7 +40,7 @@
    lessons/l07-string-and-bytes-in-python
    lessons/l08-list-and-tuple-in-python
    lessons/l08-set-and-dict-in-python
-   lessons/l09
+   lessons/l09-control-flow-in-python
    lessons/l10
    lessons/l11
    lessons/l12
diff --git a/source/lessons/l09.rst b/source/lessons/l09-control-flow-in-python.rst
similarity index 85%
rename from source/lessons/l09.rst
rename to source/lessons/l09-control-flow-in-python.rst
index 4a95ae4..3d39277 100644
--- a/source/lessons/l09.rst
+++ b/source/lessons/l09-control-flow-in-python.rst
@@ -1,8 +1,11 @@
 .. role:: emoji-size
 
 .. meta::
-   :description: کتاب آموزش زبان برنامه نویسی پایتون به فارسی، آموزش دستورهای کنترلی در پایتون، آموزش دستور انتخاب در پایتون، آموزش دستور تکرار در پایتون، if در پایتون، else در پایتون، حلقه در پایتون، for در پایتون
-   :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, انواع شی, انواع داده, انواع شی در پایتون, انواع داده در پایتون,  پایتون
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس نهم: دستورهای کنترلی در پایتون
+   :keywords: معرفی پایتون, تاریخچه پایتون, کارایی پایتون, نسخه های پایتون, ویژگی های پایتون, آشنایی با پایتون, آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون
+
+
+.. _lesson-09: 
 
 
 درس ۰۹: دستورهای کنترلی در پایتون
@@ -10,7 +13,7 @@
 
 .. figure:: /_static/pages/09-python-if-else-for-while.jpg
     :align: center
-    :alt: دستورهای کنترلی در پایتون
+    :alt: درس نهم: دستورهای کنترلی در پایتون
     :class: page-image
 
     Photo by `Lynda Sanchez <https://unsplash.com/photos/GCbGxU4mBu0>`__
@@ -32,10 +35,16 @@
 
 ----
 
+
+.. _python-selection: 
+
 انتخاب
 --------
 
-با استفاده از دستور انتخاب می‌توان بر حسب شرایط برنامه در زمان اجرا تعیین کرد که آیا یک بلاک دستور اجرا شود یا خیر و همچنین از بین دو یا چند بلاک دستور کدام یک انتخاب و اجرا گردد. پایتون تنها یک ساختار انتخاب را ارایه می‌دهد که می‌تواند به سه شکل «تک انتخابی»، «دو انتخابی» و «چند انتخابی» پیاده‌سازی گردد؛ این ساختار به نام دستور ``if`` خوانده می‌شود و در ادامه بررسی خواهد شد.
+با استفاده از دستور انتخاب می‌توان بر حسب شرایط برنامه در زمان اجرا تعیین کرد که آیا یک بلاک دستور اجرا شود یا خیر و همچنین از بین دو یا چند بلاک دستور کدام یک انتخاب و اجرا گردد. رایج‌ترین دستور انتخاب در پایتون ``if`` است که می‌تواند به سه شکل «تک انتخابی»، «دو انتخابی» و «چند انتخابی» پیاده‌سازی گردد.  این ساختار در ادامه بررسی خواهد شد.
+
+
+.. _python-if: 
 
 دستور if
 ~~~~~~~~~~
@@ -266,70 +275,121 @@
     50-75 %
     25-50 %
 
-.. rubric:: دستور switch/case
 
-در صورتی که سابقه برنامه‌نویسی با زبان‌های دیگری همچون C و Java را داشته باشید حتما با دستور switch نیز آشنا هستید؛ **این دستور در زبان پایتون پیاده‌سازی نشده است**.
+.. _python-match-case: 
 
-دستور switch مقداری را دریافت می‌کند و سپس آن را با مقدارهای هر case درون ساختار خود به ترتیب مقایسه می‌کند؛ در صورتی که این مقدار با یکی از case ها برابر باشد، دستورهای مرتبط با آن case را اجرا کرده و از بررسی دیگر case ها صرف نظر می‌کند. همچنین اگر مقدار دریافتی با هیچ یک از case ها مطابقت نداشته باشد دستورهای مربوط به بخش default (در صورت وجود) را اجرا می‌کند. در پایین نمونه‌ایی از این دستور در زبان **Java** آورده شده است:
+دستور match/case
+~~~~~~~~~~~~~~~~~~~~
 
-.. code-block:: java
+در صورتی که سابقه برنامه‌نویسی با زبان‌های دیگری همچون C و Java را داشته باشید حتما با دستور switch نیز آشنا هستید؛ تا پیش **از نسخه 3.10 پایتون** این دستور در زبان پایتون پیاده‌سازی نشده بود و تنها می‌توانستیم از ساختار ``if/elif/else`` استفاده نماییم. ولی اکنون پایتون از ساختار مشابهی به نام ``match/case`` پشتیبانی می‌کند که ساختاری برابر زیر دارد::
 
-    int success;
-    char grade = 'B';
 
-.. code-block:: java
+  match value:
+    case matching_rule_1: statement_1
+    case matching_rule_2: statement_2
+    case matching_rule_3: statement_3
+    .
+    .
+    .
 
-    switch (grade) {
-		case 'A':
-			System.out.println("Excellent grade");
-			success = 1;
-			break;
-		case 'B':
-			System.out.println("Very good grade");
-			success = 1;
-			break;
-		case 'C':
-			System.out.println("Good grade");
-			success = 1;
-			break;
-		case 'D':
-		case 'E':
-		case 'F':
-			System.out.println("Low grade");
-			success = 0;
-			break;
-		default:
-			System.out.println("Invalid grade");
-			success = -1;
-			break;
-    }
+این دستور یک مقدار را دریافت می‌کند و با الگوهای درج شده توسط ``case`` مطابقت می‌دهد (از بالا به پایین) و با نخستین عمل انطباق موفق، دستورهای مرتبط با آن را اجرا کرده و سپس پایان می‌یابد.
 
-برای پیاده‌سازی چنین ساختاری در پایتون می‌توان از ``if/elif/else`` استفاده کرد:
-
-.. code-block:: python
-
-    grade = 'B'
-
-.. code-block:: python
-
-    if grade == 'A':
-        print('Excellent grade')
-        success = 1
-    elif grade == 'B':
-        print('Very good grade')
-        success = 1
-    elif grade in ('D', 'E', 'F'):
-        print('Low grade')
-        success = 0
-    else:
-        print('Invalid grade')
-        success = -1
+خواهید دید که این دستور بسیار منعطف بوده و پیشرفته‌تر از دستور ``switch`` سنتی است. با یک مثال ساده شروع می‌کنیم::
 
+  
+  >>> list = [4, 5, 6, 0, 2, 1, 3]
+  >>>
+  >>> first_num = list[0]
+  >>>
+  >>> match first_num:
+  ...     case 0: print('Zero')
+  ...     case 1: print('One')
+  ...     case 2: print('Two')
+  ...     case 3: print('Three')
+  ...     case 4: print('Four')
+  ...     case 5: print('Five')
+  ...     case 6: print('Six')
+  ...
+  Four
+  >>>
+
+در مثال بالا مقدار حروفی مربوط به عدد اندیس یکم از شی list چاپ خواهد شد. 
+
+مثالی دیگر، تشخیص زوج بودن یک عدد::
+
+
+  >>> list = [4, 5, 6, 0, 2, 1, 3]
+  >>>
+  >>> first_num = list[0]
+  >>> 
+  >>> match first_num % 2:
+  ...     case 0:
+  ...         print('The number is even')
+  ...     case 1:
+  ...         print('The number is odd')
+  ...
+  The number is even
+
+هدف اصلی از ایجاد دستور ``match/case`` در پایتون، ساده‌سازی و افزایش خوانایی کد در زمان استفاده از دستور ``if/elif/else`` است.
+
+
+هر بخش ``case`` می‌تواند بیش از یک انطباق را بررسی کند. برای این منظور می‌توان از کاراکتر ``|`` برای جداسازی الگوها استفاده نمود::
+
+  >>> list = [4, 5, 6, 0, 2, 1, 3]
+  >>>
+  >>> first_num = list[0]
+  >>> 
+  >>> match first_num:
+  ...     case 0 | 2 | 4 | 6 | 8:
+  ...         print('The number is even')
+  ...     case 1 | 3 | 5 | 7 | 9:
+  ...         print('The number is odd')
+  ...
+  The number is even
+
+همچنین می‌توان یک ``case`` پیش‌فرض نیز برای این ساختار در نظر گرفت، برای پردازش مقدار در زمانی که با هیچ یک از الگوهای موجود تطابق پیدا نکرد. برای درج ``case`` پیش‌فرض از الگو ``_``  استفاده می‌گردد. این الگو در ساختار ``match/case`` با هر مقداری تظابق داده می‌شود و میبایست برای جلوگیری از خطاهای منطقی، حتما به عنوان آخرین  ``case`` قرار داده شود::
+
+
+  >>> list = [1, 2, 3, 'A', 'A', 'AAA']
+  >>> first_num = list[-1]
+  >>> match first_num:
+  ...     case 0 | 2 | 4 | 6 | 8:
+  ...         print('The number is even')
+  ...     case 1 | 3 | 5 | 7 | 9:
+  ...         print('The number is odd')
+  ...     case _:
+  ...         print("The received value is not a number")
+  ...
+  The received value is not a number
+
+در بخش ``case`` حتی می‌توان از دستور ``if`` نیز استفاده نمود::
+
+  >>> list = [4, -5, 6, 0, 2, -1, 3]
+  >>>
+  >>> num = list[0]
+  >>> 
+  >>> match num:
+  ...     case num if num < 0:
+  ...         print('The number is negative')
+  ...     case num if num == 0:
+  ...         print('The number is zero')
+  ...     case num if num > 0:
+  ...         print('The number is positive')
+  ...
+  The number is positive
+
+به این نگارش یا سینتکس از دستور ``if`` در جامعه پایتون، تکنیک ``guard`` گفته می‌شود. در این ساختار متغیری که در پشت ``if``  قرار می‌گیرد، همان مقدار دریافتی است. این متغیر می‌تواند هر نامی داشته باشد ولی حتما می‌بایست با متغیر درون دستور ``if``  همنام باشد (در مثال بالا برای جلوگیری از ابهام، همنام با خود مقدار دریافتی در نظر گرفته شده است). در این شرایط چنانچه ارزیابی دستور ``if``  برابر مقدار ``True``  باشد، دستورهای ``case``  آن اجرا می‌گردد و در غیر اینصورت الگوی ``case``  بعدی مورد پردازش قرار خواهد گرفت.
+
+
+.. _python-loop: 
 
 تکرار
 -------
 
-گاهی نیاز پیدا می‌کنیم که بلاکی را چندین بار پشت سرهم اجرا نماییم. به ساختار تکرار «حلقه» (Loop) گفته می‌شود؛ در ادامه به بررسی ساختار دو حلقه ارایه شده در زبان پایتون خواهیم پرداخت.
+گاهی نیاز پیدا می‌کنیم که بلاکی را چندین بار پشت سرهم اجرا نماییم. به ساختار تکرار، «حلقه» (Loop) گفته می‌شود؛ در ادامه به بررسی ساختار دو حلقه ارایه شده در زبان پایتون خواهیم پرداخت.
+
+
+.. _python-while: 
 
 دستور while
 ~~~~~~~~~~~~~

From 7955f95f466fd9c3f5e6a3a11541109b88188e37 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Sun, 23 Apr 2023 15:39:26 +0330
Subject: [PATCH 48/79] edited l09

---
 source/_static/sitemap-index.xml              |  4 +-
 source/changelog.rst                          | 12 +++
 source/index.rst                              |  2 +-
 ...l09-control-flow-statements-in-python.rst} | 95 +++++--------------
 4 files changed, 39 insertions(+), 74 deletions(-)
 rename source/lessons/{l09-control-flow-in-python.rst => l09-control-flow-statements-in-python.rst} (88%)

diff --git a/source/_static/sitemap-index.xml b/source/_static/sitemap-index.xml
index a227ea7..693b824 100644
--- a/source/_static/sitemap-index.xml
+++ b/source/_static/sitemap-index.xml
@@ -65,8 +65,8 @@
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.ir/lessons/l09.html</loc>
-  <lastmod>2021-03-17T17:10:25+00:00</lastmod>
+  <loc>https://python.coderz.ir/lessons/l09-control-flow-statements-in-python.html</loc>
+  <lastmod>2023-03-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
diff --git a/source/changelog.rst b/source/changelog.rst
index de78d47..a70c07a 100644
--- a/source/changelog.rst
+++ b/source/changelog.rst
@@ -12,6 +12,18 @@
 =============
 
 
+.. raw:: html
+
+    <p class="rubric" id="00134" ><a class="reference external" href="#00134">00134</a> - یک‌شنبه ۳ اردیبهشت ۱۴۰۲</p>
+
+* درس نهم ویرایش و بروزرسانی گردید.
+* شرح دستور ``match/case`` به درس نهم اضافه شد.
+* [`Issue #59 <https://github.com/saeiddrv/PythonPersianTutorial/issues/59>`__]
+
+
+
+----
+
 .. raw:: html
 
     <p class="rubric" id="00133" ><a class="reference external" href="#00133">00133</a> - شنبه ۲ اردیبهشت ۱۴۰۲</p>
diff --git a/source/index.rst b/source/index.rst
index 3788e13..7094e84 100644
--- a/source/index.rst
+++ b/source/index.rst
@@ -40,7 +40,7 @@
    lessons/l07-string-and-bytes-in-python
    lessons/l08-list-and-tuple-in-python
    lessons/l08-set-and-dict-in-python
-   lessons/l09-control-flow-in-python
+   lessons/l09-control-flow-statements-in-python
    lessons/l10
    lessons/l11
    lessons/l12
diff --git a/source/lessons/l09-control-flow-in-python.rst b/source/lessons/l09-control-flow-statements-in-python.rst
similarity index 88%
rename from source/lessons/l09-control-flow-in-python.rst
rename to source/lessons/l09-control-flow-statements-in-python.rst
index 3d39277..a2df69b 100644
--- a/source/lessons/l09-control-flow-in-python.rst
+++ b/source/lessons/l09-control-flow-statements-in-python.rst
@@ -2,7 +2,7 @@
 
 .. meta::
    :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس نهم: دستورهای کنترلی در پایتون
-   :keywords: معرفی پایتون, تاریخچه پایتون, کارایی پایتون, نسخه های پایتون, ویژگی های پایتون, آشنایی با پایتون, آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون
+   :keywords: آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون، حلقه تکرار در پایتون، for، while و match/case در پایتون، دستورهای انتخاب در پایتون، دستور if/elif/else در پایتون، شی iterator در پایتون
 
 
 .. _lesson-09: 
@@ -22,7 +22,7 @@
 
 در حالت عادی جریان اجرای یک برنامه روند ثابتی دارد به این شکل که کدها سطر به سطر، از بالا به پایین خوانده و اجرا می‌شوند؛ دستورهای کنترلی امکانی برای کنترل یا تغییر این جریان ثابت است. با استفاده از این دستورها می‌توان برای اجرای یک بلاک شرط تعیین کرد که اگر در زمان اجرا این شرط برقرار نباشد از اجرای بلاک صرف نظر خواهد شد یا می‌توان شرایطی را به وجود آورد که اجرای یک بلاک را از میان چندین بلاک مشخص انتخاب گردد و همچنین می‌توان اجرای یک بلاک را چندین بار تکرار کرد.
 
-این درس به بررسی دستورهای کنترلی پایتون در دو بخش «انتخاب» و «تکرار» اختصاص یافته است.
+این درس به بررسی دستورهای کنترلی پایتون در دو بخش «انتخاب» و «تکرار» اختصاص یافته است. در انتها نیز بنابر ضرورت به معرفی اشیای iterator در پایتون پرداخته شده است.
 
 
 
@@ -281,7 +281,7 @@
 دستور match/case
 ~~~~~~~~~~~~~~~~~~~~
 
-در صورتی که سابقه برنامه‌نویسی با زبان‌های دیگری همچون C و Java را داشته باشید حتما با دستور switch نیز آشنا هستید؛ تا پیش **از نسخه 3.10 پایتون** این دستور در زبان پایتون پیاده‌سازی نشده بود و تنها می‌توانستیم از ساختار ``if/elif/else`` استفاده نماییم. ولی اکنون پایتون از ساختار مشابهی به نام ``match/case`` پشتیبانی می‌کند که ساختاری برابر زیر دارد::
+در صورتی که سابقه برنامه‌نویسی با زبان‌های دیگری همچون C و Java را داشته باشید حتما با دستور switch نیز آشنا هستید؛ تا پیش **از نسخه 3.10 پایتون** این دستور در زبان پایتون پیاده‌سازی نشده بود و تنها می‌توانستیم از ساختار ``if/elif/else`` استفاده نماییم. ولی اکنون پایتون از ساختار مشابهی به نام ``match/case`` پشتیبانی می‌کند که ساختاری برابر زیر دارد (برای مطالعه بیشتر: [`PEP 634 <https://peps.python.org/pep-0634/>`__] و [`PEP 635 <https://peps.python.org/pep-0635/>`__] و [`PEP 636 <https://peps.python.org/pep-0636/>`__])::
 
 
   match value:
@@ -313,7 +313,7 @@
   Four
   >>>
 
-در مثال بالا مقدار حروفی مربوط به عدد اندیس یکم از شی list چاپ خواهد شد. 
+در مثال بالا مقدار حروفی مربوط به عدد اندیس صفر از شی list چاپ خواهد شد. 
 
 مثالی دیگر، تشخیص زوج بودن یک عدد::
 
@@ -381,7 +381,7 @@
 به این نگارش یا سینتکس از دستور ``if`` در جامعه پایتون، تکنیک ``guard`` گفته می‌شود. در این ساختار متغیری که در پشت ``if``  قرار می‌گیرد، همان مقدار دریافتی است. این متغیر می‌تواند هر نامی داشته باشد ولی حتما می‌بایست با متغیر درون دستور ``if``  همنام باشد (در مثال بالا برای جلوگیری از ابهام، همنام با خود مقدار دریافتی در نظر گرفته شده است). در این شرایط چنانچه ارزیابی دستور ``if``  برابر مقدار ``True``  باشد، دستورهای ``case``  آن اجرا می‌گردد و در غیر اینصورت الگوی ``case``  بعدی مورد پردازش قرار خواهد گرفت.
 
 
-.. _python-loop: 
+.. _python-repetition: 
 
 تکرار
 -------
@@ -507,6 +507,7 @@
     >>> 
 
 
+.. _python-for:
 
 دستور for
 ~~~~~~~~~~
@@ -635,9 +636,9 @@
 
 .. rubric:: تابع ``(range(stop``:
 
-این تابع [`اسناد پایتون 3x <http://docs.python.org/3/library/functions.html#func-range>`__] یک شی از نوع ``range`` را برمی‌گرداند؛ این شی یک دنباله تغییر ناپذیر است که معمولا از آن برای پیمایش در حلقه ``for`` استفاده می‌شود. با تبدیل شی ``range`` به نوع لیست خواهیم دید که این شی یک دنباله مرتب از اعداد صفر تا آرگومان stop (و نه خود آن) است؛ آرگومان stop می‌بایست یک عدد صحیح مثبت باشد::
+این تابع [`اسناد پایتون <http://docs.python.org/3/library/functions.html#func-range>`__] یک شی از نوع ``range`` را برمی‌گرداند؛ این شی یک دنباله تغییر ناپذیر است که معمولا از آن برای پیمایش در حلقه ``for`` استفاده می‌شود. با تبدیل شی ``range`` به نوع لیست خواهیم دید که این شی یک دنباله مرتب از اعداد صفر تا آرگومان stop (و نه خود آن) است؛ آرگومان stop می‌بایست یک عدد صحیح مثبت باشد::
 
-    >>> r = range(10)    # Python 3.x
+    >>> r = range(10)
 
     >>> type(r)
     <class 'range'>
@@ -696,45 +697,6 @@
       >>> list(range(-2, -10, -2))
       [-2, -4, -6, -8]
 
-در نسخه‌های 2x پایتون دو نسخه از این تابع وجود دارد: تابع ``range`` [`اسناد پایتون 2x <http://docs.python.org/2/library/functions.html#range>`__] و تابع ``xrange`` [`اسناد پایتون 2x <http://docs.python.org/2/library/functions.html#xrange>`__]. 
-
-خروجی تابع ``range`` یک شی از نوع لیست است::
-
-    >>> r = range(10)    # Python 2.x
-
-    >>> type(r)
-    <type 'list'>
-
-    >>> r
-    [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]
-
-    >>> import sys
-    >>> sys.getsizeof(r)
-    152
-
-
-
-ولی خروجی تابع ``xrange`` یک شی از نوع ``xrange`` می‌باشد::
-
-    >>> r = xrange(10)    # Python 2.x
-
-    >>> type(r)
-    <type 'xrange'>
-
-    >>> r
-    xrange(10)
-
-    >>> list(r)
-    [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]
-
-    >>> import sys
-    >>> sys.getsizeof(r)
-    40
-
-
-خروجی تابع ``xrange`` ساده‌تر و بهینه تر از خروجی تابع ``range`` است بنابراین معمولا پیشنهاد می‌شود که در حلقه ``for`` از تابع ``xrange`` استفاده شود؛ به همین دلیل می‌باشد که تابع ``range`` در نسخه‌های 3x پایتون حذف شده است و تنها تابع ``xrange`` باقی‌مانده که با نام و نوع ``range`` پیاده‌سازی شده است.
-
-* چگونگی استفاده و تعداد آرگومان‌های هر دو تابع همانند نسخه 3x است که پیش از این بررسی شد.
 
 .. rubric:: چند مثال‌ ساده دیگر:
 
@@ -800,6 +762,8 @@
     >>> [x ** 2 for x in range(5)]
     [0, 1, 4, 9, 16]
 
+این عمل، List Comprehensions خوانده می‌شود که توسط درس سیزدهم شرح داده خواهد شد.
+
 و به عنوان مثال‌هایی دیگر به نمونه کدهای پایین توجه نمایید::
 
     >>> y = 7
@@ -844,9 +808,9 @@
     4
     >>> 
 
-به نمونه کد بالا توجه نمایید؛ با هر بار تکرار حلقه یکم تمام دستورهای بدنه آن که شامل یک حلقه دیگر است اجرا می‌گردد. از متغیر ``i`` درون حلقه داخلی نیز استفاده شده است. در بار نخستِ اجرای حلقه بیرونی مقدار ``i`` برابر عدد ``1`` قرار داده می‌شود که در این صورت اجرای حلقه داخلی تنها یک بار تکرار می‌گردد (``1 == ((len(range(0, 1``) و یک مقدار ``1`` در خروجی نمایش داده می‌شود،‌ بار دوم ``i`` برابر عدد ``2`` می‌شود و در نتیجه حلقه داخلی دو بار تکرار می‌گردد که بر اثر آن دو مقدار ``2`` در خروجی چاپ می‌گردد. این روند تا پایان تکرار حلقه بیرونی ادامه می‌یابد.
+به نمونه کد بالا توجه نمایید؛ با هر بار تکرار حلقه یکم تمام دستورهای بدنه آن که شامل یک حلقه دیگر است اجرا می‌گردد. از متغیر ``i`` درون حلقه داخلی نیز استفاده شده است. در بار نخستِ اجرای حلقه بیرونی مقدار ``i`` برابر عدد ``1`` قرار داده می‌شود که در این صورت اجرای حلقه داخلی تنها یک بار تکرار می‌گردد ``1 == ((len(range(0, 1`` و یک مقدار ``1`` در خروجی نمایش داده می‌شود،‌ بار دوم ``i`` برابر عدد ``2`` می‌شود و در نتیجه حلقه داخلی دو بار تکرار می‌گردد که بر اثر آن دو مقدار ``2`` در خروجی چاپ می‌گردد. این روند تا پایان تکرار حلقه بیرونی ادامه می‌یابد.
 
-*تابع (یا دستور) print به صورت پیش‌فرض پس از اجرا و چاپ مقدار به سطر بعدی می‌رود. [در درس بعد چگونگی تغییر این رفتار بررسی خواهد شد]* 
+*تابع print به صورت پیش‌فرض پس از اجرا و چاپ مقدار به سطر بعدی می‌رود. [در درس بعد چگونگی تغییر این رفتار بررسی خواهد شد]* 
 
 
 اگر از پیش با زبان‌هایی نظیر C یا Java آشنایی دارید؛ برای درک بهتر ساختار حلقه ``for`` پایتون نمونه کد پایین که به زبان Java است را در نظر بگیرید:
@@ -910,8 +874,8 @@
 
     >>> s = 'python'
 
-    >>> for i, v in enumerate(s):
-    ...     print('%s) %s' % (i, v * 7))
+    >>> for index, value in enumerate(s):
+    ...     print('%s) %s' % (index, value * 7))
     ... 
     0) ppppppp
     1) yyyyyyy
@@ -940,13 +904,19 @@
     [(1, 'Spring'), (2, 'Summer'), (3, 'Fall'), (4, 'Winter')]
 
 
-.. rubric:: شی تکرارکننده
+.. _python-iterator:
+
+شی تکرارکننده (iterator)
+----------------------------------------------
 
 در این بخش قصد داریم با مفهوم iterator (تکرارکننده) در پایتون آشنا شویم. برای این منظور بهتر است ابتدا مفهوم iterable (تکرارپذیر) را بدانیم.
 
-تمام انواع دنباله یک iterable هستند؛ در واقع به اشیایی با این قابلیت که بتوان در هر لحظه یک عضو درون آن را دستیابی نمود iterable گفته می‌شود. اکثر انواع آماده شی که در پایتون می‌شناسیم یک iterable است؛ انواع شی رشته، لیست، توپِل، دیکشنری، range ،zip (یا xrange) یا یک شی فایل (file) و هر شی از کلاسی که خودتان به همراه متد‌های ویژه ``()__iter__`` یا ``()__getitem__`` تعریف نمایید یک iterable هستند.
+تمام انواع دنباله یک iterable هستند؛ در واقع به اشیایی با این قابلیت که بتوان در هر لحظه یک عضو درون آن را دستیابی نمود iterable گفته می‌شود. اکثر انواع آماده شی که در پایتون می‌شناسیم یک iterable است؛ انواع شی رشته، لیست، توپِل، دیکشنری، range ،zip یا یک شی فایل (file) و هر شی از کلاسی که خودتان به همراه متد‌ ویژه ``()__iter__`` تعریف نمایید یک iterable هستند [`ویکی‌پایتون <https://wiki.python.org/moin/Iterator>`__]. 
+
+در آینده پس از مطالعه دروس مربوط به شی گرایی (هفدهم تا بیست و دوم) قادر به ساخت کلاس و استفاده از متدهای ویژه در پایتون خواهید بود. در آن زمان می توانید خود با پیاده‌سازی متد ویژه ``()__next__`` یک شی iterator ایجاد نمایید. اما در این مرحله ما فرآیند ایجاد را با یک ماژول از کتابخانه استاندارد پایتون پیش خواهیم برد.
+
+می‌توان یک شی iterator را تنها با استفاده از تابع آماده ``()iter`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#iter>`__] ایجاد کرد. این تابع یک شی iterable را به عنوان آرگومان دریافت می‌کند و یک شی iterator از آن بر می‌گرداند::
 
-شی iterator با استفاده از تابع آماده ``()iter`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#iter>`__] ایجاد می‌شود؛ این تابع یک شی iterable را به عنوان آرگومان دریافت می‌کند و آن را در قالب یک شی iterator بر می‌گرداند::
 
     >>> L = [1, 2, 3, 4, 5]
     >>> type(L)
@@ -990,15 +960,13 @@
     >>> type(itr)
     <class 'dict_keyiterator'>
 
-یک شی iterator این قابلیت را دارد که می‌توان عضوهای درون آن را یکی یکی با استفاده از متد ``()__next__`` (یا ``()next`` در پایتون 2x) پیمایش کرد؛ این متد در بار نخستِ فراخوانی عضو یکم شی و در دفعات بعدی فراخوانی به ترتیب عضوهای بعدی را برمی‌گرداند::
+یک شی iterator این قابلیت را دارد که می‌توان عضوهای درون آن را یکی یکی با استفاده از متد ``()__next__`` پیمایش کرد؛ این متد در بار نخستِ فراخوانی عضو یکم شی و در دفعات بعدی فراخوانی به ترتیب عضوهای بعدی را برمی‌گرداند::
 
     >>> L = [1, 2, 3, 4, 5]
     >>> itr = iter(L)
 
 ::
 
-    >>> # Python 3.x
-
     >>> itr.__next__()
     1
     >>> itr.__next__()
@@ -1006,17 +974,6 @@
     >>> itr.__next__()
     3
 
-::
-
-    >>> # Python 2.x
-
-    >>> itr.next()
-    1
-    >>> itr.next()
-    2
-    >>> itr.next()
-    3
-
 با فراخوانی پی در پی این متد و رسیدن به انتهای پیمایش؛ زمانی که دیگر عضوی برای برگرداندن وجود ندارد یک خطا - البته درست این است که بگوییم یک استثنا (Exception) - با نام ``StopIteration`` گزارش می‌گردد::
 
     >>> itr.__next__()
@@ -1030,8 +987,6 @@
 
 این دقیقا همان کاری است که در دستور ``for`` به انجام می‌رسد. زمانی که از یک دنباله برای پیمایش در این دستور استفاده می‌کنید؛ ``for`` در پشت صحنه آن را به یک iterator تبدیل و سپس پیمایش یک به یک عضوها را آغاز می‌کند. در هر لحظه‌ که ``StopIteration`` رخ دهد، متوجه پایان دنباله شده و تکرار حلقه را پایان می‌بخشد.
 
-در آینده توسط درس استثنا‌ها در پایتون خواهید دید که می‌توان با ایجاد iterator و استفاده از دستور ``try/except`` [که در همان درس خواهید آموخت] یک حلقه ``while`` را به مانند حلقه ``for`` پیاده‌سازی کرد.
-
 
 با استفاده از ماژول ``itertools`` می‌توانید iterator های بی‌نهایت (Infinite) یا بدون توقف ایجاد نمایید. برای نمونه تابع ``cycle`` درون این ماژول، شی iterator ای می‌سازد که در انتهای پیمایش متوقف نمی‌شود و از نو به ابتدای شی برگشته و عضو یکم را برمی‌گرداند::
 
@@ -1069,6 +1024,4 @@
 
 :emoji-size:`😊` امیدوارم مفید بوده باشه
 
-`لطفا دیدگاه و سوال‌های مرتبط با این درس خود را در کدرز مطرح نمایید. <http://coderz.ir/python-tutorial-control-statements/>`_
-
 

From 24cc8632b134e7b0188c9cd334680ed950b1d554 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Sun, 23 Apr 2023 16:08:12 +0330
Subject: [PATCH 49/79] edited support intro

---
 source/support.rst | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/source/support.rst b/source/support.rst
index 475eb5f..d123c27 100644
--- a/source/support.rst
+++ b/source/support.rst
@@ -21,7 +21,7 @@
 
 در این صفحه راه‌های حمایت مالی از  توسعه و نگهداری این کتاب قرار داده شده است. حتما به مرور سعی خواهد شد که روش‌ها بیشتر و جامع‌تر شوند.
 
-هیچ محدودیت مبلغی وجود ندارد :) لطفا پس از پرداخت از طریق ایمیل [python@coderz.ir] من را نیز آگاه سازید! به این پیام برای درج در گزارش‌ها نیاز است. ممنون.
+هیچ محدودیت مبلغی وجود ندارد :) لطفا پس از پرداخت از طریق ایمیل [python@coderz.ir] من را نیز آگاه سازید! به این پیام برای درج در گزارش‌ها نیاز است. بنابراین لطفا نام و پیامی که مایل هستید در صفحه گزارش‌ها درج شود را به همراه تاریخ پرداخت، شیوه پرداخت و میزان پرداختی - برای من ارسال بفرمایید. سپاس فراوان.
 
 
 -----

From 120a2ddedf67a69b279368a049d59c6ce2c9c907 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Mon, 24 Apr 2023 00:15:07 +0330
Subject: [PATCH 50/79] edited python-resources

---
 source/changelog.rst        |  2 +-
 source/python-resources.rst | 46 ++++++++++++++++++++++++++-----------
 2 files changed, 33 insertions(+), 15 deletions(-)

diff --git a/source/changelog.rst b/source/changelog.rst
index a70c07a..5c3d8cd 100644
--- a/source/changelog.rst
+++ b/source/changelog.rst
@@ -66,7 +66,7 @@
 
 .. raw:: html
 
-    <p class="rubric" id="00129" ><a class="reference external" href="00129">00129</a> - پنج‌شنبه ۲۴ فروردین ۱۴۰۲</p>
+    <p class="rubric" id="00129" ><a class="reference external" href="#00129">00129</a> - پنج‌شنبه ۲۴ فروردین ۱۴۰۲</p>
 
 * بنابر تذکر آقای «محمد درویشی» متن زیر از درس دهم اصلاح گردید:
 
diff --git a/source/python-resources.rst b/source/python-resources.rst
index 0573bd2..44bfb95 100644
--- a/source/python-resources.rst
+++ b/source/python-resources.rst
@@ -1,8 +1,12 @@
 
 .. meta::
-   :description: کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون به فارسی
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - معرفی منابع آموزشی زبان برنامه‌نویسی پایتون
    :keywords: پایتون, آموزش, آموزش برنامه نویسی, آموزش پایتون, برنامه نویسی, کتاب آموزش, آموزش فارسی, کتاب آزاد
 
+
+.. _python-resources: 
+
+
 بهترین منابع آموزش پایتون
 ========================================================
 
@@ -12,32 +16,46 @@
 
 |
 
-|
+.. _python-main: 
 
 آموزش جامع
-~~~~~~~~~~~~~~~~~~~~~~~~
+------------------
 
-|
+The Python Tutorial
+~~~~~~~~~~~~~~~~~~~~~~~
 
-.. figure:: /_static/logo/python-logo.png
-    :align: right
+.. image:: /_static/logo/python-logo.png
+    :align: center
     :width: 300
     :alt: بهترین منابع آموزش زبان برنامه‌نویسی پایتون
 
-    `The Python Tutorial <https://docs.python.org/tutorial>`__: آموزش رسمی زبان برنامه‌نویسی پایتون
-
-
+`The Python Tutorial <https://docs.python.org/tutorial>`__: آموزش رسمی زبان برنامه‌نویسی پایتون
 
-|
 
-|
+Real Python
+~~~~~~~~~~~~~~~
 
 
-.. figure:: /_static/logo/real-python-logo.svg
-    :align: right
+.. image:: /_static/logo/real-python-logo.svg
+    :align: center
     :width: 300
     :alt: بهترین منابع آموزش زبان برنامه‌نویسی پایتون
 
-    `Real Python Tutorials <https://realpython.com>`__: منبعی قابل اعتماد و بروز پیرامون مباحث زبان برنامه‌نویسی پایتون که شامل مطالبی از تمام سطوح (ابتدایی تا پیشرفته) کار با این زبان برنامه‌نویسی می‌شود. 
+`Real Python <https://realpython.com>`__: منبعی قابل اعتماد و بروز پیرامون مباحث زبان برنامه‌نویسی پایتون که شامل مطالبی از تمام سطوح (ابتدایی تا پیشرفته) زبان برنامه‌نویسی پایتون است. 
+
+
+.. _python-persian-resources: 
+
+متن‌باز فارسی
+------------------
+
+.. note::
+    در صورت تمایل به ایجاد پیوند در این صفحه و معرفی به خوانندگان، لطفا توضیحات پروژه متن‌باز مرتبط با آموزش زبان برنامه‌نویسی پایتون خود را به نشانی [python@coderz.ir] ایمیل نمایید. سپاس فراوان.
+
 
+.. _python-persian-pep8: 
 
+شیوه‌نامه نگارش پایتون (PEP 8 فارسی)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+* `نشانی <https://pep8.ir/>`__
+* `گیت‌هاب <https://github.com/hanifbirgani/pep8ir>`__
\ No newline at end of file

From 190322ecc740f0231e12e79db8689b2241c85284 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Mon, 24 Apr 2023 00:38:35 +0330
Subject: [PATCH 51/79] fixed style

---
 .../sphinx_minoo_theme/includes/header.html          |  2 +-
 .../{minoo-20230401.css => minoo-20230424.css}       | 12 ++++++------
 2 files changed, 7 insertions(+), 7 deletions(-)
 rename source/_templates/sphinx_minoo_theme/static/{minoo-20230401.css => minoo-20230424.css} (96%)

diff --git a/source/_templates/sphinx_minoo_theme/includes/header.html b/source/_templates/sphinx_minoo_theme/includes/header.html
index ff6dd47..51fd116 100644
--- a/source/_templates/sphinx_minoo_theme/includes/header.html
+++ b/source/_templates/sphinx_minoo_theme/includes/header.html
@@ -39,7 +39,7 @@
 {% if theme_direction == "ltr" %}
     <link rel="stylesheet" type=text/css href="{{ pathto('_static/minoo-ltr.css', 1) }}">
 {% else %}
-    <link rel="stylesheet" type=text/css href="{{ pathto('_static/minoo-20230401.css', 1) }}">
+    <link rel="stylesheet" type=text/css href="{{ pathto('_static/minoo-20230424.css', 1) }}">
 {% endif %}
 
 {%- block linktags %}
diff --git a/source/_templates/sphinx_minoo_theme/static/minoo-20230401.css b/source/_templates/sphinx_minoo_theme/static/minoo-20230424.css
similarity index 96%
rename from source/_templates/sphinx_minoo_theme/static/minoo-20230401.css
rename to source/_templates/sphinx_minoo_theme/static/minoo-20230424.css
index 438d9f6..6cf39f1 100644
--- a/source/_templates/sphinx_minoo_theme/static/minoo-20230401.css
+++ b/source/_templates/sphinx_minoo_theme/static/minoo-20230424.css
@@ -275,18 +275,18 @@ a.hover{background-color:#4CAF50;}
 .toctree-wrapper li.make-red >a{background-color:#ec407a;}
 .toctree-wrapper .make-red >a:hover{border-right:5px #f48fb1 solid;}
 .toctree-wrapper li.make-red.toctree-l1 i{color:#f48fb1!important;}
-.toctree-wrapper li.make-red>ul>li>a{background-color:#f48fb1;}
-.toctree-wrapper li.make-red>ul>li>a:hover{border-right:5px #ec407a solid;}
+.toctree-wrapper li.make-red>ul>li>a,.toctree-wrapper li.make-red>ul>li>ul>li>a{background-color:#f48fb1;}
+.toctree-wrapper li.make-red>ul>li>a:hover,.toctree-wrapper li.make-red>ul>li>ul>li>a:hover{border-right:5px #ec407a solid;}
 
 .toctree-wrapper li.make-green >a{background-color:#00695c;}
 .toctree-wrapper .make-green >a:hover{border-right:5px #4db6ac solid;}
 .toctree-wrapper li.make-green.toctree-l1 i{color:#4db6ac!important;}
-.toctree-wrapper li.make-green>ul>li>a{background-color:#4db6ac;}
-.toctree-wrapper li.make-green>ul>li>a:hover{border-right:5px #00695c solid;}
+.toctree-wrapper li.make-green>ul>li>a,.toctree-wrapper li.make-green>ul>li>ul>li>a{background-color:#4db6ac;}
+.toctree-wrapper li.make-green>ul>li>a:hover,.toctree-wrapper li.make-green>ul>li>ul>li>a:hover{border-right:5px #00695c solid;}
 
 .toctree-wrapper li.make-black >a{background-color:#37474f;}
 .toctree-wrapper .make-black >a:hover{border-right:5px #90a4ae solid;}
 .toctree-wrapper li.make-black.toctree-l1 i{color:#90a4ae!important;}
-.toctree-wrapper li.make-black>ul>li>a{background-color:#90a4ae;}
-.toctree-wrapper li.make-black>ul>li>a:hover{border-right:5px #37474f solid;}
+.toctree-wrapper li.make-black>ul>li>a,.toctree-wrapper li.make-black>ul>li>ul>li>a{background-color:#90a4ae;}
+.toctree-wrapper li.make-black>ul>li>a:hover,.toctree-wrapper li.make-black>ul>li>ul>li>a:hover{border-right:5px #37474f solid;}
 

From 6a8bcc13e2586b9adb3b3cdd39794dc35eae8827 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Mon, 24 Apr 2023 00:49:20 +0330
Subject: [PATCH 52/79] fixed support-report

---
 source/support-report.rst | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/source/support-report.rst b/source/support-report.rst
index 39a104b..a82c245 100644
--- a/source/support-report.rst
+++ b/source/support-report.rst
@@ -10,11 +10,11 @@
 گزارش حمایت‌های مالی
 =========================
 
-**مبالغ مهم نیستند، از اقدام و پیام تشویق شما دوستان بسیار سپاسگذارم.**
+**مبالغ مهم نیستند، از اقدام و پیام تشویق شما دوستان بسیار سپاسگزارم.**
 
 (*اطلاعات این صفحه به صورت آنی بروز نمی‌شود!*)
 
-**از ابتدا (1394): 2,749,222 تومان** [آخرین بروزرسانی:‌ 05-01-1401]
+**از ابتدا (1394): 2,749,222 تومان** [آخرین بروزرسانی:‌ 01-02-1402]
 
 ----
 

From 5b952898422794b9811c0878835be85c061dd062 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Thu, 27 Apr 2023 00:28:04 +0330
Subject: [PATCH 53/79] edited l10

---
 source/_static/sitemap-index.xml              |   4 +-
 source/changelog.rst                          |  12 +
 source/index.rst                              |   2 +-
 ...file-json-and-serialization-in-python.rst} | 347 +++++++-----------
 4 files changed, 155 insertions(+), 210 deletions(-)
 rename source/lessons/{l10.rst => l10-input-file-json-and-serialization-in-python.rst} (72%)

diff --git a/source/_static/sitemap-index.xml b/source/_static/sitemap-index.xml
index 693b824..5aef116 100644
--- a/source/_static/sitemap-index.xml
+++ b/source/_static/sitemap-index.xml
@@ -70,8 +70,8 @@
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.ir/lessons/l10.html</loc>
-  <lastmod>2021-03-17T17:10:25+00:00</lastmod>
+  <loc>https://python.coderz.ir/lessons/l10-input-file-json-and-serialization-in-python.html</loc>
+  <lastmod>2023-04-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
diff --git a/source/changelog.rst b/source/changelog.rst
index 5c3d8cd..28c2c6f 100644
--- a/source/changelog.rst
+++ b/source/changelog.rst
@@ -12,6 +12,18 @@
 =============
 
 
+.. raw:: html
+
+    <p class="rubric" id="00135" ><a class="reference external" href="#00135">00135</a> - ]چهارشنبه ۶ اردیبهشت ۱۴۰۲</p>
+
+* درس دهم ویرایش و بروزرسانی گردید.
+* بخش «ساختارهای ذخیره و تبادل داده» به درس دهم اضافه شد.
+* [`Issue #60 <https://github.com/saeiddrv/PythonPersianTutorial/issues/60>`__]
+
+
+----
+
+
 .. raw:: html
 
     <p class="rubric" id="00134" ><a class="reference external" href="#00134">00134</a> - یک‌شنبه ۳ اردیبهشت ۱۴۰۲</p>
diff --git a/source/index.rst b/source/index.rst
index 7094e84..9a6b70d 100644
--- a/source/index.rst
+++ b/source/index.rst
@@ -41,7 +41,7 @@
    lessons/l08-list-and-tuple-in-python
    lessons/l08-set-and-dict-in-python
    lessons/l09-control-flow-statements-in-python
-   lessons/l10
+   lessons/l10-input-file-json-and-serialization-in-python
    lessons/l11
    lessons/l12
    lessons/l13
diff --git a/source/lessons/l10.rst b/source/lessons/l10-input-file-json-and-serialization-in-python.rst
similarity index 72%
rename from source/lessons/l10.rst
rename to source/lessons/l10-input-file-json-and-serialization-in-python.rst
index d031cd3..9775a05 100644
--- a/source/lessons/l10.rst
+++ b/source/lessons/l10-input-file-json-and-serialization-in-python.rst
@@ -1,9 +1,9 @@
 .. role:: emoji-size
 
 .. meta::
-   :description: کتاب آموزش زبان برنامه نویسی پایتون به فارسی، آموزش فایل در پایتون، آموزش تابع input در پایتون، آموزش تابع print در پایتون
-   :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, انواع شی, انواع داده, انواع شی در پایتون, انواع داده در پایتون,  پایتون
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس دهم: فایل، ورودی و خروجی (I/O) در پایتون
 
+.. _lesson-10: 
 
 درس ۱۰: فایل، ورودی و خروجی (I/O) در پایتون
 ======================================================
@@ -17,7 +17,10 @@
   
 
 
-موضوع این درس به چگونگی دریافت یا خواندن داده‌ها از کاربر حالت تعاملی یا فایل‌ها و همچنین نمایش یا نوشتن در آن‌ها اختصاص یافته است؛ بر همین اساس در متن درس به بررسی شی فایل و تابع‌های آماده ``()print`` و ``()input`` در پایتون پرداخته خواهد شد. به برخی از تفاوت‌ها در پیاده‌سازی نسخه جدید پایتون (شاخه 3x) که به موضوع این درس مربوط می‌باشند نیز اشاره شده است.
+موضوع این درس به چگونگی دریافت ورودی از کاربر حالت تعاملی، خواندن و پردازش فایل‌ها و همچنین نوشتن در فایل اختصاص یافته است؛ بر همین اساس در متن درس به بررسی شی فایل پایتون و تابع‌های آماده ``()print`` و ``()input`` پرداخته و همچنین در پایان برخی ساختارهای رایج در ذخیره داده در فایل یا تبادل آن اشاره شده است.
+
+
+
 
 
 
@@ -32,6 +35,8 @@
 
 ----
 
+.. _files: 
+
 فایل‌ها
 --------
 
@@ -48,6 +53,11 @@
 
 
 
+.. _python-open: 
+
+
+تابع open
+~~~~~~~~~~~~
 
 پایتون یک نوع شی آماده برای دستیابی فایل‌ها در برنامه ارایه می‌دهد که این شی با استفاده از تابع آماده ``(open(file, mode`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#open>`__] ایجاد می‌گردد؛ آرگومان نخست یک شی رشته حاوی نام کامل فایل (نشانی + نام + پسوند) مورد نظر بر روی دیسک کامپیوتر است و آرگومان دوم نیز یک رشته با مقداری خاص است و حالتی که این فایل می‌بایست در آن باز شود را مشخص می‌سازد؛ این آرگومان اختیاری است و مقدار پیش‌فرض آن ``'r'`` می‌باشد. برای نمونه به کدهای پایین که با یکدیگر معادل هستند توجه نمایید::
 
@@ -117,7 +127,12 @@
 
 *تابع ()open آرگومان‌های اختیاری دیگری نیز دارد که برای بررسی آن‌ها می‌توانید به اسناد پایتون مراجعه نمایید.*
 
-.. rubric:: متدهای شی فایل
+
+.. _python-file-object-methods: 
+
+متدهای شی فایل پایتون
+~~~~~~~~~~~~~~~~~~~~~~~~~~
+
 
 * ``(write(string``: یک شی از نوع ``str`` یا ``bytes`` را دریافت می‌کند و آن را درون شی فایل مورد نظر می‌نویسد::
 
@@ -135,31 +150,25 @@
 
   ::
 
-      >>> # Python 3x
-
       >>> output = open('textfile.txt', 'w')
       >>> output.write(text)
       37
       >>> output.close()
 
-  *در پایتون 3x، متد write تعداد کاراکترهایی که می‌نویسد را برمی‌گرداند.*
+  *متد write تعداد کاراکترهایی که می‌نویسد را برمی‌گرداند.*
 
   ::
 
-      >>> # Python 3x
-
       >>> output = open('binaryfile.bin', 'wb')
       >>> output.write(text)
       Traceback (most recent call last):
         File "<stdin>", line 1, in <module>
       TypeError: a bytes-like object is required, not 'str'
 
-  *در پایتون 3x به این دلیل که نوع رشته‌های باینری (bytes) از رشته‌های معمولی (str) جدا گشته است، نمی‌توان از شی str برای نوشتن در فایلی که در حالت باینری باز شده است استفاده کرد.*
+  *نمی‌توان از شی str برای نوشتن در فایلی که در حالت باینری باز شده است استفاده کرد.*
 
   ::
 
-      >>> # Python 3x
-
       >>> data = '1) Python\n2) Programming\n3) Language\n'
 
       >>> # Convert str to bytes
@@ -218,42 +227,7 @@
       1) Python2) Programming3) Language
 
 
-  به نمونه‌ کدهای بالا در پایتون 2x نیز توجه نمایید::
-
-    >>> # Python 2x
-
-    >>> output = open('textfile.txt', 'w')
-    >>> output.write('1) Python\n2) Programming\n3) Language\n')
-    >>> output.close()
-
-  ::
-
-      >>> # Python 2x
-
-      >>> data = '1) Python\n2) Programming\n3) Language\n'
-
-      >>> type(data)
-      <type 'str'>
-
-      >>> output = open('binaryfile.bin', 'wb')
-      >>> output.write(data)
-      >>> output.close()
-
-  ::
-
-      >>> # Python 2x
-
-      >>> bdata = b'1) Python\n2) Programming\n3) Language\n'
-
-      >>> type(bdata)
-      <type 'str'>
-
-      >>> output = open('binaryfile.bin', 'wb')
-      >>> output.write(bdata)
-      >>> output.close()
-
-
-* ``()close``: پس از پایان کار با هر فایل می‌بایست که آن را ببندید؛ این متد فایل باز شده را می‌بندد. شی فایل مورد نظر پس از فراخوانی این متد، هیچ متد دیگری را نمی‌تواند فراخوانی کند.
+* ``()close``: پس از پایان کار با هر فایل، می‌بایست آن را ببندید؛ این متد فایل باز شده را می‌بندد. شی فایل مورد نظر پس از فراخوانی این متد، هیچ متد دیگری را نمی‌تواند فراخوانی کند.
 
   زمانی که شمارش ارجاع به یک شی فایل به صفر برسد یا وقتی متغیر فایل به شی فایل دیگری اشاره کند، پایتون شی قبلی را به صورت خودکار می‌بندد؛ ولی همیشه بهتر است که بستن فایل به صورت صریح توسط برنامه‌نویس انجام شود.
 
@@ -268,7 +242,7 @@
       True
 
 
-* ``()read``: تمام محتوای فایل را می‌خواند و در قالب یک شی از نوع ``str`` - برای فایل‌های متنی در هر دو شاخه پایتون و باینری در پایتون 2x - یا ``bytes`` - برای فایل‌های باینری در پایتون 3x - برمی‌گرداند::
+* ``()read``: تمام محتوای فایل را می‌خواند و در قالب یک شی از نوع ``str`` (برای فایل‌های متنی) یا ``bytes`` (برای فایل‌های باینری) برمی‌گرداند::
 
     >>> input = open('textfile.txt')
 
@@ -291,7 +265,7 @@
 
   ::
 
-      >>> # Python 3x, Reading a binary file
+      >>> # Reading a binary file
 
       >>> input = open('binaryfile.bin', 'rb')
 
@@ -309,29 +283,6 @@
       b'1) Python\n2) Programming\n3) Language\n'
       >>>
 
-  ::
-
-      >>> # Python 2x, Reading a binary file
-
-      >>> input = open('binaryfile.bin', 'rb')
-
-      >>> content = input.read()
-
-      >>> input.close()
-
-      >>> type(content)
-      <type 'str'>
-
-      >>> content
-      '1) Python\n2) Programming\n3) Language\n'
-
-      >>> print content
-      1) Python
-      2) Programming
-      3) Language
-
-      >>> 
-
   این متد یک آرگومان اختیاری نیز دارد؛ این آرگومان یک عدد صحیح است که تعداد کاراکتر (یا بایت) که می‌بایست از فایل خوانده و برگردانده شوند را تعیین می‌کند::
 
       >>> f = open('textfile.txt')
@@ -353,7 +304,7 @@
 
       >>> f.close()
 
-  به نمونه کد بالا توجه نمایید؛ هنگامی که فایل در این حالت (rt) باز شده است اشاره‌گر در ابتدای فایل قرار گرفته **و با هر میزان خواندن از فایل، موقعیت اشاره‌گر نیز به جلو حرکت داشته است.**
+  به نمونه کد بالا توجه نمایید؛ هنگامی که فایل در حالت (rt) باز شده است اشاره‌گر در ابتدای فایل قرار گرفته **و با هر میزان خواندن از فایل، موقعیت اشاره‌گر نیز به جلو حرکت داشته است.**
 
   |
 
@@ -439,10 +390,12 @@
 از آنجا که متن درون فایل خود حاوی Newline (در اینجا: ``'n\'``) است، آرگومان ``end`` تابع ``()print`` را برای جلوگیری از درج ``'n\'`` در انتهای هر سطر تغییر دادیم [در بخش print درباره آرگومان end صحبت خواهیم کرد].
 
 
+.. _python-with-as: 
+
 دستور ``with/as`` 
 ~~~~~~~~~~~~~~~~~~~
 
-یک دستور مرکب است که از اشیایی که با نوع ”Context Manager“ [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#typecontextmanager>`__] در پایتون شناخته می‌شوند، پشتیبانی می‌کند [`PEP 343 <http://www.python.org/dev/peps/pep-0343/>`_]. برخی از اشیا در پایتون - به مانند شی فایل - قابلیتی با نام ”Context Manager“ دارند؛ برای پیاده سازی این قابلیت، کلاس شی مورد نظر می‌بایست حاوی دو متد ویژه ``()__enter__`` و ``()__exit__`` باشد که به ترتیب در زمان‌های «ورود به» و «خروج از» بدنه دستور ``with/as`` فراخوانی می‌شوند. 
+یک دستور مرکب است که از اشیایی که با نوع ”Context Manager“ [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#typecontextmanager>`__] در پایتون شناخته می‌شوند، پشتیبانی می‌کند [`PEP 343 <http://www.python.org/dev/peps/pep-0343/>`_]. برخی از اشیا در پایتون - به مانند شی فایل - قابلیتی با نام ”Context Manager“ دارند؛ برای پیاده سازی این قابلیت، کلاس شی مورد نظر می‌بایست حاوی دو متد ویژه ``()__enter__`` و ``()__exit__`` باشد که به ترتیب در زمان‌های «ورود به» و «خروج از» بدنه دستور ``with/as`` فراخوانی می‌شوند. [این نوع شی به صورت کامل‌تر توسط درس بیست و یکم برسی خواهد شد.]
 
 دستور ``with/as`` ساختاری مشابه پایین دارد:
 
@@ -476,7 +429,7 @@
         with B() as b:
             statements
 
-همچنین به نسخه‌های 2.7 و از 3.1 به بعد پایتون سینتکس جدیدی افزوده شده است که توسط آن می‌توان همزمان از چند Context Manager بهره گرفت:
+همچنین از نسخه 3.1 به بعد پایتون سینتکس جدیدی افزوده شده است که توسط آن می‌توان همزمان از چند Context Manager بهره گرفت:
 
 .. code-block:: html
 
@@ -490,6 +443,8 @@
             if 'key' in line:
                 fout.write(line)
 
+.. _python-standard-file-objects: 
+
 شی فایل استاندارد
 -------------------
 سه نوع شی فایل توسط مفسر پایتون ایجاد می‌گردد که هر سه آن‌ها توسط ماژول ``sys`` در دسترس هستند: 
@@ -501,6 +456,7 @@
 نه همیشه ولی می‌توان منبع ``sys.stdin`` را صفحه‌کلید کامپیوتر و منبع ``sys.stdout`` و ``sys.stderr`` را نیز صفحه‌نمایش در نظر گرفت.
 
 
+.. _python-input: 
 
 تابع ()input
 --------------
@@ -508,17 +464,13 @@
 از این تابع در پایتون برای گرفتن ورودی از کاربر - در حالت تعاملی - استفاده می‌گردد که در نسخه جدید تغییراتی با نسخه قدیمی ایجاد شده است.
 
 
-.. rubric:: پایتون 2x:
 
-* ``()raw_input``
-* ``()input``
+تابع ``()input`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#input>`__] یک سطر از کاربر را می‌خواند و در قالب یک شی از نوع ``str`` برمی‌گرداند::
 
-در این شاخه از پایتون دو تابع ``()raw_input`` [`اسناد پایتون <http://docs.python.org/2/library/functions.html#raw_input>`__] و ``()input`` [`اسناد پایتون <http://docs.python.org/2/library/functions.html#input>`__] برای همین منظور در دسترس است. تابع ``()raw_input`` یک سطر از کاربر را می‌خواند و در قالب یک شی از نوع ``str`` برمی‌گرداند::
+    >>> s = input()
 
-    >>> s = raw_input()
-    Hello Python
+با اجرا دستور، مفسر پایتون منتظر ورود متن می‌ماند - در این نمونه متن Hello Python با استفاده از صفحه‌کلید، تایپ می‌شود - سپس با فشردن کلید Enter، پایان ورود داده اعلام و سپس مفسر پایتون تمام کاراکترهای دریافتی را در قالب یک شی رشته - نوع ``str`` - به متغیر ``s`` ارجاع می‌دهد::
 
-با اجرا دستور سطر یکم، مفسر پایتون منتظر ورود متن می‌ماند - در این نمونه متن Hello Python نوشته می‌شود - سپس با دریافت کلید Enter تمام کاراکترهای دریافتی را در قالب یک شی رشته - نوع ``str`` - به متغیر ``s`` ارجاع می‌دهد::
 
     >>> s
     'Hello Python'
@@ -527,7 +479,7 @@
 
 همچنین می‌توان متنی را برای مشاهده کاربر به صورت آرگومان در فراخوانی تابع قرار داد::
 
-    >>> s = raw_input("What's your name? ")
+    >>> s = input("What's your name? ")
     What's your name? Alan
 
     >>> s
@@ -535,7 +487,7 @@
 
 ::
 
-    >>> s = raw_input("How old are you? ")
+    >>> s = input("How old are you? ")
     How old are you? 41
 
     >>> s
@@ -543,7 +495,8 @@
     >>> type(s)
     <type 'str'>
 
-تابع ``()input`` در پایتون 2x نیز عملکردی برابر با دستور ``(()eval(raw_input`` دارد. ``()eval`` [`اسناد پایتون <http://docs.python.org/2/library/functions.html#eval>`__] تابع آماده دیگری در پایتون است که یک شی رشته را دریافت و متن آن را به شکل کد پایتون تفسیر می‌کند::
+اکنون زمان خوبی است تا با یکی دیگر از تابع‌های آماده در پایتون آشنا شویم. ``()eval`` [`اسناد پایتون <https://docs.python.org/3/library/functions.html#eval>`__] تابع آماده دیگری در پایتون است که یک شی رشته را دریافت و متن آن را به شکل کد پایتون تفسیر می‌کند::
+
 
     >>> x = 1
     >>> y = eval('x + 1')
@@ -585,142 +538,34 @@
     >>> print eval("__import__('os').getcwd()")
     /home/saeid
 
-تابع ``()__import__`` [`اسناد پایتون <http://docs.python.org/2/library/functions.html#__import__>`__] عملکردی برابر با دستور ``import`` دارد ولی با این تفاوت که می‌توان از آن به شکلی پویا در طی اجرای برنامه برای وارد کردن ماژول‌های گوناگون استفاده نمود؛ در این حالت نام یک ماژول حتی می‌تواند به شکل یک متغیر در آرگومان تابع قرار بگیرد.
- 
-اکنون که با عملکرد تابع ``()eval`` آشنا شده‌اید به بیان مثال‌هایی از تابع ``()input`` - در نسخه‌های 2x - می‌پردازیم::
-
-    >>> s = input("What's your name? ")
-    What's your name? Alan
-
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-      File "<string>", line 1, in <module>
-    NameError: name 'Alen' is not defined
-    >>>
+تابع ``()__import__`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#__import__>`__] عملکردی برابر با دستور ``import`` دارد ولی با این تفاوت که می‌توان از آن به شکلی پویا در طی اجرای برنامه برای وارد کردن ماژول‌های گوناگون استفاده نمود؛ در این حالت نام یک ماژول حتی می‌تواند به شکل یک متغیر در آرگومان تابع قرار بگیرد.
 
-در نمونه کد بالا؛ ورودی کاربر - متن Alen - با هیچ سینتکس تعریف شده‌ای در پایتون مطابقت نداشته و باعث بروز خطا گشته است::
 
-    >>> s = input("What's your name? ")
-    What's your name? "Alan"
-
-    >>> s
-    'Alan'
+برای تفریح، اکنون می‌توانید تنها با یک خط کد پایین یک ماشین‌حساب ساده ایجاد کنید :)
 
 ::
 
-    >>> s = input("How old are you? ")
-    How old are you? 41
-
-    >>> s
-    41
-    >>> type(s)
-    <type 'int'>
-
-و مثالی دیگر::
-
-    >>> a = raw_input()
-    3 * 4 ** 5
-
-    >>> a
-    '3 * 4 ** 5'
-
-
-    >>> b = input()
-    3 * 4 ** 5
-
-    >>> b
-    3072
-
-
-.. rubric:: پایتون 3x:
-
-* ``()input``
 
-در این شاخه از پایتون تابع ``()input`` از شاخه 2x وجود ندارد (حذف شده) و تنها تابع ``()raw_input`` باقی مانده است که آن هم به ``()input`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#input>`__] تغییر نام پیدا کرده است.
+    print(eval(input("Type your formula: ")))
 
-تابع ``()input`` در پایتون 3x همانند تابع ``()raw_input`` در پایتون 2x است::
 
-    >>> s = input("What's your name? ")
-    What's your name? Alan
-
-    >>> s
-    'Alan'
-    >>> type(s)
-    <class 'str'>
+::
 
+    Type your formula: 2 * 5 + 30 / 2
+    25.0
 
 
 
+.. _python-print: 
 
 تابع ()print
 --------------
 
-.. rubric:: پایتون 2x:
-
-در این شاخه از پایتون print به شکل یک دستور ساده در پایتون پیاده‌سازی شده است [`اسناد پایتون <http://docs.python.org/2/reference/simple_stmts.html#print>`__]. این دستور یک یا چند شی را ابتدا به نوع ``str`` تبدیل کرده و سپس به خروجی می‌فرستد::
-
-    >>> s = 'Python'
-
-    >>> print s
-    Python
-
-    >>> print s, "2.x"
-    Python 2.x
-
-    >>> print 4 * 5 / 2, 3 * 3
-    10 9
-
-::
-
-    >>> print
-
-    >>> 
-
-
-
-* اشیا می‌بایست توسط یک کاما ``,`` از یکدیگر جدا شوند.
-* این دستور به صورت پیش‌فرض یک حرف فاصله (یک کلید Space) در بین اشیا قرار می‌دهد.
-* در صورتی که یک عبارت محاسباتی یا منطقی به این دستور داده شود، ابتدا حاصل آن محاسبه یا ارزیابی شده و سپس به نوع ``str``  تبدیل می‌گردد.
-* دستور ``print`` به شکل تنها، یکی سطر خالی را ایجاد می‌کند.
-
-دستور print همچنین به صورت پیش‌فرض یک ``'n\'`` در انتهای هر سطر قرار می‌دهد؛ برای لغو این رفتار می‌توان در انتهای دستور یک کاما ``,`` قرار داد::
-
-    >>> for a in range(5):
-    ...     print a
-    ... 
-    0
-    1
-    2
-    3
-    4
-    >>> 
-
-
-    >>> for a in range(5):
-    ...     print a,
-    ... 
-    0 1 2 3 4
-    >>> 
-
-این دستور توانایی نوشتن در شی فایلی غیر از شی استاندارد را نیز دارد؛ برای این منظور می‌بایست از الگوی پایین پیروی گردد::
-
-    >>> text = 'Hi :)' 
-    >>> output = open('textfile.txt', 'w')
-
-    >>> print >> output, text
-
-    >>> output.close()
-
-
-
-
-.. rubric:: پایتون 3x:
-
-دستور ``print`` به شکل تابع ``()print`` در نسخه‌های 3x پایتون پیاده‌سازی شده است [`اسناد پایتون <http://docs.python.org/3/library/functions.html#print>`__]؛ الگوی این تابع به شکل پایین می‌باشد::
+پیش‌تر با تابع ``()print`` پایتون آشنا هستیم ولی در اینجا می‌خواهیم کمی بیشتر آن را بررسی نماییم. این تابع [`اسناد پایتون <http://docs.python.org/3/library/functions.html#print>`__]؛ الگویی به شکل پایین دارد::
 
     print(*objects, sep=' ', end='\n', file=sys.stdout, flush=False)
 
-* ``objects*``: بیانگر اشیایی است می‌خواهیم در خروجی قرار بدهیم. که می‌تواند هیچ باشد - که برابر نمایش یک سطر خالی است - یا اینکه می‌تواند یک یا چند شی - که در این صورت اشیا می‌بایست توسط یک کاما ``,`` از یکدیگر جدا شوند - را در بر گیرد::
+* ``objects*``: بیانگر اشیایی است می‌خواهیم در خروجی قرار بدهیم. که می‌تواند هیچ باشد - که برابر نمایش یک سطر خالی است - یا اینکه می‌تواند یک یا چند شی - که در این صورت اشیا می‌بایست توسط یک کاما ``,`` از یکدیگر جدا شوند - را در برگیرد::
 
     >>> print()
 
@@ -780,12 +625,102 @@
 * ``flush``: این آرگومان از نسخه 3.3 به تابع ``()print`` پایتون افزوده شده است. هنگامی که خروجی بر روی یک فایل قرار گرفته باشد؛ با تنظیم این گزینه بر روی مقدار ``True``، عمل انتقال متن به فایل بدون اتلاف وقت انجام می‌پذیرد.
 
 
-این تابع با استفاده از دستور import پایین در نسخه‌های 2.6 و 2.7 پایتون نیز در دسترس است [`اسناد پایتون <http://docs.python.org/2/library/functions.html#print>`__]::
+.. _standard-data-exchange-formats: 
+
+ساختارهای ذخیره و تبادل داده
+-----------------------------
+
+اکنون با ذخیره اطلاعات بر روی فایل و خواندن آن‌ها با استفاده از زبان برنامه‌نویسی پایتون آشنا شده‌اید. زمان‌های بسیاری پیش خواهد آمد که برنامه‌نویس نیاز دارد داده‌ای را بر روی فایل بنویسد یا داده‌هایی مانند پارامترهای پیکربندی نیز از فایل‌ها در طول اجرای برنامه بخواند. شما در برنامه خود از هر ساختاری می‌توانید برای ذخیره اطلاعات استفاده کنید ولی در علم رایانش به مرور زمان ساختارهای استانداردی برای این منظور تعریف شده است. علاوه بر سهولت در کار با فایل‌ها و امکان استفاده از بسیاری از ابزارهای از پیش‌آماده برای پردازش این دست از فایل‌ها، پیروی از این ساختارها به همگام‌سازی برنامه شما با دیگر برنامه‌ها کمک می‌کند چرا که این ساختارها همانند یک زبان مشترک برای تبادل اطلاعات هستند، یک استاندارد برای کار با داده‌هایی که نیاز به تبادل یا ذخیره به شکل یک فایل را دارند. در ادامه  به معرفی برخی از این ساختارهای رایج خواهیم پرداخت.
 
-    from __future__ import print_function
 
+.. _file-formats-xml: 
 
+XML
+~~~~~~
 
+ساختار Extensible Markup Language  یا همان XML [`ویکی‌پدیا <https://en.wikipedia.org/wiki/XML>`__] یکی از با سابقه‌ترین نوع از ساختار تبادل داده در علم رایانش است. این ساختار بر اساس node یا elementهای تو در تو ایجاد می‌گردد. از این ساختار بیشتر برای ذخیره پارامترهای پیکربندی یا تبادل داده در برخی پرتکل‌ها به مانند SOAP [`ویکی‌پدیا <https://en.wikipedia.org/wiki/SOAP>`__] استفاده می‌شود. به نمونه فایل زیر توجه نمایید::
+
+ <students>
+    <student>
+        <name>John</name>
+        <family>Doe</family>
+        <age>21</age>
+        <gender>Male</gender>
+        <final_grade>87</final_grade>
+    </student>
+    <student>
+        <name>Jane</name>
+        <family>Smith</family>
+        <age>19</age>
+        <gender>Female</gender>
+        <final_grade>95</final_grade>
+    </student>
+    <student>
+        <name>Tom</name>
+        <family>Lee</family>
+        <age>20</age>
+        <gender>Male</gender>
+        <final_grade>78</final_grade>
+    </student>
+ </students>
+
+در این مثال اطلاعات مربوط به سه دانش آموز سازماندهی شده است. XML از elementهای تودرتو ایجاد می‌گردد، هر element شروع ``<element_name>`` و پایان ``<element_name/>`` مشخصی دارد و می‌تواند حاوی یک داده یا یک (یا چند - لیست) element دیگر باشد. فضاهای خالی و نظم تورفتگی‌ها اهمیتی ندارد و تنها برای خوانایی بیشتر استفاده شده است.
+
+در پایتون می‌توان به سادگی با استفاده از ماژول ``xml.etree.ElementTree`` [`اسناد پایتون <https://docs.python.org/3/library/xml.etree.elementtree.html>`__] از کتابخانه استاندارد آن، با این نوع فایل کار کرد. البته ابزارهای دیگری نیز توسط دیگر کاربران پایتون توسعه داده شده است که در صورت نیاز یا علاقه می‌توانید با کمی جستجو آنها را بیابید.
+
+.. _file-formats-csv: 
+
+CSV
+~~~~~~
+
+ساختار Comma-Separated Values یا CSV [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Comma-separated_values>`__] داده‌ها را مانند یک جدول سازماندهی می‌کند که داده‌های موجود در هر سطر آن با استفاده از یک کاراکتر کاما یا ``,`` از یکدیگر تفکیک شده‌اند. این ساختار در موارد ذخیره اطلاعات یا گزارش‌ها بر روی فایل بسیار رایج است. به نمونه فایل زیر توجه نمایید::
+
+    name,family,age,gender,final_grade
+    John,Doe,21,Male,87
+    Jane,Smith,19,Female,95
+    Tom,Lee,20,Male,78
+
+سطر یکم، سرآیند (Header) اختیاری است. 
+
+در پایتون می‌توان به سادگی با استفاده از ماژول ``csv`` [`اسناد پایتون <https://docs.python.org/3/library/csv.html>`__] از کتابخانه استاندارد آن، با این نوع فایل کار کرد. البته ابزارهای دیگری نیز توسط دیگر کاربران پایتون توسعه داده شده است که در صورت نیاز یا علاقه می‌توانید با کمی جستجو آنها را بیابید.
+
+
+.. _file-formats-json: 
+
+JSON
+~~~~~~
+
+ساختار JavaScript Object Notation  یا JSON [`ویکی‌پدیا <https://en.wikipedia.org/wiki/JSON>`__] در تبادل داده بسیار رایج است. به خصوص در پیاده‌سازی سرویس‌ها [`REST API <https://restfulapi.net/>`__]. این ساختار، داده‌ها را به شکل **کلید:مقدار** سازماندهی می‌کند و کاملا شبیه به ساختار شی دیکشنری در پایتون است. به نمونه فایل زیر توجه نمایید::
+
+
+ [
+    {
+        "name": "John",
+        "family": "Doe",
+        "age": 21,
+        "gender": "Male",
+        "final_grade": 87
+    },
+    {
+        "name": "Jane",
+        "family": "Smith",
+        "age": 19,
+        "gender": "Female",
+        "final_grade": 95
+    },
+    {
+        "name": "Tom",
+        "family": "Lee",
+        "age": 20,
+        "gender": "Male",
+        "final_grade": 78
+    }
+ ]
+
+همانطور که مشاهده می‌شود، هر بخش JSON کاملا شبیه به یک شی دیکشنری در پایتون است و در حالت لیست نیز مانند همان یک لیست از اشیا دیکشنری می‌باشد.
+
+
+در پایتون می‌توان به سادگی با استفاده از ماژول ``json`` [`اسناد پایتون <https://docs.python.org/3/library/json.html>`__] از کتابخانه استاندارد آن، با این نوع فایل کار کرد. البته ابزارهای دیگری نیز توسط دیگر کاربران پایتون توسعه داده شده است که در صورت نیاز یا علاقه می‌توانید با کمی جستجو آنها را بیابید.
 
 
 |
@@ -794,6 +729,4 @@
 
 :emoji-size:`😊` امیدوارم مفید بوده باشه
 
-`لطفا دیدگاه و سوال‌های مرتبط با این درس خود را در کدرز مطرح نمایید. <http://coderz.ir/python-tutorial-input-output/>`_
-
 

From 29f076375c6aa1ab9421d0d809fe71d4ba739b3c Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Thu, 27 Apr 2023 00:31:29 +0330
Subject: [PATCH 54/79] renamed l10 file

---
 source/_static/sitemap-index.xml                                | 2 +-
 source/index.rst                                                | 2 +-
 ...on-in-python.rst => l10-input-print-and-files-in-python.rst} | 0
 3 files changed, 2 insertions(+), 2 deletions(-)
 rename source/lessons/{l10-input-file-json-and-serialization-in-python.rst => l10-input-print-and-files-in-python.rst} (100%)

diff --git a/source/_static/sitemap-index.xml b/source/_static/sitemap-index.xml
index 5aef116..d27fb35 100644
--- a/source/_static/sitemap-index.xml
+++ b/source/_static/sitemap-index.xml
@@ -70,7 +70,7 @@
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.ir/lessons/l10-input-file-json-and-serialization-in-python.html</loc>
+  <loc>https://python.coderz.ir/lessons/l10-input-print-and-files-in-python.html</loc>
   <lastmod>2023-04-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
diff --git a/source/index.rst b/source/index.rst
index 9a6b70d..a32148e 100644
--- a/source/index.rst
+++ b/source/index.rst
@@ -41,7 +41,7 @@
    lessons/l08-list-and-tuple-in-python
    lessons/l08-set-and-dict-in-python
    lessons/l09-control-flow-statements-in-python
-   lessons/l10-input-file-json-and-serialization-in-python
+   lessons/l10-input-print-and-files-in-python
    lessons/l11
    lessons/l12
    lessons/l13
diff --git a/source/lessons/l10-input-file-json-and-serialization-in-python.rst b/source/lessons/l10-input-print-and-files-in-python.rst
similarity index 100%
rename from source/lessons/l10-input-file-json-and-serialization-in-python.rst
rename to source/lessons/l10-input-print-and-files-in-python.rst

From 18c538170a109d46fa838144df2eb8788bbbc127 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Thu, 27 Apr 2023 00:34:45 +0330
Subject: [PATCH 55/79] edited changelog

---
 source/changelog.rst | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/source/changelog.rst b/source/changelog.rst
index 28c2c6f..152fb7a 100644
--- a/source/changelog.rst
+++ b/source/changelog.rst
@@ -14,7 +14,7 @@
 
 .. raw:: html
 
-    <p class="rubric" id="00135" ><a class="reference external" href="#00135">00135</a> - ]چهارشنبه ۶ اردیبهشت ۱۴۰۲</p>
+    <p class="rubric" id="00135" ><a class="reference external" href="#00135">00135</a> - چهارشنبه ۶ اردیبهشت ۱۴۰۲</p>
 
 * درس دهم ویرایش و بروزرسانی گردید.
 * بخش «ساختارهای ذخیره و تبادل داده» به درس دهم اضافه شد.

From f5d9cbaf5d28ea12fe43e135f953b0975b0cf83f Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Thu, 27 Apr 2023 20:56:54 +0330
Subject: [PATCH 56/79] edited l11

---
 source/_static/sitemap-index.xml              |  4 ++--
 source/index.rst                              |  2 +-
 ...11.rst => l11-python-standard-library.rst} | 19 ++++++++++---------
 3 files changed, 13 insertions(+), 12 deletions(-)
 rename source/lessons/{l11.rst => l11-python-standard-library.rst} (94%)

diff --git a/source/_static/sitemap-index.xml b/source/_static/sitemap-index.xml
index d27fb35..e3464eb 100644
--- a/source/_static/sitemap-index.xml
+++ b/source/_static/sitemap-index.xml
@@ -75,8 +75,8 @@
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.ir/lessons/l11.html</loc>
-  <lastmod>2021-03-17T17:10:25+00:00</lastmod>
+  <loc>https://python.coderz.ir/lessons/l11-python-standard-library.html</loc>
+  <lastmod>2023-04-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
diff --git a/source/index.rst b/source/index.rst
index a32148e..64b93d0 100644
--- a/source/index.rst
+++ b/source/index.rst
@@ -42,7 +42,7 @@
    lessons/l08-set-and-dict-in-python
    lessons/l09-control-flow-statements-in-python
    lessons/l10-input-print-and-files-in-python
-   lessons/l11
+   lessons/l11-python-standard-library
    lessons/l12
    lessons/l13
    lessons/l14
diff --git a/source/lessons/l11.rst b/source/lessons/l11-python-standard-library.rst
similarity index 94%
rename from source/lessons/l11.rst
rename to source/lessons/l11-python-standard-library.rst
index bf923ed..68ef0a7 100644
--- a/source/lessons/l11.rst
+++ b/source/lessons/l11-python-standard-library.rst
@@ -1,11 +1,10 @@
 .. role:: emoji-size
 
 .. meta::
-   :description: کتاب آموزش زبان برنامه نویسی پایتون به فارسی، آموزش بخشی از کتابخانه استاندارد پایتون، آموزش ماژول math پایتون، آموزش ماژول‌های os و os.path پایتون
-   :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, انواع شی, انواع داده, پایتون
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس یازدهم: کتابخانه استاندارد پایتون
 
 
-درس ۱۱: ماژول‌های math (تابع‌های ریاضی) و os (ارتباط با  سیستم‌عامل) پایتون
+درس ۱۱: کتابخانه استاندارد پایتون
 ============================================================================
 
 .. figure:: /_static/pages/11-python-os-path-math.jpg
@@ -15,12 +14,13 @@
 
     Photo by `Yousef Espanioly <https://unsplash.com/photos/L6g30JaQ5Tc>`__
 
-کتابخانه استاندارد پایتون مجموعه‌ وسیعی از امکانات آماده است که با نصب پایتون در اختیار قرار می‌گیرد. فهرست کامل این امکانات را می‌توانید از نشانی‌های `(پایتون 2x) <https://docs.python.org/2/library/>`_  و `(پایتون 3x) <https://docs.python.org/3/library/>`_ مشاهده نمایید. لازم به یادآوری است که بخشی بزرگی از قدرت پایتون به دلیل وجود کتابخانه‌های فراوان و قدرتمند آن است که تعداد زیادی از آن‌ها خارج کتابخانه استاندارد پایتون و درون جامعه کاربری در حال توسعه هستند که فهرست تقریبا کاملی از آن‌ها نیز توسط `PyPI <https://pypi.python.org/pypi>`_ قابل جستجو و دریافت هستند.
 
-این درس به عنوان آخرین درس از سطح مقدماتی کتاب به بررسی بخشی از امکان‌های کاربردی این کتابخانه اختصاص یافته است که البته ممکن است در طول درس‌های گذشته از آن‌ها استفاده کرده باشیم!.
+کتابخانه استاندارد پایتون مجموعه‌ وسیعی از امکانات آماده است که با نصب بسته نرم‌افزاری پایتون (درس دوم) در اختیار قرار می‌گیرد. تمام تابع‌ها و ماژول‌هایی که تاکنون با آن آشنا شده‌ایم، بخشی از این کتابخانه هستند. فهرست کامل ابزارهای ارایه شده توسط این کتابخانه را می‌توانید از نشانی‌ [`The Python Standard Library <https://docs.python.org/3/library/>`_] مشاهده نمایید. 
 
+لازم به یادآوری است که بخشی بزرگی از قدرت پایتون به دلیل وجود کتابخانه‌های فراوان و قدرتمند آن است که تعداد زیادی از آن‌ها خارج کتابخانه استاندارد پایتون و درون جامعه کاربری در حال توسعه هستند که فهرست تقریبا کاملی از آن‌ها نیز توسط `PyPI <https://pypi.python.org/pypi>`_ قابل جستجو و دریافت هستند.
 
 
+این درس به عنوان آخرین درس از سطح مقدماتی کتاب به بررسی بخشی از امکان‌های کاربردی این کتابخانه اختصاص یافته است که البته ممکن است در طول درس‌های گذشته از آن‌ها استفاده کرده باشیم!. پیش‌تر کمی با ماژول ``sys`` آشنا شده‌ایم، در این درس به بررسی سه ماژول کاربردی دیگر خواهیم پرداخت. ماژول‌های مهم دیگری نیز طی دروس آینده بررسی خواهند شد (مانند: ``re`` و ``datetime``).
 
 
 
@@ -128,7 +128,10 @@ math
     4
     >>> 
 
-* ``(math.fabs(x``: همانند تابع آماده ``()abs`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#abs>`__] مقدار قدر مطلق (`ویکی‌پدیا <https://en.wikipedia.org/wiki/Absolute_value>`__) عدد ``x`` را برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/math.html#math.fabs>`__]::
+* ``(math.fabs(x``: همانند تابع آماده ``()abs`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#abs>`__] مقدار قدر مطلق (`ویکی‌پدیا <https://en.wikipedia.org/wiki/Absolute_value>`__) عدد ``x`` را برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/math.html#math.fabs>`__].
+
+ تابع آماده ``abs`` بدون نیاز به import همواره قابل استفاده است و خروجی آن بر اساس نوع داده ورودی می‌تواند صحیح یا ممیز شناور باشد. ولی 
+ تابع ``(math.fabs(x`` برای کار با داده های float طراحی شده است و خروجی آن همواره یک عدد ممیز شناور است::
 
     >>> import math
 
@@ -178,7 +181,7 @@ math
       0.30102999566398114
       >>> 
 
-  برای سادگی استفاده در محاسبه‌های ریاضی دو تابع ``(log10(x`` [`اسناد پایتون <http://docs.python.org/3/library/math.html#math.log10>`__] - محاسبه لگاریتم عدد x در پایه عدد 10 - و ``(log2(x`` [`اسناد پایتون <http://docs.python.org/3/library/math.html#math.log2>`__] - محاسبه لگاریتم عدد x در پایه عدد 2؛ که از نسخه 3.3 به بعد اضافه شده است - نیز در دسترس هستند::
+  برای سادگی استفاده در محاسبه‌های ریاضی دو تابع ``(log10(x`` [`اسناد پایتون <http://docs.python.org/3/library/math.html#math.log10>`__] - محاسبه لگاریتم عدد x در پایه عدد 10 - و ``(log2(x`` [`اسناد پایتون <http://docs.python.org/3/library/math.html#math.log2>`__] - محاسبه لگاریتم عدد x در پایه عدد 2؛ که از **نسخه 3.3** به بعد اضافه شده است - نیز در دسترس هستند::
 
       >>> math.log10(100)
       2.0
@@ -837,6 +840,4 @@ os.path
 
 :emoji-size:`😊` امیدوارم مفید بوده باشه
 
-`لطفا دیدگاه و سوال‌های مرتبط با این درس خود را در کدرز مطرح نمایید. <http://www.coderz.ir/python-tutorial-library-math-os-path/>`_
-
 

From 151b3b98b1745f9fb6cd1246280ae2e51511a694 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Thu, 27 Apr 2023 21:22:42 +0330
Subject: [PATCH 57/79] added practice to l10

---
 source/_static/practice/students.csv          | 31 +++++++++++++++++++
 .../l10-input-print-and-files-in-python.rst   |  8 +++++
 2 files changed, 39 insertions(+)
 create mode 100644 source/_static/practice/students.csv

diff --git a/source/_static/practice/students.csv b/source/_static/practice/students.csv
new file mode 100644
index 0000000..2798f55
--- /dev/null
+++ b/source/_static/practice/students.csv
@@ -0,0 +1,31 @@
+ID,Name,Age,Gender,Grade
+1,Alice,21,Female,89
+2,Kevin,19,Male,79
+3,Emily,19,Female,91
+4,Linda,20,Female,93
+5,David,19,Male,76
+6,Sophia,20,Female,97
+7,Mike,20,Male,84
+8,Sarah,20,Female,95
+9,Jack,18,Male,83
+10,Olivia,19,Female,94
+11,Mark,19,Male,82
+12,Kim,20,Female,96
+13,Sam,20,Male,75
+14,George,19,Male,77
+15,Ben,18,Male,72
+16,Chloe,19,Female,90
+17,Ella,21,Female,84
+18,Harry,18,Non-binary,81
+19,Peter,20,Male,77
+20,Pat,19,Genderqueer,91
+21,Alice,21,Female,89
+22,Linda,20,Female,93
+23,John,18,Male,85
+24,Ava,19,Female,98
+25,Tom,18,Male,80
+26,Grace,21,Female,88
+27,Sophia,20,Female,97
+28,Jane,19,Female,92
+29,Emma,21,Female,86
+30,Bob,20,Male,78
diff --git a/source/lessons/l10-input-print-and-files-in-python.rst b/source/lessons/l10-input-print-and-files-in-python.rst
index 9775a05..2ed19c2 100644
--- a/source/lessons/l10-input-print-and-files-in-python.rst
+++ b/source/lessons/l10-input-print-and-files-in-python.rst
@@ -723,6 +723,14 @@ JSON
 در پایتون می‌توان به سادگی با استفاده از ماژول ``json`` [`اسناد پایتون <https://docs.python.org/3/library/json.html>`__] از کتابخانه استاندارد آن، با این نوع فایل کار کرد. البته ابزارهای دیگری نیز توسط دیگر کاربران پایتون توسعه داده شده است که در صورت نیاز یا علاقه می‌توانید با کمی جستجو آنها را بیابید.
 
 
+.. admonition:: تمرین
+    
+    فایل [`students.csv </_static/practice/students.csv>`__]  را دانلود نمایید. این یک فایل CSV حاوی اطلاعات دانش آموزان یک کلاس است. بدون استفاده از ماژول ``csv`` پایتون و تنها با تکیه بر آنچه آموخته‌اید، یک برنامه بنویسید که این فایل را پردازش و میانگین نمرات دانش آموزان دختر (Female) این کلاس را محاسبه کند.
+       
+
+    ** یادآوری: تابع ``open`` ، حلقه ``for`` ، دستورهای انتخاب مانند ``if`` و متد ``split`` از شی رشته
+
+
 |
 
 ----

From e65aa99ca94df9bff08d3965e5da792f7c773b0c Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Thu, 27 Apr 2023 21:32:35 +0330
Subject: [PATCH 58/79] edited l11

---
 source/lessons/l07-string-and-bytes-in-python.rst | 2 +-
 source/lessons/l11-python-standard-library.rst    | 7 ++++++-
 2 files changed, 7 insertions(+), 2 deletions(-)

diff --git a/source/lessons/l07-string-and-bytes-in-python.rst b/source/lessons/l07-string-and-bytes-in-python.rst
index 56c640a..f5e51f5 100644
--- a/source/lessons/l07-string-and-bytes-in-python.rst
+++ b/source/lessons/l07-string-and-bytes-in-python.rst
@@ -117,7 +117,7 @@
 .. _python-string-sequence: 
 
 رشته به عنوان دنباله‌ (Sequence)
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~``
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
 برخی از انواع شی پایتون به مانند رشته، توپِل (tuple)، لیست (list) و... با عنوان **دنباله** (Sequence) نیز شناخته می‌شوند. دنباله ویژگی‌هایی دارد که در اینجا به کمک نوع رشته بررسی خواهیم کرد. رشته در واقع یک **دنباله** از کاراکترهاست در نتیجه می‌توان هر یک از اعضای این دنباله را با استفاده از اندیس (Index) موقعیت آن، دستیابی نمود؛ اندیس اعضا از سمت چپ با عدد صفر شروع و به سمت راست یک واحد یک واحد افزایش می‌یابد. به عنوان نمونه برای شی ``'Python Strings'`` می‌توانیم شمای اندیس‌گذاری را به صورت پایین در نظر بگیریم::
 
diff --git a/source/lessons/l11-python-standard-library.rst b/source/lessons/l11-python-standard-library.rst
index 68ef0a7..78a1fc7 100644
--- a/source/lessons/l11-python-standard-library.rst
+++ b/source/lessons/l11-python-standard-library.rst
@@ -4,6 +4,8 @@
    :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس یازدهم: کتابخانه استاندارد پایتون
 
 
+.. _lesson-11: 
+
 درس ۱۱: کتابخانه استاندارد پایتون
 ============================================================================
 
@@ -34,7 +36,7 @@
 
 ----
 
-
+.. _python-math: 
 
 math
 ------
@@ -250,6 +252,8 @@ math
 * توابع هذلولی (Hyperbolic functions) [`اسناد پایتون <http://docs.python.org/3/library/math.html#hyperbolic-function>`__]:  ``(cosh(x`` و ``(sinh(x`` و ``(tanh(x`` و ``(acosh(x`` و ``(asinh(x`` و ``(atanh(x``.
 
 
+.. _python-os: 
+
 os
 -----
 این ماژول امکان استفاده از برخی قابلیت‌های وابسته به سیستم عامل را فراهم می‌آورد؛ مانند گرفتن مسیر دایرکتوری برنامه [`اسناد پایتون <http://docs.python.org/3/library/os.html>`_]. برخی از تابع‌های موجود در این ماژول به شرح پایین است:
@@ -499,6 +503,7 @@ os
     /home 
 
 
+.. _python-os-path: 
 
 os.path
 --------

From eceb2d6e8fa257da2c44556865752b649f7e0732 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Thu, 27 Apr 2023 21:35:19 +0330
Subject: [PATCH 59/79] edited changelog

---
 source/changelog.rst | 10 ++++++++++
 1 file changed, 10 insertions(+)

diff --git a/source/changelog.rst b/source/changelog.rst
index 152fb7a..f50a672 100644
--- a/source/changelog.rst
+++ b/source/changelog.rst
@@ -12,6 +12,16 @@
 =============
 
 
+.. raw:: html
+
+    <p class="rubric" id="00136" ><a class="reference external" href="#00136">00136</a> - پنج‌شنبه ۷ اردیبهشت ۱۴۰۲</p>
+
+* درس یازدهم ویرایش و بروزرسانی گردید.
+* [`Issue #61 <https://github.com/saeiddrv/PythonPersianTutorial/issues/61>`__]
+
+
+----
+
 .. raw:: html
 
     <p class="rubric" id="00135" ><a class="reference external" href="#00135">00135</a> - چهارشنبه ۶ اردیبهشت ۱۴۰۲</p>

From b1be6ef0cd10e8c9947673a8c0247b99422acd49 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Fri, 28 Apr 2023 17:28:36 +0330
Subject: [PATCH 60/79] edited (l12, l13 and l14)

---
 .../{ => lessons}/l02-add-path-on-windows.png | Bin
 .../l02-install-python-on-windows.png         | Bin
 .../_static/{ => lessons}/l03-interpreter.png | Bin
 .../l05-Inheritance-Hierarchy-Sample.png      | Bin
 .../l05-car-class-object-sample.jpg           | Bin
 .../{ => lessons}/l05-car-class-sample.jpg    | Bin
 .../{ => lessons}/l05-has-a-Sample.png        | Bin
 .../_static/{ => lessons}/l06-c-variable.png  | Bin
 .../l06-python-Indentation-block.png          | Bin
 .../{ => lessons}/l06-python-variable-01.png  | Bin
 .../l08-python-list-assignment-01.png         | Bin
 .../l08-python-list-assignment-02.png         | Bin
 .../l12-nested-namespaces-python.jpg}         | Bin
 .../l12-python-passing-arguments-01.png       | Bin
 .../l12-python-passing-arguments-02.png       | Bin
 .../{ => lessons}/l14-factorial-relation.png  | Bin
 .../{ => lessons}/l14-fibonacci-relation.png  | Bin
 .../{ => lessons}/l18-python-mro-diamond.png  | Bin
 .../{ => lessons}/l18-python-mro-example.png  | Bin
 .../l18-python-oop-inheritance.jpg            | Bin
 .../l19-python-metaclass-type.jpg             | Bin
 .../l23-python-exception-hierarchy.png        | Bin
 .../l24-python-assertion-flowchart.png        | Bin
 ...24-python-exception-hierarchy-warnings.png | Bin
 source/_static/sitemap-index.xml              |  12 ++--
 source/index.rst                              |   6 +-
 source/lessons/l02-setup-python.rst           |   4 +-
 .../l03-create-and-run-a-python-project.rst   |   2 +-
 .../l05-object-oriented-programming.rst       |   8 +--
 source/lessons/l06-python-syntax.rst          |   6 +-
 .../lessons/l08-list-and-tuple-in-python.rst  |   4 +-
 .../{l12.rst => l12-function-in-python.rst}   |  38 ++++++-----
 ...ator-and-lambda-with-python-functions.rst} |  60 ++++++------------
 ...e-functions-and-memoization-in-python.rst} |  28 +++-----
 source/lessons/l18.rst                        |   6 +-
 source/lessons/l19.rst                        |   2 +-
 source/lessons/l23.rst                        |   2 +-
 source/lessons/l24.rst                        |   4 +-
 38 files changed, 81 insertions(+), 101 deletions(-)
 rename source/_static/{ => lessons}/l02-add-path-on-windows.png (100%)
 rename source/_static/{ => lessons}/l02-install-python-on-windows.png (100%)
 rename source/_static/{ => lessons}/l03-interpreter.png (100%)
 rename source/_static/{ => lessons}/l05-Inheritance-Hierarchy-Sample.png (100%)
 rename source/_static/{ => lessons}/l05-car-class-object-sample.jpg (100%)
 rename source/_static/{ => lessons}/l05-car-class-sample.jpg (100%)
 rename source/_static/{ => lessons}/l05-has-a-Sample.png (100%)
 rename source/_static/{ => lessons}/l06-c-variable.png (100%)
 rename source/_static/{ => lessons}/l06-python-Indentation-block.png (100%)
 rename source/_static/{ => lessons}/l06-python-variable-01.png (100%)
 rename source/_static/{ => lessons}/l08-python-list-assignment-01.png (100%)
 rename source/_static/{ => lessons}/l08-python-list-assignment-02.png (100%)
 rename source/_static/{nested-namespaces-python.jpg => lessons/l12-nested-namespaces-python.jpg} (100%)
 rename source/_static/{ => lessons}/l12-python-passing-arguments-01.png (100%)
 rename source/_static/{ => lessons}/l12-python-passing-arguments-02.png (100%)
 rename source/_static/{ => lessons}/l14-factorial-relation.png (100%)
 rename source/_static/{ => lessons}/l14-fibonacci-relation.png (100%)
 rename source/_static/{ => lessons}/l18-python-mro-diamond.png (100%)
 rename source/_static/{ => lessons}/l18-python-mro-example.png (100%)
 rename source/_static/{ => lessons}/l18-python-oop-inheritance.jpg (100%)
 rename source/_static/{ => lessons}/l19-python-metaclass-type.jpg (100%)
 rename source/_static/{ => lessons}/l23-python-exception-hierarchy.png (100%)
 rename source/_static/{ => lessons}/l24-python-assertion-flowchart.png (100%)
 rename source/_static/{ => lessons}/l24-python-exception-hierarchy-warnings.png (100%)
 rename source/lessons/{l12.rst => l12-function-in-python.rst} (94%)
 rename source/lessons/{l13.rst => l13-decorator-generator-and-lambda-with-python-functions.rst} (91%)
 rename source/lessons/{l14.rst => l14-recursive-functions-and-memoization-in-python.rst} (96%)

diff --git a/source/_static/l02-add-path-on-windows.png b/source/_static/lessons/l02-add-path-on-windows.png
similarity index 100%
rename from source/_static/l02-add-path-on-windows.png
rename to source/_static/lessons/l02-add-path-on-windows.png
diff --git a/source/_static/l02-install-python-on-windows.png b/source/_static/lessons/l02-install-python-on-windows.png
similarity index 100%
rename from source/_static/l02-install-python-on-windows.png
rename to source/_static/lessons/l02-install-python-on-windows.png
diff --git a/source/_static/l03-interpreter.png b/source/_static/lessons/l03-interpreter.png
similarity index 100%
rename from source/_static/l03-interpreter.png
rename to source/_static/lessons/l03-interpreter.png
diff --git a/source/_static/l05-Inheritance-Hierarchy-Sample.png b/source/_static/lessons/l05-Inheritance-Hierarchy-Sample.png
similarity index 100%
rename from source/_static/l05-Inheritance-Hierarchy-Sample.png
rename to source/_static/lessons/l05-Inheritance-Hierarchy-Sample.png
diff --git a/source/_static/l05-car-class-object-sample.jpg b/source/_static/lessons/l05-car-class-object-sample.jpg
similarity index 100%
rename from source/_static/l05-car-class-object-sample.jpg
rename to source/_static/lessons/l05-car-class-object-sample.jpg
diff --git a/source/_static/l05-car-class-sample.jpg b/source/_static/lessons/l05-car-class-sample.jpg
similarity index 100%
rename from source/_static/l05-car-class-sample.jpg
rename to source/_static/lessons/l05-car-class-sample.jpg
diff --git a/source/_static/l05-has-a-Sample.png b/source/_static/lessons/l05-has-a-Sample.png
similarity index 100%
rename from source/_static/l05-has-a-Sample.png
rename to source/_static/lessons/l05-has-a-Sample.png
diff --git a/source/_static/l06-c-variable.png b/source/_static/lessons/l06-c-variable.png
similarity index 100%
rename from source/_static/l06-c-variable.png
rename to source/_static/lessons/l06-c-variable.png
diff --git a/source/_static/l06-python-Indentation-block.png b/source/_static/lessons/l06-python-Indentation-block.png
similarity index 100%
rename from source/_static/l06-python-Indentation-block.png
rename to source/_static/lessons/l06-python-Indentation-block.png
diff --git a/source/_static/l06-python-variable-01.png b/source/_static/lessons/l06-python-variable-01.png
similarity index 100%
rename from source/_static/l06-python-variable-01.png
rename to source/_static/lessons/l06-python-variable-01.png
diff --git a/source/_static/l08-python-list-assignment-01.png b/source/_static/lessons/l08-python-list-assignment-01.png
similarity index 100%
rename from source/_static/l08-python-list-assignment-01.png
rename to source/_static/lessons/l08-python-list-assignment-01.png
diff --git a/source/_static/l08-python-list-assignment-02.png b/source/_static/lessons/l08-python-list-assignment-02.png
similarity index 100%
rename from source/_static/l08-python-list-assignment-02.png
rename to source/_static/lessons/l08-python-list-assignment-02.png
diff --git a/source/_static/nested-namespaces-python.jpg b/source/_static/lessons/l12-nested-namespaces-python.jpg
similarity index 100%
rename from source/_static/nested-namespaces-python.jpg
rename to source/_static/lessons/l12-nested-namespaces-python.jpg
diff --git a/source/_static/l12-python-passing-arguments-01.png b/source/_static/lessons/l12-python-passing-arguments-01.png
similarity index 100%
rename from source/_static/l12-python-passing-arguments-01.png
rename to source/_static/lessons/l12-python-passing-arguments-01.png
diff --git a/source/_static/l12-python-passing-arguments-02.png b/source/_static/lessons/l12-python-passing-arguments-02.png
similarity index 100%
rename from source/_static/l12-python-passing-arguments-02.png
rename to source/_static/lessons/l12-python-passing-arguments-02.png
diff --git a/source/_static/l14-factorial-relation.png b/source/_static/lessons/l14-factorial-relation.png
similarity index 100%
rename from source/_static/l14-factorial-relation.png
rename to source/_static/lessons/l14-factorial-relation.png
diff --git a/source/_static/l14-fibonacci-relation.png b/source/_static/lessons/l14-fibonacci-relation.png
similarity index 100%
rename from source/_static/l14-fibonacci-relation.png
rename to source/_static/lessons/l14-fibonacci-relation.png
diff --git a/source/_static/l18-python-mro-diamond.png b/source/_static/lessons/l18-python-mro-diamond.png
similarity index 100%
rename from source/_static/l18-python-mro-diamond.png
rename to source/_static/lessons/l18-python-mro-diamond.png
diff --git a/source/_static/l18-python-mro-example.png b/source/_static/lessons/l18-python-mro-example.png
similarity index 100%
rename from source/_static/l18-python-mro-example.png
rename to source/_static/lessons/l18-python-mro-example.png
diff --git a/source/_static/l18-python-oop-inheritance.jpg b/source/_static/lessons/l18-python-oop-inheritance.jpg
similarity index 100%
rename from source/_static/l18-python-oop-inheritance.jpg
rename to source/_static/lessons/l18-python-oop-inheritance.jpg
diff --git a/source/_static/l19-python-metaclass-type.jpg b/source/_static/lessons/l19-python-metaclass-type.jpg
similarity index 100%
rename from source/_static/l19-python-metaclass-type.jpg
rename to source/_static/lessons/l19-python-metaclass-type.jpg
diff --git a/source/_static/l23-python-exception-hierarchy.png b/source/_static/lessons/l23-python-exception-hierarchy.png
similarity index 100%
rename from source/_static/l23-python-exception-hierarchy.png
rename to source/_static/lessons/l23-python-exception-hierarchy.png
diff --git a/source/_static/l24-python-assertion-flowchart.png b/source/_static/lessons/l24-python-assertion-flowchart.png
similarity index 100%
rename from source/_static/l24-python-assertion-flowchart.png
rename to source/_static/lessons/l24-python-assertion-flowchart.png
diff --git a/source/_static/l24-python-exception-hierarchy-warnings.png b/source/_static/lessons/l24-python-exception-hierarchy-warnings.png
similarity index 100%
rename from source/_static/l24-python-exception-hierarchy-warnings.png
rename to source/_static/lessons/l24-python-exception-hierarchy-warnings.png
diff --git a/source/_static/sitemap-index.xml b/source/_static/sitemap-index.xml
index e3464eb..400ba4c 100644
--- a/source/_static/sitemap-index.xml
+++ b/source/_static/sitemap-index.xml
@@ -80,18 +80,18 @@
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.ir/lessons/l12.html</loc>
-  <lastmod>2021-03-17T17:10:25+00:00</lastmod>
+  <loc>https://python.coderz.ir/lessons/l12-function-in-python.html</loc>
+  <lastmod>2023-04-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.ir/lessons/l13.html</loc>
-  <lastmod>2021-03-17T17:10:25+00:00</lastmod>
+  <loc>https://python.coderz.ir/lessons/l13-decorator-generator-and-lambda-with-python-functions.html</loc>
+  <lastmod>2023-04-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.ir/lessons/l14.html</loc>
-  <lastmod>2021-03-17T17:10:25+00:00</lastmod>
+  <loc>https://python.coderz.ir/lessons/l14-recursive-functions-and-memoization-in-python.html</loc>
+  <lastmod>2023-04-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
diff --git a/source/index.rst b/source/index.rst
index 64b93d0..76db285 100644
--- a/source/index.rst
+++ b/source/index.rst
@@ -43,9 +43,9 @@
    lessons/l09-control-flow-statements-in-python
    lessons/l10-input-print-and-files-in-python
    lessons/l11-python-standard-library
-   lessons/l12
-   lessons/l13
-   lessons/l14
+   lessons/l12-function-in-python
+   lessons/l13-decorator-generator-and-lambda-with-python-functions
+   lessons/l14-recursive-functions-and-memoization-in-python
    lessons/l15
    lessons/l16
    lessons/l17
diff --git a/source/lessons/l02-setup-python.rst b/source/lessons/l02-setup-python.rst
index 449b116..2f9164c 100644
--- a/source/lessons/l02-setup-python.rst
+++ b/source/lessons/l02-setup-python.rst
@@ -62,7 +62,7 @@
 
 در هنگام نصب نسخه‌‌ای که قصد دارید از آن به صورت نسخه‌ پیش‌فرض پایتون خود استفاده نمایید، به این نکته توجه داشته باشید که در مرحله‌ سفارشی‌سازی (Customize) گزینه‌ افزودن خودکار مسیر مفسر پایتون به متغیر Path ویندوز را فعال نمایید (همانند تصویر پایین). در این صورت با وارد کردن دستور ``python`` در خط فرمان ویندوز، مفسر پایتون (این نسخه) فراخوانی می‌شود. برای شروع، با وارد کردن دستور ``python –V`` یا ``python --version`` می‌توانید از نسخه‌ پایتون نصب شده آگاهی یابید:
 
-.. image:: /_static/l02-install-python-on-windows.png
+.. image:: /_static/lessons/l02-install-python-on-windows.png
     :align: center
 
 .. code::
@@ -88,7 +88,7 @@
 مسیر Control Panel > System > Advanced system settings > Advanced را طی کرده و سپس با کلیک بر روی Environment Variables پنجره‌ جدیدی باز می‌گردد که در قسمت System variables آن Path را پیدا و انتخاب نمایید. بر روی Edit در پایین همان پنجره کلیک کرده و عبارت ``;C:\Python34;C:\Python34\Scripts`` (برای نسخه 3.4) را به ابتدای متن موجود در قسمت Variable value پنجره‌ جدید وارد و سپس بر روی دکمه‌ OK کلیک نمایید. :)
 
 
-.. image:: /_static/l02-add-path-on-windows.png
+.. image:: /_static/lessons/l02-add-path-on-windows.png
     :align: center
 
 .. caution::
diff --git a/source/lessons/l03-create-and-run-a-python-project.rst b/source/lessons/l03-create-and-run-a-python-project.rst
index 9a3832b..064be0b 100644
--- a/source/lessons/l03-create-and-run-a-python-project.rst
+++ b/source/lessons/l03-create-and-run-a-python-project.rst
@@ -371,7 +371,7 @@
 زمانی که اقدام به اجرای یک اسکریپت می‌کنید؛ ابتدا، اسکریپت و تمام ماژول‌های ``import`` شده در آن به بایت‌کد کامپایل و سپس بایت‌کد‌های حاصل جهت تفسیر به زبان ماشین و اجرا، به ماشین مجازی فرستاده می‌شوند. آنچه ما از آن به عنوان مفسر پایتون (پیاده‌سازی CPython) یاد می‌کنیم در واقع ترکیبی از یک کامپایلر و یک ماشین مجازی است. تصویر پایین به خوبی روند اجرای کدهای پایتون را نمایش می‌دهد.
 
 
-.. image:: /_static/l03-interpreter.png
+.. image:: /_static/lessons/l03-interpreter.png
     :align: center
     :target: http://trizpug.org/Members/cbc/wyntkap/compiler.html
 
diff --git a/source/lessons/l05-object-oriented-programming.rst b/source/lessons/l05-object-oriented-programming.rst
index 30b9cb5..0d49e61 100644
--- a/source/lessons/l05-object-oriented-programming.rst
+++ b/source/lessons/l05-object-oriented-programming.rst
@@ -64,10 +64,10 @@
 
 برای مثال یک کلاس خودرو ساده را در نظر بگیرید که در آن صفات: رنگ بدنه، ظرفیت باک، بیشینه سرعت و متدهای: راندن، دریافت میزان سوخت، سوخت گیری، تنظیم سرعت، توقف تعریف شده است. در همان ابتدا یعنی زمان نمونه‌سازی می‌توانیم با تنظیم صفات توسط متد سازنده، اشیا هم نوع ولی با صفات متفاوتی را ایجاد نماییم. برای مثال: دو خودروی آبی با ظرفیت باک ۲۰ لیتر و بیشینه سرعت ۸۰ کیلومتر-ساعت یا یک خودروی صورتی با ظرفیت باک ۴۰ لیتر و بیشینه سرعت ۱۶۰ کیلومتر-ساعت که البته هر سه آن‌ها تمام متدهای کلاس را در خود دارند:
 
-.. image:: /_static/l05-car-class-sample.jpg
+.. image:: /_static/lessons/l05-car-class-sample.jpg
     :align: center
 
-.. image:: /_static/l05-car-class-object-sample.jpg
+.. image:: /_static/lessons/l05-car-class-object-sample.jpg
     :align: center
 
 
@@ -97,7 +97,7 @@
 
 کلاس‌ها می‌توانند مستقل باشند ولی هنگامی که وارد رابطه‌های وراثت می‌شوند، یک ساختار سلسله مراتب (Hierarchy) به شکل درخت را تشکیل می‌دهند. برای نمونه به ساختار سلسله مراتب وراثت پایین که مربوط به برخی اشکال هندسی است توجه نمایید، پیکان‌ها نشانگر نسبت is-a هستند.
 
-.. image:: /_static/l05-Inheritance-Hierarchy-Sample.png
+.. image:: /_static/lessons/l05-Inheritance-Hierarchy-Sample.png
     :align: center
 
 
@@ -109,7 +109,7 @@
 
 در برنامه‌نویسی شی‌گرا نسبت دیگری نیز با عنوان «نسبت **دارد-یک**» (HAS-A Relationship) وجود دارد که بیانگر مفهومی به نام «**ترکیب**» (Composition) است که شکل دیگری از قابلیت استفاده مجدد کد می‌باشد ولی مفهومی متفاوت با وراثت دارد. این نسبت زمانی بیان می‌شود که درون یک کلاس (مانند: C) از کلاس دیگری (مانند: D) نمونه‌سازی شده باشد؛ یعنی شی کلاس C درون خودش شی‌ای از کلاس D را داشته باشد؛ در این حالت می‌گوییم: C has a D. به یاد دارید خواندیم کلاس کارخانه خودروسازی با هماهنگ کردن اشیای واحدهای کوچکتر، عملیات خود را تعریف می‌کند. مثلا کلاس موتور - یعنی درون این کلاس یک شی از کلاس موتور ایجاد شده است، اکنون می‌توانیم بگوییم: «خودرو» یک «موتور» دارد.
 
-.. image:: /_static/l05-has-a-Sample.png
+.. image:: /_static/lessons/l05-has-a-Sample.png
     :align: center
 
 
diff --git a/source/lessons/l06-python-syntax.rst b/source/lessons/l06-python-syntax.rst
index e5e9d48..f62c8b1 100644
--- a/source/lessons/l06-python-syntax.rst
+++ b/source/lessons/l06-python-syntax.rst
@@ -206,7 +206,7 @@ Docstring باید به عنوان دستور نخست درج گردد و این
 
 در تصویر پایین به شیوه تورفتگی‌ بلاک‌ها نسبت به سرآیند خود توجه نمایید:
 
-.. image:: /_static/l06-python-Indentation-block.png
+.. image:: /_static/lessons/l06-python-Indentation-block.png
     :align: center
 
 .. tip::
@@ -401,7 +401,7 @@ Docstring باید به عنوان دستور نخست درج گردد و این
 در نمونه کد بالا: دستور ``;int a = 1`` بیان می‌کند که محلی از حافظه به نام ``a`` برای نگهداری اعداد صحیح (integers) در نظر گرفته شود و مقدار ``1`` در آن قرار بگیرد؛ از این پس متغیر ``a`` معرف این نقطه از حافظه می‌باشد (درست به مانند یک جعبه) که اکنون حاوی مقدار ``1`` است (شکل پایین - یک). در ادامه دستور ``;a = 2`` باعث می‌شود مقدار پیشین  متغیر ``a`` حذف (از جعبه خارج) و مقدار جدید یعنی ``2`` در آن قرار داده شود (شکل پایین - دو). توجه داشته باشید که در این دسته زبان‌ها، نوع (type) توسط متغیر تعیین می‌گردد و تلاش برای قرار دادن نوع داده دیگری به غیر از ``int`` در متغیر ``a`` (به مانند ``3.7`` یا ``"string"``) باعث بروز خطا در زمان کامپایل می‌گردد. دستور سوم:‌ ``;int b = a`` در ابتدا باعث ایجاد یک محل جدید در حافظه با نام ``b`` و از نوع همان اعداد صحیح می‌شود و سپس مقدار درون متغیر ``a`` را درون آن کپی می‌کند؛ اکنون دو محل برای نگهداری نوع داده ``int`` در حافظه موجود است که هر دو حاوی مقدار ``2`` می‌باشند (شکل پایین - سه).
 
 
-.. image:: /_static/l06-c-variable.png
+.. image:: /_static/lessons/l06-c-variable.png
     :align: center
 
 .. rubric:: ولی در پایتون:
@@ -420,7 +420,7 @@ Docstring باید به عنوان دستور نخست درج گردد و این
 #. متغیرِ (یا همان نامِ) ``a`` را در جایی دیگر از حافظه ایجاد می‌کند (البته در صورتی که قبلا ایجاد نشده باشد). 
 #. یک پیوند از متغیر ``a`` به شی ``1`` برقرار می‌کند. به این پیوند «ارجاع» (Reference) گفته می‌شود .
 
-.. image:: /_static/l06-python-variable-01.png
+.. image:: /_static/lessons/l06-python-variable-01.png
     :align: center
 
 انتساب شی دیگری (که می‌تواند از هر نوع دیگری باشد) به یک متغیر موجود؛ باعث حذف ارجاع قبلی آن و ارجاع به شی جدید می‌شود. دستور ``a = 2`` باعث ایجاد شی ``2``، حذف ارجاع متغیر ``a`` به شی ``1`` و ایجاد ارجاعی جدید از متغیر ``a`` به شی ``2`` می‌شود. هر متغیر نامی است برای اشاره به یک شی؛ دستور ``b = a`` نیز می‌گوید: یک متغیر جدید با نام ``b`` ایجاد گردد و به همان شی‌ای ارجاع داشته باشد که متغیر ``a`` ارجاع دارد.
diff --git a/source/lessons/l08-list-and-tuple-in-python.rst b/source/lessons/l08-list-and-tuple-in-python.rst
index de66a2c..4a442ec 100644
--- a/source/lessons/l08-list-and-tuple-in-python.rst
+++ b/source/lessons/l08-list-and-tuple-in-python.rst
@@ -333,7 +333,7 @@
     >>> L2
     [7, 2, 3]
 
-.. image:: /_static/l08-python-list-assignment-01.png
+.. image:: /_static/lessons/l08-python-list-assignment-01.png
     :align: center
 
 ولی اگر شی لیست مورد نظر عضوهایی از نوع لیست (یا هر نوع تغییر پذیر دیگر) داشته باشد، مشکل فوق همچنان برای این عضوها باقی است. به نمونه کد و تصویر پایین توجه نمایید::
@@ -363,7 +363,7 @@
 
 
 
-.. image:: /_static/l08-python-list-assignment-02.png
+.. image:: /_static/lessons/l08-python-list-assignment-02.png
     :align: center
 
 در پایتون کپی شی به دو شیوه **«سطحی»** (Shallow Copy) و **«عمیق»** (Deep Copy) انجام می‌شود که به ترتیب توسط تابع‌های ``()copy`` و ``()deepcopy`` از درون ماژول ``copy`` در دسترس هستند [`اسناد پایتون <http://docs.python.org/3/library/copy.html>`__]. در شیوه کپی سطحی همانند کاری که پیش از این انجام دادیدم - یعنی انتساب با استفاده از اندیس ``[:]`` - اشیا داخلی کپی نمی‌شوند و تنها یک ارجاع جدید به آن‌ها داده می‌شود؛ در حالی که توسط شیوه کپی عمیق از تمامی اشیا (تغییر پذیر) داخلی نیز یک کپی ایجاد می‌گردد::
diff --git a/source/lessons/l12.rst b/source/lessons/l12-function-in-python.rst
similarity index 94%
rename from source/lessons/l12.rst
rename to source/lessons/l12-function-in-python.rst
index 5ead167..f29d495 100644
--- a/source/lessons/l12.rst
+++ b/source/lessons/l12-function-in-python.rst
@@ -1,24 +1,25 @@
 .. role:: emoji-size
 
 .. meta::
-   :description: کتاب آموزش زبان برنامه نویسی پایتون به فارسی، آموزش تابع در پایتون، تابع چیست و چه سینتکسی در پایتون دارد؟، آموزش فضانام (Namespaces) و حوزه (scope) در پایتون، تعریف پارامتر و آرگومان در تابع پایتون، چگونگی ارسال آرگومان به تابع پایتون، تطابق آرگومان یا Argument Matching در پایتون چیست؟
-   :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون,تابع, پایتون
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس دوازدهم: تابع در پایتون
 
 
-درس ۱۲: تابع در پایتون: تعریف، ارسال و تطابق آرگومان‌ها
+.. _lesson-12: 
+
+درس ۱۲: تابع در پایتون
 ===========================================================
 
 .. figure:: /_static/pages/12-python-function.jpg
     :align: center
-    :alt: تابع در پایتون: تعریف، ارسال و تطابق آرگومان‌ها
+    :alt: تابع در پایتون
     :class: page-image
 
     Photo by `Josue Isai Ramos Figueroa <https://unsplash.com/photos/qvBYnMuNJ9A>`__
 
-این درس به معرفی مفهوم **تابع (Function)** در زبان برنامه‌نویسی پایتون می‌پردازد.
-
+این درس به معرفی و شرح مفهوم **تابع (Function)** در زبان برنامه‌نویسی پایتون می‌پردازد.
 
 
+شرح تابع بسیار گسترده است و نمی‌تواند تنها محدود به همین درس باشد، بنابراین دروس سیزدهم و چهاردهم نیز برخی از کاربردهای تابع در پایتون را بررسی خواهند کرد.
 
 
 
@@ -33,6 +34,7 @@
 ----
 
 
+.. _introduction-to-function: 
 
 مقدمه
 ------
@@ -43,10 +45,12 @@
 
 مفهوم تابع از علم ریاضی وارد برنامه‌نویسی شده و به معنی ابزاری است که می‌تواند نتیجه (یا خروجی) را بر اساس داده‌های ورودی محاسبه نماید. چنانچه تمام بخش‌های اساسی برنامه با چنین رویکردی توسعه یابد، به این شیوه توسعه «برنامه‌نویسی تابعی» (Functional Programming) گفته می‌شود، شیوه‌ایی که با آن در زبان‌های برنامه‌نویسی همچون Scala ،Scheme ،Lisp و Haskell مواجه هستید. تابع در زبان‌های دیگری همچون C ،Pascal و ++C نیز وجود دارد که البته این زبان‌ها در دسته «برنامه‌نویسی اعلانی» (Imperative programming) قرار دارند و رویکردی که این‌ها نسبت به تابع دارند کاملا متفاوت از چیزی است که در زبان‌های برنامه‌نویسی تابعی وجود دارد. توضیح تفاوت این دو کمی سخت است ولی حتما توسط برنامه‌نویسی با زبان‌های موجود در این دو دسته به آن پی خواهید برد. :)
 
-رویکرد این آموزش به تابع بر اساس برنامه‌نویسی اعلانی است. زبان پایتون قابلیت برنامه‌نویسی تابعی را نیز در کنار رویکردهای دیگر همچون اعلانی یا شی‌گرایی ارایه می‌دهد. برای چگونگی برنامه‌نویسی تابعی با استفاده از زبان پایتون می‌توانید به کتاب Functional Programming in Python  از انتشارات O'Reilly مراجعه نمایید (`دریافت نسخه pdf - رایگان <http://www.oreilly.com/programming/free/functional-programming-python.csp>`__).
+رویکرد این آموزش به تابع بر اساس برنامه‌نویسی اعلانی است. زبان پایتون قابلیت برنامه‌نویسی تابعی را نیز در کنار رویکردهای دیگر همچون اعلانی یا شی‌گرایی ارایه می‌دهد. برای چگونگی برنامه‌نویسی تابعی با استفاده از زبان پایتون می‌توانید به کتاب Functional Programming in Python  از انتشارات O'Reilly مراجعه نمایید (`Functional Programming in Python <http://www.oreilly.com/programming/free/functional-programming-python.csp>`__).
 
 در کنار اصطلاح تابع در برنامه‌نویسی، اصطلاح مشابه دیگری نیز به عنوان «رِوال» (Procedure) وجود دارد. روال و تابع در ساختار شبیه یکدیگر هستند با این تفاوت که روال‌ها مقداری برنمی‌گردانند. در پایتون سینتکسی برای تعریف روال وجود ندارد ولی به توابعی که مقداری برنمی‌گردانند، روال نیز گفته می‌شوند که اشتباه است چرا که توابع در پایتون تحت هر شرایطی یک مقدار برمی‌گردانند حتی اگر این مقدار ``None`` باشد.
 
+.. _python-function-syntax: 
+
 سینتکس
 --------
 
@@ -146,19 +150,22 @@
         """
     
 
+.. _python-namespaces-scope: 
+
 فضاهای نام و حوزه
 ------------------
 
 در هر برنامه پایتون تعداد زیادی نام وجود دارد که برای نمونه می‌توان به: متغیرها، نام توابع، نام کلاس‌ها و... اشاره کرد. بدیهی است که برای شناسایی اشیا لازم است نام‌ها منحصر به فرد باشند، رعایت چنین امری در یک برنامه حتی کوچک کار سختی است. در زبان پایتون برای دسته‌بندی و جلوگیری از تداخل نام‌ها، ساختاری با عنوان «**فضاهای نام**» (**Namespaces**) در نظر گرفته شده است. هر فضا نام بخشی از نام‌های درون برنامه را دربر‌می‌گیرد. به صورت کلی فضاهای نام پایتون در سه سطح تو در توی «محلی» (Local)، «سراسری» (Global) و Built-in به تصویر کشیده می‌شوند:
 
-.. image:: /_static/nested-namespaces-python.jpg
+.. image:: /_static/lessons/l12-nested-namespaces-python.jpg
     :align: center
 
 هر ماژول پایتون یک فضانام سراسری برای خود تشکیل می‌دهد که نسبت به فضا نام دیگر ماژول‌ها ایزوله است. فضانام تمام ماژول‌ها درون فضانام بزرگتری ایجاد می‌گردند که به عنوان فضانام Built-in شناخته می‌شود و نام تمامی توابع آماده مانند ``()open`` که پیش از این استفاده می‌کردیم در این فضا قرار گرفته است. ساختار تو در توی سطوح فضا نام باعث می‌شود که بدون نیاز به import ماژول خاصی در هر جای برنامه به توابع آماده (Built-in) دسترسی داشته باشیم.
 
 هر ماژول می‌تواند شامل تعدادی تابع و کلاس باشد. با فراخوانی هر تابع یک فضانام محلی برای آن تابع، درون فضانام ماژول مربوطه ایجاد می‌گردد و با پایان اجرای تابع نیز از بین می‌رود، در مورد کلاس‌ها هم اتفاق مشابهی رخ می‌دهد. بر همین اساس می‌توانیم درون تابع متغیرهایی متفاوت ولی هم نام با متغیرهای خارج از تابع در ماژول **ایجاد** نماییم چرا که آن‌ها در دو فضانام متفاوت قرار دارند و از طرفی به دلیل داخل بودن فضا نام تابع درون فضا نام ماژول خود، می‌توان به نام‌های خارج از تابع نیز دسترسی داشت.
 
-گفتیم فضا نام ماژول‌ها نسبت به یکدیگر ایزوله هستند. بنابراین برای دسترسی به نام‌های درون ماژول‌های دیگر، ابتدا می‌بایست آن‌ ماژول‌ها را import نماییم که در این صورت با استفاده از نام ماژول - به شکل یک پیشوند - قابل دستیابی هستند. برای نمونه دستیابی نام ``getcwd`` که به یک تابع ارجاع دارد از فضانام ماژول ``os``، در نمونه کد پایین نمایش داده شده است::
+گفتیم فضا نام ماژول‌ها نسبت به یکدیگر ایزوله هستند. بنابراین برای دسترسی به نام‌های درون ماژول‌های دیگر، ابتدا می‌بایست آن‌ ماژول‌ها را import نماییم که در این صورت با استفاده از نام ماژول - به شکل یک پیشوند - قابل دستیابی هستند. برای نمونه دستیابی نام ``getcwd`` که به یک تابع از فضانام ``os`` ارجاع دارد، در نمونه کد پایین نمایش داده شده است::
+
 
     >>> import os
 
@@ -303,6 +310,7 @@
       >>> 
 
 
+.. _python-passing-arguments: 
 
 ارسال آرگومان
 --------------
@@ -346,7 +354,7 @@
 
 *همانطور که در نمونه کد بالا قابل مشاهده است، مقدار متغییر b بدون تغییر باقی مانده است.*
 
-ولی در شیوه by reference به جای ارسال یک کپی از مقدار آرگومان، یک ارجاع (reference) به از آرگومان به تابع ارسال می‌گردد. می‌توان این‌طور در نظر گرفت که پارامتر متناظر در تابع، همان آرگومان در خارج از تابع است. در نتیجه با تغییر مقدار پارامتر متناظر در تابع، مقدار آرگومان در خارج از تابع نیز تغییر می‌کند. به مثال پایتونی پایین توجه نمایید::
+ولی در شیوه by reference به جای ارسال یک کپی از مقدار آرگومان، یک ارجاع (reference) از آرگومان به تابع ارسال می‌گردد. می‌توان این‌طور در نظر گرفت که پارامتر متناظر در تابع، همان آرگومان در خارج از تابع است. در نتیجه با تغییر مقدار پارامتر متناظر در تابع، مقدار آرگومان در خارج از تابع نیز تغییر می‌کند. به مثال پایتونی پایین توجه نمایید::
 
     >>> def f(a):
     ...    a[0] = 3
@@ -362,10 +370,10 @@
 
 و اگر سوال شود که علت تفاوت رفتار در دو مثال قبل چیست؟ باید بدانیم که علت به ماهیت اشیای آرگومان‌های ارسالی مربوط است. ارسال اشیای تغییرناپذیر (Immutable) به مانند انواع بولین، اعداد، رشته و توپِل به تابع، باعث بروز رفتاری مشابه با شیوه by value می‌شود ولی در مورد ارسال اشیای تغییرپذیر (Mutable) به مانند انواع لیست، دیکشنری و مجموعه اینگونه نخواهد بود. به تصاویر پایین توجه نمایید:
 
-.. image:: /_static/l12-python-passing-arguments-01.png
+.. image:: /_static/lessons/l12-python-passing-arguments-01.png
     :align: center
 
-.. image:: /_static/l12-python-passing-arguments-02.png
+.. image:: /_static/lessons/l12-python-passing-arguments-02.png
     :align: center
 
 اشیای تغییرپذیر در پایتون اشیایی هستند که بدون تغییر ``()id‍‍`` آن‌ها، مقدارشان قابل تغییر است. خروجی تابع ``()id‍‍`` برای هر شی بیانگر شناسه منحصر به فرد آن شی است که در واقع نشانی آن در حافظه نیز می‌باشد [`اسناد پایتون <http://docs.python.org/3/library/functions.html#id>`__] - درس پنجم.
@@ -422,6 +430,8 @@
     (2, [3, 4])
 
 
+.. _python-matching-arguments: 
+
 تطابق آرگومان‌ها
 ------------------
 پیش‌تر به لزوم همخوانی تعداد آرگومان‌های ارسالی با پارامترهای موجود در سرآیند تابع اشاره شد::
@@ -702,7 +712,7 @@
 
   **Keyword-Only Arguments** `PEP 3102 <https://www.python.org/dev/peps/pep-3102/>`_
 
-  در پایتون نسخه 2x پس از پارامتر ستاره‌دار، نمی‌توان پارامتر دیگری قرار داد و این امکان تنها در پایتون نسخه 3x امکان‌‌پذیر می‌باشد. باید توجه داشت که در این نسخه‌ (3x) آرگومان نظیر تمامی پارامترهایی که پس از پارامتر ستاره‌دار قرار گرفته‌اند، می‌بایست به صورت **نام=مقدار** ارسال گردند.
+  باید توجه داشت که آرگومان نظیر تمامی پارامترهایی که پس از پارامتر ستاره‌دار قرار گرفته‌اند، می‌بایست به صورت **نام=مقدار** ارسال گردند.
 
 
   تابع با سرآیند ``(def f(a, *b, c`` را در نظر بگیرید. در چنین شرایطی که پارامتر ``a`` با استفاده از موقعیت آن مقدار دهی می‌شود و پارامتر ``b`` هر تعداد آرگومان دیگری را دریافت می‌کند،  دیگر برای ارسال آرگومان به پارامتر ``c`` چاره‌ای جز ذکر نام آن باقی نمی‌ماند! ::
@@ -861,7 +871,5 @@
 
 :emoji-size:`😊` امیدوارم مفید بوده باشه
 
-`لطفا دیدگاه و سوال‌های مرتبط با این درس خود را در کدرز مطرح نمایید. <http://www.coderz.ir/python-tutorial-function/>`_
-
 
 
diff --git a/source/lessons/l13.rst b/source/lessons/l13-decorator-generator-and-lambda-with-python-functions.rst
similarity index 91%
rename from source/lessons/l13.rst
rename to source/lessons/l13-decorator-generator-and-lambda-with-python-functions.rst
index 395111e..b66c724 100644
--- a/source/lessons/l13.rst
+++ b/source/lessons/l13-decorator-generator-and-lambda-with-python-functions.rst
@@ -1,11 +1,12 @@
 .. role:: emoji-size
 
 .. meta::
-   :description: کتاب آموزش زبان برنامه نویسی پایتون به فارسی، آموزش تابع در پایتون، آموزش Decorator و  Generator در پایتون، تعریف Coroutine در پایتون، آموزش مفاهیم List Comprehensions و Generator Expressions در پایتون، آموزش lambda و توابع ناشناس در پایتون
-   :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, تابع, Decorator, پایتون, lambda, Generator, Coroutine
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس سیزدهم: تابع در پایتون - Coroutine ،Generator ،Decorator‌ و lambda
 
 
-درس ۱۳: تابع در پایتون: Coroutine ،Generator ،Decorator‌ و lambda
+.. _lesson-13: 
+
+درس ۱۳: تابع در پایتون: Generator ،Decorator‌ و lambda
 ==================================================================
 
 .. figure:: /_static/pages/13-python-function-decorator-generator-coroutine-lambda.jpg
@@ -15,10 +16,8 @@
 
     Photo by `Bill Oxford <https://unsplash.com/photos/-fGqsewtsJY>`__
 
-این درس در ادامه درس پیش است که به معرفی مواردی از کاربردهای تابع در ایجاد مفاهیمی جدید، مهم و کاربردی در زبان برنامه‌نویسی پایتون می‌پردازد، مفاهیمی همچون Coroutine ،Generator ،Decorator‌ و lambda. مبحث تابع در پایتون با این درس به پایان نمی‌رسد و نکات باقی‌مانده در درس بعدی ارائه می‌شوند.
-
-
 
+این درس در ادامه درس پیش است و به معرفی برخی از کاربردهای تابع در ایجاد مفاهیمی جدید، مهم و کاربردی در زبان برنامه‌نویسی پایتون می‌پردازد، مفاهیمی همچون  Generator ،Decorator‌ و lambda. مبحث تابع در پایتون با این درس به پایان نمی‌رسد و نکات باقی‌مانده در درس بعدی ارائه می‌شوند.
 
 
 
@@ -33,6 +32,7 @@
 ----
 
 
+.. _python-decorator: 
 
 
 Decorator
@@ -279,14 +279,6 @@ Decorator
   >>> 
 
 
-
-
-
-
-
-
-
-
 لطفا به آخرین مثال از بحث Decorator‌ نیز توجه فرمایید. در این مثال زمان اجرای یک تابع را با استفاده از Decorator‌ها محاسبه خواهیم کرد [`منبع <https://realpython.com/primer-on-python-decorators/#a-few-real-world-examples>`__]::
 
   >>> import functools
@@ -320,22 +312,23 @@ Decorator
 
 در این مثال از تابع ``perf_counter`` [`اسناد پایتون <https://docs.python.org/3/library/time.html#time.perf_counter>`__] برای محاسبه فواصل زمانی (time intervals) استفاده شده که تنها از نسخه 3.3 به بعد در دسترس می‌باشد [`اطلاعات تکمیلی <https://stackoverflow.com/a/25787875/8434370>`__].
 
-چنانچه درک کد دستور ``print`` در تابع ``wrapper_timer`` برایتان مبهم است به درس هفتم بخش **f-string** مراجعه نمایید [`درس هفتم f-string </lessons/l07.html#f-string>`__].
+چنانچه درک کد دستور ``print`` در تابع ``wrapper_timer`` برایتان مبهم است به درس هفتم بخش **f-string** مراجعه نمایید [`درس هفتم f-string </lessons/l07-string-and-bytes-in-python.html#f-string>`__].
 
 
+.. _python-generator: 
 
 Generator
 ----------
 
 ژنراتور (مولد) یا همان **Generator‌** ها [`PEP 255 <https://www.python.org/dev/peps/pep-0255/>`__] به توابعی گفته می‌شوند که به منظور ایجاد یک تابع با رفتاری مشابه اشیا ``iterator`` (تکرارکننده - درس نهم) پیاده‌سازی می‌گردند.
 
-هنگام فراخوانی یک تابع معمولی، بدنه تابع اجرا می‌شود تا به یک دستور ``return`` برسد و خاتمه یابد ولی با فراخوانی یک تابع Generator‌، بدنه تابع اجرا نمی‌شود بلکه یک شی ``generator`` برگردانده خواهد شد که  می‌توان با استفاده از متد ``()__next__`` (یا ``()next`` در پایتون 2x) آن، مقادیر مورد انتظار خود را یکی پس از دیگری درخواست داد.
+هنگام فراخوانی یک تابع معمولی، بدنه تابع اجرا می‌شود تا به یک دستور ``return`` برسد و خاتمه یابد ولی با فراخوانی یک تابع Generator‌، بدنه تابع اجرا نمی‌شود بلکه یک شی ``generator`` برگردانده خواهد شد که  می‌توان با استفاده از متد ``()__next__`` آن، مقادیر مورد انتظار خود را یکی پس از دیگری درخواست داد.
 
 عملکرد Generator‌ به صورت **lazy** (کندرو) [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Lazy_evaluation>`__] می‌باشد و داده‌ها را یکجا ذخیره نمی‌کند بلکه آنها را تنها در همان زمانی که درخواست می‌شوند، **تولید** (Generate) می‌کند. بنابراین در هنگام برخورد با مجموعه داده‌های بزرگ، Generator‌ها مدیریت حافظه کارآمدتری دارند و همچنین ما مجبور نیستیم پیش از استفاده از یک دنباله منتظر بمانیم تا تمام مقادیر آن تولید شوند!.
 
 برای ایجاد یک تابع Generator تنها کافی است در یک تابع معمولی از یک یا چند دستور ``yield`` استفاده کنیم. اکنون مفسر پایتون در هنگام فراخوانی چنین تابعی یک شی ``generator`` برمی‌گرداند که توانایی تولید یک **دنباله** (Sequence) از مقادیر (یا شی) برای استفاده در کاربردهای تکرارپذیر را دارد.
 
-سینتکس دستور ``yield`` شبیه دستور ``return`` است ولی با کاربردی متفاوت. این دستور در هر نقطه‌ای از بدنه تابع که باشد،  اجرای برنامه را  در آن نقطه متوقف می‌کند و  ما می‌توانیم با استفاده از متد ``()__next__`` (یا ``()next`` در پایتون 2x) مقدار **yield (حاصل) شده** را دریافت نماییم::
+سینتکس دستور ``yield`` شبیه دستور ``return`` است ولی با کاربردی متفاوت. این دستور در هر نقطه‌ای از بدنه تابع که باشد،  اجرای برنامه را  در آن نقطه متوقف می‌کند و  ما می‌توانیم با استفاده از متد ``()__next__`` مقدار **yield (حاصل) شده** را دریافت نماییم::
 
 
   >>> def a_generator_function():
@@ -388,6 +381,7 @@ Generator
 
 
 
+.. _python-generator-features: 
 
 ویژگی‌های تابع Generator‌
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -396,7 +390,7 @@ Generator
 
 * در زمان فراخوانی تابع Generator‌، تابع اجرا نمی‌شود ولی در عوض یک شی از نوع ``generator`` برای آن تابع برگردانده می‌شود.
 
-* با استفاده از دستور ``yield`` می‌توانیم در هر نقطه‌ای از تابع Generator‌ که بخواهیم توقف ایجاد کنیم و مقدار  **yield (حاصل) شده** را با استفاده از متد ``()__next__`` (یا ``()next`` در پایتون 2x) دریافت نماییم. 
+* با استفاده از دستور ``yield`` می‌توانیم در هر نقطه‌ای از تابع Generator‌ که بخواهیم توقف ایجاد کنیم و مقدار  **yield (حاصل) شده** را با استفاده از متد ``()__next__`` دریافت نماییم. 
 
 * با نخستین فراخوانی متد ``()__next__`` تابع اجرا می‌شود، تا زمانی که به یک دستور ``yield`` برسد. در این زمان  دستور ``yield`` یک نتیجه تولید می‌کند و اجرای تابع متوقف می‌شود. با فراخوانی مجدد  متد ``()__next__`` اجرای تابع از ادامه همان دستور ``yield`` سر گرفته می‌شود.
 
@@ -454,7 +448,7 @@ Generator
 
 
 
-
+.. _python-coroutine: 
 
 در ادامه Coroutine :yield
 ------------------------------------
@@ -487,7 +481,7 @@ Generator
 چگونگی اجرای یک **Coroutine** همانند یک Generator‌ است ولی با این تفاوت که متد ``()send`` نیز برای ارسال مقدار به درون تابع در اختیار است.
 
 
-با فراخوانی تابع Coroutine، بدنه اجرا نمی‌شود بلکه یک شی از نوع Generator‌ برگردانده می‌شود. متد ``()__next__`` (یا ``()next`` در پایتون 2x) اجرای برنامه را به نخستین ``yield`` می‌رساند، در این نقطه تابع در وضعیت تعلیق (Suspend) قرار می‌گیرد و آماده دریافت مقدار است. متد ``()send`` مقدار مورد نظر را به تابع ارسال می‌کند که این مقدار توسط عبارت ``(yield)`` در Coroutine دریافت می‌شود. پس از دریافت مقدار، اجرای Coroutine تا رسیدن به ``yield`` بعدی (در صورت وجود) یا انتهای بدنه تابع ادامه می‌یابد.
+با فراخوانی تابع Coroutine، بدنه اجرا نمی‌شود بلکه یک شی از نوع Generator‌ برگردانده می‌شود. متد ``()__next__`` اجرای برنامه را به نخستین ``yield`` می‌رساند، در این نقطه تابع در وضعیت تعلیق (Suspend) قرار می‌گیرد و آماده دریافت مقدار است. متد ``()send`` مقدار مورد نظر را به تابع ارسال می‌کند که این مقدار توسط عبارت ``(yield)`` در Coroutine دریافت می‌شود. پس از دریافت مقدار، اجرای Coroutine تا رسیدن به ``yield`` بعدی (در صورت وجود) یا انتهای بدنه تابع ادامه می‌یابد.
 
 در بحث Coroutineها برای رهایی از فراخوانی متد ``()__next__`` می‌توان از Decorator‌ها استفاده کرد::
 
@@ -560,6 +554,7 @@ PDF: [`A Curious Course on Coroutines and Concurrency <https://www.dabeaz.com/co
 VIDEO: [`YouTube <https://www.youtube.com/watch?v=Z_OAlIhXziw>`__]
 
 
+
 List Comprehensions
 --------------------
 
@@ -634,9 +629,7 @@ List Comprehensions
   SyntaxError: invalid syntax
   >>> 
 
-یک نکته مهم دیگر باقی‌مانده است. به نمونه کد پایین در دو نسخه پایتون 3x و 2x توجه نمایید::
-
-  # Python 3.x
+یک نکته مهم دیگر باقی‌مانده است. به نمونه کد پایین توجه نمایید::
 
   >>> x = 'before'
   >>> a = [x for x in (1, 2, 3)]
@@ -644,17 +637,10 @@ List Comprehensions
   >>> x
   'before'
 
-::
 
-  # Python 2.x
+اکنون List Comprehensions حوزه خود را دارد. [`توضیحات بیشتر <https://stackoverflow.com/a/4199355/8434370>`__]
 
-  >>> x = 'before'
-  >>> a = [x for x in (1, 2, 3)]
-  >>> 
-  >>> x
-  3
 
-هر دو کد یکسان هستند ولی در نسخه 2x به دلیل اینکه متغیرهای تکرار تعریف شده - در اینجا ``x`` - در یک حوزه (scope) جداگانه در نظر گرفته نمی‌شوند، با تغییر مقدار آنها در داخل عبارت، مقدار همنام موجود در حوزه بیرونی عبارت نیز تغییر داده می‌شود. این به بیان آقای روسوم "dirty little secret" در نسخه 3x برطرف گردیده است. [`توضیحات بیشتر <https://stackoverflow.com/a/4199355/8434370>`__]
 
 Generator Expressions
 ----------------------
@@ -674,7 +660,7 @@ Generator Expressions
   20
   >>> 
 
-درک تفاوت Generator Expressions و List Comprehensions بسیار مهم است. خروجی یک **List Comprehensions** دقیقا همان نتیجه انجام عملیات در قالب یک شی لیست است در حالی که خروجی یک **Generator Expressions** شی است که می‌داند چگونه نتایج را مرحله به مرحله تولید کند. درک این دست موضوعات نقش مهمی در بالا بردن کارایی (Performance) برنامه و مصرف حافظه (Memory) خواهد داشت.
+درک تفاوت Generator Expressions و List Comprehensions بسیار مهم است. خروجی یک **List Comprehensions** دقیقا همان نتیجه انجام عملیات در قالب یک شی لیست است در حالی که خروجی یک **Generator Expressions** شی‌ای است که می‌داند چگونه نتایج را مرحله به مرحله تولید کند. درک این دست موضوعات نقش مهمی در بالا بردن کارایی (Performance) برنامه و مصرف حافظه (Memory) خواهد داشت.
 
 با اجرای نمونه کد پایین؛ از میان تمام سطرهای داخل فایل The_Zen_of_Python.txt، سطرهایی که به صورت کامنت در زبان پایتون باشند چاپ می‌شوند:
 
@@ -733,6 +719,9 @@ Generator Expressions
 
 
 
+
+.. _python-lambda: 
+
 lambda و توابع ناشناس
 ---------------------------
 
@@ -786,19 +775,12 @@ lambda و توابع ناشناس
 
 
 
-
-
-
-
-
-
 |
 
 ----
 
 :emoji-size:`😊` امیدوارم مفید بوده باشه
 
-`لطفا دیدگاه و سوال‌های مرتبط با این درس خود را در کدرز مطرح نمایید. <http://www.coderz.ir/python-tutorial-function-decorator-generator-yield-coroutine-lambda/>`_
 
 
 
diff --git a/source/lessons/l14.rst b/source/lessons/l14-recursive-functions-and-memoization-in-python.rst
similarity index 96%
rename from source/lessons/l14.rst
rename to source/lessons/l14-recursive-functions-and-memoization-in-python.rst
index 7ec4f15..606c0c7 100644
--- a/source/lessons/l14.rst
+++ b/source/lessons/l14-recursive-functions-and-memoization-in-python.rst
@@ -1,10 +1,11 @@
 .. role:: emoji-size
 
 .. meta::
-   :description: کتاب آموزش زبان برنامه نویسی پایتون به فارسی، آموزش تابع در پایتون، آموزش تابع بازگشتی (Recursive function) در پایتون، آموزش برنامه نویسی بازگشتی با پایتون، معرفی توابع داخلی پایتون (Built-in Functions)، تعریف مستندسازی (docstring) تابع پایتون، آموزش Function Attributes در پایتون
-   :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, تابع, Recursive, پایتون, Built-in, Generator, Coroutine, docstring
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس چهاردهم: تابع در پایتون - تابع بازگشتی (Recursive) و Memoization
 
 
+.. _lesson-14: 
+
 درس ۱۴: تابع در پایتون: تابع بازگشتی (Recursive) و Memoization
 ==============================================================================
 
@@ -16,10 +17,9 @@
 
     Photo by `Dan Freeman <https://unsplash.com/photos/WHPsxhB4mWQ>`__
 
-این درس بخش پایانی از بررسی تابع در پایتون می‌باشد و به شرح **تابع بازگشتی (Recursive)** و مفهوم **Memoization** در زبان برنامه‌نویسی پایتون خواهد پرداخت. 
-
-
+این درس بخش پایانی از بررسی تابع در پایتون می‌باشد و به شرح **تابع بازگشتی (Recursive)** و تکنیک **Memoization** در برنامه‌نویسی اختصاص یافته است. 
 
+در پایان نیز به منظور جمع‌بندی تابع به معرفی برخی دیگر از امکانات تابع در زبان برنامه‌نویسی پایتون مانند **Function Attributes** پرداخته شده است.
 
 
 
@@ -34,7 +34,7 @@
 ----
 
 
-
+.. _recursive-function: 
 
 تابع بازگشتی
 ------------
@@ -59,7 +59,7 @@
 
 عموما می‌توان مسئله‌هایی که از **توالی** انجام یک **کار یکسان** قابل حل هستند را به صورت بازگشتی پیاده‌سازی کرد. مراحل اجرای نمونه کد بالا به صورت زیر است:
 
-.. image:: /_static/l14-factorial-relation.png
+.. image:: /_static/lessons/l14-factorial-relation.png
     :align: center
 
 :: 
@@ -231,7 +231,7 @@ Memoization
 
 برای توضیح این بخش اجازه دهید یک مثال بازگشتی دیگر را بررسی کنیم. محاسبه مقدار فیبوناچی [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Fibonacci_number>`__] یک عدد مشخص:
 
-.. image:: /_static/l14-fibonacci-relation.png
+.. image:: /_static/lessons/l14-fibonacci-relation.png
     :align: center
 
 ::
@@ -368,7 +368,7 @@ Function Attributes
   >>> 
 
 .. note::
-    در انتهای این بخش باید خاطر نشان کرد که در صورت تعریف Attribute برای توابع خود و استفاده از decorator، همانطور که در درس پیش نیز توضیح داده شد استفاده از ``functools.wraps@`` فراموش نشود [`درس سیزدهم </lessons/l13.html#functools-wraps>`__].
+    در انتهای این بخش باید خاطر نشان کرد که در صورت تعریف Attribute برای توابع خود و استفاده از decorator، همانطور که در درس پیش نیز توضیح داده شد استفاده از ``functools.wraps@`` فراموش نشود [`درس سیزدهم </lessons/l13-decorator-generator-and-lambda-with-python-functions.html#functools-wraps>`__].
 
 
 Built-in Functions
@@ -606,22 +606,12 @@ Documentation Strings
 
 
 
-
-
-
-
-
-
-
-
-
 |
 
 ----
 
 :emoji-size:`😊` امیدوارم مفید بوده باشه
 
-`لطفا دیدگاه و سوال‌های مرتبط با این درس خود را در کدرز مطرح نمایید. <http://www.coderz.ir/python-tutorial-recursive-memoization/>`_
 
 
 
diff --git a/source/lessons/l18.rst b/source/lessons/l18.rst
index 414b351..4fc1372 100644
--- a/source/lessons/l18.rst
+++ b/source/lessons/l18.rst
@@ -43,7 +43,7 @@
 * **base class** یا **superclass**: کلاس اصلی یا کلاسی می‌خواهیم کلاس یا کلاس‌های دیگری آن را به ارث ببرند و صفات و رفتارهای آن به دیگر کلاس(ها) سرایت پیدا کند.
 * **derived class** یا **subclass**: کلاس یا کلاس‌هایی که از superclass ارث‌بری خواهند داشت.
 
-.. image:: /_static/l18-python-oop-inheritance.jpg
+.. image:: /_static/lessons/l18-python-oop-inheritance.jpg
     :align: center
 
 تصویر بالا یک نمونه ساده از ساختار وراثت را نمایش می‌دهد. در برنامه ما قرار است یک کلاس گنجشک (Sparrow) و سگ (Dog) ایجاد گردد، از آنجا که برخی از رفتارهای این دو کلاس یکسان است مانند راه رفتن (Walk) یا نفس کشیدن (Breathe)، یک superclass کلاس برای آن‌ها با نام Animal ایجاد می‌کنیم که شامل صفات و رفتارهای مشترک دو کلاس نام برده باشد - پیاده‌سازی پایتونی تصویر بالا به صورت نمونه کد زیر خواهد بود:
@@ -496,7 +496,7 @@ Method Resolution Order
 
 اکنون برای پی بردن به چگونگی ایجاد حاصل ``__Class.__mro`` و درک عملکرد الگوریتم C3 linearization دو مثال معروف در این زمینه را بررسی خواهیم کرد. نخست ساختار الماس (Diamond):
 
-.. image:: /_static/l18-python-mro-diamond.png
+.. image:: /_static/lessons/l18-python-mro-diamond.png
     :align: center
 
 .. code-block:: python
@@ -561,7 +561,7 @@ Method Resolution Order
 
 اکنون مثال پیچیده‌تری را بررسی می‌کنیم. برگرفته شده از [`اینجا <https://www.wikiwand.com/en/C3_linearization>`__]  و [`اینجا <https://www.python.org/download/releases/2.3/mro>`__] :
 
-.. image:: /_static/l18-python-mro-example.png
+.. image:: /_static/lessons/l18-python-mro-example.png
     :align: center
 
 .. code-block:: python
diff --git a/source/lessons/l19.rst b/source/lessons/l19.rst
index 403d6b2..e0d39a3 100644
--- a/source/lessons/l19.rst
+++ b/source/lessons/l19.rst
@@ -40,7 +40,7 @@
 
 **متاکلاس (Metaclass)** [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#metaclasses>`__] در پایتون یک مفهوم پنهان در رابطه با پیاده‌سازی برنامه‌نویسی شی گرا می‌باشد. اکثر برنامه‌نویس‌ها چه از آن آگاه باشند و چه خیر، به ندرت از آن استفاده می‌کنند و شاید شما هیچگاه نیاز به استفاده از این قابلیت نداشته باشید ولی باید بدانید این قابلیتی است که در اکثر زبان‌های برنامه‌نویسی شی گرا ارائه نمی‌شود! 
 
-.. image:: /_static/l19-python-metaclass-type.jpg
+.. image:: /_static/lessons/l19-python-metaclass-type.jpg
     :align: center
 
 **متاکلاس چیست؟** یک کلاس است و اشیایی که از آن ایجاد می‌گردند، کلاس‌ها هستند! بارها گفته شد که «هر چیزی در پایتون یک شی است» و این جمله حتی خود موجودیت کلاس‌ها را نیز شامل می‌شود. با اجرای دستور تعریف کلاس، یک شی از نوع ``type`` در حافظه ایجاد می‌گردد و از نام کلاس برای اشاره به آن شی استفاده می‌شود (درس هفدهم). اکنون می‌توانیم بگوییم که  ``type`` در واقع یک متاکلاس می‌باشد::
diff --git a/source/lessons/l23.rst b/source/lessons/l23.rst
index c0a7ba5..5e45169 100644
--- a/source/lessons/l23.rst
+++ b/source/lessons/l23.rst
@@ -794,7 +794,7 @@ Exception Hierarchy
 در زبان برنامه‌نویسی پایتون تمامی Exceptionهای از پیش آماده در قالب کلاس‌هایی در یک سلسله مراتب از وراثت ارايه شده است. برای مشاهده این کلاس‌ها و ساختار وراثت آن‌ها می‌توانید به اسناد پایتون مراجعه نمایید:‌ `Exception hierarchy <https://docs.python.org/3/library/exceptions.html#exception-hierarchy>`__ - این ساختار توسط تصویر پایین نمایش داده شده است:
 
 
-.. image:: /_static/l23-python-exception-hierarchy.png
+.. image:: /_static/lessons/l23-python-exception-hierarchy.png
     :align: center
     :alt: Exception Hierarchy در پایتون
 
diff --git a/source/lessons/l24.rst b/source/lessons/l24.rst
index b12d16f..65e7b3a 100644
--- a/source/lessons/l24.rst
+++ b/source/lessons/l24.rst
@@ -248,7 +248,7 @@
 پیش از مراجعه به این ماژول از کتابخانه استاندارد زبان برنامه‌نویسی پایتون لازم است نگاهی دوباره به انتهای فهرست سلسله‌مراتب وراثت Exceptionها که در درس پیش آن را بررسی کردیم بیاندازیم، در انتهای این فهرست کلاس‌هایی با پسوند Warning قراردارند [`Exception hierarchy <https://docs.python.org/3/library/exceptions.html#exception-hierarchy>`__]:
 
 
-.. image:: /_static/l24-python-exception-hierarchy-warnings.png
+.. image:: /_static/lessons/l24-python-exception-hierarchy-warnings.png
     :align: center
     :alt: Exception Hierarchy در پایتون به همراه warnings
 
@@ -490,7 +490,7 @@ Warnings Filter
 
 فلوچارت یک Assertion به صورت زیر ترسیم می‌شود:
 
-.. image:: /_static/l24-python-assertion-flowchart.png
+.. image:: /_static/lessons/l24-python-assertion-flowchart.png
     :align: center
     :width: 450
     :alt: دستور ``assert`` در پایتون - فلوچارت Assertion

From f03488f909707af79d0b5e1d6482918af445b757 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Fri, 28 Apr 2023 20:44:54 +0330
Subject: [PATCH 61/79] edited (l15 and l16)

---
 source/_static/sitemap-index.xml              |  8 +--
 source/index.rst                              |  4 +-
 .../lessons/l08-list-and-tuple-in-python.rst  |  1 +
 ...ve-functions-and-memoization-in-python.rst |  9 ++++
 ...t => l15-regular-expression-in-python.rst} | 42 +++++++--------
 .../{l16.rst => l16-python-module-re.rst}     | 53 +++++++++----------
 6 files changed, 59 insertions(+), 58 deletions(-)
 rename source/lessons/{l15.rst => l15-regular-expression-in-python.rst} (96%)
 rename source/lessons/{l16.rst => l16-python-module-re.rst} (97%)

diff --git a/source/_static/sitemap-index.xml b/source/_static/sitemap-index.xml
index 400ba4c..b8948bb 100644
--- a/source/_static/sitemap-index.xml
+++ b/source/_static/sitemap-index.xml
@@ -95,13 +95,13 @@
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.ir/lessons/l15.html</loc>
-  <lastmod>2021-03-17T17:10:25+00:00</lastmod>
+  <loc>https://python.coderz.ir/lessons/l15-regular-expression-in-python.html</loc>
+  <lastmod>2023-04-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.ir/lessons/l16.html</loc>
-  <lastmod>2021-03-17T17:10:25+00:00</lastmod>
+  <loc>https://python.coderz.ir/lessons/l16-python-module-re.html</loc>
+  <lastmod>2023-04-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
diff --git a/source/index.rst b/source/index.rst
index 76db285..b415ecc 100644
--- a/source/index.rst
+++ b/source/index.rst
@@ -46,8 +46,8 @@
    lessons/l12-function-in-python
    lessons/l13-decorator-generator-and-lambda-with-python-functions
    lessons/l14-recursive-functions-and-memoization-in-python
-   lessons/l15
-   lessons/l16
+   lessons/l15-regular-expression-in-python
+   lessons/l16-python-module-re
    lessons/l17
    lessons/l18
    lessons/l19
diff --git a/source/lessons/l08-list-and-tuple-in-python.rst b/source/lessons/l08-list-and-tuple-in-python.rst
index 4a442ec..c919894 100644
--- a/source/lessons/l08-list-and-tuple-in-python.rst
+++ b/source/lessons/l08-list-and-tuple-in-python.rst
@@ -750,6 +750,7 @@
     [1]
 
 
+.. _python-tuple: 
 
 توپِل
 ------
diff --git a/source/lessons/l14-recursive-functions-and-memoization-in-python.rst b/source/lessons/l14-recursive-functions-and-memoization-in-python.rst
index 606c0c7..f4dfa7f 100644
--- a/source/lessons/l14-recursive-functions-and-memoization-in-python.rst
+++ b/source/lessons/l14-recursive-functions-and-memoization-in-python.rst
@@ -86,6 +86,8 @@
     پیاده‌سازی شیوه بازگشتی شاید به نظر هیجان‌انگیز باشد اما نباید فراموش کرد که میزان حافظه (Memory) زیادی مصرف می‌کند، اجرای آن زمان‌بر خواهد بود، درک جریان اجرای آن اغلب سخت است و اشکال‌زدایی (debug) آن ساده نخواهد بود!
 
 
+.. _using-python-decorator:
+
 استفاده از decorator
 ~~~~~~~~~~~~~~~~~~~~~
 
@@ -125,6 +127,8 @@
 
 *به خروجی نمونه کد بالا حتما توجه نمایید!.*
 
+.. _python-set-recursion-limit:
+
 تنظیم عمق بازگشتی
 ~~~~~~~~~~~~~~~~~~~~
 
@@ -161,6 +165,9 @@
 .. tip::
     علاوه بر این محدودیت، یک محدودیت جدی‌تر دیگری نیز وجود دارد و آن هم میزان فضایی است که توسط سیستم عامل برای پشته در نظر گرفته شده است. با رد شدن از این مقدار فضا، برنامه با خطای زمان اجرا مواجه می‌گردد (``RuntimeError``).
 
+
+.. _python-generator-recursive:
+
 تابع Generator بازگشتی
 ~~~~~~~~~~~~~~~~~~~~~~
 
@@ -224,6 +231,8 @@
   [1, 2, 3, 4, 5, 5, 6, 7, 8, 9]
 
 
+.. _memoization:
+
 Memoization
 ~~~~~~~~~~~~~
 
diff --git a/source/lessons/l15.rst b/source/lessons/l15-regular-expression-in-python.rst
similarity index 96%
rename from source/lessons/l15.rst
rename to source/lessons/l15-regular-expression-in-python.rst
index cf13702..a9f2377 100644
--- a/source/lessons/l15.rst
+++ b/source/lessons/l15-regular-expression-in-python.rst
@@ -1,10 +1,11 @@
 .. role:: emoji-size
 
 .. meta::
-   :description: کتاب آموزش زبان برنامه نویسی پایتون به فارسی، آموزش ماژول re در پایتون، عبارات باقاعده در پایتون، Regular expression در پایتون، regex در پایتون
-   :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, تابع, کتابخانه, پایتون, re
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس پانزدهم: عبارات با قاعده (Regular Expression) یا RegEx در پایتون
 
 
+.. _lesson-15:
+
 درس ۱۵: عبارات با قاعده (Regular Expression) یا RegEx در پایتون
 ============================================================================
 
@@ -33,12 +34,18 @@
 
 ----
 
+
+.. _regular-expression:
+
 عبارات باقاعده
 -----------------
 
 قواعد «عبارات باقاعده» شامل استفاده و چیدمان تعدادی کاراکتر خاص می‌شود که در مجموع معنی یا الگویی را به وجود می‌آورند!. در ادامه به بررسی این کاراکترها می‌پردازیم.
 
 
+
+.. _matching-characters:
+
 کاراکترهای تطابق (Matching Characters)
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
@@ -321,6 +328,9 @@
 
 
 
+.. _special-sequences:
+
+
 توالی‌های ویژه (Special Sequences)
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
@@ -541,7 +551,7 @@
       تفاوت ``Z\`` و ``$``: در متن‌های چند سطری مشاهده می‌شود به گونه‌ای که  ``Z\`` به انتهای کل آن متن و ``$`` به انتهای هر سطر از متن اشاره می‌کنند.
 
 
-
+.. _zero-length-match:
 
 انطباق با طول صفر (Zero-length Match)
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -568,7 +578,7 @@
 
      
 
-
+.. _python-re:
 
 ماژول re پایتون
 -----------------
@@ -578,6 +588,8 @@
 در زبان برنامه‌نویسی پایتون از طریق ماژول ``re`` از کتابخانه استاندارد آن، ثابت‌ها (constants) و توابع (functions) کاربردی بسیاری در زمینه عبارت باقاعده فراهم آورده شده است. در ادامه نگاهی کوتاه به این ماژول خواهیم داشت و شرح کامل توابع کاربردی آن به درس بعدی سپرده خواهد شد.
 
 
+.. _python-re-compile:
+
 تابع ``compile`` و شی Regular Expression پایتون
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
@@ -625,8 +637,6 @@
 به تابع ``compile`` برمی‌گردیم::
 
 
-    >>> # Python 3.x
-    >>> 
     >>> import re
     >>> 
     >>> pattern = re.compile("^<html>", re.I)
@@ -638,22 +648,7 @@
     re.compile('^<html>', re.IGNORECASE)
 
 
-:: 
-
-          >>> # Python 2.x
-          >>> 
-          >>> import re
-          >>> 
-          >>> pattern = re.compile("^<html>", re.I)
-          >>> 
-          >>> type(pattern)s
-          <type '_sre.SRE_Pattern'>
-          >>> 
-          >>> print pattern
-          <_sre.SRE_Pattern object at 0x7f22cf27ac00>
-
-
-کاربرد تابع ``compile`` زمانی است که می‌خواهیم از یک الگو مشخص چندین بار در طول اجرای یک ماژول استفاده نماییم. در ادامه با توابع دیگری از ماژول ``re`` آشنا خواهیم شد؛ این توابع پیش از انجام وظیفه مربوط به خود، به صورت ضمنی الگو را به شی ``re.Pattern`` یا ``sre.SRE_Pattern_`` (در پایتون 2x) کامپایل می‌کنند که به این صورت می‌توان کارایی برنامه را با یک بار ``compile`` افزایش دهیم. البته باید اشاره کرد که مفسر پایتون به صورت خودکار نمونه کامپایل شده چند الگو آخر مورد استفاده را Cache می‌کند، بنابراین چنانچه در برنامه‌ خود از تعداد اندکی الگو استفاده می‌کنید، می‌توانید در این زمینه نگران کارایی نباشید.
+کاربرد تابع ``compile`` زمانی است که می‌خواهیم از یک الگو مشخص چندین بار در طول اجرای یک ماژول استفاده نماییم. در ادامه با توابع دیگری از ماژول ``re`` آشنا خواهیم شد؛ این توابع پیش از انجام وظیفه مربوط به خود، به صورت ضمنی الگو را به شی ``re.Pattern`` کامپایل می‌کنند که به این صورت می‌توان کارایی برنامه را با یک بار ``compile`` افزایش دهیم. البته باید اشاره کرد که مفسر پایتون به صورت خودکار نمونه کامپایل شده چند الگو آخر مورد استفاده را Cache می‌کند، بنابراین چنانچه در برنامه‌ خود از تعداد اندکی الگو استفاده می‌کنید، می‌توانید در این زمینه نگران کارایی نباشید.
 
 یادآوری شود که با استفاده از تابع ``dir`` می‌توانیم متدها و صفت‌های شی الگو را مشاهده نماییم::
 
@@ -662,6 +657,7 @@
       >>> 
 
 
+.. _extended-patterns:
       
 الگوهای گسترده (Extended Patterns) پایتون
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -928,7 +924,5 @@
 
 :emoji-size:`😊` امیدوارم مفید بوده باشه
 
-`لطفا دیدگاه و سوال‌های مرتبط با این درس خود را در کدرز مطرح نمایید. <https://www.coderz.ir/python-regular-expression>`_
-
 
 
diff --git a/source/lessons/l16.rst b/source/lessons/l16-python-module-re.rst
similarity index 97%
rename from source/lessons/l16.rst
rename to source/lessons/l16-python-module-re.rst
index 36c826f..057ecd0 100644
--- a/source/lessons/l16.rst
+++ b/source/lessons/l16-python-module-re.rst
@@ -1,10 +1,11 @@
 .. role:: emoji-size
 
 .. meta::
-   :description: کتاب آموزش زبان برنامه نویسی پایتون به فارسی، آموزش ماژول re در پایتون، عبارات باقاعده در پایتون، Regular expression در پایتون، regex در پایتون، توابع ماژول re پایتون - 
-   :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, تابع, کتابخانه, پایتون, re
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس شانزدهم: ماژول re (عبارات باقاعده) پایتون
 
 
+.. _lesson-16:
+
 درس ۱۶: ماژول re (عبارات باقاعده) پایتون
 ============================================================================
 
@@ -32,7 +33,7 @@
 ----
 
 
-
+.. _re-search-functions:
 
 توابع جستجو، ماژول ``re`` پایتون
 ---------------------------------------
@@ -46,6 +47,8 @@
 * ``finditer``  
 
 
+.. _re-search:
+
 تابع ``search``
 ~~~~~~~~~~~~~~~~~~~~~~
 
@@ -54,22 +57,6 @@
 
 تابع ``search`` به دنبال اولین انطباق pattern در string می‌گردد، در صورت موفقیت یک شی ``Match`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#match-objects>`__] و در غیر این صورت ``None`` برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.search>`__]::
 
-
-    >>> # Python 2.x
-    >>> 
-    >>> import re
-    >>> 
-    >>> match = re.search('Py...n', 'Python is great')
-    >>> 
-    >>> type(match)
-    <type '_sre.SRE_Match'>
-    >>> 
-
-::
-
-
-    >>> # Python 3.x
-    >>> 
     >>> import re
     >>> 
     >>> match = re.search('Py...n', 'Python is great')
@@ -90,6 +77,8 @@
 
 
 
+.. _re-match-object:
+
 شی ``Match`` پایتون
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
@@ -343,6 +332,7 @@
        >>> match.string
        '24.1632'
 
+.. _re-match:
 
 تابع ``match``
 ~~~~~~~~~~~~~~~~~~~~~~
@@ -352,7 +342,7 @@
 
 تابع ``match`` از ابتدای string انطباق pattern را انجام می‌دهد، در صورت موفقیت یک شی ``Match`` و در غیر این صورت ``None`` برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.match>`__]::
 
-    >>> import re  # Python 3.x
+    >>> import re
 
     >>> match = re.match(r'\d+', '123@USERNAME')
     >>> print(match)
@@ -415,6 +405,7 @@
 
     >>> match = re.match('Py...n', 'Python is great')
 
+.. _re-fullmatch:
 
 تابع ``fullmatch``
 ~~~~~~~~~~~~~~~~~~~~~~
@@ -460,6 +451,8 @@
     >>> match = re.fullmatch('Py...n', 'Python')
 
 
+.. _re-findall:
+
 تابع ``findall``
 ~~~~~~~~~~~~~~~~~~~~~~
 
@@ -506,6 +499,7 @@
 
     >>> results = re.findall('Py...n', 'PythonPythonPython')
 
+.. _re-finditer:
 
 تابع ``finditer``
 ~~~~~~~~~~~~~~~~~~~~~~
@@ -515,7 +509,7 @@
 
 خروجی این تابع (``finditer``) یک شی ``iterator`` (شی تکرارکننده - درس نهم) است و حاصل هر بار پیمایش آن یک شی ``Match`` می‌باشد که همانند تابع ``findall`` از سمت چپ string شروع به دنبال انطباق pattern در آن می‌گردد و نتایج را به ترتیب برمی‌گرداند. [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.finditer>`__]::
 
-    >>> import re  # Python 3.x
+    >>> import re
 
     >>> string = "My number is 123456789 and my friend's number is 987654321"
     >>> result = re.finditer(r'\d+', string)
@@ -572,6 +566,7 @@
     >>> result = re.finditer('Py...n', 'PythonPythonPython')
 
 
+.. _re-replace-methods:
 
 توابع جایگزینی، ماژول ``re`` پایتون
 ---------------------------------------
@@ -582,6 +577,7 @@
 * ``subn``  
 
 
+.. _re-sub:
 
 تابع ``sub``
 ~~~~~~~~~~~~~~~~~~~~~~
@@ -591,7 +587,7 @@
 
 این تابع (``sub``) حاصل انطباق‌های ممکن pattern در string را در repl جایگذاری می‌کند. این تابع همچنین دو پارامتر اختیاری دارد (flags و count)، پیش‌تر در مورد flags صحبت کردیم (که از نسخه 3.1 پایتون به این تابع اضافه شده است) و count نیز بیانگر ماکزیمم تعداد انطباقی است که می‌خواهیم در repl جایگذاری شود - این مقدار می‌بایست یک عدد مثبت باشد و مقدار صفر (مقدار پیش‌فرض) برای آن به معنی هر تعداد (نامحدود) خواهد بود. پارامتر repl در این تابع می‌تواند از نوع رشته یا تابع باشد، ابتدا حالت رشته را بررسی می‌کنیم [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.sub>`__]::
 
-     >>> import re  # Python 3.x
+     >>> import re
 
      >>> string = 'Perl@1987,Python@1991,Ruby@1995'
      >>> repl = ' - '
@@ -692,7 +688,7 @@
     >>> result = re.sub('Py...n', '*', 'PythonPythonPython')
 
 
-
+.. _re-subn:
 
 تابع ``subn``
 ~~~~~~~~~~~~~~~~~~~~~~
@@ -702,7 +698,7 @@
 
 عملکرد این تابع (``subn``) همانند تابع ``sub`` است. تنها تفاوت در خروجی آن‌هاست، تابع ``subn`` یک شی توپِل محتوی نتیجه و تعداد عملیات جایگذاری را برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.subn>`__]::
 
-    >>> import re  # Python 3.x
+    >>> import re
 
     >>> string = 'Perl@1987,Python@1991,Ruby@1995'
     >>> repl = ' - '
@@ -723,6 +719,7 @@
     ('Perl - Python@1991,Ruby@1995', 1)
 
 
+.. _re-split-methods:
 
 توابع جداسازی، ماژول ``re`` پایتون
 ---------------------------------------
@@ -732,6 +729,9 @@
 * ``split``
 
 
+.. _re-split:
+
+
 تابع ``split``
 ~~~~~~~~~~~~~~~~~~~~~~
 
@@ -740,7 +740,7 @@
 
 این تابع (``split``) محتوای متن string را بر اساس الگو pattern جدا (split) می‌کند و خروجی آن یک شی لیست از رشته‌ها خواهد بود. این تابع همچنین علاوه بر پارامتر flags (که از نسخه 3.1 پایتون به این تابع اضافه شده است) یک پارامتر اختیاری دیگر نیز با نام maxsplit دارد که تعیین کننده ماکزیمم تعداد جداسازی خواهد بود - این مقدار می‌بایست یک عدد مثبت باشد و مقدار صفر (مقدار پیش‌فرض) برای آن به معنی هر تعداد (نامحدود) خواهد بود. [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.split>`__]::
 
-    >>> import re  # Python 3.x
+    >>> import re
 
     >>> string = 'Perl,Python,Ruby'
     >>> pattern = ','
@@ -785,15 +785,12 @@
 
 
 
-
-
 |
 
 ----
 
 :emoji-size:`😊` امیدوارم مفید بوده باشه
 
-`لطفا دیدگاه و سوال‌های مرتبط با این درس خود را در کدرز مطرح نمایید. <https://www.coderz.ir/python-regular-expression-2/>`_
 
 
 

From 5f962e7192dc64f227d80629d1a38768f6047049 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Fri, 28 Apr 2023 22:13:23 +0330
Subject: [PATCH 62/79] edited (l12 - l25)

---
 source/_static/sitemap-index.xml              | 48 +++++++++----------
 source/changelog.rst                          |  9 ++++
 source/index.rst                              | 20 ++++----
 ...ject-oriented-programming-with-python.rst} | 43 +++++++++++++----
 ...inheritance-and-association-in-python.rst} |  9 ++--
 ...9-metaclass-and-abstraction-in-python.rst} | 12 ++---
 ...-encapsulation-polymorphism-in-python.rst} | 10 ++--
 ...riptors-and-context-manager-in-python.rst} | 15 +++---
 ...type-hinting-and-data-class-in-python.rst} |  9 ++--
 ...back-and-exception-handling-in-python.rst} | 14 +++---
 ...ption-warning-and-assertion-in-python.rst} | 11 ++---
 ...l25.rst => l25-python-module-datetime.rst} | 36 +++++++++++---
 12 files changed, 139 insertions(+), 97 deletions(-)
 rename source/lessons/{l17.rst => l17-object-oriented-programming-with-python.rst} (97%)
 rename source/lessons/{l18.rst => l18-inheritance-and-association-in-python.rst} (97%)
 rename source/lessons/{l19.rst => l19-metaclass-and-abstraction-in-python.rst} (95%)
 rename source/lessons/{l20.rst => l20-encapsulation-polymorphism-in-python.rst} (94%)
 rename source/lessons/{l21.rst => l21-descriptors-and-context-manager-in-python.rst} (96%)
 rename source/lessons/{l22.rst => l22-type-hinting-and-data-class-in-python.rst} (98%)
 rename source/lessons/{l23.rst => l23-traceback-and-exception-handling-in-python.rst} (98%)
 rename source/lessons/{l24.rst => l24-raise-exception-warning-and-assertion-in-python.rst} (96%)
 rename source/lessons/{l25.rst => l25-python-module-datetime.rst} (98%)

diff --git a/source/_static/sitemap-index.xml b/source/_static/sitemap-index.xml
index b8948bb..d515bc5 100644
--- a/source/_static/sitemap-index.xml
+++ b/source/_static/sitemap-index.xml
@@ -105,78 +105,78 @@
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.ir/lessons/l17.html</loc>
-  <lastmod>2021-03-17T17:10:25+00:00</lastmod>
+  <loc>https://python.coderz.ir/lessons/l17-object-oriented-programming-with-python.html</loc>
+  <lastmod>2023-04-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.ir/lessons/l18.html</loc>
-  <lastmod>2021-03-17T17:10:25+00:00</lastmod>
+  <loc>https://python.coderz.ir/lessons/l18-inheritance-and-association-in-python.html</loc>
+  <lastmod>2023-04-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.ir/lessons/l19.html</loc>
-  <lastmod>2021-03-17T17:10:25+00:00</lastmod>
+  <loc>https://python.coderz.ir/lessons/l19-metaclass-and-abstraction-in-python.html</loc>
+  <lastmod>2023-04-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.ir/lessons/l20.html</loc>
-  <lastmod>2021-03-18T17:10:25+00:00</lastmod>
+  <loc>https://python.coderz.ir/lessons/l20-encapsulation-polymorphism-in-python.html</loc>
+  <lastmod>2023-04-18T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.ir/lessons/l21.html</loc>
-  <lastmod>2021-03-19T17:10:25+00:00</lastmod>
+  <loc>https://python.coderz.ir/lessons/l21-descriptors-and-context-manager-in-python.html</loc>
+  <lastmod>2023-04-19T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.ir/lessons/l22.html</loc>
-  <lastmod>2021-03-19T17:10:25+00:00</lastmod>
+  <loc>https://python.coderz.ir/lessons/l22-type-hinting-and-data-class-in-python.html</loc>
+  <lastmod>2023-04-19T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.ir/lessons/l23.html</loc>
-  <lastmod>2021-03-29T17:10:25+00:00</lastmod>
+  <loc>https://python.coderz.ir/lessons/l23-traceback-and-exception-handling-in-python.html</loc>
+  <lastmod>2023-04-29T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.ir/lessons/l24.html</loc>
-  <lastmod>2021-04-01T17:10:25+00:00</lastmod>
+  <loc>https://python.coderz.ir/lessons/l24-raise-exception-warning-and-assertion-in-python.html</loc>
+  <lastmod>2023-04-01T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.ir/lessons/l25.html</loc>
-  <lastmod>2021-04-15T17:10:25+00:00</lastmod>
+  <loc>https://python.coderz.ir/lessons/l25-python-module-datetime.html</loc>
+  <lastmod>2023-04-15T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
   <loc>https://python.coderz.ir/changelog.html</loc>
-  <lastmod>2023-03-17T17:10:19+00:00</lastmod>
+  <lastmod>2023-04-17T17:10:19+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
   <loc>https://python.coderz.ir/support.html</loc>
-  <lastmod>2023-03-17T17:10:25+00:00</lastmod>
+  <lastmod>2023-04-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
   <loc>https://python.coderz.ir/support-report.html</loc>
-  <lastmod>2023-03-17T17:10:25+00:00</lastmod>
+  <lastmod>2023-04-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
   <loc>https://python.coderz.ir/python-interactive.html</loc>
-  <lastmod>2021-03-17T17:10:19+00:00</lastmod>
+  <lastmod>2021-04-17T17:10:19+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
   <loc>https://python.coderz.ir/python-resources.html</loc>
-  <lastmod>2021-03-20T17:10:19+00:00</lastmod>
+  <lastmod>2021-04-20T17:10:19+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
   <loc>https://python.coderz.ir/index.html</loc>
-  <lastmod>2021-03-17T17:10:23+00:00</lastmod>
+  <lastmod>2021-04-17T17:10:23+00:00</lastmod>
   <priority>0.64</priority>
 </url>
 
diff --git a/source/changelog.rst b/source/changelog.rst
index f50a672..95afdfb 100644
--- a/source/changelog.rst
+++ b/source/changelog.rst
@@ -12,6 +12,15 @@
 =============
 
 
+.. raw:: html
+
+    <p class="rubric" id="00137" ><a class="reference external" href="#00137">00137</a> - جمعه ۸ اردیبهشت ۱۴۰۲</p>
+
+* دروس دوازدهم تا بیست و پنجم ویرایش و بروزرسانی گردید.
+
+
+----
+
 .. raw:: html
 
     <p class="rubric" id="00136" ><a class="reference external" href="#00136">00136</a> - پنج‌شنبه ۷ اردیبهشت ۱۴۰۲</p>
diff --git a/source/index.rst b/source/index.rst
index b415ecc..558ef6a 100644
--- a/source/index.rst
+++ b/source/index.rst
@@ -48,15 +48,15 @@
    lessons/l14-recursive-functions-and-memoization-in-python
    lessons/l15-regular-expression-in-python
    lessons/l16-python-module-re
-   lessons/l17
-   lessons/l18
-   lessons/l19
-   lessons/l20
-   lessons/l21
-   lessons/l22
-   lessons/l23
-   lessons/l24
-   lessons/l25
+   lessons/l17-object-oriented-programming-with-python
+   lessons/l18-inheritance-and-association-in-python
+   lessons/l19-metaclass-and-abstraction-in-python
+   lessons/l20-encapsulation-polymorphism-in-python
+   lessons/l21-descriptors-and-context-manager-in-python
+   lessons/l22-type-hinting-and-data-class-in-python
+   lessons/l23-traceback-and-exception-handling-in-python
+   lessons/l24-raise-exception-warning-and-assertion-in-python
+   lessons/l25-python-module-datetime
    changelog
    support
    support-report
@@ -72,7 +72,7 @@
     :scale: 60 %
     :alt: بروز شده با نسخه 3.11
 
-**شروع:**  فروردین ۱۳۹۴ **و**  **آخرین بروزرسانی:** اردیبهشت ۱۴۰۲ [`گزارش توسعه <changelog.html>`__] - **در حال بروزرسانی با نسخه ۳.۱۱ پایتون**
+**شروع:**  فروردین ۱۳۹۴ **و**  **آخرین بروزرسانی:** اردیبهشت ۱۴۰۲ [`گزارش توسعه <changelog.html>`__] - **بروز شده با نسخه ۳.۱۱ پایتون**
 
 
 
diff --git a/source/lessons/l17.rst b/source/lessons/l17-object-oriented-programming-with-python.rst
similarity index 97%
rename from source/lessons/l17.rst
rename to source/lessons/l17-object-oriented-programming-with-python.rst
index 4fde805..e0187d4 100644
--- a/source/lessons/l17.rst
+++ b/source/lessons/l17-object-oriented-programming-with-python.rst
@@ -1,10 +1,11 @@
 .. role:: emoji-size
 
 .. meta::
-   :description: کتاب آموزش زبان برنامه نویسی پایتون به فارسی، آموزش شی گرایی در پایتون، تعریف کلاس در پایتون، معرفی ساختار کلاس در پایتون، تعریف متد Method و صفت Attribute در کلاس‌های پایتون، معرفی Constructor در کلاس پایتون، ایجاد شی و نمونه سازی در پایتون، OOP در پایتون، شی hashable در پایتون، hash در پایتون، مقایسه دو شی در پایتون
-   :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, تابع, کتابخانه, پایتون, شی گرایی در پایتون
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس هفدهم: شی گرایی (OOP) در پایتون: تعریف کلاس و ایجاد شی
 
 
+.. _lesson-17: 
+
 درس ۱۷: شی گرایی (OOP) در پایتون: تعریف کلاس و ایجاد شی
 ============================================================================
 
@@ -19,9 +20,6 @@
 
 این درس بر ارائه تعاریف مربوط به کلاس (Class) و شی (Object) از مفاهیم شی‌گرایی حاکم در زبان برنامه‌نویسی پایتون تمرکز دارد و مفاهیم باقی مانده در دروس آتی ارائه خواهند شد.
 
-توجه داشته باشید، هم اکنون پشتیبانی نسخه 2x پایتون به پایان رسیده است. بنابراین برخلاف دروس پیشین و به منظور جلوگیری از پیچیدگی‌های غیر ضروری، تمام مطالب این درس بر مبنای پایتون 3x ارائه می‌شود.
-
-
 
 :emoji-size:`✔` سطح: متوسط
 
@@ -33,6 +31,9 @@
 
 ----
 
+
+.. _oop: 
+
 برنامه‌نویسی شی گرا (Object-Oriented Programming)
 ----------------------------------------------------------------------------------------------------
 
@@ -43,6 +44,8 @@
 مفاهیم زیادی از پایتون تا پیش از این درس مطرح شده است، باید بدانیم که تمام آن‌ها از پیاده‌سازی شی گرا پیروی می‌کردند. هر چیزی در پایتون یک شی است. انواع داده مانند اعداد، رشته، لیست یا دیکشنری همگی شی بودند - نمونه‌هایی که از کلاس‌های مربوط به خود ایجاد شده‌اند. حتی تعریف تابع نیز به معنی ایجاد یک شی از کلاس متناطر آن بوده است. اما حالا می‌خواهیم نوع یا کلاس‌های مورد نظر خودمان را در برنامه ایجاد و اشیایی از این کلاس‌ها نمونه سازی کنیم. در ادامه به شرح این روند خواهیم پرداخت.
 
 
+.. _python-defining-class: 
+
 تعریف کلاس (Class)
 --------------------------------------------------------
 
@@ -96,6 +99,9 @@
     ... 
     >>> 
 
+
+.. _python-instantiation: 
+
 نمونه‌سازی (Instantiation)
 --------------------------------------------------------
 
@@ -152,6 +158,10 @@
 
 در زبان پایتون دو شیوه رایج برای بررسی نوع یک شی وجود دارد. یک راه استفاده از تابع آماده (built-in) ``type`` است [`اسناد پایتون <https://docs.python.org/3/library/functions.html#type>`__] که پیش‌تر از آن استفاده می‌کردیم و راه دیگر استفاده از تابع آماده (built-in) ``isinstance`` می‌باشد [`اسناد پایتون <https://docs.python.org/3/library/functions.html#isinstance>`__] این تابع دو آرگومان می‌پذیرد که به ترتیب شی و نوع مورد نظر هستند، در صورتی که شی از  نوع دریافت شده باشد، مقدار ``True`` و در غیر این صورت ``False`` برمی‌گرداند.
 
+
+
+.. _python-oop-constructor: 
+
 سازنده (Constructor)
 ~~~~~~~~~~~~~~~~~~~~~~~~~
 
@@ -235,7 +245,9 @@
   * ارسال آرگومان در زمان نمونه‌سازی شی یا همان پیاده‌سازی متد ``__init__`` به برنامه‌نویس این اطمینان را می‌دهد که شی جدید در یک وضعیت درست تنظیم شده است. 
 
   * آرگومان‌های متناظر با پارامتر‌های متد ``__init__`` (به جز ``self`` که توسط مفسر پایتون مقداردهی می‌گردد) می‌بایست در زمان نمونه‌سازی و فراخوانی کلاس ارسال گردد.
-  
+ 
+
+.. _python-callable-objects: 
   
 اشیا با قابلیت فراخوانی (Callable Objects)
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -310,6 +322,8 @@
 
 
 
+.. _python-oop-attributes: 
+
 صفات (Attributes)
 -----------------------------------------------------
 
@@ -471,7 +485,7 @@ Class Attribute
   برای تغییر مقدار Class Attributeها، **از شی استفاده نکنید**، با این کار تنها یک Instance Attribute برای آن شی ایجاد می‌گردد (سطر ۲۶).
 
 
-
+.. _python-oop-method:
 
 متد (Method)
 -----------------------------------------------------
@@ -507,6 +521,7 @@ Class Attribute
             pass
     
 
+.. _python-instance-method:
 
 متد شی (Instance Method)
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -555,6 +570,7 @@ Class Attribute
   Instance Method‌ها تنها می‌توانند توسط اشیا فراخوانی شوند. روند فراخوانی یک متد توسط شی نیز به صورت نام شی + کاراکتر ``.‍‍`` + نام متد می‌باشد.
 
 
+.. _python-class-method:
 
 متد کلاس (Class Method)
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -594,6 +610,8 @@ Class Attribute
   این نوع متد (Class Method) را می‌توان هم با استفاده از نام کلاس دستیابی کرد (سطر ۱۳) و هم با استفاده از اشیای آن کلاس (سطر ۱۵)، در واقع دکوراتور  ``classmethod@`` کارهای لازم برای نادیده گرفتن شی و ارسال مقدار پارامتر ``cls`` را انجام می‌دهد.
 
 
+.. _python-static-method:
+
 متد ایستا (Static Method)
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
@@ -635,6 +653,10 @@ Class Attribute
   این نوع متد (Static Method) را می‌توان هم با استفاده از نام کلاس دستیابی کرد (سطر ۱۷) و هم با استفاده از اشیای آن کلاس (سطر ۱۹)، در واقع دکوراتور  ``staticmethod@`` کارهای لازم برای نادیده گرفتن شی و کلاس مربوط را انجام می‌دهد.
 
 
+
+.. _python-object-hash:
+
+
 مقدار Hash یک شی و کاربرد آن در پایتون
 ---------------------------------------------
 
@@ -670,6 +692,8 @@ Class Attribute
 * با دوباره اجرا کردن برنامه یا اسکریپت ممکن است به نتایج دیگری از مقدار hash برسید. در واقع تظمین یکتایی مقدار hash تولید شده در پایتون تنها در ازای حیات هر proccess یا «اجرای برنامه» پابرجا خواهد بود.
 
 
+.. _python-hashable-object:
+
 شی hashable
 ~~~~~~~~~~~~~~~~~~~~~
 
@@ -688,6 +712,8 @@ Class Attribute
 متد ``__hash__`` جزو متدهای خاص در پایتون می‌باشد و هر کلاسی که در پایتون ایجاد می‌کنید به صورت ضمنی یک پیاده‌سازی پیش‌فرض از این متد را شامل می‌شود.
 
 
+.. _python-using-hash:
+
 کاربرد hash در پایتون
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
@@ -784,14 +810,11 @@ Class Attribute
 در این مثال هر دو Attribute کلاس Student از نوع immutable بودند، بنابراین از خود آن‌ها برای مقایسه و محاسبه مقدار hash استفاده کردیم. به هر حال منطق پیاده‌سازی این دو متد بر اساس مسئله مطرح شده، بر عهده برنامه‌نویس می‌باشد. حتی می‌توانید از مقدار تابع ``()id`` یا همان ``id(self)`` بهره بگیرید.
 
 
-
 |
 
 ----
 
 :emoji-size:`😊` امیدوارم مفید بوده باشه
 
-`لطفا دیدگاه و سوال‌های مرتبط با این درس خود را در کدرز مطرح نمایید. <https://www.coderz.ir/python-tutorial-oop-class-and-object>`_
-
 
 
diff --git a/source/lessons/l18.rst b/source/lessons/l18-inheritance-and-association-in-python.rst
similarity index 97%
rename from source/lessons/l18.rst
rename to source/lessons/l18-inheritance-and-association-in-python.rst
index 4fc1372..9ee9721 100644
--- a/source/lessons/l18.rst
+++ b/source/lessons/l18-inheritance-and-association-in-python.rst
@@ -1,10 +1,11 @@
 .. role:: emoji-size
 
 .. meta::
-   :description: کتاب آموزش زبان برنامه نویسی پایتون به فارسی، آموزش شی گرایی در پایتون، معرفی رابطه های وراثت (Inheritance) و انجمن (Association) در پایان، OOP در پایتون، ترکیب در پایتون، Method Resolution Order یا MRO پایتون، Composition و Aggregation در پایتون، وراثت چندگانه در پایتون، Multiple Inheritance پایتون، کلاس Mixin در پایتون
-   :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, تابع, کتابخانه, پایتون, شی گرایی در پایتون
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس هجدهم: شی گرایی (OOP) در پایتون: وراثت (Inheritance)، Association و Mixin
 
 
+.. _lesson-18: 
+
 درس ۱۸: شی گرایی (OOP) در پایتون: وراثت (Inheritance)، Association و Mixin
 ========================================================================================================
 
@@ -20,9 +21,6 @@
 
 در این درس همچنین به شرح **وراثت چندگانه (Multiple Inheritance)**، **Method Resolution Order** و کلاس‌های **Mixin** در زبان برنامه‌نویسی پایتون خواهیم پرداخت.
 
-توجه داشته باشید، هم اکنون پشتیبانی نسخه 2x پایتون به پایان رسیده است. بنابراین	همانند درس پیش و به منظور جلوگیری از پیچیدگی‌های غیر ضروری، تمام مطالب این درس بر مبنای پایتون 3x ارائه می‌شود.
-
-
 
 :emoji-size:`✔` سطح: متوسط
 
@@ -765,7 +763,6 @@ Mixin
 
 :emoji-size:`😊` امیدوارم مفید بوده باشه
 
-`لطفا دیدگاه و سوال‌های مرتبط با این درس خود را در کدرز مطرح نمایید. <https://www.coderz.ir/python-tutorial-oop-inheritance-mro-association>`_
 
 
 
diff --git a/source/lessons/l19.rst b/source/lessons/l19-metaclass-and-abstraction-in-python.rst
similarity index 95%
rename from source/lessons/l19.rst
rename to source/lessons/l19-metaclass-and-abstraction-in-python.rst
index e0d39a3..c4bb3c0 100644
--- a/source/lessons/l19.rst
+++ b/source/lessons/l19-metaclass-and-abstraction-in-python.rst
@@ -1,10 +1,12 @@
 .. role:: emoji-size
 
 .. meta::
-   :description: کتاب آموزش زبان برنامه نویسی پایتون به فارسی، آموزش شی گرایی در پایتون، OOP در پایتون،  انتزاع در پایتون، Abstraction و Metaclass در پایتون، متاکلاس در پایتون، متا کلاس (Metaclass) در پایتون، انتزاع یا تجرید (Abstraction) در پایتون، abc در پایتون
-   :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, تابع, کتابخانه, پایتون, شی گرایی در پایتون
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس نوزدهم: شی گرایی (OOP) در پایتون: متا کلاس (Metaclass) و انتزاع (Abstraction)
 
 
+
+.. _lesson-19: 
+
 درس ۱۹: شی گرایی (OOP) در پایتون: متا کلاس (Metaclass) و انتزاع (Abstraction)
 ========================================================================================================
 
@@ -18,10 +20,6 @@
 
 این درس در ادامه دروس پیش مرتبط با آموزش شی گرایی در پایتون می‌باشد و به بررسی قابلیت **متا کلاس (Metaclass)** در پایتون می‌پردازد و در ادامه یکی دیگر از مفاهیم اصلی برنامه‌نویسی شی گرا به نام **انتزاع (Abstraction)** را معرفی و چگونگی پیاده‌سازی آن در زبان برنامه‌نویسی پایتون را بررسی خواهیم کرد.
 
-توجه داشته باشید، هم اکنون پشتیبانی نسخه 2x پایتون به پایان رسیده است. بنابراین	همانند دروس پیش شی گرایی و به منظور جلوگیری از پیچیدگی‌های غیر ضروری، تمام مطالب این درس بر مبنای پایتون 3x ارائه می‌شود.
-
-
-
 
 
 :emoji-size:`✔` سطح: متوسط
@@ -398,7 +396,5 @@
 
 :emoji-size:`😊` امیدوارم مفید بوده باشه
 
-`لطفا دیدگاه و سوال‌های مرتبط با این درس خود را در کدرز مطرح نمایید. <https://www.coderz.ir/python-tutorial-oop-metaclass-abstraction>`_
-
 
 
diff --git a/source/lessons/l20.rst b/source/lessons/l20-encapsulation-polymorphism-in-python.rst
similarity index 94%
rename from source/lessons/l20.rst
rename to source/lessons/l20-encapsulation-polymorphism-in-python.rst
index b5ee47b..a196d08 100644
--- a/source/lessons/l20.rst
+++ b/source/lessons/l20-encapsulation-polymorphism-in-python.rst
@@ -1,10 +1,11 @@
 .. role:: emoji-size
 
 .. meta::
-   :description: کتاب آموزش زبان برنامه نویسی پایتون به فارسی، آموزش شی گرایی در پایتون، OOP در پایتون،  Encapsulation در پایتون و چندریختی (Polymorphism) در پایتون، Operator Overloading در پایتون، Method overriding در پایتون، Method overloading در پایتون
-   :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, Encapsulation, کتابخانه, پایتون, شی گرایی در پایتون, Polymorphism
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس بیستم: شی گرایی (OOP) در پایتون: Encapsulation و چندریختی (Polymorphism) (OOP)
 
 
+.. _lesson-20:
+
 درس ۲۰: شی گرایی (OOP) در پایتون: Encapsulation و چندریختی (Polymorphism)
 ===================================================================================================
 
@@ -17,9 +18,6 @@
 
 این درس در ادامه دروس گذشته مرتبط با آموزش شی گرایی در زبان برنامه‌نویسی پایتون می‌باشد. تاکنون با دو تا از چهار مفهوم مهم در شی‌گرایی آشنا شده‌ایم: **وراثت (Inheritance)** - درس هجدهم و **انتزاع (Abstraction)** - درس نوزدهم. این درس به بررسی دو مورد باقی‌مانده، یعنی **کپسوله‌سازی (Encapsulation)** و **چندریختی (Polymorphism)** در زبان برنامه‌نویسی پایتون می‌پردازد.
 
-توجه داشته باشید، هم اکنون پشتیبانی نسخه 2x پایتون به پایان رسیده است. بنابراین	همانند دروس پیش شی گرایی و به منظور جلوگیری از پیچیدگی‌های غیر ضروری، تمام مطالب این درس بر مبنای پایتون 3x ارائه می‌شود.
-
-
 
 :emoji-size:`✔` سطح: متوسط
 
@@ -348,7 +346,5 @@ Operator Overloading
 
 :emoji-size:`😊` امیدوارم مفید بوده باشه
 
-`لطفا دیدگاه و سوال‌های مرتبط با این درس خود را در کدرز مطرح نمایید. <https://www.coderz.ir/python-tutorial-oop-encapsulation-polymorphism>`_
-
 
 
diff --git a/source/lessons/l21.rst b/source/lessons/l21-descriptors-and-context-manager-in-python.rst
similarity index 96%
rename from source/lessons/l21.rst
rename to source/lessons/l21-descriptors-and-context-manager-in-python.rst
index 0603051..79c99cd 100644
--- a/source/lessons/l21.rst
+++ b/source/lessons/l21-descriptors-and-context-manager-in-python.rst
@@ -1,10 +1,11 @@
 .. role:: emoji-size
 
 .. meta::
-   :description: کتاب آموزش زبان برنامه نویسی پایتون به فارسی، آموزش شی گرایی در پایتون، OOP در پایتون،  Decorators در پایتون، Descriptors در پایتون، property@ در پایتون، Context Manager در پایتون، دستور with / as
-   :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, Decorators, کتابخانه, پایتون, شی گرایی در پایتون, Descriptors,property@ 
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس بیست و یکم: شی گرایی (OOP) در پایتون: Context Manager ،Descriptors ،Decorator
 
 
+.. _lesson-21:
+
 درس ۲۱: شی گرایی (OOP) در پایتون: Context Manager ،Descriptors ،Decorator
 ===================================================================================================
 
@@ -18,10 +19,6 @@
 این درس نیز در ادامه مجموعه دروس آموزش شی گرایی در زبان برنامه‌نویسی پایتون می‌باشد که به شرح و جمع‌بندی برخی موارد مرتبط با مفاهیم کلاس و شی موجود در پایتون می‌پردازد. مواردی که ممکن است قابل گذر باشند ولی هریک نکاتی دارند که در توسعه برنامه شی گرای پایتونی به شما کمک خواهند کرد. مواردی همچون صفت ویژه __slots__ در کلاس‌ها، ایجاد Decorator با استفاده از کلاس در پایتون و همچنین ایجاد قابلیت getter و setter در پایتون با استفاده از مفاهیم Descriptors و دکوراتور property که در ادامه تا حد کافی شرح داده خواهند شد.
 
 
-توجه داشته باشید، هم اکنون پشتیبانی نسخه 2x پایتون به پایان رسیده است. بنابراین	همانند دروس پیش شی گرایی و به منظور جلوگیری از پیچیدگی‌های غیر ضروری، تمام مطالب این درس بر مبنای پایتون 3x ارائه می‌شود.
-
-
-
 :emoji-size:`✔` سطح: متوسط
 
 ----
@@ -306,6 +303,8 @@ Decorators
 علاوه بر اینکه با استفاده از کلاس می‌توان یک Decorator ایجاد کرد، از Decorator‌ها نیز می‌توان بر روی کلاس یا متدهای داخل یک کلاس بهره گرفت. در ادامه به بررسی این موارد می‌پردازیم.
 
 
+.. _python-decorator-on-methods:
+
 قراردادن Decorator بر روی متد
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
@@ -352,6 +351,7 @@ Decorators
 در نمونه کد بالا یک Decorator با نام ``debug`` ایجاد گردیده است (Decorator درس سیزدهم و f-string درس هفتم)، با قراردادن این Decorator بر روی یک تابع یا متد: نام تابع، آرگومان‌های ارسال شده و همچنین مقدار خروجی تابع را بر روی خروجی نمایش می‌دهد.
 
 
+.. _python-decorator-on-class:
 
 قراردادن Decorator بر روی کلاس
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -399,6 +399,8 @@ Decorators
 
 
 
+.. _python-decorator-class:
+
 کلاس به عنوان Decorator
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
@@ -948,7 +950,6 @@ Context Manager و دستور ``with/as``
 
 :emoji-size:`😊` امیدوارم مفید بوده باشه
 
-`لطفا دیدگاه و سوال‌های مرتبط با این درس خود را در کدرز مطرح نمایید. <https://www.coderz.ir/python-tutorial-oop-slots-descriptors-property>`_
 
 
 
diff --git a/source/lessons/l22.rst b/source/lessons/l22-type-hinting-and-data-class-in-python.rst
similarity index 98%
rename from source/lessons/l22.rst
rename to source/lessons/l22-type-hinting-and-data-class-in-python.rst
index 72c05cd..dcc5be2 100644
--- a/source/lessons/l22.rst
+++ b/source/lessons/l22-type-hinting-and-data-class-in-python.rst
@@ -1,10 +1,11 @@
 .. role:: emoji-size
 
 .. meta::
-   :description: کتاب آموزش زبان برنامه نویسی پایتون به فارسی، آموزش شی گرایی در پایتون، OOP در پایتون، دیتا کلاس در پایتون، Data Classe در پایتون
-   :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, Data Class, کتابخانه, پایتون, شی گرایی در پایتون
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس بیست و دوم: شی گرایی (OOP) در پایتون: Type Hinting و دیتا کلاس (Data Class)
 
 
+.. _lesson-22: 
+
 درس ۲۲: شی گرایی (OOP) در پایتون: Type Hinting و دیتا کلاس (Data Class)
 ===================================================================================================
 
@@ -604,6 +605,7 @@ Data Classes
     SyntaxError: non-default argument follows default argument
 
 
+.. _data-class-type-hinting: 
 
 Type Hinting
 ~~~~~~~~~~~~~~~~~~~~~~
@@ -834,6 +836,7 @@ Immutable Data Classes
     dataclasses.FrozenInstanceError: cannot assign to field 'name'
 
 
+.. _data-class-inheritance: 
 
 وراثت (Inheritance)
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -886,7 +889,5 @@ Immutable Data Classes
 
 :emoji-size:`😊` امیدوارم مفید بوده باشه
 
-`لطفا دیدگاه و سوال‌های مرتبط با این درس خود را در کدرز مطرح نمایید. <https://www.coderz.ir/python-tutorial-oop-type-hinting-data-class>`_
-
 
 
diff --git a/source/lessons/l23.rst b/source/lessons/l23-traceback-and-exception-handling-in-python.rst
similarity index 98%
rename from source/lessons/l23.rst
rename to source/lessons/l23-traceback-and-exception-handling-in-python.rst
index 5e45169..eb3927c 100644
--- a/source/lessons/l23.rst
+++ b/source/lessons/l23-traceback-and-exception-handling-in-python.rst
@@ -1,10 +1,11 @@
 .. role:: emoji-size
 
 .. meta::
-   :description: کتاب آموزش زبان برنامه نویسی پایتون به فارسی، مدیریت خطا در پایتون، Exception در پایتون، Traceback در پایتون، try/except/else/finally پایتون
-   :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, کتابخانه, پایتون, Exception در پایتون
+      :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس بیست و سوم: مدیریت خطا در پایتون: Exception ،Traceback و Exception Handling
 
 
+.. _lesson-23: 
+
 درس ۲۳: مدیریت خطا در پایتون: Exception ،Traceback و Exception Handling
 ===================================================================================================
 
@@ -20,8 +21,6 @@
 
 این درس تمام مفاهیم مربوط به **Error** و **Exception** را در زبان‌ برنامه‌نویسی پایتون پوشش نمی‌دهد و مطالب باقی مانده طی درس بعد ارائه خواهد شد.
 
-توجه داشته باشید، هم اکنون پشتیبانی نسخه 2x پایتون به پایان رسیده است. بنابراین	به منظور جلوگیری از پیچیدگی‌های غیر ضروری، تمام مطالب این درس بر مبنای پایتون 3x ارائه می‌شود.
-
 
 
 :emoji-size:`✔` سطح: متوسط
@@ -35,6 +34,8 @@
 ----
 
 
+.. _introduction-to-python-errors: 
+
 مقدمه
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
@@ -71,6 +72,7 @@
 
 زمانی که برنامه پایتونی به اجرا درمی‌آید، یعنی از نظر رعایت قوانین یا سینتکس مشکلی وجود نداشته است، بنابراین باقی خطاها در زمان اجرا رخ خواهند داد. در زبان برنامه‌نویسی پایتون تمام خطاهای زمان اجرا در قالب یک Exception اعلام یا به اصطلاح **raise** خواهند شد.
 
+.. _python-traceback: 
 
 ردیابی خطا در پایتون (Traceback)
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -173,6 +175,8 @@
 این نکته را نیز در نظر بگیرید - همانطور که اگر به خروجی‌های دقت کرده باشید حتما متوجه شده‌اید در دو حالت مربوط به گزارش خطای مربوط به ``SyntaxError`` خبری از سطر ``:Traceback (most recent call last)``  که در حالت خطای زمان اجرای ``TypeError`` مشاهده کردیم، نمی‌باشد. در واقع این سطر تنها در گزارش خطاهایی که پس از اجرای برنامه رخ دهند (Runtime errors)، نمایش داده خواهد شد. در زمان بررسی و ترجمه کد پایتون به بایت‌کد هرجا مشکلی باشد عملیات در همان نقطه متوقف می‌شود و صرفا گزارشی مبنی بر ابراز آن نقطه به برنامه‌نویس ارايه می‌گردد و نه چیزی که بتوان آن را یک گزارش ردیابی با Traceback نامید چرا که هنوز برنامه به اجرا درنیامده و اصلا نیازی به این کار نیست!
 
 
+.. _python-exception-handling: 
+
 مدیریت خطا (Exception Handling)
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
@@ -838,7 +842,5 @@ Exception Hierarchy
 
 :emoji-size:`😊` امیدوارم مفید بوده باشه
 
-`لطفا دیدگاه و سوال‌های مرتبط با این درس خود را در کدرز مطرح نمایید. <https://www.coderz.ir/python-tutorial-error-exception-traceback>`_
-
 
 
diff --git a/source/lessons/l24.rst b/source/lessons/l24-raise-exception-warning-and-assertion-in-python.rst
similarity index 96%
rename from source/lessons/l24.rst
rename to source/lessons/l24-raise-exception-warning-and-assertion-in-python.rst
index 65e7b3a..acabcb2 100644
--- a/source/lessons/l24.rst
+++ b/source/lessons/l24-raise-exception-warning-and-assertion-in-python.rst
@@ -1,10 +1,11 @@
 .. role:: emoji-size
 
 .. meta::
-   :description: کتاب آموزش زبان برنامه نویسی پایتون به فارسی، مدیریت خطا در پایتون، raise Exception در پایتون، Warning در پایتون، Assertion پایتون, assert در پایتون
-   :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, کتابخانه, پایتون, Exception در پایتون
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس بیست و چهارم: مدیریت خطا در پایتون: Warning ،raise Exception و Assertion
 
 
+.. _lesson-24: 
+
 درس ۲۴: مدیریت خطا در پایتون: Warning ،raise Exception و Assertion
 ===================================================================================================
 
@@ -19,10 +20,6 @@
 این درس در ادامه درس پیش می‌باشد و به شرح مفاهیم باقی‌مانده پیرامون مفهوم Exception در زبان برنامه‌نویسی پایتون می‌پردازد. اینکه چگونه می‌توان با استفاده از دستور raise یک Exception را به صورت عمدی در برنامه بروز داد و همچنین چگونه می‌شود یک Exception در زبان برنامه‌نویسی پایتون ایجاد نماییم. در ادامه این درس به بررسی مفاهیم Warning و Assertion در زبان‌برنامه‌نویسی پایتون و نیز ارتباط آن‌ها با Exception می‌پردازد.
 
 
-توجه داشته باشید، هم اکنون پشتیبانی نسخه 2x پایتون به پایان رسیده است. بنابراین	به منظور جلوگیری از پیچیدگی‌های غیر ضروری، تمام مطالب این درس بر مبنای پایتون 3x ارائه می‌شود.
-
-
-
 :emoji-size:`✔` سطح: متوسط
 
 ----
@@ -606,7 +603,5 @@ Warnings Filter
 
 :emoji-size:`😊` امیدوارم مفید بوده باشه
 
-`لطفا دیدگاه و سوال‌های مرتبط با این درس خود را در کدرز مطرح نمایید. <https://www.coderz.ir/python-tutorial-raise-exception-warnings-assertion>`_
-
 
 
diff --git a/source/lessons/l25.rst b/source/lessons/l25-python-module-datetime.rst
similarity index 98%
rename from source/lessons/l25.rst
rename to source/lessons/l25-python-module-datetime.rst
index b1d28df..0227b90 100644
--- a/source/lessons/l25.rst
+++ b/source/lessons/l25-python-module-datetime.rst
@@ -1,8 +1,10 @@
 .. role:: emoji-size
 
 .. meta::
-   :description: کتاب آموزش زبان برنامه نویسی پایتون به فارسی، datetime در پایتون، time در پایتون، calendar پایتون، timezone پایتون، timedelta پایتون، tzinfo پایتون
-   :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, کتابخانه, پایتون, datetime در پایتون
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس بیست و پنجم: زمان در پایتون: ماژول‌ datetime
+
+
+.. _lesson-25: 
 
 
 درس ۲۵: زمان در پایتون: ماژول‌ datetime 
@@ -21,9 +23,6 @@
 
 برای کار با زمان سه ماژول در کتابخانه استاندارد زبان برنامه‌نویسی پایتون آماده شده است؛ time ،datetime و calendar. این درس به شرح کامل ماژول datetime پایتون اختصاص یافته است. ماژول datetime پایتون انواع یا کلاس‌های زیادی را برای ایجاد اشیا مرتبط با زمان و دستکاری (manipulating) آن‌ها فراهم آورده است، همچون ``time`` ،``date`` ،``timezone`` ،``timedelta`` و ``datetime`` که همگی در این درس بررسی خواهند شد.
 
-توجه داشته باشید، هم اکنون پشتیبانی نسخه 2x پایتون به پایان رسیده است. بنابراین	به منظور جلوگیری از پیچیدگی‌های غیر ضروری، تمام مطالب این درس بر مبنای پایتون 3x ارائه می‌شود.
-
-
 
 :emoji-size:`✔` سطح: متوسط
 
@@ -36,6 +35,7 @@
 ----
 
 
+.. _python-datetime-module: 
 
 ماژول datetime
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -268,6 +268,9 @@
 
 این کلاس [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#date-objects>`__] نمایش ایجاد یک شی تاریخ بر اساس گاه‌شماری میلادی (Gregorian calendar) در زبان برنامه‌نویسی پایتون می‌باشد. در واقع کاربرد این شی، نگهداری از اطلاعات مربوط به یک تاریخ مشخص خواهد بود (همچون:‌ سال، ماه و روز). در ادامه این بخش به بررسی چگونگی ایجاد این شی و اجزای آن خواهیم پرداخت.
 
+
+.. _python-create-date-objects: 
+
 ایجاد شی ``date``
 ------------------
 
@@ -400,6 +403,9 @@
     >>> d = date.fromisocalendar(2021, 14, 3) # Wednesday, April 7, 2021
 
 
+
+.. _python-comparing-date-objects: 
+
 مقایسه دو شی ``date``
 ----------------------------
 دو شی ``datetime.date`` پایتون قابلیت مقایسه با یکدیگر را دارند. همچنین می‌توان با استفاده از یک شی ``datetime.timedelta`` مقدار یک شی ``date`` را به جلو یا عقب هدایت کرد:
@@ -430,6 +436,8 @@
 توجه داشته باشید حاصل تفاضل دو شی تاریخ پایتون یک شی از نوع ``datetime.timedelta`` خواهد بود!
 
 
+.. _python-date-methods: 
+
 متدهای شی ``date``
 ----------------------------
 
@@ -528,6 +536,9 @@
 
 این کلاس [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#time-objects>`__] نمایش ایجاد یک شی ساعت در لحظه‌ای مشخص از شبانه‌روز در زبان برنامه‌نویسی پایتون می‌باشد. در واقع کاربرد این شی، نگهداری از اطلاعات مربوط به یک ساعت مشخص خواهد بود (همچون: ساعت، دقیقه، ثانیه و...). در ادامه این بخش به بررسی چگونگی ایجاد این نوع شی و اجزای آن خواهیم پرداخت.
 
+
+.. _python-create-time-objects: 
+
 ایجاد شی ``time``
 ------------------
 
@@ -643,6 +654,9 @@
     >>> t
     datetime.time(4, 0, tzinfo=datetime.timezone(datetime.timedelta(seconds=16200)))
 
+
+.. _python-comparing-time-objects: 
+
 مقایسه دو شی ``time``
 ----------------------------
 
@@ -691,6 +705,8 @@
 همچنین توجه داشته باشید که نمی‌توان از عملگرهایی همچون ``-`` یا ``+`` برای اشیای ``datetime.time`` استفاده کرد.
 
 
+.. _python-time-methods:
+
 متدهای شی ``time``
 ----------------------------
 
@@ -781,6 +797,8 @@
 * **متد** ``(format)strftime`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.time.strftime>`__]: این متد بسیار پرکاربرد است و عملکرد آن به این صورت می‌باشد که یک قالب (format) را دریافت و معادل ``str`` از شی مورد نظر را بر اساس ساختار آن قالب برمی‌گردادند. ساختار قالب در اینجا با آنچه توسط استاندارد ISO 8601 مطرح شده است کمی متفاوت می‌باشد که در انتهای این درس مورد بررسی قرار خواهد گرفت.
 
 
+.. _python-time-naive-aware:
+
 naive / aware
 ----------------------------
 
@@ -799,6 +817,7 @@ naive / aware
 اشیای این کلاس پرکاربردترین و رایج‌ترین نوع از ماژول datetime هستند چرا که به طور هم زمان نسبت به ساعت (Time) و تاریخ (Date) آگاهی دارند [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime-objects>`__]. اساس محاسبه تاریخ در این کلاس نیز همانند ``datetime.date`` بر اساس گاه‌شماری میلادی (Gregorian calendar) و اساس محاسبه ساعت نیز همانند کلاس ``datetime.time`` به ازای هر شبانه‌روز دقیقا برابر ``24*3600`` ثانیه می‌باشد.
 
 
+.. _python-create-datetime-objects:
 
 ایجاد شی ``datetime``
 ---------------------------
@@ -988,6 +1007,8 @@ naive / aware
 این متد بسیار پرکاربرد بوده و عملکرد آن به این صورت می‌باشد که یک زمان مشخص را از نوع ``str`` به همراه قالب آن زمان دریافت و یک شی از کلاس ``datetime.datetime`` برمی‌گرداند. ساختار قالب در اینجا با آنچه توسط استاندارد ISO 8601 مطرح شده است کمی متفاوت می‌باشد که در انتهای این درس مورد بررسی قرار خواهد گرفت.
 
 
+.. _python-comparing-datetime-objects:
+
 مقایسه دو شی ``datetime``
 ----------------------------
 دو شی ``datetime.datetime`` پایتون قابلیت مقایسه با یکدیگر را دارند اگر هر دو naive یا هر دو aware باشند. همچنین می‌توان با استفاده از یک شی ``datetime.timedelta`` مقدار یک شی ``datetime`` را به جلو یا عقب هدایت کرد:
@@ -1043,6 +1064,8 @@ naive / aware
 در کد بالا درست است که هر دو شی ``t_et`` و ``t_ir`` حاوی یک تاریخ و یک ساعت (``12:00:00 15-04-2021``) می‌باشند ولی باید به این نکته توجه داشت، در حالی ``t_et`` ساعت دوازده را نمایش می‌دهد که نسبت به منطقه زمانی مبنا (UTC) پنج ساعت عقب‌تر است؛ در واقع نه ساعت و سی دقیقه بعد، ``t_ir`` به زمانی خواهد رسید که ``t_et`` اکنون آن را نمایش می‌دهد!
 
 
+.. _python-datetime-methods:
+
 متدهای شی ``datetime``
 ----------------------------
 
@@ -1228,6 +1251,7 @@ naive / aware
 
 
 
+.. _python-datetime-naive-aware:
 
 naive / aware
 ----------------------------
@@ -1323,7 +1347,5 @@ naive / aware
 
 :emoji-size:`😊` امیدوارم مفید بوده باشه
 
-`لطفا دیدگاه و سوال‌های مرتبط با این درس خود را در کدرز مطرح نمایید. <https://www.coderz.ir/python-tutorial-datetime>`_
-
 
 

From 88bd76e47a3f3702c3f9782d48a385d72a6c9de3 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Fri, 28 Apr 2023 22:34:48 +0330
Subject: [PATCH 63/79] Update README.md

---
 README.md | 22 ++++++++++++++++------
 1 file changed, 16 insertions(+), 6 deletions(-)

diff --git a/README.md b/README.md
index 4ec3c60..f77cad7 100644
--- a/README.md
+++ b/README.md
@@ -1,19 +1,29 @@
-# Python in Persian
+
+# Python in Persian (Updated with Python 3.11)
 
 [![Documentation Status](https://readthedocs.org/projects/pythonpersiantutorial/badge/?version=latest)](https://readthedocs.org/projects/pythonpersiantutorial/?badge=latest)
 
+<p align="center">
+    <img height="300" src="https://python.coderz.ir/_images/python-3-11.png">
+</p>
+
 This is an open-source and online book that provides a comprehensive tutorial on the Python programming language in Persian. The book is available at [python.coderz.ir](https://python.coderz.ir/) and covers a wide range of topics, including:
 
 - Introduction
 - Setup and starting a new project
-- Data types
+- Interactive mode
+- Data types and data structures
 - Control flow statements
-- Functions
-- Object-oriented programming
-- Exception handling
 - File handling
+- Standard library
+- Functions
+- Decorator‌, Generator and lambda
 - Regular expressions
-- Debugging techniques
+- Object-oriented programming
+- Descriptors and Context Manager
+- Type hinting and Data class
+- Exception and Exception handling
+- Warning and Assertion
 - Date and Time
 
 This book is designed for Persian-speaking learners without prior experience with programming languages. The book covers all the essential topics, from basic to intermediate programming, and each chapter includes code examples to help learners understand the material.

From 1c1f8228efa6ea92b83259215b3dc5df729f6298 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Wed, 3 May 2023 21:53:34 +0330
Subject: [PATCH 64/79] fixed code blocks

---
 source/lessons/l02-setup-python.rst           | 10 +++-
 .../l03-create-and-run-a-python-project.rst   |  4 +-
 .../lessons/l04-python-interactive-mode.rst   |  8 +++-
 .../lessons/l11-python-standard-library.rst   |  8 +++-
 source/lessons/l12-function-in-python.rst     |  4 +-
 ...rator-and-lambda-with-python-functions.rst |  8 +++-
 ...ve-functions-and-memoization-in-python.rst | 31 ++++++------
 .../l15-regular-expression-in-python.rst      | 10 +++-
 source/lessons/l16-python-module-re.rst       | 48 ++++++++++++++-----
 ...eback-and-exception-handling-in-python.rst |  7 ++-
 source/lessons/l25-python-module-datetime.rst | 40 +++++++++++++---
 11 files changed, 130 insertions(+), 48 deletions(-)

diff --git a/source/lessons/l02-setup-python.rst b/source/lessons/l02-setup-python.rst
index 2f9164c..d276949 100644
--- a/source/lessons/l02-setup-python.rst
+++ b/source/lessons/l02-setup-python.rst
@@ -85,7 +85,11 @@
 
 البته امکان دستکاری Path در هر زمانی وجود دارد:
 
-مسیر Control Panel > System > Advanced system settings > Advanced را طی کرده و سپس با کلیک بر روی Environment Variables پنجره‌ جدیدی باز می‌گردد که در قسمت System variables آن Path را پیدا و انتخاب نمایید. بر روی Edit در پایین همان پنجره کلیک کرده و عبارت ``;C:\Python34;C:\Python34\Scripts`` (برای نسخه 3.4) را به ابتدای متن موجود در قسمت Variable value پنجره‌ جدید وارد و سپس بر روی دکمه‌ OK کلیک نمایید. :)
+مسیر Control Panel > System > Advanced system settings > Advanced را طی کرده و سپس با کلیک بر روی Environment Variables پنجره‌ جدیدی باز می‌گردد که در قسمت System variables آن Path را پیدا و انتخاب نمایید. بر روی Edit در پایین همان پنجره کلیک کرده و عبارت زیر (برای نسخه 3.4) را به ابتدای متن موجود در قسمت Variable value پنجره‌ جدید وارد و سپس بر روی دکمه‌ OK کلیک نمایید. :)
+
+::
+
+        C:\Python34;C:\Python34\Scripts;
 
 
 .. image:: /_static/lessons/l02-add-path-on-windows.png
@@ -352,7 +356,9 @@ pip از زمان انتشار نسخه‌ 3.4 به بسته‌ نصبی پای
 
   برای بروز رسانی خود pip نیز از همین الگو استفاده می‌شود: ``pip install --upgrade pip``
 
-  البته در ویندوز می‌بایست از دستور ``python -m pip install -U pip`` استفاده نمایید.
+  البته در ویندوز می‌بایست از دستور زیر استفاده نمایید::
+
+          python -m pip install -U pip
 
   به جای ``upgrade--`` می توانید از ``U-`` نیز استفاده نمایید.
 
diff --git a/source/lessons/l03-create-and-run-a-python-project.rst b/source/lessons/l03-create-and-run-a-python-project.rst
index 064be0b..72c4914 100644
--- a/source/lessons/l03-create-and-run-a-python-project.rst
+++ b/source/lessons/l03-create-and-run-a-python-project.rst
@@ -224,9 +224,9 @@
 
 .. admonition:: تمرین
     
-  یک اسکریپت پایتون ایجاد کنید که نام و سن شما را تنها با یکبار استفاده از تابع ``()print`` به صورت پایین بر روی خروجی نمایش دهد:
+  یک اسکریپت پایتون ایجاد کنید که نام و سن شما را تنها با یکبار استفاده از تابع ``()print`` به صورت پایین بر روی خروجی نمایش دهد::
       
-  ``Name: Hideyoshi Nagachika - Age: 19``  
+      Name: Hideyoshi Nagachika - Age: 19  
 
   ** حالت‌های مختلفی که می‌توان به این ساختار از خروجی رسید را امتحان نمایید (ورودی‌های متفاوت)
 
diff --git a/source/lessons/l04-python-interactive-mode.rst b/source/lessons/l04-python-interactive-mode.rst
index 63a0506..a7abc88 100644
--- a/source/lessons/l04-python-interactive-mode.rst
+++ b/source/lessons/l04-python-interactive-mode.rst
@@ -543,11 +543,15 @@
 
   نمونه دستور اجرای اسکریپت:
 
-  ``python script.py "Hideyoshi Nagachika" 19``
+  ::
+
+        python script.py "Hideyoshi Nagachika" 19
 
   نمونه خروجی اسکریپت:
 
-  ``Name: Hideyoshi Nagachika - Age: 19`` 
+  ::
+
+        Name: Hideyoshi Nagachika - Age: 19 
 
 
 .. _lesson-04-footer: 
diff --git a/source/lessons/l11-python-standard-library.rst b/source/lessons/l11-python-standard-library.rst
index 78a1fc7..9967a8f 100644
--- a/source/lessons/l11-python-standard-library.rst
+++ b/source/lessons/l11-python-standard-library.rst
@@ -637,7 +637,9 @@ os.path
       >>>
 
   .. note::
-    هر مسیر می‌بایست دقیقا شامل یک کاراکتر جدا کننده دایرکتوری (``os.sep``) باشد در غیر این صورت اجزا فقط از آخرین نمونه به بعد در نظر گرفته می‌شوند. این اتفاق در توپِل سوم ``('one', 'two', '/three', 'four/')`` از نمونه کد بالا رخ داده است.
+    هر مسیر می‌بایست دقیقا شامل یک کاراکتر جدا کننده دایرکتوری (``os.sep``) باشد در غیر این صورت اجزا فقط از آخرین نمونه به بعد در نظر گرفته می‌شوند. این اتفاق در توپِل سوم  از نمونه کد بالا رخ داده است::
+               
+                ('one', 'two', '/three', 'four/')
 
 
 * ``(os.path.expanduser(path``: این تابع تنها یک پارامتر با ترکیب ``user~`` می‌پذیرد و کاراکتر ``~`` را به مسیر دایرکتوری کاربر user در سیستم عامل تبدیل می‌کند [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.expanduser>`__]::
@@ -713,7 +715,9 @@ os.path
       one\..\one\two\three : one\two\three
 
 
-* ``(os.path.abspath(path``: مسیر نسبی را نرمال‌سازی کرده و به مسیر مطلق (Absolute - مسیری از ابتدا یا همان روت سیستم فایل - در گنولینوکس: مسیری که با ``/`` شروع شده باشد - در ویندوز: مسیری که با نام یک درایو شروع شده باشد) تبدیل می‌کند. حاصل این تابع برابر با حاصل ``(os.path.normpath(os.path.join(os.getcwd(), path)`` می‌باشد. [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.abspath>`__]:
+* ``(os.path.abspath(path``: مسیر نسبی را نرمال‌سازی کرده و به مسیر مطلق (Absolute - مسیری از ابتدا یا همان روت سیستم فایل - در گنولینوکس: مسیری که با ``/`` شروع شده باشد - در ویندوز: مسیری که با نام یک درایو شروع شده باشد) تبدیل می‌کند. حاصل این تابع برابر با حاصل متد پایین می‌باشد. [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.abspath>`__]::
+
+         (os.path.normpath(os.path.join(os.getcwd(), path)
 
 
   .. code:: python
diff --git a/source/lessons/l12-function-in-python.rst b/source/lessons/l12-function-in-python.rst
index f29d495..f80b173 100644
--- a/source/lessons/l12-function-in-python.rst
+++ b/source/lessons/l12-function-in-python.rst
@@ -862,7 +862,9 @@
       >>> 
 
   .. tip:: 
-      با توضیحات ارائه شده، در یک تابع با سرآیندی همچون ``def f(a, b, /, c, d, *, e, f)``  ارسال آرگومان برای دو پارامتر ``a`` و ``b`` به روش نام=مقدار ممنوع است (positional-only) و ارسال آرگومان برای دو پارامتر ``c`` و ``d`` می‌تواند با استفاده از هر دو روش نام=مقدار یا موقعیت باشد (positional or keyword) و همچنین ارسال آرگومان برای دو پارامتر ``e`` و ``f`` تنها با روش مقدار=نام مجاز خواهد بود (keyword-only).
+      با توضیحات ارائه شده، در یک تابع با سرآیندی همچون نمونه پایین  ارسال آرگومان برای دو پارامتر ``a`` و ``b`` به روش نام=مقدار ممنوع است (positional-only) و ارسال آرگومان برای دو پارامتر ``c`` و ``d`` می‌تواند با استفاده از هر دو روش نام=مقدار یا موقعیت باشد (positional or keyword) و همچنین ارسال آرگومان برای دو پارامتر ``e`` و ``f`` تنها با روش مقدار=نام مجاز خواهد بود (keyword-only)::
+
+              def f(a, b, /, c, d, *, e, f)
 
 
 |
diff --git a/source/lessons/l13-decorator-generator-and-lambda-with-python-functions.rst b/source/lessons/l13-decorator-generator-and-lambda-with-python-functions.rst
index b66c724..99bee66 100644
--- a/source/lessons/l13-decorator-generator-and-lambda-with-python-functions.rst
+++ b/source/lessons/l13-decorator-generator-and-lambda-with-python-functions.rst
@@ -620,7 +620,11 @@ List Comprehensions
 
 توجه داشته باشید، چنانچه نتیجه اعمال List Comprehensions در هر نوبت شامل بیش از یک عضو باشد، می‌بایست مقادیر نتایج در داخل یک پرانتز قرار داده شوند (به صورت یک شی توپِل - tuple). 
 
-به نمونه ``[x,y) for x in a for y in b if x > 0)]`` و خروجی آن توجه نمایید. با توجه به این موضوع عبارت زیر از نظر مفسر پایتون نادرست می‌باشد::
+مانند::
+
+    [(x,y) for x in a for y in b if x > 0]
+
+با توجه به این موضوع عبارت زیر از نظر مفسر پایتون نادرست می‌باشد::
 
   >>> [x,y for x in a for y in b]
     File "<stdin>", line 1
@@ -638,7 +642,7 @@ List Comprehensions
   'before'
 
 
-اکنون List Comprehensions حوزه خود را دارد. [`توضیحات بیشتر <https://stackoverflow.com/a/4199355/8434370>`__]
+اکنون List Comprehensions حوزه خود را دارد، در نتیجه مقدار متغیر خارج از آن بدون تغییر باقی می‌ماند. [`توضیحات بیشتر <https://stackoverflow.com/a/4199355/8434370>`__]
 
 
 
diff --git a/source/lessons/l14-recursive-functions-and-memoization-in-python.rst b/source/lessons/l14-recursive-functions-and-memoization-in-python.rst
index f4dfa7f..4205eb6 100644
--- a/source/lessons/l14-recursive-functions-and-memoization-in-python.rst
+++ b/source/lessons/l14-recursive-functions-and-memoization-in-python.rst
@@ -313,7 +313,11 @@ Function Attributes
 
   function_name.attribute_name = attribute_value
 
-همچنین برای این منظور می‌توان از تابع آماده ``(setattr(object, name, value`` استفاده کرد [`اسناد پایتون <https://docs.python.org/3/library/functions.html#setattr>`__]. این تابع سه آرگومان دریافت می‌کند؛ شی‌ای که می‌خواهید یک Attribute به آن اضافه کنید (در اینجا تابع)، نام (از نوع رشته - string) و مقدار Attribute مورد نظر::
+همچنین برای این منظور می‌توان از تابع آماده ``setattr`` استفاده کرد [`اسناد پایتون <https://docs.python.org/3/library/functions.html#setattr>`__]. این تابع سه آرگومان دریافت می‌کند؛ شی‌ای که می‌خواهید یک Attribute به آن اضافه کنید (در اینجا تابع)، نام (از نوع رشته - string) و مقدار Attribute مورد نظر::
+
+          setattr(object, name, value)
+
+::
 
   >>> setattr(foo, 'name', 'Saeid')
   >>> setattr(foo, 'age', 32)
@@ -328,7 +332,12 @@ Function Attributes
   >>> foo.__dict__
   {'is_done': True, 'name': 'Saeid', 'age': 32}
 
-برای دریافت مقدار یک Attribute مشخص می‌توانید از تابع آماده ``([getattr(object, name[, default`` نیز استفاده کرد [`اسناد پایتون <https://docs.python.org/3/library/functions.html#getattr>`__]. این تابع دو پارامتر اجباری (``object`` و ``name``) و یک پارامتر اختیاری (``default``) دارد. در صورتی که شی مورد نظر (در اینجا تابع) فاقد صفت مورد نظر باشد مقدار default (در صورت ارسال) برگردانده خواهد شد::
+برای دریافت مقدار یک Attribute مشخص می‌توانید از تابع آماده ``getattr`` نیز استفاده کرد [`اسناد پایتون <https://docs.python.org/3/library/functions.html#getattr>`__]. این تابع دو پارامتر اجباری (``object`` و ``name``) و یک پارامتر اختیاری (``default``) دارد. در صورتی که شی مورد نظر (در اینجا تابع) فاقد صفت مورد نظر باشد مقدار default (در صورت ارسال) برگردانده خواهد شد::
+
+
+   getattr(object, name[, default])
+
+::
 
   >>> getattr(foo, 'is_done')
   True
@@ -402,7 +411,12 @@ eval
   >>> eval('math.sin(3.5+x) + 7.2')
   6.494459674429608
 
-بر اساس تعریف موجود در اسناد پایتون ``([[eval(object[, globals[, locals``، این تابع شامل دو پارامتر  ``globals`` و ``locals`` نیز می‌شود که ارسال آرگومان به آن‌ها اختیاری است. هر دو از نوع دیکشنری (dict) هستند که Scope یا حوزه‌های global و  local کدی که باید اجرا شود (پارامتر یکم تابع) را  ارايه می‌دهند::
+بر اساس تعریف موجود در اسناد پایتون ``eval``، این تابع شامل دو پارامتر  ``globals`` و ``locals`` نیز می‌شود که ارسال آرگومان به آن‌ها اختیاری است. هر دو از نوع دیکشنری (dict) هستند که Scope یا حوزه‌های global و  local کدی که باید اجرا شود (پارامتر یکم تابع) را  ارايه می‌دهند::
+
+
+    eval(object[, globals[, locals]])
+
+::
 
   >>> globals_env = {'x': 7, 'y': 10, 'birds': ['Parrot', 'Swallow', 'Albatross']}
   >>> locals_env = {}
@@ -432,11 +446,6 @@ exec
   3
   4
 
-.. note::
-    ``exec`` در پایتون نسخه 2x به صورت تابع تعریف نشده است و به صورت یک دستور به کار می‌رود [`اسناد پایتون <https://docs.python.org/2.7/reference/simple_stmts.html#exec>`__]::
-
-      >>> exec 'import math; x=2; print(math.sin(3.5+x) + 7.2)'
-      6.49445967443
 
 این تابع همانند ``eval`` شامل دو پارامتر  ``globals`` و ``locals`` نیز می‌شود::
 
@@ -449,12 +458,6 @@ exec
   Swallow
   Albatross
 
-که البته در نسخه‌های 2x از سینتکس ``[[exec code[ in globals[,locals`` پیروی می‌شود::
-
-  >>> exec "for b in birds: print b" in globals_env, locals_env
-  Parrot
-  Swallow
-  Albatross
 
 
 compile
diff --git a/source/lessons/l15-regular-expression-in-python.rst b/source/lessons/l15-regular-expression-in-python.rst
index a9f2377..9cd94db 100644
--- a/source/lessons/l15-regular-expression-in-python.rst
+++ b/source/lessons/l15-regular-expression-in-python.rst
@@ -628,7 +628,9 @@
 
 
       .. tip::
-             می‌توان با استفاده از کاراکتر ``|`` در زمان ارسال آرگومان به flags، همزمان چندین مقدار را تنظیم نمود. به مانند: ``re.compile(pattern, re.I | re.M)``
+             می‌توان با استفاده از کاراکتر ``|`` در زمان ارسال آرگومان به flags، همزمان چندین مقدار را تنظیم نمود. به مانند::
+
+                  re.compile(pattern, re.I | re.M)
 
 
              پارامتر flags می‌تواند مقادیر دیگری نیز بپذیرد که برای مطالعه بیشتر می‌توانید به مستندات پایتون مراجعه نمایید.
@@ -899,7 +901,11 @@
   معکوس حالت قبل است. به این معنی که  انطباق یک متن منوط به عدم برقرای شرط (انطباق) **قبل** از آن است. آن بخشی از الگو که بعد از این ساختار قرار دارد، تنها زمانی انطباق داده می‌شود که این ساختار منطبق **نباشد**. 
 
 
-*  Yes/No Pattern ``(?(id/name)yes-pattern|no-pattern)``
+*  Yes/No Pattern 
+
+  ::
+
+      (?(id/name)yes-pattern|no-pattern)
 
   این ساختار نیز نوعی شرط گذاری است. به این صورت که می‌توان تعیین کرد بر اساس وضعیت انطباق گروه‌بندی‌های موجود (با ذکر نام گروه یا شماره اندیس آن) در الگو، یکی از الگوهای بله (yes-pattern) یا خیر (no-pattern) این ساختار بررسی شود::
 
diff --git a/source/lessons/l16-python-module-re.rst b/source/lessons/l16-python-module-re.rst
index 057ecd0..0549bc5 100644
--- a/source/lessons/l16-python-module-re.rst
+++ b/source/lessons/l16-python-module-re.rst
@@ -52,8 +52,9 @@
 تابع ``search``
 ~~~~~~~~~~~~~~~~~~~~~~
 
+::
 
-``search(pattern, string, flags=0)``
+   search(pattern, string, flags=0)
 
 تابع ``search`` به دنبال اولین انطباق pattern در string می‌گردد، در صورت موفقیت یک شی ``Match`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#match-objects>`__] و در غیر این صورت ``None`` برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.search>`__]::
 
@@ -104,7 +105,9 @@
 در ادامه به بررسی برخی از متدهای مهم این شی می‌پردازیم:
   
 
- * ``Match.group([group1, ...])`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.Match.group>`__]
+ * ``Match.group`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.Match.group>`__]::
+
+     Match.group([group1, ...])
 
   این متد از شی ``Match``، گروه (های) تطبیق داده شده بر اساس الگو مورد نظر را برمی‌گرداند. این متد می‌تواند یک یا چند آرگومان عددی دریافت کند که معرف اندیس گروه مورد نظر می‌باشد. در حالت فراخوانی بدون آرگومان تمامی گروه‌های تطبیق داده شده به صورت یک مقدار رشته برگردانده می‌شود و در صورتی تنها یک مقدار به آن ارسال گردد، گروه تطبیق داده شده متناظر با آن اندیس (شمارش اندیس‌ها از یک است) در قالب یک شی رشته برگردانده می‌شود و در صورتی که بیش از یک اندیس به عنوان آرگومان ارسال گردد یک شی توپِل محتوی گروه‌های تطبیق داده شده برگردانده خواهد شد. چنانچه آرگومان ارسالی عددی منفی باشد یا اندیسی بالاتر از تعداد گروه‌های تطبیق داده شده باشد، یک استثنا ``IndexError`` رخ خواهد داد::
 
@@ -138,7 +141,9 @@
 
 
 
-  * ``Match.groups(default=None)`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.Match.groups>`__]
+  * ``Match.groups`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.Match.groups>`__]::
+
+       Match.groups(default=None)
 
   این متد تمام گروه‌های تطبیق داده شده بر اساس الگو مورد نظر را در قالب یک شی توپِل برمی‌گرداند. این متد می‌تواند یک آرگومان بپذیرد که معرف مقدار پیش‌فرض برای جایگذاری گروه‌هایی است که در رشته ورودی تطبیق داده نشده‌اند، در حالت عادی (بدون ارسال آرگومان) این مقدار برابر با ``None`` است::
 
@@ -163,7 +168,9 @@
       ()
 
 
-  * ``Match.groupdict(default=None)`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.Match.groupdict>`__]
+  * ``Match.groupdict`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.Match.groupdict>`__]::
+
+      Match.groupdict(default=None)
 
     این متد یک شی دیکشنری (dict) حاوی حاصل تطابق تمام گروه‌های بانام (Named Groups) موجود در الگو را برمی‌گرداند::
 
@@ -201,7 +208,9 @@
 
 
 
-  * ``Match.expand(template)`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.Match.expand>`__]
+  * ``Match.expand`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.Match.expand>`__]::
+
+       Match.expand(template)
 
     این متد حاصل انطباق را در قالب ``template`` جایگذاری کرده و یک شی رشته جدید برمی‌گرداند. قالب در اینجا یک رشته است که در آن می‌توان به حاصل انطباق گروهبندی‌های موجود در الگو ارجاع داد به این صورت کرد که می‌توان گروه‌های بی‌نام موجود در الگو را با استفاده از ارجاع عددی به شماره اندیس آن‌ها به مانند ``1\``، ``2\``  یا ``<g<1\`` و گروه‌های بانام را با استفاده از نام گروه به مانند ``<g<name\`` در قالب موجود جایگذاری کرد. Escape character‌های موجود در قالب به کاراکترهای مناسب خود در متن خروجی تبدیل می‌شوند و از **نسخه 3.5 پایتون** گروه‌هایی که هیچ انطباقی نداشته‌اند با هیچی (empty string) جایگذاری می‌شوند::
 
@@ -292,7 +301,11 @@
 
   * ``Match.span([group])`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.Match.span>`__]
 
-  این متد یک شی توپِل دوتایی از خروجی دو متد ``start``  و ``end``  را بر می‌گرداند و همانند آنها نیز یک آرگومان اختیاری دارد - نمونه خروجی: ``(m.start(group), m.end(group))``::
+  این متد یک شی توپِل دوتایی از خروجی دو متد ``start``  و ``end``  را بر می‌گرداند و همانند آنها نیز یک آرگومان اختیاری دارد - نمونه خروجی::
+
+    (m.start(group), m.end(group))
+
+  ::
 
     >>> match = re.search(r"(\d+)\.(\d+)", "24.1632")
     >>> match.span()
@@ -337,8 +350,9 @@
 تابع ``match``
 ~~~~~~~~~~~~~~~~~~~~~~
 
+::
 
-``match(pattern, string, flags=0)``
+     match(pattern, string, flags=0)
 
 تابع ``match`` از ابتدای string انطباق pattern را انجام می‌دهد، در صورت موفقیت یک شی ``Match`` و در غیر این صورت ``None`` برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.match>`__]::
 
@@ -410,8 +424,9 @@
 تابع ``fullmatch``
 ~~~~~~~~~~~~~~~~~~~~~~
 
+::
 
-``fullmatch(pattern, string, flags=0)``
+    fullmatch(pattern, string, flags=0)
 
 این تابع (``fullmatch``) چنانچه تمام string با pattern انطباق داشته باشد یک شی ``Match`` و در غیر این صورت ``None`` برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.fullmatch>`__] - این تابع از **پایتون نسخه 3.4** به بعد در دسترس است::
 
@@ -457,7 +472,9 @@
 ~~~~~~~~~~~~~~~~~~~~~~
 
 
-``findall(pattern, string, flags=0)``
+::
+
+     findall(pattern, string, flags=0)
 
 این تابع (``findall``) حاصل تمام انطباق‌های ممکن pattern در string را در قالب یک لیست از رشته‌ها (نتایج) برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.findall>`__]::
 
@@ -504,8 +521,9 @@
 تابع ``finditer``
 ~~~~~~~~~~~~~~~~~~~~~~
 
+:: 
 
-``finditer(pattern, string, flags=0)``
+    finditer(pattern, string, flags=0)
 
 خروجی این تابع (``finditer``) یک شی ``iterator`` (شی تکرارکننده - درس نهم) است و حاصل هر بار پیمایش آن یک شی ``Match`` می‌باشد که همانند تابع ``findall`` از سمت چپ string شروع به دنبال انطباق pattern در آن می‌گردد و نتایج را به ترتیب برمی‌گرداند. [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.finditer>`__]::
 
@@ -583,7 +601,9 @@
 ~~~~~~~~~~~~~~~~~~~~~~
 
 
-``sub(pattern, repl, string, count=0, flags=0)``
+::
+
+    sub(pattern, repl, string, count=0, flags=0)
 
 این تابع (``sub``) حاصل انطباق‌های ممکن pattern در string را در repl جایگذاری می‌کند. این تابع همچنین دو پارامتر اختیاری دارد (flags و count)، پیش‌تر در مورد flags صحبت کردیم (که از نسخه 3.1 پایتون به این تابع اضافه شده است) و count نیز بیانگر ماکزیمم تعداد انطباقی است که می‌خواهیم در repl جایگذاری شود - این مقدار می‌بایست یک عدد مثبت باشد و مقدار صفر (مقدار پیش‌فرض) برای آن به معنی هر تعداد (نامحدود) خواهد بود. پارامتر repl در این تابع می‌تواند از نوع رشته یا تابع باشد، ابتدا حالت رشته را بررسی می‌کنیم [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.sub>`__]::
 
@@ -693,8 +713,9 @@
 تابع ``subn``
 ~~~~~~~~~~~~~~~~~~~~~~
 
+::
 
-``subn(pattern, repl, string, count=0, flags=0)``
+    subn(pattern, repl, string, count=0, flags=0)
 
 عملکرد این تابع (``subn``) همانند تابع ``sub`` است. تنها تفاوت در خروجی آن‌هاست، تابع ``subn`` یک شی توپِل محتوی نتیجه و تعداد عملیات جایگذاری را برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.subn>`__]::
 
@@ -735,8 +756,9 @@
 تابع ``split``
 ~~~~~~~~~~~~~~~~~~~~~~
 
+::
 
-``split(pattern, string, maxsplit=0, flags=0)``
+   split(pattern, string, maxsplit=0, flags=0)
 
 این تابع (``split``) محتوای متن string را بر اساس الگو pattern جدا (split) می‌کند و خروجی آن یک شی لیست از رشته‌ها خواهد بود. این تابع همچنین علاوه بر پارامتر flags (که از نسخه 3.1 پایتون به این تابع اضافه شده است) یک پارامتر اختیاری دیگر نیز با نام maxsplit دارد که تعیین کننده ماکزیمم تعداد جداسازی خواهد بود - این مقدار می‌بایست یک عدد مثبت باشد و مقدار صفر (مقدار پیش‌فرض) برای آن به معنی هر تعداد (نامحدود) خواهد بود. [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.split>`__]::
 
diff --git a/source/lessons/l23-traceback-and-exception-handling-in-python.rst b/source/lessons/l23-traceback-and-exception-handling-in-python.rst
index eb3927c..9522166 100644
--- a/source/lessons/l23-traceback-and-exception-handling-in-python.rst
+++ b/source/lessons/l23-traceback-and-exception-handling-in-python.rst
@@ -172,7 +172,12 @@
 با اصلاح این مشکل، برنامه از حالت ``SyntaxError`` خارج شده و کد اسکریپت ``sample.py`` با موفقیت به بایت‌کد ترجمه و  به اجرا درمی‌آید. اکنون در زمان اجرا، با ``TypeError`` که پیش‌تر بررسی کردیم برخورد خواهیم کرد!
 
 
-این نکته را نیز در نظر بگیرید - همانطور که اگر به خروجی‌های دقت کرده باشید حتما متوجه شده‌اید در دو حالت مربوط به گزارش خطای مربوط به ``SyntaxError`` خبری از سطر ``:Traceback (most recent call last)``  که در حالت خطای زمان اجرای ``TypeError`` مشاهده کردیم، نمی‌باشد. در واقع این سطر تنها در گزارش خطاهایی که پس از اجرای برنامه رخ دهند (Runtime errors)، نمایش داده خواهد شد. در زمان بررسی و ترجمه کد پایتون به بایت‌کد هرجا مشکلی باشد عملیات در همان نقطه متوقف می‌شود و صرفا گزارشی مبنی بر ابراز آن نقطه به برنامه‌نویس ارايه می‌گردد و نه چیزی که بتوان آن را یک گزارش ردیابی با Traceback نامید چرا که هنوز برنامه به اجرا درنیامده و اصلا نیازی به این کار نیست!
+این نکته را نیز در نظر بگیرید - همانطور که اگر به خروجی‌های دقت کرده باشید حتما متوجه شده‌اید در دو حالت مربوط به گزارش خطای مربوط به ``SyntaxError`` خبری از سطر زیر  که در حالت خطای زمان اجرای ``TypeError`` مشاهده کردیم، نمی‌باشد::
+
+     Traceback (most recent call last):
+
+
+در واقع این سطر تنها در گزارش خطاهایی که پس از اجرای برنامه رخ دهند (Runtime errors)، نمایش داده خواهد شد. در زمان بررسی و ترجمه کد پایتون به بایت‌کد هرجا مشکلی باشد عملیات در همان نقطه متوقف می‌شود و صرفا گزارشی مبنی بر ابراز آن نقطه به برنامه‌نویس ارايه می‌گردد و نه چیزی که بتوان آن را یک گزارش ردیابی با Traceback نامید چرا که هنوز برنامه به اجرا درنیامده و اصلا نیازی به این کار نیست!
 
 
 .. _python-exception-handling: 
diff --git a/source/lessons/l25-python-module-datetime.rst b/source/lessons/l25-python-module-datetime.rst
index 0227b90..55b5050 100644
--- a/source/lessons/l25-python-module-datetime.rst
+++ b/source/lessons/l25-python-module-datetime.rst
@@ -317,7 +317,9 @@
 
 برای نمونه‌سازی از کلاس ``datetime.date`` می‌بایست سه Instance attribute آن را مقداردهی نماییم. این سه attribute عبارتند از:
 
-* ``year``: از نوع ``int`` می‌باشد و مقداری برابر با سال مورد نظر خواهد داشت. این مقدار می‌بایست کمتر یا برابر ``datetime.MAXYEAR`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.MAXYEAR>`__] و همچنین بیشتر یا برابر ``datetime.MINYEAR`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.MINYEAR>`__] باشد (``MINYEAR <= year <= MAXYEAR``). 
+* ``year``: از نوع ``int`` می‌باشد و مقداری برابر با سال مورد نظر خواهد داشت. این مقدار می‌بایست کمتر یا برابر ``datetime.MAXYEAR`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.MAXYEAR>`__] و همچنین بیشتر یا برابر ``datetime.MINYEAR`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.MINYEAR>`__] باشد::
+
+    MINYEAR <= year <= MAXYEAR
 
 * ``month``: از نوع ``int`` می‌باشد و مقداری برابر با ماه مورد نظر خواهد داشت که می‌بایست عددی از بین اعداد ``1`` تا ``12`` باشد.
 
@@ -391,7 +393,11 @@
 
 |
 
-**۵- با استفاده از کلاس متد** ``fromisocalendar(year, week, day)`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.date.fromisocalendar>`__] از کلاس ``datetime.date`` (البته از نسخه 3.8 پایتون به بعد)، در تعریف این متد سه پارامتر از نوع ``int`` قرار داده شده است که از سمت چپ به ترتیب معرف سال، شماره هفته در سال و شماره روز از هفته مورد نظر می‌باشند. در واقع این متد معادل ISO calendar [`ویکی‌پدیا <https://en.wikipedia.org/wiki/ISO_week_date>`__] یک تاریخ مشخص را دریافت و یک شی معادل از کلاس ``datetime.date`` را برمی‌گرداند. در این استاندارد، یک سال تقریبا شامل ۵۲ هفته می‌باشد که روزهای هر هفته نیز از روز دوشنبه (Monday) با شماره یک محاسبه می‌گردد (دوشنبه:۱، سه‌شنبه:۲، ... یکشنبه:۷)::
+**۵- با استفاده از کلاس متد** ``fromisocalendar`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.date.fromisocalendar>`__] از کلاس ``datetime.date`` (البته از نسخه 3.8 پایتون به بعد)، در تعریف این متد سه پارامتر از نوع ``int`` قرار داده شده است که از سمت چپ به ترتیب معرف سال، شماره هفته در سال و شماره روز از هفته مورد نظر می‌باشند. در واقع این متد معادل ISO calendar [`ویکی‌پدیا <https://en.wikipedia.org/wiki/ISO_week_date>`__] یک تاریخ مشخص را دریافت و یک شی معادل از کلاس ``datetime.date`` را برمی‌گرداند. در این استاندارد، یک سال تقریبا شامل ۵۲ هفته می‌باشد که روزهای هر هفته نیز از روز دوشنبه (Monday) با شماره یک محاسبه می‌گردد (دوشنبه:۱، سه‌شنبه:۲، ... یکشنبه:۷)::
+
+     fromisocalendar(year, week, day)
+
+::
 
 
     >>> import datetime
@@ -776,9 +782,13 @@
     >>> t.isoformat('microseconds')
     '22:04:30.000300'
 
-* **متد** ``utcoffset`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.time.utcoffset>`__]: اگر پارامتر ``tzinfo`` برابر ``None`` باشد، مقدار ``None`` و در غیر این صورت مقدار ``self.tzinfo.utcoffset(None)`` را برمی‌گرداند.
+* **متد** ``utcoffset`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.time.utcoffset>`__]: اگر پارامتر ``tzinfo`` برابر ``None`` باشد، مقدار ``None`` و در غیر این صورت مقدار زیر را برمی‌گرداند::
+
+        self.tzinfo.utcoffset(None)
 
-* **متد** ``tzname`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.time.tzname>`__]: اگر پارامتر ``tzinfo`` برابر ``None`` باشد، مقدار ``None`` و در غیر این صورت مقدار ``self.tzinfo.tzname(None)`` را برمی‌گرداند.
+* **متد** ``tzname`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.time.tzname>`__]: اگر پارامتر ``tzinfo`` برابر ``None`` باشد، مقدار ``None`` و در غیر این صورت مقدار زیر را برمی‌گرداند::
+
+     self.tzinfo.tzname(None)
 
 ::
 
@@ -911,7 +921,13 @@ naive / aware
 
 |
 
-**۵- با استفاده از کلاس متد** ``(timestamp, tz=None)fromtimestamp`` [`اسناد پایتون <hhttps://docs.python.org/3/library/datetime.html#datetime.datetime.fromtimestamp>`__]، در تعریف این متد یک پارامتر اختیاری (tz) از نوع ``tzinfo`` و یک پارامتر اجباری (timestamp) از نوع ``int`` قرار داده شده است. این متد معادل POSIX timestamp [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Unix_time>`__] یک تاریخ مشخص را دریافت و یک شی معادل از کلاس ``datetime.datetime`` را برمی‌گرداند. این مقدار برابر شمارش تعداد ثانیه‌ها به منطقه زمانی UTC از ساعت ۰۰:۰۰:۰۰ یکم ژانویه سال ۱۹۷۰ میلادی تا تاریخ مورد نظر می‌باشد. ::
+**۵- با استفاده از کلاس متد** ``fromtimestamp`` [`اسناد پایتون <hhttps://docs.python.org/3/library/datetime.html#datetime.datetime.fromtimestamp>`__]، در تعریف این متد یک پارامتر اختیاری (tz) از نوع ``tzinfo`` و یک پارامتر اجباری (timestamp) از نوع ``int`` قرار داده شده است. این متد معادل POSIX timestamp [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Unix_time>`__] یک تاریخ مشخص را دریافت و یک شی معادل از کلاس ``datetime.datetime`` را برمی‌گرداند. این مقدار برابر شمارش تعداد ثانیه‌ها به منطقه زمانی UTC از ساعت ۰۰:۰۰:۰۰ یکم ژانویه سال ۱۹۷۰ میلادی تا تاریخ مورد نظر می‌باشد. ::
+
+
+      fromtimestamp(timestamp, tz=None)
+
+
+::
 
 
     >>> import datetime
@@ -931,7 +947,12 @@ naive / aware
 
 |
 
-**۶- با استفاده از کلاس متد** ``(timestamp)utcfromtimestamp`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.utcfromtimestamp>`__]، خروجی این متد نیز همانند خروجی کلاس متد ``fromtimestamp(timestamp, datetime.timezone.utc)`` بوده و معادل POSIX timestamp یک تاریخ مشخص را دریافت و یک شی معادل از کلاس ``datetime.datetime`` را بر مبنای منطقه زمانی UTC برمی‌گرداند. ولی با این تفاوت که مقدار پارامتر ``tzinfo`` آن برابر ``None`` خواهد بود::
+**۶- با استفاده از کلاس متد** ``(timestamp)utcfromtimestamp`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.utcfromtimestamp>`__]، خروجی این متد نیز همانند خروجی کلاس متد زیر بوده و معادل POSIX timestamp یک تاریخ مشخص را دریافت و یک شی معادل از کلاس ``datetime.datetime`` را بر مبنای منطقه زمانی UTC برمی‌گرداند. ولی با این تفاوت که مقدار پارامتر ``tzinfo`` آن برابر ``None`` خواهد بود::
+
+
+      fromtimestamp(timestamp, datetime.timezone.utc)
+
+::
 
 
     >>> import datetime
@@ -953,7 +974,12 @@ naive / aware
 
 |
 
-**۸- با استفاده از کلاس متد** ``fromisocalendar(year, week, day)`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.fromisocalendar>`__] (البته از نسخه 3.8 پایتون به بعد)، در تعریف این متد سه پارامتر از نوع ``int`` قرار داده شده است که از سمت چپ به ترتیب معرف سال، شماره هفته در سال و شماره روز از هفته مورد نظر می‌باشند. در واقع این متد معادل ISO calendar [`ویکی‌پدیا <https://en.wikipedia.org/wiki/ISO_week_date>`__] یک تاریخ مشخص را دریافت و یک شی معادل از کلاس ``datetime.datetime`` را برمی‌گرداند. در این استاندارد، یک سال تقریبا شامل ۵۲ هفته می‌باشد که روزهای هر هفته نیز از روز دوشنبه (Monday) با شماره یک محاسبه می‌گردد (دوشنبه:۱، سه‌شنبه:۲، ... یکشنبه:۷). باید توجه داشت مقادیر مربوط به ساعت همانند minute ،hour یا ``tzinfo`` شی ایجاد شده برابر ``None`` خواهد بود::
+**۸- با استفاده از کلاس متد** ``fromisocalendar`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.fromisocalendar>`__] (البته از نسخه 3.8 پایتون به بعد)، در تعریف این متد سه پارامتر از نوع ``int`` قرار داده شده است که از سمت چپ به ترتیب معرف سال، شماره هفته در سال و شماره روز از هفته مورد نظر می‌باشند. در واقع این متد معادل ISO calendar [`ویکی‌پدیا <https://en.wikipedia.org/wiki/ISO_week_date>`__] یک تاریخ مشخص را دریافت و یک شی معادل از کلاس ``datetime.datetime`` را برمی‌گرداند. در این استاندارد، یک سال تقریبا شامل ۵۲ هفته می‌باشد که روزهای هر هفته نیز از روز دوشنبه (Monday) با شماره یک محاسبه می‌گردد (دوشنبه:۱، سه‌شنبه:۲، ... یکشنبه:۷). باید توجه داشت مقادیر مربوط به ساعت همانند minute ،hour یا ``tzinfo`` شی ایجاد شده برابر ``None`` خواهد بود::
+
+
+      fromisocalendar(year, week, day)
+
+::
 
     >>> import datetime
     >>> datetime.datetime.fromisocalendar(2021, 14, 3) # Wednesday, April 7, 2021

From c8d22aaf052e57a94a26ac90e286c22c18351c22 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Fri, 5 May 2023 21:21:58 +0330
Subject: [PATCH 65/79] added code challenges, basic

---
 .../practice/PascalTriangleAnimated2.gif      | Bin 0 -> 32900 bytes
 source/_static/practice/students.csv          |   2 +-
 source/_static/sitemap-index.xml              |   5 +
 .../sphinx_minoo_theme/includes/header.html   |   4 +-
 ...{minoo-20230424.css => minoo-20230505.css} |   3 +
 .../{minoo-20230422.js => minoo-20230505.js}  |   3 +
 .../python-code-challenges-basic.rst          | 222 ++++++++++++++++++
 source/changelog.rst                          |   9 +
 source/index.rst                              |   3 +-
 .../l07-string-and-bytes-in-python.rst        |  17 ++
 .../l10-input-print-and-files-in-python.rst   |   8 -
 11 files changed, 264 insertions(+), 12 deletions(-)
 create mode 100644 source/_static/practice/PascalTriangleAnimated2.gif
 rename source/_templates/sphinx_minoo_theme/static/{minoo-20230424.css => minoo-20230505.css} (99%)
 rename source/_templates/sphinx_minoo_theme/static/{minoo-20230422.js => minoo-20230505.js} (97%)
 create mode 100644 source/challenges/python-code-challenges-basic.rst

diff --git a/source/_static/practice/PascalTriangleAnimated2.gif b/source/_static/practice/PascalTriangleAnimated2.gif
new file mode 100644
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zI3@zAuQCS?4<QiU^&4*N5V^C(SHyr}(N52(1mS`$B6z@MW_`Q-l^Nu;2oIxL!0DYe
zCno(Pzjd?>zd&;?@_=v5;M$z9fg*)p=~#-45*KNft}Z0O=%asp6=vN(A%aS+A{Fu@
zX-0JOh-YIZACAoF5lU<&XJsSOI*^ds-5r>@J$$b|c*HjJL~b#ZnK&z_V*a(+YRApC
Sy-K?8QnTCXf>E$6Nd7<losmrd

literal 0
HcmV?d00001

diff --git a/source/_static/practice/students.csv b/source/_static/practice/students.csv
index 2798f55..fef36ed 100644
--- a/source/_static/practice/students.csv
+++ b/source/_static/practice/students.csv
@@ -18,7 +18,7 @@ ID,Name,Age,Gender,Grade
 17,Ella,21,Female,84
 18,Harry,18,Non-binary,81
 19,Peter,20,Male,77
-20,Pat,19,Genderqueer,91
+20,Pat,19,Non-binary,91
 21,Alice,21,Female,89
 22,Linda,20,Female,93
 23,John,18,Male,85
diff --git a/source/_static/sitemap-index.xml b/source/_static/sitemap-index.xml
index d515bc5..743af5e 100644
--- a/source/_static/sitemap-index.xml
+++ b/source/_static/sitemap-index.xml
@@ -179,6 +179,11 @@
   <lastmod>2021-04-17T17:10:23+00:00</lastmod>
   <priority>0.64</priority>
 </url>
+<url>
+  <loc>https://python.coderz.ir/challenges/python-code-challenges-basic.html</loc>
+  <lastmod>2023-05-05T17:10:23+00:00</lastmod>
+  <priority>0.64</priority>
+</url>
 
 
 </urlset>
diff --git a/source/_templates/sphinx_minoo_theme/includes/header.html b/source/_templates/sphinx_minoo_theme/includes/header.html
index 51fd116..9e8db42 100644
--- a/source/_templates/sphinx_minoo_theme/includes/header.html
+++ b/source/_templates/sphinx_minoo_theme/includes/header.html
@@ -39,7 +39,7 @@
 {% if theme_direction == "ltr" %}
     <link rel="stylesheet" type=text/css href="{{ pathto('_static/minoo-ltr.css', 1) }}">
 {% else %}
-    <link rel="stylesheet" type=text/css href="{{ pathto('_static/minoo-20230424.css', 1) }}">
+    <link rel="stylesheet" type=text/css href="{{ pathto('_static/minoo-20230505.css', 1) }}">
 {% endif %}
 
 {%- block linktags %}
@@ -96,7 +96,7 @@
   gtag('config', 'G-25G1Z7B4EZ');
 </script>
 
-<script type="text/javascript" src="{{ pathto('_static/minoo-20230422.js', 1) }}"></script>
+<script type="text/javascript" src="{{ pathto('_static/minoo-20230505.js', 1) }}"></script>
 <script type="text/javascript" src="{{ pathto('_static/modernizr.min.js', 1) }}"></script>
 
  <script async defer src="https://buttons.github.io/buttons.js"></script>
diff --git a/source/_templates/sphinx_minoo_theme/static/minoo-20230424.css b/source/_templates/sphinx_minoo_theme/static/minoo-20230505.css
similarity index 99%
rename from source/_templates/sphinx_minoo_theme/static/minoo-20230424.css
rename to source/_templates/sphinx_minoo_theme/static/minoo-20230505.css
index 6cf39f1..836b487 100644
--- a/source/_templates/sphinx_minoo_theme/static/minoo-20230424.css
+++ b/source/_templates/sphinx_minoo_theme/static/minoo-20230505.css
@@ -290,3 +290,6 @@ a.hover{background-color:#4CAF50;}
 .toctree-wrapper li.make-black>ul>li>a,.toctree-wrapper li.make-black>ul>li>ul>li>a{background-color:#90a4ae;}
 .toctree-wrapper li.make-black>ul>li>a:hover,.toctree-wrapper li.make-black>ul>li>ul>li>a:hover{border-right:5px #37474f solid;}
 
+.gist-container{position:relative;overflow:hidden;filter:blur(3px);transition:filter 0.3s ease-in-out;}
+.gist-container.active{filter:none;}
+.gist-container:hover{filter:none;cursor: pointer;}
\ No newline at end of file
diff --git a/source/_templates/sphinx_minoo_theme/static/minoo-20230422.js b/source/_templates/sphinx_minoo_theme/static/minoo-20230505.js
similarity index 97%
rename from source/_templates/sphinx_minoo_theme/static/minoo-20230422.js
rename to source/_templates/sphinx_minoo_theme/static/minoo-20230505.js
index 6729c24..9fc8108 100644
--- a/source/_templates/sphinx_minoo_theme/static/minoo-20230422.js
+++ b/source/_templates/sphinx_minoo_theme/static/minoo-20230505.js
@@ -129,6 +129,9 @@ $( document ).ready(function() {
         if ($(this).text().indexOf("پیش‌گفتار")>=0) {
            $(this).parent().addClass('make-red');
         }
+        if ($(this).text().indexOf("چالش")>=0) {
+           $(this).parent().addClass('make-black');
+        }
         if ($(this).text().indexOf("گزارش حمایت‌های مالی")>=0) {
            $(this).parent().addClass('make-red');
         }
diff --git a/source/challenges/python-code-challenges-basic.rst b/source/challenges/python-code-challenges-basic.rst
new file mode 100644
index 0000000..4c76e7d
--- /dev/null
+++ b/source/challenges/python-code-challenges-basic.rst
@@ -0,0 +1,222 @@
+.. role:: emoji-size
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - چالش کد پایتون، پایه
+   :keywords: پایتون, آموزش, آموزش برنامه نویسی, آموزش پایتون, برنامه نویسی, کتاب آموزش, آموزش فارسی, کتاب آزاد 
+
+
+.. _code-challenges-basic: 
+
+چالش کد پایتون: پایه
+==========================
+
+زمان به چالش کشیدن دانش خود از پایتون رسیده است. در این بخش چند مسئله (بدون هیچ ترتیب خاصی) قرار داده شده است که شما می‌بایست برای آن‌ها یک راه حل پایتونی ارایه دهید. البته برای هر کدام، یک پاسخ نیز قرار داده شده است که در صورت تمایل می‌توانید راه حل خود را با آن مقایسه کنید یا از درستی نتیجه نهایی مطمئن گردید. به یاد داشته باشید همواره چندین راه حل برای حل یک مسئله وجود خواهد داشت.
+
+پاسخ‌ها به صورت gist از سرویس GitHub قرار داده شده‌اند. بنابراین این امکان وجود دارد که نظر و یا راه حل خود را در مورد هر یک از مسئله‌ها، با دیگران نیز به اشتراک بگذارید.
+
+موفق باشد :)
+
+
+----
+
+.. contents:: مسئله‌ها
+    :depth: 2
+
+----
+
+
+.. _area-of-the-circle: 
+
+مساحت دایره
+------------------------------------
+
+برنامه‌ای بنویسید که شعاع یک دایره را از کاربر دریافت و مساحت آن را محاسبه نماید.
+
+.. raw:: html
+
+    <div class="gist-container">
+        <script src="https://gist.github.com/saeiddrv/dae7126a0bc86f8e4d58e1135e3eba79.js"></script>
+    </div>
+
+
+
+.. _divisible-by-8: 
+
+اعداد بخش‌پذیر بر هشت
+------------------------------------
+
+برنامه‌ای بنویسید که یک عدد صحیح از کاربر دریافت و تمام اعداد صحیح و بخش‌پذیر بر 8 از یک تا آن عدد را چاپ نماید.
+
+
+.. raw:: html
+
+    <div class="gist-container">
+        <script src="https://gist.github.com/saeiddrv/e6bc5fbc1724a0b5828bc6ab1cda3a25.js"></script>
+    </div>
+
+
+.. _female-student-avg: 
+
+میانگین نمره دانش‌آموزان (فایل CSV)
+------------------------------------
+
+فایل [`students.csv </_static/practice/students.csv>`__]  را دانلود نمایید. این یک فایل CSV حاوی اطلاعات دانش آموزان یک کلاس است. بدون استفاده از ماژول ``csv`` پایتون، یک برنامه بنویسید که این فایل را پردازش و میانگین نمرات دانش آموزان دختر (Female) این کلاس را محاسبه کند.
+
+.. raw:: html
+
+    <div class="gist-container">
+        <script src="https://gist.github.com/saeiddrv/e64a15b66b8b92f4aa27e451fa52aa1b.js"></script>
+    </div>
+
+
+.. _find-common-numbers:
+
+اشتراک دو لیست از اعداد
+------------------------------------
+
+برنامه‌ای بنویسید که دو لیست از اعداد صحیح را از کاربر دریافت و سپس اعداد مشترک در هر دو لیست را چاپ نماید. (در هنگام ورود اعداد، آن‌ها را با استفاده از یک فضای خالی جدا نمایید)
+
+
+نمونه::
+
+    list 1 = [1, 2, 3, 4, 5, 6]
+    list 2 = [1, 2, 5, 9, 8, 3, 4, 7]
+    
+    result = [1, 2, 3, 4, 5]
+
+.. raw:: html
+
+    <div class="gist-container">
+        <script src="https://gist.github.com/saeiddrv/a2f022d255fa11bee90ff4997c4ffc9d.js"></script>
+    </div>
+
+
+.. _grade-converter:
+
+تبدیل نمره
+------------------------------------
+
+برنامه‌ای بنویسید که نمره کاربر را از ورودی دریافت (مانند 72) و معادل حرفی آن (مانند C) را چاپ نماید.
+
+* نمره‌هایی که بیشتر یا برابر 90 و کمتر یا برابر با 100 هستند: A
+* نمره‌هایی که بیشتر یا برابر 80 و کمتر از 90 هستند: B
+* نمره‌هایی که بیشتر یا برابر 70 و کمتر از 80 هستند: C
+* نمره‌هایی که بیشتر یا برابر 60 و کمتر از 70 هستند: D
+* نمره‌هایی که کمتر از 60 هستند: F
+
+
+.. raw:: html
+
+    <div class="gist-container">
+        <script src="https://gist.github.com/saeiddrv/f7f473292a55fb60144c610f5e06cf53.js"></script>
+    </div>
+
+
+.. _max-min-diff:
+
+تفاضل بزرگترین و کوچکترین عضو یک لیست از اعداد
+----------------------------------------------------
+
+برنامه‌ای بنویسید که یک لیست از اعداد صحیح را از کاربر دریافت و سپس تفاضل بین بزرگترین و کوچکترین عضو آن را محاسبه و در خروجی چاپ نماید. (در هنگام ورود اعداد، آن‌ها را با استفاده از یک فضای خالی جدا نمایید)
+
+نمونه::
+
+    [1, 5, 3, 2, 8, 16, 20, 18, 3, 0, 4]
+    max = 20
+    min = 0
+    max - min = 20
+
+.. raw:: html
+
+    <div class="gist-container">
+        <script src="https://gist.github.com/saeiddrv/2dc69d2172afbee354312568756beff1.js"></script>
+    </div>
+
+
+.. _n-plus-nn-plus-nnn:
+
+محاسبه عبارت n+nn+nnn
+----------------------------------------------------
+
+برنامه‌ای بنویسید که یک عدد صحیح مانند n را از کاربر دریافت و سپس حاصل عبارت n+nn+nnn را محاسبه نماید. برای نمونه چنانچه کاربر عدد 2 را وارد کرد، حاصل عبارت 222+22+2 محاسبه و در خروجی نمایش داده شود: 246
+
+.. raw:: html
+
+    <div class="gist-container">
+        <script src="https://gist.github.com/saeiddrv/37af43f0ce2b3a72b72a6f53594004e0.js"></script>
+    </div>
+
+
+.. _name-in-reverse-order:
+
+وارونه‌سازی اسم
+----------------------------------------------------
+
+برنامه‌ای بنویسید که نام کاربر را از ورودی دریافت و سپس آن را وارونه کرده و در خروجی چاپ نماید. برای نمونه چنانچه کاربر saeid را وارد کرد، در خروجی مقدار dieas چاپ گردد.
+
+.. raw:: html
+
+    <div class="gist-container">
+        <script src="https://gist.github.com/saeiddrv/345507e78ca020262609b394d89e8f81.js"></script>
+    </div>
+
+
+.. _palindrome-checker:
+
+پالیندروم 
+----------------------------------------------------
+
+برنامه‌ای بنویسید که یک کلمه را از ورودی دریافت و سپس بررسی نماید که آن کلمه پالیندروم  (Palindrome) است یا خیر. کلمه‌ای پالیندروم  خواهد بود که با وارونه خودش برابر باشد مانند: Madam
+
+.. raw:: html
+
+    <div class="gist-container">
+        <script src="https://gist.github.com/saeiddrv/3984d5731d1ed62251befba1746dba57.js"></script>
+    </div>
+
+
+.. _student-analysis:
+
+گزارش دانش‌آموزان 
+----------------------------------------------------
+
+فایل [`students.csv </_static/practice/students.csv>`__]  را دانلود نمایید. این یک فایل CSV حاوی اطلاعات دانش آموزان یک کلاس است. بدون استفاده از ماژول ``csv`` پایتون، یک برنامه بنویسید که این فایل را پردازش و موارد روبرو را محاسبه نماید و در قالب یک شی دیکشنری بر روی خروجی نمایش دهد: کمترین سن دانش‌آموز، بیشترین سن دانش‌آموز، کمترین نمره و بالاترین نمره 
+
+.. raw:: html
+
+    <div class="gist-container">
+        <script src="https://gist.github.com/saeiddrv/91dc2e2a137e92c20885604d36886a82.js"></script>
+    </div>
+
+
+.. _count-vowels:
+
+شمارش حروف صدادار
+----------------------------------------------------
+
+برنامه‌ای بنویسید که یک متن از کاربر دریافت کرده، سپس تعداد حروف صدادار انگلیسی (Vowels) را در آن بشمارد و عدد حاصل را در خروجی نمایش دهد. حروف صدادار انگلیسی عبارتند از:  ``'a','e','i','o','u'``
+
+.. raw:: html
+
+    <div class="gist-container">
+        <script src="https://gist.github.com/saeiddrv/c9e1480f1062654c53d830891bf4e7d6.js"></script>
+    </div>
+
+
+
+.. _khayyam-pascal-triangle:
+
+
+رسم مثلث خیام-پاسکال
+----------------------------------------------------
+
+برنامه‌ای بنویسید که یک عدد صحیح از کاربر دریافت و مثلث خیام-پاسکال را تا عمق آن سطر محاسبه و رسم نماید. از طریق منابع مختلف، ویکی‌پدیا یا تصویر پایین (تا سطر 5)، می‌توانید با ساختار مثلث خیام-پاسکال [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Pascal%27s_triangle>`__] آشنا شوید:
+
+.. image:: /_static/practice/PascalTriangleAnimated2.gif
+    :align: center
+
+.. raw:: html
+
+    <div class="gist-container">
+        <script src="https://gist.github.com/saeiddrv/2b57267f8543089d306d7ea7127df42b.js"></script>
+    </div>
\ No newline at end of file
diff --git a/source/changelog.rst b/source/changelog.rst
index 95afdfb..9ca2633 100644
--- a/source/changelog.rst
+++ b/source/changelog.rst
@@ -12,6 +12,15 @@
 =============
 
 
+.. raw:: html
+
+    <p class="rubric" id="00138" ><a class="reference external" href="#00138">00138</a> - جمعه ۱۵ اردیبهشت ۱۴۰۲</p>
+
+* نخستین بخش از Code Challenges به کتاب افزوده شد. بخش پایه که برای حل آن نیاز به دانستن دروس ابتدایی تا یازدهم می‌باشد.
+
+
+----
+
 .. raw:: html
 
     <p class="rubric" id="00137" ><a class="reference external" href="#00137">00137</a> - جمعه ۸ اردیبهشت ۱۴۰۲</p>
diff --git a/source/index.rst b/source/index.rst
index 558ef6a..2b67de9 100644
--- a/source/index.rst
+++ b/source/index.rst
@@ -2,7 +2,7 @@
 
 .. meta::
    :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - صفحه نخست
-   :keywords: پایتون, آموزش, آموزش برنامه نویسی, آموزش پایتون, برنامه نویسی, کتاب آموزش, آموزش فارسی, کتاب آزاد, پایتون نسخه 
+   :keywords: پایتون, آموزش, آموزش برنامه نویسی, آموزش پایتون, برنامه نویسی, کتاب آموزش, آموزش فارسی, کتاب آزاد 
 
 
 .. _home-page: 
@@ -43,6 +43,7 @@
    lessons/l09-control-flow-statements-in-python
    lessons/l10-input-print-and-files-in-python
    lessons/l11-python-standard-library
+   challenges/python-code-challenges-basic
    lessons/l12-function-in-python
    lessons/l13-decorator-generator-and-lambda-with-python-functions
    lessons/l14-recursive-functions-and-memoization-in-python
diff --git a/source/lessons/l07-string-and-bytes-in-python.rst b/source/lessons/l07-string-and-bytes-in-python.rst
index f5e51f5..7ae1d02 100644
--- a/source/lessons/l07-string-and-bytes-in-python.rst
+++ b/source/lessons/l07-string-and-bytes-in-python.rst
@@ -768,6 +768,23 @@
 برخی از متدهای کاربردی یک شی رشته
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 
+
+* ``()strip`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#str.strip>`__] - یک کپی از رشته که کارکترهای فضای خالی (whitespace) را از ابتدا و انتهای رشته حذف شده است را بر می‌گرداند::
+
+    >>> a = "      python string methods           "
+    >>> a.strip()
+    'python string methods'
+
+
+  همچنین می‌توان با استفاده از این متد، کاراکترهای دیگری نیز بنابر نیاز خود از ابتدا یا انتهای یک رشته حذف کنیم::
+
+        >>> a = "python string methods"
+        >>> a.strip('sdyp')
+        'thon string metho'
+
+  دو متد [`lstrip <https://docs.python.org/3/library/stdtypes.html#str.lstrip>`__] و [`rstrip <https://docs.python.org/3/library/stdtypes.html#str.rstrip>`__] نیز عملکردی مشابه دارند با این تفاوت که عملیات حذف را تنها در سمت چپ (left) یا راست (right) به انجام می‌رسانند.
+
+
 * ``()capitalize`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.capitalize>`__] - یک کپی از رشته که نخستین حرف آن به صورت بزرگ (Capital) نوشته شده است را برمی‌گرداند::
 
     >>> a = "python string methods"
diff --git a/source/lessons/l10-input-print-and-files-in-python.rst b/source/lessons/l10-input-print-and-files-in-python.rst
index 2ed19c2..9775a05 100644
--- a/source/lessons/l10-input-print-and-files-in-python.rst
+++ b/source/lessons/l10-input-print-and-files-in-python.rst
@@ -723,14 +723,6 @@ JSON
 در پایتون می‌توان به سادگی با استفاده از ماژول ``json`` [`اسناد پایتون <https://docs.python.org/3/library/json.html>`__] از کتابخانه استاندارد آن، با این نوع فایل کار کرد. البته ابزارهای دیگری نیز توسط دیگر کاربران پایتون توسعه داده شده است که در صورت نیاز یا علاقه می‌توانید با کمی جستجو آنها را بیابید.
 
 
-.. admonition:: تمرین
-    
-    فایل [`students.csv </_static/practice/students.csv>`__]  را دانلود نمایید. این یک فایل CSV حاوی اطلاعات دانش آموزان یک کلاس است. بدون استفاده از ماژول ``csv`` پایتون و تنها با تکیه بر آنچه آموخته‌اید، یک برنامه بنویسید که این فایل را پردازش و میانگین نمرات دانش آموزان دختر (Female) این کلاس را محاسبه کند.
-       
-
-    ** یادآوری: تابع ``open`` ، حلقه ``for`` ، دستورهای انتخاب مانند ``if`` و متد ``split`` از شی رشته
-
-
 |
 
 ----

From e51018d21ec2972849350afdf50f61e9545f5a94 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.dq@gmail.com>
Date: Fri, 5 May 2023 22:10:04 +0330
Subject: [PATCH 66/79] set gtag

---
 source/_templates/sphinx_minoo_theme/theme.conf | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/source/_templates/sphinx_minoo_theme/theme.conf b/source/_templates/sphinx_minoo_theme/theme.conf
index 94940f6..a0b3537 100644
--- a/source/_templates/sphinx_minoo_theme/theme.conf
+++ b/source/_templates/sphinx_minoo_theme/theme.conf
@@ -15,7 +15,7 @@ language = fa
 body_max_width = 800px
 #
 # Set up the web tracking code (Google Analytics).
-analytics_id = UA-107863650-1
+analytics_id = G-25G1Z7B4EZ
 #
 # Your links:
 # Whichever you don't want, left empty!

From 83da3aadc027c65c9ead449ffe449e14b815bf43 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.drgh@gmail.com>
Date: Fri, 16 Feb 2024 19:08:05 +0100
Subject: [PATCH 67/79] migrate to .club

---
 .github/FUNDING.yml                           |    2 +-
 .gitignore                                    |   85 +-
 .readthedocs.yaml                             |   38 +-
 Dockerfile                                    |   28 +-
 Makefile                                      |   40 +-
 README.md                                     |  171 +-
 requirements.txt                              |    2 +-
 source/_static/logo/real-python-logo.svg      |  196 +-
 source/_static/practice/students.csv          |   62 +-
 .../_static/python-in-persian-book-cover.png  |  Bin 0 -> 1046795 bytes
 source/_static/robots.txt                     |   14 +-
 source/_static/sitemap-index.xml              |  378 +--
 .../_templates/sphinx_minoo_theme/__init__.py |   74 +-
 .../sphinx_minoo_theme/genindex.html          |  138 +-
 .../sphinx_minoo_theme/glossary.html          |   30 +-
 .../sphinx_minoo_theme/includes/bottom.html   |  172 +-
 .../sphinx_minoo_theme/includes/header.html   |  204 +-
 .../sphinx_minoo_theme/includes/sidebar.html  |  144 +-
 .../sphinx_minoo_theme/includes/top.html      |   96 +-
 .../sphinx_minoo_theme/includes/versions.html |   64 +-
 .../_templates/sphinx_minoo_theme/layout.html |  116 +-
 .../_templates/sphinx_minoo_theme/page.html   |   10 +-
 .../_templates/sphinx_minoo_theme/search.html |  104 +-
 .../static/bootstrap.min.css                  |    8 +-
 .../static/bootstrap.min.js                   |   12 +-
 .../static/font-awesome.min.css               |    8 +-
 .../static/fonts/fontawesome-webfont.svg      | 1278 ++++----
 .../fonts/glyphicons-halflings-regular.svg    |  574 ++--
 .../sphinx_minoo_theme/static/jquery.js       |   10 +-
 .../static/minoo-20230505.js                  |  356 +--
 ...{minoo-20230505.css => minoo-20240216.css} |  590 ++--
 .../sphinx_minoo_theme/static/minoo-ltr.css   |  454 +--
 .../static/modernizr.min.js                   |    8 +-
 .../static/pygment-solarized-light.css        |  176 +-
 .../python-in-persian-book-cover-mini.png     |  Bin 0 -> 141705 bytes
 .../_templates/sphinx_minoo_theme/theme.conf  |   58 +-
 .../python-code-challenges-basic.rst          |  442 +--
 source/changelog.rst                          |  844 ++---
 source/conf.py                                |   64 +-
 source/index.rst                              |  156 +-
 source/lessons/l01-introduction-to-python.rst |  426 +--
 source/lessons/l02-setup-python.rst           |  824 ++---
 .../l03-create-and-run-a-python-project.rst   | 1156 +++----
 .../lessons/l04-python-interactive-mode.rst   | 1152 +++----
 .../l05-object-oriented-programming.rst       |  438 +--
 source/lessons/l06-python-syntax.rst          | 1924 ++++++------
 .../lessons/l07-numeric-types-in-python.rst   | 1684 +++++-----
 .../l07-string-and-bytes-in-python.rst        | 2160 ++++++-------
 .../lessons/l08-list-and-tuple-in-python.rst  | 2152 ++++++-------
 source/lessons/l08-set-and-dict-in-python.rst | 1652 +++++-----
 .../l09-control-flow-statements-in-python.rst | 2054 ++++++------
 .../l10-input-print-and-files-in-python.rst   | 1464 ++++-----
 .../lessons/l11-python-standard-library.rst   | 1704 +++++-----
 source/lessons/l12-function-in-python.rst     | 1754 +++++------
 ...rator-and-lambda-with-python-functions.rst | 1580 +++++-----
 ...ve-functions-and-memoization-in-python.rst | 1258 ++++----
 .../l15-regular-expression-in-python.rst      | 1868 +++++------
 source/lessons/l16-python-module-re.rst       | 1636 +++++-----
 ...bject-oriented-programming-with-python.rst | 1640 +++++-----
 ...-inheritance-and-association-in-python.rst | 1536 ++++-----
 ...19-metaclass-and-abstraction-in-python.rst |  800 ++---
 ...0-encapsulation-polymorphism-in-python.rst |  700 ++---
 ...criptors-and-context-manager-in-python.rst | 1910 ++++++------
 ...-type-hinting-and-data-class-in-python.rst | 1786 +++++------
 ...eback-and-exception-handling-in-python.rst | 1702 +++++-----
 ...eption-warning-and-assertion-in-python.rst | 1214 ++++----
 source/lessons/l25-python-module-datetime.rst | 2754 ++++++++---------
 source/preface.rst                            |   98 +-
 source/python-interactive.rst                 |   30 +-
 source/python-resources.rst                   |  120 +-
 source/support-report.rst                     | 1258 ++++----
 source/support.rst                            |  238 +-
 72 files changed, 24952 insertions(+), 24926 deletions(-)
 create mode 100644 source/_static/python-in-persian-book-cover.png
 rename source/_templates/sphinx_minoo_theme/static/{minoo-20230505.css => minoo-20240216.css} (97%)
 create mode 100644 source/_templates/sphinx_minoo_theme/static/python-in-persian-book-cover-mini.png

diff --git a/.github/FUNDING.yml b/.github/FUNDING.yml
index a00aaa6..a513455 100644
--- a/.github/FUNDING.yml
+++ b/.github/FUNDING.yml
@@ -1 +1 @@
-custom: ['https://python.coderz.ir/support.html']
\ No newline at end of file
+custom: ['https://paypal.me/saeiddrv', 'https://python.coderz.club/support.html']
diff --git a/.gitignore b/.gitignore
index 8fe3680..825bdff 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,42 +1,43 @@
-# sphinx build folder
-_build
-build
-
-# Compiled source #
-###################
-*.com
-*.class
-*.dll
-*.exe
-*.o
-*.so
-
-# Packages #
-############
-# it's better to unpack these files and commit the raw source
-# git has its own built in compression methods
-*.7z
-*.dmg
-*.gz
-*.iso
-*.jar
-*.rar
-*.tar
-*.zip
-
-# Logs and databases #
-######################
-*.log
-*.sql
-*.sqlite
-
-# OS generated files #
-######################
-.DS_Store?
-ehthumbs.db
-Icon?
-Thumbs.db
-
-# Editor backup files #
-#######################
-*~
+# sphinx build folder
+_build
+build
+.venv
+
+# Compiled source #
+###################
+*.com
+*.class
+*.dll
+*.exe
+*.o
+*.so
+
+# Packages #
+############
+# it's better to unpack these files and commit the raw source
+# git has its own built in compression methods
+*.7z
+*.dmg
+*.gz
+*.iso
+*.jar
+*.rar
+*.tar
+*.zip
+
+# Logs and databases #
+######################
+*.log
+*.sql
+*.sqlite
+
+# OS generated files #
+######################
+.DS_Store?
+ehthumbs.db
+Icon?
+Thumbs.db
+
+# Editor backup files #
+#######################
+*~
diff --git a/.readthedocs.yaml b/.readthedocs.yaml
index c39b742..01141a9 100644
--- a/.readthedocs.yaml
+++ b/.readthedocs.yaml
@@ -1,19 +1,19 @@
-# .readthedocs.yaml
-# Read the Docs configuration file
-# See https://docs.readthedocs.io/en/stable/config-file/v2.html for details
-
-version: 2
-
-build:
-  os: ubuntu-22.04
-  tools:
-    python: "3.11"
-
-python:
-  install:
-  - requirements: requirements.txt
-
-sphinx:
-  builder: html
-  configuration: source/conf.py
-  fail_on_warning: true
+# .readthedocs.yaml
+# Read the Docs configuration file
+# See https://docs.readthedocs.io/en/stable/config-file/v2.html for details
+
+version: 2
+
+build:
+  os: ubuntu-22.04
+  tools:
+    python: "3.11"
+
+python:
+  install:
+  - requirements: requirements.txt
+
+sphinx:
+  builder: html
+  configuration: source/conf.py
+  fail_on_warning: true
diff --git a/Dockerfile b/Dockerfile
index 935986d..f5eb25a 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,14 +1,14 @@
-FROM python:3.11.2-alpine
-
-WORKDIR /docs
-
-EXPOSE 80:8000
-
-COPY source /docs/
-COPY requirements.txt /docs/requirements.txt
-
-RUN python -m pip install --upgrade pip \
- && python -m pip install -r requirements.txt \
- && python -m sphinx.cmd.build . _build
-
-ENTRYPOINT ["sh", "-c", "cd _build && python -m http.server"]
+FROM python:3.11.2-alpine
+
+WORKDIR /docs
+
+EXPOSE 80:8000
+
+COPY source /docs/
+COPY requirements.txt /docs/requirements.txt
+
+RUN python -m pip install --upgrade pip \
+ && python -m pip install -r requirements.txt \
+ && python -m sphinx.cmd.build . _build
+
+ENTRYPOINT ["sh", "-c", "cd _build && python -m http.server"]
diff --git a/Makefile b/Makefile
index d0c3cbf..26b9422 100644
--- a/Makefile
+++ b/Makefile
@@ -1,20 +1,20 @@
-# Minimal makefile for Sphinx documentation
-#
-
-# You can set these variables from the command line, and also
-# from the environment for the first two.
-SPHINXOPTS    ?=
-SPHINXBUILD   ?= sphinx-build
-SOURCEDIR     = source
-BUILDDIR      = build
-
-# Put it first so that "make" without argument is like "make help".
-help:
-	@$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
-
-.PHONY: help Makefile
-
-# Catch-all target: route all unknown targets to Sphinx using the new
-# "make mode" option.  $(O) is meant as a shortcut for $(SPHINXOPTS).
-%: Makefile
-	@$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
+# Minimal makefile for Sphinx documentation
+#
+
+# You can set these variables from the command line, and also
+# from the environment for the first two.
+SPHINXOPTS    ?=
+SPHINXBUILD   ?= sphinx-build
+SOURCEDIR     = source
+BUILDDIR      = build
+
+# Put it first so that "make" without argument is like "make help".
+help:
+	@$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
+
+.PHONY: help Makefile
+
+# Catch-all target: route all unknown targets to Sphinx using the new
+# "make mode" option.  $(O) is meant as a shortcut for $(SPHINXOPTS).
+%: Makefile
+	@$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
diff --git a/README.md b/README.md
index f77cad7..3aa10e2 100644
--- a/README.md
+++ b/README.md
@@ -1,85 +1,86 @@
-
-# Python in Persian (Updated with Python 3.11)
-
-[![Documentation Status](https://readthedocs.org/projects/pythonpersiantutorial/badge/?version=latest)](https://readthedocs.org/projects/pythonpersiantutorial/?badge=latest)
-
-<p align="center">
-    <img height="300" src="https://python.coderz.ir/_images/python-3-11.png">
-</p>
-
-This is an open-source and online book that provides a comprehensive tutorial on the Python programming language in Persian. The book is available at [python.coderz.ir](https://python.coderz.ir/) and covers a wide range of topics, including:
-
-- Introduction
-- Setup and starting a new project
-- Interactive mode
-- Data types and data structures
-- Control flow statements
-- File handling
-- Standard library
-- Functions
-- Decorator‌, Generator and lambda
-- Regular expressions
-- Object-oriented programming
-- Descriptors and Context Manager
-- Type hinting and Data class
-- Exception and Exception handling
-- Warning and Assertion
-- Date and Time
-
-This book is designed for Persian-speaking learners without prior experience with programming languages. The book covers all the essential topics, from basic to intermediate programming, and each chapter includes code examples to help learners understand the material.
-
-## Getting Started
-
-To get started with this book, you can:
-
-- Simply visit [python.coderz.ir](https://python.coderz.ir/) and start reading. 
-
-- Download the source code from GitHub and run it on your local machine:
-
-  ```
-  $ git clone https://github.com/saeiddrv/PythonPersianTutorial.git
-  
-  $ pip install -U pip
-  $ pip install virtualenv
-  $ python -m virtualenv .venv
-  $ source .venv/bin/activate
-  
-  $ cd PythonPersianTutorial
-  $ pip install -r requirements.txt
-  
-  $ make html
-  
-  $ cd ./build/html
-  $ python -m http.server 8000
-  ```
-  then visit http://127.0.0.1:8000
-  
-- Download the source code from GitHub and run it in Docker:
-  
-  ```
-  $ git clone https://github.com/saeiddrv/PythonPersianTutorial.git
-  
-  $ cd PythonPersianTutorial
-  
-  $ docker build -t pypersian .
-  $ docker run -d --name pypersian -p 80:8000 pypersian
-  ```
-  then visit http://127.0.0.1
- 
-
-## Contributions
-
-If you'd like to contribute to the book, you can fork the repository on GitHub and submit a pull request with your changes. You can also open an issue to **report errors**.
-
-## Credits
-
-This book was authored by [**Saeid Darvish**](https://saeiddrv.github.io).
-
-## License
-
-This book is licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International Public License, which means you are free to use, copy, modify, merge, publish, and distribute the book for non-commercial purposes. Please see the [license](https://creativecommons.org/licenses/by-nc-sa/4.0/) for more details.
-
-## Acknowledgments
-
-Special thanks to the Python community and the contributors of open-source Python packages and libraries, without whom this book would not have been possible.
-
+
+# Python in Persian (Updated with Python 3.11)
+
+[![Documentation Status](https://readthedocs.org/projects/pythonpersiantutorial/badge/?version=latest)](https://readthedocs.org/projects/pythonpersiantutorial/?badge=latest)
+
+<p align="center">
+    <img height="300" src="https://python.coderz.club/_images/python-in-persian-book-cover.png">
+    <img height="300" src="https://python.coderz.club/_images/python-3-11.png">
+</p>
+
+This is an open-source and online book that provides a comprehensive tutorial on the Python programming language in Persian. The book is available at [python.coderz.club](https://python.coderz.club/) and covers a wide range of topics, including:
+
+- Introduction
+- Setup and starting a new project
+- Interactive mode
+- Data types and data structures
+- Control flow statements
+- File handling
+- Standard library
+- Functions
+- Decorator‌, Generator and lambda
+- Regular expressions
+- Object-oriented programming
+- Descriptors and Context Manager
+- Type hinting and Data class
+- Exception and Exception handling
+- Warning and Assertion
+- Date and Time
+
+This book is designed for Persian-speaking learners without prior experience with programming languages. The book covers all the essential topics, from basic to intermediate programming, and each chapter includes code examples to help learners understand the material.
+
+## Getting Started
+
+To get started with this book, you can:
+
+- Simply visit [python.coderz.club](https://python.coderz.club/) and start reading. 
+
+- Download the source code from GitHub and run it on your local machine:
+
+  ```
+  $ git clone https://github.com/saeiddrv/PythonPersianTutorial.git
+  
+  $ pip install -U pip
+  $ pip install virtualenv
+  $ python -m virtualenv .venv
+  $ source .venv/bin/activate
+  
+  $ cd PythonPersianTutorial
+  $ pip install -r requirements.txt
+  
+  $ make html
+  
+  $ cd ./build/html
+  $ python -m http.server 8000
+  ```
+  then visit http://127.0.0.1:8000
+  
+- Download the source code from GitHub and run it in Docker:
+  
+  ```
+  $ git clone https://github.com/saeiddrv/PythonPersianTutorial.git
+  
+  $ cd PythonPersianTutorial
+  
+  $ docker build -t pypersian .
+  $ docker run -d --name pypersian -p 80:8000 pypersian
+  ```
+  then visit http://127.0.0.1
+ 
+
+## Contributions
+
+If you'd like to contribute to the book, you can fork the repository on GitHub and submit a pull request with your changes. You can also open an issue to **report errors**.
+
+## Credits
+
+This book was authored by [**Saeid Darvish**](https://saeiddrv.com).
+
+## License
+
+This book is licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International Public License, which means you are free to use, copy, modify, merge, publish, and distribute the book for non-commercial purposes. Please see the [license](https://creativecommons.org/licenses/by-nc-sa/4.0/) for more details.
+
+## Acknowledgments
+
+Special thanks to the Python community and the contributors of open-source Python packages and libraries, without whom this book would not have been possible.
+
diff --git a/requirements.txt b/requirements.txt
index 3feb227..13dc7d9 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,2 +1,2 @@
-sphinx
+sphinx
 sphinxcontrib.jquery
\ No newline at end of file
diff --git a/source/_static/logo/real-python-logo.svg b/source/_static/logo/real-python-logo.svg
index e71865c..71e9706 100644
--- a/source/_static/logo/real-python-logo.svg
+++ b/source/_static/logo/real-python-logo.svg
@@ -1,98 +1,98 @@
-<?xml version="1.0" encoding="utf-8"?>
-<!-- Generator: Adobe Illustrator 24.0.3, SVG Export Plug-In . SVG Version: 6.00 Build 0)  -->
-<svg version="1.1" id="Layer_1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px"
-	 viewBox="0 0 1920 465" style="enable-background:new 0 0 1920 465;" xml:space="preserve">
-<style type="text/css">
-	.st0{fill:#3A80A8;}
-	.st1{fill:#FFD43C;}
-	.st2{fill:#18354c;}
-</style>
-<g>
-	<path id="path1948_8_" class="st0" d="M193.18,43.71c-15.62,0.07-30.54,1.4-43.66,3.73c-38.67,6.83-45.69,21.13-45.69,47.5v34.82
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-		h31.42v-41.75c0-30.16,26.09-56.76,57.08-56.76h91.27c25.41,0,45.69-20.92,45.69-46.43V94.93c0-24.76-20.89-43.36-45.69-47.5
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-	<path id="path1950_8_" class="st1" d="M297.86,141.36v40.57c0,31.46-26.67,57.93-57.08,57.93h-91.27c-25,0-45.69,21.4-45.69,46.43
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diff --git a/source/_static/practice/students.csv b/source/_static/practice/students.csv
index fef36ed..00f07b3 100644
--- a/source/_static/practice/students.csv
+++ b/source/_static/practice/students.csv
@@ -1,31 +1,31 @@
-ID,Name,Age,Gender,Grade
-1,Alice,21,Female,89
-2,Kevin,19,Male,79
-3,Emily,19,Female,91
-4,Linda,20,Female,93
-5,David,19,Male,76
-6,Sophia,20,Female,97
-7,Mike,20,Male,84
-8,Sarah,20,Female,95
-9,Jack,18,Male,83
-10,Olivia,19,Female,94
-11,Mark,19,Male,82
-12,Kim,20,Female,96
-13,Sam,20,Male,75
-14,George,19,Male,77
-15,Ben,18,Male,72
-16,Chloe,19,Female,90
-17,Ella,21,Female,84
-18,Harry,18,Non-binary,81
-19,Peter,20,Male,77
-20,Pat,19,Non-binary,91
-21,Alice,21,Female,89
-22,Linda,20,Female,93
-23,John,18,Male,85
-24,Ava,19,Female,98
-25,Tom,18,Male,80
-26,Grace,21,Female,88
-27,Sophia,20,Female,97
-28,Jane,19,Female,92
-29,Emma,21,Female,86
-30,Bob,20,Male,78
+ID,Name,Age,Gender,Grade
+1,Alice,21,Female,89
+2,Kevin,19,Male,79
+3,Emily,19,Female,91
+4,Linda,20,Female,93
+5,David,19,Male,76
+6,Sophia,20,Female,97
+7,Mike,20,Male,84
+8,Sarah,20,Female,95
+9,Jack,18,Male,83
+10,Olivia,19,Female,94
+11,Mark,19,Male,82
+12,Kim,20,Female,96
+13,Sam,20,Male,75
+14,George,19,Male,77
+15,Ben,18,Male,72
+16,Chloe,19,Female,90
+17,Ella,21,Female,84
+18,Harry,18,Non-binary,81
+19,Peter,20,Male,77
+20,Pat,19,Non-binary,91
+21,Alice,21,Female,89
+22,Linda,20,Female,93
+23,John,18,Male,85
+24,Ava,19,Female,98
+25,Tom,18,Male,80
+26,Grace,21,Female,88
+27,Sophia,20,Female,97
+28,Jane,19,Female,92
+29,Emma,21,Female,86
+30,Bob,20,Male,78
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diff --git a/source/_templates/sphinx_minoo_theme/__init__.py b/source/_templates/sphinx_minoo_theme/__init__.py
index 50c7724..03002cc 100644
--- a/source/_templates/sphinx_minoo_theme/__init__.py
+++ b/source/_templates/sphinx_minoo_theme/__init__.py
@@ -1,37 +1,37 @@
-from __future__ import print_function
-import os
-
-
-"""SphinxMinooTheme.
-https://github.com/saeiddrv/SphinxMinooTheme.
-"""
-
-class MinooVersion():
-    major = "0"
-    minor = "9"
-    micro = "0"
-    level = "Beta"
-    release = r"2015/05/21"
-    def info(self):
-        info = ".".join([self.major, self.minor, self.micro])
-        return info
-    def info_full(self):
-        info = "major   = " + self.major + "\n" + \
-            "minor   = " + self.minor + "\n" + \
-            "micro   = " + self.micro + "\n" + \
-            "level   = " + self.level + "\n" + \
-            "release = " + self.release + "\n"
-        return info
-
-__version__ = MinooVersion()
-
-
-# From https://github.com/ryan-roemer/sphinx-bootstrap-theme.
-def get_html_theme_path():
-    """Return list of HTML theme paths."""
-    cur_dir = os.path.abspath(os.path.dirname(os.path.dirname(__file__)))
-    return cur_dir
-
-
-
-
+from __future__ import print_function
+import os
+
+
+"""SphinxMinooTheme.
+https://github.com/saeiddrv/SphinxMinooTheme.
+"""
+
+class MinooVersion():
+    major = "0"
+    minor = "9"
+    micro = "0"
+    level = "Beta"
+    release = r"2015/05/21"
+    def info(self):
+        info = ".".join([self.major, self.minor, self.micro])
+        return info
+    def info_full(self):
+        info = "major   = " + self.major + "\n" + \
+            "minor   = " + self.minor + "\n" + \
+            "micro   = " + self.micro + "\n" + \
+            "level   = " + self.level + "\n" + \
+            "release = " + self.release + "\n"
+        return info
+
+__version__ = MinooVersion()
+
+
+# From https://github.com/ryan-roemer/sphinx-bootstrap-theme.
+def get_html_theme_path():
+    """Return list of HTML theme paths."""
+    cur_dir = os.path.abspath(os.path.dirname(os.path.dirname(__file__)))
+    return cur_dir
+
+
+
+
diff --git a/source/_templates/sphinx_minoo_theme/genindex.html b/source/_templates/sphinx_minoo_theme/genindex.html
index 3a003e0..faa1db9 100644
--- a/source/_templates/sphinx_minoo_theme/genindex.html
+++ b/source/_templates/sphinx_minoo_theme/genindex.html
@@ -1,69 +1,69 @@
-{
-{% macro indexentries(firstname, links) %}
-  <dt>
-  {%- if links -%}
-    <a href="{{ links[0][1] }}">
-    {%- if links[0][0] %}<strong>{% endif -%}
-    {{ firstname|e }}
-    {%- if links[0][0] %}</strong>{% endif -%}
-    </a>
-
-    {%- for ismain, link in links[1:] -%}
-      , <a href="{{ link }}">{% if ismain %}<strong>{% endif -%}
-      [{{ loop.index }}]
-      {%- if ismain %}</strong>{% endif -%}
-      </a>
-    {%- endfor %}
-  {%- else %}
-    {{ firstname|e }}
-  {%- endif %}
-  </dt>
-{% endmacro %}
-
-{%- extends "layout.html" %}
-{% set title = _('Index') %}
-{% block body %}
-
-<h1 id="index">{{ _('Index') }}</h1>
-
-<div class="genindex-jumpbox">
- {% for key, dummy in genindexentries -%}
- <a href="#{{ key }}"><strong>{{ key }}</strong></a>
- {% if not loop.last %}| {% endif %}
- {%- endfor %}
-</div>
-
-{%- for key, entries in genindexentries %}
-<h2 id="{{ key }}">{{ key }}</h2>
-<table style="width: 100%" class="indextable genindextable"><tr>
-  {%- for column in entries|slice(2) if column %}
-  <td style="width: 33%" valign="top"><dl>
-    {%- for entryname, (links, subitems) in column %}
-      {{ indexentries(entryname, links) }}
-      {%- if subitems %}
-      <dd><dl>
-      {%- for subentryname, subentrylinks in subitems %}
-        {{ indexentries(subentryname, subentrylinks) }}
-      {%- endfor %}
-      </dl></dd>
-      {%- endif -%}
-    {%- endfor %}
-  </dl></td>
-  {%- endfor %}
-</tr></table>
-{% endfor %}
-
-{% endblock %}
-
-{% block sidebarrel %}
-{% if split_index %}
-   <h4>{{ _('Index') }}</h4>
-   <p>{% for key, dummy in genindexentries -%}
-   <a href="{{ pathto('genindex-' + key) }}"><strong>{{ key }}</strong></a>
-     {% if not loop.last %}| {% endif %}
-   {%- endfor %}</p>
-
-   <p><a href="{{ pathto('genindex-all') }}"><strong>{{ _('Full index on one page') }}</strong></a></p>
-{% endif %}
-   {{ super() }}
-{% endblock %}
+{
+{% macro indexentries(firstname, links) %}
+  <dt>
+  {%- if links -%}
+    <a href="{{ links[0][1] }}">
+    {%- if links[0][0] %}<strong>{% endif -%}
+    {{ firstname|e }}
+    {%- if links[0][0] %}</strong>{% endif -%}
+    </a>
+
+    {%- for ismain, link in links[1:] -%}
+      , <a href="{{ link }}">{% if ismain %}<strong>{% endif -%}
+      [{{ loop.index }}]
+      {%- if ismain %}</strong>{% endif -%}
+      </a>
+    {%- endfor %}
+  {%- else %}
+    {{ firstname|e }}
+  {%- endif %}
+  </dt>
+{% endmacro %}
+
+{%- extends "layout.html" %}
+{% set title = _('Index') %}
+{% block body %}
+
+<h1 id="index">{{ _('Index') }}</h1>
+
+<div class="genindex-jumpbox">
+ {% for key, dummy in genindexentries -%}
+ <a href="#{{ key }}"><strong>{{ key }}</strong></a>
+ {% if not loop.last %}| {% endif %}
+ {%- endfor %}
+</div>
+
+{%- for key, entries in genindexentries %}
+<h2 id="{{ key }}">{{ key }}</h2>
+<table style="width: 100%" class="indextable genindextable"><tr>
+  {%- for column in entries|slice(2) if column %}
+  <td style="width: 33%" valign="top"><dl>
+    {%- for entryname, (links, subitems) in column %}
+      {{ indexentries(entryname, links) }}
+      {%- if subitems %}
+      <dd><dl>
+      {%- for subentryname, subentrylinks in subitems %}
+        {{ indexentries(subentryname, subentrylinks) }}
+      {%- endfor %}
+      </dl></dd>
+      {%- endif -%}
+    {%- endfor %}
+  </dl></td>
+  {%- endfor %}
+</tr></table>
+{% endfor %}
+
+{% endblock %}
+
+{% block sidebarrel %}
+{% if split_index %}
+   <h4>{{ _('Index') }}</h4>
+   <p>{% for key, dummy in genindexentries -%}
+   <a href="{{ pathto('genindex-' + key) }}"><strong>{{ key }}</strong></a>
+     {% if not loop.last %}| {% endif %}
+   {%- endfor %}</p>
+
+   <p><a href="{{ pathto('genindex-all') }}"><strong>{{ _('Full index on one page') }}</strong></a></p>
+{% endif %}
+   {{ super() }}
+{% endblock %}
diff --git a/source/_templates/sphinx_minoo_theme/glossary.html b/source/_templates/sphinx_minoo_theme/glossary.html
index bfc9ad7..eb8c994 100644
--- a/source/_templates/sphinx_minoo_theme/glossary.html
+++ b/source/_templates/sphinx_minoo_theme/glossary.html
@@ -1,15 +1,15 @@
-
-
-{% set search_text = "جستجو" %}
-
-{% set root_page = "فهرست" %}
-
-{% set on_github = "در گیت‌هاب" %}
-
-{% set on_bitbucket = "در بیت‌باکت" %}
-
-{% set on_source = "سورس" %}
-
-{% set btn_previous = "قبلی" %}
-
-{% set btn_next = "بعدی" %}
+
+
+{% set search_text = "جستجو" %}
+
+{% set root_page = "فهرست" %}
+
+{% set on_github = "در گیت‌هاب" %}
+
+{% set on_bitbucket = "در بیت‌باکت" %}
+
+{% set on_source = "سورس" %}
+
+{% set btn_previous = "قبلی" %}
+
+{% set btn_next = "بعدی" %}
diff --git a/source/_templates/sphinx_minoo_theme/includes/bottom.html b/source/_templates/sphinx_minoo_theme/includes/bottom.html
index 09f517a..190f7d3 100644
--- a/source/_templates/sphinx_minoo_theme/includes/bottom.html
+++ b/source/_templates/sphinx_minoo_theme/includes/bottom.html
@@ -1,86 +1,86 @@
-{% import "glossary.html" as glossary %}
-
-        {% if next or prev %}
-            <div id="body-btn">
-                {% if theme_direction == "ltr" %}
-                    {% if prev %}
-                    <a href="{{ prev.link|e }}" style="float:left;" title="{{ prev.title|striptags|e }}" accesskey="p"><i class="fa fa-chevron-left"></i>&nbsp; {{glossary.btn_previous}}</a>
-                    {% endif %} 
-                    {% if next %}
-                    <a href="{{ next.link|e }}" style="float:right;" title="{{ next.title|striptags|e }}" accesskey="n">{{glossary.btn_next}} &nbsp;<i class="fa fa-chevron-right"></i></a>
-                    {% endif %}
-                {% else %}
-                    {% if prev %}
-                    <a href="{{ prev.link|e }}" style="float:right;" title="{{ prev.title|striptags|e }}" accesskey="p"><i class="fa fa-chevron-right"></i>&nbsp; {{glossary.btn_previous}}</a>
-                    {% endif %}
-                    {% if next %}
-                    <a href="{{ next.link|e }}" style="float:left;" title="{{ next.title|striptags|e }}" accesskey="n">{{glossary.btn_next}} &nbsp;<i class="fa fa-chevron-left"></i></a>
-                    {% endif %}
-                {% endif %}
-            </div>
-        {% endif %}
-
-
-<div class="footer-donate" style="border: 3px solid #E8EAF6;">
-<p>این کتاب متن‌باز و آزاد است</p>
-<h3>از تلاش برای ایجاد و نگهداری این کتاب حمایت کنید!</h3>
-<a href="/support.html" class="donate-box">
-<i class="fa fa-gift" aria-hidden="true"></i> حمایت مالی
-</a>
-<br>
-<hr style="border: 1px solid #E8EAF6;margin-right: -32px;margin-left: -32px;">
-<!-- AddToAny BEGIN -->
-<div class="a2a_kit a2a_kit_size_32 a2a_default_style" data-a2a-url="https://python.coderz.ir" data-a2a-title="کتاب پایتون به پارسی">
-<a class="a2a_dd" href="https://www.addtoany.com/share"></a>
-<a class="a2a_button_facebook"></a>
-<a class="a2a_button_twitter"></a>
-<a class="a2a_button_email"></a>
-<a class="a2a_button_linkedin"></a>
-<a class="a2a_button_whatsapp"></a>
-<a class="a2a_button_telegram"></a>
-<a class="a2a_button_trello"></a>
-<a class="a2a_button_reddit"></a>
-</div>
-<script async src="https://static.addtoany.com/menu/page.js"></script>
-<!-- AddToAny END -->
-</div>
-
-
-        <div id="body-footer" style="padding:32px">  
-            <p>
-                {%- if show_copyright %}
-                    {%- if hasdoc('copyright') %}
-                        {% trans path=pathto('copyright'), copyright=copyright|e %}&copy; <a href="{{ path }}">Copyright</a> {{ copyright }}.{% endtrans %}
-                    {%- else %}
-                            <a rel="license" href="http://creativecommons.org/licenses/by-nc/4.0/"  target="_blank">
-                                <img alt="Creative Commons License" style="border-width:0;margin-bottom:3px;width:80px;height:15px" src="{{ pathto('_static/by-nc-80x15.png', 1) }}" />
-                            </a>
-                        {% trans copyright=copyright|e %}
-                            <span style="display: inline-block;vertical-align: middle" >{{ copyright }} </span>
-                        {% endtrans %}
-                            <a href="https://twitter.com/saeiddrv" target="_blank"><i class="fa fa-twitter" style="vertical-align: middle !important;"></i></a>
-                    {%- endif %}
-                {%- endif %}
-            </p>
-            {%- if last_updated %}
-                <p style="font-size: 13px;">
-                    .آخرین بروز رسانی در {{ last_updated }}
-                </p>
-            {%- endif %}
-            {%- if show_sphinx %}
-                <p style="font-size: 13px;">
-                    {% trans sphinx_version=sphinx_version|e %}
-                        Created using <a href="http://sphinx-doc.org/">Sphinx</a> ({{ sphinx_version }}) with <a href="https://github.com/saeiddrv/SphinxMinooTheme">Minoo</a> (0.9.7) theme.
-                    {% endtrans %}
-                </p>
-            {%- endif %}
-            <p style="font-size: 13px;">
-                {%- block footer %} {% endblock %}
-           </p>
-            <p style="font-size:80%">
-                <a href="mailto:python%40coderz.ir" target="_blank">
-تماس با نویسنده
-                </a>
-            </p>
-        </div> 
-
+{% import "glossary.html" as glossary %}
+
+        {% if next or prev %}
+            <div id="body-btn">
+                {% if theme_direction == "ltr" %}
+                    {% if prev %}
+                    <a href="{{ prev.link|e }}" style="float:left;" title="{{ prev.title|striptags|e }}" accesskey="p"><i class="fa fa-chevron-left"></i>&nbsp; {{glossary.btn_previous}}</a>
+                    {% endif %} 
+                    {% if next %}
+                    <a href="{{ next.link|e }}" style="float:right;" title="{{ next.title|striptags|e }}" accesskey="n">{{glossary.btn_next}} &nbsp;<i class="fa fa-chevron-right"></i></a>
+                    {% endif %}
+                {% else %}
+                    {% if prev %}
+                    <a href="{{ prev.link|e }}" style="float:right;" title="{{ prev.title|striptags|e }}" accesskey="p"><i class="fa fa-chevron-right"></i>&nbsp; {{glossary.btn_previous}}</a>
+                    {% endif %}
+                    {% if next %}
+                    <a href="{{ next.link|e }}" style="float:left;" title="{{ next.title|striptags|e }}" accesskey="n">{{glossary.btn_next}} &nbsp;<i class="fa fa-chevron-left"></i></a>
+                    {% endif %}
+                {% endif %}
+            </div>
+        {% endif %}
+
+
+<div class="footer-donate" style="border: 3px solid #E8EAF6;">
+<p>این کتاب متن‌باز و آزاد است</p>
+<h3>از تلاش برای ایجاد و نگهداری این کتاب حمایت کنید!</h3>
+<a href="/support.html" class="donate-box">
+<i class="fa fa-gift" aria-hidden="true"></i> حمایت مالی
+</a>
+<br>
+<hr style="border: 1px solid #E8EAF6;margin-right: -32px;margin-left: -32px;">
+<!-- AddToAny BEGIN -->
+<div class="a2a_kit a2a_kit_size_32 a2a_default_style" data-a2a-url="https://python.coderz.club" data-a2a-title="کتاب پایتون به پارسی">
+<a class="a2a_dd" href="https://www.addtoany.com/share"></a>
+<a class="a2a_button_facebook"></a>
+<a class="a2a_button_twitter"></a>
+<a class="a2a_button_email"></a>
+<a class="a2a_button_linkedin"></a>
+<a class="a2a_button_whatsapp"></a>
+<a class="a2a_button_telegram"></a>
+<a class="a2a_button_trello"></a>
+<a class="a2a_button_reddit"></a>
+</div>
+<script async src="https://static.addtoany.com/menu/page.js"></script>
+<!-- AddToAny END -->
+</div>
+
+
+        <div id="body-footer" style="padding:32px">  
+            <p>
+                {%- if show_copyright %}
+                    {%- if hasdoc('copyright') %}
+                        {% trans path=pathto('copyright'), copyright=copyright|e %}&copy; <a href="{{ path }}">Copyright</a> {{ copyright }}.{% endtrans %}
+                    {%- else %}
+                            <a rel="license" href="https://creativecommons.org/licenses/by-nc/4.0/"  target="_blank">
+                                <img alt="Creative Commons License" style="border-width:0;margin-bottom:3px;width:80px;height:15px" src="{{ pathto('_static/by-nc-80x15.png', 1) }}" />
+                            </a>
+                        {% trans copyright=copyright|e %}
+                            <span style="display: inline-block;vertical-align: middle" >{{ copyright }} </span>
+                        {% endtrans %}
+                            <a href="https://twitter.com/saeiddrv" target="_blank"><i class="fa fa-twitter" style="vertical-align: middle !important;"></i></a>
+                    {%- endif %}
+                {%- endif %}
+            </p>
+            {%- if last_updated %}
+                <p style="font-size: 13px;">
+                    .آخرین بروز رسانی در {{ last_updated }}
+                </p>
+            {%- endif %}
+            {%- if show_sphinx %}
+                <p style="font-size: 13px;">
+                    {% trans sphinx_version=sphinx_version|e %}
+                        Created using <a href="https://sphinx-doc.org/">Sphinx</a> ({{ sphinx_version }}) with <a href="https://github.com/saeiddrv/SphinxMinooTheme">Minoo</a> (0.9.7) theme.
+                    {% endtrans %}
+                </p>
+            {%- endif %}
+            <p style="font-size: 13px;">
+                {%- block footer %} {% endblock %}
+           </p>
+            <p style="font-size:80%">
+                <a href="mailto:inbox@saeiddrv.com" target="_blank">
+تماس با نویسنده
+                </a>
+            </p>
+        </div> 
+
diff --git a/source/_templates/sphinx_minoo_theme/includes/header.html b/source/_templates/sphinx_minoo_theme/includes/header.html
index 9e8db42..502434e 100644
--- a/source/_templates/sphinx_minoo_theme/includes/header.html
+++ b/source/_templates/sphinx_minoo_theme/includes/header.html
@@ -1,102 +1,102 @@
-
-<meta charset="utf-8">
-<meta name="viewport" content="width=device-width, initial-scale=1">
-<meta name="google-site-verification" content="IK2uIb0qP_6M9oopAJzjrXSMXGbyifQfX7nRlr2b0vI" />
-<link rel="alternate" href="https://python.coderz.ir/{{ pagename }}.html" hreflang="fa-ir" />
-<link type="text/css" rel="stylesheet" href="https://cdn.jsdelivr.net/npm/vazir-font@28.0.0/dist/font-face.css">
-
-{{ metatags }}
-
-{%- block htmltitle %}
-    {% if pagename != "index" %}
-         <title>{{ title|striptags|e }}{{ titlesuffix }}</title>
-    {% else %}
-         <title>{{ title|striptags|e }}</title>
-    {% endif %}
-{%- endblock %}
-
-
-<link rel="shortcut icon" type="image/x-icon" href="{{ pathto('_static/favicon.ico', 1) }}"/>
-
-
-{% if not embedded %}
-    {% if use_opensearch %}
-        <link rel="search" type="application/opensearchdescription+xml" title="{% trans docstitle=docstitle|e %}Search within {{ docstitle }}{% endtrans %}" href="{{ pathto('_static/opensearch.xml', 1) }}">
-    {% endif %}
-{% endif %}
-
-{% for cssfile in css_files %}
-    <link rel="stylesheet" type=text/css href="{{ pathto(cssfile, 1) }}">
-{% endfor %}
-{% for cssfile in extra_css_files %}
-    <link rel="stylesheet" type=text/css href="{{ pathto(cssfile, 1) }}">
-{% endfor %}
-
-<link rel="stylesheet" type=text/css href="{{ pathto('_static/font-awesome.min.css', 1) }}">
-<link rel="stylesheet" type=text/css href="{{ pathto('_static/bootstrap.min.css', 1) }}">
-<link rel="stylesheet" type=text/css href="{{ pathto('_static/pygment-solarized-light.css', 1) }}">
-
-{% if theme_direction == "ltr" %}
-    <link rel="stylesheet" type=text/css href="{{ pathto('_static/minoo-ltr.css', 1) }}">
-{% else %}
-    <link rel="stylesheet" type=text/css href="{{ pathto('_static/minoo-20230505.css', 1) }}">
-{% endif %}
-
-{%- block linktags %}
-    {%- if hasdoc('about') %}
-        <link rel="author" title="{{ _('About these documents') }}" href="{{ pathto('about') }}" />
-    {%- endif %}
-    {%- if hasdoc('genindex') %}
-        <link rel="index" title="{{ _('Index') }}" href="{{ pathto('genindex') }}" />
-    {%- endif %}
-    {%- if hasdoc('search') %}
-        <link rel="search" title="{{ _('Search') }}" href="{{ pathto('search') }}" />
-    {%- endif %}
-    {%- if hasdoc('copyright') %}
-        <link rel="copyright" title="{{ _('Copyright') }}" href="{{ pathto('copyright') }}" />
-    {%- endif %}
-        <link rel="top" title="{{ docstitle|e }}" href="{{ pathto(master_doc) }}" />
-    {%- if parents %}
-        <link rel="up" title="{{ parents[-1].title|striptags|e }}" href="{{ parents[-1].link|e }}" />
-    {%- endif %}
-    {%- if next %}
-        <link rel="next" title="{{ next.title|striptags|e }}" href="{{ next.link|e }}" />
-    {%- endif %}
-    {%- if prev %}
-        <link rel="prev" title="{{ prev.title|striptags|e }}" href="{{ prev.link|e }}" />
-    {%- endif %}
-{%- endblock %}
-
-
-{% if not embedded %}
-    <script type="text/javascript">
-        var DOCUMENTATION_OPTIONS = {
-            URL_ROOT:'{{ url_root }}',
-            VERSION:'{{ release|e }}',
-            COLLAPSE_INDEX:false,
-            FILE_SUFFIX:'{{ '' if no_search_suffix else file_suffix }}',
-            HAS_SOURCE:  {{ has_source|lower }}
-        };
-    </script>
-
-    {% set script_files = script_files + ['_static/searchtools.js'] %}
-
-    {%- for scriptfile in script_files %}
-        <script type="text/javascript" src="{{ pathto(scriptfile, 1) }}"></script>
-    {%- endfor %}
-{% endif %}
-
-<!-- Google tag (gtag.js) -->
-<script async src="https://www.googletagmanager.com/gtag/js?id=G-25G1Z7B4EZ"></script>
-<script>
-  window.dataLayer = window.dataLayer || [];
-  function gtag(){dataLayer.push(arguments);}
-  gtag('js', new Date());
-
-  gtag('config', 'G-25G1Z7B4EZ');
-</script>
-
-<script type="text/javascript" src="{{ pathto('_static/minoo-20230505.js', 1) }}"></script>
-<script type="text/javascript" src="{{ pathto('_static/modernizr.min.js', 1) }}"></script>
-
- <script async defer src="https://buttons.github.io/buttons.js"></script>
+
+<meta charset="utf-8">
+<meta name="viewport" content="width=device-width, initial-scale=1">
+<meta name="google-site-verification" content="IK2uIb0qP_6M9oopAJzjrXSMXGbyifQfX7nRlr2b0vI" />
+<link rel="alternate" href="https://python.coderz.club/{{ pagename }}.html" hreflang="fa-ir" />
+<link type="text/css" rel="stylesheet" href="https://cdn.jsdelivr.net/npm/vazir-font@28.0.0/dist/font-face.css">
+
+{{ metatags }}
+
+{%- block htmltitle %}
+    {% if pagename != "index" %}
+         <title>{{ title|striptags|e }}{{ titlesuffix }}</title>
+    {% else %}
+         <title>{{ title|striptags|e }}</title>
+    {% endif %}
+{%- endblock %}
+
+
+<link rel="shortcut icon" type="image/x-icon" href="{{ pathto('_static/favicon.ico', 1) }}"/>
+
+
+{% if not embedded %}
+    {% if use_opensearch %}
+        <link rel="search" type="application/opensearchdescription+xml" title="{% trans docstitle=docstitle|e %}Search within {{ docstitle }}{% endtrans %}" href="{{ pathto('_static/opensearch.xml', 1) }}">
+    {% endif %}
+{% endif %}
+
+{% for cssfile in css_files %}
+    <link rel="stylesheet" type=text/css href="{{ pathto(cssfile, 1) }}">
+{% endfor %}
+{% for cssfile in extra_css_files %}
+    <link rel="stylesheet" type=text/css href="{{ pathto(cssfile, 1) }}">
+{% endfor %}
+
+<link rel="stylesheet" type=text/css href="{{ pathto('_static/font-awesome.min.css', 1) }}">
+<link rel="stylesheet" type=text/css href="{{ pathto('_static/bootstrap.min.css', 1) }}">
+<link rel="stylesheet" type=text/css href="{{ pathto('_static/pygment-solarized-light.css', 1) }}">
+
+{% if theme_direction == "ltr" %}
+    <link rel="stylesheet" type=text/css href="{{ pathto('_static/minoo-ltr.css', 1) }}">
+{% else %}
+    <link rel="stylesheet" type=text/css href="{{ pathto('_static/minoo-20240216.css', 1) }}">
+{% endif %}
+
+{%- block linktags %}
+    {%- if hasdoc('about') %}
+        <link rel="author" title="{{ _('About these documents') }}" href="{{ pathto('about') }}" />
+    {%- endif %}
+    {%- if hasdoc('genindex') %}
+        <link rel="index" title="{{ _('Index') }}" href="{{ pathto('genindex') }}" />
+    {%- endif %}
+    {%- if hasdoc('search') %}
+        <link rel="search" title="{{ _('Search') }}" href="{{ pathto('search') }}" />
+    {%- endif %}
+    {%- if hasdoc('copyright') %}
+        <link rel="copyright" title="{{ _('Copyright') }}" href="{{ pathto('copyright') }}" />
+    {%- endif %}
+        <link rel="top" title="{{ docstitle|e }}" href="{{ pathto(master_doc) }}" />
+    {%- if parents %}
+        <link rel="up" title="{{ parents[-1].title|striptags|e }}" href="{{ parents[-1].link|e }}" />
+    {%- endif %}
+    {%- if next %}
+        <link rel="next" title="{{ next.title|striptags|e }}" href="{{ next.link|e }}" />
+    {%- endif %}
+    {%- if prev %}
+        <link rel="prev" title="{{ prev.title|striptags|e }}" href="{{ prev.link|e }}" />
+    {%- endif %}
+{%- endblock %}
+
+
+{% if not embedded %}
+    <script type="text/javascript">
+        var DOCUMENTATION_OPTIONS = {
+            URL_ROOT:'{{ url_root }}',
+            VERSION:'{{ release|e }}',
+            COLLAPSE_INDEX:false,
+            FILE_SUFFIX:'{{ '' if no_search_suffix else file_suffix }}',
+            HAS_SOURCE:  {{ has_source|lower }}
+        };
+    </script>
+
+    {% set script_files = script_files + ['_static/searchtools.js'] %}
+
+    {%- for scriptfile in script_files %}
+        <script type="text/javascript" src="{{ pathto(scriptfile, 1) }}"></script>
+    {%- endfor %}
+{% endif %}
+
+<!-- Google tag (gtag.js) -->
+<script async src="https://www.googletagmanager.com/gtag/js?id=G-25G1Z7B4EZ"></script>
+<script>
+  window.dataLayer = window.dataLayer || [];
+  function gtag(){dataLayer.push(arguments);}
+  gtag('js', new Date());
+
+  gtag('config', 'G-25G1Z7B4EZ');
+</script>
+
+<script type="text/javascript" src="{{ pathto('_static/minoo-20230505.js', 1) }}"></script>
+<script type="text/javascript" src="{{ pathto('_static/modernizr.min.js', 1) }}"></script>
+
+ <script async defer src="https://buttons.github.io/buttons.js"></script>
diff --git a/source/_templates/sphinx_minoo_theme/includes/sidebar.html b/source/_templates/sphinx_minoo_theme/includes/sidebar.html
index a2511e6..f865f34 100644
--- a/source/_templates/sphinx_minoo_theme/includes/sidebar.html
+++ b/source/_templates/sphinx_minoo_theme/includes/sidebar.html
@@ -1,72 +1,72 @@
-{% import "glossary.html" as glossary %}
-
-<div id="page-sidebar">
-<div id="sidebar-top">
-    <div id="sidebar-top-image">
-        <span style="background-image: url('{{ pathto('_static/avatar.jpg', 1) }}');"></span>
-    </div>
-    <div id="sidebar-top-links">
-        {% if theme_website %}
-            <a href={{ theme_website|e }} target="_blank"><i class="fa fa-globe" style="font-size:23px;"></i></a>
-        {% endif %}
-        {% if theme_facebook %}
-            <a href={{ theme_facebook|e }} target="_blank"><i class="fa fa-facebook-official" style="font-size:23px;"></i></a>
-        {% endif %}
-        {% if theme_googleplus %}
-            <a href={{ theme_googleplus|e }} target="_blank"><i class="fa fa-google-plus-square" style="font-size:23px;"></i></a>
-        {% endif %}
-        {% if theme_linkedin %}
-            <a href={{ theme_linkedin|e }} target="_blank"><i class="fa fa-linkedin-square" style="font-size:23px;"></i></a>
-        {% endif %}
-        {% if theme_twitter %}
-            <a href={{ theme_twitter|e }} target="_blank"><i class="fa fa-twitter-square" style="font-size:23px;"></i></a>
-        {% endif %}
-        {% if theme_github %}
-            <a href={{ theme_github|e }} target="_blank"><i class="fa fa-github-square" style="font-size:23px;"></i></a>
-        {% endif %}
-        {% if theme_bitbucket %}
-            <a href={{ theme_bitbucket|e }} target="_blank"><i class="fa fa-bitbucket-square" style="font-size:23px;"></i></a>
-        {% endif %}
-    </div>
-    <div id="sidebar-navigation">
-        <span id="navigation-toggle"><i class="fa {% if theme_direction == 'ltr' %} fa-angle-double-right {% else %} fa-angle-double-left {% endif %}" id="sidebar-toggle-icon" style="font-size: 27px;"></i></span>
-        <span id="navigation-search">
-            {%- if builder != 'singlehtml' %}
-                <form action="{{ pathto('search') }}" method="get">
-                    <input id="input-search" type="text" name="q"  placeholder="{{glossary.search_text}}">
-                    <input type="hidden" name="check_keywords" value="yes" />
-                    <input type="hidden" name="area" value="default" />
-                </form>
-           {%- endif %}
-        </span>
-    </div>
-    <div id="sidebar-top-title">
-        <a href="{{ pathto(master_doc) }}">{{ project }}</a>
-    </div>
-</div>
-
-<div id="wrapper-sidebar-bottom">
-<div id="sidebar-bottom">
-    <div id="sidebar-bottom-list" style="position: relative;padding-bottom:48px">
-        {% set toctree = toctree(maxdepth=2,collapse=False, includehidden=True) %}
-        {% if toctree %}
-            <div id="tree-toc">
-            {{ toctree }}
-            </div>
-        {% else %}
-            <div id="local-toc">
-                {{ toc }}
-            </div>
-        {% endif %}
-		
-
-	<!-- -->
-   </div>
-   <div id="sidebar-bottom-versions">
-      {% include "includes/versions.html" %}
-   </div>
-</div>
-</div>
-</div>
-
-
+{% import "glossary.html" as glossary %}
+
+<div id="page-sidebar">
+<div id="sidebar-top">
+    <div id="sidebar-top-image">
+        <span style="background-image: url('{{ pathto('_static/python-in-persian-book-cover-mini.png', 1) }}');"></span>
+    </div>
+    <div id="sidebar-top-links">
+        {% if theme_website %}
+            <a href={{ theme_website|e }} target="_blank"><i class="fa fa-globe" style="font-size:23px;"></i></a>
+        {% endif %}
+        {% if theme_facebook %}
+            <a href={{ theme_facebook|e }} target="_blank"><i class="fa fa-facebook-official" style="font-size:23px;"></i></a>
+        {% endif %}
+        {% if theme_googleplus %}
+            <a href={{ theme_googleplus|e }} target="_blank"><i class="fa fa-google-plus-square" style="font-size:23px;"></i></a>
+        {% endif %}
+        {% if theme_linkedin %}
+            <a href={{ theme_linkedin|e }} target="_blank"><i class="fa fa-linkedin-square" style="font-size:23px;"></i></a>
+        {% endif %}
+        {% if theme_twitter %}
+            <a href={{ theme_twitter|e }} target="_blank"><i class="fa fa-twitter-square" style="font-size:23px;"></i></a>
+        {% endif %}
+        {% if theme_github %}
+            <a href={{ theme_github|e }} target="_blank"><i class="fa fa-github-square" style="font-size:23px;"></i></a>
+        {% endif %}
+        {% if theme_bitbucket %}
+            <a href={{ theme_bitbucket|e }} target="_blank"><i class="fa fa-bitbucket-square" style="font-size:23px;"></i></a>
+        {% endif %}
+    </div>
+    <div id="sidebar-navigation">
+        <span id="navigation-toggle"><i class="fa {% if theme_direction == 'ltr' %} fa-angle-double-right {% else %} fa-angle-double-left {% endif %}" id="sidebar-toggle-icon" style="font-size: 27px;"></i></span>
+        <span id="navigation-search">
+            {%- if builder != 'singlehtml' %}
+                <form action="{{ pathto('search') }}" method="get">
+                    <input id="input-search" type="text" name="q"  placeholder="{{glossary.search_text}}">
+                    <input type="hidden" name="check_keywords" value="yes" />
+                    <input type="hidden" name="area" value="default" />
+                </form>
+           {%- endif %}
+        </span>
+    </div>
+    <div id="sidebar-top-title">
+        <a href="{{ pathto(master_doc) }}">{{ project }}</a>
+    </div>
+</div>
+
+<div id="wrapper-sidebar-bottom">
+<div id="sidebar-bottom">
+    <div id="sidebar-bottom-list" style="position: relative;padding-bottom:48px">
+        {% set toctree = toctree(maxdepth=2,collapse=False, includehidden=True) %}
+        {% if toctree %}
+            <div id="tree-toc">
+            {{ toctree }}
+            </div>
+        {% else %}
+            <div id="local-toc">
+                {{ toc }}
+            </div>
+        {% endif %}
+		
+
+	<!-- -->
+   </div>
+   <div id="sidebar-bottom-versions">
+      {% include "includes/versions.html" %}
+   </div>
+</div>
+</div>
+</div>
+
+
diff --git a/source/_templates/sphinx_minoo_theme/includes/top.html b/source/_templates/sphinx_minoo_theme/includes/top.html
index c597c4b..b2564f9 100644
--- a/source/_templates/sphinx_minoo_theme/includes/top.html
+++ b/source/_templates/sphinx_minoo_theme/includes/top.html
@@ -1,48 +1,48 @@
-{% import "glossary.html" as glossary %}
-
-<div id="body-top">
-    {% if pagename == "search" %}
-         {% set title = _('Search') %}
-    {% endif %}
-    {% if pagename != "index" %}
-        <a href="{{ pathto(master_doc) }}"><i class="fa fa-folder-o"></i>&nbsp; {{glossary.root_page}}</a>&nbsp;
-        <a><i class="fa {% if theme_direction == "ltr" %} fa-angle-right{% else %} fa-angle-left{% endif %}"></i></a>&nbsp;
-        <a><i class="fa fa-folder-open-o"></i>&nbsp; {{ title }}</a>
-    {% else %}
-        <a><i class="fa fa-folder-o"></i>&nbsp; {{glossary.root_page}}</a>
-        <a href="http://coderz.ir/python" class="top-src" target="_blank"><i class="fa fa-map-marker"></i>&nbsp; در کدرز</a>
-    {% endif %}
-    {% if pagename != "search" %}
-        {% if display_github %}
-            <a href="https://{{ github_host|default("github.com") }}/{{ github_user }}/{{ github_repo }}/blob/{{ github_version }}{{ conf_py_path }}{{ pagename }}{{ source_suffix }}" id="top-src" target="_blank"><i class="fa fa-github"></i>&nbsp; {{glossary.on_github}}</a>
-        {% elif display_bitbucket %}
-            <a href="https://bitbucket.org/{{ bitbucket_user }}/{{ bitbucket_repo }}/src/{{ bitbucket_version}}{{ conf_py_path }}{{ pagename }}{{ source_suffix }}" id="top-src" target="_blank"><i class="fa fa-bitbucket"></i>&nbsp; {{glossary.on_bitbucket}}</a>
-        {% elif show_source and source_url_prefix %}
-            <a href="{{ source_url_prefix }}{{ pagename }}{{ source_suffix }}" id="top-src" target="_blank"><i class="fa fa-code"></i>&nbsp; {{glossary.on_source}}</a>
-        {% elif show_source and has_source and sourcename %}
-            <a href="{{ pathto('_sources/' + sourcename, true)|e }}" rel="nofollow" id="top-src" target="_blank"><i class="fa fa-code"></i>&nbsp; {{glossary.on_source}}</a>
-        {% endif %}
-    {% endif %}
-</div>
-<div id="body-donate">
-
-	<div class="top-links top-red">
-		<a href="/support-report.html" target="_blank">
-		 گزارش حمایت
-		</a>
-	</div>
-
-
-	<div class="top-links top-green">
-		<a href="/support.html" target="_blank">
-		<i class="fa fa-gift" aria-hidden="true"></i> حمایت مالی
-		</a>
-	</div>
-	
-
-
-	<div class="top-links" style="direction: ltr;float: right;">
-		<a class="github-button" href="https://github.com/saeiddrv/PythonPersianTutorial" data-size="large" data-show-count="true" aria-label="Star saeiddrv/PythonPersianTutorial on GitHub">Star</a>
-	<div>
-
-</div>
+{% import "glossary.html" as glossary %}
+
+<div id="body-top">
+    {% if pagename == "search" %}
+         {% set title = _('Search') %}
+    {% endif %}
+    {% if pagename != "index" %}
+        <a href="{{ pathto(master_doc) }}"><i class="fa fa-folder-o"></i>&nbsp; {{glossary.root_page}}</a>&nbsp;
+        <a><i class="fa {% if theme_direction == "ltr" %} fa-angle-right{% else %} fa-angle-left{% endif %}"></i></a>&nbsp;
+        <a><i class="fa fa-folder-open-o"></i>&nbsp; {{ title }}</a>
+    {% else %}
+        <a><i class="fa fa-folder-o"></i>&nbsp; {{glossary.root_page}}</a>
+        <a href="https://coderz.club/python" class="top-src" target="_blank"><i class="fa fa-map-marker"></i>&nbsp; در کدرز</a>
+    {% endif %}
+    {% if pagename != "search" %}
+        {% if display_github %}
+            <a href="https://{{ github_host|default("github.com") }}/{{ github_user }}/{{ github_repo }}/blob/{{ github_version }}{{ conf_py_path }}{{ pagename }}{{ source_suffix }}" id="top-src" target="_blank"><i class="fa fa-github"></i>&nbsp; {{glossary.on_github}}</a>
+        {% elif display_bitbucket %}
+            <a href="https://bitbucket.org/{{ bitbucket_user }}/{{ bitbucket_repo }}/src/{{ bitbucket_version}}{{ conf_py_path }}{{ pagename }}{{ source_suffix }}" id="top-src" target="_blank"><i class="fa fa-bitbucket"></i>&nbsp; {{glossary.on_bitbucket}}</a>
+        {% elif show_source and source_url_prefix %}
+            <a href="{{ source_url_prefix }}{{ pagename }}{{ source_suffix }}" id="top-src" target="_blank"><i class="fa fa-code"></i>&nbsp; {{glossary.on_source}}</a>
+        {% elif show_source and has_source and sourcename %}
+            <a href="{{ pathto('_sources/' + sourcename, true)|e }}" rel="nofollow" id="top-src" target="_blank"><i class="fa fa-code"></i>&nbsp; {{glossary.on_source}}</a>
+        {% endif %}
+    {% endif %}
+</div>
+<div id="body-donate">
+
+	<div class="top-links top-red">
+		<a href="/support-report.html" target="_blank">
+		 گزارش حمایت
+		</a>
+	</div>
+
+
+	<div class="top-links top-green">
+		<a href="/support.html" target="_blank">
+		<i class="fa fa-gift" aria-hidden="true"></i> حمایت مالی
+		</a>
+	</div>
+	
+
+
+	<div class="top-links" style="direction: ltr;float: right;">
+		<a class="github-button" href="https://github.com/saeiddrv/PythonPersianTutorial" data-size="large" data-show-count="true" aria-label="Star saeiddrv/PythonPersianTutorial on GitHub">Star</a>
+	<div>
+
+</div>
diff --git a/source/_templates/sphinx_minoo_theme/includes/versions.html b/source/_templates/sphinx_minoo_theme/includes/versions.html
index 34bb464..71b97b3 100644
--- a/source/_templates/sphinx_minoo_theme/includes/versions.html
+++ b/source/_templates/sphinx_minoo_theme/includes/versions.html
@@ -1,32 +1,32 @@
-{% if READTHEDOCS %}
-        <span class="fa fa-book" id="ReadtheDocs"> Read the Docs</span>
-    <div id="versions">
-        <span id="current-version">v: {{ current_version }}<i class="fa fa-caret-up" style="vertical-align:top"></i></span>
-        <div id="other-versions" class="rst-other-versions">
-            <dl>
-                <dt>Versions</dt>
-                {% for slug, url in versions %}
-                    <dd><a href="{{ url }}">{{ slug }}</a></dd>
-                {% endfor %}
-            </dl>
-            <dl>
-                <dt>Downloads</dt>
-                {% for type, url in downloads %}
-                    <dd><a href="{{ url }}">{{ type }}</a></dd>
-                {% endfor %}
-            </dl>
-            <dl>
-                <dt>On Read the Docs</dt>
-                <dd>
-                    <a href="//{{ PRODUCTION_DOMAIN }}/projects/{{ slug }}/?fromdocs={{ slug }}">Project Home</a>
-                </dd>
-                <dd>
-                    <a href="//{{ PRODUCTION_DOMAIN }}/builds/{{ slug }}/?fromdocs={{ slug }}">Builds</a>
-                </dd>
-            </dl>
-            <hr/>
-            Free document hosting provided by <a href="http://www.readthedocs.org">Read the Docs</a>.
-        </div>
-    </div>
-{% endif %}
-
+{% if READTHEDOCS %}
+        <span class="fa fa-book" id="ReadtheDocs"> Read the Docs</span>
+    <div id="versions">
+        <span id="current-version">v: {{ current_version }}<i class="fa fa-caret-up" style="vertical-align:top"></i></span>
+        <div id="other-versions" class="rst-other-versions">
+            <dl>
+                <dt>Versions</dt>
+                {% for slug, url in versions %}
+                    <dd><a href="{{ url }}">{{ slug }}</a></dd>
+                {% endfor %}
+            </dl>
+            <dl>
+                <dt>Downloads</dt>
+                {% for type, url in downloads %}
+                    <dd><a href="{{ url }}">{{ type }}</a></dd>
+                {% endfor %}
+            </dl>
+            <dl>
+                <dt>On Read the Docs</dt>
+                <dd>
+                    <a href="//{{ PRODUCTION_DOMAIN }}/projects/{{ slug }}/?fromdocs={{ slug }}">Project Home</a>
+                </dd>
+                <dd>
+                    <a href="//{{ PRODUCTION_DOMAIN }}/builds/{{ slug }}/?fromdocs={{ slug }}">Builds</a>
+                </dd>
+            </dl>
+            <hr/>
+            Free document hosting provided by <a href="https://www.readthedocs.org">Read the Docs</a>.
+        </div>
+    </div>
+{% endif %}
+
diff --git a/source/_templates/sphinx_minoo_theme/layout.html b/source/_templates/sphinx_minoo_theme/layout.html
index 1aac523..0eaad41 100644
--- a/source/_templates/sphinx_minoo_theme/layout.html
+++ b/source/_templates/sphinx_minoo_theme/layout.html
@@ -1,58 +1,58 @@
-
-{%- set url_root = pathto('', 1) %}
-{%- if url_root == '#' %}
-    {% set url_root = '' %}
-{% endif %}
-{%- if not embedded and docstitle %}
-    {%- set titlesuffix = " &mdash; "|safe + docstitle|e %}
-{%- else %}
-    {%- set titlesuffix = "" %}
-{%- endif %}
-
-<!DOCTYPE html>
-<!--[if IE 8]><html class="no-js lt-ie9" lang="{{ theme_language }}" > <![endif]-->
-<!--[if gt IE 8]><!--> <html class="no-js" lang="{{ theme_language }}" > <!--<![endif]-->
-<html dir="{{ theme_direction }}" lang="{{ theme_language }}">
-    <head>
-        {% include "includes/header.html" %}
-        {%- block extrahead %}{% endblock %}
-    </head>
-    <body>
-        <div id="page">
-            <div id="wrapper-page-sidebar">
-                {% include "includes/sidebar.html" %}
-            </div>
-            <div id="page-body">
-                <div class="container-fluid">
-                        <div id="body-content" style="max-width: {{ theme_body_max_width }}">
-
-                            <div class="row-fluid">
-            			        <div class="col-lg-12 top-banner">
-                				    {% include "includes/top.html" %}
-                			        </div>
-                			    </div>
-                                            
-                               <div class="row-fluid">
-                			        <div class="col-lg-12 text-content">
-                				    {% block body %}{% endblock %}
-                			        </div>
-                			    </div>
-                
-                               <div class="row-fluid">
-                			        <div class="col-lg-12">
-                				    {% include "includes/bottom.html" %}
-                			        </div>
-                			    </div>
-                            
-                        </div>
-                </div>
-            </div>
-<a href="/support.html" target="_blank" class="donate-box donate-badge side-donate">
-<i class="fa fa-gift" aria-hidden="true"></i> حمایت مالی
-</a>
-            <span class="back-to-top">
-                <i class="fa fa-arrow-circle-up"></i>
-            </span>
-        </div>
-    </body>
-</html>
+
+{%- set url_root = pathto('', 1) %}
+{%- if url_root == '#' %}
+    {% set url_root = '' %}
+{% endif %}
+{%- if not embedded and docstitle %}
+    {%- set titlesuffix = " &mdash; "|safe + docstitle|e %}
+{%- else %}
+    {%- set titlesuffix = "" %}
+{%- endif %}
+
+<!DOCTYPE html>
+<!--[if IE 8]><html class="no-js lt-ie9" lang="{{ theme_language }}" > <![endif]-->
+<!--[if gt IE 8]><!--> <html class="no-js" lang="{{ theme_language }}" > <!--<![endif]-->
+<html dir="{{ theme_direction }}" lang="{{ theme_language }}">
+    <head>
+        {% include "includes/header.html" %}
+        {%- block extrahead %}{% endblock %}
+    </head>
+    <body>
+        <div id="page">
+            <div id="wrapper-page-sidebar">
+                {% include "includes/sidebar.html" %}
+            </div>
+            <div id="page-body">
+                <div class="container-fluid">
+                        <div id="body-content" style="max-width: {{ theme_body_max_width }}">
+
+                            <div class="row-fluid">
+            			        <div class="col-lg-12 top-banner">
+                				    {% include "includes/top.html" %}
+                			        </div>
+                			    </div>
+                                            
+                               <div class="row-fluid">
+                			        <div class="col-lg-12 text-content">
+                				    {% block body %}{% endblock %}
+                			        </div>
+                			    </div>
+                
+                               <div class="row-fluid">
+                			        <div class="col-lg-12">
+                				    {% include "includes/bottom.html" %}
+                			        </div>
+                			    </div>
+                            
+                        </div>
+                </div>
+            </div>
+<a href="/support.html" target="_blank" class="donate-box donate-badge side-donate">
+<i class="fa fa-gift" aria-hidden="true"></i> حمایت مالی
+</a>
+            <span class="back-to-top">
+                <i class="fa fa-arrow-circle-up"></i>
+            </span>
+        </div>
+    </body>
+</html>
diff --git a/source/_templates/sphinx_minoo_theme/page.html b/source/_templates/sphinx_minoo_theme/page.html
index f08a446..f4482a2 100644
--- a/source/_templates/sphinx_minoo_theme/page.html
+++ b/source/_templates/sphinx_minoo_theme/page.html
@@ -1,5 +1,5 @@
-{%- extends "layout.html" %}
-
-{% block body %}
-  {{ body }}
-{% endblock %}
+{%- extends "layout.html" %}
+
+{% block body %}
+  {{ body }}
+{% endblock %}
diff --git a/source/_templates/sphinx_minoo_theme/search.html b/source/_templates/sphinx_minoo_theme/search.html
index b202d25..3caa96c 100644
--- a/source/_templates/sphinx_minoo_theme/search.html
+++ b/source/_templates/sphinx_minoo_theme/search.html
@@ -1,52 +1,52 @@
-{#
-    basic/search.html
-    ~~~~~~~~~~~~~~~~~
-
-    Template for the search page.
-
-    :copyright: Copyright 2007-2013 by the Sphinx team, see AUTHORS.
-    :license: BSD, see LICENSE for details.
-#}
-
-{%- extends "layout.html" %}
-
-{% block extrahead %}
-  <script type="text/javascript">
-    jQuery(function() { Search.loadIndex("{{ pathto('searchindex.js', 1) }}"); });
-  </script>
-  {# this is used when loading the search index using $.ajax fails,
-     such as on Chrome for documents on localhost #}
-  <script type="text/javascript" id="searchindexloader"></script>
-  {{ super() }}
-{% endblock %}
-
-
-{% block body %}
-  <noscript>
-  <div id="fallback" class="admonition warning">
-    <p class="last">
-      {% trans %}Please activate JavaScript to enable the search
-      functionality.{% endtrans %}
-    </p>
-  </div>
-  </noscript>
-
-  {% if search_performed %}
-    <h2>{{ _('Search Results') }}</h2>
-    {% if not search_results %}
-      <p>{{ _('Your search did not match any documents. Please make sure that all words are spelled correctly and that you\'ve selected enough categories.') }}</p>
-    {% endif %}
-  {% endif %}
-  <div id="search-results">
-  {% if search_results %}
-    <ul>
-    {% for href, caption, context in search_results %}
-      <li>
-        <a href="{{ pathto(item.href) }}">{{ caption }}</a>
-        <p class="context">{{ context|e }}</p>
-      </li>
-    {% endfor %}
-    </ul>
-  {% endif %}
-  </div>
-{% endblock %}
+{#
+    basic/search.html
+    ~~~~~~~~~~~~~~~~~
+
+    Template for the search page.
+
+    :copyright: Copyright 2007-2013 by the Sphinx team, see AUTHORS.
+    :license: BSD, see LICENSE for details.
+#}
+
+{%- extends "layout.html" %}
+
+{% block extrahead %}
+  <script type="text/javascript">
+    jQuery(function() { Search.loadIndex("{{ pathto('searchindex.js', 1) }}"); });
+  </script>
+  {# this is used when loading the search index using $.ajax fails,
+     such as on Chrome for documents on localhost #}
+  <script type="text/javascript" id="searchindexloader"></script>
+  {{ super() }}
+{% endblock %}
+
+
+{% block body %}
+  <noscript>
+  <div id="fallback" class="admonition warning">
+    <p class="last">
+      {% trans %}Please activate JavaScript to enable the search
+      functionality.{% endtrans %}
+    </p>
+  </div>
+  </noscript>
+
+  {% if search_performed %}
+    <h2>{{ _('Search Results') }}</h2>
+    {% if not search_results %}
+      <p>{{ _('Your search did not match any documents. Please make sure that all words are spelled correctly and that you\'ve selected enough categories.') }}</p>
+    {% endif %}
+  {% endif %}
+  <div id="search-results">
+  {% if search_results %}
+    <ul>
+    {% for href, caption, context in search_results %}
+      <li>
+        <a href="{{ pathto(item.href) }}">{{ caption }}</a>
+        <p class="context">{{ context|e }}</p>
+      </li>
+    {% endfor %}
+    </ul>
+  {% endif %}
+  </div>
+{% endblock %}
diff --git a/source/_templates/sphinx_minoo_theme/static/bootstrap.min.css b/source/_templates/sphinx_minoo_theme/static/bootstrap.min.css
index cd1c616..46db47e 100644
--- a/source/_templates/sphinx_minoo_theme/static/bootstrap.min.css
+++ b/source/_templates/sphinx_minoo_theme/static/bootstrap.min.css
@@ -1,5 +1,5 @@
-/*!
- * Bootstrap v3.3.4 (http://getbootstrap.com)
- * Copyright 2011-2015 Twitter, Inc.
- * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)
+/*!
+ * Bootstrap v3.3.4 (http://getbootstrap.com)
+ * Copyright 2011-2015 Twitter, Inc.
+ * Licensed under MIT (https://github.com/twbs/bootstrap/blob/master/LICENSE)
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diff --git a/source/_templates/sphinx_minoo_theme/static/bootstrap.min.js b/source/_templates/sphinx_minoo_theme/static/bootstrap.min.js
index c8f82e5..097b840 100644
--- a/source/_templates/sphinx_minoo_theme/static/bootstrap.min.js
+++ b/source/_templates/sphinx_minoo_theme/static/bootstrap.min.js
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diff --git a/source/_templates/sphinx_minoo_theme/static/font-awesome.min.css b/source/_templates/sphinx_minoo_theme/static/font-awesome.min.css
index 71249b6..512fc5f 100644
--- a/source/_templates/sphinx_minoo_theme/static/font-awesome.min.css
+++ b/source/_templates/sphinx_minoo_theme/static/font-awesome.min.css
@@ -1,4 +1,4 @@
-/*!
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index 0f60b7b..16bb608 100644
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diff --git a/source/_templates/sphinx_minoo_theme/static/minoo-20230505.js b/source/_templates/sphinx_minoo_theme/static/minoo-20230505.js
index 9fc8108..a6ed4ca 100644
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-    $("table.hlist").unwrap();
-    $("table.docutils.footnote").unwrap();
-    $("table.docutils.citation").unwrap();
-    $("table.last").parents(".table-responsive").addClass("margin-b-z"); 
-    $("table.field-list").unwrap();
-    $("table.field-list").removeClass("table table-bordered");
-
-    // top button
-
-    $(window).scroll(function() {    
-        if ($(this).scrollTop() > 250) {
-            $('.back-to-top').fadeIn(300);
-	    $('.donate-badge').addClass('active');
-        } else {
-            $('.back-to-top').fadeOut(300);
-            $('.donate-badge').removeClass('active');
-        }        
-    });
-
-    $('.back-to-top').click(function(event) {
-        event.preventDefault();
-        $('html, body').animate({scrollTop: 0}, 300);
-        return false;
-    });
-
-    $('.back-to-top').hide();
-
-
-    //Sidebar menu list
-
-    $("#sidebar-bottom-list #tree-toc li.toctree-l1").each(function(i) {
-        $(this).attr("id", "toctree-l1-" + i);
-        if($(this).find("ul").length){
-            if(!$(this).hasClass("current")){
-                $(this).find("ul").hide();
-                $("#toctree-l1-" + i).prepend("<i class='fa fa-plus-square-o'></i>");
-            }else{
-                $("#toctree-l1-" + i).prepend("<i class='fa fa-minus-square-o'></i>");
-            }
-        }
-    }); 
-
-    $("li[id^='toctree-l1-'] i").click(function(e) {
-        e.preventDefault();
-        var id = $(this).parents().attr("id");
-        $(this).toggleClass("fa-plus-square-o fa-minus-square-o");
-        $("#" + id).find("ul").toggle();
-    });
-
-    //index menu list
-
-    $(".toctree-wrapper li.toctree-l1").each(function(i) {
-        $(this).attr("id", "wrapper-toctree-l1-" + i);
-        if($(this).find("ul").length){
-            $(this).find("ul").hide();
-            $("#wrapper-toctree-l1-" + i).prepend("<i class='fa fa-plus-square-o'></i>");
-        }
-    }); 
-
-    $("li[id^='wrapper-toctree-l1-'] i").click(function(e) {
-        e.preventDefault();
-        var id = $(this).parents().attr("id");
-        $(this).toggleClass("fa-plus-square-o fa-minus-square-o");
-        $("#" + id).find("ul").toggle();
-    });
-
-
-    // "Read the Docs" badge
-
-    $('#sidebar-bottom-versions').click(function(e) {
-        e.preventDefault();
-        $("#other-versions").toggleClass("toggled");
-        $("#current-version i").toggleClass("fa-caret-up fa-caret-down");
-    });
-
-    $('#other-versions').click(function(e) {
-        e.stopPropagation();
-    });
-
-
-
-   //  custome function
-   $("li[id^='wrapper-toctree-l1-'] a").each(function() {
-        if ($(this).text().indexOf("گزارش توسعه")>=0) {
-           $(this).parent().addClass('make-red');
-        }
-        if ($(this).text().indexOf("پیش‌گفتار")>=0) {
-           $(this).parent().addClass('make-red');
-        }
-        if ($(this).text().indexOf("چالش")>=0) {
-           $(this).parent().addClass('make-black');
-        }
-        if ($(this).text().indexOf("گزارش حمایت‌های مالی")>=0) {
-           $(this).parent().addClass('make-red');
-        }
-        if ($(this).text().indexOf("حمایت مالی")>=0) {
-           $(this).parent().addClass('make-red');
-        }
-        if ($(this).text().indexOf("بهترین منابع آموزش پایتون") >= 0) {
-           $(this).parent().addClass('make-green');
-        }
-        if ($(this).text().indexOf("محیط تعاملی پایتون") >= 0) {
-           $(this).parent().addClass('make-green');
-        }
-   });
-   //  end custome function
-
-
-
-
-    // get current id in sidebar
-    // set scroll
-
-    var crl = $(".toctree-l1.current").attr('id');
-    var pos = $("#" + crl).offset();
-    $('#sidebar-bottom').animate({scrollTop: pos.top - 232 }, "slow");
-
-
-    // Fixing the lists
-    // $("ul li p").each(function(){
-    //     var value = $(this).html();
-    //     $(this).replaceWith(value);
-    // });
-
-
-});
-
-$( window ).resize(function() {
-    $("#sidebar-bottom").height($(window).height() - $("#sidebar-top").height() - 35);
-});
-
-
-
-    
-
-
+
+$( document ).ready(function() {
+
+    $("#navigation-toggle").click(function(e) {
+        e.preventDefault();
+        $("#page").toggleClass("toggled");
+        $("#sidebar-toggle-icon").toggleClass("fa-angle-double-left fa-angle-double-right");
+        if($("#other-versions").hasClass("toggled")){
+            $("#other-versions").toggleClass("toggled");
+            $("#current-version i").toggleClass("fa-caret-up fa-caret-down");
+        }
+    });
+
+
+    $("#input-search").focus(function() {
+        if($(window).height() <= 480){
+            $("#sidebar-bottom-versions").hide();
+            $("#sidebar-top-links").hide();
+            $("#sidebar-top-image").hide();
+            $("#wrapper-sidebar-bottom").css("top", (sth - 133) + "px");
+        }
+    });
+    $("#input-search").focusout(function() {
+        if($(window).height() <= 480){
+            $("#sidebar-bottom-versions").show();
+            $("#sidebar-top-links").show();
+            $("#sidebar-top-image").show();
+            $("#wrapper-sidebar-bottom").css("top", (sth - 3) + "px");
+        }
+    });
+
+    var sth = $("#sidebar-top").height();
+
+    $("#wrapper-sidebar-bottom").css("top", (sth - 3) + "px");
+    $("#sidebar-bottom").height($(window).height() - (sth) - 35);
+
+    $("div[class^='highlight-']").wrap( "<div class='h-scroll'></div>");
+    $("div[class^='first highlight-']").wrap( "<div class='h-scroll'></div>");
+    $("table.docutils").addClass("table table-bordered");
+    $("img").addClass("img-responsive");
+    $("table").parent().wrap("<div class='table-responsive'></div>");
+
+    $("table.hlist").unwrap();
+    $("table.docutils.footnote").unwrap();
+    $("table.docutils.citation").unwrap();
+    $("table.last").parents(".table-responsive").addClass("margin-b-z"); 
+    $("table.field-list").unwrap();
+    $("table.field-list").removeClass("table table-bordered");
+
+    // top button
+
+    $(window).scroll(function() {    
+        if ($(this).scrollTop() > 250) {
+            $('.back-to-top').fadeIn(300);
+	    $('.donate-badge').addClass('active');
+        } else {
+            $('.back-to-top').fadeOut(300);
+            $('.donate-badge').removeClass('active');
+        }        
+    });
+
+    $('.back-to-top').click(function(event) {
+        event.preventDefault();
+        $('html, body').animate({scrollTop: 0}, 300);
+        return false;
+    });
+
+    $('.back-to-top').hide();
+
+
+    //Sidebar menu list
+
+    $("#sidebar-bottom-list #tree-toc li.toctree-l1").each(function(i) {
+        $(this).attr("id", "toctree-l1-" + i);
+        if($(this).find("ul").length){
+            if(!$(this).hasClass("current")){
+                $(this).find("ul").hide();
+                $("#toctree-l1-" + i).prepend("<i class='fa fa-plus-square-o'></i>");
+            }else{
+                $("#toctree-l1-" + i).prepend("<i class='fa fa-minus-square-o'></i>");
+            }
+        }
+    }); 
+
+    $("li[id^='toctree-l1-'] i").click(function(e) {
+        e.preventDefault();
+        var id = $(this).parents().attr("id");
+        $(this).toggleClass("fa-plus-square-o fa-minus-square-o");
+        $("#" + id).find("ul").toggle();
+    });
+
+    //index menu list
+
+    $(".toctree-wrapper li.toctree-l1").each(function(i) {
+        $(this).attr("id", "wrapper-toctree-l1-" + i);
+        if($(this).find("ul").length){
+            $(this).find("ul").hide();
+            $("#wrapper-toctree-l1-" + i).prepend("<i class='fa fa-plus-square-o'></i>");
+        }
+    }); 
+
+    $("li[id^='wrapper-toctree-l1-'] i").click(function(e) {
+        e.preventDefault();
+        var id = $(this).parents().attr("id");
+        $(this).toggleClass("fa-plus-square-o fa-minus-square-o");
+        $("#" + id).find("ul").toggle();
+    });
+
+
+    // "Read the Docs" badge
+
+    $('#sidebar-bottom-versions').click(function(e) {
+        e.preventDefault();
+        $("#other-versions").toggleClass("toggled");
+        $("#current-version i").toggleClass("fa-caret-up fa-caret-down");
+    });
+
+    $('#other-versions').click(function(e) {
+        e.stopPropagation();
+    });
+
+
+
+   //  custome function
+   $("li[id^='wrapper-toctree-l1-'] a").each(function() {
+        if ($(this).text().indexOf("گزارش توسعه")>=0) {
+           $(this).parent().addClass('make-red');
+        }
+        if ($(this).text().indexOf("پیش‌گفتار")>=0) {
+           $(this).parent().addClass('make-red');
+        }
+        if ($(this).text().indexOf("چالش")>=0) {
+           $(this).parent().addClass('make-black');
+        }
+        if ($(this).text().indexOf("گزارش حمایت‌های مالی")>=0) {
+           $(this).parent().addClass('make-red');
+        }
+        if ($(this).text().indexOf("حمایت مالی")>=0) {
+           $(this).parent().addClass('make-red');
+        }
+        if ($(this).text().indexOf("بهترین منابع آموزش پایتون") >= 0) {
+           $(this).parent().addClass('make-green');
+        }
+        if ($(this).text().indexOf("محیط تعاملی پایتون") >= 0) {
+           $(this).parent().addClass('make-green');
+        }
+   });
+   //  end custome function
+
+
+
+
+    // get current id in sidebar
+    // set scroll
+
+    var crl = $(".toctree-l1.current").attr('id');
+    var pos = $("#" + crl).offset();
+    $('#sidebar-bottom').animate({scrollTop: pos.top - 232 }, "slow");
+
+
+    // Fixing the lists
+    // $("ul li p").each(function(){
+    //     var value = $(this).html();
+    //     $(this).replaceWith(value);
+    // });
+
+
+});
+
+$( window ).resize(function() {
+    $("#sidebar-bottom").height($(window).height() - $("#sidebar-top").height() - 35);
+});
+
+
+
+    
+
+
diff --git a/source/_templates/sphinx_minoo_theme/static/minoo-20230505.css b/source/_templates/sphinx_minoo_theme/static/minoo-20240216.css
similarity index 97%
rename from source/_templates/sphinx_minoo_theme/static/minoo-20230505.css
rename to source/_templates/sphinx_minoo_theme/static/minoo-20240216.css
index 836b487..5597b94 100644
--- a/source/_templates/sphinx_minoo_theme/static/minoo-20230505.css
+++ b/source/_templates/sphinx_minoo_theme/static/minoo-20240216.css
@@ -1,295 +1,295 @@
-
-/* colors guide:
-theme[first:5C6BC0,second:E8EAF6,hover:66BB6A]
-font[main:212121,title:FFFFFF,footnote:616161,headers:000000]
-code[background:424242,text:FAFAFA]
-highlighted[background:FDD835,text:212121]
-list[purple:[title:AB47BC,sub:CE93D8]-green:[title:66BB6A,sub:A5D6A7]-blue[title:5C6BC0,sub:9FA8DA]]
-box[note,attention[body:90CAF9,title:42A5F5]-tip,important[body:80CBC4,title:26A69A]-hint,warning[body:FFAB91,title:FF7043]-error,danger[body:EF9A9A,title:EF5350]-caution[body:C5E1A5,title:9CCC65]-admonition[body:B0BEC5,title:78909C]]
-*/
-
-
-
-/* sphinx_rtd_theme fonts  */
-@font-face{font-family:"Inconsolata";font-style:normal;font-weight:400;src:local("Inconsolata"),url(fonts/Inconsolata.ttf) format("truetype")}@font-face{font-family:"Inconsolata";font-style:normal;font-weight:700;src:local("Inconsolata Bold"),local("Inconsolata-Bold"),url(fonts/Inconsolata-Bold.ttf) format("truetype")}@font-face{font-family:"Lato";font-style:normal;font-weight:400;src:local("Lato Regular"),local("Lato-Regular"),url(fonts/Lato-Regular.ttf) format("truetype")}@font-face{font-family:"Lato";font-style:normal;font-weight:700;src:local("Lato Bold"),local("Lato-Bold"),url(fonts/Lato-Bold.ttf) format("truetype")}@font-face{font-family:"Roboto Slab";font-style:normal;font-weight:400;src:local("Roboto Slab Regular"),local("RobotoSlab-Regular"),url(fonts/RobotoSlab-Regular.ttf) format("truetype")}@font-face{font-family:"Roboto Slab";font-style:normal;font-weight:700;src:local("Roboto Slab Bold"),local("RobotoSlab-Bold"),url(fonts/RobotoSlab-Bold.ttf) format("truetype")}
-
-/* HTML elements */
-body{font-family:vazir, sans-serif;font-weight:normal;color:#252525;min-height:100%;font-size:1.5rem;overflow-x:hidden}
-html{height:100%}
-a,ul>li>a,ol>li>a{text-decoration:none!important;color:#5C6BC0;padding:0}
-a:hover,ul>li>a:hover,ol>li>a:hover{color:#66BB6A}
-i{vertical-align:middle}
-h1,h2,h3,h4,h5,h6{font-weight:bold;color:#000000;display:inline-block}
-h1,h2,h3{padding:10px 15px 10px 0}
-h1{background-color:#5C6BC0;color:#FFFFFF;line-height:26px;border-right:5px #E8EAF6 solid}
-p{line-height:24px;margin:0;font-size:1.5rem}
-h1{font-size:150%}
-h2{font-size:125%}
-h3{font-size:115%}
-h4{font-size:110%}
-h5{font-size:100%}
-h6{font-size:90%}
-hr{margin-top:0;border-top:1px #E8EAF6 solid}
-blockquote{border-left:none;border-right:none;padding:0;margin:0 24px 0 0}
-th{text-align:right}
-td,th{vertical-align:top}
-thead{background-color:#5C6BC0;color:#FFFFFF}
-caption{text-align:center;color:#212121;padding:8px 24px;background-color:#E8EAF6}
-code,kbd,pre,samp{background-color:#E8EAF6;border-radius:0;border:none;direction:ltr;font-size:14px}
-code,kbd,samp{padding:2px 6px;white-space:pre}
-code{color:#212121}
-pre{margin:0;overflow-wrap:normal;text-align:left}
-ul,ol{padding-right:24px;font-size:1.5rem}
-ul li{list-style:disc;font-size:1.5rem}
-dl dt{font-weight:bold}
-dl dd{margin:0 24px 12px 0}
-
-/* theme */
-#page{padding:0;margin:0;height:100%}
-#page.toggled{padding-right:300px}
-#page-body{width:100%;position:relative;padding-right:32px;visibility:visible}
-@media(min-width:768px){#page.toggled #page-body{position:relative;padding-right:0}}
-@media(max-width:768px){#page.toggled #page-body{visibility:hidden}#page.toggled{padding-right:0}#page.toggled .back-to-top{display:none !important}}
-
-#page-sidebar{width:300px;min-height:100%;background-color:#5C6BC0;overflow:hidden;float:right}
-#wrapper-page-sidebar{z-index:1000;position:fixed;width:300px;min-height:100%;background-color:#5C6BC0;right:-300px}
-#sidebar-top{width:300px;top:0!important;right:-300px;position:fixed;z-index:1000;background-color:#5C6BC0}
-#page.toggled #sidebar-top,#page.toggled #wrapper-sidebar-bottom,#page.toggled #wrapper-page-sidebar{right:0}
-#page,#wrapper-page-sidebar,#page-sidebar,#sidebar-top,#sidebar-bottom-versions,#wrapper-sidebar-bottom,#sidebar-bottom-versions,.side-top-link{-webkit-transition:all 0.5s ease;-moz-transition:all 0.5s ease;-o-transition:all 0.5s ease;-ms-transition:all 0.5s ease;transition:all 0.5s ease}
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--moz-box-shadow: 0px 0px 1px 1px rgba(66,66,66,1);
-box-shadow: 0px 0px 1px 1px rgba(66,66,66,1);}
-#sidebar-top-links{width:300px;height:34px;display:block;text-align:center}
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-#page.toggled #sidebar-navigation{background-color:#E8EAF6;width:300px}
-#navigation-toggle{width:32px;height:52px;color:#FFFFFF;cursor:pointer;float:left;padding:0 8px;display:inline-block;background-color:#5C6BC0}
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-#sidebar-bottom{width:300px;padding:0 10px;display:inline-block;background-color:#5C6BC0;overflow-y:auto;overflow-x:hidden}
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-.top-src{float:left;margin-right:24px}
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-#body-footer{direction:ltr;width:100%;height:auto;padding:10px 0;background-color:#E8EAF6;line-height:30px;display:block;margin:0 0 24px 0}
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-.back-to-top:hover{opacity:1}
-.back-to-top>i{font-size:32px;line-height:28px;vertical-align:top}
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-
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-.fa{font-size:19px}
-.table{display:inline-block;width:auto;max-width:none;white-space:nowrap}
-.admonition,.figure,.h-scroll,.highlight,.table-responsive,table.field-list,dl,img,h1,h2,h3,h4,h5,h6,p,hr,ol,ul,ul.search>li,.contents.topic,.line-blockack,blockquote,blockquote ol:last-child,blockquote p:last-child,blockquote ul:last-child,table.hlist,table.docutils.footnote,table.docutils.citation,ol ol,ol ul,ul ol,ul ul{margin-bottom:24px}
-.margin-b-z,ul li p:last-child,.figure img,.table,.last .highlight,.hlist  ul,div[class^='highlight'] .table-responsive{margin-bottom:0}/**/
-.code{width:100%}
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-.align-left{text-align:left}
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-.align-right{text-align:right}
-.table-striped>tbody>tr:nth-of-type(odd){background-color:#E8EAF6}
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-.table-bordered{border:0}
-.alert,.btn{border-radius:0}
-.img-responsive{display:inline}
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-.highlighttable{direction:ltr;overflow:hidden}
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-.linenos{margin-bottom:24px;vertical-align:top}
-.topic-title{font-weight:bold;margin-bottom:12px}
-.highlighted{background:#FDD835;display:inline-block;font-weight:bold;padding:0 4px;color:#212121}
-table.field-list{border:none;white-space:normal}
-table.field-list .field-name{padding-left:0;text-align:right}
-table.field-list .field-body{padding-right:0;text-align:right}
-table.field-list th,table.field-list td{width:auto!important}
-.footnote-reference,.citation-reference{vertical-align:super;font-size:90%}
-.table.docutils.footnote tr,.table.docutils.citation tr{background:none;color:#616161}
-table.docutils.citation tr td,table.docutils.footnote tr td{border:none}
-table.docutils.footnote td,table.docutils.footnote th,table.docutils.citation td,table.docutils.citation th,table.field-list th,table.field-list td{margin:0;padding:3px 12px!important;font-size:90%;overflow:visible;width:100%}
-table.docutils.footnote{white-space:normal}
-.toctree-wrapper li,#sidebar-bottom-list #tree-toc ul li,.contents.topic ul li{list-style:none}
-.toctree-wrapper li>ul{padding:0;margin:0 24px 0 0}
-.toctree-wrapper li>a{background-color:#AB47BC;color:#FFFFFF;line-height:26px;border-right:0}
-.toctree-wrapper li>ul>li>a{background-color:#CE93D8}
-.toctree-wrapper li>a:hover{border-right:5px #CE93D8 solid}
-.toctree-wrapper li>ul>li>a:hover{border-right:5px #AB47BC solid}
-.toctree-wrapper li>a:hover,.contents.topic li>a:hover{color:#FFFFFF}
-.contents.topic li>a{background-color:#5C6BC0;color:#FFFFFF;padding:3px 10px;line-height:26px;border-right:0}
-.contents.topic li>ul>li>a{background-color:#9FA8DA}
-.contents.topic li>a:hover{border-right:5px #9FA8DA solid}
-.contents.topic li>ul>li>a:hover{border-right:5px #5C6BC0 solid}
-#sidebar-bottom-list #tree-toc{margin-top:10px;margin-bottom:20px;width:280px;min-height:100%}
-#sidebar-bottom-list #tree-toc ul{padding:0;margin:0 24px 0 0}
-#sidebar-bottom-list #tree-toc ul li>a,#sidebar-bottom-list #tree-toc ul li.current>a{line-height:20px;border-right:0}
-#sidebar-bottom-list #tree-toc ul li>a{color:#212121;background-color:#E8EAF6}
-#sidebar-bottom-list #tree-toc ul li.current>a,h2{color:#FFFFFF;background-color:#66BB6A}
-h2{border-right:5px #E8EAF6 solid !important}
-h3{border-right:5px #66BB6A solid !important}
-#sidebar-bottom-list #tree-toc ul li>ul>li>a{color:#FFFFFF;background-color:#A5D6A7}
-#sidebar-bottom-list #tree-toc ul li>a:hover{border-right:5px #66BB6A solid;color:#212121}
-#sidebar-bottom-list #tree-toc ul li.current>a:hover{border-right:5px #E8EAF6 solid;color:#FFFFFF}
-#sidebar-bottom-list #tree-toc ul li>ul>li>a:hover{border-right:5px #E8EAF6 solid;color:#FFFFFF}
-#sidebar-bottom-list #tree-toc ul li.current>ul>li>a:hover{color:#FFFFFF}
-#sidebar-bottom-list #tree-toc li a,.toctree-wrapper li>a,.contents.topic li>a{display:inline-block;margin:0;padding:2px 10px}
-#sidebar-bottom-list #tree-toc li,.toctree-wrapper li,.contents.topic li{margin-top:1px}
-#sidebar-bottom-list #tree-toc li.toctree-l1 i,.toctree-wrapper li.toctree-l1 i{margin-right:-24px; margin-left:9px;display:inline-block;vertical-align:top;padding-top:5px;cursor:pointer;color:#E8EAF6}
-.toctree-wrapper li.toctree-l1 i{position:absolute}
-.toctree-wrapper li.toctree-l1 i{color:#CE93D8!important}
-#sidebar-bottom-list #tree-toc li.toctree-l1 i:hover{color:#66BB6A}
-.toctree-wrapper li.toctree-l1 i:hover{color:#AB47BC!important}
-.admonition{display:inline-block;width:100%;padding:12px}
-.admonition-title{color:#FFFFFF;margin:-12px;padding:6px 12px}
-.note .admonition-title,.tip .admonition-title,.hint .admonition-title,.attention .admonition-title,.important .admonitionpri-title,.warning .admonition-title,.error .admonition-title,.danger .admonition-title,.caution .admonition-title,.admonition .admonition-title{font-weight:bold;margin-bottom:12px}
-.note .admonition-title:before,.tip .admonition-title:before,.hint .admonition-title:before,.attention .admonition-title:before,.important .admonition-title:before,.warning .admonition-title:before,.error .admonition-title:before,.danger .admonition-title:before,.caution .admonition-title:before,.admonition .admonition-title:before{margin-left:5px}
-.admonition.note,.admonition.attention{background-color:#90CAF9}
-.admonition.note .admonition-title,.admonition.attention .admonition-title{background-color:#42A5F5}
-.admonition.note .admonition-title:before{font-family:FontAwesome;content:"\f12a"}
-.admonition.attention .admonition-title:before{font-family:FontAwesome;content:"\f0e7"}
-.admonition.tip,.admonition.important{background-color:#80CBC4}
-.admonition.tip .admonition-title,.admonition.important .admonition-title{background-color:#26A69A}
-.admonition.tip .admonition-title:before{font-family:FontAwesome;content:"\f0eb"}
-.admonition.important .admonition-title:before{font-family:FontAwesome;content:"\f0a3"}
-.admonition.hint,.admonition.warning{background-color:#FFAB91}
-.admonition.hint .admonition-title,.admonition.warning .admonition-title{background-color:#FF7043}
-.admonition.hint .admonition-title:before{font-family:FontAwesome;content:"\f075"}
-.admonition.warning .admonition-title:before{font-family:FontAwesome;content:"\f071"}
-.admonition.error,.admonition.danger{background-color:#EF9A9A}
-.admonition.error .admonition-title,.admonition.danger .admonition-title{background-color:#EF5350}
-.admonition.error .admonition-title:before{font-family:FontAwesome;content:"\f05e"}
-.admonition.danger .admonition-title:before{font-family:FontAwesome;content:"\f1e2"}
-.admonition.caution{background-color:#C5E1A5}
-.admonition.caution .admonition-title{background-color:#9CCC65}
-.admonition.caution .admonition-title:before{font-family:FontAwesome;content:"\f06e"}
-.admonition{background-color:#B0BEC5}
-.admonition .admonition-title{background-color:#78909C}
-.admonition .admonition-title:before{font-family:FontAwesome;content:"\f040"}
-img.align-left,.figure.align-left,object.align-left{clear:left;float:left;margin-right:1em}
-img.align-right,.figure.align-right,object.align-right{clear:right;float:right;margin-left:1em}
-img.align-center,.figure.align-center,object.align-center{display:block;margin-left:auto;margin-right:auto}
-img.math{vertical-align:middle}
-div.body div.math p{text-align:center}
-span.eqno{float:right}
-.sidebar{float:left;width:40%;display:block;margin:0 24px 24px 0;padding:24px;background-color:#FFFFFF;border:1px #E8EAF6 solid}
-.sidebar p,.sidebar ul,.sidebar dl{font-size:90%}
-.sidebar .last,.admonition .last,table.highlighttable{margin-bottom:0}
-.sidebar .sidebar-title{display:block;font-weight:bold;background-color:#5C6BC0;padding:6px 12px;margin:-24px;margin-bottom:24px;font-size:100%;color:#FFFFFF;}
-#sidebar-bottom-versions{display:block;position:fixed;bottom:20px;height:38px;right:-300px;bottom:0;width:300px;;background-color:#424242;cursor:pointer}
-#page.toggled #sidebar-bottom-versions{right:0}
-#current-version{padding:8px;margin:0;display:block;color:#66BB6A}
-#ReadtheDocs{padding:8px;margin:0;display:inline-block;color:#E8EAF6;float:right;font-size:13px;line-height:24px}
-#current-version i{margin-left:5px}
-#versions{float:left;direction:ltr}
-#other-versions{display:none;position:relative;cursor:default}
-#other-versions.toggled{display:block;position:fixed;bottom:38px;right:0;width:300px;height:auto;background-color:#424242;z-index:2000;padding:10px;font-size:90%;border-bottom:1px #212121 solid}
-#other-versions hr{display:block;height:1px;border:0;margin:20px 0;padding:0;border-top:1px #212121 solid}
-#other-versions dd{display:inline-block;margin:0}
-#other-versions dd a{display:inline-block;padding:6px;color:#FAFAFA}
-.hlist td{padding:0 0 0 8px}
-table.docutils.footnote,table.docutils.citation{word-break:break-all;white-space:normal;display:table}
-table.docutils.footnote td{word-break:normal;text-align:justify}
-table.docutils.citation tr td.label, table.docutils.footnote tr td.label{display:-moz-groupbox}
-@media screen and (max-width: 767px){
-.sidebar{width:100%}
-div[class^='highlight']{width:100%;display:inline-block}
-.table-responsive{border:1px solid #E8EAF6;border-top:none}
-.table{display:table;width:100%}}
-::selection{background-color:#5C6BC0;color:#E8EAF6}
-td{font-size:14px}
-tr.row-even{background-color:#F5F5F5;}
-
-/* custome style */
-ul li{text-align:justify}
-.red{color:#E65100}
-.emoji-size{font-size:20px;color:#E65100}
-p,blockquote{text-align:justify}
-body{font-size:1.5rem}
-.table-ltr{direction:ltr !important;text-align:center;margin-bottom: -24px !important;}
-.table-ltr th{text-align:center !important}
-.reportmenufield{background-color:#ec407a !important}
-.reportmenufield:hover{border-right:5px #f48fb1 solid !important}
-.exercisesmenufield{background-color:#ef5350 !important}
-.exercisesmenufield:hover{border-right:5px #ef9a9a solid !important}
-h1 a.toc-backref h2 a.toc-backref{color:#fff !important}
-.footer-donate {color:#fff !important;background-color:#616161 !important;padding:32px;display:block;width:100%;text-align:center;}
-.footer-donate h3{border:none !important;background:transparent;color:#fff !important;}
-.footer-donate p{margin:0 !important;text-align:center !important;font-size:14px;}
-.footer-donate a.donate-box{display:block;width:100%;float:none;padding:1.5rem;background-color:#4CAF50;color:#fff;font-weight:800;text-align:center;font-size:20px;box-shadow:0px 8px 15px rgba(0, 0, 0, 0.1);height:auto;}
-.footer-donate i{font-size:35px;}
-i{vertical-align:bottom !important;}
-.top-fixed .top-banner{position:fixed;background:#fff;z-index:9;right:0;top: 0;left:0;right:18%;max-width:772px;}
-.top-banner{transition:all .2s ease;}
-.top-fixed #body-donate{margin-bottom:0;}
-.top-fixed .text-content{margin-top:100px;}
-.donate-badge{position:fixed;bottom: 12px;z-index: 999999;left:40px;display:none;transition:all .2s ease;}
-.donate-badge.active{display:block;}
-#sidebar-bottom-list ul li{font-size:12px;text-align:inherit;}
-.toctree-wrapper ul li{text-align:inherit;}
-.side-top-link{color:#fff;text-align:center;display:block;padding:8px;position:fixed;bottom:38px;background:#5C6BC0;width:300px;right:-300px;font-size:85%;}
-#page.toggled .side-top-link{right:0}
-.top-links{display:inline-block;float:left;height:32px;width:auto;}
-.top-links a{display:block;height:32px;width:auto;padding:2px 10px;cursor:pointer;color:#fff;}
-.top-red a{background-color:#b41474;}
-.top-green a{background-color:#4CAF50;margin:0px 2px;}
-.top-blue a{background-color:#009ca7;}
-.top-red a:hover,.top-green a:hover,.top-blue a:hover{color:#000;}
-ul li p:last-child{margin-bottom: 24px !important;}
-a.side-donate{background-color:#66BB6A;margin:0px 2px;color:white;padding:2px 10px;}
-a.hover{background-color:#4CAF50;}
-@media screen and (max-width:768px){.top-red{display:none !important;}}
-.page-image{max-height:100%;max-width:100%;height:auto;display:inline-block;}
-
-/* -------- make other colors -------- */
-.toctree-wrapper li.make-red >a{background-color:#ec407a;}
-.toctree-wrapper .make-red >a:hover{border-right:5px #f48fb1 solid;}
-.toctree-wrapper li.make-red.toctree-l1 i{color:#f48fb1!important;}
-.toctree-wrapper li.make-red>ul>li>a,.toctree-wrapper li.make-red>ul>li>ul>li>a{background-color:#f48fb1;}
-.toctree-wrapper li.make-red>ul>li>a:hover,.toctree-wrapper li.make-red>ul>li>ul>li>a:hover{border-right:5px #ec407a solid;}
-
-.toctree-wrapper li.make-green >a{background-color:#00695c;}
-.toctree-wrapper .make-green >a:hover{border-right:5px #4db6ac solid;}
-.toctree-wrapper li.make-green.toctree-l1 i{color:#4db6ac!important;}
-.toctree-wrapper li.make-green>ul>li>a,.toctree-wrapper li.make-green>ul>li>ul>li>a{background-color:#4db6ac;}
-.toctree-wrapper li.make-green>ul>li>a:hover,.toctree-wrapper li.make-green>ul>li>ul>li>a:hover{border-right:5px #00695c solid;}
-
-.toctree-wrapper li.make-black >a{background-color:#37474f;}
-.toctree-wrapper .make-black >a:hover{border-right:5px #90a4ae solid;}
-.toctree-wrapper li.make-black.toctree-l1 i{color:#90a4ae!important;}
-.toctree-wrapper li.make-black>ul>li>a,.toctree-wrapper li.make-black>ul>li>ul>li>a{background-color:#90a4ae;}
-.toctree-wrapper li.make-black>ul>li>a:hover,.toctree-wrapper li.make-black>ul>li>ul>li>a:hover{border-right:5px #37474f solid;}
-
-.gist-container{position:relative;overflow:hidden;filter:blur(3px);transition:filter 0.3s ease-in-out;}
-.gist-container.active{filter:none;}
-.gist-container:hover{filter:none;cursor: pointer;}
\ No newline at end of file
+
+/* colors guide:
+theme[first:5C6BC0,second:E8EAF6,hover:66BB6A]
+font[main:212121,title:FFFFFF,footnote:616161,headers:000000]
+code[background:424242,text:FAFAFA]
+highlighted[background:FDD835,text:212121]
+list[purple:[title:AB47BC,sub:CE93D8]-green:[title:66BB6A,sub:A5D6A7]-blue[title:5C6BC0,sub:9FA8DA]]
+box[note,attention[body:90CAF9,title:42A5F5]-tip,important[body:80CBC4,title:26A69A]-hint,warning[body:FFAB91,title:FF7043]-error,danger[body:EF9A9A,title:EF5350]-caution[body:C5E1A5,title:9CCC65]-admonition[body:B0BEC5,title:78909C]]
+*/
+
+
+
+/* sphinx_rtd_theme fonts  */
+@font-face{font-family:"Inconsolata";font-style:normal;font-weight:400;src:local("Inconsolata"),url(fonts/Inconsolata.ttf) format("truetype")}@font-face{font-family:"Inconsolata";font-style:normal;font-weight:700;src:local("Inconsolata Bold"),local("Inconsolata-Bold"),url(fonts/Inconsolata-Bold.ttf) format("truetype")}@font-face{font-family:"Lato";font-style:normal;font-weight:400;src:local("Lato Regular"),local("Lato-Regular"),url(fonts/Lato-Regular.ttf) format("truetype")}@font-face{font-family:"Lato";font-style:normal;font-weight:700;src:local("Lato Bold"),local("Lato-Bold"),url(fonts/Lato-Bold.ttf) format("truetype")}@font-face{font-family:"Roboto Slab";font-style:normal;font-weight:400;src:local("Roboto Slab Regular"),local("RobotoSlab-Regular"),url(fonts/RobotoSlab-Regular.ttf) format("truetype")}@font-face{font-family:"Roboto Slab";font-style:normal;font-weight:700;src:local("Roboto Slab Bold"),local("RobotoSlab-Bold"),url(fonts/RobotoSlab-Bold.ttf) format("truetype")}
+
+/* HTML elements */
+body{font-family:vazir, sans-serif;font-weight:normal;color:#252525;min-height:100%;font-size:1.5rem;overflow-x:hidden}
+html{height:100%}
+a,ul>li>a,ol>li>a{text-decoration:none!important;color:#5C6BC0;padding:0}
+a:hover,ul>li>a:hover,ol>li>a:hover{color:#66BB6A}
+i{vertical-align:middle}
+h1,h2,h3,h4,h5,h6{font-weight:bold;color:#000000;display:inline-block}
+h1,h2,h3{padding:10px 15px 10px 0}
+h1{background-color:#5C6BC0;color:#FFFFFF;line-height:26px;border-right:5px #E8EAF6 solid}
+p{line-height:24px;margin:0;font-size:1.5rem}
+h1{font-size:150%}
+h2{font-size:125%}
+h3{font-size:115%}
+h4{font-size:110%}
+h5{font-size:100%}
+h6{font-size:90%}
+hr{margin-top:0;border-top:1px #E8EAF6 solid}
+blockquote{border-left:none;border-right:none;padding:0;margin:0 24px 0 0}
+th{text-align:right}
+td,th{vertical-align:top}
+thead{background-color:#5C6BC0;color:#FFFFFF}
+caption{text-align:center;color:#212121;padding:8px 24px;background-color:#E8EAF6}
+code,kbd,pre,samp{background-color:#E8EAF6;border-radius:0;border:none;direction:ltr;font-size:14px}
+code,kbd,samp{padding:2px 6px;white-space:pre}
+code{color:#212121}
+pre{margin:0;overflow-wrap:normal;text-align:left}
+ul,ol{padding-right:24px;font-size:1.5rem}
+ul li{list-style:disc;font-size:1.5rem}
+dl dt{font-weight:bold}
+dl dd{margin:0 24px 12px 0}
+
+/* theme */
+#page{padding:0;margin:0;height:100%}
+#page.toggled{padding-right:300px}
+#page-body{width:100%;position:relative;padding-right:32px;visibility:visible}
+@media(min-width:768px){#page.toggled #page-body{position:relative;padding-right:0}}
+@media(max-width:768px){#page.toggled #page-body{visibility:hidden}#page.toggled{padding-right:0}#page.toggled .back-to-top{display:none !important}}
+
+#page-sidebar{width:300px;min-height:100%;background-color:#5C6BC0;overflow:hidden;float:right}
+#wrapper-page-sidebar{z-index:1000;position:fixed;width:300px;min-height:100%;background-color:#5C6BC0;right:-300px}
+#sidebar-top{width:300px;top:0!important;right:-300px;position:fixed;z-index:1000;background-color:#5C6BC0}
+#page.toggled #sidebar-top,#page.toggled #wrapper-sidebar-bottom,#page.toggled #wrapper-page-sidebar{right:0}
+#page,#wrapper-page-sidebar,#page-sidebar,#sidebar-top,#sidebar-bottom-versions,#wrapper-sidebar-bottom,#sidebar-bottom-versions,.side-top-link{-webkit-transition:all 0.5s ease;-moz-transition:all 0.5s ease;-o-transition:all 0.5s ease;-ms-transition:all 0.5s ease;transition:all 0.5s ease}
+#sidebar-top-image{width:300px;height:136px;display:block;text-align:center}
+#sidebar-top-image>span{width:86px;height:126px;background-repeat:no-repeat;background-size:cover;border:4px solid #E8EAF6;display:inline-block;margin-top:5px;-webkit-box-shadow: 0px 0px 1px 1px rgba(66,66,66,1);
+-moz-box-shadow: 0px 0px 1px 1px rgba(66,66,66,1);
+box-shadow: 0px 0px 1px 1px rgba(66,66,66,1);}
+#sidebar-top-links{width:300px;height:34px;display:block;text-align:center}
+#sidebar-top-links>a{display:inline-block;color: #E8EAF6}
+#sidebar-top-links>a:hover{color:#66BB6A}
+#sidebar-navigation{width:332px;height:52px;background-color:#5C6BC0;display:block;line-height:28px}
+#page.toggled #sidebar-navigation{background-color:#E8EAF6;width:300px}
+#navigation-toggle{width:32px;height:52px;color:#FFFFFF;cursor:pointer;float:left;padding:0 8px;display:inline-block;background-color:#5C6BC0}
+#page.toggled #navigation-toggle{background-color:#66BB6A}
+#navigation-search{width:268px;position:absolute;padding:2px 8px;display:inline-block;left:32px}
+#input-search{width:100%;background-color:transparent;padding:3px 10px;font-size:13px;color:#212121;border:none;box-shadow:inset 0 -1px 0 #5C6BC0}
+#input-search:focus{outline:0;box-shadow:inset 0 -1px 0 #66BB6A}
+#navigation-toggle>i{margin-top:12px}
+#sidebar-top-title{width:300px;height:auto;text-align:center;padding:10px;display:inline-block}
+#sidebar-top-title>a{color:#E8EAF6;font-weight:bold}
+#sidebar-top-title>a:hover{color:#66BB6A}
+#sidebar-bottom{width:300px;padding:0 10px;display:inline-block;background-color:#5C6BC0;overflow-y:auto;overflow-x:hidden}
+#sidebar-bottom-list{width:100%;display:inline-block;min-height:100%;clear:both}
+#wrapper-sidebar-bottom{right:-300px;position:fixed;z-index:1000;min-height:100%;width:300px;background-color:#5C6BC0}
+#body-content{margin-right:auto;margin-left:auto;}
+#body-top{width:100%;height:auto;padding:10px 0;display:inline-block;color:#5C6BC0;border-bottom:3px #E8EAF6 solid;}
+#body-donate{width:100%;height:auto;display:inline-block;color:#fff;margin-bottom:24px;margin-top:2px;position:relative;}
+#body-top>a{display:inline-block;height:auto;vertical-align:bottom;height:auto}
+#body-top>a:hover{color:#66BB6A}
+#body-top>span{width:auto;height:28px;line-height:1.5rem;display:inline-block;vertical-align:bottom}
+#body-top>a>i,#body-top>span>i{display:inline-block}
+#top-src{float:left}
+.top-src{float:left;margin-right:24px}
+@media(max-width:768px){#top-src{display:none!important}}
+#body-btn{width:100%;height:100px;padding:28px 0;border-top:3px #E8EAF6 solid;line-height:30px;display:block}
+#body-btn>a{width:auto;height:auto;display:inline-block;padding:5px 8px;color:#FFFFFF;background-color:#5C6BC0}
+#body-btn>a:hover{background-color:#66BB6A}
+#body-btn>a>i{height:22px;display:inline-block;vertical-align:bottom}
+#body-footer{direction:ltr;width:100%;height:auto;padding:10px 0;background-color:#E8EAF6;line-height:30px;display:block;margin:0 0 24px 0}
+#body-footer>p{text-align:center;margin-bottom:0}
+.back-to-top{margin:10px;position:fixed;bottom:0;left:0;width:28px;height:28px;z-index:100;display:none;color:#66BB6A;cursor:pointer;opacity:0.7}
+.back-to-top:hover{opacity:1}
+.back-to-top>i{font-size:32px;line-height:28px;vertical-align:top}
+@media print{a[href^="http://"]:after,a[href^="https://"]:after{content:""}pre{overflow-wrap:break-word}#page-sidebar,.back-to-top,#body-footer,#body-btn,#top-src,#wrapper-page-sidebar{display:none;}pre,blockquote,tr,img,p.caption,h2,h3{page-break-inside:avoid}thead{display:table-header-group}img{max-width:100%!important}@page{margin:0.5cm}p,h2,h3,p.caption{orphans:3;widows:3}}
+
+
+/* common */
+.fa{font-size:19px}
+.table{display:inline-block;width:auto;max-width:none;white-space:nowrap}
+.admonition,.figure,.h-scroll,.highlight,.table-responsive,table.field-list,dl,img,h1,h2,h3,h4,h5,h6,p,hr,ol,ul,ul.search>li,.contents.topic,.line-blockack,blockquote,blockquote ol:last-child,blockquote p:last-child,blockquote ul:last-child,table.hlist,table.docutils.footnote,table.docutils.citation,ol ol,ol ul,ul ol,ul ul{margin-bottom:24px}
+.margin-b-z,ul li p:last-child,.figure img,.table,.last .highlight,.hlist  ul,div[class^='highlight'] .table-responsive{margin-bottom:0}/**/
+.code{width:100%}
+p.caption,h1,h2,h3,h4,h5,h6,table{margin-top:0}
+.align-left{text-align:left}
+.align-center{text-align:center}
+.align-right{text-align:right}
+.table-striped>tbody>tr:nth-of-type(odd){background-color:#E8EAF6}
+.table-bordered>tbody>tr>td,.table-bordered>tbody>tr>th,.table-bordered>tfoot>tr>td,.table-bordered>tfoot>tr>th,.table-bordered>thead>tr>td,.table-bordered>thead>tr>th{border:1px solid #E8EAF6}
+.table-bordered{border:0}
+.alert,.btn{border-radius:0}
+.img-responsive{display:inline}
+
+/* reST  */
+.line-block{margin-right:24px}
+.toc-backref{color:#000000}
+.highlighttable{direction:ltr;overflow:hidden}
+div[class^='highlight']{overflow-x:auto;direction:ltr}
+div[class^='highlight'] td.code{width:100%}
+div[class^='highlight-'] .highlight,div[class^='last highlight-'] .highlight{margin-bottom:0}
+a.headerlink{visibility:hidden;content:none}
+h3:hover a.headerlink:before,caption:hover a.headerlink:before{font-family:FontAwesome;visibility:visible;display:inline-block;content:"\f13d";font-size:13px;color:#66BB6A;margin-right:5px;height:10px}
+h1:hover a.headerlink:before,h2:hover a.headerlink:before{font-family:FontAwesome;visibility:visible;display:inline-block;content:"\f13d";font-size:13px;color:#FFFFFF;margin-right:5px;height:10px}
+p.rubric{margin-bottom:12px;font-weight:bold}
+.container{padding-right:0;padding-left:0;margin:0 0 24px 0;width:100%}
+.linenodiv pre{border-right:0;background-color:#5C6BC0;color:#FFFFFF}
+.linenos{margin-bottom:24px;vertical-align:top}
+.topic-title{font-weight:bold;margin-bottom:12px}
+.highlighted{background:#FDD835;display:inline-block;font-weight:bold;padding:0 4px;color:#212121}
+table.field-list{border:none;white-space:normal}
+table.field-list .field-name{padding-left:0;text-align:right}
+table.field-list .field-body{padding-right:0;text-align:right}
+table.field-list th,table.field-list td{width:auto!important}
+.footnote-reference,.citation-reference{vertical-align:super;font-size:90%}
+.table.docutils.footnote tr,.table.docutils.citation tr{background:none;color:#616161}
+table.docutils.citation tr td,table.docutils.footnote tr td{border:none}
+table.docutils.footnote td,table.docutils.footnote th,table.docutils.citation td,table.docutils.citation th,table.field-list th,table.field-list td{margin:0;padding:3px 12px!important;font-size:90%;overflow:visible;width:100%}
+table.docutils.footnote{white-space:normal}
+.toctree-wrapper li,#sidebar-bottom-list #tree-toc ul li,.contents.topic ul li{list-style:none}
+.toctree-wrapper li>ul{padding:0;margin:0 24px 0 0}
+.toctree-wrapper li>a{background-color:#AB47BC;color:#FFFFFF;line-height:26px;border-right:0}
+.toctree-wrapper li>ul>li>a{background-color:#CE93D8}
+.toctree-wrapper li>a:hover{border-right:5px #CE93D8 solid}
+.toctree-wrapper li>ul>li>a:hover{border-right:5px #AB47BC solid}
+.toctree-wrapper li>a:hover,.contents.topic li>a:hover{color:#FFFFFF}
+.contents.topic li>a{background-color:#5C6BC0;color:#FFFFFF;padding:3px 10px;line-height:26px;border-right:0}
+.contents.topic li>ul>li>a{background-color:#9FA8DA}
+.contents.topic li>a:hover{border-right:5px #9FA8DA solid}
+.contents.topic li>ul>li>a:hover{border-right:5px #5C6BC0 solid}
+#sidebar-bottom-list #tree-toc{margin-top:10px;margin-bottom:20px;width:280px;min-height:100%}
+#sidebar-bottom-list #tree-toc ul{padding:0;margin:0 24px 0 0}
+#sidebar-bottom-list #tree-toc ul li>a,#sidebar-bottom-list #tree-toc ul li.current>a{line-height:20px;border-right:0}
+#sidebar-bottom-list #tree-toc ul li>a{color:#212121;background-color:#E8EAF6}
+#sidebar-bottom-list #tree-toc ul li.current>a,h2{color:#FFFFFF;background-color:#66BB6A}
+h2{border-right:5px #E8EAF6 solid !important}
+h3{border-right:5px #66BB6A solid !important}
+#sidebar-bottom-list #tree-toc ul li>ul>li>a{color:#FFFFFF;background-color:#A5D6A7}
+#sidebar-bottom-list #tree-toc ul li>a:hover{border-right:5px #66BB6A solid;color:#212121}
+#sidebar-bottom-list #tree-toc ul li.current>a:hover{border-right:5px #E8EAF6 solid;color:#FFFFFF}
+#sidebar-bottom-list #tree-toc ul li>ul>li>a:hover{border-right:5px #E8EAF6 solid;color:#FFFFFF}
+#sidebar-bottom-list #tree-toc ul li.current>ul>li>a:hover{color:#FFFFFF}
+#sidebar-bottom-list #tree-toc li a,.toctree-wrapper li>a,.contents.topic li>a{display:inline-block;margin:0;padding:2px 10px}
+#sidebar-bottom-list #tree-toc li,.toctree-wrapper li,.contents.topic li{margin-top:1px}
+#sidebar-bottom-list #tree-toc li.toctree-l1 i,.toctree-wrapper li.toctree-l1 i{margin-right:-24px; margin-left:9px;display:inline-block;vertical-align:top;padding-top:5px;cursor:pointer;color:#E8EAF6}
+.toctree-wrapper li.toctree-l1 i{position:absolute}
+.toctree-wrapper li.toctree-l1 i{color:#CE93D8!important}
+#sidebar-bottom-list #tree-toc li.toctree-l1 i:hover{color:#66BB6A}
+.toctree-wrapper li.toctree-l1 i:hover{color:#AB47BC!important}
+.admonition{display:inline-block;width:100%;padding:12px}
+.admonition-title{color:#FFFFFF;margin:-12px;padding:6px 12px}
+.note .admonition-title,.tip .admonition-title,.hint .admonition-title,.attention .admonition-title,.important .admonitionpri-title,.warning .admonition-title,.error .admonition-title,.danger .admonition-title,.caution .admonition-title,.admonition .admonition-title{font-weight:bold;margin-bottom:12px}
+.note .admonition-title:before,.tip .admonition-title:before,.hint .admonition-title:before,.attention .admonition-title:before,.important .admonition-title:before,.warning .admonition-title:before,.error .admonition-title:before,.danger .admonition-title:before,.caution .admonition-title:before,.admonition .admonition-title:before{margin-left:5px}
+.admonition.note,.admonition.attention{background-color:#90CAF9}
+.admonition.note .admonition-title,.admonition.attention .admonition-title{background-color:#42A5F5}
+.admonition.note .admonition-title:before{font-family:FontAwesome;content:"\f12a"}
+.admonition.attention .admonition-title:before{font-family:FontAwesome;content:"\f0e7"}
+.admonition.tip,.admonition.important{background-color:#80CBC4}
+.admonition.tip .admonition-title,.admonition.important .admonition-title{background-color:#26A69A}
+.admonition.tip .admonition-title:before{font-family:FontAwesome;content:"\f0eb"}
+.admonition.important .admonition-title:before{font-family:FontAwesome;content:"\f0a3"}
+.admonition.hint,.admonition.warning{background-color:#FFAB91}
+.admonition.hint .admonition-title,.admonition.warning .admonition-title{background-color:#FF7043}
+.admonition.hint .admonition-title:before{font-family:FontAwesome;content:"\f075"}
+.admonition.warning .admonition-title:before{font-family:FontAwesome;content:"\f071"}
+.admonition.error,.admonition.danger{background-color:#EF9A9A}
+.admonition.error .admonition-title,.admonition.danger .admonition-title{background-color:#EF5350}
+.admonition.error .admonition-title:before{font-family:FontAwesome;content:"\f05e"}
+.admonition.danger .admonition-title:before{font-family:FontAwesome;content:"\f1e2"}
+.admonition.caution{background-color:#C5E1A5}
+.admonition.caution .admonition-title{background-color:#9CCC65}
+.admonition.caution .admonition-title:before{font-family:FontAwesome;content:"\f06e"}
+.admonition{background-color:#B0BEC5}
+.admonition .admonition-title{background-color:#78909C}
+.admonition .admonition-title:before{font-family:FontAwesome;content:"\f040"}
+img.align-left,.figure.align-left,object.align-left{clear:left;float:left;margin-right:1em}
+img.align-right,.figure.align-right,object.align-right{clear:right;float:right;margin-left:1em}
+img.align-center,.figure.align-center,object.align-center{display:block;margin-left:auto;margin-right:auto}
+img.math{vertical-align:middle}
+div.body div.math p{text-align:center}
+span.eqno{float:right}
+.sidebar{float:left;width:40%;display:block;margin:0 24px 24px 0;padding:24px;background-color:#FFFFFF;border:1px #E8EAF6 solid}
+.sidebar p,.sidebar ul,.sidebar dl{font-size:90%}
+.sidebar .last,.admonition .last,table.highlighttable{margin-bottom:0}
+.sidebar .sidebar-title{display:block;font-weight:bold;background-color:#5C6BC0;padding:6px 12px;margin:-24px;margin-bottom:24px;font-size:100%;color:#FFFFFF;}
+#sidebar-bottom-versions{display:block;position:fixed;bottom:20px;height:38px;right:-300px;bottom:0;width:300px;;background-color:#424242;cursor:pointer}
+#page.toggled #sidebar-bottom-versions{right:0}
+#current-version{padding:8px;margin:0;display:block;color:#66BB6A}
+#ReadtheDocs{padding:8px;margin:0;display:inline-block;color:#E8EAF6;float:right;font-size:13px;line-height:24px}
+#current-version i{margin-left:5px}
+#versions{float:left;direction:ltr}
+#other-versions{display:none;position:relative;cursor:default}
+#other-versions.toggled{display:block;position:fixed;bottom:38px;right:0;width:300px;height:auto;background-color:#424242;z-index:2000;padding:10px;font-size:90%;border-bottom:1px #212121 solid}
+#other-versions hr{display:block;height:1px;border:0;margin:20px 0;padding:0;border-top:1px #212121 solid}
+#other-versions dd{display:inline-block;margin:0}
+#other-versions dd a{display:inline-block;padding:6px;color:#FAFAFA}
+.hlist td{padding:0 0 0 8px}
+table.docutils.footnote,table.docutils.citation{word-break:break-all;white-space:normal;display:table}
+table.docutils.footnote td{word-break:normal;text-align:justify}
+table.docutils.citation tr td.label, table.docutils.footnote tr td.label{display:-moz-groupbox}
+@media screen and (max-width: 767px){
+.sidebar{width:100%}
+div[class^='highlight']{width:100%;display:inline-block}
+.table-responsive{border:1px solid #E8EAF6;border-top:none}
+.table{display:table;width:100%}}
+::selection{background-color:#5C6BC0;color:#E8EAF6}
+td{font-size:14px}
+tr.row-even{background-color:#F5F5F5;}
+
+/* custome style */
+ul li{text-align:justify}
+.red{color:#E65100}
+.emoji-size{font-size:20px;color:#E65100}
+p,blockquote{text-align:justify}
+body{font-size:1.5rem}
+.table-ltr{direction:ltr !important;text-align:center;margin-bottom: -24px !important;}
+.table-ltr th{text-align:center !important}
+.reportmenufield{background-color:#ec407a !important}
+.reportmenufield:hover{border-right:5px #f48fb1 solid !important}
+.exercisesmenufield{background-color:#ef5350 !important}
+.exercisesmenufield:hover{border-right:5px #ef9a9a solid !important}
+h1 a.toc-backref h2 a.toc-backref{color:#fff !important}
+.footer-donate {color:#fff !important;background-color:#616161 !important;padding:32px;display:block;width:100%;text-align:center;}
+.footer-donate h3{border:none !important;background:transparent;color:#fff !important;}
+.footer-donate p{margin:0 !important;text-align:center !important;font-size:14px;}
+.footer-donate a.donate-box{display:block;width:100%;float:none;padding:1.5rem;background-color:#4CAF50;color:#fff;font-weight:800;text-align:center;font-size:20px;box-shadow:0px 8px 15px rgba(0, 0, 0, 0.1);height:auto;}
+.footer-donate i{font-size:35px;}
+i{vertical-align:bottom !important;}
+.top-fixed .top-banner{position:fixed;background:#fff;z-index:9;right:0;top: 0;left:0;right:18%;max-width:772px;}
+.top-banner{transition:all .2s ease;}
+.top-fixed #body-donate{margin-bottom:0;}
+.top-fixed .text-content{margin-top:100px;}
+.donate-badge{position:fixed;bottom: 12px;z-index: 999999;left:40px;display:none;transition:all .2s ease;}
+.donate-badge.active{display:block;}
+#sidebar-bottom-list ul li{font-size:12px;text-align:inherit;}
+.toctree-wrapper ul li{text-align:inherit;}
+.side-top-link{color:#fff;text-align:center;display:block;padding:8px;position:fixed;bottom:38px;background:#5C6BC0;width:300px;right:-300px;font-size:85%;}
+#page.toggled .side-top-link{right:0}
+.top-links{display:inline-block;float:left;height:32px;width:auto;}
+.top-links a{display:block;height:32px;width:auto;padding:2px 10px;cursor:pointer;color:#fff;}
+.top-red a{background-color:#b41474;}
+.top-green a{background-color:#4CAF50;margin:0px 2px;}
+.top-blue a{background-color:#009ca7;}
+.top-red a:hover,.top-green a:hover,.top-blue a:hover{color:#000;}
+ul li p:last-child{margin-bottom: 24px !important;}
+a.side-donate{background-color:#66BB6A;margin:0px 2px;color:white;padding:2px 10px;}
+a.hover{background-color:#4CAF50;}
+@media screen and (max-width:768px){.top-red{display:none !important;}}
+.page-image{max-height:100%;max-width:100%;height:auto;display:inline-block;}
+
+/* -------- make other colors -------- */
+.toctree-wrapper li.make-red >a{background-color:#ec407a;}
+.toctree-wrapper .make-red >a:hover{border-right:5px #f48fb1 solid;}
+.toctree-wrapper li.make-red.toctree-l1 i{color:#f48fb1!important;}
+.toctree-wrapper li.make-red>ul>li>a,.toctree-wrapper li.make-red>ul>li>ul>li>a{background-color:#f48fb1;}
+.toctree-wrapper li.make-red>ul>li>a:hover,.toctree-wrapper li.make-red>ul>li>ul>li>a:hover{border-right:5px #ec407a solid;}
+
+.toctree-wrapper li.make-green >a{background-color:#00695c;}
+.toctree-wrapper .make-green >a:hover{border-right:5px #4db6ac solid;}
+.toctree-wrapper li.make-green.toctree-l1 i{color:#4db6ac!important;}
+.toctree-wrapper li.make-green>ul>li>a,.toctree-wrapper li.make-green>ul>li>ul>li>a{background-color:#4db6ac;}
+.toctree-wrapper li.make-green>ul>li>a:hover,.toctree-wrapper li.make-green>ul>li>ul>li>a:hover{border-right:5px #00695c solid;}
+
+.toctree-wrapper li.make-black >a{background-color:#37474f;}
+.toctree-wrapper .make-black >a:hover{border-right:5px #90a4ae solid;}
+.toctree-wrapper li.make-black.toctree-l1 i{color:#90a4ae!important;}
+.toctree-wrapper li.make-black>ul>li>a,.toctree-wrapper li.make-black>ul>li>ul>li>a{background-color:#90a4ae;}
+.toctree-wrapper li.make-black>ul>li>a:hover,.toctree-wrapper li.make-black>ul>li>ul>li>a:hover{border-right:5px #37474f solid;}
+
+.gist-container{position:relative;overflow:hidden;filter:blur(3px);transition:filter 0.3s ease-in-out;}
+.gist-container.active{filter:none;}
+.gist-container:hover{filter:none;cursor: pointer;}
diff --git a/source/_templates/sphinx_minoo_theme/static/minoo-ltr.css b/source/_templates/sphinx_minoo_theme/static/minoo-ltr.css
index e5f66e2..4683450 100644
--- a/source/_templates/sphinx_minoo_theme/static/minoo-ltr.css
+++ b/source/_templates/sphinx_minoo_theme/static/minoo-ltr.css
@@ -1,227 +1,227 @@
-
-/* colors guide:
-theme[first:5C6BC0,second:E8EAF6,hover:66BB6A]
-font[main:212121,title:FFFFFF,footnote:616161,headers:000000]
-code[background:424242,text:FAFAFA]
-highlighted[background:FDD835,text:212121]
-list[purple:[title:AB47BC,sub:CE93D8]-green:[title:66BB6A,sub:A5D6A7]-blue[title:5C6BC0,sub:9FA8DA]]
-box[note,attention[body:90CAF9,title:42A5F5]-tip,important[body:80CBC4,title:26A69A]-hint,warning[body:FFAB91,title:FF7043]-error,danger[body:EF9A9A,title:EF5350]-caution[body:C5E1A5,title:9CCC65]-admonition[body:B0BEC5,title:78909C]]
-*/
-
-/* sphinx_rtd_theme fonts  */
-@font-face{font-family:"Inconsolata";font-style:normal;font-weight:400;src:local("Inconsolata"),url(fonts/Inconsolata.ttf) format("truetype")}@font-face{font-family:"Inconsolata";font-style:normal;font-weight:700;src:local("Inconsolata Bold"),local("Inconsolata-Bold"),url(fonts/Inconsolata-Bold.ttf) format("truetype")}@font-face{font-family:"Lato";font-style:normal;font-weight:400;src:local("Lato Regular"),local("Lato-Regular"),url(fonts/Lato-Regular.ttf) format("truetype")}@font-face{font-family:"Lato";font-style:normal;font-weight:700;src:local("Lato Bold"),local("Lato-Bold"),url(fonts/Lato-Bold.ttf) format("truetype")}@font-face{font-family:"Roboto Slab";font-style:normal;font-weight:400;src:local("Roboto Slab Regular"),local("RobotoSlab-Regular"),url(fonts/RobotoSlab-Regular.ttf) format("truetype")}@font-face{font-family:"Roboto Slab";font-style:normal;font-weight:700;src:local("Roboto Slab Bold"),local("RobotoSlab-Bold"),url(fonts/RobotoSlab-Bold.ttf) format("truetype")}
-
-/* HTML elements */
-body{font-family:"Lato","proxima-nova","Helvetica Neue",Arial,sans-serif;font-weight:normal;color:#212121;min-height:100%;font-size:16px;overflow-x:hidden}
-html{height:100%}
-a,ul>li>a,ol>li>a{text-decoration:none!important;color:#5C6BC0;padding:0}
-a:hover,ul>li>a:hover,ol>li>a:hover{color:#66BB6A}
-i{vertical-align:middle}
-h1,h2,h3,h4,h5,h6{font-weight:bold;color:#000000;display:inline-block}
-h1,h2,h3{padding:10px 0 10px 15px}
-h1{background-color:#5C6BC0;color:#FFFFFF;line-height:26px;border-left:5px #E8EAF6 solid}
-p{line-height:24px;margin:0;font-size:16px}
-h1{font-size:175%}
-h2{font-size:150%}
-h3{font-size:125%}
-h4{font-size:115%}
-h5{font-size:110%}
-h6{font-size:100%}
-hr{margin-top:0;border-top:1px #E8EAF6 solid}
-blockquote{border-left:none;padding:0;margin:0 0 0 24px}
-th{text-align:left}
-td,th{vertical-align:top}
-thead{background-color:#5C6BC0;color:#FFFFFF}
-caption{text-align:center;color:#212121;padding:8px 24px;background-color:#E8EAF6}
-code,kbd,pre,samp{background-color:#E8EAF6;border-radius:0;border:none;direction:ltr;font-size:12px;direction:ltr;font-size:12px;font-weight:600;}
-code,kbd,samp{padding:2px 6px;white-space:pre}
-code{color:#000}
-pre{margin:0;overflow-wrap:normal}
-ul,ol{padding-left:24px;font-size:16px}
-ul li{list-style:disc;margin-top:1px;font-size:16px}
-dl dt{font-weight:bold}
-dl dd{margin:0 0 12px 24px}
-
-/* theme */
-#page{padding:0;margin:0;height:100%}
-#page.toggled{padding-left:300px}
-#page-body{width:100%;position:relative;padding-left:32px;visibility:visible}
-@media(min-width:768px){#page.toggled #page-body{position:relative;padding-left:0}}
-@media(max-width:768px){#page.toggled #page-body{visibility:hidden}#page.toggled{padding-left:0}#page.toggled .back-to-top{display:none !important}}
-#page-sidebar{width:300px;min-height:100%;background-color:#5C6BC0;overflow:hidden;float:left}
-#wrapper-page-sidebar{z-index:1000;position:fixed;width:300px;min-height:100%;background-color:#5C6BC0;left:-300px;}
-#sidebar-top{width:300px;top:0!important;left:-300px;position:fixed;z-index:1000;background-color:#5C6BC0}
-#page.toggled #sidebar-top,#page.toggled #wrapper-sidebar-bottom,#page.toggled #wrapper-page-sidebar{left:0}
-#page,#wrapper-page-sidebar,#page-sidebar,#sidebar-top,#sidebar-bottom-versions,#wrapper-sidebar-bottom,#sidebar-bottom-versions{-webkit-transition:all 0.5s ease;-moz-transition:all 0.5s ease;-o-transition:all 0.5s ease;-ms-transition:all 0.5s ease;transition:all 0.5s ease}
-#sidebar-top-image{width:300px;height:96px;display:block;text-align:center}
-#sidebar-top-image>span{width:86px;height:86px;background-repeat:no-repeat;background-size:cover;border:4px solid #E8EAF6;display:inline-block;margin-top:5px;-webkit-box-shadow:0 0 0 1px rgba(232,234,246,1);-moz-box-shadow:0 0 0 1px rgba(232,234,246,1);box-shadow:0 0 0 1px rgba(232,234,246,1)}
-#sidebar-top-links{width:300px;height:34px;display:block;text-align:center}
-#sidebar-top-links>a{display:inline-block;color: #E8EAF6}
-#sidebar-top-links>a:hover{color:#66BB6A}
-#sidebar-navigation{width:332px;height:52px;background-color:#5C6BC0;display:block;line-height:28px}
-#page.toggled #sidebar-navigation{background-color:#E8EAF6;width:300px}
-#navigation-toggle{width:32px;height:52px;color:#FFFFFF;cursor:pointer;float:right;padding:0 8px;display:inline-block;background-color:#5C6BC0}
-#navigation-toggle>i{margin-top:12px}
-#page.toggled #navigation-toggle{background-color:#66BB6A}
-#navigation-search{width:268px;position:absolute;padding:2px 8px;display:inline-block;right:32px}
-#input-search{width:100%;background-color:transparent;padding:3px 10px;font-size:13px;color:#212121;border:none;box-shadow:inset 0 -1px 0 #5C6BC0}
-#input-search:focus{outline:0;box-shadow:inset 0 -1px 0 #66BB6A}
-#sidebar-top-title{width:300px;height:auto;text-align:center;padding:10px;display:inline-block}
-#sidebar-top-title>a{color:#E8EAF6;font-weight:bold}
-#sidebar-top-title>a:hover{color:#66BB6A}
-#sidebar-bottom{width:300px;padding:0 10px;display:inline-block;background-color:#5C6BC0;overflow-y:auto;overflow-x:hidden}
-#sidebar-bottom-list{width:100%;display:inline-block;min-height:100%;clear:both}
-#wrapper-sidebar-bottom{left:-300px;position:fixed;z-index:1000;min-height:100%;width:300px;background-color:#5C6BC0}
-#body-content{margin-right:auto;margin-left:auto;}
-#body-top{width:100%;height:auto;padding:10px 0;display:inline-block;color:#5C6BC0;border-bottom:3px #E8EAF6 solid;margin-bottom:24px}
-#body-top>a{display:inline-block;height:auto;vertical-align:bottom;height:auto}
-#body-top>a:hover{color:#66BB6A}
-#body-top>span{width:auto;height:28px;line-height:16px;display:inline-block;vertical-align:bottom}
-#body-top>a>i,#body-top>span>i{display:inline-block}
-#top-src{float:right}
-.top-src{float:right;margin-left:24px}
-@media(max-width:768px){#top-src{display:none!important}}
-#body-btn{width:100%;height:100px;padding:28px 0;border-top:3px #E8EAF6 solid;line-height:30px;display:block}
-#body-btn>a{width:auto;height:auto;display:inline-block;padding:5px 8px;color:#FFFFFF;background-color:#5C6BC0}
-#body-btn>a:hover{background-color:#66BB6A}
-#body-btn>a>i{height:22px;display:inline-block;vertical-align:middle}
-#body-footer{width:100%;height:auto;padding:10px 0;background-color:#E8EAF6;line-height:30px;display:block;margin:0 0 24px 0}
-#body-footer>p{text-align:center;margin-bottom:0}
-.back-to-top{margin:10px;position:fixed;bottom:0;right:0;width:28px;height:28px;z-index:100;display:none;color:#66BB6A;cursor:pointer;opacity:0.7}
-.back-to-top:hover{opacity:1}
-.back-to-top>i{font-size:32px;line-height:28px;vertical-align:top}
-@media print{a[href^="http://"]:after,a[href^="https://"]:after{content:""}pre{overflow-wrap:break-word}#page-sidebar,.back-to-top,#body-footer,#body-btn,#top-src,#wrapper-page-sidebar{display:none;}pre,blockquote,tr,img,p.caption,h2,h3{page-break-inside:avoid}thead{display:table-header-group}img{max-width:100%!important}@page{margin:0.5cm}p,h2,h3,p.caption{orphans:3;widows:3}}
-
-/* common */
-.fa{font-size:19px}
-.admonition,.figure,.h-scroll,.highlight,.table-responsive,table.field-list,dl,img,h1,h2,h3,h4,h5,h6,p,hr,ol,ul,ul.search>li,.contents.topic,.line-block,blockquote ol:last-child,blockquote p:last-child,blockquote ul:last-child,blockquote,table.hlist,table.docutils.footnote,table.docutils.citation,ol ol,ol ul,ul ol,ul ul{margin-bottom:24px}
-.margin-b-z,ul li p:last-child,.figure img,.table,.last .highlight,.hlist  ul,div[class^='highlight'] .table-responsive{margin-bottom:0}
-.table{display:inline-block;width:auto;max-width:none;white-space:nowrap}
-.code{width:100%}
-p.caption,h1,h2,h3,h4,h5,h6,table{margin-top:0}
-.align-left{text-align:left}
-.align-center{text-align:center}
-.align-right{text-align:right}
-.table-striped>tbody>tr:nth-of-type(odd){background-color:#E8EAF6}
-.table-bordered>tbody>tr>td,.table-bordered>tbody>tr>th,.table-bordered>tfoot>tr>td,.table-bordered>tfoot>tr>th,.table-bordered>thead>tr>td,.table-bordered>thead>tr>th{border:1px solid #E8EAF6}
-.table-bordered{border:0}
-.alert,.btn{border-radius:0}
-.img-responsive{display:inline}
-
-/* reST  */
-.line-block{margin-left:24px}
-.toc-backref{color:#000000}
-.highlighttable{direction:ltr;overflow:hidden}
-div[class^='highlight']{overflow-x:auto;direction:ltr}
-div[class^='highlight'] td.code{width:100%}
-div[class^='highlight-'] .highlight,div[class^='last highlight-'] .highlight{margin-bottom:0}
-a.headerlink{visibility:hidden;content:none}
-h3:hover a.headerlink:before,caption:hover a.headerlink:before{font-family:FontAwesome;visibility:visible;display:inline-block;content:"\f13d";font-size:13px;color:#66BB6A;margin-left:5px;height:10px}
-h1:hover a.headerlink:before,h2:hover a.headerlink:before{font-family:FontAwesome;visibility:visible;display:inline-block;content:"\f13d";font-size:13px;color:#FFFFFF;margin-left:5px;height:10px}
-p.rubric{margin-bottom:12px;font-weight:bold}
-.container{padding-right:0;padding-left:0;margin:0 0 24px 0;width:100%}
-.linenodiv pre{border-left:0;background-color:#5C6BC0;color:#FFFFFF}
-.linenos{margin-bottom:24px;vertical-align:top}
-.topic-title{font-weight:bold;margin-bottom:12px}
-.highlighted{background:#FDD835;display:inline-block;font-weight:bold;padding:0 4px;color:#212121}
-table.field-list{border:none;white-space:normal}
-table.field-list .field-name{padding-right:0;text-align:left}
-table.field-list .field-body{padding-left:0;text-align:left}
-table.field-list th,table.field-list td{width:auto!important}
-.footnote-reference,.citation-reference{vertical-align:super;font-size:90%}
-.table.docutils.footnote tr,.table.docutils.citation tr{background:none;color:#616161}
-table.docutils.citation tr td,table.docutils.footnote tr td{border:none}
-table.docutils.footnote td,table.docutils.footnote th,table.docutils.citation td,table.docutils.citation th,table.field-list th,table.field-list td{margin:0;padding:3px 6px!important;font-size:90%;overflow:visible;width:100%}
-table.docutils.footnote{white-space:normal}
-.toctree-wrapper li,.contents.topic ul li,#sidebar-bottom-list #tree-toc ul li{list-style:none}
-.toctree-wrapper li>ul{padding:0;margin:0 0 0 24px}
-.toctree-wrapper li>a{background-color:#AB47BC;color:#FFFFFF;line-height:26px;border-left:0}
-.toctree-wrapper li>ul>li>a{background-color:#CE93D8}
-.toctree-wrapper li>a:hover{border-left:5px #CE93D8 solid}
-.toctree-wrapper li>ul>li>a:hover{border-left:5px #AB47BC solid}
-.toctree-wrapper li>a:hover,.contents.topic li>a:hover{color:#FFFFFF}
-.contents.topic li>a{background-color:#5C6BC0;color:#FFFFFF;padding:3px 10px;line-height:26px;border-left:0}
-.contents.topic li>ul>li>a{background-color:#9FA8DA}
-.contents.topic li>a:hover{border-left:5px #9FA8DA solid}
-.contents.topic li>ul>li>a:hover{border-left:5px #5C6BC0 solid}
-#sidebar-bottom-list #tree-toc{margin-top:10px;margin-bottom:20px;width:280px;min-height:100%}
-#sidebar-bottom-list #tree-toc ul{padding:0;margin:0 0 0 24px}
-#sidebar-bottom-list #tree-toc ul li>a,#sidebar-bottom-list #tree-toc ul li.current>a{line-height:26px;border-left:0}
-#sidebar-bottom-list #tree-toc ul li>a{color:#212121;background-color:#E8EAF6}
-#sidebar-bottom-list #tree-toc ul li.current>a,h2{color:#FFFFFF;background-color:#66BB6A}
-h2{border-left:5px #E8EAF6 solid !important}
-h3{border-left:5px #66BB6A solid !important}
-#sidebar-bottom-list #tree-toc ul li>ul>li>a{color:#FFFFFF;background-color:#A5D6A7}
-#sidebar-bottom-list #tree-toc ul li>a:hover{border-left:5px #66BB6A solid;color:#212121}
-#sidebar-bottom-list #tree-toc ul li.current>a:hover{border-left:5px #E8EAF6 solid;color:#FFFFFF}
-#sidebar-bottom-list #tree-toc ul li>ul>li>a:hover{border-left:5px #E8EAF6 solid;color:#FFFFFF}
-#sidebar-bottom-list #tree-toc ul li.current>ul>li>a:hover{color:#FFFFFF}
-#sidebar-bottom-list #tree-toc li a,.toctree-wrapper li>a,.contents.topic li>a{display:inline-block;margin:0;padding:2px 10px}
-#sidebar-bottom-list #tree-toc li,.toctree-wrapper li,.contents.topic li{margin-top:1px}
-#sidebar-bottom-list #tree-toc li.toctree-l1 i,.toctree-wrapper li.toctree-l1 i{margin-left:-24px; margin-right:9px;display:inline-block;vertical-align:top;padding-top:5px;cursor:pointer;color:#E8EAF6}
-.toctree-wrapper li.toctree-l1 i{position:absolute}
-.toctree-wrapper li.toctree-l1 i{color:#CE93D8!important}
-#sidebar-bottom-list #tree-toc li.toctree-l1 i:hover{color:#66BB6A}
-.toctree-wrapper li.toctree-l1 i:hover{color:#AB47BC!important}
-.admonition{display:inline-block;width:100%;padding:12px}
-.admonition-title{color:#FFFFFF;margin:-12px;padding:6px 12px}
-.note .admonition-title,.tip .admonition-title,.hint .admonition-title,.attention .admonition-title,.important .admonitionpri-title,.warning .admonition-title,.error .admonition-title,.danger .admonition-title,.caution .admonition-title,.admonition .admonition-title{font-weight:bold;margin-bottom:12px}
-.note .admonition-title:before,.tip .admonition-title:before,.hint .admonition-title:before,.attention .admonition-title:before,.important .admonition-title:before,.warning .admonition-title:before,.error .admonition-title:before,.danger .admonition-title:before,.caution .admonition-title:before,.admonition .admonition-title:before{margin-right:5px}
-.admonition.note,.admonition.attention{background-color:#90CAF9}
-.admonition.note .admonition-title,.admonition.attention .admonition-title{background-color:#42A5F5}
-.admonition.note .admonition-title:before{font-family:FontAwesome;content:"\f12a"}
-.admonition.attention .admonition-title:before{font-family:FontAwesome;content:"\f0e7"}
-.admonition.tip,.admonition.important{background-color:#80CBC4}
-.admonition.tip .admonition-title,.admonition.important .admonition-title{background-color:#26A69A}
-.admonition.tip .admonition-title:before{font-family:FontAwesome;content:"\f0eb"}
-.admonition.important .admonition-title:before{font-family:FontAwesome;content:"\f0a3"}
-.admonition.hint,.admonition.warning{background-color:#FFAB91}
-.admonition.hint .admonition-title,.admonition.warning .admonition-title{background-color:#FF7043}
-.admonition.hint .admonition-title:before{font-family:FontAwesome;content:"\f075"}
-.admonition.warning .admonition-title:before{font-family:FontAwesome;content:"\f071"}
-.admonition.error,.admonition.danger{background-color:#EF9A9A}
-.admonition.error .admonition-title,.admonition.danger .admonition-title{background-color:#EF5350}
-.admonition.error .admonition-title:before{font-family:FontAwesome;content:"\f05e"}
-.admonition.danger .admonition-title:before{font-family:FontAwesome;content:"\f1e2"}
-.admonition.caution{background-color:#C5E1A5}
-.admonition.caution .admonition-title{background-color:#9CCC65}
-.admonition.caution .admonition-title:before{font-family:FontAwesome;content:"\f06e"}
-.admonition{background-color:#B0BEC5}
-.admonition .admonition-title{background-color:#78909C}
-.admonition .admonition-title:before{font-family:FontAwesome;content:"\f040"}
-img.align-left,.figure.align-left,object.align-left{clear:left;float:left;margin-right:1em}
-img.align-right,.figure.align-right,object.align-right{clear:right;float:right;margin-left:1em}
-img.align-center,.figure.align-center,object.align-center{display:block;margin-left:auto;margin-right:auto}
-img.math{vertical-align:middle}
-div.body div.math p{text-align:center}
-span.eqno{float:right}
-.sidebar{float:right;width:40%;display:block;margin:0 0 24px 24px;padding:24px;background-color:#FFFFFF;border:1px #E8EAF6 solid}
-.sidebar p,.sidebar ul,.sidebar dl{font-size:90%}
-.sidebar .last,.admonition .last,table.highlighttable{margin-bottom:0}
-.sidebar .sidebar-title{display:block;font-weight:bold;background-color:#5C6BC0;padding:6px 12px;margin:-24px;margin-bottom:24px;font-size:100%;color:#FFFFFF;}
-#sidebar-bottom-versions{display:block;position:fixed;bottom:20px;height:38px;left:-300px;bottom:0;width:300px;;background-color:#424242;cursor:pointer}
-#page.toggled #sidebar-bottom-versions{left:0}
-#current-version{padding:8px;margin:0;display:block;color:#66BB6A}
-#ReadtheDocs{padding:8px;margin:0;display:inline-block;color:#E8EAF6;float:left;font-size:13px;line-height:24px}
-#current-version i{margin-left:5px}
-#versions{float:right;direction:ltr}
-#other-versions{display:none;position:relative;cursor:default}
-#other-versions.toggled{display:block;position:fixed;bottom:38px;width:300px;height:auto;background-color:#424242;z-index:2000;padding:10px;font-size:90%;border-bottom:1px #212121 solid;left:0}
-#other-versions hr{display:block;height:1px;border:0;margin:20px 0;padding:0;border-top:1px #212121 solid}
-#other-versions dd{display:inline-block;margin:0}
-#other-versions dd a{display:inline-block;padding:6px;color:#FAFAFA}
-.hlist td{padding:0 8px 0 0}
-table.docutils.footnote,table.docutils.citation{word-break:break-all;white-space:normal;display:table}
-table.docutils.footnote td{word-break:normal;text-align:justify}
-table.docutils.citation tr td.label, table.docutils.footnote tr td.label{display:-moz-groupbox}
-@media screen and (max-width: 767px){
-.sidebar{width:100%}
-div[class^='highlight']{width:100%;display:inline-block}
-.table-responsive{border:1px solid #E8EAF6;border-top:none}
-.table{display:table;width:100%}}
-::selection{background-color:#5C6BC0;color:#E8EAF6}
-td{font-size:14px}
-tr.row-even{background-color:#F5F5F5;}
-
-/* custome style */
-
+
+/* colors guide:
+theme[first:5C6BC0,second:E8EAF6,hover:66BB6A]
+font[main:212121,title:FFFFFF,footnote:616161,headers:000000]
+code[background:424242,text:FAFAFA]
+highlighted[background:FDD835,text:212121]
+list[purple:[title:AB47BC,sub:CE93D8]-green:[title:66BB6A,sub:A5D6A7]-blue[title:5C6BC0,sub:9FA8DA]]
+box[note,attention[body:90CAF9,title:42A5F5]-tip,important[body:80CBC4,title:26A69A]-hint,warning[body:FFAB91,title:FF7043]-error,danger[body:EF9A9A,title:EF5350]-caution[body:C5E1A5,title:9CCC65]-admonition[body:B0BEC5,title:78909C]]
+*/
+
+/* sphinx_rtd_theme fonts  */
+@font-face{font-family:"Inconsolata";font-style:normal;font-weight:400;src:local("Inconsolata"),url(fonts/Inconsolata.ttf) format("truetype")}@font-face{font-family:"Inconsolata";font-style:normal;font-weight:700;src:local("Inconsolata Bold"),local("Inconsolata-Bold"),url(fonts/Inconsolata-Bold.ttf) format("truetype")}@font-face{font-family:"Lato";font-style:normal;font-weight:400;src:local("Lato Regular"),local("Lato-Regular"),url(fonts/Lato-Regular.ttf) format("truetype")}@font-face{font-family:"Lato";font-style:normal;font-weight:700;src:local("Lato Bold"),local("Lato-Bold"),url(fonts/Lato-Bold.ttf) format("truetype")}@font-face{font-family:"Roboto Slab";font-style:normal;font-weight:400;src:local("Roboto Slab Regular"),local("RobotoSlab-Regular"),url(fonts/RobotoSlab-Regular.ttf) format("truetype")}@font-face{font-family:"Roboto Slab";font-style:normal;font-weight:700;src:local("Roboto Slab Bold"),local("RobotoSlab-Bold"),url(fonts/RobotoSlab-Bold.ttf) format("truetype")}
+
+/* HTML elements */
+body{font-family:"Lato","proxima-nova","Helvetica Neue",Arial,sans-serif;font-weight:normal;color:#212121;min-height:100%;font-size:16px;overflow-x:hidden}
+html{height:100%}
+a,ul>li>a,ol>li>a{text-decoration:none!important;color:#5C6BC0;padding:0}
+a:hover,ul>li>a:hover,ol>li>a:hover{color:#66BB6A}
+i{vertical-align:middle}
+h1,h2,h3,h4,h5,h6{font-weight:bold;color:#000000;display:inline-block}
+h1,h2,h3{padding:10px 0 10px 15px}
+h1{background-color:#5C6BC0;color:#FFFFFF;line-height:26px;border-left:5px #E8EAF6 solid}
+p{line-height:24px;margin:0;font-size:16px}
+h1{font-size:175%}
+h2{font-size:150%}
+h3{font-size:125%}
+h4{font-size:115%}
+h5{font-size:110%}
+h6{font-size:100%}
+hr{margin-top:0;border-top:1px #E8EAF6 solid}
+blockquote{border-left:none;padding:0;margin:0 0 0 24px}
+th{text-align:left}
+td,th{vertical-align:top}
+thead{background-color:#5C6BC0;color:#FFFFFF}
+caption{text-align:center;color:#212121;padding:8px 24px;background-color:#E8EAF6}
+code,kbd,pre,samp{background-color:#E8EAF6;border-radius:0;border:none;direction:ltr;font-size:12px;direction:ltr;font-size:12px;font-weight:600;}
+code,kbd,samp{padding:2px 6px;white-space:pre}
+code{color:#000}
+pre{margin:0;overflow-wrap:normal}
+ul,ol{padding-left:24px;font-size:16px}
+ul li{list-style:disc;margin-top:1px;font-size:16px}
+dl dt{font-weight:bold}
+dl dd{margin:0 0 12px 24px}
+
+/* theme */
+#page{padding:0;margin:0;height:100%}
+#page.toggled{padding-left:300px}
+#page-body{width:100%;position:relative;padding-left:32px;visibility:visible}
+@media(min-width:768px){#page.toggled #page-body{position:relative;padding-left:0}}
+@media(max-width:768px){#page.toggled #page-body{visibility:hidden}#page.toggled{padding-left:0}#page.toggled .back-to-top{display:none !important}}
+#page-sidebar{width:300px;min-height:100%;background-color:#5C6BC0;overflow:hidden;float:left}
+#wrapper-page-sidebar{z-index:1000;position:fixed;width:300px;min-height:100%;background-color:#5C6BC0;left:-300px;}
+#sidebar-top{width:300px;top:0!important;left:-300px;position:fixed;z-index:1000;background-color:#5C6BC0}
+#page.toggled #sidebar-top,#page.toggled #wrapper-sidebar-bottom,#page.toggled #wrapper-page-sidebar{left:0}
+#page,#wrapper-page-sidebar,#page-sidebar,#sidebar-top,#sidebar-bottom-versions,#wrapper-sidebar-bottom,#sidebar-bottom-versions{-webkit-transition:all 0.5s ease;-moz-transition:all 0.5s ease;-o-transition:all 0.5s ease;-ms-transition:all 0.5s ease;transition:all 0.5s ease}
+#sidebar-top-image{width:300px;height:96px;display:block;text-align:center}
+#sidebar-top-image>span{width:86px;height:86px;background-repeat:no-repeat;background-size:cover;border:4px solid #E8EAF6;display:inline-block;margin-top:5px;-webkit-box-shadow:0 0 0 1px rgba(232,234,246,1);-moz-box-shadow:0 0 0 1px rgba(232,234,246,1);box-shadow:0 0 0 1px rgba(232,234,246,1)}
+#sidebar-top-links{width:300px;height:34px;display:block;text-align:center}
+#sidebar-top-links>a{display:inline-block;color: #E8EAF6}
+#sidebar-top-links>a:hover{color:#66BB6A}
+#sidebar-navigation{width:332px;height:52px;background-color:#5C6BC0;display:block;line-height:28px}
+#page.toggled #sidebar-navigation{background-color:#E8EAF6;width:300px}
+#navigation-toggle{width:32px;height:52px;color:#FFFFFF;cursor:pointer;float:right;padding:0 8px;display:inline-block;background-color:#5C6BC0}
+#navigation-toggle>i{margin-top:12px}
+#page.toggled #navigation-toggle{background-color:#66BB6A}
+#navigation-search{width:268px;position:absolute;padding:2px 8px;display:inline-block;right:32px}
+#input-search{width:100%;background-color:transparent;padding:3px 10px;font-size:13px;color:#212121;border:none;box-shadow:inset 0 -1px 0 #5C6BC0}
+#input-search:focus{outline:0;box-shadow:inset 0 -1px 0 #66BB6A}
+#sidebar-top-title{width:300px;height:auto;text-align:center;padding:10px;display:inline-block}
+#sidebar-top-title>a{color:#E8EAF6;font-weight:bold}
+#sidebar-top-title>a:hover{color:#66BB6A}
+#sidebar-bottom{width:300px;padding:0 10px;display:inline-block;background-color:#5C6BC0;overflow-y:auto;overflow-x:hidden}
+#sidebar-bottom-list{width:100%;display:inline-block;min-height:100%;clear:both}
+#wrapper-sidebar-bottom{left:-300px;position:fixed;z-index:1000;min-height:100%;width:300px;background-color:#5C6BC0}
+#body-content{margin-right:auto;margin-left:auto;}
+#body-top{width:100%;height:auto;padding:10px 0;display:inline-block;color:#5C6BC0;border-bottom:3px #E8EAF6 solid;margin-bottom:24px}
+#body-top>a{display:inline-block;height:auto;vertical-align:bottom;height:auto}
+#body-top>a:hover{color:#66BB6A}
+#body-top>span{width:auto;height:28px;line-height:16px;display:inline-block;vertical-align:bottom}
+#body-top>a>i,#body-top>span>i{display:inline-block}
+#top-src{float:right}
+.top-src{float:right;margin-left:24px}
+@media(max-width:768px){#top-src{display:none!important}}
+#body-btn{width:100%;height:100px;padding:28px 0;border-top:3px #E8EAF6 solid;line-height:30px;display:block}
+#body-btn>a{width:auto;height:auto;display:inline-block;padding:5px 8px;color:#FFFFFF;background-color:#5C6BC0}
+#body-btn>a:hover{background-color:#66BB6A}
+#body-btn>a>i{height:22px;display:inline-block;vertical-align:middle}
+#body-footer{width:100%;height:auto;padding:10px 0;background-color:#E8EAF6;line-height:30px;display:block;margin:0 0 24px 0}
+#body-footer>p{text-align:center;margin-bottom:0}
+.back-to-top{margin:10px;position:fixed;bottom:0;right:0;width:28px;height:28px;z-index:100;display:none;color:#66BB6A;cursor:pointer;opacity:0.7}
+.back-to-top:hover{opacity:1}
+.back-to-top>i{font-size:32px;line-height:28px;vertical-align:top}
+@media print{a[href^="http://"]:after,a[href^="https://"]:after{content:""}pre{overflow-wrap:break-word}#page-sidebar,.back-to-top,#body-footer,#body-btn,#top-src,#wrapper-page-sidebar{display:none;}pre,blockquote,tr,img,p.caption,h2,h3{page-break-inside:avoid}thead{display:table-header-group}img{max-width:100%!important}@page{margin:0.5cm}p,h2,h3,p.caption{orphans:3;widows:3}}
+
+/* common */
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+.admonition,.figure,.h-scroll,.highlight,.table-responsive,table.field-list,dl,img,h1,h2,h3,h4,h5,h6,p,hr,ol,ul,ul.search>li,.contents.topic,.line-block,blockquote ol:last-child,blockquote p:last-child,blockquote ul:last-child,blockquote,table.hlist,table.docutils.footnote,table.docutils.citation,ol ol,ol ul,ul ol,ul ul{margin-bottom:24px}
+.margin-b-z,ul li p:last-child,.figure img,.table,.last .highlight,.hlist  ul,div[class^='highlight'] .table-responsive{margin-bottom:0}
+.table{display:inline-block;width:auto;max-width:none;white-space:nowrap}
+.code{width:100%}
+p.caption,h1,h2,h3,h4,h5,h6,table{margin-top:0}
+.align-left{text-align:left}
+.align-center{text-align:center}
+.align-right{text-align:right}
+.table-striped>tbody>tr:nth-of-type(odd){background-color:#E8EAF6}
+.table-bordered>tbody>tr>td,.table-bordered>tbody>tr>th,.table-bordered>tfoot>tr>td,.table-bordered>tfoot>tr>th,.table-bordered>thead>tr>td,.table-bordered>thead>tr>th{border:1px solid #E8EAF6}
+.table-bordered{border:0}
+.alert,.btn{border-radius:0}
+.img-responsive{display:inline}
+
+/* reST  */
+.line-block{margin-left:24px}
+.toc-backref{color:#000000}
+.highlighttable{direction:ltr;overflow:hidden}
+div[class^='highlight']{overflow-x:auto;direction:ltr}
+div[class^='highlight'] td.code{width:100%}
+div[class^='highlight-'] .highlight,div[class^='last highlight-'] .highlight{margin-bottom:0}
+a.headerlink{visibility:hidden;content:none}
+h3:hover a.headerlink:before,caption:hover a.headerlink:before{font-family:FontAwesome;visibility:visible;display:inline-block;content:"\f13d";font-size:13px;color:#66BB6A;margin-left:5px;height:10px}
+h1:hover a.headerlink:before,h2:hover a.headerlink:before{font-family:FontAwesome;visibility:visible;display:inline-block;content:"\f13d";font-size:13px;color:#FFFFFF;margin-left:5px;height:10px}
+p.rubric{margin-bottom:12px;font-weight:bold}
+.container{padding-right:0;padding-left:0;margin:0 0 24px 0;width:100%}
+.linenodiv pre{border-left:0;background-color:#5C6BC0;color:#FFFFFF}
+.linenos{margin-bottom:24px;vertical-align:top}
+.topic-title{font-weight:bold;margin-bottom:12px}
+.highlighted{background:#FDD835;display:inline-block;font-weight:bold;padding:0 4px;color:#212121}
+table.field-list{border:none;white-space:normal}
+table.field-list .field-name{padding-right:0;text-align:left}
+table.field-list .field-body{padding-left:0;text-align:left}
+table.field-list th,table.field-list td{width:auto!important}
+.footnote-reference,.citation-reference{vertical-align:super;font-size:90%}
+.table.docutils.footnote tr,.table.docutils.citation tr{background:none;color:#616161}
+table.docutils.citation tr td,table.docutils.footnote tr td{border:none}
+table.docutils.footnote td,table.docutils.footnote th,table.docutils.citation td,table.docutils.citation th,table.field-list th,table.field-list td{margin:0;padding:3px 6px!important;font-size:90%;overflow:visible;width:100%}
+table.docutils.footnote{white-space:normal}
+.toctree-wrapper li,.contents.topic ul li,#sidebar-bottom-list #tree-toc ul li{list-style:none}
+.toctree-wrapper li>ul{padding:0;margin:0 0 0 24px}
+.toctree-wrapper li>a{background-color:#AB47BC;color:#FFFFFF;line-height:26px;border-left:0}
+.toctree-wrapper li>ul>li>a{background-color:#CE93D8}
+.toctree-wrapper li>a:hover{border-left:5px #CE93D8 solid}
+.toctree-wrapper li>ul>li>a:hover{border-left:5px #AB47BC solid}
+.toctree-wrapper li>a:hover,.contents.topic li>a:hover{color:#FFFFFF}
+.contents.topic li>a{background-color:#5C6BC0;color:#FFFFFF;padding:3px 10px;line-height:26px;border-left:0}
+.contents.topic li>ul>li>a{background-color:#9FA8DA}
+.contents.topic li>a:hover{border-left:5px #9FA8DA solid}
+.contents.topic li>ul>li>a:hover{border-left:5px #5C6BC0 solid}
+#sidebar-bottom-list #tree-toc{margin-top:10px;margin-bottom:20px;width:280px;min-height:100%}
+#sidebar-bottom-list #tree-toc ul{padding:0;margin:0 0 0 24px}
+#sidebar-bottom-list #tree-toc ul li>a,#sidebar-bottom-list #tree-toc ul li.current>a{line-height:26px;border-left:0}
+#sidebar-bottom-list #tree-toc ul li>a{color:#212121;background-color:#E8EAF6}
+#sidebar-bottom-list #tree-toc ul li.current>a,h2{color:#FFFFFF;background-color:#66BB6A}
+h2{border-left:5px #E8EAF6 solid !important}
+h3{border-left:5px #66BB6A solid !important}
+#sidebar-bottom-list #tree-toc ul li>ul>li>a{color:#FFFFFF;background-color:#A5D6A7}
+#sidebar-bottom-list #tree-toc ul li>a:hover{border-left:5px #66BB6A solid;color:#212121}
+#sidebar-bottom-list #tree-toc ul li.current>a:hover{border-left:5px #E8EAF6 solid;color:#FFFFFF}
+#sidebar-bottom-list #tree-toc ul li>ul>li>a:hover{border-left:5px #E8EAF6 solid;color:#FFFFFF}
+#sidebar-bottom-list #tree-toc ul li.current>ul>li>a:hover{color:#FFFFFF}
+#sidebar-bottom-list #tree-toc li a,.toctree-wrapper li>a,.contents.topic li>a{display:inline-block;margin:0;padding:2px 10px}
+#sidebar-bottom-list #tree-toc li,.toctree-wrapper li,.contents.topic li{margin-top:1px}
+#sidebar-bottom-list #tree-toc li.toctree-l1 i,.toctree-wrapper li.toctree-l1 i{margin-left:-24px; margin-right:9px;display:inline-block;vertical-align:top;padding-top:5px;cursor:pointer;color:#E8EAF6}
+.toctree-wrapper li.toctree-l1 i{position:absolute}
+.toctree-wrapper li.toctree-l1 i{color:#CE93D8!important}
+#sidebar-bottom-list #tree-toc li.toctree-l1 i:hover{color:#66BB6A}
+.toctree-wrapper li.toctree-l1 i:hover{color:#AB47BC!important}
+.admonition{display:inline-block;width:100%;padding:12px}
+.admonition-title{color:#FFFFFF;margin:-12px;padding:6px 12px}
+.note .admonition-title,.tip .admonition-title,.hint .admonition-title,.attention .admonition-title,.important .admonitionpri-title,.warning .admonition-title,.error .admonition-title,.danger .admonition-title,.caution .admonition-title,.admonition .admonition-title{font-weight:bold;margin-bottom:12px}
+.note .admonition-title:before,.tip .admonition-title:before,.hint .admonition-title:before,.attention .admonition-title:before,.important .admonition-title:before,.warning .admonition-title:before,.error .admonition-title:before,.danger .admonition-title:before,.caution .admonition-title:before,.admonition .admonition-title:before{margin-right:5px}
+.admonition.note,.admonition.attention{background-color:#90CAF9}
+.admonition.note .admonition-title,.admonition.attention .admonition-title{background-color:#42A5F5}
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+.admonition.attention .admonition-title:before{font-family:FontAwesome;content:"\f0e7"}
+.admonition.tip,.admonition.important{background-color:#80CBC4}
+.admonition.tip .admonition-title,.admonition.important .admonition-title{background-color:#26A69A}
+.admonition.tip .admonition-title:before{font-family:FontAwesome;content:"\f0eb"}
+.admonition.important .admonition-title:before{font-family:FontAwesome;content:"\f0a3"}
+.admonition.hint,.admonition.warning{background-color:#FFAB91}
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+.admonition{background-color:#B0BEC5}
+.admonition .admonition-title{background-color:#78909C}
+.admonition .admonition-title:before{font-family:FontAwesome;content:"\f040"}
+img.align-left,.figure.align-left,object.align-left{clear:left;float:left;margin-right:1em}
+img.align-right,.figure.align-right,object.align-right{clear:right;float:right;margin-left:1em}
+img.align-center,.figure.align-center,object.align-center{display:block;margin-left:auto;margin-right:auto}
+img.math{vertical-align:middle}
+div.body div.math p{text-align:center}
+span.eqno{float:right}
+.sidebar{float:right;width:40%;display:block;margin:0 0 24px 24px;padding:24px;background-color:#FFFFFF;border:1px #E8EAF6 solid}
+.sidebar p,.sidebar ul,.sidebar dl{font-size:90%}
+.sidebar .last,.admonition .last,table.highlighttable{margin-bottom:0}
+.sidebar .sidebar-title{display:block;font-weight:bold;background-color:#5C6BC0;padding:6px 12px;margin:-24px;margin-bottom:24px;font-size:100%;color:#FFFFFF;}
+#sidebar-bottom-versions{display:block;position:fixed;bottom:20px;height:38px;left:-300px;bottom:0;width:300px;;background-color:#424242;cursor:pointer}
+#page.toggled #sidebar-bottom-versions{left:0}
+#current-version{padding:8px;margin:0;display:block;color:#66BB6A}
+#ReadtheDocs{padding:8px;margin:0;display:inline-block;color:#E8EAF6;float:left;font-size:13px;line-height:24px}
+#current-version i{margin-left:5px}
+#versions{float:right;direction:ltr}
+#other-versions{display:none;position:relative;cursor:default}
+#other-versions.toggled{display:block;position:fixed;bottom:38px;width:300px;height:auto;background-color:#424242;z-index:2000;padding:10px;font-size:90%;border-bottom:1px #212121 solid;left:0}
+#other-versions hr{display:block;height:1px;border:0;margin:20px 0;padding:0;border-top:1px #212121 solid}
+#other-versions dd{display:inline-block;margin:0}
+#other-versions dd a{display:inline-block;padding:6px;color:#FAFAFA}
+.hlist td{padding:0 8px 0 0}
+table.docutils.footnote,table.docutils.citation{word-break:break-all;white-space:normal;display:table}
+table.docutils.footnote td{word-break:normal;text-align:justify}
+table.docutils.citation tr td.label, table.docutils.footnote tr td.label{display:-moz-groupbox}
+@media screen and (max-width: 767px){
+.sidebar{width:100%}
+div[class^='highlight']{width:100%;display:inline-block}
+.table-responsive{border:1px solid #E8EAF6;border-top:none}
+.table{display:table;width:100%}}
+::selection{background-color:#5C6BC0;color:#E8EAF6}
+td{font-size:14px}
+tr.row-even{background-color:#F5F5F5;}
+
+/* custome style */
+
diff --git a/source/_templates/sphinx_minoo_theme/static/modernizr.min.js b/source/_templates/sphinx_minoo_theme/static/modernizr.min.js
index f65d479..d5787b6 100644
--- a/source/_templates/sphinx_minoo_theme/static/modernizr.min.js
+++ b/source/_templates/sphinx_minoo_theme/static/modernizr.min.js
@@ -1,4 +1,4 @@
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diff --git a/source/_templates/sphinx_minoo_theme/theme.conf b/source/_templates/sphinx_minoo_theme/theme.conf
index a0b3537..e7d46d3 100644
--- a/source/_templates/sphinx_minoo_theme/theme.conf
+++ b/source/_templates/sphinx_minoo_theme/theme.conf
@@ -1,29 +1,29 @@
-[theme]
-inherit = basic
-#
-# Set minoo-rtl.css to "right-to-left" languages.
-stylesheet = minoo-rtl-new.css
-
-[options]
-# Set "rtl" to "right-to-left" languages.
-direction = rtl
-#
-# See here: http://www.w3schools.com/tags/ref_language_codes.asp
-language = fa
-#
-# Set max-width property of pages (default=800px).
-body_max_width = 800px
-#
-# Set up the web tracking code (Google Analytics).
-analytics_id = G-25G1Z7B4EZ
-#
-# Your links:
-# Whichever you don't want, left empty!
-website = http://coderz.ir/python
-facebook =
-googleplus =
-linkedin =
-twitter = 
-github = https://github.com/saeiddrv/PythonPersianTutorial
-bitbucket =
-
+[theme]
+inherit = basic
+#
+# Set minoo-rtl.css to "right-to-left" languages.
+stylesheet = minoo-rtl-new.css
+
+[options]
+# Set "rtl" to "right-to-left" languages.
+direction = rtl
+#
+# See here: https://www.w3schools.com/tags/ref_language_codes.asp
+language = fa
+#
+# Set max-width property of pages (default=800px).
+body_max_width = 800px
+#
+# Set up the web tracking code (Google Analytics).
+analytics_id = G-25G1Z7B4EZ
+#
+# Your links:
+# Whichever you don't want, left empty!
+website = https://saeiddrv.com
+facebook =
+googleplus =
+linkedin =
+twitter = https://twitter.com/saeiddrv
+github = https://github.com/saeiddrv/PythonPersianTutorial
+bitbucket =
+
diff --git a/source/challenges/python-code-challenges-basic.rst b/source/challenges/python-code-challenges-basic.rst
index 4c76e7d..e39bf67 100644
--- a/source/challenges/python-code-challenges-basic.rst
+++ b/source/challenges/python-code-challenges-basic.rst
@@ -1,222 +1,222 @@
-.. role:: emoji-size
-
-.. meta::
-   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - چالش کد پایتون، پایه
-   :keywords: پایتون, آموزش, آموزش برنامه نویسی, آموزش پایتون, برنامه نویسی, کتاب آموزش, آموزش فارسی, کتاب آزاد 
-
-
-.. _code-challenges-basic: 
-
-چالش کد پایتون: پایه
-==========================
-
-زمان به چالش کشیدن دانش خود از پایتون رسیده است. در این بخش چند مسئله (بدون هیچ ترتیب خاصی) قرار داده شده است که شما می‌بایست برای آن‌ها یک راه حل پایتونی ارایه دهید. البته برای هر کدام، یک پاسخ نیز قرار داده شده است که در صورت تمایل می‌توانید راه حل خود را با آن مقایسه کنید یا از درستی نتیجه نهایی مطمئن گردید. به یاد داشته باشید همواره چندین راه حل برای حل یک مسئله وجود خواهد داشت.
-
-پاسخ‌ها به صورت gist از سرویس GitHub قرار داده شده‌اند. بنابراین این امکان وجود دارد که نظر و یا راه حل خود را در مورد هر یک از مسئله‌ها، با دیگران نیز به اشتراک بگذارید.
-
-موفق باشد :)
-
-
-----
-
-.. contents:: مسئله‌ها
-    :depth: 2
-
-----
-
-
-.. _area-of-the-circle: 
-
-مساحت دایره
-------------------------------------
-
-برنامه‌ای بنویسید که شعاع یک دایره را از کاربر دریافت و مساحت آن را محاسبه نماید.
-
-.. raw:: html
-
-    <div class="gist-container">
-        <script src="https://gist.github.com/saeiddrv/dae7126a0bc86f8e4d58e1135e3eba79.js"></script>
-    </div>
-
-
-
-.. _divisible-by-8: 
-
-اعداد بخش‌پذیر بر هشت
-------------------------------------
-
-برنامه‌ای بنویسید که یک عدد صحیح از کاربر دریافت و تمام اعداد صحیح و بخش‌پذیر بر 8 از یک تا آن عدد را چاپ نماید.
-
-
-.. raw:: html
-
-    <div class="gist-container">
-        <script src="https://gist.github.com/saeiddrv/e6bc5fbc1724a0b5828bc6ab1cda3a25.js"></script>
-    </div>
-
-
-.. _female-student-avg: 
-
-میانگین نمره دانش‌آموزان (فایل CSV)
-------------------------------------
-
-فایل [`students.csv </_static/practice/students.csv>`__]  را دانلود نمایید. این یک فایل CSV حاوی اطلاعات دانش آموزان یک کلاس است. بدون استفاده از ماژول ``csv`` پایتون، یک برنامه بنویسید که این فایل را پردازش و میانگین نمرات دانش آموزان دختر (Female) این کلاس را محاسبه کند.
-
-.. raw:: html
-
-    <div class="gist-container">
-        <script src="https://gist.github.com/saeiddrv/e64a15b66b8b92f4aa27e451fa52aa1b.js"></script>
-    </div>
-
-
-.. _find-common-numbers:
-
-اشتراک دو لیست از اعداد
-------------------------------------
-
-برنامه‌ای بنویسید که دو لیست از اعداد صحیح را از کاربر دریافت و سپس اعداد مشترک در هر دو لیست را چاپ نماید. (در هنگام ورود اعداد، آن‌ها را با استفاده از یک فضای خالی جدا نمایید)
-
-
-نمونه::
-
-    list 1 = [1, 2, 3, 4, 5, 6]
-    list 2 = [1, 2, 5, 9, 8, 3, 4, 7]
-    
-    result = [1, 2, 3, 4, 5]
-
-.. raw:: html
-
-    <div class="gist-container">
-        <script src="https://gist.github.com/saeiddrv/a2f022d255fa11bee90ff4997c4ffc9d.js"></script>
-    </div>
-
-
-.. _grade-converter:
-
-تبدیل نمره
-------------------------------------
-
-برنامه‌ای بنویسید که نمره کاربر را از ورودی دریافت (مانند 72) و معادل حرفی آن (مانند C) را چاپ نماید.
-
-* نمره‌هایی که بیشتر یا برابر 90 و کمتر یا برابر با 100 هستند: A
-* نمره‌هایی که بیشتر یا برابر 80 و کمتر از 90 هستند: B
-* نمره‌هایی که بیشتر یا برابر 70 و کمتر از 80 هستند: C
-* نمره‌هایی که بیشتر یا برابر 60 و کمتر از 70 هستند: D
-* نمره‌هایی که کمتر از 60 هستند: F
-
-
-.. raw:: html
-
-    <div class="gist-container">
-        <script src="https://gist.github.com/saeiddrv/f7f473292a55fb60144c610f5e06cf53.js"></script>
-    </div>
-
-
-.. _max-min-diff:
-
-تفاضل بزرگترین و کوچکترین عضو یک لیست از اعداد
-----------------------------------------------------
-
-برنامه‌ای بنویسید که یک لیست از اعداد صحیح را از کاربر دریافت و سپس تفاضل بین بزرگترین و کوچکترین عضو آن را محاسبه و در خروجی چاپ نماید. (در هنگام ورود اعداد، آن‌ها را با استفاده از یک فضای خالی جدا نمایید)
-
-نمونه::
-
-    [1, 5, 3, 2, 8, 16, 20, 18, 3, 0, 4]
-    max = 20
-    min = 0
-    max - min = 20
-
-.. raw:: html
-
-    <div class="gist-container">
-        <script src="https://gist.github.com/saeiddrv/2dc69d2172afbee354312568756beff1.js"></script>
-    </div>
-
-
-.. _n-plus-nn-plus-nnn:
-
-محاسبه عبارت n+nn+nnn
-----------------------------------------------------
-
-برنامه‌ای بنویسید که یک عدد صحیح مانند n را از کاربر دریافت و سپس حاصل عبارت n+nn+nnn را محاسبه نماید. برای نمونه چنانچه کاربر عدد 2 را وارد کرد، حاصل عبارت 222+22+2 محاسبه و در خروجی نمایش داده شود: 246
-
-.. raw:: html
-
-    <div class="gist-container">
-        <script src="https://gist.github.com/saeiddrv/37af43f0ce2b3a72b72a6f53594004e0.js"></script>
-    </div>
-
-
-.. _name-in-reverse-order:
-
-وارونه‌سازی اسم
-----------------------------------------------------
-
-برنامه‌ای بنویسید که نام کاربر را از ورودی دریافت و سپس آن را وارونه کرده و در خروجی چاپ نماید. برای نمونه چنانچه کاربر saeid را وارد کرد، در خروجی مقدار dieas چاپ گردد.
-
-.. raw:: html
-
-    <div class="gist-container">
-        <script src="https://gist.github.com/saeiddrv/345507e78ca020262609b394d89e8f81.js"></script>
-    </div>
-
-
-.. _palindrome-checker:
-
-پالیندروم 
-----------------------------------------------------
-
-برنامه‌ای بنویسید که یک کلمه را از ورودی دریافت و سپس بررسی نماید که آن کلمه پالیندروم  (Palindrome) است یا خیر. کلمه‌ای پالیندروم  خواهد بود که با وارونه خودش برابر باشد مانند: Madam
-
-.. raw:: html
-
-    <div class="gist-container">
-        <script src="https://gist.github.com/saeiddrv/3984d5731d1ed62251befba1746dba57.js"></script>
-    </div>
-
-
-.. _student-analysis:
-
-گزارش دانش‌آموزان 
-----------------------------------------------------
-
-فایل [`students.csv </_static/practice/students.csv>`__]  را دانلود نمایید. این یک فایل CSV حاوی اطلاعات دانش آموزان یک کلاس است. بدون استفاده از ماژول ``csv`` پایتون، یک برنامه بنویسید که این فایل را پردازش و موارد روبرو را محاسبه نماید و در قالب یک شی دیکشنری بر روی خروجی نمایش دهد: کمترین سن دانش‌آموز، بیشترین سن دانش‌آموز، کمترین نمره و بالاترین نمره 
-
-.. raw:: html
-
-    <div class="gist-container">
-        <script src="https://gist.github.com/saeiddrv/91dc2e2a137e92c20885604d36886a82.js"></script>
-    </div>
-
-
-.. _count-vowels:
-
-شمارش حروف صدادار
-----------------------------------------------------
-
-برنامه‌ای بنویسید که یک متن از کاربر دریافت کرده، سپس تعداد حروف صدادار انگلیسی (Vowels) را در آن بشمارد و عدد حاصل را در خروجی نمایش دهد. حروف صدادار انگلیسی عبارتند از:  ``'a','e','i','o','u'``
-
-.. raw:: html
-
-    <div class="gist-container">
-        <script src="https://gist.github.com/saeiddrv/c9e1480f1062654c53d830891bf4e7d6.js"></script>
-    </div>
-
-
-
-.. _khayyam-pascal-triangle:
-
-
-رسم مثلث خیام-پاسکال
-----------------------------------------------------
-
-برنامه‌ای بنویسید که یک عدد صحیح از کاربر دریافت و مثلث خیام-پاسکال را تا عمق آن سطر محاسبه و رسم نماید. از طریق منابع مختلف، ویکی‌پدیا یا تصویر پایین (تا سطر 5)، می‌توانید با ساختار مثلث خیام-پاسکال [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Pascal%27s_triangle>`__] آشنا شوید:
-
-.. image:: /_static/practice/PascalTriangleAnimated2.gif
-    :align: center
-
-.. raw:: html
-
-    <div class="gist-container">
-        <script src="https://gist.github.com/saeiddrv/2b57267f8543089d306d7ea7127df42b.js"></script>
+.. role:: emoji-size
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - چالش کد پایتون، پایه
+   :keywords: پایتون, آموزش, آموزش برنامه نویسی, آموزش پایتون, برنامه نویسی, کتاب آموزش, آموزش فارسی, کتاب آزاد 
+
+
+.. _code-challenges-basic: 
+
+چالش کد پایتون: پایه
+==========================
+
+زمان به چالش کشیدن دانش خود از پایتون رسیده است. در این بخش چند مسئله (بدون هیچ ترتیب خاصی) قرار داده شده است که شما می‌بایست برای آن‌ها یک راه حل پایتونی ارایه دهید. البته برای هر کدام، یک پاسخ نیز قرار داده شده است که در صورت تمایل می‌توانید راه حل خود را با آن مقایسه کنید یا از درستی نتیجه نهایی مطمئن گردید. به یاد داشته باشید همواره چندین راه حل برای حل یک مسئله وجود خواهد داشت.
+
+پاسخ‌ها به صورت gist از سرویس GitHub قرار داده شده‌اند. بنابراین این امکان وجود دارد که نظر و یا راه حل خود را در مورد هر یک از مسئله‌ها، با دیگران نیز به اشتراک بگذارید.
+
+موفق باشد :)
+
+
+----
+
+.. contents:: مسئله‌ها
+    :depth: 2
+
+----
+
+
+.. _area-of-the-circle: 
+
+مساحت دایره
+------------------------------------
+
+برنامه‌ای بنویسید که شعاع یک دایره را از کاربر دریافت و مساحت آن را محاسبه نماید.
+
+.. raw:: html
+
+    <div class="gist-container">
+        <script src="https://gist.github.com/saeiddrv/dae7126a0bc86f8e4d58e1135e3eba79.js"></script>
+    </div>
+
+
+
+.. _divisible-by-8: 
+
+اعداد بخش‌پذیر بر هشت
+------------------------------------
+
+برنامه‌ای بنویسید که یک عدد صحیح از کاربر دریافت و تمام اعداد صحیح و بخش‌پذیر بر 8 از یک تا آن عدد را چاپ نماید.
+
+
+.. raw:: html
+
+    <div class="gist-container">
+        <script src="https://gist.github.com/saeiddrv/e6bc5fbc1724a0b5828bc6ab1cda3a25.js"></script>
+    </div>
+
+
+.. _female-student-avg: 
+
+میانگین نمره دانش‌آموزان (فایل CSV)
+------------------------------------
+
+فایل [`students.csv </_static/practice/students.csv>`__]  را دانلود نمایید. این یک فایل CSV حاوی اطلاعات دانش آموزان یک کلاس است. بدون استفاده از ماژول ``csv`` پایتون، یک برنامه بنویسید که این فایل را پردازش و میانگین نمرات دانش آموزان دختر (Female) این کلاس را محاسبه کند.
+
+.. raw:: html
+
+    <div class="gist-container">
+        <script src="https://gist.github.com/saeiddrv/e64a15b66b8b92f4aa27e451fa52aa1b.js"></script>
+    </div>
+
+
+.. _find-common-numbers:
+
+اشتراک دو لیست از اعداد
+------------------------------------
+
+برنامه‌ای بنویسید که دو لیست از اعداد صحیح را از کاربر دریافت و سپس اعداد مشترک در هر دو لیست را چاپ نماید. (در هنگام ورود اعداد، آن‌ها را با استفاده از یک فضای خالی جدا نمایید)
+
+
+نمونه::
+
+    list 1 = [1, 2, 3, 4, 5, 6]
+    list 2 = [1, 2, 5, 9, 8, 3, 4, 7]
+    
+    result = [1, 2, 3, 4, 5]
+
+.. raw:: html
+
+    <div class="gist-container">
+        <script src="https://gist.github.com/saeiddrv/a2f022d255fa11bee90ff4997c4ffc9d.js"></script>
+    </div>
+
+
+.. _grade-converter:
+
+تبدیل نمره
+------------------------------------
+
+برنامه‌ای بنویسید که نمره کاربر را از ورودی دریافت (مانند 72) و معادل حرفی آن (مانند C) را چاپ نماید.
+
+* نمره‌هایی که بیشتر یا برابر 90 و کمتر یا برابر با 100 هستند: A
+* نمره‌هایی که بیشتر یا برابر 80 و کمتر از 90 هستند: B
+* نمره‌هایی که بیشتر یا برابر 70 و کمتر از 80 هستند: C
+* نمره‌هایی که بیشتر یا برابر 60 و کمتر از 70 هستند: D
+* نمره‌هایی که کمتر از 60 هستند: F
+
+
+.. raw:: html
+
+    <div class="gist-container">
+        <script src="https://gist.github.com/saeiddrv/f7f473292a55fb60144c610f5e06cf53.js"></script>
+    </div>
+
+
+.. _max-min-diff:
+
+تفاضل بزرگترین و کوچکترین عضو یک لیست از اعداد
+----------------------------------------------------
+
+برنامه‌ای بنویسید که یک لیست از اعداد صحیح را از کاربر دریافت و سپس تفاضل بین بزرگترین و کوچکترین عضو آن را محاسبه و در خروجی چاپ نماید. (در هنگام ورود اعداد، آن‌ها را با استفاده از یک فضای خالی جدا نمایید)
+
+نمونه::
+
+    [1, 5, 3, 2, 8, 16, 20, 18, 3, 0, 4]
+    max = 20
+    min = 0
+    max - min = 20
+
+.. raw:: html
+
+    <div class="gist-container">
+        <script src="https://gist.github.com/saeiddrv/2dc69d2172afbee354312568756beff1.js"></script>
+    </div>
+
+
+.. _n-plus-nn-plus-nnn:
+
+محاسبه عبارت n+nn+nnn
+----------------------------------------------------
+
+برنامه‌ای بنویسید که یک عدد صحیح مانند n را از کاربر دریافت و سپس حاصل عبارت n+nn+nnn را محاسبه نماید. برای نمونه چنانچه کاربر عدد 2 را وارد کرد، حاصل عبارت 222+22+2 محاسبه و در خروجی نمایش داده شود: 246
+
+.. raw:: html
+
+    <div class="gist-container">
+        <script src="https://gist.github.com/saeiddrv/37af43f0ce2b3a72b72a6f53594004e0.js"></script>
+    </div>
+
+
+.. _name-in-reverse-order:
+
+وارونه‌سازی اسم
+----------------------------------------------------
+
+برنامه‌ای بنویسید که نام کاربر را از ورودی دریافت و سپس آن را وارونه کرده و در خروجی چاپ نماید. برای نمونه چنانچه کاربر saeid را وارد کرد، در خروجی مقدار dieas چاپ گردد.
+
+.. raw:: html
+
+    <div class="gist-container">
+        <script src="https://gist.github.com/saeiddrv/345507e78ca020262609b394d89e8f81.js"></script>
+    </div>
+
+
+.. _palindrome-checker:
+
+پالیندروم 
+----------------------------------------------------
+
+برنامه‌ای بنویسید که یک کلمه را از ورودی دریافت و سپس بررسی نماید که آن کلمه پالیندروم  (Palindrome) است یا خیر. کلمه‌ای پالیندروم  خواهد بود که با وارونه خودش برابر باشد مانند: Madam
+
+.. raw:: html
+
+    <div class="gist-container">
+        <script src="https://gist.github.com/saeiddrv/3984d5731d1ed62251befba1746dba57.js"></script>
+    </div>
+
+
+.. _student-analysis:
+
+گزارش دانش‌آموزان 
+----------------------------------------------------
+
+فایل [`students.csv </_static/practice/students.csv>`__]  را دانلود نمایید. این یک فایل CSV حاوی اطلاعات دانش آموزان یک کلاس است. بدون استفاده از ماژول ``csv`` پایتون، یک برنامه بنویسید که این فایل را پردازش و موارد روبرو را محاسبه نماید و در قالب یک شی دیکشنری بر روی خروجی نمایش دهد: کمترین سن دانش‌آموز، بیشترین سن دانش‌آموز، کمترین نمره و بالاترین نمره 
+
+.. raw:: html
+
+    <div class="gist-container">
+        <script src="https://gist.github.com/saeiddrv/91dc2e2a137e92c20885604d36886a82.js"></script>
+    </div>
+
+
+.. _count-vowels:
+
+شمارش حروف صدادار
+----------------------------------------------------
+
+برنامه‌ای بنویسید که یک متن از کاربر دریافت کرده، سپس تعداد حروف صدادار انگلیسی (Vowels) را در آن بشمارد و عدد حاصل را در خروجی نمایش دهد. حروف صدادار انگلیسی عبارتند از:  ``'a','e','i','o','u'``
+
+.. raw:: html
+
+    <div class="gist-container">
+        <script src="https://gist.github.com/saeiddrv/c9e1480f1062654c53d830891bf4e7d6.js"></script>
+    </div>
+
+
+
+.. _khayyam-pascal-triangle:
+
+
+رسم مثلث خیام-پاسکال
+----------------------------------------------------
+
+برنامه‌ای بنویسید که یک عدد صحیح از کاربر دریافت و مثلث خیام-پاسکال را تا عمق آن سطر محاسبه و رسم نماید. از طریق منابع مختلف، ویکی‌پدیا یا تصویر پایین (تا سطر 5)، می‌توانید با ساختار مثلث خیام-پاسکال [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Pascal%27s_triangle>`__] آشنا شوید:
+
+.. image:: /_static/practice/PascalTriangleAnimated2.gif
+    :align: center
+
+.. raw:: html
+
+    <div class="gist-container">
+        <script src="https://gist.github.com/saeiddrv/2b57267f8543089d306d7ea7127df42b.js"></script>
     </div>
\ No newline at end of file
diff --git a/source/changelog.rst b/source/changelog.rst
index 9ca2633..dfc4db8 100644
--- a/source/changelog.rst
+++ b/source/changelog.rst
@@ -1,422 +1,422 @@
-.. role:: emoji-size
-
-
-.. meta::
-   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - گزارش توسعه
-   :keywords: معرفی پایتون, تاریخچه پایتون, کارایی پایتون, نسخه های پایتون, ویژگی های پایتون, آشنایی با پایتون, آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون
-
-
-.. _reports: 
-
-گزارش توسعه
-=============
-
-
-.. raw:: html
-
-    <p class="rubric" id="00138" ><a class="reference external" href="#00138">00138</a> - جمعه ۱۵ اردیبهشت ۱۴۰۲</p>
-
-* نخستین بخش از Code Challenges به کتاب افزوده شد. بخش پایه که برای حل آن نیاز به دانستن دروس ابتدایی تا یازدهم می‌باشد.
-
-
-----
-
-.. raw:: html
-
-    <p class="rubric" id="00137" ><a class="reference external" href="#00137">00137</a> - جمعه ۸ اردیبهشت ۱۴۰۲</p>
-
-* دروس دوازدهم تا بیست و پنجم ویرایش و بروزرسانی گردید.
-
-
-----
-
-.. raw:: html
-
-    <p class="rubric" id="00136" ><a class="reference external" href="#00136">00136</a> - پنج‌شنبه ۷ اردیبهشت ۱۴۰۲</p>
-
-* درس یازدهم ویرایش و بروزرسانی گردید.
-* [`Issue #61 <https://github.com/saeiddrv/PythonPersianTutorial/issues/61>`__]
-
-
-----
-
-.. raw:: html
-
-    <p class="rubric" id="00135" ><a class="reference external" href="#00135">00135</a> - چهارشنبه ۶ اردیبهشت ۱۴۰۲</p>
-
-* درس دهم ویرایش و بروزرسانی گردید.
-* بخش «ساختارهای ذخیره و تبادل داده» به درس دهم اضافه شد.
-* [`Issue #60 <https://github.com/saeiddrv/PythonPersianTutorial/issues/60>`__]
-
-
-----
-
-
-.. raw:: html
-
-    <p class="rubric" id="00134" ><a class="reference external" href="#00134">00134</a> - یک‌شنبه ۳ اردیبهشت ۱۴۰۲</p>
-
-* درس نهم ویرایش و بروزرسانی گردید.
-* شرح دستور ``match/case`` به درس نهم اضافه شد.
-* [`Issue #59 <https://github.com/saeiddrv/PythonPersianTutorial/issues/59>`__]
-
-
-
-----
-
-.. raw:: html
-
-    <p class="rubric" id="00133" ><a class="reference external" href="#00133">00133</a> - شنبه ۲ اردیبهشت ۱۴۰۲</p>
-
-* صفحه «حمایت مالی» ایجاد گردید. [`Issue #63 <https://github.com/saeiddrv/PythonPersianTutorial/issues/63>`__]
-
-----
-
-.. raw:: html
-
-    <p class="rubric" id="00132" ><a class="reference external" href="#00132">00132</a> - شنبه ۲ اردیبهشت ۱۴۰۲</p>
-
-* نام فایل «درس هفتم/بخش دوم» تغییر داده شد.
-* توضیحات نوع bytes در درس هفتم ویرایش و بهبود داده شد.
-* در درس ششم به پروژه pep8.ir یک ارجاع ایجاد گردید.
-
-----
-
-.. raw:: html
-
-    <p class="rubric" id="00131" ><a class="reference external" href="#00131">00131</a> - پنج‌شنبه ۳۱ فروردین ۱۴۰۲</p>
-
-* درس هشتم ویرایش و بروزرسانی گردید.
-* جهت کاهش محتوا و آسانی در مطالعه، درس هشتم در قالب دو صفحه مجزا ارایه گردید.
-* شرح شی None از درس هشتم به درس ششم منتقل گردید.
-
-
-----
-
-.. raw:: html
-
-    <p class="rubric" id="00130" ><a class="reference external" href="#00130">00130</a> - جمعه ۲۵ فروردین ۱۴۰۲</p>
-
-* درس هفتم ویرایش و بروزرسانی گردید.
-* جهت کاهش محتوا و آسانی در مطالعه، درس هفتم در قالب دو صفحه مجزا ارایه گردید.
-
-
-
-----
-
-.. raw:: html
-
-    <p class="rubric" id="00129" ><a class="reference external" href="#00129">00129</a> - پنج‌شنبه ۲۴ فروردین ۱۴۰۲</p>
-
-* بنابر تذکر آقای «محمد درویشی» متن زیر از درس دهم اصلاح گردید:
-
-  کدگذاری UTF-8 کاراکترهای یونیکد را در یک دنباله بایت با طول متغیر (۱ تا ۴ بایت) ارايه می‌دهد - پیش‌تر به اشتباه ۶ بایت ذکر شده بود.
-
-
-
-----
-
-.. raw:: html
-
-    <p class="rubric" id="00128" ><a class="reference external" href="#00128">00128</a> - جمعه ۱۸ فروردین ۱۴۰۲</p>
-
-* آغاز بروزرسانی کتاب بر مبنای پایتون 3.11
-* دروس یکم تا ششم بروزرسانی گردید.
-* با توجه به بایگانی شدن نسخه‌های شاخه 2x زبان برنامه‌نویسی پایتون، بخش‌های مرتبط با این نسخه، از کتاب حذف خواهند شد.
-
-
-----
-
-
-
-.. raw:: html
-
-    <p class="rubric" id="00127" ><a class="reference external" href="#00127">00127</a> - پنج‌شنبه ۱۱ آذر ۱۴۰۰</p>
-
-* توضیح مربوط به بخش «سیستم مدیریت بسته» از درس دوم تکمیل و بخش ``user--``  اضافه گردید.
-* گزارش حمایت مالی بروز گردید.
-
-
-
-
-----
-
-
-.. raw:: html
-
-    <p class="rubric" id="00126" ><a class="reference external" href="#00126">00126</a> - جمعه ۲۷ فروردین ۱۴۰۰</p>
-
-
-* درس بیست و پنجم با عنوان «زمان در پایتون: ماژول‌ datetime » به فهرست کتاب افزوده شد.
-* بروزرسانی: توضیحی کوتاه به بخش «property@» از درس بیست و یکم پیرامون «ایجاد Attributeهای read-only» اضافه گردید.
-* فونت قالب از «بهداد» به «وزیر» تغییر داده شد.
-
-----
-
-
-.. raw:: html
-
-    <p class="rubric" id="00125" ><a class="reference external" href="#00125">00125</a> - جمعه ۱۳ فروردین ۱۴۰۰</p>
-
-
-* درس بیست و چهارم با عنوان «مدیریت خطا در پایتون: Warning ،raise Exception و Assertion» به فهرست کتاب افزوده شد.
-* بروزرسانی: مبحث «Context Manager و دستور with» به درس بیست و یکم اضافه گردید.
-* بروزرسانی: مبحث «مدیریت خطا و دستور with» به درس بیست و سوم اضافه گردید.
-* عنوان دروس یازدهم و شانزدهم تغییر داده شد.
-* گزارش حمایت مالی بروز گردید.
-
-
-
-
-----
-
-.. raw:: html
-
-    <p class="rubric" id="00124" ><a class="reference external" href="#00124">00124</a> - سه‌شنبه ۱۰ فروردین ۱۴۰۰</p>
-
-* بروزرسانی: مبحث «روند انتشار Exception» به درس بیست و سوم اضافه گردید.
-* بروزرسانی: مبحث «کارایی (Performance)» به درس بیست و سوم اضافه گردید.
-
-
-
-----
-
-
-.. raw:: html
-
-    <p class="rubric" id="00123" ><a class="reference external" href="#00123">00123</a> - دوشنبه ۹ فروردین ۱۴۰۰</p>
-
-* درس بیست و سوم با عنوان «مدیریت خطا در پایتون: Exception ،Traceback و Exception Handling» به فهرست کتاب افزوده شد.
-
-
-
-----
-
-
-.. raw:: html
-
-    <p class="rubric" id="00122" ><a class="reference external" href="#00122">00122</a> - شنبه ۷ فروردین ۱۴۰۰</p>
-
-* صفحه‌ای جدید با عنوان «بهترین منابع آموزش پایتون» به فهرست کتاب اضافه گردید که در آن منابعی پیرامون آموزش زبان برنامه‌نویسی پایتون که مطالعه آن‌ها در کنار یا ادامه این کتاب می‌تواند مفید باشد، معرفی خواهند شد.
-
-
-
-----
-
-
-.. raw:: html
-
-    <p class="rubric" id="00121" ><a class="reference external" href="#00121">00121</a> - سه‌شنبه ۳ فروردین ۱۴۰۰</p>
-
-* درس بیست و یکم با عنوان «شی گرایی (OOP) در پایتون: __Descriptors ،Decorator ،__slots و property@» به فهرست کتاب افزوده شد.
-* درس بیست و دوم با عنوان «شی گرایی (OOP) در پایتون: Type Hinting و دیتا کلاس (Data Class)» به فهرست کتاب افزوده شد.
-* بروزرسانی: مبحث «مقدار Hash یک شی و کاربرد آن در پایتون» به درس هفدهم اضافه گردید.
-* بروزرسانی: مبحث «Mixin» به درس هجدهم اضافه گردید.
-* نام درس شانزدهم اصلاح گردید.
-
-----
-
-
-
-.. raw:: html
-
-    <p class="rubric" id="00120" ><a class="reference external" href="#00120">00120</a> - جمعه ۲۹ اسفند ۱۳۹۹</p>
-
-* درس بیستم با عنوان «شی گرایی (OOP) در پایتون: Encapsulation و چندریختی (Polymorphism)» به فهرست کتاب افزوده شد.
-
-**✽ سال نو مبارک ✽**
-
-----
-
-
-.. raw:: html
-
-    <p class="rubric" id="00119" ><a class="reference external" href="#00119">00119</a> - چهارشنبه ۲۷ اسفند ۱۳۹۹</p>
-
-* درس نوزدهم با عنوان «شی گرایی (OOP) در پایتون: متا کلاس (Metaclass) و انتزاع (Abstraction)» به فهرست کتاب افزوده شد.
-* بروزرسانی: مبحث «اشیا با قابلیت فراخوانی (Callable Objects)» به درس هفدهم اضافه گردید.
-* گزارش حمایت مالی بروز گردید.
-
-----
-
-
-
-.. raw:: html
-
-    <p class="rubric" id="00118" ><a class="reference external" href="#00118">00118</a> - جمعه ۲۲ اسفند ۱۳۹۹</p>
-
-* درس هجدهم با عنوان «شی گرایی (OOP) در پایتون: وراثت (Inheritance) و Association» به فهرست کتاب افزوده شد.
-
-----
-
-.. raw:: html
-
-    <p class="rubric" id="00117" ><a class="reference external" href="#00117">00117</a> - جمعه ۱۵ اسفند ۱۳۹۹</p>
-
-* درس هفدهم با عنوان «شی گرایی (OOP) در پایتون: تعریف کلاس و ایجاد شی» به فهرست کتاب افزوده شد.
-* گزارش حمایت مالی بروز گردید.
-
-----
-
-.. raw:: html
-
-    <p class="rubric" id="00116" ><a class="reference external" href="#00116">00116</a> - جمعه ۸ اسفند ۱۳۹۹</p>
-
-* درس شانزدهم با عنوان «Regular Expression در پایتون - بخش ۲» به فهرست کتاب افزوده شد.
-* بروزرسانی: مبحث Zero-length Match به درس پانزدهم اضافه گردید.
-* گزارش حمایت مالی بروز گردید.
-
-----
-
-
-
-
-.. raw:: html
-
-    <p class="rubric" id="00115" ><a class="reference external" href="#00115">00115</a> - شنبه ۲ اسفند ۱۳۹۹</p>
-
-* بروزرسانی - ویژگی **پایتون 3.8:** مبحث Walrus Operator به درس ششم اضافه گردید.
-* بروزرسانی - ویژگی **پایتون 3.8:** مبحث Positional-Only Parameters به درس دوازدهم اضافه گردید.
-* گزارش حمایت مالی بروز گردید.
-
-----
-
-
-
-
-.. raw:: html
-
-    <p class="rubric" id="00114" ><a class="reference external" href="#00114">00114</a> - جمعه ۱ اسفند ۱۳۹۹</p>
-
-* درس پانزدهم با عنوان «Regular Expression در پایتون - بخش ۱» به فهرست کتاب افزوده شد.
-* گزارش حمایت مالی بروز گردید.
-
-----
-
-
-
-.. raw:: html
-
-    <p class="rubric" id="00113" ><a class="reference external" href="#00113">00113</a> - سه‌شنبه ۱۴ آبان ۱۳۹۸</p>
-
-* درس چهاردهم با عنوان «تابع در پایتون: تابع بازگشتی و Memoization» (بخش پایانی از مفهوم تابع در پایتون) به فهرست کتاب افزوده شد.
-* نام دروس گذشته به منظور خوانایی بیشتر اصلاح گردید.
-
-----
-
-.. raw:: html
-
-    <p class="rubric" id="00112" ><a class="reference external" href="#00112">00112</a> - یک‌شنبه ۲۸ مهر ۱۳۹۸</p>
-
-* درس سیزدهم با عنوان «تابع - بخش دوم» به فهرست کتاب افزوده شد.
-* بخش **f-string** به درس هفتم اضافه گردید.
-* کمی توضیح در مورد دستور ``return`` به درس دوازدهم اضافه گردید.
-* گزارش هدایای پرداخت شده بروز گردید.
-* یک خط فرمان پایتون به صفحه نخست اضافه گردید. *برگرفته از وب‌سایت پایتون*
-
-----
-
-
-.. raw:: html
-
-    <p class="rubric" id="00111" ><a class="reference external" href="#00111">00111</a> - چهارشنبه ۵ تیر ۱۳۹۸</p>
-
-صفحه گزارش هدایای پرداخت شده به منظور شفافیت مالی اضافه گردید. :))
-
-----
-
-
-.. raw:: html
-
-    <p class="rubric" id="00110" ><a class="reference external" href="#00110">00110</a> - چهارشنبه ۵ تیر ۱۳۹۸</p>
-
-درس دوازدهم اضافه شد. با امید اینکه بروز رسانی‌های بعدی در فاصله زمانی کمتری انجام بشه. 
-:emoji-size:`😉`
-
-----
-
-
-.. raw:: html
-
-    <p class="rubric" id="00109" ><a class="reference external" href="#00109">00109</a> - سه‌شنبه ۲۶ اردیبهشت ۱۳۹۶</p>
-
-درس یازدهم کامل شد.
-:emoji-size:`😉`
-
-----
-
-
-.. raw:: html
-
-    <p class="rubric" id="00108" ><a class="reference external" href="#00108">00108</a> - یک‌شنبه ۲۱ آذر ۱۳۹۵</p>
-
-ببخشید؛ بابت تاخیر بسیار طولانی در بروزرسانی کتاب. درس یازدهم با عنوان «کتابخانه استاندارد (بخش ۱)» به فهرست کتاب افزوده شد.
-
-* بخش پیش‌گفتار ایجاد گردید.
-* پاراگراف‌هایی از دروس گذشته اصلاح گردید.
-* فونت قالب به «بهداد» تغییر داده شد.
-
-----
-
-
-.. raw:: html
-
-    <p class="rubric" id="00107" ><a class="reference external" href="#00107">00107</a> - جمعه ۲۰ آذر ۱۳۹۴</p>
-
-درس دهم با عنوان «ورودی و خروجی» به فهرست کتاب افزوده شد. 
-:emoji-size:`😉`
-
-----
-
-
-
-.. raw:: html
-
-    <p class="rubric" id="00106" ><a class="reference external" href="#00106">00106</a> - دوشنبه ۲۰ مهر ۱۳۹۴</p>
-
-درس نهم با عنوان «دستورهای کنترلی» به فهرست کتاب افزوده شد.
-
-----
-
-
-.. raw:: html
-
-    <p class="rubric" id="00105" ><a class="reference external" href="#00105">00105</a> - شنبه ۲۸ شهریور ۱۳۹۴</p>
-
-درس هشتم با عنوان «انواع آماده شی - بخش دوم» به فهرست کتاب افزوده شد.
-
-----
-
-
-.. raw:: html
-
-    <p class="rubric" id="00104" ><a class="reference external" href="#00104">00104</a> - پنج‌شنبه ۲۶ شهریور ۱۳۹۴</p>
-
-تعدادی اشتباه نوشتاری از دروس موجود (۱-۷) اصلاح گردید. توضیح بخش عملگر NOT بیتی از درس ششم نیز به منظور درک پذیری بیشتر تغییر داده شد.
-
-----
-
-
-.. raw:: html
-
-    <p class="rubric" id="00103" ><a class="reference external" href="#00103">00103</a> - جمعه ۶ شهریور ۱۳۹۴</p>
-
-تعدادی اشتباه نوشتاری از درس هفتم اصلاح گردید.
-
-----
-
-.. raw:: html
-
-    <p class="rubric" id="00102" ><a class="reference external" href="#00102">00102</a> - چهار‌شنبه ۲۸ مرداد ۱۳۹۴</p>
-
-
-درس هفتم با عنوان «انواع آماده شی - بخش یکم» به فهرست کتاب افزوده شد.
-
-----
-
-.. raw:: html
-
-    <p class="rubric" id="00101" ><a class="reference external" href="#00101">00101</a> - سه‌شنبه ۲۷ مرداد ۱۳۹۴</p>
-
-
-افزودن صفحه «گزارش رویداد‌ها» - این صفحه با هدف آگاه‌ ساختن خوانندگان از تغییرات محتوا کتاب ایجاد شده است. از آنجا که این کتاب به تدریج و با فاصله زمانی کامل می‌شود؛ بنابراین امکان تغییر و اصلاح در نوشته‌های آن، چه در زمان تهیه و چه حتی پس از پایان وجود دارد و همچنین ممکن است بخشی از نوشته‌ها با تذکر یا پیشنهاد خوانندگان تغییر، اصلاح یا اضافه گردد که بر همین اساس نیاز به صفحه‌ای برای درج این تغییرات و ذکر علت یا نام افراد موثر ناگزیر می‌بود.
+.. role:: emoji-size
+
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - گزارش توسعه
+   :keywords: معرفی پایتون, تاریخچه پایتون, کارایی پایتون, نسخه های پایتون, ویژگی های پایتون, آشنایی با پایتون, آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون
+
+
+.. _reports: 
+
+گزارش توسعه
+=============
+
+
+.. raw:: html
+
+    <p class="rubric" id="00138" ><a class="reference external" href="#00138">00138</a> - جمعه ۱۵ اردیبهشت ۱۴۰۲</p>
+
+* نخستین بخش از Code Challenges به کتاب افزوده شد. بخش پایه که برای حل آن نیاز به دانستن دروس ابتدایی تا یازدهم می‌باشد.
+
+
+----
+
+.. raw:: html
+
+    <p class="rubric" id="00137" ><a class="reference external" href="#00137">00137</a> - جمعه ۸ اردیبهشت ۱۴۰۲</p>
+
+* دروس دوازدهم تا بیست و پنجم ویرایش و بروزرسانی گردید.
+
+
+----
+
+.. raw:: html
+
+    <p class="rubric" id="00136" ><a class="reference external" href="#00136">00136</a> - پنج‌شنبه ۷ اردیبهشت ۱۴۰۲</p>
+
+* درس یازدهم ویرایش و بروزرسانی گردید.
+* [`Issue #61 <https://github.com/saeiddrv/PythonPersianTutorial/issues/61>`__]
+
+
+----
+
+.. raw:: html
+
+    <p class="rubric" id="00135" ><a class="reference external" href="#00135">00135</a> - چهارشنبه ۶ اردیبهشت ۱۴۰۲</p>
+
+* درس دهم ویرایش و بروزرسانی گردید.
+* بخش «ساختارهای ذخیره و تبادل داده» به درس دهم اضافه شد.
+* [`Issue #60 <https://github.com/saeiddrv/PythonPersianTutorial/issues/60>`__]
+
+
+----
+
+
+.. raw:: html
+
+    <p class="rubric" id="00134" ><a class="reference external" href="#00134">00134</a> - یک‌شنبه ۳ اردیبهشت ۱۴۰۲</p>
+
+* درس نهم ویرایش و بروزرسانی گردید.
+* شرح دستور ``match/case`` به درس نهم اضافه شد.
+* [`Issue #59 <https://github.com/saeiddrv/PythonPersianTutorial/issues/59>`__]
+
+
+
+----
+
+.. raw:: html
+
+    <p class="rubric" id="00133" ><a class="reference external" href="#00133">00133</a> - شنبه ۲ اردیبهشت ۱۴۰۲</p>
+
+* صفحه «حمایت مالی» ایجاد گردید. [`Issue #63 <https://github.com/saeiddrv/PythonPersianTutorial/issues/63>`__]
+
+----
+
+.. raw:: html
+
+    <p class="rubric" id="00132" ><a class="reference external" href="#00132">00132</a> - شنبه ۲ اردیبهشت ۱۴۰۲</p>
+
+* نام فایل «درس هفتم/بخش دوم» تغییر داده شد.
+* توضیحات نوع bytes در درس هفتم ویرایش و بهبود داده شد.
+* در درس ششم به پروژه pep8.ir یک ارجاع ایجاد گردید.
+
+----
+
+.. raw:: html
+
+    <p class="rubric" id="00131" ><a class="reference external" href="#00131">00131</a> - پنج‌شنبه ۳۱ فروردین ۱۴۰۲</p>
+
+* درس هشتم ویرایش و بروزرسانی گردید.
+* جهت کاهش محتوا و آسانی در مطالعه، درس هشتم در قالب دو صفحه مجزا ارایه گردید.
+* شرح شی None از درس هشتم به درس ششم منتقل گردید.
+
+
+----
+
+.. raw:: html
+
+    <p class="rubric" id="00130" ><a class="reference external" href="#00130">00130</a> - جمعه ۲۵ فروردین ۱۴۰۲</p>
+
+* درس هفتم ویرایش و بروزرسانی گردید.
+* جهت کاهش محتوا و آسانی در مطالعه، درس هفتم در قالب دو صفحه مجزا ارایه گردید.
+
+
+
+----
+
+.. raw:: html
+
+    <p class="rubric" id="00129" ><a class="reference external" href="#00129">00129</a> - پنج‌شنبه ۲۴ فروردین ۱۴۰۲</p>
+
+* بنابر تذکر آقای «محمد درویشی» متن زیر از درس دهم اصلاح گردید:
+
+  کدگذاری UTF-8 کاراکترهای یونیکد را در یک دنباله بایت با طول متغیر (۱ تا ۴ بایت) ارايه می‌دهد - پیش‌تر به اشتباه ۶ بایت ذکر شده بود.
+
+
+
+----
+
+.. raw:: html
+
+    <p class="rubric" id="00128" ><a class="reference external" href="#00128">00128</a> - جمعه ۱۸ فروردین ۱۴۰۲</p>
+
+* آغاز بروزرسانی کتاب بر مبنای پایتون 3.11
+* دروس یکم تا ششم بروزرسانی گردید.
+* با توجه به بایگانی شدن نسخه‌های شاخه 2x زبان برنامه‌نویسی پایتون، بخش‌های مرتبط با این نسخه، از کتاب حذف خواهند شد.
+
+
+----
+
+
+
+.. raw:: html
+
+    <p class="rubric" id="00127" ><a class="reference external" href="#00127">00127</a> - پنج‌شنبه ۱۱ آذر ۱۴۰۰</p>
+
+* توضیح مربوط به بخش «سیستم مدیریت بسته» از درس دوم تکمیل و بخش ``user--``  اضافه گردید.
+* گزارش حمایت مالی بروز گردید.
+
+
+
+
+----
+
+
+.. raw:: html
+
+    <p class="rubric" id="00126" ><a class="reference external" href="#00126">00126</a> - جمعه ۲۷ فروردین ۱۴۰۰</p>
+
+
+* درس بیست و پنجم با عنوان «زمان در پایتون: ماژول‌ datetime » به فهرست کتاب افزوده شد.
+* بروزرسانی: توضیحی کوتاه به بخش «property@» از درس بیست و یکم پیرامون «ایجاد Attributeهای read-only» اضافه گردید.
+* فونت قالب از «بهداد» به «وزیر» تغییر داده شد.
+
+----
+
+
+.. raw:: html
+
+    <p class="rubric" id="00125" ><a class="reference external" href="#00125">00125</a> - جمعه ۱۳ فروردین ۱۴۰۰</p>
+
+
+* درس بیست و چهارم با عنوان «مدیریت خطا در پایتون: Warning ،raise Exception و Assertion» به فهرست کتاب افزوده شد.
+* بروزرسانی: مبحث «Context Manager و دستور with» به درس بیست و یکم اضافه گردید.
+* بروزرسانی: مبحث «مدیریت خطا و دستور with» به درس بیست و سوم اضافه گردید.
+* عنوان دروس یازدهم و شانزدهم تغییر داده شد.
+* گزارش حمایت مالی بروز گردید.
+
+
+
+
+----
+
+.. raw:: html
+
+    <p class="rubric" id="00124" ><a class="reference external" href="#00124">00124</a> - سه‌شنبه ۱۰ فروردین ۱۴۰۰</p>
+
+* بروزرسانی: مبحث «روند انتشار Exception» به درس بیست و سوم اضافه گردید.
+* بروزرسانی: مبحث «کارایی (Performance)» به درس بیست و سوم اضافه گردید.
+
+
+
+----
+
+
+.. raw:: html
+
+    <p class="rubric" id="00123" ><a class="reference external" href="#00123">00123</a> - دوشنبه ۹ فروردین ۱۴۰۰</p>
+
+* درس بیست و سوم با عنوان «مدیریت خطا در پایتون: Exception ،Traceback و Exception Handling» به فهرست کتاب افزوده شد.
+
+
+
+----
+
+
+.. raw:: html
+
+    <p class="rubric" id="00122" ><a class="reference external" href="#00122">00122</a> - شنبه ۷ فروردین ۱۴۰۰</p>
+
+* صفحه‌ای جدید با عنوان «بهترین منابع آموزش پایتون» به فهرست کتاب اضافه گردید که در آن منابعی پیرامون آموزش زبان برنامه‌نویسی پایتون که مطالعه آن‌ها در کنار یا ادامه این کتاب می‌تواند مفید باشد، معرفی خواهند شد.
+
+
+
+----
+
+
+.. raw:: html
+
+    <p class="rubric" id="00121" ><a class="reference external" href="#00121">00121</a> - سه‌شنبه ۳ فروردین ۱۴۰۰</p>
+
+* درس بیست و یکم با عنوان «شی گرایی (OOP) در پایتون: __Descriptors ،Decorator ،__slots و property@» به فهرست کتاب افزوده شد.
+* درس بیست و دوم با عنوان «شی گرایی (OOP) در پایتون: Type Hinting و دیتا کلاس (Data Class)» به فهرست کتاب افزوده شد.
+* بروزرسانی: مبحث «مقدار Hash یک شی و کاربرد آن در پایتون» به درس هفدهم اضافه گردید.
+* بروزرسانی: مبحث «Mixin» به درس هجدهم اضافه گردید.
+* نام درس شانزدهم اصلاح گردید.
+
+----
+
+
+
+.. raw:: html
+
+    <p class="rubric" id="00120" ><a class="reference external" href="#00120">00120</a> - جمعه ۲۹ اسفند ۱۳۹۹</p>
+
+* درس بیستم با عنوان «شی گرایی (OOP) در پایتون: Encapsulation و چندریختی (Polymorphism)» به فهرست کتاب افزوده شد.
+
+**✽ سال نو مبارک ✽**
+
+----
+
+
+.. raw:: html
+
+    <p class="rubric" id="00119" ><a class="reference external" href="#00119">00119</a> - چهارشنبه ۲۷ اسفند ۱۳۹۹</p>
+
+* درس نوزدهم با عنوان «شی گرایی (OOP) در پایتون: متا کلاس (Metaclass) و انتزاع (Abstraction)» به فهرست کتاب افزوده شد.
+* بروزرسانی: مبحث «اشیا با قابلیت فراخوانی (Callable Objects)» به درس هفدهم اضافه گردید.
+* گزارش حمایت مالی بروز گردید.
+
+----
+
+
+
+.. raw:: html
+
+    <p class="rubric" id="00118" ><a class="reference external" href="#00118">00118</a> - جمعه ۲۲ اسفند ۱۳۹۹</p>
+
+* درس هجدهم با عنوان «شی گرایی (OOP) در پایتون: وراثت (Inheritance) و Association» به فهرست کتاب افزوده شد.
+
+----
+
+.. raw:: html
+
+    <p class="rubric" id="00117" ><a class="reference external" href="#00117">00117</a> - جمعه ۱۵ اسفند ۱۳۹۹</p>
+
+* درس هفدهم با عنوان «شی گرایی (OOP) در پایتون: تعریف کلاس و ایجاد شی» به فهرست کتاب افزوده شد.
+* گزارش حمایت مالی بروز گردید.
+
+----
+
+.. raw:: html
+
+    <p class="rubric" id="00116" ><a class="reference external" href="#00116">00116</a> - جمعه ۸ اسفند ۱۳۹۹</p>
+
+* درس شانزدهم با عنوان «Regular Expression در پایتون - بخش ۲» به فهرست کتاب افزوده شد.
+* بروزرسانی: مبحث Zero-length Match به درس پانزدهم اضافه گردید.
+* گزارش حمایت مالی بروز گردید.
+
+----
+
+
+
+
+.. raw:: html
+
+    <p class="rubric" id="00115" ><a class="reference external" href="#00115">00115</a> - شنبه ۲ اسفند ۱۳۹۹</p>
+
+* بروزرسانی - ویژگی **پایتون 3.8:** مبحث Walrus Operator به درس ششم اضافه گردید.
+* بروزرسانی - ویژگی **پایتون 3.8:** مبحث Positional-Only Parameters به درس دوازدهم اضافه گردید.
+* گزارش حمایت مالی بروز گردید.
+
+----
+
+
+
+
+.. raw:: html
+
+    <p class="rubric" id="00114" ><a class="reference external" href="#00114">00114</a> - جمعه ۱ اسفند ۱۳۹۹</p>
+
+* درس پانزدهم با عنوان «Regular Expression در پایتون - بخش ۱» به فهرست کتاب افزوده شد.
+* گزارش حمایت مالی بروز گردید.
+
+----
+
+
+
+.. raw:: html
+
+    <p class="rubric" id="00113" ><a class="reference external" href="#00113">00113</a> - سه‌شنبه ۱۴ آبان ۱۳۹۸</p>
+
+* درس چهاردهم با عنوان «تابع در پایتون: تابع بازگشتی و Memoization» (بخش پایانی از مفهوم تابع در پایتون) به فهرست کتاب افزوده شد.
+* نام دروس گذشته به منظور خوانایی بیشتر اصلاح گردید.
+
+----
+
+.. raw:: html
+
+    <p class="rubric" id="00112" ><a class="reference external" href="#00112">00112</a> - یک‌شنبه ۲۸ مهر ۱۳۹۸</p>
+
+* درس سیزدهم با عنوان «تابع - بخش دوم» به فهرست کتاب افزوده شد.
+* بخش **f-string** به درس هفتم اضافه گردید.
+* کمی توضیح در مورد دستور ``return`` به درس دوازدهم اضافه گردید.
+* گزارش هدایای پرداخت شده بروز گردید.
+* یک خط فرمان پایتون به صفحه نخست اضافه گردید. *برگرفته از وب‌سایت پایتون*
+
+----
+
+
+.. raw:: html
+
+    <p class="rubric" id="00111" ><a class="reference external" href="#00111">00111</a> - چهارشنبه ۵ تیر ۱۳۹۸</p>
+
+صفحه گزارش هدایای پرداخت شده به منظور شفافیت مالی اضافه گردید. :))
+
+----
+
+
+.. raw:: html
+
+    <p class="rubric" id="00110" ><a class="reference external" href="#00110">00110</a> - چهارشنبه ۵ تیر ۱۳۹۸</p>
+
+درس دوازدهم اضافه شد. با امید اینکه بروز رسانی‌های بعدی در فاصله زمانی کمتری انجام بشه. 
+:emoji-size:`😉`
+
+----
+
+
+.. raw:: html
+
+    <p class="rubric" id="00109" ><a class="reference external" href="#00109">00109</a> - سه‌شنبه ۲۶ اردیبهشت ۱۳۹۶</p>
+
+درس یازدهم کامل شد.
+:emoji-size:`😉`
+
+----
+
+
+.. raw:: html
+
+    <p class="rubric" id="00108" ><a class="reference external" href="#00108">00108</a> - یک‌شنبه ۲۱ آذر ۱۳۹۵</p>
+
+ببخشید؛ بابت تاخیر بسیار طولانی در بروزرسانی کتاب. درس یازدهم با عنوان «کتابخانه استاندارد (بخش ۱)» به فهرست کتاب افزوده شد.
+
+* بخش پیش‌گفتار ایجاد گردید.
+* پاراگراف‌هایی از دروس گذشته اصلاح گردید.
+* فونت قالب به «بهداد» تغییر داده شد.
+
+----
+
+
+.. raw:: html
+
+    <p class="rubric" id="00107" ><a class="reference external" href="#00107">00107</a> - جمعه ۲۰ آذر ۱۳۹۴</p>
+
+درس دهم با عنوان «ورودی و خروجی» به فهرست کتاب افزوده شد. 
+:emoji-size:`😉`
+
+----
+
+
+
+.. raw:: html
+
+    <p class="rubric" id="00106" ><a class="reference external" href="#00106">00106</a> - دوشنبه ۲۰ مهر ۱۳۹۴</p>
+
+درس نهم با عنوان «دستورهای کنترلی» به فهرست کتاب افزوده شد.
+
+----
+
+
+.. raw:: html
+
+    <p class="rubric" id="00105" ><a class="reference external" href="#00105">00105</a> - شنبه ۲۸ شهریور ۱۳۹۴</p>
+
+درس هشتم با عنوان «انواع آماده شی - بخش دوم» به فهرست کتاب افزوده شد.
+
+----
+
+
+.. raw:: html
+
+    <p class="rubric" id="00104" ><a class="reference external" href="#00104">00104</a> - پنج‌شنبه ۲۶ شهریور ۱۳۹۴</p>
+
+تعدادی اشتباه نوشتاری از دروس موجود (۱-۷) اصلاح گردید. توضیح بخش عملگر NOT بیتی از درس ششم نیز به منظور درک پذیری بیشتر تغییر داده شد.
+
+----
+
+
+.. raw:: html
+
+    <p class="rubric" id="00103" ><a class="reference external" href="#00103">00103</a> - جمعه ۶ شهریور ۱۳۹۴</p>
+
+تعدادی اشتباه نوشتاری از درس هفتم اصلاح گردید.
+
+----
+
+.. raw:: html
+
+    <p class="rubric" id="00102" ><a class="reference external" href="#00102">00102</a> - چهار‌شنبه ۲۸ مرداد ۱۳۹۴</p>
+
+
+درس هفتم با عنوان «انواع آماده شی - بخش یکم» به فهرست کتاب افزوده شد.
+
+----
+
+.. raw:: html
+
+    <p class="rubric" id="00101" ><a class="reference external" href="#00101">00101</a> - سه‌شنبه ۲۷ مرداد ۱۳۹۴</p>
+
+
+افزودن صفحه «گزارش رویداد‌ها» - این صفحه با هدف آگاه‌ ساختن خوانندگان از تغییرات محتوا کتاب ایجاد شده است. از آنجا که این کتاب به تدریج و با فاصله زمانی کامل می‌شود؛ بنابراین امکان تغییر و اصلاح در نوشته‌های آن، چه در زمان تهیه و چه حتی پس از پایان وجود دارد و همچنین ممکن است بخشی از نوشته‌ها با تذکر یا پیشنهاد خوانندگان تغییر، اصلاح یا اضافه گردد که بر همین اساس نیاز به صفحه‌ای برای درج این تغییرات و ذکر علت یا نام افراد موثر ناگزیر می‌بود.
diff --git a/source/conf.py b/source/conf.py
index 90b71f5..760cb0d 100644
--- a/source/conf.py
+++ b/source/conf.py
@@ -1,32 +1,32 @@
-# Configuration file for the Sphinx documentation builder.
-#
-# For the full list of built-in configuration values, see the documentation:
-# https://www.sphinx-doc.org/en/master/usage/configuration.html
-
-# -- Project information -----------------------------------------------------
-# https://www.sphinx-doc.org/en/master/usage/configuration.html#project-information
-
-project = 'پایتون به پارسی'
-copyright = '2015, Saeid Darvish'
-author = 'Saeid Darvish'
-
-# -- General configuration ---------------------------------------------------
-# https://www.sphinx-doc.org/en/master/usage/configuration.html#general-configuration
-
-extensions = ["sphinxcontrib.jquery"]
-
-templates_path = ['_templates']
-exclude_patterns = []
-
-language = 'fa'
-
-master_doc = 'index'
-
-# -- Options for HTML output -------------------------------------------------
-# https://www.sphinx-doc.org/en/master/usage/configuration.html#options-for-html-output
-
-html_theme = 'sphinx_minoo_theme'
-html_theme_path = ["_templates"]
-html_title = 'کتاب ' + project
-
-html_static_path = ['_static']
+# Configuration file for the Sphinx documentation builder.
+#
+# For the full list of built-in configuration values, see the documentation:
+# https://www.sphinx-doc.org/en/master/usage/configuration.html
+
+# -- Project information -----------------------------------------------------
+# https://www.sphinx-doc.org/en/master/usage/configuration.html#project-information
+
+project = 'پایتون به پارسی'
+copyright = '2015, Saeid Darvish'
+author = 'Saeid Darvish'
+
+# -- General configuration ---------------------------------------------------
+# https://www.sphinx-doc.org/en/master/usage/configuration.html#general-configuration
+
+extensions = ["sphinxcontrib.jquery"]
+
+templates_path = ['_templates']
+exclude_patterns = []
+
+language = 'fa'
+
+master_doc = 'index'
+
+# -- Options for HTML output -------------------------------------------------
+# https://www.sphinx-doc.org/en/master/usage/configuration.html#options-for-html-output
+
+html_theme = 'sphinx_minoo_theme'
+html_theme_path = ["_templates"]
+html_title = 'کتاب ' + project
+
+html_static_path = ['_static']
diff --git a/source/index.rst b/source/index.rst
index 2b67de9..0ff2466 100644
--- a/source/index.rst
+++ b/source/index.rst
@@ -1,79 +1,77 @@
-.. role:: emoji-size
-
-.. meta::
-   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - صفحه نخست
-   :keywords: پایتون, آموزش, آموزش برنامه نویسی, آموزش پایتون, برنامه نویسی, کتاب آموزش, آموزش فارسی, کتاب آزاد 
-
-
-.. _home-page: 
-
-پایتون به پارسی
-====================
-
-
-::
-
-                          .-=-.          .--.
-              __        .'     '.       /  " )
-      _     .'  '.     /   .-.   \     /  .-'\                    PYTHON
-     ( \   / .-.  \   /   /   \   \   /  /    ^                         IN PERSIAN
-      \ `-` /   \  `-'   /     \   `-`  /             "BATTERIES INCLUDED", ENJOY!
-    jgs`-.-`     '.____.'       `.____.'
-
-
-این کتاب تلاشی است برای آموزش زبان برنامه‌نویسی پایتون (Python) بر پایه‌ پیاده‌سازی استاندارد آن (CPython)، به زبانی ساده و روان که بتواند برای افرادی که تاکنون پیشینه برنامه‌نویسی نداشته‌اند نیز کاربردی و مفید باشد. مطالعه این کتاب نیازی به پیش‌زمینه برنامه‌نویسی ندارد و تنها پیش‌نیاز آن علاقه خوانندگان به فن برنامه‌نویسی است. 
-
-گستره آموزشی کتاب: از پایه تا متوسط
-
-
-.. toctree::
-   :maxdepth: 6
-
-   preface
-   lessons/l01-introduction-to-python
-   lessons/l02-setup-python
-   lessons/l03-create-and-run-a-python-project
-   lessons/l04-python-interactive-mode
-   lessons/l05-object-oriented-programming
-   lessons/l06-python-syntax
-   lessons/l07-numeric-types-in-python
-   lessons/l07-string-and-bytes-in-python
-   lessons/l08-list-and-tuple-in-python
-   lessons/l08-set-and-dict-in-python
-   lessons/l09-control-flow-statements-in-python
-   lessons/l10-input-print-and-files-in-python
-   lessons/l11-python-standard-library
-   challenges/python-code-challenges-basic
-   lessons/l12-function-in-python
-   lessons/l13-decorator-generator-and-lambda-with-python-functions
-   lessons/l14-recursive-functions-and-memoization-in-python
-   lessons/l15-regular-expression-in-python
-   lessons/l16-python-module-re
-   lessons/l17-object-oriented-programming-with-python
-   lessons/l18-inheritance-and-association-in-python
-   lessons/l19-metaclass-and-abstraction-in-python
-   lessons/l20-encapsulation-polymorphism-in-python
-   lessons/l21-descriptors-and-context-manager-in-python
-   lessons/l22-type-hinting-and-data-class-in-python
-   lessons/l23-traceback-and-exception-handling-in-python
-   lessons/l24-raise-exception-warning-and-assertion-in-python
-   lessons/l25-python-module-datetime
-   changelog
-   support
-   support-report
-   python-interactive
-   python-resources
-   
-|
-
-----
-
-.. figure:: /_static/logo/python-3-11.png
-    :align: center
-    :scale: 60 %
-    :alt: بروز شده با نسخه 3.11
-
-**شروع:**  فروردین ۱۳۹۴ **و**  **آخرین بروزرسانی:** اردیبهشت ۱۴۰۲ [`گزارش توسعه <changelog.html>`__] - **بروز شده با نسخه ۳.۱۱ پایتون**
-
-
-
+.. role:: emoji-size
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - صفحه نخست
+   :keywords: پایتون, آموزش, آموزش برنامه نویسی, آموزش پایتون, برنامه نویسی, کتاب آموزش, آموزش فارسی, کتاب آزاد 
+
+
+.. _home-page: 
+
+پایتون به پارسی
+====================
+
+
+::
+
+                          .-=-.          .--.
+              __        .'     '.       /  " )
+      _     .'  '.     /   .-.   \     /  .-'\                    PYTHON
+     ( \   / .-.  \   /   /   \   \   /  /    ^                         IN PERSIAN
+      \ `-` /   \  `-'   /     \   `-`  /             "BATTERIES INCLUDED", ENJOY!
+    jgs`-.-`     '.____.'       `.____.'
+
+
+این کتاب تلاشی است برای آموزش زبان برنامه‌نویسی پایتون (Python) بر پایه‌ پیاده‌سازی استاندارد آن (CPython)، به زبانی ساده و روان که بتواند برای افرادی که تاکنون پیشینه برنامه‌نویسی نداشته‌اند نیز کاربردی و مفید باشد. مطالعه این کتاب نیازی به پیش‌زمینه برنامه‌نویسی ندارد و تنها پیش‌نیاز آن علاقه خوانندگان به فن برنامه‌نویسی است. 
+
+
+.. toctree::
+   :maxdepth: 6
+
+   preface
+   lessons/l01-introduction-to-python
+   lessons/l02-setup-python
+   lessons/l03-create-and-run-a-python-project
+   lessons/l04-python-interactive-mode
+   lessons/l05-object-oriented-programming
+   lessons/l06-python-syntax
+   lessons/l07-numeric-types-in-python
+   lessons/l07-string-and-bytes-in-python
+   lessons/l08-list-and-tuple-in-python
+   lessons/l08-set-and-dict-in-python
+   lessons/l09-control-flow-statements-in-python
+   lessons/l10-input-print-and-files-in-python
+   lessons/l11-python-standard-library
+   challenges/python-code-challenges-basic
+   lessons/l12-function-in-python
+   lessons/l13-decorator-generator-and-lambda-with-python-functions
+   lessons/l14-recursive-functions-and-memoization-in-python
+   lessons/l15-regular-expression-in-python
+   lessons/l16-python-module-re
+   lessons/l17-object-oriented-programming-with-python
+   lessons/l18-inheritance-and-association-in-python
+   lessons/l19-metaclass-and-abstraction-in-python
+   lessons/l20-encapsulation-polymorphism-in-python
+   lessons/l21-descriptors-and-context-manager-in-python
+   lessons/l22-type-hinting-and-data-class-in-python
+   lessons/l23-traceback-and-exception-handling-in-python
+   lessons/l24-raise-exception-warning-and-assertion-in-python
+   lessons/l25-python-module-datetime
+   changelog
+   support
+   support-report
+   python-interactive
+   python-resources
+   
+|
+
+----
+
+.. figure:: /_static/logo/python-3-11.png
+    :align: center
+    :scale: 60 %
+    :alt: بروز شده با نسخه 3.11
+
+**شروع:**  فروردین ۱۳۹۴ **و**  **آخرین بروزرسانی:** اردیبهشت ۱۴۰۲ [`گزارش توسعه <changelog.html>`__] - **بروز شده با نسخه ۳.۱۱ پایتون**
+
+
+
diff --git a/source/lessons/l01-introduction-to-python.rst b/source/lessons/l01-introduction-to-python.rst
index 46b66df..0ef1069 100644
--- a/source/lessons/l01-introduction-to-python.rst
+++ b/source/lessons/l01-introduction-to-python.rst
@@ -1,213 +1,213 @@
-.. role:: emoji-size
-
-.. meta::
-   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس یکم: آشنایی با پایتون
-   :keywords: معرفی پایتون, تاریخچه پایتون, کارایی پایتون, نسخه های پایتون, ویژگی های پایتون, آشنایی با پایتون, آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون
-
-
-.. _lesson-01: 
-
-درس ۰۱: آشنایی با زبان برنامه‌نویسی پایتون
-=================================================
-
-.. figure:: /_static/pages/01-python-introduction.jpg
-    :align: center
-    :alt: آشنایی با زبان برنامه نویسی پایتون
-    :class: page-image
-
-    Photo by `Michael Olsen <https://unsplash.com/photos/-djS1aPrSr4>`__
-  
-
-این درس با بیان تاریخچه ایجاد **زبان برنامه‌نویسی پایتون** شروع و با توصیفی کوتاه و شرح ویژگی‌های آن ادامه می‌یابد؛ در شرح ویژگی‌ها سعی شده است کمی نیز توضیحات غیرپایتونی برای درک بهتر موضوعات ارایه گردد. همچنین در مورد کارایی پایتون و سابقه نسخه‌های آن نیز صحبت شده است. هدف این درس ایجاد یک پیش‌زمینه‌ بدون ابهام از پایتون است! به این امید که مفید باشد و بتواند شما را به یادگیری این زبان تشویق کند :emoji-size:`😉`.
-
-
-
-:emoji-size:`✔` سطح: پایه
-
-----
-
-.. contents:: سرفصل‌ها
-    :depth: 2
-
-----
-
-
-.. _python-history: 
-
-تاریخچه
----------
-
-داستان [#f1]_ پایتون از اواخر سال ۱۹۸۲ میلادی آغاز می‌شود، سالی که آقای `روسوم <http://www.python.org/~guido/>`_ پس از پایان دانشگاه به عنوان یک برنامه‌نویس وارد تیم توسعه‌ زبان ABC در مرکز `CWI <http://en.wikipedia.org/wiki/Centrum_Wiskunde_%26_Informatica>`_ واقع در آمستردام هلند می‌شود. `ABC <http://en.wikipedia.org/wiki/Abc_programming_language>`_ یک زبان برنامه‌نویسی تفسیر‌شده (Interpreted) با اهداف آموزشی است که از اواخر دهه هفتاد میلادی، تحت پروژه‌ای در این مرکز آغاز شده بود. وی چهار یا پنج سال بعد، زمانی که از پروژه‌ زبان ABC نتیجه‌ مطلوب حاصل نمی‌گردد از آن خارج و به تیم توسعه‌ `سیستم عامل آمیب <http://en.wikipedia.org/wiki/Amoeba_(operating_system)>`_ می‌پیوندد. این موضوع از آن جهت دارای اهمیت است که در هنگام کار بر روی این سیستم عامل بود که آقای روسوم به فکر ایجاد یک زبان اسکریپتی (Scripting Language) جدید می‌افتد.
-
-در دسامبر سال ۱۹۸۹ میلادی، تعطیلات کریسمس فرصتی می‌شود تا آقای روسوم به ایده سرگرم کننده‌ [#f2]_ خود بپردازد. البته پس از آن نیز زمان زیادی از وقت‌های آزاد خود را برای پیشرفت پروژه‌ای که ”Python“ نامیده بود صرف می‌کند. در این مسیر، تجربه‌ کار بر روی زبان ABC و همینطور مطالعات وی بر روی زبان‌ `Modula-3 <http://en.wikipedia.org/wiki/Modula-3>`_ نقش فراوانی داشته است، در‌ واقع او یک نسخه‌ شخصی از بخش‌های مورد علاقه‌ خود از ABC ایجاد نمود. او یک ماشین مجازی ساده، یک تجزیه‌کننده (پارسرParser) ساده و یک سیستم زمان‌اجرا (Runtime System) ساده ایجاد کرد؛ یک زبان با نحو (سینتکس Syntax) اولیه که از تو‌رفتگی (Indentation) برای بلاک‌بندی بهره می‌برد و از انواع داده [#f3]_ دیکشنری، لیست، رشته و اعداد پشتیبانی می‌کرد و بر خلاف ABC توسعه‌پذیر می‌بود.
-
-یک سال بعد آقای روسوم از پایتون در پروژه‌ آمیب استفاده می‌کند؛ نتیجه‌ مطلوب و نیز بازخورد آن در بین همکارانش موجب می‌شود تا وی به بسیاری از بهینه سازی‌های اولیه در پایتون اقدام نماید. این روند ادامه می‌یابد تا اینکه سرانجام در ماه دوم از سال ۱۹۹۱ میلادی این زبان را با نسخه 0.9.0 و تحت پروانه‌ای مشابه با پروانه‌ `MIT <http://en.wikipedia.org/wiki/MIT_License>`_ از طریق یکی از «گروه‌های خبری»  (یوزنت Usenet) با عنوان `alt.sources <http://www.faqs.org/faqs/alt-sources-intro>`_ منتشر می‌سازد که با استقبال بالایی نیز رو به رو می‌گردد.
-
-.. pull-quote::
-
-    "Python version 0.9.0 is released"
-
-منشا انتخاب نام پایتون توسط آقای روسوم برخلاف تصور عمومی یا آنچه که از لوگوی آن مشاهده می‌شود به نوع خاصی از مار مربوط نمی‌شود!؛ در حقیقت این نام برگرفته از یک سریال کمدی تولید انگلستان با عنوان ”`Monty Python's Flying Circus <http://en.wikipedia.org/wiki/Monty_Python%27s_Flying_Circus>`_“ می‌باشد که پخش اصلی آن در طی سال‌های ۱۹۶۹ تا ۱۹۷۴ میلادی از شبکه‌ BBC One بوده است.
-
-
-.. _python-introduction: 
-
-توصیفی کوتاه
---------------
-سادگی و خوانایی از ویژگی‌های بارز زبان برنامه‌نویسی پایتون است، آنچنان ساده که حتی کودکان نیز قادر به آموختن آن هستند و قدرت در کنار این سادگی و خوانایی، معجزه‌ پایتون می‌باشد. از نگاه هر برنامه‌نویسی، برنامه‌های پایتون مجموعه‌ای از سطرهای منظم هستند، بدون هیچ آشفتگی و پیچیدگی. این زبان به جای این که برنامه‌نویس را درگیر فهم ساختارش کند، به ابزاری قدرتمند برای تحقق تمام آنچه که در فکر اوست تبدیل می‌شود، اگر در اجرای نخست کدهای پایتون خود هیچ خطایی نگرفتید؛ تعجب نکنید! و اگر هم گرفتید، خوشحال باشید!. این زبان به شدت دوست داشتنی است :emoji-size:`😍`. `ilovepython# <https://twitter.com/hashtag/ilovepython>`_
-
-زبان برنامه‌نویسی پایتون همانطور که اشاره شد در سال ۱۹۹۱ میلادی توسط آقای روسوم خلق شده و توسعه‌ آن نیز زیر نظر مستقیم اوست. آقای روسوم زاده‌ سال ۱۹۵۶ میلادی و نخستین دارنده‌ عنوان `BDFL <http://en.wikipedia.org/wiki/Benevolent_dictator_for_life>`_ (دیکتاتور خیرخواه جاویدان)‌ است. او پس از حضور در شرکت‌های گوگل و دراپ‌باکس، هم اکنون (سال 2023) در مایکروسافت مشغول به فعالیت است. `(صفحه شخصی) <https://gvanrossum.github.io/>`_
-
-توسعه‌ پایتون با عصر توسعه و محبوبیت زبان‌های متن باز دیگری همچون Perl و Ruby هم‌ زمان بوده که این امر به پیشرفت و توسعه‌ آن کمک زیادی کرده است.
-
-پایتون یک جامعه‌ کاربری بسیار بزرگ و پویا به همراه خود دارد که عامل پیشرفت و توسعه‌ بسیار مهمی برای هر زبان برنامه‌نویسی به شمار می‌رود. این جامعه هر ساله با برپایی `همایش‌های گوناگون <http://wiki.python.org/moin/PythonConferences>`_ در سراسر جهان به تبادل آموخته‌ها می‌پردازد. یکی از رایج‌ترین این همایش‌ها `PyCon <http://www.pycon.org/>`_ (پای‌کان) می‌باشد که هر ساله در سراسر جهان برگزار می‌شود.
-
-این زبان علاوه بر اینکه در توسعه برنامه‌های کاربردی زیادی به کار گرفته شده است، توسط شرکت یا سازمان‌های مطرح زیادی نیز در امور گوناگون در حال استفاده است که از جمله این موارد می‌توان به: reddit ،Pinterest ،Instagram (شبکه‌های اجتماعی) / Google (موتور جستجوگر و نیز سرویس‌های یوتیوب و نقشه) / Yahoo (سرویس نقشه) / IBM ،Intel ،Cisco ،Seagate (تست سخت‌افزار) / Netflix ،Spotify ،Uber ،Facebook ،Amazon ،Microsoft (تحلیل داده و ماشین لرنینگ) / Dropbox (سرویس میزبانی ابری فایل) / EVE Online (بازی‌های آنلاین) / NASA ،Los Alamos (امور علمی) / iRobot (رباتیک) / Pixar ،Industrial Light and Magic ،Disney (ساخت فیلم‌های انیمیشن) / BitTorrent (اشتراک فایل نظیر به نظیر) / CIA (وب‌سایت) / PayPal (سیستم انتقال پول آنلاین) / Mercurial (سیستم کنترل نسخه) / ESRI (نقشه‌برداری در برنامه GIS) و بسیاری دیگر [#f4]_ اشاره نمود. `(پایتون در stackshare) <http://stackshare.io/python>`_
-
-
-.. _python-interpreter: 
-
-مفسر زبان پایتون
------------------
-
-تنها زبان قابل فهم و اجرا برای هر ماشین (یا رایانه‌)، زبان ماشین (Machine Language) خاص آن است که متناسب با معماری پردازنده آن تعیین می‌شود. درک و پیاده‌سازی این زبان برای انسان کاری طاقت فرساست، از این رو با پیشرفت دانش پردازش داده، زبان‌های دیگر برنامه‌نویسی که به زبان انسان نزدیک‌تر  هستند، توسعه یافته که تمامی آن‌ها پیش از  اجرا می‌بایست به زبان ماشین ترجمه شوند. چگونگی فرآیند این ترجمه، عاملی است که سبب تفاوت زبان‌های برنامه‌نویسی و کاربرد آن‌ها شده است. عمل ترجمه برای کدهای اسمبلی توسط اسمبلر (`Assembler <http://en.wikipedia.org/wiki/Assembly_language#Assembler>`_) و برای باقی زبان‌ها توسط کامپایلر (`Compiler <http://en.wikipedia.org/wiki/Compiler>`_) یا مفسر (`Interpreter <http://en.wikipedia.org/wiki/Interpreter_(computing)>`_) انجام می‌پذیرد.
-
-
-یک کامپایلر (در زبان‌های کامپایلری مانند C) تمامی سطرهای سورس کد برنامه را به صورت یکجا خوانده و سپس با ساخت یک فایل جدید و مستقل از سورس کد با نام «کد مقصد یا آبجکت کد» (Object Code) یا فایل اجرایی (Executable) عمل ترجمه به زبان ماشین را پایان می‌بخشد. خروجی حاصل از کامپایلر توانایی هر چند بار اجرا در رایانه مقصد، بدون نیاز به کامپایل دوباره را دارد، اما فاقد حمل‌پذیری بوده و برای اجرا در ماشینی با معماری متفاوت نیازمند کامپایل دوباره با یک کامپایلر سازگار می‌باشد. البته این ضعف در زبان‌هایی به مانند Java ‌با ایجاد بایت‌کد (ByteCode) کاملا از بین رفته است. در طرفی دیگر، یک مفسر (در زبان‌های تفسیر‌ی) سورس کد برنامه را به صورت سطر به سطر می‌خواند و هر سطر را به صورت جداگانه به زبان ماشین ترجمه و سپس بلافاصله آن را اجرا می‌کند. به این صورت که هنگامی یک سطر در حال اجراست در همان لحظه سطر بعدی در حال ترجمه به زبان ماشین می‌باشد. برنامه‌های نوشته شده با زبان‌های برنامه‌نویسی تفسیر‌ی برای هر بار اجرا در رایانه هدف نیاز به تفسیر دوباره دارند. این تفاوت عملکرد گرچه باعث کاهش سرعت اجرای زبان‌های تفسیر‌ی نسبت به کامپایلری می‌شود ولی خواندن سطر به سطر کدها در مفسر علاوه بر قابلیت تشخیص خطای بهتر، این امکان را بوجود می‌آورد که بتوان حتی در زمان اجرا نیز سورس کد را ویرایش و تغییر داد. این دسته از زبان‌ها در مواقعی که پیوسته نیاز به ویرایش کد و اعمال تغییر است، بسیار مورد توجه قرار گرفته‌اند.
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-**پایتون** در دسته زبان‌های تفسیری قرار می‌گیرد که در ادامه با خصوصیات آن بیشتر آشنا خواهید شد. کدها و دستورات تهیه شده به این زبان برای به اجرا درآمدن توسط پردازنده (CPU) ماشین به یک مفسر نیاز دارد. تا‌کنون پیاده‌سازی‌های گوناگونی و با اهداف متفاوتی از مفسر پایتون توسعه یافته است. در این بین، CPython (سی‌پایتون) پیاده‌سازی استاندارد و رسمی مفسر پایتون می‌باشد که با استفاده از زبان برنامه‌نویسی C توسعه می‌یابد. توسط CPython می‌توان علاوه بر کدهای پایتون، کدهای توسعه یافته به‌‌ زبان‌های C و ++C را نیز در قالب یک پروژه به اجرا درآورد.
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-از دیگر پیاده‌سازی های مهم مفسر پایتون می‌توان به `Jython <http://www.jython.org/>`_ (خاص ماشین مجازی جاوا)، `IronPython <http://ironpython.net/>`_ (خاص چارچوب NET. مایکروسافت)، `PyPy <http://pypy.org/>`_ (با هدف سرعت اجرای بیشتر)، `Stackless <http://www.stackless.com/>`_ (با هدف اجرای بهتر برنامه‌های چند‌نخی - Multithread) اشاره نمود. [#f5]_
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-با این توضیحات اکنون می‌دانیم که مفسر پایتون وظیفه خواندن سورس کد برنامه، ترجمه به زبان ماشین و در نهایت اجرای آن را برعهده دارد. عمل ترجمه و اجرای سورس کد توسط CPython که مورد توجه این کتاب است، در دو مرحله متوالی زیر خلاصه می‌شود:
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-۱- کامپایل یا ترجمه سورس کد به بایت‌کد (ByteCode)
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-۲- تفسیر بایت‌کد به زبان ماشین و اجرای آن
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-به این صورت که ابتدا سورس کد برنامه‌ به یک زبان میانی نزدیک به زبان ماشین با نام بایت‌کد ترجمه می‌شود و سپس بایت‌کد حاصل به ماشین مجازی (Virtual Machine) - به عنوان موتور زمان‌اجرای پایتون - فرستاده و در آن تفسیر و اجرا می‌گردد.
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-.. note::
-    با این که پایتون (پیاده‌سازی CPython) به عنوان یک زبان تفسیر‌ی شناخته می‌شود ولی در زمان‌اجرا (RunTime) کدها را یکبار به بایت‌کد ترجمه می‌کند (با استفاده از یک کامپایلر).
-
-
-.. note::
-    ماشین مجازی پایتون (CPython VM) به صورت یک حلقه تکرار است که دستورات بایت‌کد را یکی یکی می‌خواند، به زبان ماشین تفسیر و بلافاصله اجرا می‌کند.
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-مفسر پایتون همچنین وظیفه اختصاص و آزاد‌سازی حافظه (Memory) را به عهده دارد. CPython، برای آزاد‌سازی حافظه از روش «شمارش ارجاع» (`Reference Counting <https://en.wikipedia.org/wiki/Reference_counting>`_) استفاده می‌کند. 
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-.. _python-features: 
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-ویژگی‌ها
----------
-**پایتون** یک زبان برنامه‌نویسی رایگان، متن باز (Open Source) و با بیانی کامل‌تر، **آزاد** است که هم‌‌اکنون (یعنی از نسخه‌ 2.1 و جدیدتر) پروانه‌ آن توسط «بنیاد نرم‌افزار پایتون» `PSF <http://www.python.org/psf>`_ اداره می‌گردد. پروانه‌ پایتون سازگار با پروانه‌ `GPL3 <http://en.wikipedia.org/wiki/GNU_General_Public_License>`_ است، با این حال به برنامه‌نویس این اجازه را می‌دهد که بتواند برنامه‌ای با سورس بسته (Closed Source) تولید نماید.
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-زبان پایتون از اجزای بسته نرم‌افزاری LAMP نیز به شمار می‌رود. این بسته عبارت است از: Linux ~ سیستم عامل / Apache ~ وب سرور / MySQL یا MariaDB ~ پایگاه‌ داده / Python یا Perl یا PHP ~ زبان برنامه‌نویسی.
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-این زبان خیلی پیش‌تر از آنکه حتی `Eric Raymond <http://en.wikipedia.org/wiki/Eric_S._Raymond>`_ و `Bruce Perens <http://en.wikipedia.org/wiki/Bruce_Perens>`_ از Open Source صحبت کنند، متن باز بوده است.
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-**پایتون** یک زبان برنامه‌نویسی همه منظوره (General-Purpose) است به این معنی که می‌توان از آن در توسعه طیف گسترده‌ای از انواع برنامه‌ها در حوزه‌های نرم‌افزاری گوناگون بهره برد؛ از جمله در توسعه برنامه‌های تحت وب و  برنامه‌هایی با قابلیت «واسط گرافیکی کاربر» (`GUI <http://en.wikipedia.org/wiki/Graphical_user_interface>`_).
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-**پایتون** یک زبان برنامه‌نویسی به همراه مجموعه‌ بزرگی از قابلیت‌های از پیش آماده و قابل حمل است که به عنوان کتابخانه‌ استاندارد آن شناخته می‌شود. همچنین در کنار این کتابخانه‌ می‌توان از طیف بسیار وسیعی از کتابخانه‌های شخص ثالث (Third-Party) پایتون [#f6]_ نیز بهره برد. کتابخانه‌های شخص ثالث ابزارهای مفیدی را در امور فروانی همچون: برنامه‌نویسی علمی ~ SciPy / پردازش زبان‌های طبیعی ~ NLTK / ارتباط درگاه سریال ~ PySerial / ایجاد بازی ~ PyGame ،Pyglet ،PyOpenGL ،PySoy / هوش مصنوعی و ماشین لرنینگ ~ PyBrain ،TensorFlow ،PyTorch ،NumPy ،Pandas ،Matplotlib / ایجاد وب سایت ~ Django ،Flask ،Bottle ،CherryPy / پردازش تصویر ~ PIL/Pillow ،PythonMagick / واسط گرافیکی کاربر ~ PyGtk ،PyQt ،WxPython / کار با اسناد rdflib ~ pdf / رمزنگاری ~ PyCrypto ،pyOpenSSL ،cryptography و بسیاری دیگر... که مدام در حال توسعه هستند و بر تعداد و تنوع آن‌ها نیز افزوده می‌شود را در اختیار برنامه‌نویسان پایتون قرار می‌دهند.
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-**پایتون** یک زبان برنامه‌نویسی پویا (Dynamic) است. این زبان شباهت‌هایی با Perl ،Ruby ،PHP یا دیگر زبان‌های برنامه‌نویسی پویا دارد. در این نوع زبان‌ها بر‌خلاف زبان‌های ایستا (Static) مانند C++ ،C و Java نیازی به تعریف صریح نوع متغیرها [#f7]_ (Variables) نیست و همچنین نوع متغیر در طول برنامه قابل تغییر است. در زبان‌های پویا متغیرها از خود نوعی ندارند و تصمیم گیری برای تخصیص نوع در «زمان اجرا» (RunTime) انجام می‌پذیرد.
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-با اینکه پایتون یک زبان پویاست ولی در عین حال یک زبان «وابسته شدید به نوع» (Strongly Typed) نیز می‌باشد. در این نوع زبان‌ها (به مانند Java) تغییر خودکار نوع داده انجام نمی‌شود؛ به عنوان نمونه چنانچه در پایتون عمل جمع بین یک نوع داده عددی مانند ``3`` و یک نوع داده غیر عددی مانند ``"7"`` صورت گیرد، یک Exception یا استثنای ``TypeError`` گزارش می‌گردد. در مقابل، زبان‌های «وابسته ضعیف به نوع» (Weak Typed) قرار دارند؛ در این زبان‌ها (به مانند Perl) نوع بر حسب موقعیت به صورت خودکار تغییر داده می‌شود. در این مورد زبان‌های برنامه‌نویسی رفتارهای متفاوتی دارند،‌ به عنوان نمونه حاصل عبارت ``"7" + 3`` در زبان Perl با تبدیل (Convert)‌ خودکار نوع داده غیر عددی ``"7"`` به عدد (``7``)، مقدار ``10`` محاسبه می‌گردد.
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-.. tip::
-    استثنا‌ در واقع وضعیت یا خطایی (Error) است که در برنامه پیش‌بینی شده و بروز آن‌ به مانند یک اعتراض گزارش می‌شود. از طرفی در برنامه برای هر اعتراض، چگونگی رسیدگی به آن نیز تعریف می‌شود.
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-**پایتون** یک زبان برنامه‌نویسی سطح بالا (High-Level) به مانند C ،Ruby ،PHP و Java است که به وسیله‌ آن عمل برنامه‌نویسی به آسانی و با سرعتی بالا انجام می‌پذیرد و بر‌خلاف زبان برنامه‌نویسی سطح پایینی (Low-Level) مانند Assembly، برنامه‌نویس را درگیر مسایل خاص موجود در این سطح به مانند کار با ثبات‌ها (Registers)، آدرس‌های حافظه و غیره... نمی‌سازد.
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-.. tip::
-    بر اساس یک دسته‌بندی رایج [#f9]_، زبان‌های برنامه‌نویسی را می‌توان به نسبت درگیر ساختن برنامه‌نویس با مفاهیم سخت‌افزاری یا میزان سطح انتزاع (Abstraction) برنامه‌نویس از سخت‌افزار، در دو سطح دسته‌بندی نمود: ۱. پایین ~ زبان ماشین و Assembly (اسمبلی) ۲. بالا ~ Java ،C++ ،C و غیره... 
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-.. note::
-    میزان انتزاع تمام زبان‌های برنامه‌نویسی سطح بالا به یک نسبت نمی‌باشد؛ به عنوان نمونه میزان انتزاع زبان پایتون بیشتر از Java و سطح انتزاع Java نیز بسیار بیشتر از زبان C است:
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-    Machine < Assembly < C < C++ < Java < Python
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-
-**پایتون** یک زبان برنامه‌نویسی چند‌ الگویی (Multi-Paradigm) است و برنامه‌نویس را مجبور به رعایت الگوی خاصی نمی‌کند. این زبان از الگوهای: دستوری (`Imperative <http://en.wikipedia.org/wiki/Imperative_programming>`_) یا رویه‌ای (`Procedural <http://en.wikipedia.org/wiki/Procedural_programming>`_)، تابعی (`Functional <http://en.wikipedia.org/wiki/Functional_programming>`_) و شی‌گرایی (`Object-Oriented <http://en.wikipedia.org/wiki/Object-oriented_programming>`_) پشتیبانی می‌کند؛ البته همانظور که گفته شد نمی‌توان پایتون را به صورت خالص (Pure) متعلق به هر یک از این الگوها دانست [#f10]_.
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-جدا از پشتیبانی الگوی برنامه‌نویسی شی‌گرا، ساختار پایتون به صورت کامل شی‌گراست و هر چیزی در این زبان یک شی (Object) است؛ در آینده بیشتر در این مورد صحبت خواهیم کرد.
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-**پایتون** یک زبان برنامه‌نویسی توسعه‌پذیر (Extensible) است. کدهای نوشته شده با پایتون را می‌توان به دیگر سورس کدهای این زبان افزود و همچنین می‌توان از کتابخانه‌ها و کدهای نوشته شده با دیگر زبان‌های برنامه‌نویسی در میان کدهای پایتون استفاده کرد (مانند C و ++C در پیاده‌سازی CPython یا Java در پیاده‌سازی Jython).
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-**پایتون** دارای دستور زبانی تمیز و خوانایی (Readability) بالای کد است. خوانایی در طراحی پایتون مورد تاکید بوده و در کنار شی‌گرایی از مهم‌ترین ویژگی‌های یک کد به جهت استفاده مجدد می‌باشد. پایتون به مانند زبان ABC از روش «تو‌رفتگی» بوسیله‌ فضاهای خالی برای بلاک‌بندی [#f12]_ استفاده می‌کند. در پایتون اجباری به استفاده از نقطه ویرگول (Semicolon) ``;`` و برخی پرانتز گذاری‌ها نمی‌باشد و البته وجود انواع داده (Data Types) متنوع و نیز پویایی پایتون موجب کمتر شدن حجم کد‌نویسی و صرفه‌جویی در زمان توسعه نسبت به زبان‌هایی به مانند C++ ،C و حتی Java می‌شود. `تحقیقات <http://www.python.org/doc/essays/comparisons>`_ نشان می‌دهند: کاری که یک برنامه‌نویس پایتون می‌تواند در مدت زمان دو ماه به انجام برساند، دو برنامه‌نویس ++C در مدت یک سال قادر به تکمیل آن نخواهند بود!
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-**پایتون** یک زبان حساس به حرف (Case Sensitive) است. در این نوع زبان‌ها (مانند C ،C++ ،Java ،Perl و غیره...) بین حروف کوچک (Lowercase) و بزرگ (Uppercase) به مانند a و A تفاوت وجود دارد. با توجه به این موضوع، مفسر پایتون بین کلمات True ،true و TRUE تمایز می‌گذارد.
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-.. _python-performance: 
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-کارایی
---------
-معمولا افراد در مواجه با یادگیری زبان پایتون نگرانی‌هایی در مورد کارایی (Performance) برنامه‌های توسعه یافته با این زبان خواهند داشت به خصوص در جایگاه مقایسه با زبان Java، به هر حال پایتون یک زبان تفسیری است و در اجرا سرعت کمتری نسبت به زبان‌های کامپایلی مانند C و Java خواهد داشت. معمولا کارایی بالا برابر با سرعت بالاست ولی قضاوت در مورد کارایی به این سادگی درست نیست!
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-در هر پروژه‌ای بسته به چیزی که می‌خواهیم می‌بایست انتخاب نماییم. اگر مبنای کارایی برای یک پروژه در سرعت بالای اجرا باشد (مانند برنامه‌های سیستمی)؛‌ زبان C همیشه بهترین انتخاب است ولی اگر مبنا در سرعت بالای توسعه و صرفه جویی در منابع از جمله هزینه باشد انتخاب مناسب پایتون است. گاهی نیز بهترین کارایی با استفاده ترکیبی از زبان‌های متفاوت به دست می‌آید.
-
-در بسیاری از کاربردها سرعت پایتون کاملا قابل قبول است، وجود بایت‌کد‌ موجب افزایش سرعت در اجراهای بعدی برنامه می‌شود و نکات برنامه‌نویسی زیادی برای بهبود سرعت اجرا در پایتون وجود دارد که در این کتاب به تدریج اشاره خواهد شد. نباید فراموش کرد که یکی از مهمترین عامل‌های کارایی داشتن الگوریتمی بهینه است و البته نوشتن ماژول‌ها به زبان C نیز باعث افزایش قابل توجه سرعت اجرای پایتون می‌شود - `پایتون کند است اگر اشتباه استفاده شود <http://apenwarr.ca/diary/2011-10-pycodeconf-apenwarr.pdf>`_ - با این وجود در حالت عادی اگر هزار مورد وجود داشته باشد که پایتون برای آن‌ها بهترین انتخاب باشد، رقابت در سرعت یکی از آن‌ها نخواهد بود و برای توسعه برنامه‌هایی که سرعت اجرا نقش بسیار تعیین کننده‌‌ای دارد باید از زبان‌های دیگری استفاده نمایید.
-
-لازم است به این نکته هم توجه داشته باشیم که تمام این صحبت‌ها در مورد پیاده‌سازی CPython از زبان پایتون بوده و پیاده‌سازی‌های دیگری نیز از زبان پایتون با هدف سرعت بالای اجرا (به مانند `PyPy <http://pypy.org/>`_) توسعه یافته است.
-
-.. _python-versions: 
-
-نسخه‌ها
--------
-
-در یک سیر تاریخی، نسخه‌ پایدار 2.0 در شانزدهم اکتبر سال ۲۰۰۰ میلادی و در ادامه‌ نسخه 1.6 منتشر (Release) می‌شود؛ پس از آن نیز توسعه‌ پایتون به همان صورت پیشین ادامه می‌یابد تا این که در دسامبر سال ۲۰۰۸ میلادی نسخه‌ای از پایتون با شماره‌ 3.0 که از آن با عنوان ”Python 3000“ یا ”Py3K“ نیز یاد می‌شود، با رویکرد شکستن «سازگاری با نسخه‌های پیشین» (`Backward Compatibility <http://en.wikipedia.org/wiki/Backward_compatibility>`_) منتشر می‌گردد. به بیان دیگر: مفسر نسخه‌های جدید (3x) پایتون قادر به اجرای سورس کدی که بر پایه‌ مفسر نسخه‌های پیشین تهیه شده است، نخواهد بود. (که این اتفاق در جامعه پایتون بسیار بحث برانگیز بوده و هست!)
-
-ظاهرا آقای روسوم خیلی پیش از این زمان نیاز به ایجاد یک سری تغییرات در ساختار و سینتکس این زبان را احساس کرده بود. شاید نخستین نشانه‌ از لزوم ایجاد تغییرات در پایتون را بتوان از صحبت‌های ایشان در همایش متن باز اوریلی (OSCON) سال ۲۰۰۲ با عنوان «پشیمانی‌های پایتون» (`Python Regrets <http://legacy.python.org/doc/essays/ppt/regrets/PythonRegrets.pdf>`_) دریافت کرد. به هر صورت تیم توسعه‌ پایتون در پی رفع این نیاز، از بین حفظ گذشته‌ پایتون و پایبندی به فلسفه‌ سادگی آن؛ دومی را انتخاب می‌کند، ویژگی‌های کهنه کنار گذاشته و ویژگی‌های جدید جایگزین می‌گردند.
-
-با انتشار یک نسخه‌ جدید به صورت معمول می‌بایست توسعه‌ نسخه‌ قدیمی متوقف شود، ولی از آنجا که زیر‌ساخت شرکت‌های بزرگی به پایتون وابسته بوده (مانند Google) و ارتقا نسخه برای آن‌ها حداقل بسیار زمان‌بر خواهد شد، برنامه‌ها و کتابخانه‌های کوچک و بزرگ بسیار زیادی توسط کاربران جامعه‌ پایتون برای نیاز‌های ریز و کلان گوناگونی توسعه یافته بود که سازگار شدن تمام آن‌ها با نسخه‌ جدید پایتون در یک فاصله زمانی کوتاه بعید به نظر می‌رسید و از همه مهم‌تر خود برنامه‌نویسان پایتون قرار داشتند که پس از سال‌ها مجبور به پذیرش تغییرات شده بودند؛ تیم توسعه‌ پایتون، برای پر کردن شکاف به وجود آمده در پایتون یا به بیانی هموار کردن مسیر مهاجرت به نسخه‌ جدید پایتون،‌ علاوه بر اینکه از پیش سعی کرده بود تا ویژگی‌های جدید و سینتکس نسخه‌ 3.0 را به نسخه‌ 2.6 (که دو ماه زودتر منتشر شده بود) پورت (Port) کند، به توسعه‌ نسخه قدیمی پایان نمی‌دهد و نسخه‌ دیگری را با شماره‌ 2.7 در سوم جولای ۲۰۱۰، تقریبا یک سال پس از انتشار نسخه‌ 3.1 به همراه بسیاری از ویژگی‌های جدید آن منتشر می‌سازد.
-
-بر طبق سند [#f13]_ `PEP 404 <http://www.python.org/dev/peps/pep-0404>`_، هرگز نسخه‌ای با شماره‌ 2.8 به صورت رسمی منتشر نخواهد شد و نسخه‌ 2.7 با یک پشتیبانی طولانی مدت، نقطه‌ پایان نسخه‌ قدیمی پایتون خواهد بود. ابتدا قرار شد از این نسخه به مدت پنج سال پشتیبانی (تلاش برای رفع باگ‌ها) شود ولی کمی مانده تا پایان، این زمان به ده سال یعنی تا سال ۲۰۲۰ افزایش یافت.
-
-نسخه‌ پایدار (Stable) پایتون با قالب A.B.C؛ مانند 3.4.2 شماره‌‌گذاری و منتشر می‌شود. عدد A، بخش اصلی (Major) شماره نسخه است و زمانی افزایش می‌یابد که واقعا تغییرات بزرگ و زیادی در زبان پایتون ایجاد شده باشد. عدد B، بخش جزئی (Minor) شماره نسخه را نشان می‌دهد و با ایجاد یک سری تغییرات مهم در زبان پایتون افزایش خواهد یافت. عموما شماره‌ نسخه‌ پایتون تنها به صورت A.B نشان داده می‌شود، زیرا عدد C تنها با رفع اشکال (Bug) احتمالی نسخه‌ منتشر شده افزایش می‌یابد (از عدد صفر) که این امر نیز شامل همه‌ نسخه‌های پایتون نمی‌شود.
-
-.. _lesson-01-footer: 
-
-پی‌نوشت
---------
-
-.. [#f1] برگرفته از نوشته‌های وبلاگ [`The History of Python <http://python-history.blogspot.com/>`_] و همینطور مصاحبه‌ [`The Making of Python <http://www.artima.com/intv/pythonP.html>`__]
-
-.. [#f2] ”...در دسامبر سال ۱۹۸۹ دنبال یک پروژه‌ برنامه‌نویسی به عنوان سرگرمی می‌گشتم تا اوقات فراغت به وجود آمده از تعطیلات کریسمس را پر کنم. دفتر کارم (یک آزمایشگاه تحقیقاتی دولتی در آمستردام) بسته بود، ولی یک رایانه‌ شخصی داشتم و چیزی بیش از این هم در اختیارم نبود. تصمیم گرفتم تا مفسری برای یک زبان اسکریپتی جدید بنویسم. قبلا در مورد آن فکر کرده بودم: از نسل زبان ABC و جذاب برای هکرهای Unix/C. نام پایتون را برای عنوان کاری این پروژه انتخاب کردم، کمی گستاخانه ( و یک طرفدار بزرگ  Monty Python’s Flying Circus)...“ - نقل از آقای روسوم [`منبع <http://www.python.org/doc/essays/foreword>`_]
-
-.. [#f3] در دروس آینده به انواع داده (Data Types) در زبان پایتون به صورت کامل پرداخته می‌شود.
-
-
-.. [#f4] برای مشاهده‌ موارد استفاده بیشتر پایتون می‌توانید به صفحه‌های [`درباره پایتون <http://www.python.org/about/success>`_] و [`ویکی پایتون <http://wiki.python.org/moin/OrganizationsUsingPython>`__] مراجعه نمایید.
-
-.. [#f5] موارد بیشتر در [`ویکی پایتون <http://wiki.python.org/moin/PythonImplementations>`__]
-
-.. [#f6] این‌ها در واقع ماژول یا کتابخانه‌هایی هستند که توسط افراد و تیم‌هایی مستقل و خارج از مجموعه‌ اصلی توسعه‌ پایتون، ایجاد و توسعه داده می‌شوند. برای دانستن بیشتر می‌توانید به [`ویکی پایتون <http://wiki.python.org/moin/OrganizationsUsingPython>`__] مراجعه نمایید.
-
-.. [#f7] متغیر در پایتون، نامی است که به یک شی (Object) در حافظه اشاره می‌کند. (در دروس آینده به آن پرداخته خواهد شد)
-
-.. [#f9] دسته‌بندی رایج دیگر، بر مبنای نسل (Generation) است. زبان‌های نسل اول زبان‌های ماشین، نسل دوم زبان‌های اسمبلی، نسل سوم زبان‌های سطح بالایی مانند C# ،C++ ،C ،Lisp ،Cobol ،Fortran و Java هستند. زبان‌های نسل چهارم آن‌هایی هستند که برای کاربرد‌هایی خاص طراحی شده‌اند مانند NOMAD برای تولید گزارش، SQL برای پرس و جوهای (Queries) پایگاه‌ داده و Postscript برای قالب‌بندی متن. اصطلاح زبان نسل پنجم به زبان‌های مبتنی بر منطق و شرط (logic- and constraint-based) مانند Prolog و OPS5 گفته می‌شود. (آورده شده از کتاب: کامپایلرها... نوشته Aho و...، ویرایش دوم، صفحه ۱۳) - زبان پایتون یک زبان همه منظوره است و در دسته زبان‌های نسل سوم قرار می‌گیرد،‌ هر چند که نسبت به برخی از زبان‌های این نسل سطح بالاتری دارد.
-
-.. [#f10] با توجه به نوشته‌ Jeremy Jones با عنوان `Python's (Weak) Functional Programming Paradigm <http://archive.oreilly.com/pub/post/pythons_weak_functional_progra.html>`_.
-
-.. [#f12]  برای نمونه: این کار در زبان Pascal توسط کلمات Begin و End، در زبان‌های C و Java توسط آکولاد ``{ }`` صورت می‌گیرد.
-
-.. [#f13] PEPs یا Python Enhancement Proposals (طرح‌های توسعه‌ پایتون) در واقع مجموعه اسنادی است که تیم توسعه‌ پایتون از آن‌ها برای توصیف شیوه‌ طراحی، ویژگی‌های جدید یا منطق، فرآیند و راهبردهای آینده پایتون استفاده می‌کنند. فهرست: `PEP 0 <http://www.python.org/dev/peps>`_ 
-
-    در این میان شیوه استاندارد کد‌نویسی در زبان پایتون توسط سندی با نام `(PEP8 (Style Guide for Python Code <http://www.python.org/dev/peps/pep-0008>`_ بیان می شود که به تدریج در دروس آتی بیان خواهد شد. این سند قالب کدنویسی که هر برنامه‌نویس حرفه‌ای پایتون انتظار دارد از کدهای شما ببیند را ترسیم می‌کند.
-
-
-
-
-|
-
-----
-
-:emoji-size:`😊` امیدوارم مفید بوده باشه
-
-  
-
-
-
+.. role:: emoji-size
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس یکم: آشنایی با پایتون
+   :keywords: معرفی پایتون, تاریخچه پایتون, کارایی پایتون, نسخه های پایتون, ویژگی های پایتون, آشنایی با پایتون, آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون
+
+
+.. _lesson-01: 
+
+درس ۰۱: آشنایی با زبان برنامه‌نویسی پایتون
+=================================================
+
+.. figure:: /_static/pages/01-python-introduction.jpg
+    :align: center
+    :alt: آشنایی با زبان برنامه نویسی پایتون
+    :class: page-image
+
+    Photo by `Michael Olsen <https://unsplash.com/photos/-djS1aPrSr4>`__
+  
+
+این درس با بیان تاریخچه ایجاد **زبان برنامه‌نویسی پایتون** شروع و با توصیفی کوتاه و شرح ویژگی‌های آن ادامه می‌یابد؛ در شرح ویژگی‌ها سعی شده است کمی نیز توضیحات غیرپایتونی برای درک بهتر موضوعات ارایه گردد. همچنین در مورد کارایی پایتون و سابقه نسخه‌های آن نیز صحبت شده است. هدف این درس ایجاد یک پیش‌زمینه‌ بدون ابهام از پایتون است! به این امید که مفید باشد و بتواند شما را به یادگیری این زبان تشویق کند :emoji-size:`😉`.
+
+
+
+:emoji-size:`✔` سطح: پایه
+
+----
+
+.. contents:: سرفصل‌ها
+    :depth: 2
+
+----
+
+
+.. _python-history: 
+
+تاریخچه
+---------
+
+داستان [#f1]_ پایتون از اواخر سال ۱۹۸۲ میلادی آغاز می‌شود، سالی که آقای `روسوم <https://www.python.org/~guido/>`_ پس از پایان دانشگاه به عنوان یک برنامه‌نویس وارد تیم توسعه‌ زبان ABC در مرکز `CWI <https://en.wikipedia.org/wiki/Centrum_Wiskunde_%26_Informatica>`_ واقع در آمستردام هلند می‌شود. `ABC <https://en.wikipedia.org/wiki/Abc_programming_language>`_ یک زبان برنامه‌نویسی تفسیر‌شده (Interpreted) با اهداف آموزشی است که از اواخر دهه هفتاد میلادی، تحت پروژه‌ای در این مرکز آغاز شده بود. وی چهار یا پنج سال بعد، زمانی که از پروژه‌ زبان ABC نتیجه‌ مطلوب حاصل نمی‌گردد از آن خارج و به تیم توسعه‌ `سیستم عامل آمیب <https://en.wikipedia.org/wiki/Amoeba_(operating_system)>`_ می‌پیوندد. این موضوع از آن جهت دارای اهمیت است که در هنگام کار بر روی این سیستم عامل بود که آقای روسوم به فکر ایجاد یک زبان اسکریپتی (Scripting Language) جدید می‌افتد.
+
+در دسامبر سال ۱۹۸۹ میلادی، تعطیلات کریسمس فرصتی می‌شود تا آقای روسوم به ایده سرگرم کننده‌ [#f2]_ خود بپردازد. البته پس از آن نیز زمان زیادی از وقت‌های آزاد خود را برای پیشرفت پروژه‌ای که ”Python“ نامیده بود صرف می‌کند. در این مسیر، تجربه‌ کار بر روی زبان ABC و همینطور مطالعات وی بر روی زبان‌ `Modula-3 <https://en.wikipedia.org/wiki/Modula-3>`_ نقش فراوانی داشته است، در‌ واقع او یک نسخه‌ شخصی از بخش‌های مورد علاقه‌ خود از ABC ایجاد نمود. او یک ماشین مجازی ساده، یک تجزیه‌کننده (پارسرParser) ساده و یک سیستم زمان‌اجرا (Runtime System) ساده ایجاد کرد؛ یک زبان با نحو (سینتکس Syntax) اولیه که از تو‌رفتگی (Indentation) برای بلاک‌بندی بهره می‌برد و از انواع داده [#f3]_ دیکشنری، لیست، رشته و اعداد پشتیبانی می‌کرد و بر خلاف ABC توسعه‌پذیر می‌بود.
+
+یک سال بعد آقای روسوم از پایتون در پروژه‌ آمیب استفاده می‌کند؛ نتیجه‌ مطلوب و نیز بازخورد آن در بین همکارانش موجب می‌شود تا وی به بسیاری از بهینه سازی‌های اولیه در پایتون اقدام نماید. این روند ادامه می‌یابد تا اینکه سرانجام در ماه دوم از سال ۱۹۹۱ میلادی این زبان را با نسخه 0.9.0 و تحت پروانه‌ای مشابه با پروانه‌ `MIT <https://en.wikipedia.org/wiki/MIT_License>`_ از طریق یکی از «گروه‌های خبری»  (یوزنت Usenet) با عنوان `alt.sources <https://www.faqs.org/faqs/alt-sources-intro>`_ منتشر می‌سازد که با استقبال بالایی نیز رو به رو می‌گردد.
+
+.. pull-quote::
+
+    "Python version 0.9.0 is released"
+
+منشا انتخاب نام پایتون توسط آقای روسوم برخلاف تصور عمومی یا آنچه که از لوگوی آن مشاهده می‌شود به نوع خاصی از مار مربوط نمی‌شود!؛ در حقیقت این نام برگرفته از یک سریال کمدی تولید انگلستان با عنوان ”`Monty Python's Flying Circus <https://en.wikipedia.org/wiki/Monty_Python%27s_Flying_Circus>`_“ می‌باشد که پخش اصلی آن در طی سال‌های ۱۹۶۹ تا ۱۹۷۴ میلادی از شبکه‌ BBC One بوده است.
+
+
+.. _python-introduction: 
+
+توصیفی کوتاه
+--------------
+سادگی و خوانایی از ویژگی‌های بارز زبان برنامه‌نویسی پایتون است، آنچنان ساده که حتی کودکان نیز قادر به آموختن آن هستند و قدرت در کنار این سادگی و خوانایی، معجزه‌ پایتون می‌باشد. از نگاه هر برنامه‌نویسی، برنامه‌های پایتون مجموعه‌ای از سطرهای منظم هستند، بدون هیچ آشفتگی و پیچیدگی. این زبان به جای این که برنامه‌نویس را درگیر فهم ساختارش کند، به ابزاری قدرتمند برای تحقق تمام آنچه که در فکر اوست تبدیل می‌شود، اگر در اجرای نخست کدهای پایتون خود هیچ خطایی نگرفتید؛ تعجب نکنید! و اگر هم گرفتید، خوشحال باشید!. این زبان به شدت دوست داشتنی است :emoji-size:`😍`. `ilovepython# <https://twitter.com/hashtag/ilovepython>`_
+
+زبان برنامه‌نویسی پایتون همانطور که اشاره شد در سال ۱۹۹۱ میلادی توسط آقای روسوم خلق شده و توسعه‌ آن نیز زیر نظر مستقیم اوست. آقای روسوم زاده‌ سال ۱۹۵۶ میلادی و نخستین دارنده‌ عنوان `BDFL <https://en.wikipedia.org/wiki/Benevolent_dictator_for_life>`_ (دیکتاتور خیرخواه جاویدان)‌ است. او پس از حضور در شرکت‌های گوگل و دراپ‌باکس، هم اکنون (سال 2023) در مایکروسافت مشغول به فعالیت است. `(صفحه شخصی) <https://gvanrossum.github.io/>`_
+
+توسعه‌ پایتون با عصر توسعه و محبوبیت زبان‌های متن باز دیگری همچون Perl و Ruby هم‌ زمان بوده که این امر به پیشرفت و توسعه‌ آن کمک زیادی کرده است.
+
+پایتون یک جامعه‌ کاربری بسیار بزرگ و پویا به همراه خود دارد که عامل پیشرفت و توسعه‌ بسیار مهمی برای هر زبان برنامه‌نویسی به شمار می‌رود. این جامعه هر ساله با برپایی `همایش‌های گوناگون <https://wiki.python.org/moin/PythonConferences>`_ در سراسر جهان به تبادل آموخته‌ها می‌پردازد. یکی از رایج‌ترین این همایش‌ها `PyCon <https://www.pycon.org/>`_ (پای‌کان) می‌باشد که هر ساله در سراسر جهان برگزار می‌شود.
+
+این زبان علاوه بر اینکه در توسعه برنامه‌های کاربردی زیادی به کار گرفته شده است، توسط شرکت یا سازمان‌های مطرح زیادی نیز در امور گوناگون در حال استفاده است که از جمله این موارد می‌توان به: reddit ،Pinterest ،Instagram (شبکه‌های اجتماعی) / Google (موتور جستجوگر و نیز سرویس‌های یوتیوب و نقشه) / Yahoo (سرویس نقشه) / IBM ،Intel ،Cisco ،Seagate (تست سخت‌افزار) / Netflix ،Spotify ،Uber ،Facebook ،Amazon ،Microsoft (تحلیل داده و ماشین لرنینگ) / Dropbox (سرویس میزبانی ابری فایل) / EVE Online (بازی‌های آنلاین) / NASA ،Los Alamos (امور علمی) / iRobot (رباتیک) / Pixar ،Industrial Light and Magic ،Disney (ساخت فیلم‌های انیمیشن) / BitTorrent (اشتراک فایل نظیر به نظیر) / CIA (وب‌سایت) / PayPal (سیستم انتقال پول آنلاین) / Mercurial (سیستم کنترل نسخه) / ESRI (نقشه‌برداری در برنامه GIS) و بسیاری دیگر [#f4]_ اشاره نمود. `(پایتون در stackshare) <https://stackshare.io/python>`_
+
+
+.. _python-interpreter: 
+
+مفسر زبان پایتون
+-----------------
+
+تنها زبان قابل فهم و اجرا برای هر ماشین (یا رایانه‌)، زبان ماشین (Machine Language) خاص آن است که متناسب با معماری پردازنده آن تعیین می‌شود. درک و پیاده‌سازی این زبان برای انسان کاری طاقت فرساست، از این رو با پیشرفت دانش پردازش داده، زبان‌های دیگر برنامه‌نویسی که به زبان انسان نزدیک‌تر  هستند، توسعه یافته که تمامی آن‌ها پیش از  اجرا می‌بایست به زبان ماشین ترجمه شوند. چگونگی فرآیند این ترجمه، عاملی است که سبب تفاوت زبان‌های برنامه‌نویسی و کاربرد آن‌ها شده است. عمل ترجمه برای کدهای اسمبلی توسط اسمبلر (`Assembler <https://en.wikipedia.org/wiki/Assembly_language#Assembler>`_) و برای باقی زبان‌ها توسط کامپایلر (`Compiler <https://en.wikipedia.org/wiki/Compiler>`_) یا مفسر (`Interpreter <https://en.wikipedia.org/wiki/Interpreter_(computing)>`_) انجام می‌پذیرد.
+
+
+یک کامپایلر (در زبان‌های کامپایلری مانند C) تمامی سطرهای سورس کد برنامه را به صورت یکجا خوانده و سپس با ساخت یک فایل جدید و مستقل از سورس کد با نام «کد مقصد یا آبجکت کد» (Object Code) یا فایل اجرایی (Executable) عمل ترجمه به زبان ماشین را پایان می‌بخشد. خروجی حاصل از کامپایلر توانایی هر چند بار اجرا در رایانه مقصد، بدون نیاز به کامپایل دوباره را دارد، اما فاقد حمل‌پذیری بوده و برای اجرا در ماشینی با معماری متفاوت نیازمند کامپایل دوباره با یک کامپایلر سازگار می‌باشد. البته این ضعف در زبان‌هایی به مانند Java ‌با ایجاد بایت‌کد (ByteCode) کاملا از بین رفته است. در طرفی دیگر، یک مفسر (در زبان‌های تفسیر‌ی) سورس کد برنامه را به صورت سطر به سطر می‌خواند و هر سطر را به صورت جداگانه به زبان ماشین ترجمه و سپس بلافاصله آن را اجرا می‌کند. به این صورت که هنگامی یک سطر در حال اجراست در همان لحظه سطر بعدی در حال ترجمه به زبان ماشین می‌باشد. برنامه‌های نوشته شده با زبان‌های برنامه‌نویسی تفسیر‌ی برای هر بار اجرا در رایانه هدف نیاز به تفسیر دوباره دارند. این تفاوت عملکرد گرچه باعث کاهش سرعت اجرای زبان‌های تفسیر‌ی نسبت به کامپایلری می‌شود ولی خواندن سطر به سطر کدها در مفسر علاوه بر قابلیت تشخیص خطای بهتر، این امکان را بوجود می‌آورد که بتوان حتی در زمان اجرا نیز سورس کد را ویرایش و تغییر داد. این دسته از زبان‌ها در مواقعی که پیوسته نیاز به ویرایش کد و اعمال تغییر است، بسیار مورد توجه قرار گرفته‌اند.
+
+**پایتون** در دسته زبان‌های تفسیری قرار می‌گیرد که در ادامه با خصوصیات آن بیشتر آشنا خواهید شد. کدها و دستورات تهیه شده به این زبان برای به اجرا درآمدن توسط پردازنده (CPU) ماشین به یک مفسر نیاز دارد. تا‌کنون پیاده‌سازی‌های گوناگونی و با اهداف متفاوتی از مفسر پایتون توسعه یافته است. در این بین، CPython (سی‌پایتون) پیاده‌سازی استاندارد و رسمی مفسر پایتون می‌باشد که با استفاده از زبان برنامه‌نویسی C توسعه می‌یابد. توسط CPython می‌توان علاوه بر کدهای پایتون، کدهای توسعه یافته به‌‌ زبان‌های C و ++C را نیز در قالب یک پروژه به اجرا درآورد.
+
+از دیگر پیاده‌سازی های مهم مفسر پایتون می‌توان به `Jython <https://www.jython.org/>`_ (خاص ماشین مجازی جاوا)، `IronPython <https://ironpython.net/>`_ (خاص چارچوب NET. مایکروسافت)، `PyPy <https://pypy.org/>`_ (با هدف سرعت اجرای بیشتر)، `Stackless <https://www.stackless.com/>`_ (با هدف اجرای بهتر برنامه‌های چند‌نخی - Multithread) اشاره نمود. [#f5]_
+
+با این توضیحات اکنون می‌دانیم که مفسر پایتون وظیفه خواندن سورس کد برنامه، ترجمه به زبان ماشین و در نهایت اجرای آن را برعهده دارد. عمل ترجمه و اجرای سورس کد توسط CPython که مورد توجه این کتاب است، در دو مرحله متوالی زیر خلاصه می‌شود:
+
+۱- کامپایل یا ترجمه سورس کد به بایت‌کد (ByteCode)
+
+۲- تفسیر بایت‌کد به زبان ماشین و اجرای آن
+
+به این صورت که ابتدا سورس کد برنامه‌ به یک زبان میانی نزدیک به زبان ماشین با نام بایت‌کد ترجمه می‌شود و سپس بایت‌کد حاصل به ماشین مجازی (Virtual Machine) - به عنوان موتور زمان‌اجرای پایتون - فرستاده و در آن تفسیر و اجرا می‌گردد.
+
+.. note::
+    با این که پایتون (پیاده‌سازی CPython) به عنوان یک زبان تفسیر‌ی شناخته می‌شود ولی در زمان‌اجرا (RunTime) کدها را یکبار به بایت‌کد ترجمه می‌کند (با استفاده از یک کامپایلر).
+
+
+.. note::
+    ماشین مجازی پایتون (CPython VM) به صورت یک حلقه تکرار است که دستورات بایت‌کد را یکی یکی می‌خواند، به زبان ماشین تفسیر و بلافاصله اجرا می‌کند.
+
+
+مفسر پایتون همچنین وظیفه اختصاص و آزاد‌سازی حافظه (Memory) را به عهده دارد. CPython، برای آزاد‌سازی حافظه از روش «شمارش ارجاع» (`Reference Counting <https://en.wikipedia.org/wiki/Reference_counting>`_) استفاده می‌کند. 
+
+.. _python-features: 
+
+ویژگی‌ها
+---------
+**پایتون** یک زبان برنامه‌نویسی رایگان، متن باز (Open Source) و با بیانی کامل‌تر، **آزاد** است که هم‌‌اکنون (یعنی از نسخه‌ 2.1 و جدیدتر) پروانه‌ آن توسط «بنیاد نرم‌افزار پایتون» `PSF <https://www.python.org/psf>`_ اداره می‌گردد. پروانه‌ پایتون سازگار با پروانه‌ `GPL3 <https://en.wikipedia.org/wiki/GNU_General_Public_License>`_ است، با این حال به برنامه‌نویس این اجازه را می‌دهد که بتواند برنامه‌ای با سورس بسته (Closed Source) تولید نماید.
+
+زبان پایتون از اجزای بسته نرم‌افزاری LAMP نیز به شمار می‌رود. این بسته عبارت است از: Linux ~ سیستم عامل / Apache ~ وب سرور / MySQL یا MariaDB ~ پایگاه‌ داده / Python یا Perl یا PHP ~ زبان برنامه‌نویسی.
+
+این زبان خیلی پیش‌تر از آنکه حتی `Eric Raymond <https://en.wikipedia.org/wiki/Eric_S._Raymond>`_ و `Bruce Perens <https://en.wikipedia.org/wiki/Bruce_Perens>`_ از Open Source صحبت کنند، متن باز بوده است.
+
+**پایتون** یک زبان برنامه‌نویسی همه منظوره (General-Purpose) است به این معنی که می‌توان از آن در توسعه طیف گسترده‌ای از انواع برنامه‌ها در حوزه‌های نرم‌افزاری گوناگون بهره برد؛ از جمله در توسعه برنامه‌های تحت وب و  برنامه‌هایی با قابلیت «واسط گرافیکی کاربر» (`GUI <https://en.wikipedia.org/wiki/Graphical_user_interface>`_).
+
+**پایتون** یک زبان برنامه‌نویسی به همراه مجموعه‌ بزرگی از قابلیت‌های از پیش آماده و قابل حمل است که به عنوان کتابخانه‌ استاندارد آن شناخته می‌شود. همچنین در کنار این کتابخانه‌ می‌توان از طیف بسیار وسیعی از کتابخانه‌های شخص ثالث (Third-Party) پایتون [#f6]_ نیز بهره برد. کتابخانه‌های شخص ثالث ابزارهای مفیدی را در امور فروانی همچون: برنامه‌نویسی علمی ~ SciPy / پردازش زبان‌های طبیعی ~ NLTK / ارتباط درگاه سریال ~ PySerial / ایجاد بازی ~ PyGame ،Pyglet ،PyOpenGL ،PySoy / هوش مصنوعی و ماشین لرنینگ ~ PyBrain ،TensorFlow ،PyTorch ،NumPy ،Pandas ،Matplotlib / ایجاد وب سایت ~ Django ،Flask ،Bottle ،CherryPy / پردازش تصویر ~ PIL/Pillow ،PythonMagick / واسط گرافیکی کاربر ~ PyGtk ،PyQt ،WxPython / کار با اسناد rdflib ~ pdf / رمزنگاری ~ PyCrypto ،pyOpenSSL ،cryptography و بسیاری دیگر... که مدام در حال توسعه هستند و بر تعداد و تنوع آن‌ها نیز افزوده می‌شود را در اختیار برنامه‌نویسان پایتون قرار می‌دهند.
+
+**پایتون** یک زبان برنامه‌نویسی پویا (Dynamic) است. این زبان شباهت‌هایی با Perl ،Ruby ،PHP یا دیگر زبان‌های برنامه‌نویسی پویا دارد. در این نوع زبان‌ها بر‌خلاف زبان‌های ایستا (Static) مانند C++ ،C و Java نیازی به تعریف صریح نوع متغیرها [#f7]_ (Variables) نیست و همچنین نوع متغیر در طول برنامه قابل تغییر است. در زبان‌های پویا متغیرها از خود نوعی ندارند و تصمیم گیری برای تخصیص نوع در «زمان اجرا» (RunTime) انجام می‌پذیرد.
+
+با اینکه پایتون یک زبان پویاست ولی در عین حال یک زبان «وابسته شدید به نوع» (Strongly Typed) نیز می‌باشد. در این نوع زبان‌ها (به مانند Java) تغییر خودکار نوع داده انجام نمی‌شود؛ به عنوان نمونه چنانچه در پایتون عمل جمع بین یک نوع داده عددی مانند ``3`` و یک نوع داده غیر عددی مانند ``"7"`` صورت گیرد، یک Exception یا استثنای ``TypeError`` گزارش می‌گردد. در مقابل، زبان‌های «وابسته ضعیف به نوع» (Weak Typed) قرار دارند؛ در این زبان‌ها (به مانند Perl) نوع بر حسب موقعیت به صورت خودکار تغییر داده می‌شود. در این مورد زبان‌های برنامه‌نویسی رفتارهای متفاوتی دارند،‌ به عنوان نمونه حاصل عبارت ``"7" + 3`` در زبان Perl با تبدیل (Convert)‌ خودکار نوع داده غیر عددی ``"7"`` به عدد (``7``)، مقدار ``10`` محاسبه می‌گردد.
+
+.. tip::
+    استثنا‌ در واقع وضعیت یا خطایی (Error) است که در برنامه پیش‌بینی شده و بروز آن‌ به مانند یک اعتراض گزارش می‌شود. از طرفی در برنامه برای هر اعتراض، چگونگی رسیدگی به آن نیز تعریف می‌شود.
+
+
+**پایتون** یک زبان برنامه‌نویسی سطح بالا (High-Level) به مانند C ،Ruby ،PHP و Java است که به وسیله‌ آن عمل برنامه‌نویسی به آسانی و با سرعتی بالا انجام می‌پذیرد و بر‌خلاف زبان برنامه‌نویسی سطح پایینی (Low-Level) مانند Assembly، برنامه‌نویس را درگیر مسایل خاص موجود در این سطح به مانند کار با ثبات‌ها (Registers)، آدرس‌های حافظه و غیره... نمی‌سازد.
+
+.. tip::
+    بر اساس یک دسته‌بندی رایج [#f9]_، زبان‌های برنامه‌نویسی را می‌توان به نسبت درگیر ساختن برنامه‌نویس با مفاهیم سخت‌افزاری یا میزان سطح انتزاع (Abstraction) برنامه‌نویس از سخت‌افزار، در دو سطح دسته‌بندی نمود: ۱. پایین ~ زبان ماشین و Assembly (اسمبلی) ۲. بالا ~ Java ،C++ ،C و غیره... 
+
+.. note::
+    میزان انتزاع تمام زبان‌های برنامه‌نویسی سطح بالا به یک نسبت نمی‌باشد؛ به عنوان نمونه میزان انتزاع زبان پایتون بیشتر از Java و سطح انتزاع Java نیز بسیار بیشتر از زبان C است:
+
+    Machine < Assembly < C < C++ < Java < Python
+
+
+**پایتون** یک زبان برنامه‌نویسی چند‌ الگویی (Multi-Paradigm) است و برنامه‌نویس را مجبور به رعایت الگوی خاصی نمی‌کند. این زبان از الگوهای: دستوری (`Imperative <https://en.wikipedia.org/wiki/Imperative_programming>`_) یا رویه‌ای (`Procedural <https://en.wikipedia.org/wiki/Procedural_programming>`_)، تابعی (`Functional <https://en.wikipedia.org/wiki/Functional_programming>`_) و شی‌گرایی (`Object-Oriented <https://en.wikipedia.org/wiki/Object-oriented_programming>`_) پشتیبانی می‌کند؛ البته همانظور که گفته شد نمی‌توان پایتون را به صورت خالص (Pure) متعلق به هر یک از این الگوها دانست [#f10]_.
+
+جدا از پشتیبانی الگوی برنامه‌نویسی شی‌گرا، ساختار پایتون به صورت کامل شی‌گراست و هر چیزی در این زبان یک شی (Object) است؛ در آینده بیشتر در این مورد صحبت خواهیم کرد.
+
+
+**پایتون** یک زبان برنامه‌نویسی توسعه‌پذیر (Extensible) است. کدهای نوشته شده با پایتون را می‌توان به دیگر سورس کدهای این زبان افزود و همچنین می‌توان از کتابخانه‌ها و کدهای نوشته شده با دیگر زبان‌های برنامه‌نویسی در میان کدهای پایتون استفاده کرد (مانند C و ++C در پیاده‌سازی CPython یا Java در پیاده‌سازی Jython).
+
+**پایتون** دارای دستور زبانی تمیز و خوانایی (Readability) بالای کد است. خوانایی در طراحی پایتون مورد تاکید بوده و در کنار شی‌گرایی از مهم‌ترین ویژگی‌های یک کد به جهت استفاده مجدد می‌باشد. پایتون به مانند زبان ABC از روش «تو‌رفتگی» بوسیله‌ فضاهای خالی برای بلاک‌بندی [#f12]_ استفاده می‌کند. در پایتون اجباری به استفاده از نقطه ویرگول (Semicolon) ``;`` و برخی پرانتز گذاری‌ها نمی‌باشد و البته وجود انواع داده (Data Types) متنوع و نیز پویایی پایتون موجب کمتر شدن حجم کد‌نویسی و صرفه‌جویی در زمان توسعه نسبت به زبان‌هایی به مانند C++ ،C و حتی Java می‌شود. `تحقیقات <https://www.python.org/doc/essays/comparisons>`_ نشان می‌دهند: کاری که یک برنامه‌نویس پایتون می‌تواند در مدت زمان دو ماه به انجام برساند، دو برنامه‌نویس ++C در مدت یک سال قادر به تکمیل آن نخواهند بود!
+
+**پایتون** یک زبان حساس به حرف (Case Sensitive) است. در این نوع زبان‌ها (مانند C ،C++ ،Java ،Perl و غیره...) بین حروف کوچک (Lowercase) و بزرگ (Uppercase) به مانند a و A تفاوت وجود دارد. با توجه به این موضوع، مفسر پایتون بین کلمات True ،true و TRUE تمایز می‌گذارد.
+
+.. _python-performance: 
+
+کارایی
+--------
+معمولا افراد در مواجه با یادگیری زبان پایتون نگرانی‌هایی در مورد کارایی (Performance) برنامه‌های توسعه یافته با این زبان خواهند داشت به خصوص در جایگاه مقایسه با زبان Java، به هر حال پایتون یک زبان تفسیری است و در اجرا سرعت کمتری نسبت به زبان‌های کامپایلی مانند C و Java خواهد داشت. معمولا کارایی بالا برابر با سرعت بالاست ولی قضاوت در مورد کارایی به این سادگی درست نیست!
+
+در هر پروژه‌ای بسته به چیزی که می‌خواهیم می‌بایست انتخاب نماییم. اگر مبنای کارایی برای یک پروژه در سرعت بالای اجرا باشد (مانند برنامه‌های سیستمی)؛‌ زبان C همیشه بهترین انتخاب است ولی اگر مبنا در سرعت بالای توسعه و صرفه جویی در منابع از جمله هزینه باشد انتخاب مناسب پایتون است. گاهی نیز بهترین کارایی با استفاده ترکیبی از زبان‌های متفاوت به دست می‌آید.
+
+در بسیاری از کاربردها سرعت پایتون کاملا قابل قبول است، وجود بایت‌کد‌ موجب افزایش سرعت در اجراهای بعدی برنامه می‌شود و نکات برنامه‌نویسی زیادی برای بهبود سرعت اجرا در پایتون وجود دارد که در این کتاب به تدریج اشاره خواهد شد. نباید فراموش کرد که یکی از مهمترین عامل‌های کارایی داشتن الگوریتمی بهینه است و البته نوشتن ماژول‌ها به زبان C نیز باعث افزایش قابل توجه سرعت اجرای پایتون می‌شود - `پایتون کند است اگر اشتباه استفاده شود <https://apenwarr.ca/diary/2011-10-pycodeconf-apenwarr.pdf>`_ - با این وجود در حالت عادی اگر هزار مورد وجود داشته باشد که پایتون برای آن‌ها بهترین انتخاب باشد، رقابت در سرعت یکی از آن‌ها نخواهد بود و برای توسعه برنامه‌هایی که سرعت اجرا نقش بسیار تعیین کننده‌‌ای دارد باید از زبان‌های دیگری استفاده نمایید.
+
+لازم است به این نکته هم توجه داشته باشیم که تمام این صحبت‌ها در مورد پیاده‌سازی CPython از زبان پایتون بوده و پیاده‌سازی‌های دیگری نیز از زبان پایتون با هدف سرعت بالای اجرا (به مانند `PyPy <https://pypy.org/>`_) توسعه یافته است.
+
+.. _python-versions: 
+
+نسخه‌ها
+-------
+
+در یک سیر تاریخی، نسخه‌ پایدار 2.0 در شانزدهم اکتبر سال ۲۰۰۰ میلادی و در ادامه‌ نسخه 1.6 منتشر (Release) می‌شود؛ پس از آن نیز توسعه‌ پایتون به همان صورت پیشین ادامه می‌یابد تا این که در دسامبر سال ۲۰۰۸ میلادی نسخه‌ای از پایتون با شماره‌ 3.0 که از آن با عنوان ”Python 3000“ یا ”Py3K“ نیز یاد می‌شود، با رویکرد شکستن «سازگاری با نسخه‌های پیشین» (`Backward Compatibility <https://en.wikipedia.org/wiki/Backward_compatibility>`_) منتشر می‌گردد. به بیان دیگر: مفسر نسخه‌های جدید (3x) پایتون قادر به اجرای سورس کدی که بر پایه‌ مفسر نسخه‌های پیشین تهیه شده است، نخواهد بود. (که این اتفاق در جامعه پایتون بسیار بحث برانگیز بوده و هست!)
+
+ظاهرا آقای روسوم خیلی پیش از این زمان نیاز به ایجاد یک سری تغییرات در ساختار و سینتکس این زبان را احساس کرده بود. شاید نخستین نشانه‌ از لزوم ایجاد تغییرات در پایتون را بتوان از صحبت‌های ایشان در همایش متن باز اوریلی (OSCON) سال ۲۰۰۲ با عنوان «پشیمانی‌های پایتون» (`Python Regrets <https://legacy.python.org/doc/essays/ppt/regrets/PythonRegrets.pdf>`_) دریافت کرد. به هر صورت تیم توسعه‌ پایتون در پی رفع این نیاز، از بین حفظ گذشته‌ پایتون و پایبندی به فلسفه‌ سادگی آن؛ دومی را انتخاب می‌کند، ویژگی‌های کهنه کنار گذاشته و ویژگی‌های جدید جایگزین می‌گردند.
+
+با انتشار یک نسخه‌ جدید به صورت معمول می‌بایست توسعه‌ نسخه‌ قدیمی متوقف شود، ولی از آنجا که زیر‌ساخت شرکت‌های بزرگی به پایتون وابسته بوده (مانند Google) و ارتقا نسخه برای آن‌ها حداقل بسیار زمان‌بر خواهد شد، برنامه‌ها و کتابخانه‌های کوچک و بزرگ بسیار زیادی توسط کاربران جامعه‌ پایتون برای نیاز‌های ریز و کلان گوناگونی توسعه یافته بود که سازگار شدن تمام آن‌ها با نسخه‌ جدید پایتون در یک فاصله زمانی کوتاه بعید به نظر می‌رسید و از همه مهم‌تر خود برنامه‌نویسان پایتون قرار داشتند که پس از سال‌ها مجبور به پذیرش تغییرات شده بودند؛ تیم توسعه‌ پایتون، برای پر کردن شکاف به وجود آمده در پایتون یا به بیانی هموار کردن مسیر مهاجرت به نسخه‌ جدید پایتون،‌ علاوه بر اینکه از پیش سعی کرده بود تا ویژگی‌های جدید و سینتکس نسخه‌ 3.0 را به نسخه‌ 2.6 (که دو ماه زودتر منتشر شده بود) پورت (Port) کند، به توسعه‌ نسخه قدیمی پایان نمی‌دهد و نسخه‌ دیگری را با شماره‌ 2.7 در سوم جولای ۲۰۱۰، تقریبا یک سال پس از انتشار نسخه‌ 3.1 به همراه بسیاری از ویژگی‌های جدید آن منتشر می‌سازد.
+
+بر طبق سند [#f13]_ `PEP 404 <https://www.python.org/dev/peps/pep-0404>`_، هرگز نسخه‌ای با شماره‌ 2.8 به صورت رسمی منتشر نخواهد شد و نسخه‌ 2.7 با یک پشتیبانی طولانی مدت، نقطه‌ پایان نسخه‌ قدیمی پایتون خواهد بود. ابتدا قرار شد از این نسخه به مدت پنج سال پشتیبانی (تلاش برای رفع باگ‌ها) شود ولی کمی مانده تا پایان، این زمان به ده سال یعنی تا سال ۲۰۲۰ افزایش یافت.
+
+نسخه‌ پایدار (Stable) پایتون با قالب A.B.C؛ مانند 3.4.2 شماره‌‌گذاری و منتشر می‌شود. عدد A، بخش اصلی (Major) شماره نسخه است و زمانی افزایش می‌یابد که واقعا تغییرات بزرگ و زیادی در زبان پایتون ایجاد شده باشد. عدد B، بخش جزئی (Minor) شماره نسخه را نشان می‌دهد و با ایجاد یک سری تغییرات مهم در زبان پایتون افزایش خواهد یافت. عموما شماره‌ نسخه‌ پایتون تنها به صورت A.B نشان داده می‌شود، زیرا عدد C تنها با رفع اشکال (Bug) احتمالی نسخه‌ منتشر شده افزایش می‌یابد (از عدد صفر) که این امر نیز شامل همه‌ نسخه‌های پایتون نمی‌شود.
+
+.. _lesson-01-footer: 
+
+پی‌نوشت
+--------
+
+.. [#f1] برگرفته از نوشته‌های وبلاگ [`The History of Python <https://python-history.blogspot.com/>`_] و همینطور مصاحبه‌ [`The Making of Python <https://www.artima.com/intv/pythonP.html>`__]
+
+.. [#f2] ”...در دسامبر سال ۱۹۸۹ دنبال یک پروژه‌ برنامه‌نویسی به عنوان سرگرمی می‌گشتم تا اوقات فراغت به وجود آمده از تعطیلات کریسمس را پر کنم. دفتر کارم (یک آزمایشگاه تحقیقاتی دولتی در آمستردام) بسته بود، ولی یک رایانه‌ شخصی داشتم و چیزی بیش از این هم در اختیارم نبود. تصمیم گرفتم تا مفسری برای یک زبان اسکریپتی جدید بنویسم. قبلا در مورد آن فکر کرده بودم: از نسل زبان ABC و جذاب برای هکرهای Unix/C. نام پایتون را برای عنوان کاری این پروژه انتخاب کردم، کمی گستاخانه ( و یک طرفدار بزرگ  Monty Python’s Flying Circus)...“ - نقل از آقای روسوم [`منبع <https://www.python.org/doc/essays/foreword>`_]
+
+.. [#f3] در دروس آینده به انواع داده (Data Types) در زبان پایتون به صورت کامل پرداخته می‌شود.
+
+
+.. [#f4] برای مشاهده‌ موارد استفاده بیشتر پایتون می‌توانید به صفحه‌های [`درباره پایتون <https://www.python.org/about/success>`_] و [`ویکی پایتون <https://wiki.python.org/moin/OrganizationsUsingPython>`__] مراجعه نمایید.
+
+.. [#f5] موارد بیشتر در [`ویکی پایتون <//wiki.python.org/moin/PythonImplementations>`__]
+
+.. [#f6] این‌ها در واقع ماژول یا کتابخانه‌هایی هستند که توسط افراد و تیم‌هایی مستقل و خارج از مجموعه‌ اصلی توسعه‌ پایتون، ایجاد و توسعه داده می‌شوند. برای دانستن بیشتر می‌توانید به [`ویکی پایتون <https://wiki.python.org/moin/OrganizationsUsingPython>`__] مراجعه نمایید.
+
+.. [#f7] متغیر در پایتون، نامی است که به یک شی (Object) در حافظه اشاره می‌کند. (در دروس آینده به آن پرداخته خواهد شد)
+
+.. [#f9] دسته‌بندی رایج دیگر، بر مبنای نسل (Generation) است. زبان‌های نسل اول زبان‌های ماشین، نسل دوم زبان‌های اسمبلی، نسل سوم زبان‌های سطح بالایی مانند C# ،C++ ،C ،Lisp ،Cobol ،Fortran و Java هستند. زبان‌های نسل چهارم آن‌هایی هستند که برای کاربرد‌هایی خاص طراحی شده‌اند مانند NOMAD برای تولید گزارش، SQL برای پرس و جوهای (Queries) پایگاه‌ داده و Postscript برای قالب‌بندی متن. اصطلاح زبان نسل پنجم به زبان‌های مبتنی بر منطق و شرط (logic- and constraint-based) مانند Prolog و OPS5 گفته می‌شود. (آورده شده از کتاب: کامپایلرها... نوشته Aho و...، ویرایش دوم، صفحه ۱۳) - زبان پایتون یک زبان همه منظوره است و در دسته زبان‌های نسل سوم قرار می‌گیرد،‌ هر چند که نسبت به برخی از زبان‌های این نسل سطح بالاتری دارد.
+
+.. [#f10] با توجه به نوشته‌ Jeremy Jones با عنوان `Python's (Weak) Functional Programming Paradigm <https://archive.oreilly.com/pub/post/pythons_weak_functional_progra.html>`_.
+
+.. [#f12]  برای نمونه: این کار در زبان Pascal توسط کلمات Begin و End، در زبان‌های C و Java توسط آکولاد ``{ }`` صورت می‌گیرد.
+
+.. [#f13] PEPs یا Python Enhancement Proposals (طرح‌های توسعه‌ پایتون) در واقع مجموعه اسنادی است که تیم توسعه‌ پایتون از آن‌ها برای توصیف شیوه‌ طراحی، ویژگی‌های جدید یا منطق، فرآیند و راهبردهای آینده پایتون استفاده می‌کنند. فهرست: `PEP 0 <https://www.python.org/dev/peps>`_ 
+
+    در این میان شیوه استاندارد کد‌نویسی در زبان پایتون توسط سندی با نام `(PEP8 (Style Guide for Python Code <https://www.python.org/dev/peps/pep-0008>`_ بیان می شود که به تدریج در دروس آتی بیان خواهد شد. این سند قالب کدنویسی که هر برنامه‌نویس حرفه‌ای پایتون انتظار دارد از کدهای شما ببیند را ترسیم می‌کند.
+
+
+
+
+|
+
+----
+
+:emoji-size:`😊` امیدوارم مفید بوده باشه
+
+  
+
+
+
diff --git a/source/lessons/l02-setup-python.rst b/source/lessons/l02-setup-python.rst
index d276949..183ddf2 100644
--- a/source/lessons/l02-setup-python.rst
+++ b/source/lessons/l02-setup-python.rst
@@ -1,412 +1,412 @@
-.. role:: emoji-size
-
-.. meta::
-   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس دوم: نصب و راه‌اندازی پایتون
-   :keywords: پایتون, آموزش برنامه نویسی, آموزش پایتون, نصب پایتون در ویندوز, نصب پایتون در لینوکس, سیستم مدیریت بسته پایتون, pip, راه اندازی پایتون, دانلود پایتون, آموزش pip
-
-
-.. _lesson-02: 
-
-درس ۰۲: نصب و راه‌اندازی پایتون
-================================
-
-.. figure:: /_static/pages/02-python-setup.jpg
-    :align: center
-    :alt: نصب و راه‌اندازی پایتون
-    :class: page-image
-
-    Photo by `Bermix Studio <https://unsplash.com/photos/8tQ7rBFgPu8>`__
-
-
-در این درس به چگونگی نصب و راه‌اندازی محیط اجرای زبان برنامه‌نویسی پایتون در دو سیستم عامل ویندوز و گنولینوکس پرداخته و در پایان نیز توضیح مختصری از «سیستم مدیریت بسته» پایتون ارایه شده است.
-
-:emoji-size:`✔` سطح: پایه
-
-----
-
-.. contents:: سرفصل‌ها
-    :depth: 2
-
-----
-
-.. _download: 
-
-دانلود
---------
-برای ترجمه و اجرای سورس کد ایجاد شده به زبان پایتون لازم است «بسته نصبی پایتون» (همان CPython یا اگر ساده بگوییم: پایتون) که شامل مفسر، کتابخانه استاندارد، برنامه `IDLE <http://en.wikipedia.org/wiki/IDLE_%28Python%29>`_ (ویرایشگر پیش‌فرض پایتون) و... است را دانلود و بر روی سیستم عامل نصب نماییم.
-
-.. note::
-    پایتون (Python) نام یک زبان برنامه‌نویسی است. به این معنی که ساختاری برای بیان ایده‌ها یا فرمان‌های برنامه‌نویس به ماشین می‌باشد. برای فهماندن فرمان‌های پایتونی به ماشین، مانند هر زبان سطح بالای دیگری نیاز به یک «پردازنده‌ زبان» (Language Processor) است. برنامه‌ CPython پردازنده استاندارد زبان پایتون است که از آن به صورت ساده با همان نام Python یاد می‌شود.
-
-در هر سیستم عاملی ممکن است پایتون از پیش نصب باشد (خصوصا در گنولینوکس) که در صورت رضایت از نسخه‌ موجود، دیگر لزومی به دانلود و نصب آن نخواهد بود؛ برای آگاهی یافتن از این موضوع می‌توانید دستور ``python --version`` را در خط فرمان سیستم عامل وارد نمایید؛ البته در ویندوز به دلیل اینکه عملکرد این دستور وابسته به دستکاری متغیر Path می‌باشد، بهتر است از مسیر Control Panel >‌ Programs and Features اقدام نمایید.
-
-.. tip::
-    `Path <http://en.wikipedia.org/wiki/PATH_(variable)>`_ یکی از «متغیر‌های محیطی» (`Environment Variables <http://en.wikipedia.org/wiki/Environment_variable>`_) سیستم عامل است. این متغیر حاوی فهرست دایرکتوری‌هایی می‌باشد که سیستم عامل در آن‌ها به دنبال یک فایل اجرایی هم نام با دستور وارد شده در خط فرمان می‌گردد.
-
-
-هم اکنون این بسته  از `صفحه‌ دانلود آن <http://www.python.org/downloads>`_، متناسب با نوع سیستم عامل و معماری پردازنده قابل دانلود است (اندازه:‌ تقریبا ۲۵ مگابایت) که برای نصب در ویندوز به شکل یک `فایل نصبی <http://www.python.org/downloads/windows/>`_ (با قالب msi) و متناسب با دو معماری 32 (x86) و 64 (AMD64 ،EM64T ،x64 ،x86-64) بیتی منتشر می‌گردد و در صورت نیاز برای نصب آن در گنو‌لینوکس می‌بایست `سورس کد آن <http://www.python.org/downloads/source/>`_ (که به زبان C است) را دانلود نمایید.
-
-.. note::
-    امکان نصب نسخه‌های متفاوت پایتون در کنار یکدیگر وجود دارد.
-
-در هنگام آخرین ویرایش  این درس نسخه‌  3.11.2 جدیدترین نسخه‌ منتشر یافته‌ پایتون است. برای دسترسی به جدید‌ترین ویژگی‌ها، پیشنهاد می‌شود همیشه جدیدترین نسخه‌ موجود از پایتون را دانلود نمایید.
-
-**با توجه به اینکه تغییر ملموسی در شیوه نصب پایتون ایجاد نگردیده، از بروزرسانی تصاویر و دستورات صرف نظر گردیده است.**
-
-
-.. _setup-on-windows: 
-
-نصب در ویندوز
----------------
-درست به مانند هر برنامه‌ دیگری در ویندوز، نصب به راحتی تنها با چند بار کلیک بر روی دکمه‌ Next به پایان می‌رسد. پیشنهاد می‌شود مسیر پیش‌فرض نصب (مثلا برای نصب نسخه‌ 3.4.2:‌ ``C:\Python34``) را تغییر ندهید.  قابل ذکر است که در نسخه‌های جدیدتر این مسیر به داخل فولدر Program Files انتقال یافته است، برای مثال برای نسخه 3.11.2 مسیر پیش‌فرض نصب ``C:\Program Files\Python311`` خواهد بود.
-
-در هنگام نصب نسخه‌‌ای که قصد دارید از آن به صورت نسخه‌ پیش‌فرض پایتون خود استفاده نمایید، به این نکته توجه داشته باشید که در مرحله‌ سفارشی‌سازی (Customize) گزینه‌ افزودن خودکار مسیر مفسر پایتون به متغیر Path ویندوز را فعال نمایید (همانند تصویر پایین). در این صورت با وارد کردن دستور ``python`` در خط فرمان ویندوز، مفسر پایتون (این نسخه) فراخوانی می‌شود. برای شروع، با وارد کردن دستور ``python –V`` یا ``python --version`` می‌توانید از نسخه‌ پایتون نصب شده آگاهی یابید:
-
-.. image:: /_static/lessons/l02-install-python-on-windows.png
-    :align: center
-
-.. code::
-
-    > python --version
-    python 3.4.2
-
-در صورت تنظیم نبودن متغیر Path می‌بایست از طریق پنجره خط فرمان و دستور ``cd`` به مسیر نصب مفسر پایتون وارد شوید:
-
-
-.. code::
-
-    > python --version
-    'python' is not recognized as an internal or external command, operable program or batch file.
-
-    > cd C:\Python34\
-
-    > python --version
-    python 3.4.2
-
-البته امکان دستکاری Path در هر زمانی وجود دارد:
-
-مسیر Control Panel > System > Advanced system settings > Advanced را طی کرده و سپس با کلیک بر روی Environment Variables پنجره‌ جدیدی باز می‌گردد که در قسمت System variables آن Path را پیدا و انتخاب نمایید. بر روی Edit در پایین همان پنجره کلیک کرده و عبارت زیر (برای نسخه 3.4) را به ابتدای متن موجود در قسمت Variable value پنجره‌ جدید وارد و سپس بر روی دکمه‌ OK کلیک نمایید. :)
-
-::
-
-        C:\Python34;C:\Python34\Scripts;
-
-
-.. image:: /_static/lessons/l02-add-path-on-windows.png
-    :align: center
-
-.. caution::
-    در ویندوز از کاراکتر نقطه‌ ویرگول (سمی‌کالن Semicolon) یا ``;`` برای جدا‌سازی مسیر دایرکتوری‌ها در متغیر path استفاده می‌گردد. ``C:\Python34`` از عبارت یاد شده، مشخص کننده‌‌ مسیر مفسر پایتون (python.exe) است و با توجه به افزوده شدن pip (سیستم مدیریت بسته‌‌ پایتون) به بسته نصبی پایتون از نسخه‌ 3.4 به بعد، ``C:\Python34\Scripts`` نیز به منظور ایجاد امکان دسترسی و فراخوانی آن (pip.exe یا pip3.exe یا pip3.4.exe - فرقی ندارند) افزوده می‌شود.
-
-اگر بخواهیم بر روی یک ویندوز از هر دو شاخه پایتون نسخه‌ای یا حتی چند نسخه‌ متفاوت از هر یک به مانند نسخه‌های 2.6، 2.7، 3.3 و 3.4 را نصب نماییم؛ یک راه خوب برای فراخوانی مفسر پایتونِ هر یک از آن‌ها در خط فرمان ویندوز، استفاده از راه‌انداز پایتون (Python Launcher) می‌باشد. در این راهکار نیازی به دستکاری متغیر Path نیست و از دستور ``py`` به جای دستور ``python`` استفاده می‌شود؛ به این صورت که با دستور ``py`` یا ``py -2`` مفسر آخرین نسخه‌ موجود از شاخه 2x پایتون و با دستور ``py -3`` نیز مفسر آخرین نسخه‌ موجود از شاخه 3x پایتون فراخوانی می‌گردد. برای فراخوانی مفسر دیگر نسخه‌ها هم می‌بایست نسخه‌ آن‌ها به صراحت ذکر گردد (مانند: ``py -3.3`` و ``py -2.6``):
-
-.. code::
-
-    > py --version
-    2.7.9
-    > py -2 --version
-    2.7.9
-    > py -2.6 --version
-    2.6.6
-    > py -3 --version
-    3.4.2
-    > py -3.3 --version
-    3.3.5
-
-.. _setup-on-linux: 
-
-نصب در گنولینوکس
-------------------
-پایتون معمولا در توزیع‌های گنولینوکس از پیش نصب می‌باشد (بر روی برخی نیز از هر دو شاخه آن نسخه‌ایی نصب است؛ به مانند: Ubuntu و Fedora). برای اطمینان کافی است دستورات ``python2 --version`` (برای نسخه 2x) و ``python3 --version`` (برای نسخه 3x) را در خط فرمان سیستم عامل وارد نمایید؛ به عنوان نمونه وضعیت نسخه‌های پایتون در Ubuntu 14.04 به صورت پایین است:
-
-.. code::
-
-    user> python --version
-    python 2.7.6
-    
-    user> python2 --version
-    python 2.7.6
-    
-    user> python3 --version
-    python 3.4.0
-
-.. note::
-    هم اکنون نسخه‌ 3x، نسخه‌ پیش‌فرض پایتون در اکثر توزیع‌های گنولینوکس است، بنابراین دستور ``python --version`` نیز موجب فراخوانی مفسر پایتون نسخه‌ 3x و نمایش نسخه‌ آن می‌شود.
-
-    `Arch Linux <https://www.archlinux.org/>`_ نخستین توزیع از گنولینوکس است که نسخه‌ 3x را به عنوان نسخه پیش‌فرض پایتون خود قرار داده است.
-
-    در دستورات یاد شده به جای ``version--`` می‌توان از ``V-`` (حرف v بزرگ انگلیسی) نیز استفاده نمود.
-
-اکنون با فرض اینکه توزیع مورد استفاده‌‌، از پیش فاقد نسخه‌ 3x بوده یا اینکه نسخه‌ نصب شده آنقدر قدیمی است که می‌بایست آن را ارتقا (Upgrade) داد؛ پس از دانلود سورس کد نسخه‌ جدید (در این زمان فایل: Python-3.4.2.tar.xz) به صورت زیر عمل خواهیم کرد (نصب نسخه‌ 2x نیز به همین شکل است):
-
-نخست می‌بایست تمام بسته‌های پیش‌نیاز در سیستم عامل نصب گردند. برای این منظور می‌توانید دستورات پایین را (متناسب با نوع توزیع خود) در خط فرمان سیستم عامل وارد نمایید:
-
-در *Fedora*:
-
-.. code::
-
-    user> sudo dnf update
-    user> sudo dnf install make automake autoconf pkgconfig glibc-devel gcc gcc-c++ bzip2 bzip2-devel tar tcl tcl-devel tix tix-devel tk tk-devel zlib-devel ncurses-devel sqlite-devel openssl-devel openssl readline-devel gdbm-devel db4-devel expat-devel libGL-devel libffi-devel gmp-devel valgrind-devel systemtap-sdt-devel xz-devel libX11-devel findutils libpcap-devel
-
-در *Ubuntu*:
-
-.. code::
-
-    user> sudo apt-get update
-    user> sudo apt-get install build-essential
-    user> sudo apt-get install make automake autoconf pkg-config libc6-dev gcc g++ bzip2 libbz2-dev tar tcl tcl-dev tix-dev tk tk-dev zlib1g-dev libncursesw5-dev libsqlite3-dev libssl-dev openssl libreadline-dev libgdbm-dev db4.8-util libexpat1-dev libgl-dev libffi-dev libgmp3-dev valgrind systemtap-sdt-dev xz-utils libX11-dev findutils libpcap-dev
-
-پس از اطمینان از نصب بسته‌های پیش‌نیاز به مسیری که سورس کد پایتون (پس از دانلود) در آن قرار دارد رفته (در اینجا: دایرکتوری Downloads) و فایل سورس کد را از حالت فشرده خارج نمایید. حاصل کار یک دایرکتوری جدید با نامی مشابه Python-3.4.2 است که با استفاده از دستور ``ls`` قابل مشاهده است؛ اکنون می‌بایست از طریق خط فرمان و دستور ``cd`` وارد مسیر آن شوید.
-
-.. code::
-
-    user> cd Downloads/
-    user> ls
-    Python-3.4.2.tar.xz
-    
-    user> tar xf Python-3.4.2.tar.xz
-
-    user> ls
-    Python-3.4.2  Python-3.4.2.tar.xz
-    
-    user> cd Python-3.4.2/
-
-در پایان دستورات پایین را به ترتیب وارد نمایید:
-
-.. code::
-
-    user> sudo ./configure
-    user> sudo make
-    user> sudo make install
-
-اگر پیش از این نسخه‌ای از شاخه 3x پایتون نصب باشد (مانند 3.3)، دستور سطر سوم موجب جایگزین شدن نسخه‌ جدید (3.4) با آن می‌شود؛ این دستور در مواقع ارتقا نسخه پایتون مفید است. چنانچه قصد دارید همچنان به نسخه‌ پیشین نیز دسترسی داشته باشید، دستور ``make altinstall`` را جایگزین ``make install`` نمایید. به عنوان نمونه وضعیت نسخه‌ 3x پایتون، در زمان‌ قبل و بعد از نصب نسخه‌ جدید به همراه مسیر نصب آن در Fedora 20 آورده شده است. به تفاوت عملکرد دو دستور ``make altinstall`` و ``make install`` توجه نمایید:
-
-
-گرفتن نسخه‌های از پیش نصب:
-
-.. code::
-    
-    user> python --version
-    Python 2.7.5
-    
-    user> python2 --version
-    Python 2.7.5
-    
-    user> python3 --version
-    Python 3.3.2
-
-گرفتن مسیر و نسخه‌ پایتون 3x پس از نصب نسخه 3.4.2 با استفاده از دستور ``make altinstall`` :
-
-.. code::
-    
-    user> which python3
-    /usr/bin/python3
-    
-    user> which python3.4
-    /usr/local/bin/python3.4
-    
-    user> python3 --version
-    Python 3.3.2
-    
-    user> python3.4 --version
-    Python 3.4.2
-
-گرفتن مسیر و نسخه‌ پایتون 3x پس از نصب نسخه 3.4.2 با استفاده از دستور ``make install`` :
-
-.. code::
-    
-    user> which python3
-    /usr/local/bin/python3
-    
-    user> which python3.4
-    /usr/local/bin/python3.4
-    
-    user> python3 --version
-    Python 3.4.2
-    
-    user> python3.4 --version
-    Python 3.4.2
-
-در روشی دیگر برای نصب کردن چندین نسخه‌ متفاوت از یک شاخه پایتون، می‌توان هر یک را در محل مشخصی از دیسک نصب نمود. برای این منظور می‌بایست از دستوراتی مشابه پایین استفاده نمایید:
-
-.. code::
-
-    user> sudo ./configure --prefix=/opt/python3.4
-    user> sudo make
-    user> sudo make install
-
-
-.. caution::
-    عبارت ``opt/python3.4/`` در سطر یکم، مشخص کننده‌‌ محل نصب پایتون است که به دلخواه خود کاربر تعیین می‌گردد.
-
-در صورت استفاده از این روش، مفسر پایتون نسخه نصب شده را می‌توان مشابه هر یک از دو دستور زیر (با ذکر مسیر نصب - در اینجا: opt/python3.4/)‌ فراخوانی نمود:
-
-.. code::
-
-    user> /opt/python3.4/bin/python3 --version
-    Python 3.4.2
-    user> /opt/python3.4/bin/python3.4 --version
-    Python 3.4.2
-
-برای راحتی در فراخوانی می‌توانید نشانی دایرکتوری مفسر پایتون را به متغیر محیطی Path سیستم عامل اضافه نمایید. برای این کار فایل پنهان bashrc. (البته چنانچه از پوسته پیش‌فرض یعنی bash استفاده می‌کنید) موجود در دایرکتوری home (مسیر ~) را توسط یک ویرایشگر متن، باز نموده و عبارتی مشابه پایین را در آن وارد و سپس تغییر ایجاد شده را ذخیره (Save) نمایید:
-
-.. code::
-
-    export PATH=$PATH:/opt/python3.4/bin 
-
-اکنون برای فراخوانی پایتون نصب شده دیگر نیازی به وارد کردن مسیر آن نمی‌باشد ولی به خاطر داشته باشید به دلیل وجود نسخه 3x ای که از پیش نصب بوده (در اینجا: 3.3.2) لازم است نسخه جدید را با ذکر صریح نسخه فراخوانی نمایید:
-
-
-.. code::
-
-    user> python3 --version
-    Python 3.3.2
-    user> python3.4 --version
-    Python 3.4.2
-
-.. note::
-    به صورت کلی برای فراخوانی پایتون نسخه 3x از یکی از دستورات ``python3.4``، ``python3``، ``python`` یا ``python3.x`` که x بیانگر بخش جزئی نسخه پایتون می‌باشد و برای نسخه 2x نیز از دستورات ``python2.7`` ،``python2`` یا ``python2.x`` استفاده می‌گردد. در این راستا چنانچه پایتون در مسیری خاص نصب گردد لازم است مسیر آن به متغیر Path اضافه شود. برای فراخوانی pip و IDLE هر نسخه نیز از همین رویه پیروی می‌شود.
-
-
-.. _python-pip: 
-
-سیستم مدیریت بسته
--------------------
-`pip <http://pip.pypa.io/en/stable/>`_ (پِپ) سیستم مدیریت بسته‌‌ پایتون است. pip ابزاری است مبتنی بر خط فرمان که از آن برای نصب، حذف، بروز رسانی و در کل مدیریت بسته‌های (یا کتابخانه‌ها‌ی شخص ثالث) پایتون استفاده می‌گردد. برنامه‌نویس پس از یافتن بسته‌ مورد نیاز خود در PyPI یا وب‌سایت‌ها و سرویس‌های دیگری به مانند github.com و bitbucket.com می‌تواند به وسیله دستور pip در خط فرمان، اقدام به نصب آن در پایتون نماید.
-
-.. tip::
-    `PyPI <https://pypi.org/>`_ (پای‌پِ) یا مخزن بسته‌های پایتون (Python Package Index) محلی است که بسیاری از کتابخانه‌ها یا برنامه‌های شخص ثالث پایتون در آن نگه داری می‌شود. کاربران پایتون می‌توانند از طریق PyPI پروژه (یا بسته) خود را منتشر یا اقدام به جستجو و  دانلود بسته‌های مورد نیاز خود نمایند.
-    
-
-آشنایی با مخازنی همچون PyPI و استفاده از pip در توسعه پروژه‌های پایتونی اهمیت بالایی دارد. برای مثال فرض نمایید در پروژه خود می‌بایست تاریخ را با فرمت جلالی نمایش دهید. راه‌حل ابتدایی، توسعه کدها یا ماژولی برای تبدیل تاریخ میلادی (پیش‌فرض در پایتون) به جلالی توسط خودتان می‌باشد. راه‌حل دیگر اما جستجو برای یافتن  کتابخانه‌ یا ماژول‌هایی است که پیش‌تر توسط دیگران توسعه یافته و در مخازنی همانند PyPI منتشر یافته است. در این شرایط برای دسترسی به این کتابخانه‌ها‌ی شخص ثالث تنها کافی است با استفاده از pip آن‌ها را مجموعه کتابخانه‌های داخل رایانه خود اضافه نمایید.
-
-pip از زمان انتشار نسخه‌ 3.4 به بسته‌ نصبی پایتون افزوده شده است و به همراه آن نصب می‌شود ولی در صورت نیاز به pip برای نسخه‌های قدیمی‌تر، می‌بایست آن را به صورت جداگانه‌ نصب نمایید.
-
-.. note::
-    نسخه 2.7.9 پایتون پس از نسخه 3.4 منتشر شده است؛ بنابراین با نصب این نسخه و نسخه‌های جدیدتر آن از شاخه 2x پایتون نیز pip در دسترس خواهد بود.
-
-
-برای نصب pip لازم است تا فایل `get-pip.py <http://bootstrap.pypa.io/get-pip.py>`_ را دانلود نمایید. 
-
-سپس به وسیله‌ دستوری مشابه ``python get-pip.py`` در خط فرمان، با سطح کاربری Administrator (در ویندوز) یا root (در گنولینوکس) می‌توانید اقدام به نصب pip نمایید. فراموش نشود، در زمان نصب نیاز به اتصال اینترنت می‌باشد.
-
-
-.. note::
-    منظور از ``python`` در دستور ``python get-pip.py``، فراخوانی مفسر پایتون نسخه‌ایست که قصد داریم pip را در آن نصب کنیم.
-
-برای نمونه؛ با فرض دانلود بودن ``get-pip.py`` و قرار داشتن آن در دایرکتوری Downloads سیستم عامل،‌ برای نصب pip در نسخه 3x (مثلا قدیمی!) پایتون به صورت پایین عمل می‌نماییم:
-
-در *گنولینوکس*:
-
-.. code::
-
-    user> cd Downloads/
-    user> sudo python3 get-pip.py
-    
-    [...]
-    Successfully installed [...]
-    
-    user> pip3 --version
-    pip 7.0.1 [...]
-
-
-در *ویندوز*:
-
-.. code::
-
-    > cd Downloads\
-    > python get-pip.py
-    
-    [...]
-    Successfully installed [...]
-    
-    > pip --version
-    pip 7.0.1 [...]
-
-*توجه داشته باشید که پیش از این، محل نصب پایتون نسخه 3x به ترتیبی که گفته شد به متغیر Path ویندوز افزوده بودیم و cmd نیز به صورت Administrator اجرا شده است.*
-
-کار با pip بسیار آسان است. به عنوان نمونه برای نصب `Bottle <http://bottlepy.org/>`_ که یک وب فریم‌ورک (Web Framework) برای پایتون است از دستور ``pip install bottle`` استفاده می‌گردد. با وارد کردن این دستور، Bottle در PyPI (به عنوان مخزن پیش‌فرض pip) جستجو می‌شود و پس از یافتن، ابتدا دانلود، سپس نصب و به دایرکتوری site-packages پایتون افزوده می‌شود. 
-
-در ادامه برخی از دستورات رایج pip آورده شده است. برای کسب دانش بیشتر از چگونگی استفاده‌ pip می‌توانید به `اسناد آن <http://pip.pypa.io/en/stable/>`_ مراجعه نمایید.
-
-
-* نصب آخرین نسخه از یک بسته::
-    
-    # pip install [package name]
-    
-    root> pip install SomePackage
-
-* نصب یک نسخه خاص از یک بسته:: 
-    
-    # pip install [package name]==[version]
-    
-    root> pip install SomePackage==1.0.4
-
-* حذف یک بسته::
-    
-    # pip uninstall [package name]
-    
-    root> pip uninstall SomePackage
-
-* بروز رسانی یک بسته::
-    
-    # pip install --upgrade [package name]
-    
-    root> pip install --upgrade SomePackage
-
-  برای بروز رسانی خود pip نیز از همین الگو استفاده می‌شود: ``pip install --upgrade pip``
-
-  البته در ویندوز می‌بایست از دستور زیر استفاده نمایید::
-
-          python -m pip install -U pip
-
-  به جای ``upgrade--`` می توانید از ``U-`` نیز استفاده نمایید.
-
-|
-
-
-* گرفتن فهرست تمام بسته‌های نصب شده:
-
-  ::
-    
-      user> pip list
-
-* گرفتن فهرست تمام بسته‌هایی که می‌بایست بروز رسانی شوند::
-    
-    user> pip list --outdated
-
-* مشاهده جزییات یک بسته نصب شده::
-    
-    # pip show [package name]
-    
-    user> pip show SomePackage
-
-
-* نصب تمام بسته‌هایی که درون یک فایل متنی به مانند requirements.txt مشخص شده است (`فایل نمونه <https://pip.pypa.io/en/stable/reference/requirements-file-format/#requirements-file-format>`__)::
-    
-    root> pip install -r requirements.txt
-   
-
-
-.. _python-pip-user: 
-   
-user--
-~~~~~~~~
-
-ماژول pip به صورت پیش‌فرض تمامی بسته‌های دریافتی را در مسیری قرار می‌دهد که در کل رایانه (تمامی کاربران) قابل دسترس باشد. این روش نصب و مدیریت بسته به صورت حرفه‌ای  پیشنهاد نمی‌شود، چرا که در بلند مدت و در هنگام توسعه برنامه‌های گوناگون، برنامه‌نویس را دچار مشکل خواهد کرد. علاوه بر این، هر نصب بسته نیاز به دسترسی root (دستور sudo) یا Administrator خواهد داشت که مشکلات خاص خود را به همراه دارد.
-
-
-بهترین راه حل یا شیوه مدیریت پروژه در پایتون، ایجاد محیط مجازی (Virtual Environment) به ازای هر پروژه می‌باشد. در این حالت برای هر پروژه یک محیط پایتونی کاملا ایزوله و مستقل ایجاد می‌گردد. بنابراین ماژول pip هر بسته مورد نیاز در هر پروژه را تنها در همان پروژه قرار می‌دهد. چگونگی ایجاد محیط مجازی در پایتون توسط درس آینده بررسی خواهد شد.
-
-
-شیوه دیگر استفاده از ``user--`` در میان دستور ماژول pip می‌باشد. این یک روش ساده برای پرهیز از نیاز به دسترسی root (دستور sudo) یا Administrator می‌باشد. در این شرایط ماژول pip هر بسته مورد نیاز را در محیط کاربری، کاربر جاری نگهداری می‌کند::
-
-    user> pip install --user bottle
-
-|
-
-----
-
-:emoji-size:`😊` امیدوارم مفید بوده باشه
-
-
+.. role:: emoji-size
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس دوم: نصب و راه‌اندازی پایتون
+   :keywords: پایتون, آموزش برنامه نویسی, آموزش پایتون, نصب پایتون در ویندوز, نصب پایتون در لینوکس, سیستم مدیریت بسته پایتون, pip, راه اندازی پایتون, دانلود پایتون, آموزش pip
+
+
+.. _lesson-02: 
+
+درس ۰۲: نصب و راه‌اندازی پایتون
+================================
+
+.. figure:: /_static/pages/02-python-setup.jpg
+    :align: center
+    :alt: نصب و راه‌اندازی پایتون
+    :class: page-image
+
+    Photo by `Bermix Studio <https://unsplash.com/photos/8tQ7rBFgPu8>`__
+
+
+در این درس به چگونگی نصب و راه‌اندازی محیط اجرای زبان برنامه‌نویسی پایتون در دو سیستم عامل ویندوز و گنولینوکس پرداخته و در پایان نیز توضیح مختصری از «سیستم مدیریت بسته» پایتون ارایه شده است.
+
+:emoji-size:`✔` سطح: پایه
+
+----
+
+.. contents:: سرفصل‌ها
+    :depth: 2
+
+----
+
+.. _download: 
+
+دانلود
+--------
+برای ترجمه و اجرای سورس کد ایجاد شده به زبان پایتون لازم است «بسته نصبی پایتون» (همان CPython یا اگر ساده بگوییم: پایتون) که شامل مفسر، کتابخانه استاندارد، برنامه `IDLE <https://en.wikipedia.org/wiki/IDLE_%28Python%29>`_ (ویرایشگر پیش‌فرض پایتون) و... است را دانلود و بر روی سیستم عامل نصب نماییم.
+
+.. note::
+    پایتون (Python) نام یک زبان برنامه‌نویسی است. به این معنی که ساختاری برای بیان ایده‌ها یا فرمان‌های برنامه‌نویس به ماشین می‌باشد. برای فهماندن فرمان‌های پایتونی به ماشین، مانند هر زبان سطح بالای دیگری نیاز به یک «پردازنده‌ زبان» (Language Processor) است. برنامه‌ CPython پردازنده استاندارد زبان پایتون است که از آن به صورت ساده با همان نام Python یاد می‌شود.
+
+در هر سیستم عاملی ممکن است پایتون از پیش نصب باشد (خصوصا در گنولینوکس) که در صورت رضایت از نسخه‌ موجود، دیگر لزومی به دانلود و نصب آن نخواهد بود؛ برای آگاهی یافتن از این موضوع می‌توانید دستور ``python --version`` را در خط فرمان سیستم عامل وارد نمایید؛ البته در ویندوز به دلیل اینکه عملکرد این دستور وابسته به دستکاری متغیر Path می‌باشد، بهتر است از مسیر Control Panel >‌ Programs and Features اقدام نمایید.
+
+.. tip::
+    `Path <https://en.wikipedia.org/wiki/PATH_(variable)>`_ یکی از «متغیر‌های محیطی» (`Environment Variables <https://en.wikipedia.org/wiki/Environment_variable>`_) سیستم عامل است. این متغیر حاوی فهرست دایرکتوری‌هایی می‌باشد که سیستم عامل در آن‌ها به دنبال یک فایل اجرایی هم نام با دستور وارد شده در خط فرمان می‌گردد.
+
+
+هم اکنون این بسته  از `صفحه‌ دانلود آن <https://www.python.org/downloads>`_، متناسب با نوع سیستم عامل و معماری پردازنده قابل دانلود است (اندازه:‌ تقریبا ۲۵ مگابایت) که برای نصب در ویندوز به شکل یک `فایل نصبی <https://www.python.org/downloads/windows/>`_ (با قالب msi) و متناسب با دو معماری 32 (x86) و 64 (AMD64 ،EM64T ،x64 ،x86-64) بیتی منتشر می‌گردد و در صورت نیاز برای نصب آن در گنو‌لینوکس می‌بایست `سورس کد آن <https://www.python.org/downloads/source/>`_ (که به زبان C است) را دانلود نمایید.
+
+.. note::
+    امکان نصب نسخه‌های متفاوت پایتون در کنار یکدیگر وجود دارد.
+
+در هنگام آخرین ویرایش  این درس نسخه‌  3.11.2 جدیدترین نسخه‌ منتشر یافته‌ پایتون است. برای دسترسی به جدید‌ترین ویژگی‌ها، پیشنهاد می‌شود همیشه جدیدترین نسخه‌ موجود از پایتون را دانلود نمایید.
+
+**با توجه به اینکه تغییر ملموسی در شیوه نصب پایتون ایجاد نگردیده، از بروزرسانی تصاویر و دستورات صرف نظر گردیده است.**
+
+
+.. _setup-on-windows: 
+
+نصب در ویندوز
+---------------
+درست به مانند هر برنامه‌ دیگری در ویندوز، نصب به راحتی تنها با چند بار کلیک بر روی دکمه‌ Next به پایان می‌رسد. پیشنهاد می‌شود مسیر پیش‌فرض نصب (مثلا برای نصب نسخه‌ 3.4.2:‌ ``C:\Python34``) را تغییر ندهید.  قابل ذکر است که در نسخه‌های جدیدتر این مسیر به داخل فولدر Program Files انتقال یافته است، برای مثال برای نسخه 3.11.2 مسیر پیش‌فرض نصب ``C:\Program Files\Python311`` خواهد بود.
+
+در هنگام نصب نسخه‌‌ای که قصد دارید از آن به صورت نسخه‌ پیش‌فرض پایتون خود استفاده نمایید، به این نکته توجه داشته باشید که در مرحله‌ سفارشی‌سازی (Customize) گزینه‌ افزودن خودکار مسیر مفسر پایتون به متغیر Path ویندوز را فعال نمایید (همانند تصویر پایین). در این صورت با وارد کردن دستور ``python`` در خط فرمان ویندوز، مفسر پایتون (این نسخه) فراخوانی می‌شود. برای شروع، با وارد کردن دستور ``python –V`` یا ``python --version`` می‌توانید از نسخه‌ پایتون نصب شده آگاهی یابید:
+
+.. image:: /_static/lessons/l02-install-python-on-windows.png
+    :align: center
+
+.. code::
+
+    > python --version
+    python 3.4.2
+
+در صورت تنظیم نبودن متغیر Path می‌بایست از طریق پنجره خط فرمان و دستور ``cd`` به مسیر نصب مفسر پایتون وارد شوید:
+
+
+.. code::
+
+    > python --version
+    'python' is not recognized as an internal or external command, operable program or batch file.
+
+    > cd C:\Python34\
+
+    > python --version
+    python 3.4.2
+
+البته امکان دستکاری Path در هر زمانی وجود دارد:
+
+مسیر Control Panel > System > Advanced system settings > Advanced را طی کرده و سپس با کلیک بر روی Environment Variables پنجره‌ جدیدی باز می‌گردد که در قسمت System variables آن Path را پیدا و انتخاب نمایید. بر روی Edit در پایین همان پنجره کلیک کرده و عبارت زیر (برای نسخه 3.4) را به ابتدای متن موجود در قسمت Variable value پنجره‌ جدید وارد و سپس بر روی دکمه‌ OK کلیک نمایید. :)
+
+::
+
+        C:\Python34;C:\Python34\Scripts;
+
+
+.. image:: /_static/lessons/l02-add-path-on-windows.png
+    :align: center
+
+.. caution::
+    در ویندوز از کاراکتر نقطه‌ ویرگول (سمی‌کالن Semicolon) یا ``;`` برای جدا‌سازی مسیر دایرکتوری‌ها در متغیر path استفاده می‌گردد. ``C:\Python34`` از عبارت یاد شده، مشخص کننده‌‌ مسیر مفسر پایتون (python.exe) است و با توجه به افزوده شدن pip (سیستم مدیریت بسته‌‌ پایتون) به بسته نصبی پایتون از نسخه‌ 3.4 به بعد، ``C:\Python34\Scripts`` نیز به منظور ایجاد امکان دسترسی و فراخوانی آن (pip.exe یا pip3.exe یا pip3.4.exe - فرقی ندارند) افزوده می‌شود.
+
+اگر بخواهیم بر روی یک ویندوز از هر دو شاخه پایتون نسخه‌ای یا حتی چند نسخه‌ متفاوت از هر یک به مانند نسخه‌های 2.6، 2.7، 3.3 و 3.4 را نصب نماییم؛ یک راه خوب برای فراخوانی مفسر پایتونِ هر یک از آن‌ها در خط فرمان ویندوز، استفاده از راه‌انداز پایتون (Python Launcher) می‌باشد. در این راهکار نیازی به دستکاری متغیر Path نیست و از دستور ``py`` به جای دستور ``python`` استفاده می‌شود؛ به این صورت که با دستور ``py`` یا ``py -2`` مفسر آخرین نسخه‌ موجود از شاخه 2x پایتون و با دستور ``py -3`` نیز مفسر آخرین نسخه‌ موجود از شاخه 3x پایتون فراخوانی می‌گردد. برای فراخوانی مفسر دیگر نسخه‌ها هم می‌بایست نسخه‌ آن‌ها به صراحت ذکر گردد (مانند: ``py -3.3`` و ``py -2.6``):
+
+.. code::
+
+    > py --version
+    2.7.9
+    > py -2 --version
+    2.7.9
+    > py -2.6 --version
+    2.6.6
+    > py -3 --version
+    3.4.2
+    > py -3.3 --version
+    3.3.5
+
+.. _setup-on-linux: 
+
+نصب در گنولینوکس
+------------------
+پایتون معمولا در توزیع‌های گنولینوکس از پیش نصب می‌باشد (بر روی برخی نیز از هر دو شاخه آن نسخه‌ایی نصب است؛ به مانند: Ubuntu و Fedora). برای اطمینان کافی است دستورات ``python2 --version`` (برای نسخه 2x) و ``python3 --version`` (برای نسخه 3x) را در خط فرمان سیستم عامل وارد نمایید؛ به عنوان نمونه وضعیت نسخه‌های پایتون در Ubuntu 14.04 به صورت پایین است:
+
+.. code::
+
+    user> python --version
+    python 2.7.6
+    
+    user> python2 --version
+    python 2.7.6
+    
+    user> python3 --version
+    python 3.4.0
+
+.. note::
+    هم اکنون نسخه‌ 3x، نسخه‌ پیش‌فرض پایتون در اکثر توزیع‌های گنولینوکس است، بنابراین دستور ``python --version`` نیز موجب فراخوانی مفسر پایتون نسخه‌ 3x و نمایش نسخه‌ آن می‌شود.
+
+    `Arch Linux <https://www.archlinux.org/>`_ نخستین توزیع از گنولینوکس است که نسخه‌ 3x را به عنوان نسخه پیش‌فرض پایتون خود قرار داده است.
+
+    در دستورات یاد شده به جای ``version--`` می‌توان از ``V-`` (حرف v بزرگ انگلیسی) نیز استفاده نمود.
+
+اکنون با فرض اینکه توزیع مورد استفاده‌‌، از پیش فاقد نسخه‌ 3x بوده یا اینکه نسخه‌ نصب شده آنقدر قدیمی است که می‌بایست آن را ارتقا (Upgrade) داد؛ پس از دانلود سورس کد نسخه‌ جدید (در این زمان فایل: Python-3.4.2.tar.xz) به صورت زیر عمل خواهیم کرد (نصب نسخه‌ 2x نیز به همین شکل است):
+
+نخست می‌بایست تمام بسته‌های پیش‌نیاز در سیستم عامل نصب گردند. برای این منظور می‌توانید دستورات پایین را (متناسب با نوع توزیع خود) در خط فرمان سیستم عامل وارد نمایید:
+
+در *Fedora*:
+
+.. code::
+
+    user> sudo dnf update
+    user> sudo dnf install make automake autoconf pkgconfig glibc-devel gcc gcc-c++ bzip2 bzip2-devel tar tcl tcl-devel tix tix-devel tk tk-devel zlib-devel ncurses-devel sqlite-devel openssl-devel openssl readline-devel gdbm-devel db4-devel expat-devel libGL-devel libffi-devel gmp-devel valgrind-devel systemtap-sdt-devel xz-devel libX11-devel findutils libpcap-devel
+
+در *Ubuntu*:
+
+.. code::
+
+    user> sudo apt-get update
+    user> sudo apt-get install build-essential
+    user> sudo apt-get install make automake autoconf pkg-config libc6-dev gcc g++ bzip2 libbz2-dev tar tcl tcl-dev tix-dev tk tk-dev zlib1g-dev libncursesw5-dev libsqlite3-dev libssl-dev openssl libreadline-dev libgdbm-dev db4.8-util libexpat1-dev libgl-dev libffi-dev libgmp3-dev valgrind systemtap-sdt-dev xz-utils libX11-dev findutils libpcap-dev
+
+پس از اطمینان از نصب بسته‌های پیش‌نیاز به مسیری که سورس کد پایتون (پس از دانلود) در آن قرار دارد رفته (در اینجا: دایرکتوری Downloads) و فایل سورس کد را از حالت فشرده خارج نمایید. حاصل کار یک دایرکتوری جدید با نامی مشابه Python-3.4.2 است که با استفاده از دستور ``ls`` قابل مشاهده است؛ اکنون می‌بایست از طریق خط فرمان و دستور ``cd`` وارد مسیر آن شوید.
+
+.. code::
+
+    user> cd Downloads/
+    user> ls
+    Python-3.4.2.tar.xz
+    
+    user> tar xf Python-3.4.2.tar.xz
+
+    user> ls
+    Python-3.4.2  Python-3.4.2.tar.xz
+    
+    user> cd Python-3.4.2/
+
+در پایان دستورات پایین را به ترتیب وارد نمایید:
+
+.. code::
+
+    user> sudo ./configure
+    user> sudo make
+    user> sudo make install
+
+اگر پیش از این نسخه‌ای از شاخه 3x پایتون نصب باشد (مانند 3.3)، دستور سطر سوم موجب جایگزین شدن نسخه‌ جدید (3.4) با آن می‌شود؛ این دستور در مواقع ارتقا نسخه پایتون مفید است. چنانچه قصد دارید همچنان به نسخه‌ پیشین نیز دسترسی داشته باشید، دستور ``make altinstall`` را جایگزین ``make install`` نمایید. به عنوان نمونه وضعیت نسخه‌ 3x پایتون، در زمان‌ قبل و بعد از نصب نسخه‌ جدید به همراه مسیر نصب آن در Fedora 20 آورده شده است. به تفاوت عملکرد دو دستور ``make altinstall`` و ``make install`` توجه نمایید:
+
+
+گرفتن نسخه‌های از پیش نصب:
+
+.. code::
+    
+    user> python --version
+    Python 2.7.5
+    
+    user> python2 --version
+    Python 2.7.5
+    
+    user> python3 --version
+    Python 3.3.2
+
+گرفتن مسیر و نسخه‌ پایتون 3x پس از نصب نسخه 3.4.2 با استفاده از دستور ``make altinstall`` :
+
+.. code::
+    
+    user> which python3
+    /usr/bin/python3
+    
+    user> which python3.4
+    /usr/local/bin/python3.4
+    
+    user> python3 --version
+    Python 3.3.2
+    
+    user> python3.4 --version
+    Python 3.4.2
+
+گرفتن مسیر و نسخه‌ پایتون 3x پس از نصب نسخه 3.4.2 با استفاده از دستور ``make install`` :
+
+.. code::
+    
+    user> which python3
+    /usr/local/bin/python3
+    
+    user> which python3.4
+    /usr/local/bin/python3.4
+    
+    user> python3 --version
+    Python 3.4.2
+    
+    user> python3.4 --version
+    Python 3.4.2
+
+در روشی دیگر برای نصب کردن چندین نسخه‌ متفاوت از یک شاخه پایتون، می‌توان هر یک را در محل مشخصی از دیسک نصب نمود. برای این منظور می‌بایست از دستوراتی مشابه پایین استفاده نمایید:
+
+.. code::
+
+    user> sudo ./configure --prefix=/opt/python3.4
+    user> sudo make
+    user> sudo make install
+
+
+.. caution::
+    عبارت ``opt/python3.4/`` در سطر یکم، مشخص کننده‌‌ محل نصب پایتون است که به دلخواه خود کاربر تعیین می‌گردد.
+
+در صورت استفاده از این روش، مفسر پایتون نسخه نصب شده را می‌توان مشابه هر یک از دو دستور زیر (با ذکر مسیر نصب - در اینجا: opt/python3.4/)‌ فراخوانی نمود:
+
+.. code::
+
+    user> /opt/python3.4/bin/python3 --version
+    Python 3.4.2
+    user> /opt/python3.4/bin/python3.4 --version
+    Python 3.4.2
+
+برای راحتی در فراخوانی می‌توانید نشانی دایرکتوری مفسر پایتون را به متغیر محیطی Path سیستم عامل اضافه نمایید. برای این کار فایل پنهان bashrc. (البته چنانچه از پوسته پیش‌فرض یعنی bash استفاده می‌کنید) موجود در دایرکتوری home (مسیر ~) را توسط یک ویرایشگر متن، باز نموده و عبارتی مشابه پایین را در آن وارد و سپس تغییر ایجاد شده را ذخیره (Save) نمایید:
+
+.. code::
+
+    export PATH=$PATH:/opt/python3.4/bin 
+
+اکنون برای فراخوانی پایتون نصب شده دیگر نیازی به وارد کردن مسیر آن نمی‌باشد ولی به خاطر داشته باشید به دلیل وجود نسخه 3x ای که از پیش نصب بوده (در اینجا: 3.3.2) لازم است نسخه جدید را با ذکر صریح نسخه فراخوانی نمایید:
+
+
+.. code::
+
+    user> python3 --version
+    Python 3.3.2
+    user> python3.4 --version
+    Python 3.4.2
+
+.. note::
+    به صورت کلی برای فراخوانی پایتون نسخه 3x از یکی از دستورات ``python3.4``، ``python3``، ``python`` یا ``python3.x`` که x بیانگر بخش جزئی نسخه پایتون می‌باشد و برای نسخه 2x نیز از دستورات ``python2.7`` ،``python2`` یا ``python2.x`` استفاده می‌گردد. در این راستا چنانچه پایتون در مسیری خاص نصب گردد لازم است مسیر آن به متغیر Path اضافه شود. برای فراخوانی pip و IDLE هر نسخه نیز از همین رویه پیروی می‌شود.
+
+
+.. _python-pip: 
+
+سیستم مدیریت بسته
+-------------------
+`pip <https://pip.pypa.io/en/stable/>`_ (پِپ) سیستم مدیریت بسته‌‌ پایتون است. pip ابزاری است مبتنی بر خط فرمان که از آن برای نصب، حذف، بروز رسانی و در کل مدیریت بسته‌های (یا کتابخانه‌ها‌ی شخص ثالث) پایتون استفاده می‌گردد. برنامه‌نویس پس از یافتن بسته‌ مورد نیاز خود در PyPI یا وب‌سایت‌ها و سرویس‌های دیگری به مانند github.com و bitbucket.com می‌تواند به وسیله دستور pip در خط فرمان، اقدام به نصب آن در پایتون نماید.
+
+.. tip::
+    `PyPI <https://pypi.org/>`_ (پای‌پِ) یا مخزن بسته‌های پایتون (Python Package Index) محلی است که بسیاری از کتابخانه‌ها یا برنامه‌های شخص ثالث پایتون در آن نگه داری می‌شود. کاربران پایتون می‌توانند از طریق PyPI پروژه (یا بسته) خود را منتشر یا اقدام به جستجو و  دانلود بسته‌های مورد نیاز خود نمایند.
+    
+
+آشنایی با مخازنی همچون PyPI و استفاده از pip در توسعه پروژه‌های پایتونی اهمیت بالایی دارد. برای مثال فرض نمایید در پروژه خود می‌بایست تاریخ را با فرمت جلالی نمایش دهید. راه‌حل ابتدایی، توسعه کدها یا ماژولی برای تبدیل تاریخ میلادی (پیش‌فرض در پایتون) به جلالی توسط خودتان می‌باشد. راه‌حل دیگر اما جستجو برای یافتن  کتابخانه‌ یا ماژول‌هایی است که پیش‌تر توسط دیگران توسعه یافته و در مخازنی همانند PyPI منتشر یافته است. در این شرایط برای دسترسی به این کتابخانه‌ها‌ی شخص ثالث تنها کافی است با استفاده از pip آن‌ها را مجموعه کتابخانه‌های داخل رایانه خود اضافه نمایید.
+
+pip از زمان انتشار نسخه‌ 3.4 به بسته‌ نصبی پایتون افزوده شده است و به همراه آن نصب می‌شود ولی در صورت نیاز به pip برای نسخه‌های قدیمی‌تر، می‌بایست آن را به صورت جداگانه‌ نصب نمایید.
+
+.. note::
+    نسخه 2.7.9 پایتون پس از نسخه 3.4 منتشر شده است؛ بنابراین با نصب این نسخه و نسخه‌های جدیدتر آن از شاخه 2x پایتون نیز pip در دسترس خواهد بود.
+
+
+برای نصب pip لازم است تا فایل `get-pip.py <https://bootstrap.pypa.io/get-pip.py>`_ را دانلود نمایید. 
+
+سپس به وسیله‌ دستوری مشابه ``python get-pip.py`` در خط فرمان، با سطح کاربری Administrator (در ویندوز) یا root (در گنولینوکس) می‌توانید اقدام به نصب pip نمایید. فراموش نشود، در زمان نصب نیاز به اتصال اینترنت می‌باشد.
+
+
+.. note::
+    منظور از ``python`` در دستور ``python get-pip.py``، فراخوانی مفسر پایتون نسخه‌ایست که قصد داریم pip را در آن نصب کنیم.
+
+برای نمونه؛ با فرض دانلود بودن ``get-pip.py`` و قرار داشتن آن در دایرکتوری Downloads سیستم عامل،‌ برای نصب pip در نسخه 3x (مثلا قدیمی!) پایتون به صورت پایین عمل می‌نماییم:
+
+در *گنولینوکس*:
+
+.. code::
+
+    user> cd Downloads/
+    user> sudo python3 get-pip.py
+    
+    [...]
+    Successfully installed [...]
+    
+    user> pip3 --version
+    pip 7.0.1 [...]
+
+
+در *ویندوز*:
+
+.. code::
+
+    > cd Downloads\
+    > python get-pip.py
+    
+    [...]
+    Successfully installed [...]
+    
+    > pip --version
+    pip 7.0.1 [...]
+
+*توجه داشته باشید که پیش از این، محل نصب پایتون نسخه 3x به ترتیبی که گفته شد به متغیر Path ویندوز افزوده بودیم و cmd نیز به صورت Administrator اجرا شده است.*
+
+کار با pip بسیار آسان است. به عنوان نمونه برای نصب `Bottle <https://bottlepy.org/>`_ که یک وب فریم‌ورک (Web Framework) برای پایتون است از دستور ``pip install bottle`` استفاده می‌گردد. با وارد کردن این دستور، Bottle در PyPI (به عنوان مخزن پیش‌فرض pip) جستجو می‌شود و پس از یافتن، ابتدا دانلود، سپس نصب و به دایرکتوری site-packages پایتون افزوده می‌شود. 
+
+در ادامه برخی از دستورات رایج pip آورده شده است. برای کسب دانش بیشتر از چگونگی استفاده‌ pip می‌توانید به `اسناد آن <https://pip.pypa.io/en/stable/>`_ مراجعه نمایید.
+
+
+* نصب آخرین نسخه از یک بسته::
+    
+    # pip install [package name]
+    
+    root> pip install SomePackage
+
+* نصب یک نسخه خاص از یک بسته:: 
+    
+    # pip install [package name]==[version]
+    
+    root> pip install SomePackage==1.0.4
+
+* حذف یک بسته::
+    
+    # pip uninstall [package name]
+    
+    root> pip uninstall SomePackage
+
+* بروز رسانی یک بسته::
+    
+    # pip install --upgrade [package name]
+    
+    root> pip install --upgrade SomePackage
+
+  برای بروز رسانی خود pip نیز از همین الگو استفاده می‌شود: ``pip install --upgrade pip``
+
+  البته در ویندوز می‌بایست از دستور زیر استفاده نمایید::
+
+          python -m pip install -U pip
+
+  به جای ``upgrade--`` می توانید از ``U-`` نیز استفاده نمایید.
+
+|
+
+
+* گرفتن فهرست تمام بسته‌های نصب شده:
+
+  ::
+    
+      user> pip list
+
+* گرفتن فهرست تمام بسته‌هایی که می‌بایست بروز رسانی شوند::
+    
+    user> pip list --outdated
+
+* مشاهده جزییات یک بسته نصب شده::
+    
+    # pip show [package name]
+    
+    user> pip show SomePackage
+
+
+* نصب تمام بسته‌هایی که درون یک فایل متنی به مانند requirements.txt مشخص شده است (`فایل نمونه <https://pip.pypa.io/en/stable/reference/requirements-file-format/#requirements-file-format>`__)::
+    
+    root> pip install -r requirements.txt
+   
+
+
+.. _python-pip-user: 
+   
+user--
+~~~~~~~~
+
+ماژول pip به صورت پیش‌فرض تمامی بسته‌های دریافتی را در مسیری قرار می‌دهد که در کل رایانه (تمامی کاربران) قابل دسترس باشد. این روش نصب و مدیریت بسته به صورت حرفه‌ای  پیشنهاد نمی‌شود، چرا که در بلند مدت و در هنگام توسعه برنامه‌های گوناگون، برنامه‌نویس را دچار مشکل خواهد کرد. علاوه بر این، هر نصب بسته نیاز به دسترسی root (دستور sudo) یا Administrator خواهد داشت که مشکلات خاص خود را به همراه دارد.
+
+
+بهترین راه حل یا شیوه مدیریت پروژه در پایتون، ایجاد محیط مجازی (Virtual Environment) به ازای هر پروژه می‌باشد. در این حالت برای هر پروژه یک محیط پایتونی کاملا ایزوله و مستقل ایجاد می‌گردد. بنابراین ماژول pip هر بسته مورد نیاز در هر پروژه را تنها در همان پروژه قرار می‌دهد. چگونگی ایجاد محیط مجازی در پایتون توسط درس آینده بررسی خواهد شد.
+
+
+شیوه دیگر استفاده از ``user--`` در میان دستور ماژول pip می‌باشد. این یک روش ساده برای پرهیز از نیاز به دسترسی root (دستور sudo) یا Administrator می‌باشد. در این شرایط ماژول pip هر بسته مورد نیاز را در محیط کاربری، کاربر جاری نگهداری می‌کند::
+
+    user> pip install --user bottle
+
+|
+
+----
+
+:emoji-size:`😊` امیدوارم مفید بوده باشه
+
+
diff --git a/source/lessons/l03-create-and-run-a-python-project.rst b/source/lessons/l03-create-and-run-a-python-project.rst
index 72c4914..0a59047 100644
--- a/source/lessons/l03-create-and-run-a-python-project.rst
+++ b/source/lessons/l03-create-and-run-a-python-project.rst
@@ -1,578 +1,578 @@
-.. role:: emoji-size
-
-.. meta::
-   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس سوم: چگونگی ایجاد و اجرای یک پروژه پایتون
-   :keywords: پایتون,آموزش پایتون, آموزش برنامه نویسی, ایجاد پروژه پایتون, اسکریپت پایتون, ماژول پایتون, بسته پایتون, ساختار پایتون, پروژه پایتون, سورس کد, سورس کد پایتون, اجرای پایتون, اسکریپت, ماژول, pyvenv, virtualenv
-
-
-.. _lesson-03: 
-
-درس ۰۳: چگونگی ایجاد و اجرای یک پروژه پایتون
-=============================================
-
-.. figure:: /_static/pages/03-python-project-structure.jpg
-    :align: center
-    :alt: چگونگی ایجاد و اجرای یک پروژه پایتون
-    :class: page-image
-
-    Photo by `Sam Moqadam <https://unsplash.com/photos/UkwbRZkt8zM>`__
-
-این درس به چگونگی ایجاد پروژه‌‌های برنامه‌نویسی پایتون و اجرای آن‌ها اختصاص یافته است. درس با بیان تعاریف و رسم ساختار معمول یک  پروژه شروع  و اشاره‌ای نیز به ساختار پروژه‌های قابل انتشار در PyPI می‌شود. در بخش یکم تلاش شده است که تصویر کاملی از ساختار یک پروژه در ذهن خواننده ایجاد و از این طریق او با تعاریف «بسته»، «ماژول» و «اسکریپت» در زبان پایتون آشنا شود. در دو بخش‌ بعدی نیز ضمن اشاره به دو شیوه‌ اجرای دستورات پایتون، به شیوه ایجاد اسکریپت و چگونگی اجرای آن تمرکز شده است؛ چرا که پروژه‌های پایتون به این شیوه اجرا می‌گردند. در ادامه هم به روند اجرای کد توسط مفسر پایتون و همچنین به معرفی بایت‌کد و در نهایت نیز به معرفی virtualenv و pyvenv پرداخته شده است.
-
-:emoji-size:`✔` سطح: پایه
-
-
-----
-
-.. contents:: سرفصل‌ها
-    :depth: 2
-
-----
-
-.. _definations: 
-
-تعاریف
---------------
-
-سورس کد یک پروژه به زبان پایتون در قالب یک یا چند «ماژول» (Module) توسعه می‌یابد که در سورس کدهایی با بیش از یک ماژول بهتر است ماژول‌هایی که از نظر منطقی با یکدیگر مرتبط هستند را درون دایرکتوری‌هایی مجزا قرار دهیم که به این نوع دایرکتوری‌ها در زبان پایتون «بسته» (Package) گفته می‌شود.
-
-.. tip::
-    یک یا چند ماژول درون یک دایرکتوری مشخص تشکیل یک بسته را می‌دهند و هر بسته خود می‌تواند حاوی بسته‌(های) دیگری باشد. 
-
-.. note::
-    از نسخه 3.3 پایتون با افزوده شدن ویژگی جدیدی به نام «بسته فضانام» (Namespace Package - `PEP 420 <http://www.python.org/dev/peps/pep-0420>`_)، تعریف بسته پایتون به دو شاخه «بسته عادی» (Regular Package) که همان تعریف قدیمی از بسته می‌باشد و بسته فضانام گسترش یافته است.
-
-    در واقع، تا قبل از پایتون 3.3 هر بسته پایتون می‌بایست حاوی یک فایل ``init__.py__`` باشد ولی دیگر نیازی به این فایل نیست و مفسر پایتون اکنون می‌تواند تمامی بسته‌های داخل پرو‌ژه را محل‌یابی کند. در این درس به منظور شفاف‌سازی بسته‌ها از روش Regular Package استفاده خواهد شد.
-
-در تعریف زبان پایتون دو نوع ماژول وجود دارد:
-
-۱- Pure Module (ماژول عادی)، همان تعریف عادی از ماژول پایتون است؛ فایل‌هایی با پسوند py که کد (تعاریف و دستورات) به زبان پایتون در آن‌ها نوشته می‌شود.
-
-۲- Extension Module (ماژول توسعه)، ماژول‌هایی که توسط زبان‌های برنامه‌نویسی دیگری  به غیر از پایتون  تهیه شده‌اند. از درس یکم به خاطر داریم که پایتون یک زبان توسعه‌پذیر است و در کنار آن می‌توان از کد‌های نوشته شده با دیگر زبان‌های برنامه‌نویسی استفاده نمود: به مانند C و ++C در پیاده‌سازی CPython یا Java در پیاده‌سازی Jython یا #C در پیاده‌سازی IronPython - بررسی این نوع ماژول خارج از حوزه این کتاب است. در صورت علاقه برای مطالعه بیشتر می‌توانید به مستندات پایتون مراجعه (`Python/C API Reference <https://docs.python.org/3/c-api/index.html>`_) یا کتاب Python 3.6 Extending and Embedding Python نوشته Guido Van Rossum را تهیه نمایید.
-
-.. note::
-    از این پس هر جایی از این کتاب که گفته شود «ماژول» منظور Pure Module خواهد بود، مگر اینکه نام «ماژول توسعه» به صراحت ذکر گردد.
-
-در ایجاد یک پروژه از پایتون هیچ اجباری به رعایت ساختار خاصی نیست و سورس کد یک پروژه می‌تواند تنها شامل یک ماژول (فایل با پسوند py.) باشد. به عنوان نمونه، شمای پایین از پروژه فرضی SampleProject را در نظر بگیرید:
-
-.. code::
-    
-    SampleProject
-    .
-    └── sample_project.py
-
-یا کمی پیچیده‌تر:
-
-.. code::
-    
-    SampleProject
-    .
-    ├── sample_project.py
-    └── pakage/
-        ├── __init__.py
-        ├── module_two.py
-        └── module_one.py
-
-.. tip::
-    در پایتون هر **Regular Package** می‌بایست حاوی فایل ویژه‌‌‌ ``init__.py__``  باشد که البته الزامی به کدنویسی درون این فایل وجود ندارد. این فایل دایرکتوری خود را به عنوان یک بسته (محلی برای یافتن ماژول‌های مرتبط) به مفسر پایتون معرفی می‌کند.
-
-در ایجاد سورس کد باید به صورتی عمل شود که با اجرای یک ماژول‌ مشخص تمام برنامه اجرا گردد. این ماژول معمولا هم نام پروژه در نظر گرفته و با عنوان «اسکریپت» (Script) از آن یاد می‌شود (اینجا:‌ sample_project.py). در واقع اسکریپت، ماژولی است که با هدف اجرای برنامه توسعه می‌یابد و ایجاد سورس کد نیز از آن شروع می‌گردد. 
-
-.. tip::
-  هر پروژه پایتون باید حاوی یک اسکریپت باشد ولی می‌تواند هیچ، یک یا چند ماژول داشته باشد  که این ماژول‌ها نیز می‌توانند در قالب بسته‌هایی جداگانه سازمان‌دهی شوند. 
-
-.. tip::
-    [`PEP 8 <http://www.python.org/dev/peps/pep-0008/>`_]: در نام‌گذاری ماژول‌ها تنها از حروف کوچک استفاده می‌شود و در صورت نیاز می‌توان از کاراکتر خط زیرین (``_``) نیز استفاده نمود (اما پیشنهاد نمی‌شود). نام بسته‌ها کوتاه بوده و از حروف کوچک تشکیل می‌گردد.
-
-.. _source-code: 
-
-ایجاد سورس کد
----------------
-برای ایجاد فایل‌های سورس کد (ماژول‌ها و اسکریپت) نیاز به هیچ برنامه یا ابزار خاصی نیست و تنها با استفاده از یک ویرایشگر ساده متن (مانند برنامه Notepad در ویندوز) می‌توانید آن‌ها را ایجاد و ویرایش نمایید.
-
-در ادامه پروژه‌ای (یا در واقع یک فولدر) به نام FirstProject که  تنها حاوی یک فایل اسکریپت (first_project.py) خواهد بود را ایجاد می‌نماییم. وظیفه این اسکریپت فرستادن حاصل عبارت ``4÷(6×5-50)`` به خروجی  (Output) خواهد بود.
-
-.. code::
-    
-    FirstProject
-    .
-    └── first_project.py
-
-داخل فولدر پروژه فایل first_project.py را ایجاد و سپس به کمک یک برنامه‌ ویرایشگر متن آن را ویرایش و کد پایین را در آن درج و سپس ذخیره می‌نماییم.
-
-.. code-block:: python
-    :caption: first_project.py
-    
-    # This script prints a value to the screen.
-
-    print("(50-5×6)÷4 =", (50-5*6)/4)
-
-در بخش بعدی به اجرای پروژه FirstProject خواهیم پرداخت؛ در این بخش بهتر است کمی به بررسی کدهای آن بپردازیم:
-
-در زبان پایتون هر متنی که بعد از کاراکتر ”Number sign“ یا # (در همان سطر) قرار بگیرد توسط مفسر پایتون نادیده گرفته می‌شود و تاثیری در روند ترجمه و اجرای کدها ندارد، به این نوع متن‌ «توضیح» (کامنت Comment) گفته می‌شود و از آن برای مستندسازی (Documentation) ماژول، یعنی ارایه توضیح در مورد بخشی از کد استفاده می‌گردد. ارایه توضیح نقش زیادی در خوانایی ماژول دارد و کمک می‌کند تا افراد دیگر - حتی خودتان - بتوانند عملکرد کدهای ماژول (یا اسکریپت) را بفهمند.
-
-سطرهای خالی (Blank Lines) نیز توسط مفسر پایتون نادیده گرفته می‌شوند و تاثیری در روند ترجمه و اجرای کدها ندارند. استفاده درست از سطرهای خالی بر خوانایی کدهای ماژول می‌افزاید.
-
-روش رایج فرستادن داده به خروجی (اینجا:‌ چاپ بر روی صفحه نمایش) در پایتون، استفاده از تابع ``()print`` است. تابع در برنامه‌نویسی همان مفهوم ریاضی خود را دارد، موجودیتی که مقادیری را به عنوان ورودی دریافت و بر اساس آن خروجی تولید می‌کند، بحث تابع بسیار گسترده است که طی دروس دوازدهم تا چهاردهم به صورت کامل شرح داده خواهد شد.
-
-تابع print توانایی دریافت هر تعداد داده و از هر نوع را دارد و در صورت دریافت یک عبارت محاسباتی (Arithmetic) یا منطقی (Logical) ابتدا حاصل آن را محاسبه یا ارزیابی کرده و پس از تبدیل به نوع داده string در خروجی قرار می‌دهد. در هنگام فرستادن چندین داده گوناگون به خروجی می‌بایست آن‌ها را توسط کاما (Comma) از یکدیگر جدا نماییم. در اینجا نیز print دو داده برای فرستادن به خروجی دریافت کرده است؛ یک نوع داده string و یک عبارت محاسباتی.
-
-
-به دنباله‌ای از کاراکترها که بین دو نماد نقل قول (Quotation): ``" "`` یا ``' '`` محصور شده‌ باشند، نوع داده string گفته می‌شود.
-
-
-.. _running: 
-
-
-اجرای سورس کد
----------------
-در حالت کلی به دو شیوه می‌توان به زبان پایتون کد نوشت و اجرا نمود: ۱- به حالت تعاملی (Interactive) با مفسر پایتون ۲- با ایجاد اسکریپت پایتون.
-
-شیوه تعاملی: در این روش می‌بایست ابتدا دستور فراخوانی مفسر پایتون (حالت عمومی دستور: ``python``) را در رابط خط فرمان سیستم عامل وارد نمایید؛ توسط این دستور خط فرمان وارد حالت تعاملی پایتون می‌شود و اکنون به سادگی می‌توانید شروع به کد‌نویسی نمایید. در این حالت هر کدی که وارد شود بلافاصله اجرا شده و در صورت لزوم نتیجه آن نیز نمایش داده می‌شود. از آنجا که در این روش امکان برگشت و ویرایش کدهای وارد شده وجود ندارد، در عمل زیاد کارآمد نبوده و از آن بیشتر در مواردی مانند گرفتن نتیجه‌ قطعه کدهای کوچک، اهداف آموزشی، دریافت راهنمایی یا ماشین حساب! استفاده می‌گردد. چگونگی کار با حالت تعاملی پایتون در درس بعدی بررسی می‌شود.
-
-.. code::
-    
-    > python
-    Python 3.10.5 (main, Jul 22 2022, 17:09:35) [GCC 9.4.0] on linux
-    Type "help", "copyright", "credits" or "license" for more information.
-    >>>
-    >>> 
-    >>> a = 3
-    >>> b = 2
-    >>> a * b
-    6
-    >>>
-
-شیوه دیگر که موضوع همین بخش است، ایجاد اسکریپت می‌باشد. می‌دانیم که اسکریپت، ماژولی است که برای اجرای سورس کد توسعه یافته و اجرای یک برنامه پایتونی همیشه از اسکریپت شروع می‌شود.
-
-برای اجرای اسکریپت می‌بایست در خط فرمان سیستم عامل دستور فراخوانی مفسر پایتون را به همراه نام کامل اسکریپت (نشانی + نام + پسوند) وارد نمایید.
-
-نمونه‌های پایین،‌ نتیجه اجرای اسکریپت بخش پیش را از طریق رابط خط فرمان گنولینوکس نمایش می‌دهد:
-   
-.. code:: 
- 
-    user> python /home/user/Documents/FirstProject/first_project.py
-    (50-5×6)÷4 = 5.0
-
-یا:
-
-.. code:: 
- 
-    user> cd /home/user/Documents/FirstProject
-    user> python first_project.py
-    (50-5×6)÷4 = 5.0
-
-چنانچه کاربر سیستم عامل ویندوز هستید به این نکته توجه داشته باشید که به دلیل وجود کاراکترهای خاصی (÷ و ×) که قرار است توسط print بر روی خط فرمان نمایش داده شوند و همچنین امکان عدم پشتیبانی پیش‌فرض خط فرمان ویندوز از کدگذاری UTF-8، به هنگام اجرای اسکریپت خطایی گزارش می‌شود که ارتباطی با کد پایتون ندارد. در این مواقع پیشنهاد می‌شود از برنامه PowerShell استفاده نموده و پیش از اجرای اسکریپت دستور ``chcp 65001`` را وارد نمایید - به صورت پایین:
-
-.. code::
-    
-    PS > chcp 65001
-    Active code page: 65001
-    
-    PS > python C:\Users\user\Documents\FirstProject\first_script.py
-    (50-5×6)÷4 = 5.0
-
-چگونگی اجرای اسکریپت‌های پایتون چیزی بیش از این نیست، البته می‌توان در هنگام اجرای اسکریپت داده‌هایی را نیز به عنوان آرگومان به آن ارسال نمود که این مورد در درس بعدی بررسی می‌شود.
-
-معمولا در گنولینوکس سطری به مانند پایین به ابتدای اسکریپت‌های پایتون (فقط در سطر یکم) اضافه می‌کنند، در این صورت به هنگام اجرا دیگر نیازی به فراخوانی مفسر پایتون نبوده و تنها می‌بایست پس از تغییر حالت (Mode) اسکریپت مورد نظر به حالت قابل اجرا (توسط دستور `chmod <http://en.wikipedia.org/wiki/Chmod#Symbolic_modes>`_)، آن را به روش معمول در یونیکس اجرا نماییم:
-
-::
-    
-    #!/usr/bin/env python
-
-``env`` یک دستور شل (Shell) یونیکس است که در زمان اجرای اسکریپت مفسر پایتون را می‌یابد و نشانی آن را جایگزین می‌کند. به جای استفاده از ``env`` می‌توان نشانی مفسر پایتون مورد نظر را به صورت صریح مانند ``usr/bin/python/!#`` نوشت که البته در مواردی که پایتون به صورت جداگانه نصب شده باشد (نشانی مفسر در این حالت: usr/local/bin/python/)، کارایی ندارد و موجب شکست در اجرا می‌گردد.
-
-اکنون برای نمونه اگر اسکریپت first_script.py را برای اجرا در گنولینوکس کامل‌تر سازیم:
-
-.. code-block:: python
-    
-    #!/usr/bin/env python
-    
-    # This script prints a value to the screen.
-    print "(50-5×6)÷4 =", (50-5*6)/4
-
-پس از تغییر حالت، می‌توان آن را به صورت زیر در توزیع‌های گنولینوکس اجرا نمود:
-    
-.. code::
-
-    user> cd /home/user/Documents/FirstProject
-
-    user> chmod +x first_project.py
-
-    user> ./first_project.py
-    (50-5×6)÷4 = 5
-
-.. note::
-    نباید نماد !# (`shebang <http://en.wikipedia.org/wiki/Shebang_(Unix)>`_) را با نماد کامنت در پایتون (#) اشتباه گرفت.
-
-
-|
-
-ایجاد اسکریپت پایتون و اجرای آن همان‌طور که مشاهده کردید بسیار ساده است و وابسته به وجود هیچ ابزار خاصی نیست ولی برای پایتون نیز مانند هر زبان پر کاربرد دیگری تعداد زیادی `IDE <https://en.wikipedia.org/wiki/Integrated_development_environment>`_ توسعه داده شده است که در ادامه به معرفی چند نمونه محبوب از آن‌ها خواهیم پرداخت.
-
-* `PyCharm <https://www.jetbrains.com/pycharm/>`_: محصولی از شرکت فوق‌العاده JetBrains است که البته نسخه کامل آن فروشی است ولی نسخه کامیونیتی (Community) آن رایگان و متن باز می‌باشد که از بسیاری ویژگی‌ها و امکانات ویژه برخوردار است. (`مقایسه نسخه‌ها <https://www.jetbrains.com/pycharm/features/editions_comparison_matrix.html>`_)
-
-* `PyDev <http://www.pydev.org/>`_: یک IDE کامل، متن باز و رایگان است که برای پلتفرم `Eclipse <http://www.eclipse.org>`_ ارایه می‌شود.
-
-* `NetBeans <https://netbeans.apache.org/>`_: یک IDE کامل، متن باز و رایگان است که طرفداران بسیاری دارد. NetBeans به صورت پیش‌فرض از پایتون پشتیبانی نمی‌کند و باید پلاگین مربوط به آن نصب گردد. (`پلاگین nbPython <http://nbpython.org/>`_)
-
-
-
-.. tip::
-    IDE یا Integrated development environment به ابزارهایی گفته می‌شود که علاوه‌بر یک ویرایشگر متن پیشرفته، امکانات بسیار کاربردی دیگری را نیز به مانند دیباگر (`Debugger <https://en.wikipedia.org/wiki/Debugger>`__) در اختیار برنامه‌نویس قرار می‌دهد.
-
-
-.. admonition:: تمرین
-    
-  یک اسکریپت پایتون ایجاد کنید که نام و سن شما را تنها با یکبار استفاده از تابع ``()print`` به صورت پایین بر روی خروجی نمایش دهد::
-      
-      Name: Hideyoshi Nagachika - Age: 19  
-
-  ** حالت‌های مختلفی که می‌توان به این ساختار از خروجی رسید را امتحان نمایید (ورودی‌های متفاوت)
-
-
-.. _modular-programming: 
-
-برنامه‌نویسی ماژولار
------------------------
-یک الگوی توصیه شده در برنامه‌نویسی، توسعه برنامه در واحدهایی کوچک از کد است. به گونه‌ای که هر واحد یک نقش مشخص و مستقل از دیگر واحدها داشته باشد. مستقل به این معنی که تغییر یا جایگزینی یک واحد نباید بر روی عملکرد دیگر واحدها تاثیرگذار باشد. به این ترتیب فرآیند خطایابی، نگهداری و توسعه برنامه به مراتب بهبود می‌یابد. یکی از امکانات پایتون در رسیدن به این اصل، استفاده درست از مفاهیم بسته و ماژول است. 
-[برای مطالعه بیشتر: `Modular programming <https://en.wikipedia.org/wiki/Modular_programming>`_ و `Loose coupling <https://en.wikipedia.org/wiki/Loose_coupling>`_]
-
-
-پروژه پایین که تنها شامل یک اسکریپت است را در نظر بگیرید:
-
-.. code::
-    
-    TokyoGhoul
-    .
-    └── tokyo_ghoul.py
-
-.. code-block:: python
-    :linenos:
-    :caption: tokyo_ghoul.py
-    
-    print("Name:")
-    print("Actor_1:", "Hideyoshi Nagachika")
-
-    print("Name:")
-    print("Actor_2:", "Ken Kaneki")
-
-    print("Age:")
-    print("Actor_1:", 19)
-
-    print("Age:")
-    print("Actor_2:", 18)
-
-می‌توان این پروژه را با ساختاری به شکل پایین نیز توسعه داد:
-
-.. code::
-
-    TokyoGhoul
-    .
-    ├── tokyo_ghoul.py
-    │
-    └── actors/
-        │
-        ├── __init__.py
-        │
-        ├── ages/
-        │   ├── __init__.py
-        │   ├── actor1.py
-        │   └── actor2.py
-        │   
-        └── names/
-            ├── __init__.py
-            ├── actor1.py
-            └── actor2.py
-
-
-.. code-block:: python
-    :linenos:
-    :caption: actors.ages.actor1.py
-    
-    print("Age:")
-    print("Actor_1:", 19)
-
-.. code-block:: python
-    :linenos:
-    :caption: actors.ages.actor2.py
-    
-    print("Age:")
-    print("Actor_2:", 18)
-
-.. code-block:: python
-    :linenos:
-    :caption: actors.names.actor1.py
-    
-    print("Name:")
-    print("Actor_1:", "Hideyoshi Nagachika")
-
-.. code-block:: python
-    :linenos:
-    :caption: actors.names.actor2.py
-    
-    print("Name:")
-    print("Actor_2:", "Ken Kaneki")
-
-.. code-block:: python
-    :linenos:
-    :caption: tokyo_ghoul.py
-    
-    import actors.names.actor1
-
-    from actors.names import actor2
-
-    import actors.ages.actor1
-
-    from actors.ages import actor2
-
-خروجی اجرای ``tokyo_ghoul.py`` در هر دو حالت یکی است::
-
-  Name:
-  Actor_1: Hideyoshi Nagachika
-  Name:
-  Actor_2: Ken Kaneki
-  Age:
-  Actor_1: 19
-  Age:
-  Actor_2: 18
-
-اما در حالت دوم امکان توسعه بیشتر بوده و به راحتی می‌توان اطلاعات (نام و سن) جدید را به برنامه افزود. همچنین موارد سن و نام  را می‌توان به دفعات در برنامه استفاده نمود بدون آنکه مجبور به نوشتن کدهای تکراری شویم (`DRY - Don't repeat yourself <https://en.wikipedia.org/wiki/Don%27t_repeat_yourself>`_). البته این مثال با توجه به اطلاعات پایتونی جاری ارایه شده است و دارای ضعفی است که در آینده خود متوجه آن خواهید شد :) 
-
-همانطور که مشاهده می‌شود در پایتون برای ایجاد دسترسی به دیگر ماژول‌ها می‌بایست ابتدا آن‌ها را ``import`` کرد و این عمل در هر جایی از بدنه ماژول یا اسکریپت جاری ممکن است. البته باید توجه داشت که اجرای کدهای پایتون سطر به سطر از بالا به پایین می‌باشد و در صورت نیاز به هر ماژول می‌بایست پیش‌تر آن را ``import`` نمایید.
-
-برای ``import`` هر ماژول می‌بایست نام تمام بسته‌های موجود از ابتدا تا ماژول مورد نظر به ترتیب ذکر گردد به صورتی که همگی با یک کاراکتر ``.`` به یکدیگر متصل شده باشند. در پایان نیز نام ماژول مورد نظر ذکر می‌گردد::
-
-  import actors.names.actor1
-
-
-ماژول‌های داخل هر بسته را می‌توان به صورت زیر نیز ``import`` کرد::
-
-  from actors.names import actor1
-
-استفاده از روش دوم مزایایی دارد که در کامیونیتی پایتون آن را به مراتب پر استفاده‌تر ساخته است. برای مثال فراخوانی اجزای داخلی ماژول را ساده‌تر می‌سازد و دیگر نیازی به ذکر نام بسته ها نخواهد بود. این مورد را به همراه نکات دیگر پیرامون ``import`` کردن ماژول‌ها طی دروس آتی خواهید دید. ذکر تمام ویژگی‌ها و کاربردهای موجود بدون آشنایی با دیگر اجزای زبان برنامه‌نویسی پایتون بیهوده است و در ادامه این کتاب به ترتیب با این اجزا آشنا خواهید شد.
-
-
-.. tip::
-    مفسر پایتون دستورات داخل هر ماژول را یکبار به صورت کامل در نخستین ``import`` اجرا می‌کند.
-
-
-.. admonition:: تمرین
-    
-  تمرین قبل را در ساختار چند ماژولی پیاده‌سازی کنید به گونه‌ای که نام در سطر یکم و سن در سطر دوم چاپ شود.
-
-  ** سعی کنید مسیر ماژول‌های خود را چندین بار تغییر دهید و متناسب با آن‌ها برنامه خود را اصلاح و تست نمایید.
-
-
-.. _interpreter-background: 
-
-پشت صحنه اجرا
----------------
-زمانی که اقدام به اجرای یک اسکریپت می‌کنید؛ ابتدا، اسکریپت و تمام ماژول‌های ``import`` شده در آن به بایت‌کد کامپایل و سپس بایت‌کد‌های حاصل جهت تفسیر به زبان ماشین و اجرا، به ماشین مجازی فرستاده می‌شوند. آنچه ما از آن به عنوان مفسر پایتون (پیاده‌سازی CPython) یاد می‌کنیم در واقع ترکیبی از یک کامپایلر و یک ماشین مجازی است. تصویر پایین به خوبی روند اجرای کدهای پایتون را نمایش می‌دهد.
-
-
-.. image:: /_static/lessons/l03-interpreter.png
-    :align: center
-    :target: http://trizpug.org/Members/cbc/wyntkap/compiler.html
-
-بایت‌کد هر ماژول‌ پایتون در قالب فایلی با پسوند pyc که یاد‌آور py Compiled است، ذخیره می‌گردد. این فایل در یک زیردایرکتوری با نام __pycache__ داخل همان دایرکتوری ماژول ذخیره می‌شود و نام‌گذاری آن نیز با توجه به نام ماژول و نسخه‌ مفسر پایتون مورد استفاده، انجام می‌گیرد (نمونه: module.cpython-34.pyc). مفسر پایتون از این فایل ذخیره شده جهت افزایش سرعت اجرا در آینده بهره خواهد برد؛ به این صورت که در نوبت‌های بعدی اجرا چنانچه تغییری در کدهای ماژول یا نسخه‌ مفسر پایتون صورت نگرفته باشد، مفسر با بارگذاری فایل بایت‌کد موجود از کامپایل مجدد صرف نظر می‌کند.
-
-.. note::
-    مفسر پایتون تنها برای ماژول‌های وارد شده در اسکریپت اقدام به ذخیره کردن فایل بایت‌کد بر روی دیسک می‌کند و برای اسکریپت‌ این عمل صورت نمی‌گیرد. 
-
-    بایت‌کد سورس کدهایی که تنها شامل یک اسکریپت هستند در حافظه‌ (Memory) نگهداری می‌شود.
-
-.. note::
-    زمانی که به هر دلیلی (به مانند: عدم وجود فضای کافی) مفسر پایتون قادر به ذخیره‌ فایل بایت‌کد بر روی دیسک ماشین نباشد، مفسر بایت‌کد را داخل حافظه‌ قرار می‌دهد و مشکلی در اجرا به وجود نخواهد آمد. البته بدیهی است که پس از اتمام اجرا یا قطع ناگهانی منبع تغذیه، بایت‌کد حذف می‌گردد.
-
-.. note::
-    در نسخه‌های پیش از 3.2، دایرکتوری __pycache__ ایجاد نمی‌گردد و فایل بایت‌کد با نامی برابر نام ماژول و در همان دایرکتوری قرار داده می‌شود (نمونه: module.pyc). در این شیوه قدیمی علاوه بر  وجود بی‌نظمی در میان فایل‌ها، تمایز بین ترجمه‌ نسخه‌های متفاوت مفسر پایتون نیز ممکن نمی‌باشد.
-
-کدنویسی در حالت تعاملی را در درس بعدی خواهید آموخت ولی به یاد داشته باشید که مفسر پایتون محیط کدنویسی در این حالت را به مانند یک اسکریپت در نظر می‌گیرد.
-
-
-.. _virtual-environments: 
-
-ایجاد محیط مجازی
-------------------
-حالتی را در نظر بگیرید که در ایجاد پروژه‌های مختلف به نسخه‌های متفاوتی از برخی کتابخانه‌ها نیاز دارید؛ در این صورت چگونه می‌توانید چندین نسخه‌ متفاوت از یک کتابخانه‌ را در پایتون نصب نمایید؟ برای نمونه، فرض نمایید می‌خواهیم بر روی توسعه دو وب‌سایت؛ یکی توسط نسخه جدید (1.8) وب فریم‌ورک جنگو (`Django <http://www.djangoproject.com/>`_) و دیگری بر روی یک نسخه قدیمی (0.96) از آن کار کنیم، ولی نمی‌توانیم!؛ زیرا که نمی‌شود هر دوی این نسخه‌ها را با هم در پایتون (دایرکتوری site-packages) نصب داشت. در این وضعیت راه حل ایجاد محیط‌هایی مجازی (Virtual Environments) برای توسعه پروژه‌های مورد نظر است؛ محیطی که توسعه و اجرای هر پروژه پایتون را به همراه تمام وابستگی‌های (Dependencies) آن از پروژه‌های دیگر جدا یا ایزوله (isolate) می‌کند. در ادامه به بررسی دو ابزار رایج در این رابطه می‌پردازیم.
-
-virtualenv
-~~~~~~~~~~~
-
-در اینجا برای نصب `virtualenv <http://virtualenv.pypa.io>`_  (ویرچوال اِنو) از pip استفاده می‌کنیم. [`برای اطلاعات بیشتر به درس پیش مراجعه نمایید </lessons/l02.html#id8>`_] - پیش از شروع هر نصبی بهتر است pip را آپدیت نماییم؛ این مراحل را در سیستم عامل گنو لینوکس به صورت پایین دنبال می‌کنیم::
-
-    user> sudo pip install -U pip
-
-    [...]
-    Successfully installed pip[...]
-    
-    user>
-
-*نصب virtualenv:* ::
-
-    user> sudo pip install virtualenv
-    
-    [...]
-    Successfully installed virtualenv[...]
-    
-    user>
-
-.. note::
-    چنانچه بر روی سیستم عاملی هر دو نسخه 2x یا 3x نصب است؛ این موضوع که virtualenv را توسط pip کدام نسخه نصب نمایید، اهمیت چندانی ندارد. چرا که امکان استفاده از آن برای دیگر نسخه‌ها نیز وجود دارد.
-
-اکنون برای ایجاد یک محیط مجازی از دستور ``virtualenv ENV`` استفاده می‌شود که منظور از ``ENV`` در آن، نشانی دایرکتوری دلخواهی است که قصد داریم محیط مجازی در آن ایجاد گردد::
-
-     user> virtualenv Documents/SampleENV/
-
-دستور بالا موجب ایجاد یک محیط مجازی در مسیر ``/Documents/SampleENV`` سیستم عامل، بر پایه مفسر پایتونی که از pip آن برای نصب virtualenv استفاده کردیم می‌شود و چنانچه بخواهیم محیط مجازی خود را بر پایه‌ نسخه‌ موجود دیگری از پایتون ایجاد نماییم، لازم است با استفاده از گزینه ``python--`` نشانی مفسر آن مشخص گردد [`صفحه راهنما <http://virtualenv.pypa.io/en/latest/reference.html#cmdoption-p>`_]::
-
-    user> virtualenv --python=python2 ENV
-    
-::
-
-    user> virtualenv --python=python3 ENV
-    
-::
-
-    user> virtualenv --python=/opt/python3.3/bin/python ENV
-
-
-*در نمونه کد‌ بالا، نسخه‌های 2.7 و 3.4 پایتون از پیش بر روی سیستم عامل نصب بوده و نسخه 3.3 توسط کاربر در مسیر opt/python3.3/ نصب شده است.*
-
-مثالی دیگر برای کاربران ویندوز::
-
-    > virtualenv --python=C:\Python25\python.exe Documents\SampleENV\
-
-اکنون می‌توانیم در پروژه خود به کتابخانه‌ها، pip، دایرکتوری site-packages و مفسری اختصاصی دسترسی داشته باشیم. البته پیش از شروع کار با یک محیط مجازی می‌بایست آن را ``activate`` (فعال) و پس از اتمام کار نیز آن را ``deactivate`` (غیر فعال) نماییم. فعال کردن در اینجا به معنای تنظیم متغیر Path سیستم عامل بر روی مفسر محیط مجازی مورد نظر است که با غیر فعال کردن، این وضعیت از بین می‌رود.
-
-*در گنولینوکس:* ::
-
-    user> cd Documents/SampleENV/
-    user> source bin/activate 
-    (SampleENV)$ 
-
-::
-
-    (SampleENV)$ deactivate
-    user>
-
-*در ویندوز:* ::
-
-    > cd Documents\SampleENV\
-    > Scripts\activate.bat
-    (SampleENV)>
-
-::
-
-    (SampleENV)> deactivate.bat
-    >
-
-
-pyvenv
-~~~~~~
-از نسخه 3.3 پایتون به بعد ماژولی با نام `venv <http://docs.python.org/3/library/venv.html>`_ برای ایجاد محیط مجازی به کتابخانه استاندارد پایتون افزوده شده است که می‌توان از آن به جای نصب virtualenv استفاده نمود؛ برای این منظور از دستور pyvenv (پای وی اِنو) و با الگویی مشابه ``pyvenv ENV`` استفاده می‌گردد.
-
-*در گنولینوکس:* ::
-
-    user> pyvenv Documents/SampleENV/
-    
-    user> cd Documents/SampleENV/
-    user> source bin/activate 
-    (SampleENV)$ 
-
-::
-
-    (SampleENV)$ deactivate
-    user>
-
-*در ویندوز:* ::
-
-    > C:\Python34\python C:\Python34\Tools\Scripts\pyvenv.py Documents\SampleENV\
-
-یا ::
-
-    > C:\Python34\python -m venv Documents\SampleENV\
-
-[*در درس بعد با ساختار نمونه کد بالا آشنا می‌شوید*]
-
-::
-
-    > cd Documents\SampleENV\
-    > Scripts\activate.bat
-    (SampleENV)>
-
-::
-
-    (SampleENV)> deactivate.bat
-    >
-
-
-.. note::
-    به عنوان یک رفتار توصیه شده بهتر است، در ازای هر پروژه پایتونی که آغاز می‌کنید یک محیط مجازی مخصوص نیز ایجاد نمایید. همچنین هر پروژه نیز بهتر است همواره حاوی فایل requirements.txt مخصوص به خود باشد تا مراحل آماده‌سازی (نصب بسته‌های پیش‌نیاز یا مورد استفاده در پروژه - dependencies) در این محیط به مراتب ساده‌تر گردد.
-
-
-.. _packaging-projects: 
-
-انتشار پروژه
---------------
-
-
-اکنون اطلاعات کافی برای شروع یک پروژه از پایتون را دارید ولی چنانچه می‌خواهید با ساختار مناسب پروژه‌ای که قرار است برای استفاده افراد دیگر از طریق PyPI یا سرویس‌هایی نظیر github.com منتشر شود (مانند یک کتابخانه کاربردی) آشنا شوید، ادامه این بخش را نیز مطالعه نمایید. 
-
-در یک پروژه کامل که میخواهیم آن را در کامیونیتی پایتون منتشر سازیم، جدا از سورس کد لازم است موارد دیگری نیز در ساختار آن در نظر گرفته شود؛ به ساختار پایین توجه نمایید:
-
-
-.. code::
-    
-    my_project
-    .
-    ├── pyproject.toml
-    │
-    ├── LICENSE.txt
-    ├── README.rst
-    ├── requirements.txt
-    │
-    ├── src/
-    │   └── unique_pakage_name/
-    │       ├── __init__.py
-    │       └── main.py
-    │   
-    ├── docs/
-    └── test/
-
-
-ساختار ابتدایی تنها شامل سورس کد می‌بود ولی در این ساختار تمام سورس کد در قالب یک بسته پایتون بخشی از مجموعه بزرگتری است که در آن یک سری فایل به مانند requirements.txt ،README.rst و pyproject.toml افزوده شده است.  تاکید می‌شود که در حال حاضر نیازی به رعایت این ساختار و ایجاد تمامی این فایل‌ها نیست. 
-
-**pyproject.toml**: تمام اطلاعات مورد نیاز برای فرآیند تولید (Build) یک Distribution یا یک بسته قابل انتشار از پروژه مورد نظر توسط این فایل تعریف می‌گردد. [`اسناد پایتون <https://pip.pypa.io/en/stable/reference/build-system/pyproject-toml/>`__]
-
-
-**README.rst**: تمام پروژه‌ها می‌بایست شامل سندی برای توصیف خود باشند. در پایتون برای ایجاد اسناد معمولا از زبان نشانه‌گذاری `reStructuredText <http://en.wikipedia.org/wiki/ReStructuredText>`_ استفاده می‌گردد و به همین دلیل این اسناد پسوند rst دارند که البته اجباری به این مورد نیست و می‌توانید برای ایجاد این فایل از `Markdown <http://en.wikipedia.org/wiki/Markdown>`_ (پسوند md) نیز استفاده نمایید.
-
-**requirements.txt**: از این فایل برای معرفی کتابخانه‌های خاصی که در پروژه استفاده شده‌اند و در زمان نصب یا اجرای سورس کد، وجود یا نصب بودن آن‌ها نیز ضروری است، استفاده می‌گردد.
-
-**LICENSE.txt**: این فایل پروانه‌ انتشار پروژه را مشخص می‌کند و اغلب حاوی یک کپی از متن پروانه‌های متن باز رایج به مانند `MIT <http://opensource.org/licenses/MIT>`_ ،`GPL <http://opensource.org/licenses/GPL-3.0>`_ یا `BSD <http://opensource.org/licenses/BSD-3-Clause>`_ می‌باشد.
-
-.. note::
-    لازم است تمامی فایل‌های یاد شده و دایرکتوری docs در بالاترین شاخه از دایرکتوری پروژه قرار داده شوند.
-
-**docs**: در این دایرکتوری اسناد (راهنما، آموزش و...)  پروژه قرار داده می‌شوند. ایجاد این اسناد در کامیونیتی پایتون معمولا توسط `Sphinx <http://sphinx-doc.org/>`_ انجام می‌شود. قابل ذکر است که در تولید این کتاب نیز از همین ابزار استفاده شده است.
-
-**test**: این دایرکتوری محل نگهداری کدهای مربوط به تست پروژه می‌باشد. تست‌نویسی یک امر ضروری در روند توسعه هر پروژه برنامه‌نویسی است. این دایرکتوری می‌تواند هم  در بالا ترین شاخه از پروژه و هم در داخل دایرکتوری سورس کد قرار داده شود.
-
-اکنون می توان از روی این پروژه یک توزیع (Distribution) ایجاد و آن را با استفاده از ابزارهایی به مانند  `Twine <https://twine.readthedocs.io/en/stable/>`_ یا `Poetry <https://python-poetry.org/>`_ بر روی PyPI منتشر ساخت. [برای کسب اطلاعات بیشتر می‌توانید از `اسناد پایتون <https://packaging.python.org/en/latest/tutorials/packaging-projects/>`_ استفاده نمایید]
-
-در صورت علاقه می‌توانید نگاهی نیز به پروژه `saeiddrv/PackagingPythonProjects <https://github.com/saeiddrv/PackagingPythonProjects>`_ بیاندازید که تمامی مراحل را به صورت کاربردی بر پایه Poetry پیاده‌سازی کرده است.
-
-
-
-|
-
-----
-
-:emoji-size:`😊` امیدوارم مفید بوده باشه
-
-  
-  
-
-
+.. role:: emoji-size
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس سوم: چگونگی ایجاد و اجرای یک پروژه پایتون
+   :keywords: پایتون,آموزش پایتون, آموزش برنامه نویسی, ایجاد پروژه پایتون, اسکریپت پایتون, ماژول پایتون, بسته پایتون, ساختار پایتون, پروژه پایتون, سورس کد, سورس کد پایتون, اجرای پایتون, اسکریپت, ماژول, pyvenv, virtualenv
+
+
+.. _lesson-03: 
+
+درس ۰۳: چگونگی ایجاد و اجرای یک پروژه پایتون
+=============================================
+
+.. figure:: /_static/pages/03-python-project-structure.jpg
+    :align: center
+    :alt: چگونگی ایجاد و اجرای یک پروژه پایتون
+    :class: page-image
+
+    Photo by `Sam Moqadam <https://unsplash.com/photos/UkwbRZkt8zM>`__
+
+این درس به چگونگی ایجاد پروژه‌‌های برنامه‌نویسی پایتون و اجرای آن‌ها اختصاص یافته است. درس با بیان تعاریف و رسم ساختار معمول یک  پروژه شروع  و اشاره‌ای نیز به ساختار پروژه‌های قابل انتشار در PyPI می‌شود. در بخش یکم تلاش شده است که تصویر کاملی از ساختار یک پروژه در ذهن خواننده ایجاد و از این طریق او با تعاریف «بسته»، «ماژول» و «اسکریپت» در زبان پایتون آشنا شود. در دو بخش‌ بعدی نیز ضمن اشاره به دو شیوه‌ اجرای دستورات پایتون، به شیوه ایجاد اسکریپت و چگونگی اجرای آن تمرکز شده است؛ چرا که پروژه‌های پایتون به این شیوه اجرا می‌گردند. در ادامه هم به روند اجرای کد توسط مفسر پایتون و همچنین به معرفی بایت‌کد و در نهایت نیز به معرفی virtualenv و pyvenv پرداخته شده است.
+
+:emoji-size:`✔` سطح: پایه
+
+
+----
+
+.. contents:: سرفصل‌ها
+    :depth: 2
+
+----
+
+.. _definations: 
+
+تعاریف
+--------------
+
+سورس کد یک پروژه به زبان پایتون در قالب یک یا چند «ماژول» (Module) توسعه می‌یابد که در سورس کدهایی با بیش از یک ماژول بهتر است ماژول‌هایی که از نظر منطقی با یکدیگر مرتبط هستند را درون دایرکتوری‌هایی مجزا قرار دهیم که به این نوع دایرکتوری‌ها در زبان پایتون «بسته» (Package) گفته می‌شود.
+
+.. tip::
+    یک یا چند ماژول درون یک دایرکتوری مشخص تشکیل یک بسته را می‌دهند و هر بسته خود می‌تواند حاوی بسته‌(های) دیگری باشد. 
+
+.. note::
+    از نسخه 3.3 پایتون با افزوده شدن ویژگی جدیدی به نام «بسته فضانام» (Namespace Package - `PEP 420 <https://www.python.org/dev/peps/pep-0420>`_)، تعریف بسته پایتون به دو شاخه «بسته عادی» (Regular Package) که همان تعریف قدیمی از بسته می‌باشد و بسته فضانام گسترش یافته است.
+
+    در واقع، تا قبل از پایتون 3.3 هر بسته پایتون می‌بایست حاوی یک فایل ``init__.py__`` باشد ولی دیگر نیازی به این فایل نیست و مفسر پایتون اکنون می‌تواند تمامی بسته‌های داخل پرو‌ژه را محل‌یابی کند. در این درس به منظور شفاف‌سازی بسته‌ها از روش Regular Package استفاده خواهد شد.
+
+در تعریف زبان پایتون دو نوع ماژول وجود دارد:
+
+۱- Pure Module (ماژول عادی)، همان تعریف عادی از ماژول پایتون است؛ فایل‌هایی با پسوند py که کد (تعاریف و دستورات) به زبان پایتون در آن‌ها نوشته می‌شود.
+
+۲- Extension Module (ماژول توسعه)، ماژول‌هایی که توسط زبان‌های برنامه‌نویسی دیگری  به غیر از پایتون  تهیه شده‌اند. از درس یکم به خاطر داریم که پایتون یک زبان توسعه‌پذیر است و در کنار آن می‌توان از کد‌های نوشته شده با دیگر زبان‌های برنامه‌نویسی استفاده نمود: به مانند C و ++C در پیاده‌سازی CPython یا Java در پیاده‌سازی Jython یا #C در پیاده‌سازی IronPython - بررسی این نوع ماژول خارج از حوزه این کتاب است. در صورت علاقه برای مطالعه بیشتر می‌توانید به مستندات پایتون مراجعه (`Python/C API Reference <https://docs.python.org/3/c-api/index.html>`_) یا کتاب Python 3.6 Extending and Embedding Python نوشته Guido Van Rossum را تهیه نمایید.
+
+.. note::
+    از این پس هر جایی از این کتاب که گفته شود «ماژول» منظور Pure Module خواهد بود، مگر اینکه نام «ماژول توسعه» به صراحت ذکر گردد.
+
+در ایجاد یک پروژه از پایتون هیچ اجباری به رعایت ساختار خاصی نیست و سورس کد یک پروژه می‌تواند تنها شامل یک ماژول (فایل با پسوند py.) باشد. به عنوان نمونه، شمای پایین از پروژه فرضی SampleProject را در نظر بگیرید:
+
+.. code::
+    
+    SampleProject
+    .
+    └── sample_project.py
+
+یا کمی پیچیده‌تر:
+
+.. code::
+    
+    SampleProject
+    .
+    ├── sample_project.py
+    └── pakage/
+        ├── __init__.py
+        ├── module_two.py
+        └── module_one.py
+
+.. tip::
+    در پایتون هر **Regular Package** می‌بایست حاوی فایل ویژه‌‌‌ ``init__.py__``  باشد که البته الزامی به کدنویسی درون این فایل وجود ندارد. این فایل دایرکتوری خود را به عنوان یک بسته (محلی برای یافتن ماژول‌های مرتبط) به مفسر پایتون معرفی می‌کند.
+
+در ایجاد سورس کد باید به صورتی عمل شود که با اجرای یک ماژول‌ مشخص تمام برنامه اجرا گردد. این ماژول معمولا هم نام پروژه در نظر گرفته و با عنوان «اسکریپت» (Script) از آن یاد می‌شود (اینجا:‌ sample_project.py). در واقع اسکریپت، ماژولی است که با هدف اجرای برنامه توسعه می‌یابد و ایجاد سورس کد نیز از آن شروع می‌گردد. 
+
+.. tip::
+  هر پروژه پایتون باید حاوی یک اسکریپت باشد ولی می‌تواند هیچ، یک یا چند ماژول داشته باشد  که این ماژول‌ها نیز می‌توانند در قالب بسته‌هایی جداگانه سازمان‌دهی شوند. 
+
+.. tip::
+    [`PEP 8 <https://www.python.org/dev/peps/pep-0008/>`_]: در نام‌گذاری ماژول‌ها تنها از حروف کوچک استفاده می‌شود و در صورت نیاز می‌توان از کاراکتر خط زیرین (``_``) نیز استفاده نمود (اما پیشنهاد نمی‌شود). نام بسته‌ها کوتاه بوده و از حروف کوچک تشکیل می‌گردد.
+
+.. _source-code: 
+
+ایجاد سورس کد
+---------------
+برای ایجاد فایل‌های سورس کد (ماژول‌ها و اسکریپت) نیاز به هیچ برنامه یا ابزار خاصی نیست و تنها با استفاده از یک ویرایشگر ساده متن (مانند برنامه Notepad در ویندوز) می‌توانید آن‌ها را ایجاد و ویرایش نمایید.
+
+در ادامه پروژه‌ای (یا در واقع یک فولدر) به نام FirstProject که  تنها حاوی یک فایل اسکریپت (first_project.py) خواهد بود را ایجاد می‌نماییم. وظیفه این اسکریپت فرستادن حاصل عبارت ``4÷(6×5-50)`` به خروجی  (Output) خواهد بود.
+
+.. code::
+    
+    FirstProject
+    .
+    └── first_project.py
+
+داخل فولدر پروژه فایل first_project.py را ایجاد و سپس به کمک یک برنامه‌ ویرایشگر متن آن را ویرایش و کد پایین را در آن درج و سپس ذخیره می‌نماییم.
+
+.. code-block:: python
+    :caption: first_project.py
+    
+    # This script prints a value to the screen.
+
+    print("(50-5×6)÷4 =", (50-5*6)/4)
+
+در بخش بعدی به اجرای پروژه FirstProject خواهیم پرداخت؛ در این بخش بهتر است کمی به بررسی کدهای آن بپردازیم:
+
+در زبان پایتون هر متنی که بعد از کاراکتر ”Number sign“ یا # (در همان سطر) قرار بگیرد توسط مفسر پایتون نادیده گرفته می‌شود و تاثیری در روند ترجمه و اجرای کدها ندارد، به این نوع متن‌ «توضیح» (کامنت Comment) گفته می‌شود و از آن برای مستندسازی (Documentation) ماژول، یعنی ارایه توضیح در مورد بخشی از کد استفاده می‌گردد. ارایه توضیح نقش زیادی در خوانایی ماژول دارد و کمک می‌کند تا افراد دیگر - حتی خودتان - بتوانند عملکرد کدهای ماژول (یا اسکریپت) را بفهمند.
+
+سطرهای خالی (Blank Lines) نیز توسط مفسر پایتون نادیده گرفته می‌شوند و تاثیری در روند ترجمه و اجرای کدها ندارند. استفاده درست از سطرهای خالی بر خوانایی کدهای ماژول می‌افزاید.
+
+روش رایج فرستادن داده به خروجی (اینجا:‌ چاپ بر روی صفحه نمایش) در پایتون، استفاده از تابع ``()print`` است. تابع در برنامه‌نویسی همان مفهوم ریاضی خود را دارد، موجودیتی که مقادیری را به عنوان ورودی دریافت و بر اساس آن خروجی تولید می‌کند، بحث تابع بسیار گسترده است که طی دروس دوازدهم تا چهاردهم به صورت کامل شرح داده خواهد شد.
+
+تابع print توانایی دریافت هر تعداد داده و از هر نوع را دارد و در صورت دریافت یک عبارت محاسباتی (Arithmetic) یا منطقی (Logical) ابتدا حاصل آن را محاسبه یا ارزیابی کرده و پس از تبدیل به نوع داده string در خروجی قرار می‌دهد. در هنگام فرستادن چندین داده گوناگون به خروجی می‌بایست آن‌ها را توسط کاما (Comma) از یکدیگر جدا نماییم. در اینجا نیز print دو داده برای فرستادن به خروجی دریافت کرده است؛ یک نوع داده string و یک عبارت محاسباتی.
+
+
+به دنباله‌ای از کاراکترها که بین دو نماد نقل قول (Quotation): ``" "`` یا ``' '`` محصور شده‌ باشند، نوع داده string گفته می‌شود.
+
+
+.. _running: 
+
+
+اجرای سورس کد
+---------------
+در حالت کلی به دو شیوه می‌توان به زبان پایتون کد نوشت و اجرا نمود: ۱- به حالت تعاملی (Interactive) با مفسر پایتون ۲- با ایجاد اسکریپت پایتون.
+
+شیوه تعاملی: در این روش می‌بایست ابتدا دستور فراخوانی مفسر پایتون (حالت عمومی دستور: ``python``) را در رابط خط فرمان سیستم عامل وارد نمایید؛ توسط این دستور خط فرمان وارد حالت تعاملی پایتون می‌شود و اکنون به سادگی می‌توانید شروع به کد‌نویسی نمایید. در این حالت هر کدی که وارد شود بلافاصله اجرا شده و در صورت لزوم نتیجه آن نیز نمایش داده می‌شود. از آنجا که در این روش امکان برگشت و ویرایش کدهای وارد شده وجود ندارد، در عمل زیاد کارآمد نبوده و از آن بیشتر در مواردی مانند گرفتن نتیجه‌ قطعه کدهای کوچک، اهداف آموزشی، دریافت راهنمایی یا ماشین حساب! استفاده می‌گردد. چگونگی کار با حالت تعاملی پایتون در درس بعدی بررسی می‌شود.
+
+.. code::
+    
+    > python
+    Python 3.10.5 (main, Jul 22 2022, 17:09:35) [GCC 9.4.0] on linux
+    Type "help", "copyright", "credits" or "license" for more information.
+    >>>
+    >>> 
+    >>> a = 3
+    >>> b = 2
+    >>> a * b
+    6
+    >>>
+
+شیوه دیگر که موضوع همین بخش است، ایجاد اسکریپت می‌باشد. می‌دانیم که اسکریپت، ماژولی است که برای اجرای سورس کد توسعه یافته و اجرای یک برنامه پایتونی همیشه از اسکریپت شروع می‌شود.
+
+برای اجرای اسکریپت می‌بایست در خط فرمان سیستم عامل دستور فراخوانی مفسر پایتون را به همراه نام کامل اسکریپت (نشانی + نام + پسوند) وارد نمایید.
+
+نمونه‌های پایین،‌ نتیجه اجرای اسکریپت بخش پیش را از طریق رابط خط فرمان گنولینوکس نمایش می‌دهد:
+   
+.. code:: 
+ 
+    user> python /home/user/Documents/FirstProject/first_project.py
+    (50-5×6)÷4 = 5.0
+
+یا:
+
+.. code:: 
+ 
+    user> cd /home/user/Documents/FirstProject
+    user> python first_project.py
+    (50-5×6)÷4 = 5.0
+
+چنانچه کاربر سیستم عامل ویندوز هستید به این نکته توجه داشته باشید که به دلیل وجود کاراکترهای خاصی (÷ و ×) که قرار است توسط print بر روی خط فرمان نمایش داده شوند و همچنین امکان عدم پشتیبانی پیش‌فرض خط فرمان ویندوز از کدگذاری UTF-8، به هنگام اجرای اسکریپت خطایی گزارش می‌شود که ارتباطی با کد پایتون ندارد. در این مواقع پیشنهاد می‌شود از برنامه PowerShell استفاده نموده و پیش از اجرای اسکریپت دستور ``chcp 65001`` را وارد نمایید - به صورت پایین:
+
+.. code::
+    
+    PS > chcp 65001
+    Active code page: 65001
+    
+    PS > python C:\Users\user\Documents\FirstProject\first_script.py
+    (50-5×6)÷4 = 5.0
+
+چگونگی اجرای اسکریپت‌های پایتون چیزی بیش از این نیست، البته می‌توان در هنگام اجرای اسکریپت داده‌هایی را نیز به عنوان آرگومان به آن ارسال نمود که این مورد در درس بعدی بررسی می‌شود.
+
+معمولا در گنولینوکس سطری به مانند پایین به ابتدای اسکریپت‌های پایتون (فقط در سطر یکم) اضافه می‌کنند، در این صورت به هنگام اجرا دیگر نیازی به فراخوانی مفسر پایتون نبوده و تنها می‌بایست پس از تغییر حالت (Mode) اسکریپت مورد نظر به حالت قابل اجرا (توسط دستور `chmod <https://en.wikipedia.org/wiki/Chmod#Symbolic_modes>`_)، آن را به روش معمول در یونیکس اجرا نماییم:
+
+::
+    
+    #!/usr/bin/env python
+
+``env`` یک دستور شل (Shell) یونیکس است که در زمان اجرای اسکریپت مفسر پایتون را می‌یابد و نشانی آن را جایگزین می‌کند. به جای استفاده از ``env`` می‌توان نشانی مفسر پایتون مورد نظر را به صورت صریح مانند ``usr/bin/python/!#`` نوشت که البته در مواردی که پایتون به صورت جداگانه نصب شده باشد (نشانی مفسر در این حالت: usr/local/bin/python/)، کارایی ندارد و موجب شکست در اجرا می‌گردد.
+
+اکنون برای نمونه اگر اسکریپت first_script.py را برای اجرا در گنولینوکس کامل‌تر سازیم:
+
+.. code-block:: python
+    
+    #!/usr/bin/env python
+    
+    # This script prints a value to the screen.
+    print "(50-5×6)÷4 =", (50-5*6)/4
+
+پس از تغییر حالت، می‌توان آن را به صورت زیر در توزیع‌های گنولینوکس اجرا نمود:
+    
+.. code::
+
+    user> cd /home/user/Documents/FirstProject
+
+    user> chmod +x first_project.py
+
+    user> ./first_project.py
+    (50-5×6)÷4 = 5
+
+.. note::
+    نباید نماد !# (`shebang <https://en.wikipedia.org/wiki/Shebang_(Unix)>`_) را با نماد کامنت در پایتون (#) اشتباه گرفت.
+
+
+|
+
+ایجاد اسکریپت پایتون و اجرای آن همان‌طور که مشاهده کردید بسیار ساده است و وابسته به وجود هیچ ابزار خاصی نیست ولی برای پایتون نیز مانند هر زبان پر کاربرد دیگری تعداد زیادی `IDE <https://en.wikipedia.org/wiki/Integrated_development_environment>`_ توسعه داده شده است که در ادامه به معرفی چند نمونه محبوب از آن‌ها خواهیم پرداخت.
+
+* `PyCharm <https://www.jetbrains.com/pycharm/>`_: محصولی از شرکت فوق‌العاده JetBrains است که البته نسخه کامل آن فروشی است ولی نسخه کامیونیتی (Community) آن رایگان و متن باز می‌باشد که از بسیاری ویژگی‌ها و امکانات ویژه برخوردار است. (`مقایسه نسخه‌ها <https://www.jetbrains.com/pycharm/features/editions_comparison_matrix.html>`_)
+
+* `PyDev <https://www.pydev.org/>`_: یک IDE کامل، متن باز و رایگان است که برای پلتفرم `Eclipse <https://www.eclipse.org>`_ ارایه می‌شود.
+
+* `NetBeans <https://netbeans.apache.org/>`_: یک IDE کامل، متن باز و رایگان است که طرفداران بسیاری دارد. NetBeans به صورت پیش‌فرض از پایتون پشتیبانی نمی‌کند و باید پلاگین مربوط به آن نصب گردد. (`پلاگین nbPython <https://nbpython.org/>`_)
+
+
+
+.. tip::
+    IDE یا Integrated development environment به ابزارهایی گفته می‌شود که علاوه‌بر یک ویرایشگر متن پیشرفته، امکانات بسیار کاربردی دیگری را نیز به مانند دیباگر (`Debugger <https://en.wikipedia.org/wiki/Debugger>`__) در اختیار برنامه‌نویس قرار می‌دهد.
+
+
+.. admonition:: تمرین
+    
+  یک اسکریپت پایتون ایجاد کنید که نام و سن شما را تنها با یکبار استفاده از تابع ``()print`` به صورت پایین بر روی خروجی نمایش دهد::
+      
+      Name: Hideyoshi Nagachika - Age: 19  
+
+  ** حالت‌های مختلفی که می‌توان به این ساختار از خروجی رسید را امتحان نمایید (ورودی‌های متفاوت)
+
+
+.. _modular-programming: 
+
+برنامه‌نویسی ماژولار
+-----------------------
+یک الگوی توصیه شده در برنامه‌نویسی، توسعه برنامه در واحدهایی کوچک از کد است. به گونه‌ای که هر واحد یک نقش مشخص و مستقل از دیگر واحدها داشته باشد. مستقل به این معنی که تغییر یا جایگزینی یک واحد نباید بر روی عملکرد دیگر واحدها تاثیرگذار باشد. به این ترتیب فرآیند خطایابی، نگهداری و توسعه برنامه به مراتب بهبود می‌یابد. یکی از امکانات پایتون در رسیدن به این اصل، استفاده درست از مفاهیم بسته و ماژول است. 
+[برای مطالعه بیشتر: `Modular programming <https://en.wikipedia.org/wiki/Modular_programming>`_ و `Loose coupling <https://en.wikipedia.org/wiki/Loose_coupling>`_]
+
+
+پروژه پایین که تنها شامل یک اسکریپت است را در نظر بگیرید:
+
+.. code::
+    
+    TokyoGhoul
+    .
+    └── tokyo_ghoul.py
+
+.. code-block:: python
+    :linenos:
+    :caption: tokyo_ghoul.py
+    
+    print("Name:")
+    print("Actor_1:", "Hideyoshi Nagachika")
+
+    print("Name:")
+    print("Actor_2:", "Ken Kaneki")
+
+    print("Age:")
+    print("Actor_1:", 19)
+
+    print("Age:")
+    print("Actor_2:", 18)
+
+می‌توان این پروژه را با ساختاری به شکل پایین نیز توسعه داد:
+
+.. code::
+
+    TokyoGhoul
+    .
+    ├── tokyo_ghoul.py
+    │
+    └── actors/
+        │
+        ├── __init__.py
+        │
+        ├── ages/
+        │   ├── __init__.py
+        │   ├── actor1.py
+        │   └── actor2.py
+        │   
+        └── names/
+            ├── __init__.py
+            ├── actor1.py
+            └── actor2.py
+
+
+.. code-block:: python
+    :linenos:
+    :caption: actors.ages.actor1.py
+    
+    print("Age:")
+    print("Actor_1:", 19)
+
+.. code-block:: python
+    :linenos:
+    :caption: actors.ages.actor2.py
+    
+    print("Age:")
+    print("Actor_2:", 18)
+
+.. code-block:: python
+    :linenos:
+    :caption: actors.names.actor1.py
+    
+    print("Name:")
+    print("Actor_1:", "Hideyoshi Nagachika")
+
+.. code-block:: python
+    :linenos:
+    :caption: actors.names.actor2.py
+    
+    print("Name:")
+    print("Actor_2:", "Ken Kaneki")
+
+.. code-block:: python
+    :linenos:
+    :caption: tokyo_ghoul.py
+    
+    import actors.names.actor1
+
+    from actors.names import actor2
+
+    import actors.ages.actor1
+
+    from actors.ages import actor2
+
+خروجی اجرای ``tokyo_ghoul.py`` در هر دو حالت یکی است::
+
+  Name:
+  Actor_1: Hideyoshi Nagachika
+  Name:
+  Actor_2: Ken Kaneki
+  Age:
+  Actor_1: 19
+  Age:
+  Actor_2: 18
+
+اما در حالت دوم امکان توسعه بیشتر بوده و به راحتی می‌توان اطلاعات (نام و سن) جدید را به برنامه افزود. همچنین موارد سن و نام  را می‌توان به دفعات در برنامه استفاده نمود بدون آنکه مجبور به نوشتن کدهای تکراری شویم (`DRY - Don't repeat yourself <https://en.wikipedia.org/wiki/Don%27t_repeat_yourself>`_). البته این مثال با توجه به اطلاعات پایتونی جاری ارایه شده است و دارای ضعفی است که در آینده خود متوجه آن خواهید شد :) 
+
+همانطور که مشاهده می‌شود در پایتون برای ایجاد دسترسی به دیگر ماژول‌ها می‌بایست ابتدا آن‌ها را ``import`` کرد و این عمل در هر جایی از بدنه ماژول یا اسکریپت جاری ممکن است. البته باید توجه داشت که اجرای کدهای پایتون سطر به سطر از بالا به پایین می‌باشد و در صورت نیاز به هر ماژول می‌بایست پیش‌تر آن را ``import`` نمایید.
+
+برای ``import`` هر ماژول می‌بایست نام تمام بسته‌های موجود از ابتدا تا ماژول مورد نظر به ترتیب ذکر گردد به صورتی که همگی با یک کاراکتر ``.`` به یکدیگر متصل شده باشند. در پایان نیز نام ماژول مورد نظر ذکر می‌گردد::
+
+  import actors.names.actor1
+
+
+ماژول‌های داخل هر بسته را می‌توان به صورت زیر نیز ``import`` کرد::
+
+  from actors.names import actor1
+
+استفاده از روش دوم مزایایی دارد که در کامیونیتی پایتون آن را به مراتب پر استفاده‌تر ساخته است. برای مثال فراخوانی اجزای داخلی ماژول را ساده‌تر می‌سازد و دیگر نیازی به ذکر نام بسته ها نخواهد بود. این مورد را به همراه نکات دیگر پیرامون ``import`` کردن ماژول‌ها طی دروس آتی خواهید دید. ذکر تمام ویژگی‌ها و کاربردهای موجود بدون آشنایی با دیگر اجزای زبان برنامه‌نویسی پایتون بیهوده است و در ادامه این کتاب به ترتیب با این اجزا آشنا خواهید شد.
+
+
+.. tip::
+    مفسر پایتون دستورات داخل هر ماژول را یکبار به صورت کامل در نخستین ``import`` اجرا می‌کند.
+
+
+.. admonition:: تمرین
+    
+  تمرین قبل را در ساختار چند ماژولی پیاده‌سازی کنید به گونه‌ای که نام در سطر یکم و سن در سطر دوم چاپ شود.
+
+  ** سعی کنید مسیر ماژول‌های خود را چندین بار تغییر دهید و متناسب با آن‌ها برنامه خود را اصلاح و تست نمایید.
+
+
+.. _interpreter-background: 
+
+پشت صحنه اجرا
+---------------
+زمانی که اقدام به اجرای یک اسکریپت می‌کنید؛ ابتدا، اسکریپت و تمام ماژول‌های ``import`` شده در آن به بایت‌کد کامپایل و سپس بایت‌کد‌های حاصل جهت تفسیر به زبان ماشین و اجرا، به ماشین مجازی فرستاده می‌شوند. آنچه ما از آن به عنوان مفسر پایتون (پیاده‌سازی CPython) یاد می‌کنیم در واقع ترکیبی از یک کامپایلر و یک ماشین مجازی است. تصویر پایین به خوبی روند اجرای کدهای پایتون را نمایش می‌دهد.
+
+
+.. image:: /_static/lessons/l03-interpreter.png
+    :align: center
+    :target: https://trizpug.org/Members/cbc/wyntkap/compiler.html
+
+بایت‌کد هر ماژول‌ پایتون در قالب فایلی با پسوند pyc که یاد‌آور py Compiled است، ذخیره می‌گردد. این فایل در یک زیردایرکتوری با نام __pycache__ داخل همان دایرکتوری ماژول ذخیره می‌شود و نام‌گذاری آن نیز با توجه به نام ماژول و نسخه‌ مفسر پایتون مورد استفاده، انجام می‌گیرد (نمونه: module.cpython-34.pyc). مفسر پایتون از این فایل ذخیره شده جهت افزایش سرعت اجرا در آینده بهره خواهد برد؛ به این صورت که در نوبت‌های بعدی اجرا چنانچه تغییری در کدهای ماژول یا نسخه‌ مفسر پایتون صورت نگرفته باشد، مفسر با بارگذاری فایل بایت‌کد موجود از کامپایل مجدد صرف نظر می‌کند.
+
+.. note::
+    مفسر پایتون تنها برای ماژول‌های وارد شده در اسکریپت اقدام به ذخیره کردن فایل بایت‌کد بر روی دیسک می‌کند و برای اسکریپت‌ این عمل صورت نمی‌گیرد. 
+
+    بایت‌کد سورس کدهایی که تنها شامل یک اسکریپت هستند در حافظه‌ (Memory) نگهداری می‌شود.
+
+.. note::
+    زمانی که به هر دلیلی (به مانند: عدم وجود فضای کافی) مفسر پایتون قادر به ذخیره‌ فایل بایت‌کد بر روی دیسک ماشین نباشد، مفسر بایت‌کد را داخل حافظه‌ قرار می‌دهد و مشکلی در اجرا به وجود نخواهد آمد. البته بدیهی است که پس از اتمام اجرا یا قطع ناگهانی منبع تغذیه، بایت‌کد حذف می‌گردد.
+
+.. note::
+    در نسخه‌های پیش از 3.2، دایرکتوری __pycache__ ایجاد نمی‌گردد و فایل بایت‌کد با نامی برابر نام ماژول و در همان دایرکتوری قرار داده می‌شود (نمونه: module.pyc). در این شیوه قدیمی علاوه بر  وجود بی‌نظمی در میان فایل‌ها، تمایز بین ترجمه‌ نسخه‌های متفاوت مفسر پایتون نیز ممکن نمی‌باشد.
+
+کدنویسی در حالت تعاملی را در درس بعدی خواهید آموخت ولی به یاد داشته باشید که مفسر پایتون محیط کدنویسی در این حالت را به مانند یک اسکریپت در نظر می‌گیرد.
+
+
+.. _virtual-environments: 
+
+ایجاد محیط مجازی
+------------------
+حالتی را در نظر بگیرید که در ایجاد پروژه‌های مختلف به نسخه‌های متفاوتی از برخی کتابخانه‌ها نیاز دارید؛ در این صورت چگونه می‌توانید چندین نسخه‌ متفاوت از یک کتابخانه‌ را در پایتون نصب نمایید؟ برای نمونه، فرض نمایید می‌خواهیم بر روی توسعه دو وب‌سایت؛ یکی توسط نسخه جدید (1.8) وب فریم‌ورک جنگو (`Django <https://www.djangoproject.com/>`_) و دیگری بر روی یک نسخه قدیمی (0.96) از آن کار کنیم، ولی نمی‌توانیم!؛ زیرا که نمی‌شود هر دوی این نسخه‌ها را با هم در پایتون (دایرکتوری site-packages) نصب داشت. در این وضعیت راه حل ایجاد محیط‌هایی مجازی (Virtual Environments) برای توسعه پروژه‌های مورد نظر است؛ محیطی که توسعه و اجرای هر پروژه پایتون را به همراه تمام وابستگی‌های (Dependencies) آن از پروژه‌های دیگر جدا یا ایزوله (isolate) می‌کند. در ادامه به بررسی دو ابزار رایج در این رابطه می‌پردازیم.
+
+virtualenv
+~~~~~~~~~~~
+
+در اینجا برای نصب `virtualenv <https://virtualenv.pypa.io>`_  (ویرچوال اِنو) از pip استفاده می‌کنیم. [`برای اطلاعات بیشتر به درس پیش مراجعه نمایید </lessons/l02.html#id8>`_] - پیش از شروع هر نصبی بهتر است pip را آپدیت نماییم؛ این مراحل را در سیستم عامل گنو لینوکس به صورت پایین دنبال می‌کنیم::
+
+    user> sudo pip install -U pip
+
+    [...]
+    Successfully installed pip[...]
+    
+    user>
+
+*نصب virtualenv:* ::
+
+    user> sudo pip install virtualenv
+    
+    [...]
+    Successfully installed virtualenv[...]
+    
+    user>
+
+.. note::
+    چنانچه بر روی سیستم عاملی هر دو نسخه 2x یا 3x نصب است؛ این موضوع که virtualenv را توسط pip کدام نسخه نصب نمایید، اهمیت چندانی ندارد. چرا که امکان استفاده از آن برای دیگر نسخه‌ها نیز وجود دارد.
+
+اکنون برای ایجاد یک محیط مجازی از دستور ``virtualenv ENV`` استفاده می‌شود که منظور از ``ENV`` در آن، نشانی دایرکتوری دلخواهی است که قصد داریم محیط مجازی در آن ایجاد گردد::
+
+     user> virtualenv Documents/SampleENV/
+
+دستور بالا موجب ایجاد یک محیط مجازی در مسیر ``/Documents/SampleENV`` سیستم عامل، بر پایه مفسر پایتونی که از pip آن برای نصب virtualenv استفاده کردیم می‌شود و چنانچه بخواهیم محیط مجازی خود را بر پایه‌ نسخه‌ موجود دیگری از پایتون ایجاد نماییم، لازم است با استفاده از گزینه ``python--`` نشانی مفسر آن مشخص گردد [`صفحه راهنما <https://virtualenv.pypa.io/en/latest/reference.html#cmdoption-p>`_]::
+
+    user> virtualenv --python=python2 ENV
+    
+::
+
+    user> virtualenv --python=python3 ENV
+    
+::
+
+    user> virtualenv --python=/opt/python3.3/bin/python ENV
+
+
+*در نمونه کد‌ بالا، نسخه‌های 2.7 و 3.4 پایتون از پیش بر روی سیستم عامل نصب بوده و نسخه 3.3 توسط کاربر در مسیر opt/python3.3/ نصب شده است.*
+
+مثالی دیگر برای کاربران ویندوز::
+
+    > virtualenv --python=C:\Python25\python.exe Documents\SampleENV\
+
+اکنون می‌توانیم در پروژه خود به کتابخانه‌ها، pip، دایرکتوری site-packages و مفسری اختصاصی دسترسی داشته باشیم. البته پیش از شروع کار با یک محیط مجازی می‌بایست آن را ``activate`` (فعال) و پس از اتمام کار نیز آن را ``deactivate`` (غیر فعال) نماییم. فعال کردن در اینجا به معنای تنظیم متغیر Path سیستم عامل بر روی مفسر محیط مجازی مورد نظر است که با غیر فعال کردن، این وضعیت از بین می‌رود.
+
+*در گنولینوکس:* ::
+
+    user> cd Documents/SampleENV/
+    user> source bin/activate 
+    (SampleENV)$ 
+
+::
+
+    (SampleENV)$ deactivate
+    user>
+
+*در ویندوز:* ::
+
+    > cd Documents\SampleENV\
+    > Scripts\activate.bat
+    (SampleENV)>
+
+::
+
+    (SampleENV)> deactivate.bat
+    >
+
+
+pyvenv
+~~~~~~
+از نسخه 3.3 پایتون به بعد ماژولی با نام `venv <https://docs.python.org/3/library/venv.html>`_ برای ایجاد محیط مجازی به کتابخانه استاندارد پایتون افزوده شده است که می‌توان از آن به جای نصب virtualenv استفاده نمود؛ برای این منظور از دستور pyvenv (پای وی اِنو) و با الگویی مشابه ``pyvenv ENV`` استفاده می‌گردد.
+
+*در گنولینوکس:* ::
+
+    user> pyvenv Documents/SampleENV/
+    
+    user> cd Documents/SampleENV/
+    user> source bin/activate 
+    (SampleENV)$ 
+
+::
+
+    (SampleENV)$ deactivate
+    user>
+
+*در ویندوز:* ::
+
+    > C:\Python34\python C:\Python34\Tools\Scripts\pyvenv.py Documents\SampleENV\
+
+یا ::
+
+    > C:\Python34\python -m venv Documents\SampleENV\
+
+[*در درس بعد با ساختار نمونه کد بالا آشنا می‌شوید*]
+
+::
+
+    > cd Documents\SampleENV\
+    > Scripts\activate.bat
+    (SampleENV)>
+
+::
+
+    (SampleENV)> deactivate.bat
+    >
+
+
+.. note::
+    به عنوان یک رفتار توصیه شده بهتر است، در ازای هر پروژه پایتونی که آغاز می‌کنید یک محیط مجازی مخصوص نیز ایجاد نمایید. همچنین هر پروژه نیز بهتر است همواره حاوی فایل requirements.txt مخصوص به خود باشد تا مراحل آماده‌سازی (نصب بسته‌های پیش‌نیاز یا مورد استفاده در پروژه - dependencies) در این محیط به مراتب ساده‌تر گردد.
+
+
+.. _packaging-projects: 
+
+انتشار پروژه
+--------------
+
+
+اکنون اطلاعات کافی برای شروع یک پروژه از پایتون را دارید ولی چنانچه می‌خواهید با ساختار مناسب پروژه‌ای که قرار است برای استفاده افراد دیگر از طریق PyPI یا سرویس‌هایی نظیر github.com منتشر شود (مانند یک کتابخانه کاربردی) آشنا شوید، ادامه این بخش را نیز مطالعه نمایید. 
+
+در یک پروژه کامل که میخواهیم آن را در کامیونیتی پایتون منتشر سازیم، جدا از سورس کد لازم است موارد دیگری نیز در ساختار آن در نظر گرفته شود؛ به ساختار پایین توجه نمایید:
+
+
+.. code::
+    
+    my_project
+    .
+    ├── pyproject.toml
+    │
+    ├── LICENSE.txt
+    ├── README.rst
+    ├── requirements.txt
+    │
+    ├── src/
+    │   └── unique_pakage_name/
+    │       ├── __init__.py
+    │       └── main.py
+    │   
+    ├── docs/
+    └── test/
+
+
+ساختار ابتدایی تنها شامل سورس کد می‌بود ولی در این ساختار تمام سورس کد در قالب یک بسته پایتون بخشی از مجموعه بزرگتری است که در آن یک سری فایل به مانند requirements.txt ،README.rst و pyproject.toml افزوده شده است.  تاکید می‌شود که در حال حاضر نیازی به رعایت این ساختار و ایجاد تمامی این فایل‌ها نیست. 
+
+**pyproject.toml**: تمام اطلاعات مورد نیاز برای فرآیند تولید (Build) یک Distribution یا یک بسته قابل انتشار از پروژه مورد نظر توسط این فایل تعریف می‌گردد. [`اسناد پایتون <https://pip.pypa.io/en/stable/reference/build-system/pyproject-toml/>`__]
+
+
+**README.rst**: تمام پروژه‌ها می‌بایست شامل سندی برای توصیف خود باشند. در پایتون برای ایجاد اسناد معمولا از زبان نشانه‌گذاری `reStructuredText <https://en.wikipedia.org/wiki/ReStructuredText>`_ استفاده می‌گردد و به همین دلیل این اسناد پسوند rst دارند که البته اجباری به این مورد نیست و می‌توانید برای ایجاد این فایل از `Markdown <https://en.wikipedia.org/wiki/Markdown>`_ (پسوند md) نیز استفاده نمایید.
+
+**requirements.txt**: از این فایل برای معرفی کتابخانه‌های خاصی که در پروژه استفاده شده‌اند و در زمان نصب یا اجرای سورس کد، وجود یا نصب بودن آن‌ها نیز ضروری است، استفاده می‌گردد.
+
+**LICENSE.txt**: این فایل پروانه‌ انتشار پروژه را مشخص می‌کند و اغلب حاوی یک کپی از متن پروانه‌های متن باز رایج به مانند `MIT <https://opensource.org/licenses/MIT>`_ ،`GPL <https://opensource.org/licenses/GPL-3.0>`_ یا `BSD <https://opensource.org/licenses/BSD-3-Clause>`_ می‌باشد.
+
+.. note::
+    لازم است تمامی فایل‌های یاد شده و دایرکتوری docs در بالاترین شاخه از دایرکتوری پروژه قرار داده شوند.
+
+**docs**: در این دایرکتوری اسناد (راهنما، آموزش و...)  پروژه قرار داده می‌شوند. ایجاد این اسناد در کامیونیتی پایتون معمولا توسط `Sphinx <https://sphinx-doc.org/>`_ انجام می‌شود. قابل ذکر است که در تولید این کتاب نیز از همین ابزار استفاده شده است.
+
+**test**: این دایرکتوری محل نگهداری کدهای مربوط به تست پروژه می‌باشد. تست‌نویسی یک امر ضروری در روند توسعه هر پروژه برنامه‌نویسی است. این دایرکتوری می‌تواند هم  در بالا ترین شاخه از پروژه و هم در داخل دایرکتوری سورس کد قرار داده شود.
+
+اکنون می توان از روی این پروژه یک توزیع (Distribution) ایجاد و آن را با استفاده از ابزارهایی به مانند  `Twine <https://twine.readthedocs.io/en/stable/>`_ یا `Poetry <https://python-poetry.org/>`_ بر روی PyPI منتشر ساخت. [برای کسب اطلاعات بیشتر می‌توانید از `اسناد پایتون <https://packaging.python.org/en/latest/tutorials/packaging-projects/>`_ استفاده نمایید]
+
+در صورت علاقه می‌توانید نگاهی نیز به پروژه `saeiddrv/PackagingPythonProjects <https://github.com/saeiddrv/PackagingPythonProjects>`_ بیاندازید که تمامی مراحل را به صورت کاربردی بر پایه Poetry پیاده‌سازی کرده است.
+
+
+
+|
+
+----
+
+:emoji-size:`😊` امیدوارم مفید بوده باشه
+
+  
+  
+
+
diff --git a/source/lessons/l04-python-interactive-mode.rst b/source/lessons/l04-python-interactive-mode.rst
index a7abc88..2511e6c 100644
--- a/source/lessons/l04-python-interactive-mode.rst
+++ b/source/lessons/l04-python-interactive-mode.rst
@@ -1,576 +1,576 @@
-.. role:: emoji-size
-
-.. meta::
-   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس چهارم: برنامه‌نویسی تعاملی با پایتون
-   :keywords:  پایتون,آموزش پایتون, آموزش برنامه نویسی,حالت تعاملی پایتون, محیط تعاملی, دریافت راهنمایی, راهنمایی, گزینه های فراخوانی, interactive
-
-
-.. _lesson-04: 
-
-درس ۰۴: برنامه‌نویسی تعاملی با پایتون
-======================================
-
-
-.. figure:: /_static/pages/04-python-interactive-mode.jpg
-    :align: center
-    :alt: برنامه‌نویسی تعاملی با پایتون (interactive)
-    :class: page-image
-
-    Photo by `Anton Maksimov juvnsky <https://unsplash.com/photos/3jDZM3rgpz8>`__
-  
-
-
-در این درس به توضیح حالت تعاملی پایتون می‌پردازیم؛ اینکه چگونه وارد یا خارج شویم، کد بنویسیم یا در مورد چیزی در این زبان راهنمایی بگیریم. پس از مطالعه درس پیش و دو بخش ابتدایی این درس، با اجرای اسکریپت و حالت تعاملی پایتون آشنا شده‌اید؛ بر همین اساس در بخش سوم این درس به توضیح گزینه‌های مورد کاربرد در فراخوانی مفسر پایتون می‌پردازیم که به نوعی به هر دو مبحث یاد شده مربوط می‌شوند. این درس پر از مطالبی است که در آینده سر نوبت(!) بررسی خواهند شد (مانند مفهوم **شی**) البته برای درک موضوعات، توضیح کوتاهی ارایه شده ولی بهتر است متمرکز به موضوعات اصلی خود درس باشید و زیاد درگیر آن‌ها نشوید؛ فقط به خاطر بسپارید! 
-
-:emoji-size:`✔` سطح: پایه
-
-----
-
-.. contents:: سرفصل‌ها
-    :depth: 2
-
-----
-
-.. _python-interactive-mode: 
-
-
-حالت تعاملی
--------------
-از درس پیش به خاطر داریم که کدهای پایتون را می‌توان به دو روش اجرا نمود: ۱- ایجاد اسکریپت و معرفی آن به مفسر پایتون که در همان درس بررسی شد ۲- به شکل تعاملی با مفسر پایتون که موضوع همین درس است.
-
-پایتون یک زبان برنامه‌نویسی با قابلیت «حالت تعاملی» (Interactive Mode) است؛ این قابلیت که مبتنی بر خط فرمان است، امکانی را برای پردازش و اجرای کدهای (دستورها، عبارت‌ها [#f1]_ و تعریف‌ها) زبان پایتون فراهم می‌آورد. کدنویسی در این حالت به مانند زمانی است که یک اسکریپت را ایجاد می‌نمایید؛ ولی با هر بار فشردن کلید Enter صفحه کلید، مفسر پایتون آن را به صورت خودکار اجرا می‌کند.
-
-البته حالت تعاملی محدودیت‌هایی دارد که خواهید دید ولی از برخی زوایا بسیار مناسب و کاربردی است؛ به عنوان نمونه ممکن است قصد آزمودن یکی از قابلیت‌های زبان پایتون را داشته باشید یا اینکه بخواهید خروجی یک قطعه کد کوتاه را مشاهده نمایید که در این صورت ایجاد اسکریپت و سپس اجرای آن می‌تواند کار پر زحمتی به نظر برسد!،‌ از طرفی دریافت راهنمایی نیز از دیگر مزایای آن است که در یادآوری، شناخت و کسب آگاهی از اجزای زبان پایتون (کلمه‌های کلیدی، تابع‌ها، کلاس‌ها، ماژول‌ها و...) بسیار کاربردی و مفید می‌باشد، حتی برخی نیز مانند خود من از این قابلیت پایتون به عنوان یک ماشین حساب بهره می‌گیرند!.
-
-برای ورود به حالت تعاملی پایتون از دستور فراخوانی مفسر (حالت عمومی: ``python``) - به شکل تنها و بدون آرگومان‌ - در رابط خط فرمان سیستم عامل، استفاده می‌شود.
-
- ::
-
-    user> python
-    Python 3.4.2 (default, Jan 25 2015, 20:02:16) 
-    [GCC 4.9.2 20141101 (Red Hat 4.9.2-1)] on linux
-    Type "help", "copyright", "credits" or "license" for more information.
-    >>> 
-
-پس از ورود یک پیغام نمایش داده می‌شود؛ در این پیغام ضمن ارایه اطلاعات پایه در مورد مفسر پایتون و سیستم عامل، پیشنهاد می‌شود که جهت یافتن اطلاعات بیشتر در مورد زبان برنامه‌نویسی پایتون از دستورهای ویژه‌ایی استفاده نمایید:
-
-* ``()license``: باعث نمایش چندین صفحه مرتبط با تاریخ توسعه و پروانه‌های پایتون می‌گردد که البته از طریق - صفحه `تاریخچه و پروانه پایتون <http://docs.python.org/3/license.html>`_ - نیز قابل مشاهده است. برای مرور از کلید Enter و خروج از کلید q صفحه کلید استفاده نمایید.
-
-* ``credits``: فهرستی از سازمان‌ها و شرکت‌های مشارکت کننده در توسعه زبان پایتون را نمایش می‌دهد.
-
-* ``copyright``: فهرست کپی‌رایت زبان پایتون از ابتدا تا کنون را نمایش می‌دهد.
-
-* ``help``: این دستور کاربرد زیادی دارد که در ادامه بررسی می‌شود. با استفاده از این دستور می‌توان در مورد اشیا و اجزای مختلف موجود در زبان پایتون راهنمایی گرفت.
-
-در حالت تعاملی پایتون، به صورت پیش‌فرض هر سطر توسط نماد ``<<<`` مشخص می‌شود و از آنجا که امکان وارد کردن دستورهای چند سطری (مانند تابع‌ها) نیز وجود دارد؛ سطرهای مربوط با بدنه یک دستور توسط نماد ``...`` مشخص می‌گردند.
-
-پس از درج هر سطر و با فشردن کلید Enter، مفسر آن سطر را پردازش کرده و در صورت لزوم نتیجه یا گزارش بروز استثنا مربوط را نمایش می‌دهد. در واقع پس از فشردن کلید Enter دیگر امکان بازگشت و اصلاح سطر وارد شده وجود نخواهد داشت و می‌بایست آن سطر از نو وارد گردد. بدیهی است که بروز اشتباه در دستورهای چند سطری به معنی لزوم وارد کردن دوباره تمام دستور می‌باشد!.
-
-
-.. code-block:: python
-    
-    >>> print("(50-5×6)÷4 =", (50-5*6)/4)
-    (50-5×6)÷4 = 5.0
-    
-    >>> def func():
-    ...     print("(50-5×6)÷4 =", (50-5*6)/4)
-    ... 
-    >>> func()
-    (50-5×6)÷4 = 5.0
-
-.. caution::
-    در پایتون برای تعریف یک تابع از کلمه کلیدی ``def`` استفاده می‌گردد که به دنبال آن نام و سپس پارامتر‌های تابع (در صورت نیاز) که درون پرانتز قرار می‌گیرند، آورده می‌شود. بعد از کاراکتر دو‌نقطه (Colon یا ``:``) و در سطرهای بعدی با رعایت یکنواخت تورفتگی، دستورهای بدنه تابع نوشته می‌شوند. با فراخوانی تابع (وارد کردن نام تابع) بدنه تابع اجرا می‌گردد. چنانچه در تعریف تابع پارامترهایی نیز در نظر گرفته شده باشد، در هنگام فراخوانی می‌بایست مقدار متناظر آن‌ها نیز مشخص شود (درون پرانتز جلوی نام تابع) - در کد بالا تابع ``func`` فاقد پارامتر بوده بنابراین در هنگام فراخوانی آن مقداری ارسال نشده است. [فقط برای آگاهی اولیه - تابع‌ در پایتون توسط دروس دوازدهم تا چهاردهم بررسی خواهد شد]
-
-.. note::
-
-    برای پایان دادن به دستورهای چند سطری می‌بایست سطر پایانی را خالی رها کرده و کلید Enter را بفشارید.
-
-برای پاک کردن صفحه از کلید‌های ترکیبی Ctrl–L استفاده نمایید. به منظور خروج نیز می‌توانید دستور ()quit را وارد کرده یا از کلیدهای ترکیبی Ctrl–D در *گنولینوکس* و Ctrl–Z با یک Enter پس از آن در *ویندوز* استفاده نمایید.
-
-از مزایای حالت تعاملی این است که در بیشتر مواقع برای مشاهده نتیجه، نیازی به استفاده از print نمی‌باشد:
-
-.. code-block:: python
-    
-    >>> a = 2
-    >>> a
-    2
-    
-    >>> (50-5*6)/4
-    5.0
-
-و چنانچه مشغول انجام محاسبات ریاضی هستید می‌توانید از یک متغیر خاص با نام ``_`` (خط زیرین: Underscore) استفاده نمایید؛ این متغیر همواره به آخرین مقدار [#f2]_ محاسبه شده اشاره دارد:
-
-.. code-block:: python
-    
-    >>> 5 * 6
-    30
-    >>> _
-    30
-    >>> 50 - _
-    20
-    >>> _ / 4
-    5.0
-
-
-مثالی دیگر - در کاربرد ریاضی، برخی تابع‌ها توسط ماژول ``math`` از کتابخانه استاندارد پایتون در دسترس هستند [`اسناد پایتون <http://docs.python.org/3/library/math.html>`_]:
-
-.. code-block:: python
-    
-    >>> import math
-    
-    >>> math.sqrt(36)
-    6.0
-    
-    >>> math.pow(3, 2)
-    9.0
-    
-    >>> math.radians(90)
-    1.5707963267948966
-    
-    >>> math.sin(_)
-    1.0
-
-اکنون می‌دانیم که برای وارد کردن یک ماژول به یک اسکریپت (یا ماژولی دیگر) از دستور import استفاده می‌گردد. پس از آن، برای دستیابی اجزای داخل آن مانند فراخوانی یک تابع نیز می‌بایست از الگوی «نام ماژول + نقطه + نام تابع مورد نظر» استفاده گردد.
-
-و اگر از روش ``... from ... import`` استفاده کنیم: در این صورت می‌توان به جای کل ماژول، تنها اجزای مورد نیاز خود را import نماییم و دیگر نیازی به ذکر نام ماژول نیز نخواهد بود::
-
-    >>> from math import sqrt, pow, radians, sin
-    >>> sqrt(36)
-    6.0
-    >>> pow(3, 2)
-    9.0
-    >>> radians(90)
-    1.5707963267948966
-    >>> sin(_)
-    1.0
-
-مثالی دیگر - ``sys`` یکی از ماژول‌های مهم پایتون است؛ این ماژول امکان دسترسی به برخی از متغیرهای مورد استفاده توسط مفسر (در زمان اجرا) و همچنین تابع‌هایی که با مفسر در ارتباط هستند را فراهم می‌آورد [`اسناد پایتون <http://docs.python.org/3/library/sys.html>`__]:
-
-.. code-block:: python
-    
-    >>> import sys
-    
-    >>> sys.version
-    '3.4.2 (default, Jan 25 2015, 20:02:16) \n[GCC 4.9.2 20141101 (Red Hat 4.9.2-1)]'
-    
-    >>> sys.version_info
-    sys.version_info(major=3, minor=4, micro=2, releaselevel='final', serial=0)
-    
-    >>> sys.platform
-    'linux'
-    
-    >>> sys.getdefaultencoding()
-    'utf-8'
-
-یا:
-
-.. code-block:: shell
-    
-    >>> from sys import version, version_info, platform, getdefaultencoding
-    
-    >>> version
-    '3.4.2 (default, Jan 25 2015, 20:02:16) \n[GCC 4.9.2 20141101 (Red Hat 4.9.2-1)]'
-    
-    >>> version_info
-    sys.version_info(major=3, minor=4, micro=2, releaselevel='final', serial=0)
-    
-    >>> platform
-    'linux'
-    
-    >>> getdefaultencoding()
-    'utf-8'
-
-دستور ``()sys.exit`` نیز موجب توقف اجرا (در اینجا: خروج از حالت تعاملی پایتون) می‌گردد. برای کنترل خطاها کاربرد دارد و همچنین می‌توان پیامی مرتبط را به خروجی فرستاد (معمولا گزارش رویدادی که موجب اتمام ناگهانی برنامه شده‌ است):
-
-.. code-block:: shell
-
-    >>> import sys
-    
-    >>> sys.exit("Error: Goodbye! :| ")
-    Error: Goodbye! :| 
-    
-    user>
-
-یا
-
-.. code-block:: shell
-
-    >>> from sys import exit as bye
-    
-    >>> bye("Error: Goodbye! :| ")
-    Error: Goodbye! :| 
-    
-    user>
-
-
-با استفاده از ``as`` می‌توان برای اجزای import شده (به هر دو روش)، یک نام دلخواه تنظیم کرد. این ویژگی در زمانی که نام اصلی طولانی بوده یا با یکی از اجزای داخل ماژول همنام باشد (برای جلوگیری از تداخل) کاربرد دارد.
-
-
-.. _python-help: 
-
-دریافت راهنمایی
------------------
-
-یکی از دستورهای پیشنهادی در پیغام ابتدایی حالت تعاملی، ``help`` بود که با وارد کردن آن متن پایین نمایش داده می‌شود::
-
-    >>> help
-    Type help() for interactive help, or help(object) for help about object.
-
-به دو روش می‌توان از امکان راهنمایی استفاده کرد که در ادامه بررسی می‌شود.
-
-.. note::
-    در هر دو روش برای مرور توضیحات طولانی از کلیدهای Enter (سطر به سطر) و Space (صفحه به صفحه) بهره بگیرید و برای خروج از توضیحات نیز از کلید q صفحه کلید استفاده نمایید؛ همواره انتهای توضیحات توسط عبارت ``(END)`` مشخص شده است.
-
-.. rubric::  روش یکم: رفتن به حالت راهنمای تعاملی
-
-برای این منظور از دستور ``()help`` استفاده می‌گردد - با وارد کردن این دستور ضمن نمایش پیغام خوش‌آمد گویی، نماد سطر (``<<<``) نیز به ``<help`` تغییر پیدا می‌کند::
-
-    >>> help()
-    
-    Welcome to Python 3.4's help utility!
-    
-    If this is your first time using Python, you should definitely check out
-    the tutorial on the Internet at http://docs.python.org/3/tutorial/.
-    
-    Enter the name of any module, keyword, or topic to get help on writing
-    Python programs and using Python modules.  To quit this help utility and
-    return to the interpreter, just type "quit".
-    
-    To get a list of available modules, keywords, symbols, or topics, type
-    "modules", "keywords", "symbols", or "topics".  Each module also comes
-    with a one-line summary of what it does; to list the modules whose name
-    or summary contain a given string such as "spam", type "modules spam".
-    
-    help> 
-
-
-اکنون کافی است نام موردی که می‌خواهید درباره آن اطلاعات بگیرید را وارد نمایید؛ در همین راستا همانطور که در پیغام ابتدایی هم بیان شده است می‌توانید از فرمان‌‌های پایین نیز کمک بگیرید:
-
-* ``modules``: نمایش فهرستی از نام تمامی ماژول‌های در دسترس
-* ``keywords``:‌ نمایش تمام کلمه‌های کلیدی پایتون
-* ``symbols``:‌ نمایش تمام نماد‌های معنادار در پایتون
-* ``topics``: نمایش فهرستی از مباحث مربوط به پایتون
-
-::
-
-    help> keywords
-    
-    Here is a list of the Python keywords.  Enter any keyword to get more help.
-    
-    False               def                 if                  raise
-    None                del                 import              return
-    True                elif                in                  try
-    and                 else                is                  while
-    as                  except              lambda              with
-    assert              finally             nonlocal            yield
-    break               for                 not                 
-    class               from                or                  
-    continue            global              pass                
-    
-    help> def
-    
-    Function definitions
-    ********************
-    
-    A function definition defines a user-defined function object (see
-    section *The standard type hierarchy*):
-    
-    [...]
-    
-    A function definition is an executable statement.  Its execution binds
-    the function name in the current local namespace to a function object
-    (a wrapper around the executable code for the function).  This
-    function object contains a reference to the current global namespace
-    :
-
-برای خروج از راهنمای تعاملی، ``quit`` (یا ``q``) را وارد نماید.
-
-.. rubric::  روش دوم: فراخوانی تابع راهنما
-
-در این روش از الگوی ``(help(object`` برای دریافت اطلاعات درباره یک شی (object)، به صورت مستقیم و بدون ورود به راهنمای تعاملی استفاده می‌شود - تنها کافی است نام شی مورد نظر را درون پرانتز قرار دهید (به جای واژه object)::
-
-    >>> help(print)
-    
-    Help on built-in function print in module builtins:
-    
-    print(...)
-        print(value, ..., sep=' ', end='\n', file=sys.stdout, flush=False)
-        
-        Prints the values to a stream, or to sys.stdout by default.
-        Optional keyword arguments:
-        file:  a file-like object (stream); defaults to the current sys.stdout.
-        sep:   string inserted between values, default a space.
-        end:   string appended after the last value, default a newline.
-        flush: whether to forcibly flush the stream.
-    (END)
-    
-    >>> 
-
-از این روش با الگوی دیگری هم استفاده می‌شود. الگوی ``("help("string`` یعنی قرار دادن نام موردی که می‌خواهید درباره آن اطلاعات بگیرید درون پرانتز به شکلی محصور با دو نماد نقل قول ( " " ) - این الگو عملکردی مشابه با روش قبل (روش یکم) دارد با این تفاوت که دریافت اطلاعات به صورت مستقیم و بدون ورود به راهنمای تعاملی انجام می‌پذیرد. در واقع برای به دست آوردن اطلاعات درباره موردی که شی نمی‌باشد (مانند هر یک از دستورهای ``symbols`` ،``keywords`` ،``modules`` و ``topics`` یا...) لازم است به این صورت اقدام گردد.
-
-
-.. _python-arguments: 
-
-گزینه‌های فراخوانی
--------------------
-در کنار دستور فراخوانی پایتون در خط فرمان، می‌توان از گزینه‌ها و دستورهای گوناگونی بهره برد. البته قبلا هم از آن‌ها استفاده کردیم؛ مانند زمانی که قصد داشتیم نسخه پایتون مورد نظر خود را بیابیم یا حتی زمانی که قصد داشیم یک اسکریپت را اجرا کنیم. واقعیت این است که دستور فراخوانی پایتون الگویی دارد که شکل کامل آن در پایین آورده شده است. [`اسناد پایتون <http://docs.python.org/3/using/cmdline.html>`__]::
-
-    python [-bBdEhiIOqsSuvVWx?] [-c command | -m module-name | script | - ] [args]
-
-همانطور که مشاهده می‌شود این دستور می‌تواند سه دسته آرگومان را بپذیرد:
-
-.. rubric:: دسته یکم (Options):
-
-شامل برخی از حروف الفباست که به همراه یک کاراکتر خطِ فاصله (Dash) ``-`` بعد از دستور اصلی یعنی ``python`` می‌آیند؛ برخی از این گزینه‌ها به شرح زیر است:
-
-* ``q−`` در هنگام ورود به حالت تعاملی پایتون از نمایش پیغام ابتدایی صرف نظر می‌شود::
-
-    user> python -q
-    >>> 2 + 2
-    4
-
-  * Qold: حاصل تقسیم دو عدد صحیح یک عدد صحیح باشد. (پیکربندی چگونگی محاسبات ریاضی)
-  
-  * Qnew: حاصل تقسیم دو عدد صحیح یک عدد ممیز شناور باشد. (پیکربندی چگونگی محاسبات ریاضی)
-  
-  * Qwarn: حاصل تقسیم دو عدد صحیح یک عدد صحیح باشد، به همراه نمایش پیام هشدار به ازای هر عملگر.  (پیکربندی چگونگی محاسبات ریاضی)
-  
-  * Qwarnall: به مانند Qwarn است ولی به ازای تمام عملگرهای تقسیم به کار رفته در اسکریپت تنها یک پیام هشدار نمایش داده می‌شود. 
-
-  ::
-
-    python -Qnew script.py 
-
-
-* ``O-`` یا ``OO-`` - راه‌اندازی بهینه‌ساز (Optimization) پایه بایت‌کد، که می‌تواند تا حدودی موجب بهبود کارایی اسکریپت گردد. استفاده از گزینه ``OO-`` علاوه بر بهینه سازی، موجب دور انداختن مستندات [#f3]_ (Docstrings) موجود در اسکریپت نیز می‌شود: 
-
-  ::
-
-    python -O script.py
-
-  .. tip::
-      در صورت استفاده از این گزینه‌ها، به جای فایل ``pyc.`` (بایت‌کد معمولی)، فایلی با پسوند ``pyo.`` (بایت‌کد بهینه شده) ایجاد می‌گردد.
-
-* ``B-`` مفسر پایتون از ذخیره بایت‌کد ماژول‌های import شده بر روی دیسک خودداری می‌کند::
-
-    python -B script.py
-
-* ``d-`` برخی از گزارش‌های اضافه خطایابی (در صورت وجود) نمایش داده می‌شوند::
-
-    python -d script.py
-
-* ``i-`` پس از اجرای اسکریپت، خط فرمان به حالت تعاملی پایتون وارد می‌شود::
-
-    python -i script.py
-
-* ``V-`` (برابر با ``version--``) - نسخه پایتون نمایش داده می‌شود::
-
-    python -V
-
-* ``?-`` یا ``h-`` (برابر با ``help--``) - فهرست گزینه‌های فراخوانی پایتون به همراه توضیحاتی کوتاه نمایش داده می‌شود::
-
-    python -h
-
-* ``S-`` از import شدن ماژول ``site`` جلوگیری می‌شود::
-
-    python -S
-
-  به صورت عادی ماژول ``site`` در زمان راه‌اندازی مفسر پایتون به صورت خودکار import می‌گردد و وظیفه آن گسترش ``sys.path`` است. به عنوان نمونه؛ این ماژول مسیر دایرکتوری site-packages را به ``sys.path`` اضافه می‌کند.
-
-  دایرکتوری site-packages محل  نگهداری بسته‌ها یا کتابخانه‌های شخص ثالثی است که با استفاده از pip اقدام به نصب آن‌ها در پایتون کرده‌ایم.
-
-  هر زمان که ماژولی import می‌شود مفسر پایتون در داخل دایرکتوری‌های مشخصی به دنبال آن می‌گردد؛ این دایرکتوری‌ها در ``sys.path`` فهرست شده‌اند.
-
-  برای نمونه در ویندوز:
-
-  ::
-
-    > python -q
-    
-    >>> import sys
-    >>> sys.path
-    ['', 'C:\\Python34', 'C:\\Windows\\SYSTEM32\\python34.zip', 'C:\\Python34\\DLLs', 'C:\\Python34\\lib', 'C:\\Python34\\lib\\site-packages']
-    >>>
-
-
-  در گنولینوکس:
-
-  ::
-
-    user> python -qS
-    
-    >>> import sys
-    >>> sys.path
-    ['', '/usr/local/lib/python34.zip', '/usr/local/lib/python3.4/', '/usr/local/lib/python3.4/plat-linux', '/usr/local/lib/python3.4/lib-dynload']
-    >>> 
-
-  *از گزینه S استفاده شده است و همانطور که مشاهده می‌نمایید دیگر از دایرکتوری site-packages خبری نیست!*
-
-  .. tip::
-    نخستین دایرکتوری که مفسر در آن به دنبال نام ماژول می‌گردد؛ دایرکتوری حاوی اسکریپت است که در کدهای بالا (چون که مربوط به حالت تعاملی پایتون است) توسط ``''`` مشخص شده است. 
-
-    مفسر دایرکتوری‌های این فهرست را به ترتیب (از چپ به راست) برای جستجو در نظر می‌گیرد.
-
-  می‌توانید با نوشتن مسیر دایرکتوری‌های دلخواه خود درون یک فایل متنی با پسوند ``pth.`` و قرار دادن آن درون دایرکتوری site-packages، این دایرکتوری‌ها را نیز به ``sys.path`` بیافزایید. برای نمونه فایل mypath.pth را (در سیستم عامل گنولینوکس) ایجاد می‌نماییم::
-
-    user> cd /usr/local/lib/python3.4/site-packages
-    user> sudo touch mypath.pth
-    user> sudo chmod 777 mypath.pth
-
-  فایل mypath.pth را با یک ویرایشگر متن باز کرده و مشابه پایین فهرست دایرکتوری‌های مورد نظر خود را در آن وارد می‌نماییم::
-
-    /home/user/Documents
-    /home/user/Documents/me
-
-  اکنون تمام ماژول‌های موجود در این دایرکتوری‌ها قابل import هستند؛ به فهرست ``sys.path`` توجه نمایید::
-
-    
-    user> python -q
-    
-    >>> import sys
-    >>> sys.path
-    ['', '/usr/local/lib/python34.zip', '/usr/local/lib/python3.4', '/usr/local/lib/python3.4/plat-linux', '/usr/local/lib/python3.4/lib-dynload', '/usr/local/lib/python3.4/site-packages', '/home/user/Documents', '/home/user/Documents/me']
-    >>>
-
-  همین کار را می‌توان از طریق برنامه‌نویسی نیز انجام داد، البته پس از اتمام اجرای اسکریپت (در اینجا: خروج از حالت تعاملی) اثر آن از بین می‌رود::
-
-    user> python -q
-    
-    >>> import sys
-    >>> sys.path.append('/home/user/Documents')
-    >>> sys.path.append('/home/user/Documents/me')
-
-  تابع ``append`` دایرکتوری مورد نظر را به انتهای فهرست ``sys.path`` اضافه می‌کند. البته می‌توان با استفاده از تابع ``insert`` به جای ``append`` جایگاه دایرکتوری دلخواه خود را با استفاده از آرگومان نخست آن در ``sys.path`` مشخص نمود؛ با این کار دایرکتوری مورد نظر زودتر از دایرکتوری‌های بعد خودش توسط مفسر مورد جستجو قرار می‌گیرد - فایده این کار زمانی مشخص می‌شود که در دایرکتوری‌هایی مجزا، ماژولی با نام یکسان وجود داشته باشد؛ در این صورت ماژولی که زودتر توسط مفسر دیده شود به عنوان ماژول مورد نظر import می‌شود::
-
-    user> python -q
-    
-    >>> import sys
-    >>> sys.path.insert(1,'/home/user/Documents/me')
-    >>> sys.path
-    ['', '/home/user/Documents/me', '/usr/local/lib/python34.zip', '/usr/local/lib/python3.4', '/usr/local/lib/python3.4/plat-linux', '/usr/local/lib/python3.4/lib-dynload', '/usr/local/lib/python3.4/site-packages']
-    >>>
-
-  چند درس جلوتر خواهید آموخت که مقدار ``sys.path`` در واقع یک شی از نوع ``list`` است؛ ``append`` و ``insert`` نیز تابع‌هایی  هستند که توسط یک شی از نوع ``list`` ارایه می‌گردد. در این مرحله تنها به یاد داشته باشید که موقعیت‌ها در یک شی از نوع ``list`` از عدد صفر شماره‌گذاری می‌گردند.
-
-.. rubric:: دسته دوم:
-
-* ``c command-`` این الگو امکان اجرای دستورهای پایتون را بدون ورود به حالت تعاملی یا ایجاد اسکریپت، فراهم می‌سازد::
-
-    user> python -c "import sys; print(sys.path)"
-    ['', '/usr/local/lib/python34.zip', '/usr/local/lib/python3.4', '/usr/local/lib/python3.4/plat-linux', '/usr/local/lib/python3.4/lib-dynload', '/usr/local/lib/python3.4/site-packages']
-
-  .. note::
-    دستورها باید درون نمادهای نقل قول محصور باشند. 
-
-    استفاده از سمی‌کالن ( ``;`` )‌ در پایان دستورهای پایتون اجباری نیست ولی چنانچه بخواهیم چند دستور را در یک سطر قرار بدهیم می‌بایست از آن استفاده نماییم.
-
-* ``m module-name-`` این الگو امکان اجرای یک ماژول (از میان فهرست ``sys.path``) را به عنوان ماژول ``'__main__'`` فراهم می‌سازد.
-
-  جالب‌ترین نمونه برای بیان کاربرد این الگو، اجرای ماژول ``http.server`` است. زمانی که نیاز به راه‌اندازی سریع یک وب سرور دارید و نمی‌خواهید خود را درگیر نصب و پیکربندی Nginx یا دیگر وب سرور‌ها نمایید؛ می‌توانید از این ماژول پایتون بهره بگیرید. این ماژول امکانات یک وب سرور ساده را در اختیار شما قرار می‌دهد. [`اسناد پایتون <http://docs.python.org/3/library/http.server.html>`__]::
-
-    user> python -m http.server 8080
-
-  .. note::
-    در استفاده از این الگو نیز همانند زمان import، پسوند ماژول (py) نوشته نمی‌شود.
-    
-    می‌توان شماره پورت را وارد نکرد که در این حالت به صورت پیش‌فرض پورت 8000 در نظر گرفته می‌شود.
-
-
-  ولی منظور از ماژول ``'__main__'`` چیست؟ 
-
-  هنگامی که ماژولی (برای نخستین بار) import می‌شود، مفسر پایتون به صورت خودکار تمام کد‌های درون آن را اجرا می‌کند. در مواردی ممکن است یک فایل py. حاوی کدهایی باشد که تنها می‌بایست در حالت اسکریپت به اجرا درآید؛ در این شرایط با import شدن فایل، این کد‌ها نیز اجرا می‌گردند که خواست برنامه‌نویس نمی‌باشد!. از طرفی در پایتون یک سری مقادیر و متغیرهای ویژه و از پیش تعریف شده به مانند ``__name__`` وجود دارد. متغیر ``__name__`` به نام ماژول اشاره دارد؛ در حالت اسکریپت (اجرای یک ماژول به صورت مستقیم - نمونه دستور: ``python script.py`` - درس پیش توضیح داده شد) مقدار ``__name__`` برابر با یک مقدار ویژه به نام ``'__main__'`` می‌گردد که از این موضوع می‌توان برای کنترل اجرای کدها استفاده کرد. 
-
-  معمولا کدهای اسکریپت به گونه‌ای نوشته می‌شوند که اجرای آن‌ها وابسته به اجرای یک تابع اصلی باشد که معمولا ``()main`` نامیده می‌شود که در انتها بتوان با قرار دادن شرط برابری مقدار ``__name__`` با ``'__main__'`` برای اجرای تابع یاد شده، از اجرای کد‌های مورد نظر تنها در حالت اجرا به صورت اسکریپت (و نه در زمان import) مطمئن شد.
-
-  .. code-block:: python
-      
-      def main():  
-          print("this runs only when executed directly") 
-      
-      if __name__ == '__main__':  
-          main()  
-
-
-* ``script`` این الگو (``python script.py``) بیان‌‌گر همان روش اجرای اسکریپت است که در درس پیش به صورت کامل بررسی شد.
-
-
-.. rubric:: دسته سوم (Arguments):
-
-همانطور که پیش از این نیز گفته شده بود می‌توان مقادیری را به عنوان آرگومان به اسکریپت در زمان به اجرا درآوردن آن ارسال نمود. این مقادیر از طریق ``sys.argv`` داخل کدهای اسکریپت قابل دسترس هستند. به نمونه اسکریپت پایین و اجرای آن توجه نمایید:
-
-  
-.. code-block:: python
-    
-    import sys
-
-    def main():
-        print(sys.argv)
-        print(sys.argv[0])
-        print(sys.argv[1])
-        print(sys.argv[2])
-
-    if __name__ == '__main__':
-        main()
-
-.. tip::
-     از آنجا که عملکرد و خروجی مورد نظر این ماژول تنها در حالت اجرای اسکریپت است (دریافت آرگومان‌ها) و نه import آن در برنامه، بنابراین با بررسی نام ماژول در زمان اجرا از این موضوع اطمینان حاصل کردیم.
-
-
-اسکریپت بالا را با ارسال دو آرگومان ``arg_1`` و ``arg_2`` اجرا می‌نماییم:
-
-::
-
-    user> cd /home/user/Documents
-
-    user> python script.py arg_1 arg_2
-    ['/home/user/Documents/script-argv.py', 'arg_1', 'arg_2']
-    /home/user/Documents/script-argv.py
-    arg_1
-    arg_2
-
-مقدار ``sys.argv`` نیز یک شی از نوع ``list`` است: [... ,Ο, Ο, Ο] - برای دسترسی به عناصر موجود در شی list، از الگویی مشابه [object[index که در آن ...,index=0,1,2,3 است، استفاده می‌گردد؛ به عنوان نمونه ``[sys.argv[0`` به نخستین عنصر موجود در ``sys.argv`` اشاره دارد.
-
-عضو نخست ``sys.argv`` یا ``[sys.argv[0`` همواره حاوی نام اسکریپت است. البته به جز در مواقعی که از ``c-`` استفاده کرده‌ایم که در این صورت برابر مقدار ``'c-'`` خواهد بود::
-
-    user> python -c "import sys; print(sys.argv)" 2
-    ['-c', '2']
-
-
-
-.. admonition:: تمرین
-    
-  یک اسکریپت ایجاد نمایید که دو پارامتر نام و سن را به صورت آرگومان‌های اسکریپت دریافت و بر روی خروجی نمایش دهد.
-
-  نمونه دستور اجرای اسکریپت:
-
-  ::
-
-        python script.py "Hideyoshi Nagachika" 19
-
-  نمونه خروجی اسکریپت:
-
-  ::
-
-        Name: Hideyoshi Nagachika - Age: 19 
-
-
-.. _lesson-04-footer: 
-
-پی‌نوشت
--------
-
-.. [#f1] «عبارت» (Expression) یک قطعه از کد است که می‌تواند به یک مقدار ارزیابی گردد، عبارت شامل «کلمه‌های کلیدی» (Keywords) نمی‌شود و «دستور» (Statement) بخشی از یک بلاک کد است که شامل کلمه‌های کلیدی بوده و کاری را به انجام می‌رساند. [کلمه‌های کلیدی در آینده بررسی می‌شوند.]
-
-.. [#f2] درست این بود که به جای واژه «مقدار» (Value) از «شی» (Object) استفاده می‌شد؛ چرا که هر چیزی در پایتون یک شی است. به عنوان نمونه، عدد 5 یک شی از کلاس «اعداد صحیح» (Integers) می‌باشد.
-
-.. [#f3] توضیحی است که در ابتدای تابع‌ها، کلاس‌ها و ماژول‌ها می‌آید و توسط مفسر نادیده گرفته نمی‌شود. [docstring در آینده بررسی می‌شود]
-
-
-
-|
-
-----
-
-:emoji-size:`😊` امیدوارم مفید بوده باشه
-
-
+.. role:: emoji-size
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس چهارم: برنامه‌نویسی تعاملی با پایتون
+   :keywords:  پایتون,آموزش پایتون, آموزش برنامه نویسی,حالت تعاملی پایتون, محیط تعاملی, دریافت راهنمایی, راهنمایی, گزینه های فراخوانی, interactive
+
+
+.. _lesson-04: 
+
+درس ۰۴: برنامه‌نویسی تعاملی با پایتون
+======================================
+
+
+.. figure:: /_static/pages/04-python-interactive-mode.jpg
+    :align: center
+    :alt: برنامه‌نویسی تعاملی با پایتون (interactive)
+    :class: page-image
+
+    Photo by `Anton Maksimov juvnsky <https://unsplash.com/photos/3jDZM3rgpz8>`__
+  
+
+
+در این درس به توضیح حالت تعاملی پایتون می‌پردازیم؛ اینکه چگونه وارد یا خارج شویم، کد بنویسیم یا در مورد چیزی در این زبان راهنمایی بگیریم. پس از مطالعه درس پیش و دو بخش ابتدایی این درس، با اجرای اسکریپت و حالت تعاملی پایتون آشنا شده‌اید؛ بر همین اساس در بخش سوم این درس به توضیح گزینه‌های مورد کاربرد در فراخوانی مفسر پایتون می‌پردازیم که به نوعی به هر دو مبحث یاد شده مربوط می‌شوند. این درس پر از مطالبی است که در آینده سر نوبت(!) بررسی خواهند شد (مانند مفهوم **شی**) البته برای درک موضوعات، توضیح کوتاهی ارایه شده ولی بهتر است متمرکز به موضوعات اصلی خود درس باشید و زیاد درگیر آن‌ها نشوید؛ فقط به خاطر بسپارید! 
+
+:emoji-size:`✔` سطح: پایه
+
+----
+
+.. contents:: سرفصل‌ها
+    :depth: 2
+
+----
+
+.. _python-interactive-mode: 
+
+
+حالت تعاملی
+-------------
+از درس پیش به خاطر داریم که کدهای پایتون را می‌توان به دو روش اجرا نمود: ۱- ایجاد اسکریپت و معرفی آن به مفسر پایتون که در همان درس بررسی شد ۲- به شکل تعاملی با مفسر پایتون که موضوع همین درس است.
+
+پایتون یک زبان برنامه‌نویسی با قابلیت «حالت تعاملی» (Interactive Mode) است؛ این قابلیت که مبتنی بر خط فرمان است، امکانی را برای پردازش و اجرای کدهای (دستورها، عبارت‌ها [#f1]_ و تعریف‌ها) زبان پایتون فراهم می‌آورد. کدنویسی در این حالت به مانند زمانی است که یک اسکریپت را ایجاد می‌نمایید؛ ولی با هر بار فشردن کلید Enter صفحه کلید، مفسر پایتون آن را به صورت خودکار اجرا می‌کند.
+
+البته حالت تعاملی محدودیت‌هایی دارد که خواهید دید ولی از برخی زوایا بسیار مناسب و کاربردی است؛ به عنوان نمونه ممکن است قصد آزمودن یکی از قابلیت‌های زبان پایتون را داشته باشید یا اینکه بخواهید خروجی یک قطعه کد کوتاه را مشاهده نمایید که در این صورت ایجاد اسکریپت و سپس اجرای آن می‌تواند کار پر زحمتی به نظر برسد!،‌ از طرفی دریافت راهنمایی نیز از دیگر مزایای آن است که در یادآوری، شناخت و کسب آگاهی از اجزای زبان پایتون (کلمه‌های کلیدی، تابع‌ها، کلاس‌ها، ماژول‌ها و...) بسیار کاربردی و مفید می‌باشد، حتی برخی نیز مانند خود من از این قابلیت پایتون به عنوان یک ماشین حساب بهره می‌گیرند!.
+
+برای ورود به حالت تعاملی پایتون از دستور فراخوانی مفسر (حالت عمومی: ``python``) - به شکل تنها و بدون آرگومان‌ - در رابط خط فرمان سیستم عامل، استفاده می‌شود.
+
+ ::
+
+    user> python
+    Python 3.4.2 (default, Jan 25 2015, 20:02:16) 
+    [GCC 4.9.2 20141101 (Red Hat 4.9.2-1)] on linux
+    Type "help", "copyright", "credits" or "license" for more information.
+    >>> 
+
+پس از ورود یک پیغام نمایش داده می‌شود؛ در این پیغام ضمن ارایه اطلاعات پایه در مورد مفسر پایتون و سیستم عامل، پیشنهاد می‌شود که جهت یافتن اطلاعات بیشتر در مورد زبان برنامه‌نویسی پایتون از دستورهای ویژه‌ایی استفاده نمایید:
+
+* ``()license``: باعث نمایش چندین صفحه مرتبط با تاریخ توسعه و پروانه‌های پایتون می‌گردد که البته از طریق - صفحه `تاریخچه و پروانه پایتون <https://docs.python.org/3/license.html>`_ - نیز قابل مشاهده است. برای مرور از کلید Enter و خروج از کلید q صفحه کلید استفاده نمایید.
+
+* ``credits``: فهرستی از سازمان‌ها و شرکت‌های مشارکت کننده در توسعه زبان پایتون را نمایش می‌دهد.
+
+* ``copyright``: فهرست کپی‌رایت زبان پایتون از ابتدا تا کنون را نمایش می‌دهد.
+
+* ``help``: این دستور کاربرد زیادی دارد که در ادامه بررسی می‌شود. با استفاده از این دستور می‌توان در مورد اشیا و اجزای مختلف موجود در زبان پایتون راهنمایی گرفت.
+
+در حالت تعاملی پایتون، به صورت پیش‌فرض هر سطر توسط نماد ``<<<`` مشخص می‌شود و از آنجا که امکان وارد کردن دستورهای چند سطری (مانند تابع‌ها) نیز وجود دارد؛ سطرهای مربوط با بدنه یک دستور توسط نماد ``...`` مشخص می‌گردند.
+
+پس از درج هر سطر و با فشردن کلید Enter، مفسر آن سطر را پردازش کرده و در صورت لزوم نتیجه یا گزارش بروز استثنا مربوط را نمایش می‌دهد. در واقع پس از فشردن کلید Enter دیگر امکان بازگشت و اصلاح سطر وارد شده وجود نخواهد داشت و می‌بایست آن سطر از نو وارد گردد. بدیهی است که بروز اشتباه در دستورهای چند سطری به معنی لزوم وارد کردن دوباره تمام دستور می‌باشد!.
+
+
+.. code-block:: python
+    
+    >>> print("(50-5×6)÷4 =", (50-5*6)/4)
+    (50-5×6)÷4 = 5.0
+    
+    >>> def func():
+    ...     print("(50-5×6)÷4 =", (50-5*6)/4)
+    ... 
+    >>> func()
+    (50-5×6)÷4 = 5.0
+
+.. caution::
+    در پایتون برای تعریف یک تابع از کلمه کلیدی ``def`` استفاده می‌گردد که به دنبال آن نام و سپس پارامتر‌های تابع (در صورت نیاز) که درون پرانتز قرار می‌گیرند، آورده می‌شود. بعد از کاراکتر دو‌نقطه (Colon یا ``:``) و در سطرهای بعدی با رعایت یکنواخت تورفتگی، دستورهای بدنه تابع نوشته می‌شوند. با فراخوانی تابع (وارد کردن نام تابع) بدنه تابع اجرا می‌گردد. چنانچه در تعریف تابع پارامترهایی نیز در نظر گرفته شده باشد، در هنگام فراخوانی می‌بایست مقدار متناظر آن‌ها نیز مشخص شود (درون پرانتز جلوی نام تابع) - در کد بالا تابع ``func`` فاقد پارامتر بوده بنابراین در هنگام فراخوانی آن مقداری ارسال نشده است. [فقط برای آگاهی اولیه - تابع‌ در پایتون توسط دروس دوازدهم تا چهاردهم بررسی خواهد شد]
+
+.. note::
+
+    برای پایان دادن به دستورهای چند سطری می‌بایست سطر پایانی را خالی رها کرده و کلید Enter را بفشارید.
+
+برای پاک کردن صفحه از کلید‌های ترکیبی Ctrl–L استفاده نمایید. به منظور خروج نیز می‌توانید دستور ()quit را وارد کرده یا از کلیدهای ترکیبی Ctrl–D در *گنولینوکس* و Ctrl–Z با یک Enter پس از آن در *ویندوز* استفاده نمایید.
+
+از مزایای حالت تعاملی این است که در بیشتر مواقع برای مشاهده نتیجه، نیازی به استفاده از print نمی‌باشد:
+
+.. code-block:: python
+    
+    >>> a = 2
+    >>> a
+    2
+    
+    >>> (50-5*6)/4
+    5.0
+
+و چنانچه مشغول انجام محاسبات ریاضی هستید می‌توانید از یک متغیر خاص با نام ``_`` (خط زیرین: Underscore) استفاده نمایید؛ این متغیر همواره به آخرین مقدار [#f2]_ محاسبه شده اشاره دارد:
+
+.. code-block:: python
+    
+    >>> 5 * 6
+    30
+    >>> _
+    30
+    >>> 50 - _
+    20
+    >>> _ / 4
+    5.0
+
+
+مثالی دیگر - در کاربرد ریاضی، برخی تابع‌ها توسط ماژول ``math`` از کتابخانه استاندارد پایتون در دسترس هستند [`اسناد پایتون <https://docs.python.org/3/library/math.html>`_]:
+
+.. code-block:: python
+    
+    >>> import math
+    
+    >>> math.sqrt(36)
+    6.0
+    
+    >>> math.pow(3, 2)
+    9.0
+    
+    >>> math.radians(90)
+    1.5707963267948966
+    
+    >>> math.sin(_)
+    1.0
+
+اکنون می‌دانیم که برای وارد کردن یک ماژول به یک اسکریپت (یا ماژولی دیگر) از دستور import استفاده می‌گردد. پس از آن، برای دستیابی اجزای داخل آن مانند فراخوانی یک تابع نیز می‌بایست از الگوی «نام ماژول + نقطه + نام تابع مورد نظر» استفاده گردد.
+
+و اگر از روش ``... from ... import`` استفاده کنیم: در این صورت می‌توان به جای کل ماژول، تنها اجزای مورد نیاز خود را import نماییم و دیگر نیازی به ذکر نام ماژول نیز نخواهد بود::
+
+    >>> from math import sqrt, pow, radians, sin
+    >>> sqrt(36)
+    6.0
+    >>> pow(3, 2)
+    9.0
+    >>> radians(90)
+    1.5707963267948966
+    >>> sin(_)
+    1.0
+
+مثالی دیگر - ``sys`` یکی از ماژول‌های مهم پایتون است؛ این ماژول امکان دسترسی به برخی از متغیرهای مورد استفاده توسط مفسر (در زمان اجرا) و همچنین تابع‌هایی که با مفسر در ارتباط هستند را فراهم می‌آورد [`اسناد پایتون <https://docs.python.org/3/library/sys.html>`__]:
+
+.. code-block:: python
+    
+    >>> import sys
+    
+    >>> sys.version
+    '3.4.2 (default, Jan 25 2015, 20:02:16) \n[GCC 4.9.2 20141101 (Red Hat 4.9.2-1)]'
+    
+    >>> sys.version_info
+    sys.version_info(major=3, minor=4, micro=2, releaselevel='final', serial=0)
+    
+    >>> sys.platform
+    'linux'
+    
+    >>> sys.getdefaultencoding()
+    'utf-8'
+
+یا:
+
+.. code-block:: shell
+    
+    >>> from sys import version, version_info, platform, getdefaultencoding
+    
+    >>> version
+    '3.4.2 (default, Jan 25 2015, 20:02:16) \n[GCC 4.9.2 20141101 (Red Hat 4.9.2-1)]'
+    
+    >>> version_info
+    sys.version_info(major=3, minor=4, micro=2, releaselevel='final', serial=0)
+    
+    >>> platform
+    'linux'
+    
+    >>> getdefaultencoding()
+    'utf-8'
+
+دستور ``()sys.exit`` نیز موجب توقف اجرا (در اینجا: خروج از حالت تعاملی پایتون) می‌گردد. برای کنترل خطاها کاربرد دارد و همچنین می‌توان پیامی مرتبط را به خروجی فرستاد (معمولا گزارش رویدادی که موجب اتمام ناگهانی برنامه شده‌ است):
+
+.. code-block:: shell
+
+    >>> import sys
+    
+    >>> sys.exit("Error: Goodbye! :| ")
+    Error: Goodbye! :| 
+    
+    user>
+
+یا
+
+.. code-block:: shell
+
+    >>> from sys import exit as bye
+    
+    >>> bye("Error: Goodbye! :| ")
+    Error: Goodbye! :| 
+    
+    user>
+
+
+با استفاده از ``as`` می‌توان برای اجزای import شده (به هر دو روش)، یک نام دلخواه تنظیم کرد. این ویژگی در زمانی که نام اصلی طولانی بوده یا با یکی از اجزای داخل ماژول همنام باشد (برای جلوگیری از تداخل) کاربرد دارد.
+
+
+.. _python-help: 
+
+دریافت راهنمایی
+-----------------
+
+یکی از دستورهای پیشنهادی در پیغام ابتدایی حالت تعاملی، ``help`` بود که با وارد کردن آن متن پایین نمایش داده می‌شود::
+
+    >>> help
+    Type help() for interactive help, or help(object) for help about object.
+
+به دو روش می‌توان از امکان راهنمایی استفاده کرد که در ادامه بررسی می‌شود.
+
+.. note::
+    در هر دو روش برای مرور توضیحات طولانی از کلیدهای Enter (سطر به سطر) و Space (صفحه به صفحه) بهره بگیرید و برای خروج از توضیحات نیز از کلید q صفحه کلید استفاده نمایید؛ همواره انتهای توضیحات توسط عبارت ``(END)`` مشخص شده است.
+
+.. rubric::  روش یکم: رفتن به حالت راهنمای تعاملی
+
+برای این منظور از دستور ``()help`` استفاده می‌گردد - با وارد کردن این دستور ضمن نمایش پیغام خوش‌آمد گویی، نماد سطر (``<<<``) نیز به ``<help`` تغییر پیدا می‌کند::
+
+    >>> help()
+    
+    Welcome to Python 3.4's help utility!
+    
+    If this is your first time using Python, you should definitely check out
+    the tutorial on the Internet at https://docs.python.org/3/tutorial/.
+    
+    Enter the name of any module, keyword, or topic to get help on writing
+    Python programs and using Python modules.  To quit this help utility and
+    return to the interpreter, just type "quit".
+    
+    To get a list of available modules, keywords, symbols, or topics, type
+    "modules", "keywords", "symbols", or "topics".  Each module also comes
+    with a one-line summary of what it does; to list the modules whose name
+    or summary contain a given string such as "spam", type "modules spam".
+    
+    help> 
+
+
+اکنون کافی است نام موردی که می‌خواهید درباره آن اطلاعات بگیرید را وارد نمایید؛ در همین راستا همانطور که در پیغام ابتدایی هم بیان شده است می‌توانید از فرمان‌‌های پایین نیز کمک بگیرید:
+
+* ``modules``: نمایش فهرستی از نام تمامی ماژول‌های در دسترس
+* ``keywords``:‌ نمایش تمام کلمه‌های کلیدی پایتون
+* ``symbols``:‌ نمایش تمام نماد‌های معنادار در پایتون
+* ``topics``: نمایش فهرستی از مباحث مربوط به پایتون
+
+::
+
+    help> keywords
+    
+    Here is a list of the Python keywords.  Enter any keyword to get more help.
+    
+    False               def                 if                  raise
+    None                del                 import              return
+    True                elif                in                  try
+    and                 else                is                  while
+    as                  except              lambda              with
+    assert              finally             nonlocal            yield
+    break               for                 not                 
+    class               from                or                  
+    continue            global              pass                
+    
+    help> def
+    
+    Function definitions
+    ********************
+    
+    A function definition defines a user-defined function object (see
+    section *The standard type hierarchy*):
+    
+    [...]
+    
+    A function definition is an executable statement.  Its execution binds
+    the function name in the current local namespace to a function object
+    (a wrapper around the executable code for the function).  This
+    function object contains a reference to the current global namespace
+    :
+
+برای خروج از راهنمای تعاملی، ``quit`` (یا ``q``) را وارد نماید.
+
+.. rubric::  روش دوم: فراخوانی تابع راهنما
+
+در این روش از الگوی ``(help(object`` برای دریافت اطلاعات درباره یک شی (object)، به صورت مستقیم و بدون ورود به راهنمای تعاملی استفاده می‌شود - تنها کافی است نام شی مورد نظر را درون پرانتز قرار دهید (به جای واژه object)::
+
+    >>> help(print)
+    
+    Help on built-in function print in module builtins:
+    
+    print(...)
+        print(value, ..., sep=' ', end='\n', file=sys.stdout, flush=False)
+        
+        Prints the values to a stream, or to sys.stdout by default.
+        Optional keyword arguments:
+        file:  a file-like object (stream); defaults to the current sys.stdout.
+        sep:   string inserted between values, default a space.
+        end:   string appended after the last value, default a newline.
+        flush: whether to forcibly flush the stream.
+    (END)
+    
+    >>> 
+
+از این روش با الگوی دیگری هم استفاده می‌شود. الگوی ``("help("string`` یعنی قرار دادن نام موردی که می‌خواهید درباره آن اطلاعات بگیرید درون پرانتز به شکلی محصور با دو نماد نقل قول ( " " ) - این الگو عملکردی مشابه با روش قبل (روش یکم) دارد با این تفاوت که دریافت اطلاعات به صورت مستقیم و بدون ورود به راهنمای تعاملی انجام می‌پذیرد. در واقع برای به دست آوردن اطلاعات درباره موردی که شی نمی‌باشد (مانند هر یک از دستورهای ``symbols`` ،``keywords`` ،``modules`` و ``topics`` یا...) لازم است به این صورت اقدام گردد.
+
+
+.. _python-arguments: 
+
+گزینه‌های فراخوانی
+-------------------
+در کنار دستور فراخوانی پایتون در خط فرمان، می‌توان از گزینه‌ها و دستورهای گوناگونی بهره برد. البته قبلا هم از آن‌ها استفاده کردیم؛ مانند زمانی که قصد داشتیم نسخه پایتون مورد نظر خود را بیابیم یا حتی زمانی که قصد داشیم یک اسکریپت را اجرا کنیم. واقعیت این است که دستور فراخوانی پایتون الگویی دارد که شکل کامل آن در پایین آورده شده است. [`اسناد پایتون <https://docs.python.org/3/using/cmdline.html>`__]::
+
+    python [-bBdEhiIOqsSuvVWx?] [-c command | -m module-name | script | - ] [args]
+
+همانطور که مشاهده می‌شود این دستور می‌تواند سه دسته آرگومان را بپذیرد:
+
+.. rubric:: دسته یکم (Options):
+
+شامل برخی از حروف الفباست که به همراه یک کاراکتر خطِ فاصله (Dash) ``-`` بعد از دستور اصلی یعنی ``python`` می‌آیند؛ برخی از این گزینه‌ها به شرح زیر است:
+
+* ``q−`` در هنگام ورود به حالت تعاملی پایتون از نمایش پیغام ابتدایی صرف نظر می‌شود::
+
+    user> python -q
+    >>> 2 + 2
+    4
+
+  * Qold: حاصل تقسیم دو عدد صحیح یک عدد صحیح باشد. (پیکربندی چگونگی محاسبات ریاضی)
+  
+  * Qnew: حاصل تقسیم دو عدد صحیح یک عدد ممیز شناور باشد. (پیکربندی چگونگی محاسبات ریاضی)
+  
+  * Qwarn: حاصل تقسیم دو عدد صحیح یک عدد صحیح باشد، به همراه نمایش پیام هشدار به ازای هر عملگر.  (پیکربندی چگونگی محاسبات ریاضی)
+  
+  * Qwarnall: به مانند Qwarn است ولی به ازای تمام عملگرهای تقسیم به کار رفته در اسکریپت تنها یک پیام هشدار نمایش داده می‌شود. 
+
+  ::
+
+    python -Qnew script.py 
+
+
+* ``O-`` یا ``OO-`` - راه‌اندازی بهینه‌ساز (Optimization) پایه بایت‌کد، که می‌تواند تا حدودی موجب بهبود کارایی اسکریپت گردد. استفاده از گزینه ``OO-`` علاوه بر بهینه سازی، موجب دور انداختن مستندات [#f3]_ (Docstrings) موجود در اسکریپت نیز می‌شود: 
+
+  ::
+
+    python -O script.py
+
+  .. tip::
+      در صورت استفاده از این گزینه‌ها، به جای فایل ``pyc.`` (بایت‌کد معمولی)، فایلی با پسوند ``pyo.`` (بایت‌کد بهینه شده) ایجاد می‌گردد.
+
+* ``B-`` مفسر پایتون از ذخیره بایت‌کد ماژول‌های import شده بر روی دیسک خودداری می‌کند::
+
+    python -B script.py
+
+* ``d-`` برخی از گزارش‌های اضافه خطایابی (در صورت وجود) نمایش داده می‌شوند::
+
+    python -d script.py
+
+* ``i-`` پس از اجرای اسکریپت، خط فرمان به حالت تعاملی پایتون وارد می‌شود::
+
+    python -i script.py
+
+* ``V-`` (برابر با ``version--``) - نسخه پایتون نمایش داده می‌شود::
+
+    python -V
+
+* ``?-`` یا ``h-`` (برابر با ``help--``) - فهرست گزینه‌های فراخوانی پایتون به همراه توضیحاتی کوتاه نمایش داده می‌شود::
+
+    python -h
+
+* ``S-`` از import شدن ماژول ``site`` جلوگیری می‌شود::
+
+    python -S
+
+  به صورت عادی ماژول ``site`` در زمان راه‌اندازی مفسر پایتون به صورت خودکار import می‌گردد و وظیفه آن گسترش ``sys.path`` است. به عنوان نمونه؛ این ماژول مسیر دایرکتوری site-packages را به ``sys.path`` اضافه می‌کند.
+
+  دایرکتوری site-packages محل  نگهداری بسته‌ها یا کتابخانه‌های شخص ثالثی است که با استفاده از pip اقدام به نصب آن‌ها در پایتون کرده‌ایم.
+
+  هر زمان که ماژولی import می‌شود مفسر پایتون در داخل دایرکتوری‌های مشخصی به دنبال آن می‌گردد؛ این دایرکتوری‌ها در ``sys.path`` فهرست شده‌اند.
+
+  برای نمونه در ویندوز:
+
+  ::
+
+    > python -q
+    
+    >>> import sys
+    >>> sys.path
+    ['', 'C:\\Python34', 'C:\\Windows\\SYSTEM32\\python34.zip', 'C:\\Python34\\DLLs', 'C:\\Python34\\lib', 'C:\\Python34\\lib\\site-packages']
+    >>>
+
+
+  در گنولینوکس:
+
+  ::
+
+    user> python -qS
+    
+    >>> import sys
+    >>> sys.path
+    ['', '/usr/local/lib/python34.zip', '/usr/local/lib/python3.4/', '/usr/local/lib/python3.4/plat-linux', '/usr/local/lib/python3.4/lib-dynload']
+    >>> 
+
+  *از گزینه S استفاده شده است و همانطور که مشاهده می‌نمایید دیگر از دایرکتوری site-packages خبری نیست!*
+
+  .. tip::
+    نخستین دایرکتوری که مفسر در آن به دنبال نام ماژول می‌گردد؛ دایرکتوری حاوی اسکریپت است که در کدهای بالا (چون که مربوط به حالت تعاملی پایتون است) توسط ``''`` مشخص شده است. 
+
+    مفسر دایرکتوری‌های این فهرست را به ترتیب (از چپ به راست) برای جستجو در نظر می‌گیرد.
+
+  می‌توانید با نوشتن مسیر دایرکتوری‌های دلخواه خود درون یک فایل متنی با پسوند ``pth.`` و قرار دادن آن درون دایرکتوری site-packages، این دایرکتوری‌ها را نیز به ``sys.path`` بیافزایید. برای نمونه فایل mypath.pth را (در سیستم عامل گنولینوکس) ایجاد می‌نماییم::
+
+    user> cd /usr/local/lib/python3.4/site-packages
+    user> sudo touch mypath.pth
+    user> sudo chmod 777 mypath.pth
+
+  فایل mypath.pth را با یک ویرایشگر متن باز کرده و مشابه پایین فهرست دایرکتوری‌های مورد نظر خود را در آن وارد می‌نماییم::
+
+    /home/user/Documents
+    /home/user/Documents/me
+
+  اکنون تمام ماژول‌های موجود در این دایرکتوری‌ها قابل import هستند؛ به فهرست ``sys.path`` توجه نمایید::
+
+    
+    user> python -q
+    
+    >>> import sys
+    >>> sys.path
+    ['', '/usr/local/lib/python34.zip', '/usr/local/lib/python3.4', '/usr/local/lib/python3.4/plat-linux', '/usr/local/lib/python3.4/lib-dynload', '/usr/local/lib/python3.4/site-packages', '/home/user/Documents', '/home/user/Documents/me']
+    >>>
+
+  همین کار را می‌توان از طریق برنامه‌نویسی نیز انجام داد، البته پس از اتمام اجرای اسکریپت (در اینجا: خروج از حالت تعاملی) اثر آن از بین می‌رود::
+
+    user> python -q
+    
+    >>> import sys
+    >>> sys.path.append('/home/user/Documents')
+    >>> sys.path.append('/home/user/Documents/me')
+
+  تابع ``append`` دایرکتوری مورد نظر را به انتهای فهرست ``sys.path`` اضافه می‌کند. البته می‌توان با استفاده از تابع ``insert`` به جای ``append`` جایگاه دایرکتوری دلخواه خود را با استفاده از آرگومان نخست آن در ``sys.path`` مشخص نمود؛ با این کار دایرکتوری مورد نظر زودتر از دایرکتوری‌های بعد خودش توسط مفسر مورد جستجو قرار می‌گیرد - فایده این کار زمانی مشخص می‌شود که در دایرکتوری‌هایی مجزا، ماژولی با نام یکسان وجود داشته باشد؛ در این صورت ماژولی که زودتر توسط مفسر دیده شود به عنوان ماژول مورد نظر import می‌شود::
+
+    user> python -q
+    
+    >>> import sys
+    >>> sys.path.insert(1,'/home/user/Documents/me')
+    >>> sys.path
+    ['', '/home/user/Documents/me', '/usr/local/lib/python34.zip', '/usr/local/lib/python3.4', '/usr/local/lib/python3.4/plat-linux', '/usr/local/lib/python3.4/lib-dynload', '/usr/local/lib/python3.4/site-packages']
+    >>>
+
+  چند درس جلوتر خواهید آموخت که مقدار ``sys.path`` در واقع یک شی از نوع ``list`` است؛ ``append`` و ``insert`` نیز تابع‌هایی  هستند که توسط یک شی از نوع ``list`` ارایه می‌گردد. در این مرحله تنها به یاد داشته باشید که موقعیت‌ها در یک شی از نوع ``list`` از عدد صفر شماره‌گذاری می‌گردند.
+
+.. rubric:: دسته دوم:
+
+* ``c command-`` این الگو امکان اجرای دستورهای پایتون را بدون ورود به حالت تعاملی یا ایجاد اسکریپت، فراهم می‌سازد::
+
+    user> python -c "import sys; print(sys.path)"
+    ['', '/usr/local/lib/python34.zip', '/usr/local/lib/python3.4', '/usr/local/lib/python3.4/plat-linux', '/usr/local/lib/python3.4/lib-dynload', '/usr/local/lib/python3.4/site-packages']
+
+  .. note::
+    دستورها باید درون نمادهای نقل قول محصور باشند. 
+
+    استفاده از سمی‌کالن ( ``;`` )‌ در پایان دستورهای پایتون اجباری نیست ولی چنانچه بخواهیم چند دستور را در یک سطر قرار بدهیم می‌بایست از آن استفاده نماییم.
+
+* ``m module-name-`` این الگو امکان اجرای یک ماژول (از میان فهرست ``sys.path``) را به عنوان ماژول ``'__main__'`` فراهم می‌سازد.
+
+  جالب‌ترین نمونه برای بیان کاربرد این الگو، اجرای ماژول ``http.server`` است. زمانی که نیاز به راه‌اندازی سریع یک وب سرور دارید و نمی‌خواهید خود را درگیر نصب و پیکربندی Nginx یا دیگر وب سرور‌ها نمایید؛ می‌توانید از این ماژول پایتون بهره بگیرید. این ماژول امکانات یک وب سرور ساده را در اختیار شما قرار می‌دهد. [`اسناد پایتون <https://docs.python.org/3/library/http.server.html>`__]::
+
+    user> python -m http.server 8080
+
+  .. note::
+    در استفاده از این الگو نیز همانند زمان import، پسوند ماژول (py) نوشته نمی‌شود.
+    
+    می‌توان شماره پورت را وارد نکرد که در این حالت به صورت پیش‌فرض پورت 8000 در نظر گرفته می‌شود.
+
+
+  ولی منظور از ماژول ``'__main__'`` چیست؟ 
+
+  هنگامی که ماژولی (برای نخستین بار) import می‌شود، مفسر پایتون به صورت خودکار تمام کد‌های درون آن را اجرا می‌کند. در مواردی ممکن است یک فایل py. حاوی کدهایی باشد که تنها می‌بایست در حالت اسکریپت به اجرا درآید؛ در این شرایط با import شدن فایل، این کد‌ها نیز اجرا می‌گردند که خواست برنامه‌نویس نمی‌باشد!. از طرفی در پایتون یک سری مقادیر و متغیرهای ویژه و از پیش تعریف شده به مانند ``__name__`` وجود دارد. متغیر ``__name__`` به نام ماژول اشاره دارد؛ در حالت اسکریپت (اجرای یک ماژول به صورت مستقیم - نمونه دستور: ``python script.py`` - درس پیش توضیح داده شد) مقدار ``__name__`` برابر با یک مقدار ویژه به نام ``'__main__'`` می‌گردد که از این موضوع می‌توان برای کنترل اجرای کدها استفاده کرد. 
+
+  معمولا کدهای اسکریپت به گونه‌ای نوشته می‌شوند که اجرای آن‌ها وابسته به اجرای یک تابع اصلی باشد که معمولا ``()main`` نامیده می‌شود که در انتها بتوان با قرار دادن شرط برابری مقدار ``__name__`` با ``'__main__'`` برای اجرای تابع یاد شده، از اجرای کد‌های مورد نظر تنها در حالت اجرا به صورت اسکریپت (و نه در زمان import) مطمئن شد.
+
+  .. code-block:: python
+      
+      def main():  
+          print("this runs only when executed directly") 
+      
+      if __name__ == '__main__':  
+          main()  
+
+
+* ``script`` این الگو (``python script.py``) بیان‌‌گر همان روش اجرای اسکریپت است که در درس پیش به صورت کامل بررسی شد.
+
+
+.. rubric:: دسته سوم (Arguments):
+
+همانطور که پیش از این نیز گفته شده بود می‌توان مقادیری را به عنوان آرگومان به اسکریپت در زمان به اجرا درآوردن آن ارسال نمود. این مقادیر از طریق ``sys.argv`` داخل کدهای اسکریپت قابل دسترس هستند. به نمونه اسکریپت پایین و اجرای آن توجه نمایید:
+
+  
+.. code-block:: python
+    
+    import sys
+
+    def main():
+        print(sys.argv)
+        print(sys.argv[0])
+        print(sys.argv[1])
+        print(sys.argv[2])
+
+    if __name__ == '__main__':
+        main()
+
+.. tip::
+     از آنجا که عملکرد و خروجی مورد نظر این ماژول تنها در حالت اجرای اسکریپت است (دریافت آرگومان‌ها) و نه import آن در برنامه، بنابراین با بررسی نام ماژول در زمان اجرا از این موضوع اطمینان حاصل کردیم.
+
+
+اسکریپت بالا را با ارسال دو آرگومان ``arg_1`` و ``arg_2`` اجرا می‌نماییم:
+
+::
+
+    user> cd /home/user/Documents
+
+    user> python script.py arg_1 arg_2
+    ['/home/user/Documents/script-argv.py', 'arg_1', 'arg_2']
+    /home/user/Documents/script-argv.py
+    arg_1
+    arg_2
+
+مقدار ``sys.argv`` نیز یک شی از نوع ``list`` است: [... ,Ο, Ο, Ο] - برای دسترسی به عناصر موجود در شی list، از الگویی مشابه [object[index که در آن ...,index=0,1,2,3 است، استفاده می‌گردد؛ به عنوان نمونه ``[sys.argv[0`` به نخستین عنصر موجود در ``sys.argv`` اشاره دارد.
+
+عضو نخست ``sys.argv`` یا ``[sys.argv[0`` همواره حاوی نام اسکریپت است. البته به جز در مواقعی که از ``c-`` استفاده کرده‌ایم که در این صورت برابر مقدار ``'c-'`` خواهد بود::
+
+    user> python -c "import sys; print(sys.argv)" 2
+    ['-c', '2']
+
+
+
+.. admonition:: تمرین
+    
+  یک اسکریپت ایجاد نمایید که دو پارامتر نام و سن را به صورت آرگومان‌های اسکریپت دریافت و بر روی خروجی نمایش دهد.
+
+  نمونه دستور اجرای اسکریپت:
+
+  ::
+
+        python script.py "Hideyoshi Nagachika" 19
+
+  نمونه خروجی اسکریپت:
+
+  ::
+
+        Name: Hideyoshi Nagachika - Age: 19 
+
+
+.. _lesson-04-footer: 
+
+پی‌نوشت
+-------
+
+.. [#f1] «عبارت» (Expression) یک قطعه از کد است که می‌تواند به یک مقدار ارزیابی گردد، عبارت شامل «کلمه‌های کلیدی» (Keywords) نمی‌شود و «دستور» (Statement) بخشی از یک بلاک کد است که شامل کلمه‌های کلیدی بوده و کاری را به انجام می‌رساند. [کلمه‌های کلیدی در آینده بررسی می‌شوند.]
+
+.. [#f2] درست این بود که به جای واژه «مقدار» (Value) از «شی» (Object) استفاده می‌شد؛ چرا که هر چیزی در پایتون یک شی است. به عنوان نمونه، عدد 5 یک شی از کلاس «اعداد صحیح» (Integers) می‌باشد.
+
+.. [#f3] توضیحی است که در ابتدای تابع‌ها، کلاس‌ها و ماژول‌ها می‌آید و توسط مفسر نادیده گرفته نمی‌شود. [docstring در آینده بررسی می‌شود]
+
+
+
+|
+
+----
+
+:emoji-size:`😊` امیدوارم مفید بوده باشه
+
+
diff --git a/source/lessons/l05-object-oriented-programming.rst b/source/lessons/l05-object-oriented-programming.rst
index 0d49e61..d230d7b 100644
--- a/source/lessons/l05-object-oriented-programming.rst
+++ b/source/lessons/l05-object-oriented-programming.rst
@@ -1,219 +1,219 @@
-.. role:: emoji-size
-
-.. meta::
-   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس پنجم: مفهوم شی‌گرایی
-   :keywords:  شی گرایی, مفهوم شی گرایی, اصول و مبانی شی گرایی, کلاس, شی, متد, صفت, سازنده, نمونه سازی, کپسوله سازی, وراثت, چندریختی, انتزاع, تجرید, برنامه نویسی شی گرا, اشیا در پایتون, کلاس ها در پایتون, آموزش برنامه نویسی, آموزش پایتون,آموزش, سلسله مراتب وراثت, is-a,has-a, ترکیب
-
-.. _lesson-05: 
-
-درس ۰۵: مفهوم شی‌گرایی
-========================
-
-
-.. figure:: /_static/pages/05-python-object-oriented-programming-concept.jpg
-    :align: center
-    :alt: مفهوم شی گرایی (Object-Oriented Programming)
-    :class: page-image
-
-    Photo by `Lucas Benjamin <https://unsplash.com/photos/wQLAGv4_OYs>`__
-
-این درس به توضیح مفاهیم پایه «برنامه‌نویسی شی‌گرا» (Object-Oriented Programming) اختصاص یافته است و آخرین درس از سطح «پایه» در این کتاب می‌باشد. هدف از این درس آشنایی خوانندگان با مفاهیم عمومی شی‌گرایی بوده و نه آموزش آن؛ جزییات بیشتر از برنامه‌نویسی شی‌گرا به همراه آموزش پیاده‌سازی مفاهیم آن در زبان پایتون از درس هفدهم تا بیست و دوم به صورت کامل بررسی خواهد شد. البته در این درس کمی به ساختار اشیا و کلاس‌ها در زبان پایتون اشاره‌ شده است که پیش‌نیاز دروس آتی خواهد بود.
-
-
-:emoji-size:`✔` سطح: پایه
-
-----
-
-.. contents:: سرفصل‌ها
-    :depth: 2
-
-----
-
-
-.. _object-oriented-programming: 
-
-برنامه‌نویسی شی‌گرا
---------------------
-«برنامه‌نویسی شی‌گرا» (`Object-Oriented Programming <http://en.wikipedia.org/wiki/Object-oriented_programming>`_) یا به اختصار OOP یک الگو یا شیوه تفکر در برنامه‌نویسی است که برگرفته از دنیای واقعی بوده و از دهه ۱۹۶۰ میلادی مطرح گشته است. به زبانی که از این الگو پشتیبانی کند، «زبان شی‌گرا» گفته می‌شود؛ `Simula 67 <http://en.wikipedia.org/wiki/Simula>`_ و `Smalltalk <http://en.wikipedia.org/wiki/Smalltalk>`_ نخستین زبان‌های برنامه‌نویسی شی‌گرا هستند. ایده شی‌گرایی در پاسخ به برخی از نیازها که الگوهای موجود پاسخ‌گو آن‌ها نبودند به وجود آمد؛ نیازهایی مانند: توانایی پیاده‌سازی مسائل پیچیده (Complex)، «پنهان‌سازی داده» (Data Hiding)، «قابلیت استفاده مجدد» (Reusability) بیشتر، وابستگی کمتر به توابع، انعطاف بالا و...
-
-رویکرد برنامه‌نویسی شی‌گرا «از پایین به بالا» (Bottom-Up) است؛ یعنی ابتدا واحدهایی کوچک از برنامه ایجاد می‌شوند و سپس با پیوند این واحدها، واحدهایی بزرگتر و در نهایت شکلی کامل از برنامه به وجود می‌آید. برنامه‌نویسی شی‌گرا در قالب دو مفهوم «**کلاس**» (Class) و «**شی**» (Object) ارایه می‌گردد. هر کلاس واحدی از برنامه است که بخشی از عملیات‌ها و داده‌های یک برنامه را تعریف می‌کند و هر شی نیز یک نمونه پیاده‌سازی شده از یک کلاس است. می‌توان هر تعداد شی از یک کلاس ایجاد کرد. هر شی مستقل از دیگر اشیای ایجاد شده خواهد بود که می‌تواند مقادیر متفاوتی را در خود نگهداری کند (در چهارچوبی که توسط کلاس آن تعریف شده است). در برنامه‌نویسی شی‌گرا، تمامی عملیات‌های قابل انتظار یک برنامه از تعامل اشیای  گوناگون با یکدیگر حاصل می‌شود.
-
-
-برای مثال، کارخانه تولید یک مدل خودرو را می‌توانیم به شکل یک ساختار بزرگ در نظر بگیریم. بدیهی است که این کارخانه شامل بخش‌های تولیدی کوچکتری به مانند: سیستم الکتریکی، سیستم چرخ‌ها، سیستم سوخت، سیستم خنک کننده، موتور و... است که هر کدام نیز در نوع خود می‌تواند به واحدهایی کوچکتر تقسیم گردد. طراحی شی‌گرای این کارخانه به این صورت می‌شود که ابتدا می‌بایست کلاس‌های کوچکترین واحدها را ایجاد کرد که کاملا ایزوله از یکدیگر هستند. پس از آن به ترتیب کلاس‌هایی بزرگتر تعریف می‌گردند که در آنها بخشی از عملیات‌های مرتبط با یکدیگر هماهنگ می‌شوند، این کلاس‌ها در تعریف خود حاوی اشیای کلاس‌های کوچکتر خواهند بود. با گسترش این طرح به تعریف کلاس نهایی می‌رسیم که در اینجا همان کلاس کارخانه است. اکنون این کلاس با هماهنگ کردن اشیای واحدهای کوچکتر از خود و تعریف عملیات‌های مورد نیاز، آماده تولید نمونه‌های کامل و مورد انتظار خواهد بود. به این صورت که با ایجاد یک شی از آن، یک موجودیت اجرایی (خودرو) پدید می‌آید.
-
-.. _oop-concepts: 
-
-مفاهیم شی‌گرایی
---------------------
-
-
-گفته شد که هر کلاس ساختاری است که تعدادی داده و عملیات مرتبط را تعریف می‌کند. از دید برنامه‌نویسی، هر کلاس از دو بخش «اعضای داده» (Data Members) و «توابع عضو» (Member Functions) تشکیل شده است. اعضای داده در واقع همان متغیر‌های درون کلاس هستند که خصوصیات یا صفات شی را بیان می‌کنند و در شی‌گرایی با عنوان «**فیلد**» (Field) یا «**صفت**» (Attribute) از آن‌ها یاد می‌شود. توابع عضو نیز عملیات یا کارهایی هستند که یک شی از کلاس قادر به انجام آن‌ها می‌باشد؛ در شی‌گرایی به این توابع «**متد**» (Method) گفته می‌شود. 
-
-تا به اینجا با مفاهیم «کلاس»، «صفت»، «متد» و «شی» آشنا شده‌ایم؛ در ادامه به توضیح مفاهیم اصلی از برنامه‌نویسی شی‌گرا خواهیم پرداخت. 
-
-
-.. _python-oop-instantiation: 
-
-نمونه‌سازی
-~~~~~~~~~~~~~~~~~~~
-
-به هر شی از یک کلاس، یک نمونه (Instance) از آن کلاس گفته می‌شود و به عمل ایجاد شی از کلاس در شی‌گرایی «**نمونه‌سازی**» (Instantiation) گفته می‌شود. در این مفهموم، هدف نهایی از تعریف کلاس‌ها در برنامه، تنها تولید شی نیست. گاهی نیز وجود یک کلاس تنها برای درج تعاریف مشترک بین چند کلاس دیگر کاربرد پیدا می‌کند. بر همین اساس دو نوع کلاس در شی‌گرایی وجود دارد: ۱- کلاس‌های عادی که توانایی نمونه‌سازی دارند و به آن‌ها **”Concrete Class“** گفته می‌شود ۲- کلاس‌هایی که توانایی نمونه‌سازی ندارند و به آن‌ها **”Abstract Class“** گفته می‌شود.
-
-همانطور که در دروس مربوط به پیاده‌سازی کلاس خواهید دید؛ با ایجاد هر نمونه از کلاس یک متد خاص در آن به صورت خودکار اجرا می‌گردد. این متد «**سازنده**» (Constructor) نام دارد و کار آن «**مقداردهی اولیه**» (Initialization) شی است. این کار موجب اطمینان از مقداردهی تمامی اعضای داده پیش از استفاده شی در برنامه می‌گردد. 
-
-
-برای مثال یک کلاس خودرو ساده را در نظر بگیرید که در آن صفات: رنگ بدنه، ظرفیت باک، بیشینه سرعت و متدهای: راندن، دریافت میزان سوخت، سوخت گیری، تنظیم سرعت، توقف تعریف شده است. در همان ابتدا یعنی زمان نمونه‌سازی می‌توانیم با تنظیم صفات توسط متد سازنده، اشیا هم نوع ولی با صفات متفاوتی را ایجاد نماییم. برای مثال: دو خودروی آبی با ظرفیت باک ۲۰ لیتر و بیشینه سرعت ۸۰ کیلومتر-ساعت یا یک خودروی صورتی با ظرفیت باک ۴۰ لیتر و بیشینه سرعت ۱۶۰ کیلومتر-ساعت که البته هر سه آن‌ها تمام متدهای کلاس را در خود دارند:
-
-.. image:: /_static/lessons/l05-car-class-sample.jpg
-    :align: center
-
-.. image:: /_static/lessons/l05-car-class-object-sample.jpg
-    :align: center
-
-
-.. _python-oop-encapsulation: 
-
-کپسوله‌سازی
-~~~~~~~~~~~~~~~~~~~
-
-
-یک مفهوم دیگر در برنامه‌نویسی شی‌گرا، «**کپسوله‌سازی**» (Encapsulation) است. کپسوله‌سازی به معنی پنهان‌سازی داده‌ها یا عملیات‌های درون یک شی است که با محدودسازی دسترسی به آن‌ها به دست می‌آید. در این شرایط اشیا باید بدون آگاهی از ساختار درونی و چگونگی انجام عملیات یکدیگر به تعامل بپردازند. این امر از پیچیدگی برنامه جلوگیری و تغییر را ساده‌تر می‌کند.
-
-
-.. _python-oop-inheritance: 
-
-وراثت
-~~~~~~~~~~~~~~~~~~~
-
-
-وراثت (Inheritance) یکی از شکل‌های «قابلیت استفاده مجدد» کد بوده که برنامه‌نویس را قادر می‌سازد تا با ارث‌بری صفات و متدهای یک یا چند کلاس موجود، کلاس‌های جدیدی را ایجاد نماید. 
-
-
-برای نمونه فرض کنیم طراح کلاس خودروی پیش، قصد طراحی یک مدل خودرو جدید با رویکرد باربری دارد؛ بنابراین می‌بایست کلاسی جدید برای تولید آن تهیه نماید. ولی کلاس جدید علاوه‌بر صفات (ظرفیت بارگیری و..) و متدهای (انجام بارگیری، تخلیه بار و...) خاص خودش به صفات (رنگ بدنه، ظرفیت باک و...) و متدهای (راندن، سوخت گیری، توقف و...) مشابه در کلاس قبل هم نیاز دارد؛ در این حالت نیازی به تعریف مجدد آن‌ها نیست و می‌توان صفات و متدهای کلاس پیش را در کلاس جدید به ارث برد یا یک Abstract Class برای درج تعاریف مشترک هر دو کلاس ایجاد کرد که این دو مدل خورد می‌توانند آن را به ارث ببرند.
-
-به کلاسی که از آن ارث‌بری می‌شود **”Parent Class“** یا **”Base Class“** (کلاس پایه) یا **”Superclass“** و به کلاسی که اقدام به ارث‌بری می‌کند **”Child Class“** (کلاس فرزند) یا **”Derived Class“** یا **”Subclass“** گفته می‌شود.
-
-ارث‌بری توسط «نسبت **هست-یک**» (IS-A Relationship) بیان می‌شود؛ این نسبت می‌گوید کلاس فرزند یک نوع از چیزی است که کلاس پایه هست. کلاس A از کلاس B ارث‌بری دارد؛ در این حالت می‌گوییم: A is a type of B، یعنی درست است اگر بگوییم: «سیب» یک نوع «میوه» است یا «خودرو» یک نوع «وسیله نقلیه» است ولی توجه داشته باشید که این یک ارتباط یک‌طرفه از کلاس فرزند به کلاس پایه است و نمی‌توانیم بگوییم: «میوه» یک نوع «سیب» است یا «وسیله نقلیه» یک نوع «خودرو» است. 
-
-کلاس‌ها می‌توانند مستقل باشند ولی هنگامی که وارد رابطه‌های وراثت می‌شوند، یک ساختار سلسله مراتب (Hierarchy) به شکل درخت را تشکیل می‌دهند. برای نمونه به ساختار سلسله مراتب وراثت پایین که مربوط به برخی اشکال هندسی است توجه نمایید، پیکان‌ها نشانگر نسبت is-a هستند.
-
-.. image:: /_static/lessons/l05-Inheritance-Hierarchy-Sample.png
-    :align: center
-
-
-.. _python-oop-composition: 
-
-ترکیب
-~~~~~~~~~~~~~~~~~~~
-
-
-در برنامه‌نویسی شی‌گرا نسبت دیگری نیز با عنوان «نسبت **دارد-یک**» (HAS-A Relationship) وجود دارد که بیانگر مفهومی به نام «**ترکیب**» (Composition) است که شکل دیگری از قابلیت استفاده مجدد کد می‌باشد ولی مفهومی متفاوت با وراثت دارد. این نسبت زمانی بیان می‌شود که درون یک کلاس (مانند: C) از کلاس دیگری (مانند: D) نمونه‌سازی شده باشد؛ یعنی شی کلاس C درون خودش شی‌ای از کلاس D را داشته باشد؛ در این حالت می‌گوییم: C has a D. به یاد دارید خواندیم کلاس کارخانه خودروسازی با هماهنگ کردن اشیای واحدهای کوچکتر، عملیات خود را تعریف می‌کند. مثلا کلاس موتور - یعنی درون این کلاس یک شی از کلاس موتور ایجاد شده است، اکنون می‌توانیم بگوییم: «خودرو» یک «موتور» دارد.
-
-.. image:: /_static/lessons/l05-has-a-Sample.png
-    :align: center
-
-
-.. _python-oop-polymorphism: 
-
-چندریختی
-~~~~~~~~~~~~~~~~~~~
-
-مفهوم چندریختی (Polymorphism) بیانگر توانایی کلاس فرزند در بازتعریف متدهایی است که در کلاس پایه موجود می‌باشند. برای نمونه دو کلاس «ماهی» و «گربه» را که هر دو آن‌ها از کلاسی به نام «حیوان» ارث‌بری دارند را در نظر بگیرید؛ در کلاس حیوان متدی با عنوان «غذا خوردن» که عملی مشترک در میان تمام حیوانات است وجود دارد ولی از آنجا که چگونگی انجام آن در ماهی و گربه متفاوت است، بنابراین هر دو این کلاس‌ها نیاز دارند تا متد «غذا خوردن» مخصوص خود را داشته باشند - در این جاست که این متد در کلاس‌های فرزند بازتعریف می‌شود، به این عمل **”Method Overriding“** گفته می‌شود. با Override کردن یک متد، متد کلاس پایه زیر سایه متد مشابه در کلاس فرزند قرار می‌گیرد و از نظر اشیا کلاس فرزند پنهان می‌شود.
-
-.. _python-oop-abstraction: 
-
-تجرید
-~~~~~~~~~~~~~~~~~~~
-
-تجرید (Abstraction) در برنامه‌نویسی شی‌گرا به همراه چندریختی می‌آید و توسط دو مفهوم «**کلاس‌های مجرد**» (Abstract Classes) و «**متدهای مجرد**» (Abstract Methods) ارایه می‌گردد. 
-
-«کلاس مجرد» کلاسی است که شامل یک یا چند «متد مجرد» باشد و «متد مجرد» متدی است که اعلان (Declare) شده ولی بدنه آن ‌تعریف (Define) نشده است. کلاس‌های مجرد قابلیت نمونه‌سازی ندارند و نمی‌توان از آن‌ها شی ایجاد نمود؛ چرا که هدف از توسعه آن‌ها قرار گرفتن در بالاترین سطح (یا چند سطح بالایی) درخت وراثت، به عنوان کلاس پایه برای ارث‌بری کلاس‌های پایین‌تر می‌باشد. ایده طراحی کلاس مجرد در تعیین یک نقشه توسعه برای کلاس‌های فرزند آن است؛ تعیین صفات و متدهای لازم ولی واگذاردن تعریف متدها بر عهده کلاس‌های فرزند. 
-
-به عنوان نمونه سه کلاس «ماهی»، «گربه» و «کبوتر» را در نظر بگیرید. این کلاس‌ها جدا از رفتارهای خاص خود (مانند: «پرواز کردن» در کبوتر یا «شنا کردن» در ماهی)، در یک سری رفتار به مانند «نفس کشیدن»، «غذا خوردن» و... مشترک هستند. راه درستِ توسعه این کلاس‌ها تعیین یک «کلاس پایه» برای رفتارهای مشترک و ارث‌بری هر سه آن‌ها می‌باشد. ولی از آنجا که هر یک، این رفتارهای مشترک را به گونه‌ای دیگر انجام می‌دهد؛ راه درست‌تر آن است که یک «کلاس مجرد» به عنوان «کلاس پایه» آن‌ها در نظر بگیریم؛ در این حالت هر کدام از کلاس‌ها ضمن دانستن رفتارهای لازم می‌تواند آن‌‌ها را متناسب با خواست خود تعریف نمایند.
-
-
-.. note:: 
-
-   آنچه در ادامه این درس آورده شده است، چکیده‌ای از پیاده‌سازی برنامه‌نویسی شی گرا در پایتون است. شی گرایی در زبان برنامه نویسی پایتون به صورت کامل از درس هفدهم تا بیست و دوم به صورت کامل شرح داده می‌شود.
-
-
-.. _object-in-python: 
-
-اشیا در پایتون
-----------------
-
-علاوه‌بر اینکه پایتون یک زبان برنامه‌نویسی شی‌گراست، ساختار آن نیز بر مبنای شی‌گرایی توسعه یافته است و اینطور بیان می‌شود که **هر چیزی در پایتون یک شی است**. اشیا، انتزاعِ پایتون برای ارایه «انواع داده‌» (Data Types) هستند. به بیان دیگر تمام داده‌های یک برنامه پایتونی یا به صورت مستقیم یک شی است یا از روابط بین اشیا ایجاد می‌گردد. برای نمونه: ``56``، ``"!Hello World"``، توابع و... حتی خود کلاس‌ها نیز توسط یک نوع شی ارایه می‌شوند. 
-
-هر شی در پایتون حاوی یک «**شناسه**» (identity)، یک «**نوع**» (type) و یک «**مقدار**» (value) است.
-
-* «شناسه» در زمان ایجاد شی به آن اختصاص می‌یابد و غیر قابل تغییر است. تابع ``()id`` شناسه شی را به صورت یک عدد صحیح برمی‌گرداند که این مقدار در CPython بیانگر نشانی (Address) شی در حافظه (Memory) است::
-
-
-    >>> id(5)
-    140468674877440
-    
-    >>> num = 0.25
-    >>> id(num)
-    140468676592120
-    
-    >>> msg = "Hello World!"
-    >>> id(msg)
-    140468675425264
-
-
-* هر شی در پایتون دارای یک «نوع» یا ”type“ است که در واقع معرف کلاسی است که شی از آن ایجاد گردیده است. نوع هر شی توسط تابع ``()type`` قابل مشاهده است::
-
-    >>> type(127)
-    <class 'int'>
-
-    >>> msg = "Hello World!"
-    >>> type(msg)
-    <class 'str'>
-
-    >>> type(print)
-    <class 'builtin_function_or_method'>
-
-  .. caution:: 
-      تمام اعداد صحیح (Integers) در پایتون یک شی از نوع ``int`` می‌باشند. [با انواع آماده (Built-in) شی در پایتون توسط دروس آینده آشنا خواهید شد.]
-
-
-* «مقدار» برخی اشیا در پایتون قابل تغییر است که به این دسته از اشیا **”mutable“** (تغییر پذیر) گفته می‌شود؛ ولی مقدار برخی دیگر قابل تغییر نمی‌باشد (مانند اعداد: شی ``127``) که به آن‌ها اشیا **”immutable“** (تغییر ناپذیر) می‌گویند.
-
-
-.. _class-in-python: 
-
-کلاس‌ها در پایتون
------------------
-
-از نسخه 2.2 طراحی کلاس‌ها در پایتون تغییر کرده است. [`New-style Classes <http://www.python.org/doc/newstyle/>`_] در ساختار جدید مفهوم ”type“ برابر مفهوم ”class“ طراحی شده است. در این ساختار هر کلاس، خود یک شی از کلاسی به نام ``type`` می‌باشد و همچنین تمامی کلاس‌ها از کلاسی به نام ``object`` ارث‌بری دارند::
-
-
-    >>> num = 3
-    
-    >>> num.__class__
-    <class 'int'>
-    
-    >>> type(num)
-    <class 'int'>
-    
-    >>> type(type(num))
-    <class 'type'>
-    
-    >>> type(num).__class__
-    <class 'type'>
-    
-    >>> type(num).__bases__
-    (<class 'object'>,)
-
-
-.. caution:: 
-    صفت ``__class__`` نام کلاس یک شی و صفت ``__bases__`` نام کلاس‌های پایه یک کلاس را نمایش می‌دهد.
-
-
-|
-
-----
-
-:emoji-size:`😊` امیدوارم مفید بوده باشه
-
-
+.. role:: emoji-size
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس پنجم: مفهوم شی‌گرایی
+   :keywords:  شی گرایی, مفهوم شی گرایی, اصول و مبانی شی گرایی, کلاس, شی, متد, صفت, سازنده, نمونه سازی, کپسوله سازی, وراثت, چندریختی, انتزاع, تجرید, برنامه نویسی شی گرا, اشیا در پایتون, کلاس ها در پایتون, آموزش برنامه نویسی, آموزش پایتون,آموزش, سلسله مراتب وراثت, is-a,has-a, ترکیب
+
+.. _lesson-05: 
+
+درس ۰۵: مفهوم شی‌گرایی
+========================
+
+
+.. figure:: /_static/pages/05-python-object-oriented-programming-concept.jpg
+    :align: center
+    :alt: مفهوم شی گرایی (Object-Oriented Programming)
+    :class: page-image
+
+    Photo by `Lucas Benjamin <https://unsplash.com/photos/wQLAGv4_OYs>`__
+
+این درس به توضیح مفاهیم پایه «برنامه‌نویسی شی‌گرا» (Object-Oriented Programming) اختصاص یافته است و آخرین درس از سطح «پایه» در این کتاب می‌باشد. هدف از این درس آشنایی خوانندگان با مفاهیم عمومی شی‌گرایی بوده و نه آموزش آن؛ جزییات بیشتر از برنامه‌نویسی شی‌گرا به همراه آموزش پیاده‌سازی مفاهیم آن در زبان پایتون از درس هفدهم تا بیست و دوم به صورت کامل بررسی خواهد شد. البته در این درس کمی به ساختار اشیا و کلاس‌ها در زبان پایتون اشاره‌ شده است که پیش‌نیاز دروس آتی خواهد بود.
+
+
+:emoji-size:`✔` سطح: پایه
+
+----
+
+.. contents:: سرفصل‌ها
+    :depth: 2
+
+----
+
+
+.. _object-oriented-programming: 
+
+برنامه‌نویسی شی‌گرا
+--------------------
+«برنامه‌نویسی شی‌گرا» (`Object-Oriented Programming <https://en.wikipedia.org/wiki/Object-oriented_programming>`_) یا به اختصار OOP یک الگو یا شیوه تفکر در برنامه‌نویسی است که برگرفته از دنیای واقعی بوده و از دهه ۱۹۶۰ میلادی مطرح گشته است. به زبانی که از این الگو پشتیبانی کند، «زبان شی‌گرا» گفته می‌شود؛ `Simula 67 <https://en.wikipedia.org/wiki/Simula>`_ و `Smalltalk <https://en.wikipedia.org/wiki/Smalltalk>`_ نخستین زبان‌های برنامه‌نویسی شی‌گرا هستند. ایده شی‌گرایی در پاسخ به برخی از نیازها که الگوهای موجود پاسخ‌گو آن‌ها نبودند به وجود آمد؛ نیازهایی مانند: توانایی پیاده‌سازی مسائل پیچیده (Complex)، «پنهان‌سازی داده» (Data Hiding)، «قابلیت استفاده مجدد» (Reusability) بیشتر، وابستگی کمتر به توابع، انعطاف بالا و...
+
+رویکرد برنامه‌نویسی شی‌گرا «از پایین به بالا» (Bottom-Up) است؛ یعنی ابتدا واحدهایی کوچک از برنامه ایجاد می‌شوند و سپس با پیوند این واحدها، واحدهایی بزرگتر و در نهایت شکلی کامل از برنامه به وجود می‌آید. برنامه‌نویسی شی‌گرا در قالب دو مفهوم «**کلاس**» (Class) و «**شی**» (Object) ارایه می‌گردد. هر کلاس واحدی از برنامه است که بخشی از عملیات‌ها و داده‌های یک برنامه را تعریف می‌کند و هر شی نیز یک نمونه پیاده‌سازی شده از یک کلاس است. می‌توان هر تعداد شی از یک کلاس ایجاد کرد. هر شی مستقل از دیگر اشیای ایجاد شده خواهد بود که می‌تواند مقادیر متفاوتی را در خود نگهداری کند (در چهارچوبی که توسط کلاس آن تعریف شده است). در برنامه‌نویسی شی‌گرا، تمامی عملیات‌های قابل انتظار یک برنامه از تعامل اشیای  گوناگون با یکدیگر حاصل می‌شود.
+
+
+برای مثال، کارخانه تولید یک مدل خودرو را می‌توانیم به شکل یک ساختار بزرگ در نظر بگیریم. بدیهی است که این کارخانه شامل بخش‌های تولیدی کوچکتری به مانند: سیستم الکتریکی، سیستم چرخ‌ها، سیستم سوخت، سیستم خنک کننده، موتور و... است که هر کدام نیز در نوع خود می‌تواند به واحدهایی کوچکتر تقسیم گردد. طراحی شی‌گرای این کارخانه به این صورت می‌شود که ابتدا می‌بایست کلاس‌های کوچکترین واحدها را ایجاد کرد که کاملا ایزوله از یکدیگر هستند. پس از آن به ترتیب کلاس‌هایی بزرگتر تعریف می‌گردند که در آنها بخشی از عملیات‌های مرتبط با یکدیگر هماهنگ می‌شوند، این کلاس‌ها در تعریف خود حاوی اشیای کلاس‌های کوچکتر خواهند بود. با گسترش این طرح به تعریف کلاس نهایی می‌رسیم که در اینجا همان کلاس کارخانه است. اکنون این کلاس با هماهنگ کردن اشیای واحدهای کوچکتر از خود و تعریف عملیات‌های مورد نیاز، آماده تولید نمونه‌های کامل و مورد انتظار خواهد بود. به این صورت که با ایجاد یک شی از آن، یک موجودیت اجرایی (خودرو) پدید می‌آید.
+
+.. _oop-concepts: 
+
+مفاهیم شی‌گرایی
+--------------------
+
+
+گفته شد که هر کلاس ساختاری است که تعدادی داده و عملیات مرتبط را تعریف می‌کند. از دید برنامه‌نویسی، هر کلاس از دو بخش «اعضای داده» (Data Members) و «توابع عضو» (Member Functions) تشکیل شده است. اعضای داده در واقع همان متغیر‌های درون کلاس هستند که خصوصیات یا صفات شی را بیان می‌کنند و در شی‌گرایی با عنوان «**فیلد**» (Field) یا «**صفت**» (Attribute) از آن‌ها یاد می‌شود. توابع عضو نیز عملیات یا کارهایی هستند که یک شی از کلاس قادر به انجام آن‌ها می‌باشد؛ در شی‌گرایی به این توابع «**متد**» (Method) گفته می‌شود. 
+
+تا به اینجا با مفاهیم «کلاس»، «صفت»، «متد» و «شی» آشنا شده‌ایم؛ در ادامه به توضیح مفاهیم اصلی از برنامه‌نویسی شی‌گرا خواهیم پرداخت. 
+
+
+.. _python-oop-instantiation: 
+
+نمونه‌سازی
+~~~~~~~~~~~~~~~~~~~
+
+به هر شی از یک کلاس، یک نمونه (Instance) از آن کلاس گفته می‌شود و به عمل ایجاد شی از کلاس در شی‌گرایی «**نمونه‌سازی**» (Instantiation) گفته می‌شود. در این مفهموم، هدف نهایی از تعریف کلاس‌ها در برنامه، تنها تولید شی نیست. گاهی نیز وجود یک کلاس تنها برای درج تعاریف مشترک بین چند کلاس دیگر کاربرد پیدا می‌کند. بر همین اساس دو نوع کلاس در شی‌گرایی وجود دارد: ۱- کلاس‌های عادی که توانایی نمونه‌سازی دارند و به آن‌ها **”Concrete Class“** گفته می‌شود ۲- کلاس‌هایی که توانایی نمونه‌سازی ندارند و به آن‌ها **”Abstract Class“** گفته می‌شود.
+
+همانطور که در دروس مربوط به پیاده‌سازی کلاس خواهید دید؛ با ایجاد هر نمونه از کلاس یک متد خاص در آن به صورت خودکار اجرا می‌گردد. این متد «**سازنده**» (Constructor) نام دارد و کار آن «**مقداردهی اولیه**» (Initialization) شی است. این کار موجب اطمینان از مقداردهی تمامی اعضای داده پیش از استفاده شی در برنامه می‌گردد. 
+
+
+برای مثال یک کلاس خودرو ساده را در نظر بگیرید که در آن صفات: رنگ بدنه، ظرفیت باک، بیشینه سرعت و متدهای: راندن، دریافت میزان سوخت، سوخت گیری، تنظیم سرعت، توقف تعریف شده است. در همان ابتدا یعنی زمان نمونه‌سازی می‌توانیم با تنظیم صفات توسط متد سازنده، اشیا هم نوع ولی با صفات متفاوتی را ایجاد نماییم. برای مثال: دو خودروی آبی با ظرفیت باک ۲۰ لیتر و بیشینه سرعت ۸۰ کیلومتر-ساعت یا یک خودروی صورتی با ظرفیت باک ۴۰ لیتر و بیشینه سرعت ۱۶۰ کیلومتر-ساعت که البته هر سه آن‌ها تمام متدهای کلاس را در خود دارند:
+
+.. image:: /_static/lessons/l05-car-class-sample.jpg
+    :align: center
+
+.. image:: /_static/lessons/l05-car-class-object-sample.jpg
+    :align: center
+
+
+.. _python-oop-encapsulation: 
+
+کپسوله‌سازی
+~~~~~~~~~~~~~~~~~~~
+
+
+یک مفهوم دیگر در برنامه‌نویسی شی‌گرا، «**کپسوله‌سازی**» (Encapsulation) است. کپسوله‌سازی به معنی پنهان‌سازی داده‌ها یا عملیات‌های درون یک شی است که با محدودسازی دسترسی به آن‌ها به دست می‌آید. در این شرایط اشیا باید بدون آگاهی از ساختار درونی و چگونگی انجام عملیات یکدیگر به تعامل بپردازند. این امر از پیچیدگی برنامه جلوگیری و تغییر را ساده‌تر می‌کند.
+
+
+.. _python-oop-inheritance: 
+
+وراثت
+~~~~~~~~~~~~~~~~~~~
+
+
+وراثت (Inheritance) یکی از شکل‌های «قابلیت استفاده مجدد» کد بوده که برنامه‌نویس را قادر می‌سازد تا با ارث‌بری صفات و متدهای یک یا چند کلاس موجود، کلاس‌های جدیدی را ایجاد نماید. 
+
+
+برای نمونه فرض کنیم طراح کلاس خودروی پیش، قصد طراحی یک مدل خودرو جدید با رویکرد باربری دارد؛ بنابراین می‌بایست کلاسی جدید برای تولید آن تهیه نماید. ولی کلاس جدید علاوه‌بر صفات (ظرفیت بارگیری و..) و متدهای (انجام بارگیری، تخلیه بار و...) خاص خودش به صفات (رنگ بدنه، ظرفیت باک و...) و متدهای (راندن، سوخت گیری، توقف و...) مشابه در کلاس قبل هم نیاز دارد؛ در این حالت نیازی به تعریف مجدد آن‌ها نیست و می‌توان صفات و متدهای کلاس پیش را در کلاس جدید به ارث برد یا یک Abstract Class برای درج تعاریف مشترک هر دو کلاس ایجاد کرد که این دو مدل خورد می‌توانند آن را به ارث ببرند.
+
+به کلاسی که از آن ارث‌بری می‌شود **”Parent Class“** یا **”Base Class“** (کلاس پایه) یا **”Superclass“** و به کلاسی که اقدام به ارث‌بری می‌کند **”Child Class“** (کلاس فرزند) یا **”Derived Class“** یا **”Subclass“** گفته می‌شود.
+
+ارث‌بری توسط «نسبت **هست-یک**» (IS-A Relationship) بیان می‌شود؛ این نسبت می‌گوید کلاس فرزند یک نوع از چیزی است که کلاس پایه هست. کلاس A از کلاس B ارث‌بری دارد؛ در این حالت می‌گوییم: A is a type of B، یعنی درست است اگر بگوییم: «سیب» یک نوع «میوه» است یا «خودرو» یک نوع «وسیله نقلیه» است ولی توجه داشته باشید که این یک ارتباط یک‌طرفه از کلاس فرزند به کلاس پایه است و نمی‌توانیم بگوییم: «میوه» یک نوع «سیب» است یا «وسیله نقلیه» یک نوع «خودرو» است. 
+
+کلاس‌ها می‌توانند مستقل باشند ولی هنگامی که وارد رابطه‌های وراثت می‌شوند، یک ساختار سلسله مراتب (Hierarchy) به شکل درخت را تشکیل می‌دهند. برای نمونه به ساختار سلسله مراتب وراثت پایین که مربوط به برخی اشکال هندسی است توجه نمایید، پیکان‌ها نشانگر نسبت is-a هستند.
+
+.. image:: /_static/lessons/l05-Inheritance-Hierarchy-Sample.png
+    :align: center
+
+
+.. _python-oop-composition: 
+
+ترکیب
+~~~~~~~~~~~~~~~~~~~
+
+
+در برنامه‌نویسی شی‌گرا نسبت دیگری نیز با عنوان «نسبت **دارد-یک**» (HAS-A Relationship) وجود دارد که بیانگر مفهومی به نام «**ترکیب**» (Composition) است که شکل دیگری از قابلیت استفاده مجدد کد می‌باشد ولی مفهومی متفاوت با وراثت دارد. این نسبت زمانی بیان می‌شود که درون یک کلاس (مانند: C) از کلاس دیگری (مانند: D) نمونه‌سازی شده باشد؛ یعنی شی کلاس C درون خودش شی‌ای از کلاس D را داشته باشد؛ در این حالت می‌گوییم: C has a D. به یاد دارید خواندیم کلاس کارخانه خودروسازی با هماهنگ کردن اشیای واحدهای کوچکتر، عملیات خود را تعریف می‌کند. مثلا کلاس موتور - یعنی درون این کلاس یک شی از کلاس موتور ایجاد شده است، اکنون می‌توانیم بگوییم: «خودرو» یک «موتور» دارد.
+
+.. image:: /_static/lessons/l05-has-a-Sample.png
+    :align: center
+
+
+.. _python-oop-polymorphism: 
+
+چندریختی
+~~~~~~~~~~~~~~~~~~~
+
+مفهوم چندریختی (Polymorphism) بیانگر توانایی کلاس فرزند در بازتعریف متدهایی است که در کلاس پایه موجود می‌باشند. برای نمونه دو کلاس «ماهی» و «گربه» را که هر دو آن‌ها از کلاسی به نام «حیوان» ارث‌بری دارند را در نظر بگیرید؛ در کلاس حیوان متدی با عنوان «غذا خوردن» که عملی مشترک در میان تمام حیوانات است وجود دارد ولی از آنجا که چگونگی انجام آن در ماهی و گربه متفاوت است، بنابراین هر دو این کلاس‌ها نیاز دارند تا متد «غذا خوردن» مخصوص خود را داشته باشند - در این جاست که این متد در کلاس‌های فرزند بازتعریف می‌شود، به این عمل **”Method Overriding“** گفته می‌شود. با Override کردن یک متد، متد کلاس پایه زیر سایه متد مشابه در کلاس فرزند قرار می‌گیرد و از نظر اشیا کلاس فرزند پنهان می‌شود.
+
+.. _python-oop-abstraction: 
+
+تجرید
+~~~~~~~~~~~~~~~~~~~
+
+تجرید (Abstraction) در برنامه‌نویسی شی‌گرا به همراه چندریختی می‌آید و توسط دو مفهوم «**کلاس‌های مجرد**» (Abstract Classes) و «**متدهای مجرد**» (Abstract Methods) ارایه می‌گردد. 
+
+«کلاس مجرد» کلاسی است که شامل یک یا چند «متد مجرد» باشد و «متد مجرد» متدی است که اعلان (Declare) شده ولی بدنه آن ‌تعریف (Define) نشده است. کلاس‌های مجرد قابلیت نمونه‌سازی ندارند و نمی‌توان از آن‌ها شی ایجاد نمود؛ چرا که هدف از توسعه آن‌ها قرار گرفتن در بالاترین سطح (یا چند سطح بالایی) درخت وراثت، به عنوان کلاس پایه برای ارث‌بری کلاس‌های پایین‌تر می‌باشد. ایده طراحی کلاس مجرد در تعیین یک نقشه توسعه برای کلاس‌های فرزند آن است؛ تعیین صفات و متدهای لازم ولی واگذاردن تعریف متدها بر عهده کلاس‌های فرزند. 
+
+به عنوان نمونه سه کلاس «ماهی»، «گربه» و «کبوتر» را در نظر بگیرید. این کلاس‌ها جدا از رفتارهای خاص خود (مانند: «پرواز کردن» در کبوتر یا «شنا کردن» در ماهی)، در یک سری رفتار به مانند «نفس کشیدن»، «غذا خوردن» و... مشترک هستند. راه درستِ توسعه این کلاس‌ها تعیین یک «کلاس پایه» برای رفتارهای مشترک و ارث‌بری هر سه آن‌ها می‌باشد. ولی از آنجا که هر یک، این رفتارهای مشترک را به گونه‌ای دیگر انجام می‌دهد؛ راه درست‌تر آن است که یک «کلاس مجرد» به عنوان «کلاس پایه» آن‌ها در نظر بگیریم؛ در این حالت هر کدام از کلاس‌ها ضمن دانستن رفتارهای لازم می‌تواند آن‌‌ها را متناسب با خواست خود تعریف نمایند.
+
+
+.. note:: 
+
+   آنچه در ادامه این درس آورده شده است، چکیده‌ای از پیاده‌سازی برنامه‌نویسی شی گرا در پایتون است. شی گرایی در زبان برنامه نویسی پایتون به صورت کامل از درس هفدهم تا بیست و دوم به صورت کامل شرح داده می‌شود.
+
+
+.. _object-in-python: 
+
+اشیا در پایتون
+----------------
+
+علاوه‌بر اینکه پایتون یک زبان برنامه‌نویسی شی‌گراست، ساختار آن نیز بر مبنای شی‌گرایی توسعه یافته است و اینطور بیان می‌شود که **هر چیزی در پایتون یک شی است**. اشیا، انتزاعِ پایتون برای ارایه «انواع داده‌» (Data Types) هستند. به بیان دیگر تمام داده‌های یک برنامه پایتونی یا به صورت مستقیم یک شی است یا از روابط بین اشیا ایجاد می‌گردد. برای نمونه: ``56``، ``"!Hello World"``، توابع و... حتی خود کلاس‌ها نیز توسط یک نوع شی ارایه می‌شوند. 
+
+هر شی در پایتون حاوی یک «**شناسه**» (identity)، یک «**نوع**» (type) و یک «**مقدار**» (value) است.
+
+* «شناسه» در زمان ایجاد شی به آن اختصاص می‌یابد و غیر قابل تغییر است. تابع ``()id`` شناسه شی را به صورت یک عدد صحیح برمی‌گرداند که این مقدار در CPython بیانگر نشانی (Address) شی در حافظه (Memory) است::
+
+
+    >>> id(5)
+    140468674877440
+    
+    >>> num = 0.25
+    >>> id(num)
+    140468676592120
+    
+    >>> msg = "Hello World!"
+    >>> id(msg)
+    140468675425264
+
+
+* هر شی در پایتون دارای یک «نوع» یا ”type“ است که در واقع معرف کلاسی است که شی از آن ایجاد گردیده است. نوع هر شی توسط تابع ``()type`` قابل مشاهده است::
+
+    >>> type(127)
+    <class 'int'>
+
+    >>> msg = "Hello World!"
+    >>> type(msg)
+    <class 'str'>
+
+    >>> type(print)
+    <class 'builtin_function_or_method'>
+
+  .. caution:: 
+      تمام اعداد صحیح (Integers) در پایتون یک شی از نوع ``int`` می‌باشند. [با انواع آماده (Built-in) شی در پایتون توسط دروس آینده آشنا خواهید شد.]
+
+
+* «مقدار» برخی اشیا در پایتون قابل تغییر است که به این دسته از اشیا **”mutable“** (تغییر پذیر) گفته می‌شود؛ ولی مقدار برخی دیگر قابل تغییر نمی‌باشد (مانند اعداد: شی ``127``) که به آن‌ها اشیا **”immutable“** (تغییر ناپذیر) می‌گویند.
+
+
+.. _class-in-python: 
+
+کلاس‌ها در پایتون
+-----------------
+
+از نسخه 2.2 طراحی کلاس‌ها در پایتون تغییر کرده است. [`New-style Classes <https://www.python.org/doc/newstyle/>`_] در ساختار جدید مفهوم ”type“ برابر مفهوم ”class“ طراحی شده است. در این ساختار هر کلاس، خود یک شی از کلاسی به نام ``type`` می‌باشد و همچنین تمامی کلاس‌ها از کلاسی به نام ``object`` ارث‌بری دارند::
+
+
+    >>> num = 3
+    
+    >>> num.__class__
+    <class 'int'>
+    
+    >>> type(num)
+    <class 'int'>
+    
+    >>> type(type(num))
+    <class 'type'>
+    
+    >>> type(num).__class__
+    <class 'type'>
+    
+    >>> type(num).__bases__
+    (<class 'object'>,)
+
+
+.. caution:: 
+    صفت ``__class__`` نام کلاس یک شی و صفت ``__bases__`` نام کلاس‌های پایه یک کلاس را نمایش می‌دهد.
+
+
+|
+
+----
+
+:emoji-size:`😊` امیدوارم مفید بوده باشه
+
+
diff --git a/source/lessons/l06-python-syntax.rst b/source/lessons/l06-python-syntax.rst
index f62c8b1..d48392b 100644
--- a/source/lessons/l06-python-syntax.rst
+++ b/source/lessons/l06-python-syntax.rst
@@ -1,962 +1,962 @@
-.. role:: emoji-size
-
-.. meta::
-   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس ششم: سینتکس زبان پایتون
-   :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, سینتکس, سطر, متغیر, شناسه, ثابت, عملگرها, دستور, کامنت, توضیح, داک string, مستند سازی, دستور زبان
-
-
-.. _lesson-06: 
-
-درس ۰۶: سینتکس زبان پایتون
-==========================================
-
-
-.. figure:: /_static/pages/06-python-syntax.jpg
-    :align: center
-    :alt: سینتکس یا دستور نحو زبان پایتون
-    :class: page-image
-
-    Photo by `Tim J <https://unsplash.com/photos/gM6k0JmHIBE>`__
-  
-در این درس به معرفی اجزای پایه در زبان برنامه‌نویسی پایتون پرداخته شده و اینکه چه هستند، چه گرامری دارند، چه کاری انجام می‌دهند یا... مورد بررسی قرار گرفته است. همچنین در موارد بسیاری نکته‌هایی از شیوه استاندارد پایتون‌نویسی که توسط سند `PEP 8 <http://www.python.org/dev/peps/pep-0008>`__ به برنامه‌نویسان پایتون پیشنهاد می‌شود نیز آورده شده است؛ رعایت این اصول به یکدستی کدهای جامعه پایتون کمک می‌کند. [#f1]_
-
-سینتکس (`Syntax <http://en.wikipedia.org/wiki/Syntax_(programming_languages)>`_) مجموعه‌ای از قواعد است که چگونگی برنامه‌نویسی به یک زبان مشخص را تعریف می‌کند؛ برای نمونه اینکه یک متن چطور نوشته شود که توسط مفسر پایتون به عنوان توضیح در نظر گرفته شود یا یک شی رشته، به رعایت سینتکس تعریف شده در پایتون بستگی دارد و چنانچه مفسر نتواند متن را با هیچ قاعده‌ تعریف شده‌ای مطابقت دهد یک استثنا گزارش خواهد شد. سینتکس پایتون تنها محدود به این درس نیست و موارد بسیار دیگری به مانند چگونگی تعریف اشیا گوناگون را در طی درس‌های آتی مشاهده خواهید کرد.
-
-
-:emoji-size:`✔` سطح: مقدماتی
-
-----
-
-.. contents:: سرفصل‌ها
-    :depth: 2
-
-----
-
-
-.. _python-lines: 
-
-
-سطرها
-------
-
-مفسر پایتون و همچنین کاربر، کدهای درون هر ماژول را در قالب تعدادی سطر می‌بینند؛ سطرهای **فیزیکی** (Physical Lines) و **منطقی** (Logical Lines). سطرهای فیزیکی در واقع همان سطرهایی است که توسط ویرایشگرهای متن شماره‌گذاری می‌شوند و به راحتی توسط کاربر قابل تشخیص هستند ولی سطرهای منطقی برداشت مفسر از اجزای برنامه است؛ هر سطر منطقی بیانگر یک دستور (Statement) پایتون است. برای نمونه دستور انتساب (Assign):
-
-.. code-block:: python
-    :linenos:
-
-    msg = "Hello World!"
-    print(msg)
-
-در نمونه کد بالا: سطر یکم، یک دستور انتساب (Assign) را نشان می‌دهد؛ این دستور مقدار سمت راست خودش را به متغیر ``msg`` نسبت می‌دهد. کم و بیش با دستور سطر دوم نیز آشنا هستید، این دستور با فراخواندن تابع ``print`` مقدار مربوط به متغیر دریافتی را بر روی خروجی نمایش می‌دهد. در اینجا دو دستور یعنی دو سطر منطقی وجود دارد که هر یک در قالب یک سطر فیزیکی پیاده‌سازی شده است. 
-
-هر چند که پیشنهاد می‌شود همیشه هر سطر فیزیکی تنها شامل یک سطر منطقی باشد ولی یک سطر فیزیکی را می‌توان شامل چند سطر منطقی نیز در نظر گرفت:
-
-.. code-block:: python
-    :linenos:
-
-    msg = "Hello World!"; print(msg)
-
-در این حالت می‌بایست سطرهای منطقی (یا همان دستور‌ها)، توسط کاراکتر ``;`` (Semicolon) از یکدیگر جدا گردند. 
-
-گاهی نیز بهتر است برای خوانایی بیشتر، یک سطر منطقی را در قالب چند سطر فیزیکی پیاده‌سازی نماییم:
-
-.. code-block:: python
-    :linenos:
-
-    msg = "Python Programming \
-    Language."  # This is a message.
-    print(msg)
-
-در نمونه کد بالا: دو سطر فیزیکی نخست از دید مفسر به شکل تنها یک سطر منطقی دیده می‌شود. در پایتون برای شکستن یک دستور در چند سطر فیزیکی از کاراکتر ``\`` (Backslash) استفاده می‌گردد. البته توجه داشته باشید که از ``\`` نمی‌توان برای شکستن سطر توضیح (Comment) استفاده کرد و همچنین نمی‌توان پس از آن هیچ توضیحی درج کرد.
-
-.. tip::
-    [`PEP 8 <http://www.python.org/dev/peps/pep-0008>`__]: طول هر سطر فیزیکی نباید از ۷۹ کاراکتر بیشتر شود. برای متن‌های طولانی نیز مانند توضیح (Comment) و Docstring طول هر سطر فیزیکی باید حداکثر ۷۲ کاراکتر در نظر گرفته شود.
-
-برای خوانایی بیشتر بهتر است دستور‌های طولانی شکسته شوند. دستورهایی که شامل ``{ }``، ``[ ]`` و ``( )`` هستند را می‌توان بدون استفاده از ``\`` شکست و در قالب چند سطر فیزیکی نوشت:
-
-.. code-block:: python
-    :linenos:
-
-    month_names = ['Januari', 'Februari', 'Maart',      # These are the
-                   'April',   'Mei',      'Juni',       # Dutch names
-                   'Juli',    'Augustus', 'September',  # for the months
-                   'Oktober', 'November', 'December']   # of the year
-
-که در این حالت برخلاف استفاده از ``\`` می‌توان پس از شکستن سطرها، توضیح نیز اضافه کرد. 
-
-«**سطرهای خالی**» (Blank lines): سطری که تنها حاوی فضای خالی (Spaceها یا Tabها) باشد، توسط مفسر نادیده گرفته می‌شود و به بایت‌کد ترجمه نمی‌گردد. از این سطرها می‌توان برای خوانایی بیشتر کدها بهره گرفت - مانند سطر سوم در نمونه کد پایین:
-
-.. code-block:: python
-    :linenos:
-
-    def power(a, b):
-        return a ** b
-
-    print power(2, 3)
-
-
-.. _python-documentation: 
-
-مستند‌سازی
------------
-هر چند اساس طراحی زبان پایتون بر خوانایی بالای کد است ولی «مستندسازی» (Documentation) برنامه یعنی استفاده از امکاناتی همچون ارایه توضیح در کدها می‌تواند به درک و خوانایی هر چه بهتر کدهای برنامه برای مراجعات آینده برنامه‌نویس و افراد دیگری که می‌خواهند بر روی توسعه آن فعال باشند یا از آن استفاده کنند نیز بسیار مفید خواهد بود. در این بخش به بررسی دو امکان درج **Comment** و **Docstring** برای مستند‌سازی برنامه می‌پردازیم.
-
-.. _python-comment: 
-
-توضیح
-~~~~~~~
-یک «**توضیح**» (Comment) در زبان پایتون توسط کاراکتر ``#`` آغاز می‌شود و با پایان سطر فیزیکی هم پایان می‌پذیرد. توضیح‌ها نیز مانند سطرهای خالی توسط مفسر نادیده گرفته شده و به بایت‌کد ترجمه نمی‌شوند. 
-
-هدف از نوشتن توضیح در میان کدها، شرح منطق یک تکه کد است و اینکه کد مورد نظر چرا نوشته شده و چه کاری انجام می‌دهد. گاهی نیز از ویژگی توضیح (اینکه توسط مفسر نادیده گرفته می‌شود) برای غیرفعال کردن کدها بهره گرفته می‌شود. توضیح نقش زیادی در خوانایی کدها دارد و استفاده مرتب از آن پیشنهاد می‌شود. 
-
-توضیح در پایتون تنها به شکل تک سطری تعریف شده است و برای درج توضیح‌هایی با بیش از یک سطر فیزیکی باید توجه داشت که هر سطر به صورت جداگانه می‌بایست با ``#`` آغاز شود. 
-
-.. tip::
-    [`PEP 8 <http://www.python.org/dev/peps/pep-0008>`__]: متن توضیح‌ با یک فضای خالی (Space) بعد از ``#`` آغاز شود. در توضیح‌های چند سطری برای جداسازی پاراگراف‌ها از یک سطر توضیح بدون متن (سطری خالی که با ``#`` آغاز می‌شود) استفاده شود. هنگام درج توضیح در همان سطرهای دستور، توضیح حداقل به اندازه دو فضای خالی از انتهای دستور فاصله داده شود.
-
-.. code-block:: python
-    :linenos:
-
-    # This is a comment, it helps you to understand the code later on.
-    # Anything that comes after the # symbol is ignored by Python.
-
-    print("I could have code like this.")   # This comment explains that the following comment will be ignored.
-
-    # You can also use a comment to temporarily "disable" or comment out a piece of code:
-    # print ("This won't run.")
-
-    print("This will run.")
-
-.. _python-docstring: 
-
-Docstring
-~~~~~~~~~~
-
-در کنار «توضیح»؛ **”Docstring“** نیز امکان دیگری در پایتون برای ارایه توضیح بیشتر درباره کدهای برنامه است. متن Docstring توسط سه علامت نقل قول (``"""`` یا ``'''``) شروع و پایان می‌یابد [`PEP 257 <http://www.python.org/dev/peps/pep-0257/>`_] و معمولا از آن به عنوان نخستین دستور در ماژول، کلاس، تابع و متد استفاده می‌شود.  Docstring توسط مفسر نادیده گرفته **نمی‌شود** و در زمان اجرا نیز با استفاده از صفت ``__doc__`` قابل دستیابی است:
-
-.. code-block:: python
-    :linenos:
-
-    def complex(real=0.0, imag=0.0):
-        """Form a complex number.
-
-        Keyword arguments:
-        real -- the real part (default 0.0)
-        imag -- the imaginary part (default 0.0)
-        """
-
-.. code-block:: python
-
-    >>> complex.__doc__
-    'Form a complex number.\n\n    Keyword arguments:\n    real -- the real part (default 0.0)\n    imag -- the imaginary part (default 0.0)\n    '
-
-    >>> print(complex.__doc__)
-    Form a complex number.
-
-        Keyword arguments:
-        real -- the real part (default 0.0)
-        imag -- the imaginary part (default 0.0)
-    
-    >>> 
-
-.. caution:: 
-    ``n\`` بیانگر پایان سطر جاری و رفتن به سطر بعدی است - برای مشاهده درست این چنین متن‌هایی که حاوی ``n\`` هستند می‌بایست از ``print`` استفاده نمایید.
-
-مخاطب متن «توضیح‌» موجود در کد، کاربرانی می‌باشند که آن کد را توسعه می‌دهند در حالی که مخاطب اصلی Docstring‌ها کاربرانی است که از کد مربوط به آن استفاده می‌کنند بنابراین Docstring باید به توضیح چگونگی استفاده از کد (به صورت خاص: ماژول، تابع، کلاس و متد) بپردازد.
-
-Docstring باید به عنوان دستور نخست درج گردد و این نکته برای یک ماژول در صورت وجود سطر اجرای مفسر به صورت پایین در نظر گرفته می‌شود::
-
-    #!/usr/bin/env python
-
-    """
-    Module docstring.
-    """
-
-    import [...]
-    [...]
-
-بسته‌ها (Packages) نیز می‌توانند Docstring داشته باشند؛ برای این منظور Docstring باید درون ماژول ``init__.py__`` نوشته شود.
-
-.. tip::
-    Docstring‌ها در هر جای دیگری از کدهای برنامه نیز به عنوان جایگزینی برای توضیح‌های چند سطری قابل استفاده هستند که در این حالت مفسر آن‌ها نادیده گرفته و دیگر قابل دستیابی نیستند.
-
-.. _python-indentation: 
-
-تورفتگی
---------
-**بلاک‌بندی** در زبان پایتون توسط «**تورفتگی**» (Indentation) سطرها مشخص می‌گردد؛ این عمل در زبان‌هایی مانند C و Java توسط آکولاد ``{ }`` انجام می‌شود. تورفتگی در واقع عبارت است از میزان فضای خالی (Spaceها و Tabها) هر دستور از ابتدای سطر فیزیکی خود. نکته مهم این است که تمام دستورهای موجود در یک بلاک می‌بایست به یک میزان فاصله نسبت به سرآیند خود تورفتگی داشته باشند:
-
-.. code-block:: c
-
-    // C
-
-    if (x > y) {
-    x = 1;
-    y = 2;
-    }
-
-
-.. code-block:: python
-
-    # Python
-
-    if x > y:
-        x = 1
-        y = 2
-
-در تصویر پایین به شیوه تورفتگی‌ بلاک‌ها نسبت به سرآیند خود توجه نمایید:
-
-.. image:: /_static/lessons/l06-python-Indentation-block.png
-    :align: center
-
-.. tip::
-    [`PEP 8 <http://www.python.org/dev/peps/pep-0008>`__]: در ایجاد تورفتگی استفاده از کلید Space نسبت به کلید Tab ترجیح داده می‌شود - برای هر مرتبه تورفتگی از چهار کلید Space استفاده نمایید.
-
-روش رایج ایجاد تورفتگی استفاده از کلید Space است و سعی کنید هرگز به صورت ترکیبی از کلیدهای Sapce و Tab استفاده نکنید چرا که از نسخه 3 پایتون امکان استفاده ترکیبی از این دو کلید وجود ندارد! اگر مایل به استفاده از کلید Tab هستید باید به صورت یکدست تمام تورفتگی‌های برنامه خود را فقط با استفاده از آن ایجاد نمایید.
-
-اجباری به تورفتگی آن بخشی از دستورها که به سطرهای فیزیکی دیگر شکسته شده‌اند وجود ندارد اما بهتر است برای خوانایی بالاتر، این بخش‌ها را با کمی تورفتگی بیشتر نسبت به دستور‌های بدنه بلاک جاری نوشته شوند:
-
-.. code-block:: python
-    :linenos:
-
-    def long_function_name(
-            var_one, var_two, var_three,
-            var_four):
-        print(var_one)
-
-
-در دستورهایی به مانند پایین نیز ایجاد تراز آرگومان‌ها هم حالت مناسبی است:
-
-.. code-block:: python
-    :linenos:
-
-    foo = long_function_name(var_one, var_two,
-                             var_three, var_four)
-
-
-.. _python-statement: 
-
-دستور
--------
-
-«**دستور**» (Statement) واحدی از کد است که شامل کلمه‌های کلیدی بوده، اجرا می‌گردد و کاری را به انجام می‌رساند. در پایتون دو نوع دستور وجود دارد: 
-
-دستورهای ساده (`Simple Statements <http://docs.python.org/3/reference/simple_stmts.html>`_): دستورهایی هستند که تنها در یک سطر منطقی پیاده‌سازی می‌شوند. مانند دستور ``import``، دستور انتساب، فراخوانی تابع و...
-
-دستورهای مرکب (`Compound Statements <http://docs.python.org/3/reference/compound_stmts.html>`_): گروهی از دستورها هستند که می‌توانند یک بخشی (مانند: دستور ``def`` - تعریف تابع) یا چند بخشی (مانند: دستور شرط  ``if`` / ``elif`` / ``else``) باشند؛ هر بخش (Clause) نیز شامل یک سرآیند (Header) و یک بدنه (Suite) است. هر سرآیند با یک کلمه کلیدی آغاز می‌شود و با یک ``:`` (Colon) نیز پایان می‌پذیرد. بدنه پس از سرآیند و با رعایت سطح تورفتگی بیشتر نسبت به آن نوشته می‌شود:
-
-.. code-block:: python
-    :linenos:
-
-    def binary_search(seq, key):
-        lo = 0
-        hi = len(seq) - 1
-        while hi >= lo:
-            mid = lo + (hi - lo) // 2
-            if seq[mid] < key:
-                lo = mid + 1
-            elif seq[mid] > key:
-                hi = mid - 1
-            else:
-                return mid
-        return False
-
-.. _python-identifier: 
-
-شناسه
--------
-
-«**شناسه**» (**Identifier**) نامی است نمادین که به دلخواه کاربر تعیین و از آن برای شناسایی (identify) متغیر‌ها، توابع، کلاس‌ها، ماژول‌ها یا دیگر اشیا پایتون از یکدیگر استفاده می‌شود. انتخاب شناسه در پایتون نکاتی دارد که می‌بایست از سوی کاربر در نظر گرفته شود:
-
-* تنها با یکی از حروف بزرگ یا کوچک الفبا انگلیسی (``A..Z`` یا ``a..z``) یا کاراکتر ``_`` (Underscore) شروع شود.
-* در ادامه می‌تواند هیچ یا چند حرف الفبا انگلیسی (کوچک و بزرگ)، کاراکتر ``_`` و عدد (``9..0``) - با هر ترتیبی - آورده شود.
-* هیچ محدودیتی در طول شناسه وجود ندارد و می‌تواند از یک تا هر تعداد کاراکتر باشد.
-
-با یک نگاه حرفه‌ای‌تر، ساختار لغوی (Lexical) شناسه به شکل پایین بیان می‌شود [`اسناد پایتون <http://docs.python.org/3/reference/lexical_analysis.html#identifiers>`__]:
-
-::
-
-
-        identifier  ::=	(letter|"_") (letter | digit | "_")*
-        
-        letter      ::=	lowercase | uppercase
-        lowercase   ::=	"a"..."z"
-        uppercase   ::=	"A"..."Z"
-        digit       ::=	"0"..."9"
-
-.. caution:: 
-    در تعاریف `regex <http://en.wikipedia.org/wiki/Regular_expression>`_: از پرانتز ``( )`` برای گروه‌بندی استفاده می‌شود. نماد ``|`` به معنی **یا** می‌باشد و از آن برای جدا‌سازی دو عبارت متفاوت استفاده می‌شود. نماد ``*`` به معنی صفر بار تکرار یا بیشتر می‌باشد. [دروس پانزدهم و شانزدهم به بررسی Regular Expression اختصاص یافته است.]
-
-.. tip:: 
-  * استفاده از کاراکترهای خاص به مانند ``.``، ``!``، ``@``، ``#``، ``$``، ``%`` و... مجاز نمی‌باشد.
-  * استفاده از «فاصله» (Space) مجاز نمی‌باشد.
-  * استفاده از «خط تیره» (Hyphen) یعنی کاراکتر ``-`` برای جداسازی کلمه‌ها در نام **ماژول** مجاز است ولی پیشنهاد نمی‌شود.
-
-
-برای نمونه - چند شناسه درست::
-
-    a    _p    __var    MyClass    get_length    getLength    var2    var_2    S01E16 
-
-برای نمونه - چند شناسه نادرست::
-
-    me@mail    get.length    2_var    6    $var    4pi
-
-
-.. tip:: 
-  همانطور که از درس یکم می‌دانیم، پایتون یک زبان حساس به حرف (Case Sensitive) است و مفسر آن بین حروف کوچک (Lowercase) و بزرگ (Uppercase) به مانند a و A تمایز می‌گذارد.
-
-  برای نمونه، تمامی شناسه‌های CaR ،cAR ،CAr ،caR ،cAr ،Car ،car و CAR متفاوت با یکدیگر ارزیابی می‌شوند.
-
-
-در پایتون از تکنیکی به نام `Name Mangling <http://en.wikipedia.org/wiki/Name_mangling>`_ استفاده می‌شود. توسط این تکنیک و تنها با شیوه انتخاب شناسه‌ها، نقشی خاص به آن‌ها داده می‌شود:
-
-* شناسه خصوصی (Private) ماژول: اگر شناسه‌ای با یک کاراکتر ``_`` آغاز شود (و نه پایان پذیرد) توسط مفسر پایتون در این نقش ارزیابی می‌گردد. مانند: ``name_`` (و نه: ``_name_`` یا ``_name``)
-* شناسه خصوصی کلاس: اگر شناسه‌ای با دو کاراکتر ``_`` آغاز شود (و نه پایان پذیرد) توسط مفسر پایتون در این نقش ارزیابی می‌گردد. مانند: ``name__`` (و نه: ``__name__`` یا ``__name``)
-
-جدا از این مورد، در پایتون صفت‌ها (Attributes) و متدهای خاصی وجود دارد که از پیش تعریف گشته‌اند و برای مفسر مفهوم مشخصی دارند. شناسه این صفت‌ها و متدها با دو کاراکتر ``_`` آغاز می‌شود و همینطور پایان می‌پذیرد؛ درست به مانند صفت‌های ``__class__`` و ``__doc__`` که پیش از این استفاده کردیم.
-
-بنابراین به هنگام استفاده از کاراکتر ``_`` در شناسه (به خصوص در ابتدای آن) باید آگاهی کافی داشته باشیم. [به موارد اشاره شده در آینده پرداخته خواهد شد.]
-
-.. tip:: 
-    [`PEP 8 <http://www.python.org/dev/peps/pep-0008>`_]: شیوه استاندارد انتخاب شناسه برای کلاس‌، تابع، متد و متغیر به صورت پایین است:
-
-    * کلاس‌ها به شیوه PascalCase - یعنی تنها حرف نخست هر کلمه بزرگ باشد و کلمه‌ها بدون فاصله کنار هم قرار بگیرند -  نام‌گذاری شوند. مانند: AnimalClass ،Animal. 
-
-    * نام انتخابی برای یک تابع و متد‌ نیز باید تنها شامل حروف کوچک باشد و برای جداسازی کلمه‌ها از ``_`` استفاده شود. مانند: bubble_sort ،binary_search و... البته می‌توان از شیوه camelCase (همانند PascalCase با این تفاوت که حرف نخست کلمه یکم هم می‌بایست حرف کوچک باشد) نیز استفاده نماییم. مانند: bubbleSort ،binarySearch و...
-
-    * نام‌ متغیرها تنها شامل حروف کوچک باشد که کلمه‌های آن توسط ``_`` از یکدیگر جدا شده‌اند. مانند: body_color ،color و...
-
-برای شناسه‌های تک حرفی توجه داشته باشید که از انتخاب حروف l (اِل کوچک) و I (آی بزرگ) بهتر است اجتناب کنید زیرا این دو حرف در برخی فونت‌ها شبیه هم هستند و البته همینطور حرف O (اُ بزرگ) که می‌تواند شبیه به صفر باشد. 
-
-.. _python-keywords: 
-
-کلمه‌های کلیدی
-~~~~~~~~~~~~~~~
-نکته پایانی در مورد شناسه‌ها این است که: نمی‌توان یک شناسه را برابر با یکی از «**کلمه‌های کلیدی**» (keywords) پایتون انتخاب کرد. کلمه‌های کلیدی در واقع شناسه‌هایی هستند که از پیش برای مفسر پایتون تعریف شده‌اند و معنای مشخصی برای آن دارند. فهرست این کلمه‌های در پایتون به صورت پایین است:
-
-::
-
-    >>> help("keywords")
-    Here is a list of the Python keywords.  Enter any keyword to get more help.  
-
-      False               class               from                or
-      None                continue            global              pass
-      True                def                 if                  raise
-      and                 del                 import              return
-      as                  elif                in                  try
-      assert              else                is                  while
-      async               except              lambda              with
-      await               finally             nonlocal            yield
-      break               for                 not          
-
-در کتابخانه استاندارد پایتون ماژولی به نام ``keyword`` وجود دارد [`اسناد پایتون <http://docs.python.org/3/library/keyword.html>`__]::
-
-    >>> import keyword
-
-    >>> keyword.iskeyword(a)
-    False
-
-    >>> keyword.iskeyword("def")
-    True
-
-    >>> keyword.kwlist
-    ['False', 'None', 'True', 'and', 'as', 'assert', 'break', 'class', 'continue', 'def', 'del', 'elif', 'else', 'except', 'finally', 'for', 'from', 'global', 'if', 'import', 'in', 'is', 'lambda', 'nonlocal', 'not', 'or', 'pass', 'raise', 'return', 'try', 'while', 'with', 'yield']
-
-.. caution:: 
-    تابع ``()iskeyword`` بررسی می‌کند که آیا آرگومان دریافتی یکی از کلمه‌های کلیدی می‌باشد یا نه؛ در صورت تایید مقدار ``True`` را باز می‌گرداند. ``kwlist`` نیز در واقع یک شی لیست حاوی تمام کلمه‌های کلیدی است.
-
-شاید کنجکاو باشید تعداد کلمه‌های کلیدی پایتون را بدانید؛ برای این منظور نیازی به شمارش دستی نیست!::
-
-    >>> import keyword
-    >>> len(keyword.kwlist)
-    33
-
-.. caution:: 
-    تابع ``()len`` تعداد اعضای یک شی را باز می‌گرداند [`اسناد پایتون <http://docs.python.org/3/library/functions.html#len>`__].
-
-
-.. tip:: 
-
-    تنها کلمه‌های کلیدی ``True`` ،``False`` و ``None`` با حرف بزرگ آغاز می‌شوند.
-
-
-.. tip:: 
-    [`PEP 8 <http://www.python.org/dev/peps/pep-0008>`_]: چنانچه می‌خواهید شناسه‌ای مشابه با یکی از کلمه‌های کلیدی انتخاب نمایید؛ می‌توانید این کار را با استفاده از یک ``_`` در انتهای کلمه مورد نظر به انجام برسانید. مانند: ``_def``
-
-.. _python-variable: 
-
-متغیر
--------
-یک «**متغیر**» (Variable) در بیشتر زبان‌های برنامه‌نویسی به مانند C بیانگر محلی در حافظه می‌باشد که مقداری در آن قرار گرفته است. برای نمونه سه دستور پایین را در نظر بگیرید:
-
-.. code-block:: c
-
-    int a = 1;
-
-    a = 2;
-
-    int b = a;
-
-
-در نمونه کد بالا: دستور ``;int a = 1`` بیان می‌کند که محلی از حافظه به نام ``a`` برای نگهداری اعداد صحیح (integers) در نظر گرفته شود و مقدار ``1`` در آن قرار بگیرد؛ از این پس متغیر ``a`` معرف این نقطه از حافظه می‌باشد (درست به مانند یک جعبه) که اکنون حاوی مقدار ``1`` است (شکل پایین - یک). در ادامه دستور ``;a = 2`` باعث می‌شود مقدار پیشین  متغیر ``a`` حذف (از جعبه خارج) و مقدار جدید یعنی ``2`` در آن قرار داده شود (شکل پایین - دو). توجه داشته باشید که در این دسته زبان‌ها، نوع (type) توسط متغیر تعیین می‌گردد و تلاش برای قرار دادن نوع داده دیگری به غیر از ``int`` در متغیر ``a`` (به مانند ``3.7`` یا ``"string"``) باعث بروز خطا در زمان کامپایل می‌گردد. دستور سوم:‌ ``;int b = a`` در ابتدا باعث ایجاد یک محل جدید در حافظه با نام ``b`` و از نوع همان اعداد صحیح می‌شود و سپس مقدار درون متغیر ``a`` را درون آن کپی می‌کند؛ اکنون دو محل برای نگهداری نوع داده ``int`` در حافظه موجود است که هر دو حاوی مقدار ``2`` می‌باشند (شکل پایین - سه).
-
-
-.. image:: /_static/lessons/l06-c-variable.png
-    :align: center
-
-.. rubric:: ولی در پایتون:
-
-یک متغیر چیزی نیست جز یک **نام** که به یک **شی** مشخص در حافظه ارجاع (یا اشاره) دارد. تعریف متغیر در پایتون بسیار ساده است و تنها با انتساب (Assign) شی به یک نام ایجاد می‌گردد. نمادِ ``=``، عملگر (Operator) انتساب در پایتون است. در تعریف متغیر پایتون برخلاف آنچه در زبان C مشاهده کردیم ``;int a``،‌ نیازی به تعیین نوع برای آن نیست چرا که **نوع** (type) از روی **شی** تعیین می‌گردد و یک متغیر در طول زمان اجرا می‌تواند به شی‌هایی از انواع متفاوت ارجاع داشته باشد. برای نمونه سه دستور پایین را در نظر بگیرید::
-
-    a = 1
-
-    a = 2
-
-    b = a
-
-مفسر با رسیدن به دستور ``a = 1``، سه گام پایین را انجام می‌دهد:
-
-1. یک شی از نوع اعداد صحیح و مقدار ``1`` را در جایی از حافظه ایجاد می‌کند. چرا اعداد صحیح؟ نوع توسط شی تعیین می‌گردد و ``1`` عددی است صحیح!.
-#. متغیرِ (یا همان نامِ) ``a`` را در جایی دیگر از حافظه ایجاد می‌کند (البته در صورتی که قبلا ایجاد نشده باشد). 
-#. یک پیوند از متغیر ``a`` به شی ``1`` برقرار می‌کند. به این پیوند «ارجاع» (Reference) گفته می‌شود .
-
-.. image:: /_static/lessons/l06-python-variable-01.png
-    :align: center
-
-انتساب شی دیگری (که می‌تواند از هر نوع دیگری باشد) به یک متغیر موجود؛ باعث حذف ارجاع قبلی آن و ارجاع به شی جدید می‌شود. دستور ``a = 2`` باعث ایجاد شی ``2``، حذف ارجاع متغیر ``a`` به شی ``1`` و ایجاد ارجاعی جدید از متغیر ``a`` به شی ``2`` می‌شود. هر متغیر نامی است برای اشاره به یک شی؛ دستور ``b = a`` نیز می‌گوید: یک متغیر جدید با نام ``b`` ایجاد گردد و به همان شی‌ای ارجاع داشته باشد که متغیر ``a`` ارجاع دارد.
-
-ولی اکنون که ارجاعی به شی ``1`` وجود ندارد، با آن چه می‌شود؟
-
-هر شی شامل یک «**شمارنده ارجاع**» (Reference Counter) نیز هست؛ به این صورت که در هر لحظه تعداد ارجاع‌ها به آن شی را نشان می‌دهد و با هر ارجاع جدید به شی، یک واحد به آن اضافه می‌شود و با حذف هر ارجاع نیز یک واحد کاهش می‌یابد. چنانچه مقدار آن به صفر برسد، شی آن توسط تکنیک ”**Garbage Collection**“ پاک می‌گردد و مقدار حافظه‌ای که توسط شی مصرف شده بود آزاد می‌گردد. برای مشاهده تعداد ارجاع‌ها به یک شی می‌توان از تابع ``()getrefcount`` درون ماژول ``sys`` استفاده کرد [`اسناد پایتون <http://docs.python.org/3/library/sys.html#sys.getrefcount>`__].
-
-
-البته مفسر پایتون اعداد صحیح و رشته‌های کوچک را پس از اینکه مقدار شمارنده ارجاع‌ آن‌ها به صفر برسد از حافظه پاک نمی‌کند. هدف از این کار صرفه جویی در هزینه ایجاد این اشیا برای استفاده در آینده است. بنابراین در پاسخ به سوال بالا باید گفت که: شی ``1`` در حافظه باقی می‌ماند.
-
-::
-
-        >>> import sys
-        
-        >>> a = 1
-        >>> sys.getrefcount(1)
-        760
-        
-        >>> a = 2
-        >>> sys.getrefcount(1)
-        759
-        >>> sys.getrefcount(2)
-        96
-        
-        >>> b = a
-        >>> sys.getrefcount(2)
-        97
-
-
-در نمونه کد بالا همانطور که مشاهده می‌نمایید تعداد ارجاع‌ها به شی ``1`` و ``2`` خارج از حد انتظار است که نشان می‌دهد در پشت صحنه اجرای مفسر پایتون نیز ارجاع‌های دیگری به این اشیا وجود دارد. به کاهش و افزایش تعداد ارجاع‌ها در مثال بالا توجه نمایید.
-
-
-.. _python-multiple-assignment: 
-
-انتساب چندگانه
-~~~~~~~~~~~~~~~~
-امکان ایجاد همزمان چند متغیر یا انتساب‌های چندگانه در پایتون وجود دارد - بنابراین می‌توان چند متغیر که همگی به یک شی ارجاع دارند را تنها با یک دستور ایجاد کرد::
-
-    >>> a = b = c = "python"
-
-    >>> a
-    'python'
-    >>> b
-    'python'
-    >>> c
-    'python'
-
-برای انتساب اشیا متفاوت می‌بایست از ویرگول (Comma) و تنها یک عملگر انتساب (``=``) استفاده نماییم - توجه داشته باشید که تعداد عناصر دو طرف عملگر انتساب می‌بایست برابر باشد::
-
-
-    >>> a, b, c, d = 1, 4.5, "python", 2
-
-    >>> a
-    1
-    >>> b
-    4.5
-    >>> c
-    'python'
-    >>> d
-    2
- 
-یکی از کاربردهای انتساب چندگانه این است که می‌توان اشیا دو متغیر را به سادگی و تنها با یک سطر دستور با یکدیگر عوض کرد::
-
-    >>> a = 1
-    >>> b = 2
-
-    >>> a, b = b, a
-
-    >>> a
-    2
-    >>> b
-    1
-
-.. _python-constant: 
-
-ثابت
-~~~~~~
-
-«**ثابت**» (Constant) به متغیری گفته می‌شود که مقدار آن همواره ثابت بوده و پس از تعریف دیگر امکان تغییر مقدار آن وجود ندارد. برای نمونه یک ثابت در زبان Java به شکل پایین تعریف می‌گردد - پس از دستور پایین هر گونه تلاش برای تغییر مقدار ثابت ``HOURS`` با خطا روبرو می‌گردد:
-
-.. code-block:: java
-    :linenos:
-
-    final int HOURS = 24;
-
-.. rubric:: در پایتون امکانی برای تعریف ثابت پیش‌بینی نشده است!. 
-
-علاوه بر امکان ایجاد ثابت‌ها برخی موارد دیگر نیز در پایتون نادیده گرفته شده است. در واقع فرض پایتون بر این است که کاربران او افراد باهوشی هستند که از پس مشکلات برمی‌آیند؛ در نتیجه می‌گوید: من به کاربرانم اعتماد دارم پس نیازی نیست که تمام کارها را من برای آن‌ها انجام دهم، یک برنامه‌نویس باید بتواند ریسک کند!.
-
-ولی برای ایجاد ثابت می‌توانید متغیر‌های مورد نظر خود را در ماژولی جدا تعریف نمایید و در هر جایی که لازم بود با ``import`` آن به متغیرهای مورد نظر خود دسترسی یابید:
-
-.. code-block:: python
-    :linenos:
- 
-    # File: constant.py
-    # Path: /home/user/Documents/MyModule
-
-    HOURS = 24
-
-.. code-block:: python
-
-    >>> import sys
-    >>> sys.path.append('/home/user/Documents/MyModule')
-
-    >>> import constant
-    >>> constant.HOURS
-    24
-
-البته اگر تغییر‌ناپذیر بودن متغیرها برایتان اهمیت ویژه دارد می‌توانید ماژولی حاوی کد پایین ایجاد نمایید [`منبع <https://www.safaribooksonline.com/library/view/python-cookbook/0596001673/ch05s16.html>`_]:
-
-.. code-block:: python
-    :linenos:
-
-    # File: constant.py
-    # Path: /home/user/Documents/MyModule
-
-    class _const:
-
-        class ConstError(TypeError): pass
-
-        def __setattr__(self, name, value):
-            if name in self.__dict__:
-                raise self.ConstError("Can't rebind const(%s)" % name)
-            self.__dict__[name] = value
-
-    import sys
-    sys.modules[__name__] = _const()
-
-.. code-block:: python
-
-    >>> import sys
-    >>> sys.path.append('/home/user/Documents/MyModule')
-
-    >>> import constant
-    >>> constant.HOURS = 24
-    >>> constant.HOURS
-    24
-    >>> constant.HOURS = 23
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-      File "/home/user/Documents/MyModule/constant.py", line 10, in __setattr__
-        raise self.ConstError("Can't rebind const(%s)" % name)
-    constant.ConstError: Can't rebind const(HOURS)
-    >>> constant.HOURS
-    24
-
-
-درک کد کلاس ``const_`` نیاز به مطالعه دروس مربوط به شی‌گرایی و استثنا‌ها را دارد (Exceptions) دارد. ولی برای توضیحی کوتاه در این درس باید گفت که: 
-
-    مفسر پایتون برای اینکه بداند کدام نام به کدام مقدار یا شی ارجاع دارد از ساختاری مشابه ``{... ,name : value}`` که به نوع دیکشنری (Dictionary) معروف است استفاده می‌کند؛ صفت‌های هر شی و مقدار‌ آن‌ها نیز توسط چنین ساختاری نگهداری می‌شود که برای مشاهده این دیکشنری که در واقع همان فهرستی از صفت‌‌‌های هر شی به همراه مقدار آن‌هاست می‌توانید از صفت ویژه ``__dict__`` استفاده نمایید. متد ``__setattr__`` [`اسناد پایتون <http://docs.python.org/3/reference/datamodel.html#object.__setattr__>`__] از متدهای ویژه است - این متدها امکانی هستند تا بتوانیم برای مواقعی خاص، رفتارهای مشخصی را تعریف نماییم - ``__setattr__`` هر زمان که به یکی از صفت‌های شی‌ای از کلاس مقداری نسبت داده شود به صورت خودکار فراخوانی می‌گردد و وظیفه آن ذخیره صفت‌ها و مقدار آن‌ها در این دیکشنری است. 
-
-    در اینجا رفتار متد ``__setattr__`` کمی تغییر داده شده است به این صورت که بررسی می‌شود (سطر 9) چنانچه پیش از این صفت مورد نظر وجود نداشته باشد (یعنی: پیش از این هیچ مقداری به آن انتساب داده نشده است که بخواهد در فهرست باشد؛ تعریف متغیر را به یاد بیاورید) همراه با مقدار به فهرست صفت‌های شی افزوده خواهد شد (سطر 11)؛ در غیر این صورت یک خطا گزارش می‌گردد که باعث توقف اجرای متد شده و در نتیجه از درج جدید در فهرست که باعث تغییر مقدار صفت مورد نظر می‌گردد جلوگیری خواهد شد (سطر 10).
-
-    با ماژول‌ها هم در پایتون به صورت شی برخورد می‌شود، پس مفسر پایتون باید بداند کدام نام ماژول به کدام شی مربوط است؛ ``sys.modules`` یک دیکشنری حاوی تمام ماژول‌هایی است که در این لحظه از اجرای برنامه بارگذاری شده‌اند. ``[__sys.modules[__name`` به عضوی از این دیکشنری که نام آن ``__name__`` است اشاره دارد. می‌دانیم که ``__name__`` بیانگر نام ماژول جاری است؛ بنابراین عبارت ``[__sys.modules[__name`` معرف نامی است که به شی ماژول constant.py ارجاع دارد. دستور سطر 14 باعث می‌شود تا ارجاع این نام به ماژول حذف شود و در عوض به شی‌ای از کلاس ``const_`` نسبت داده شود که این عمل باعث حذف شی ماژول از حافظه می‌گردد (چون که دیگر ارجاعی به آن وجود ندارد). از طرفی می‌دانیم که با ``import`` هر ماژول، تمام محتویان آن اجرا می گردد؛ با ``import`` ماژول constant.py و پس از اجرای کدهای آن به ويژه سطر 14 همانطور که گفته شده ماژول مربوطه حذف می‌شود ولی کدهای آن هنوز در بایت‌کد باقی است. بنابراین پس از ``import`` می‌توان به آسانی از نام ماژول که اکنون ارجاع به شی‌ای از کلاس ``const_`` دارد برای ایجاد صفت‌ها که حکم ثابت‌های ما را دارند استفاده کرد. [تمام این مفاهیم در آینده به صورت کامل بررسی خواهد شد]
-
-.. tip:: 
-    [`PEP 8 <http://www.python.org/dev/peps/pep-0008>`_]: برای نام‌گذاری ثابت‌ها (Constants) تنها از حروف بزرگ و برای جداسازی کلمه‌ها نیز از ``ـ`` استفاده شود. مانند: MAX_OVERFLOW ،TOTAL و...
-
-.. _python-none: 
-
-NoneType
-----------
-
-[`None <http://docs.python.org/3/library/constants.html#None>`_] یک شی آماده و بدون مقدار در پایتون است::
-
-    >>> n = None
-
-    >>> type(n)
-    <class 'NoneType'>
-
-    >>> print(n)
-    None
-
-    >>> import sys
-    >>> sys.getsizeof(a)
-    16
-
-    >>> n = 5
-    >>> type(n)
-    <class 'int'>
-
-این شی را می‌توان معرف مقدار هیچی یا ``null`` در پایتون نیز در نظر گرفت. یک کاربرد مهم از این شی در زمانی است که می‌خواهیم یک متغیر بدون مقدار اولیه ایجاد و مقداردهی را بر اساس شرایطی دیگر در ادامه برنامه تعریف نماییم.
-
-این شی کاربردهای فراوانی دارد که به مرور با آن‌ها آشنا خواهید شد.
-
-
-.. _python-operators: 
-
-عملگر‌ها
---------
-«**عملگر**» (Operator) به نمادی گفته می‌شود که عمل مشخصی را بر روی اشیا به انجام می‌رساند؛ به مانند عملگر انتساب ``=`` که پیش از این بررسی شد. همچنین به اشیایی که عملگر‌ بر روی آن‌ها عملی را به انجام می‌رساند «**عملوند**» (Operand) گفته می‌شود. عملگرها دارای انواع مختلفی هستند که در ادامه بررسی خواهیم کرد.
-
-
-.. _python-arithmetic-operators: 
-
-عملگرهای حسابی (Arithmetic Operators)
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-``+`` ``-`` ``*`` ``**`` ``/`` ``//`` ``%``
-
-* ``+`` جمع (Addition): مقدار عملوندهای دو طرف خود را با یکدیگر جمع می‌کند. ``2 + 1`` حاصل: 3
-* ``-`` تفریق (Subtraction): مقدار عملوند سمت راست را از مقدار عملوند سمت چپ خود منها می‌کند: ``4 - 7`` حاصل: 3
-* ``*`` ضرب (Multiplication): مقدار عملوندهای دو طرف خود را در یکدیگر ضرب می‌کند: ``2 * 5`` حاصل: 10
-* ``**`` توان (Exponent): مقدار عملوند سمت چپ را به توان مقدار عملوند سمت راست خود می‌رساند. ``3 ** 2`` حاصل: 8
-* ``/`` تقسیم (Division): مقدار عملوند سمت چپ را بر مقدار عملوند سمت راست خود تقسیم می‌کند و خارج قسمت را برمی‌گرداند::
-
-    >>> 7 / 3              
-    2.3333333333333335   
-    >>> 12 / 3        
-    4.0              
-    >>> 6.0 / 2          
-    3.0         
-
-* ``//`` تقسیم گردشده پایین (Floor Division): مقدار عملوند سمت چپ را بر مقدار عملوند سمت راست خود تقسیم می‌کند و خارج قسمت را با حذف مقدار اعشاری (در صورت وجود) برمی‌گرداند. حاصل این عملگر برای اعداد صحیح به صورت یک عدد صحیح محاسبه می‌گردد، به نتایج نمونه کد پایین توجه نمایید::
-
-    >>> 7 // 3        
-    2                      
-    >>> 12 // 3     
-    4               
-    >>> 6.0 // 2     
-    3.0            
-    >>> 7.0 // 3       
-    2.0              
-    
-
-* ``%`` باقی‌ مانده (Modulus): مقدار عملوند سمت چپ را بر مقدار عملوند سمت راست خود تقسیم می‌کند و باقی‌ مانده را برمی‌گرداند. ``3 % 7`` حاصل: 1
-
-
-.. _python-comparison-operators: 
-
-عملگرهای مقایسه‌ (Comparison Operators)
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-``==`` ``=!`` ``<>`` ``<`` ``>`` ``=<`` ``=>``
-
-* ``==`` برابر (Equal): چنانچه مقدار عملوندهای دو طرف برابر باشند، ``True`` را برمی‌گرداند. ``1 == 3`` : False
-* ``=!`` نابرابر (Not Equal): چنانچه مقدار عملوندهای دو طرف برابر نباشند، ``True`` را برمی‌گرداند. ``1 =! 3`` : True
-* ``<`` بزرگتر از (Greater Than): چنانچه مقدار عملوند سمت چپ بزرگتر از مقدار عملوند سمت راست آن باشد، ``True`` را برمی‌گرداند. ``5 < 3`` : False 
-* ``>`` کوچکتر از (Less Than): چنانچه مقدار عملوند سمت چپ کوچکتر از مقدار عملوند سمت راست آن باشد، ``True`` را برمی‌گرداند. ``5 > 3`` : True 
-* ``=<`` برابر یا بزرگتر از (Greater Than or Equal): چنانچه مقدار عملوند سمت چپ برابر یا بزرگتر از مقدار عملوند سمت راست آن باشد، ``True`` را برمی‌گرداند. ``5 =< 7`` : True 
-* ``=>`` برابر یا کوچکتر از (Less Than or Equal): چنانچه مقدار عملوند سمت چپ برابر یا کوچکتر از مقدار عملوند سمت راست آن باشد، ``True`` را برمی‌گرداند. ``5 => 7`` : False 
-
-
-.. _python-assignment-operators: 
-
-عملگرهای انتساب (Assignment Operators)
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-* ``=`` عملوند سمت راست را به عملوند سمت چپ خود نسبت می‌دهد. چنانچه یک عبارت محاسباتی در سمت راست باشد، حاصل آن را به عملوند سمت چپ نسبت می‌دهد::
-    
-    >>> a = 3
-
-    >>> b = 2
-
-    >>> c = a + b
-    >>> c
-    5
-
-* ``=+`` ``=-`` ``=*`` ``=**`` ``=/`` ``=//`` ``=%`` عملگرهای ترکیبی (انتساب حسابی): این عملگرها ابتدا عمل مربوط به عملگر حسابی را بر روی مقدار عملوندهای دو طرف خود به انجام می‌رسانند و سپس حاصل را به عملوند سمت چپ نسبت می‌دهند::
-
-    >>> a += b
-    >>> a
-    5
-
-  ::
-
-    >>> a -= b
-    >>> a
-    1
-
-  ::
-
-    >>> a *= b
-    >>> a
-    6
-
-  ::
-
-    >>> a **= b
-    >>> a
-    9
-
-  ::
-
-    >>> a /= b 
-    >>> a 
-    1.5 
-
-
-.. _python-bitwise-operators: 
-
-عملگرهای بیتی (Bitwise Operators)
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-``&`` ``|`` ``^`` ``~`` ``>>`` ``<<``
-
-این دسته از عملگرها، عمل مشخصی را بر روی تک تک بیت‌های عملوند‌(ها) انجام می‌دهند. در پایتون برای استفاده از این عملگرها لزومی به تبدیل اعداد به پایه دو (دودویی یا باینری Binary) وجود ندارد ولی در اینجا برای مشاهده بهتر عملکرد آن‌ها از اعداد دودویی استفاده کرده‌ایم. در زبان پایتون اعداد پایه دو همواره می‌بایست با یک ``0b`` شروع شوند::
-
-    >>> a = 0b0011
-    >>> a
-    3
-    >>> b = 0b0010
-    >>> b
-    2  
-
-از تابع ``()bin`` می‌توان برای به دست آوردن مقدار دودویی یک عدد ده‌دهی استفاده کرد؛ البته توجه داشته باشید که این تابع مقدار دودویی را در قالب متنی (نوع String) بر می‌گرداند - نکته دیگر اینکه در حالت تعاملی پایتون با وارد کردن اعداد دودویی، خروجی ده‌دهی به دست می‌آید::
-
-    >>> bin(10)
-    '0b1010'
-
-    >>> type(bin(10))
-    <class 'str'>
-
-    >>> 0b1010
-    10
-
-
-* ``&``: معادل AND بیتی است - تنها بیت‌هایی از خروجی آن ``1`` خواهند بود که هر دو بیت متناظر از عملوندهای آن ``1`` باشند::
-
-    >>> a & b                  0000 0011  
-    2                          0000 0010
-                        (AND) ----------- 
-                               0000 0010  = 2
-
-
-* ``|``: معادل OR بیتی است - تنها بیت‌هایی از خروجی آن ``0`` خواهند بود که هر دو بیت متناظر از عملوندهای آن ``0`` باشند::
-
-    >>> a | b                  0000 0011  
-    3                          0000 0010
-                         (OR) ----------- 
-                               0000 0011  = 3
-
-* ``^``: معادل XOR بیتی است - تنها بیت‌هایی از خروجی آن ``1`` خواهند بود که هر دو بیت متناظر از عملوندهای آن مخالف یکدیگر باشند::
-
-    >>> a ^ b                  0000 0011  
-    1                          0000 0010
-                        (XOR) ----------- 
-                               0000 0001  = 1
-
-* ``~`` معادل NOT بیتی و تک عملوندی است - هر یک از بیت‌های عملوند خود را از ``0`` به ``1`` و برعکس تبدیل می‌کند::
-
-    >>> ~ a                    0000 0011  
-    -4                  (NOT) -----------
-                               1111 1100
-
-  یک شیوه برای نمایش اعداد علامت دار دودویی، همین عمل یعنی برعکس کردن بیت‌ها (0 به 1 و 1 به 0) است که به آن نمایش «مکمل یک» (`One's Complement <http://en.wikipedia.org/wiki/Ones%27_complement>`_) اعداد دودویی گفته می‌شود. ولی مفسر پایتون به صورت پیش‌فرض اعداد علامت دار را به شیوه رایج دیگری ارزیابی می‌کند که به نام نمایش «مکمل دو» (`Two's Complement <https://en.wikipedia.org/wiki/Two%27s_complement>`_) شناخته می‌شود؛ در این روش پس از برعکس شدن بیت‌ها، حاصل با عدد ``1`` جمع می‌شود. بنابراین در نمونه کد بالا حاصل ``NOT`` عدد ``a`` برابر ``11111100`` می‌شود که نمایش عدد ``4 -`` در پایه دو به شیوه مکمل دو است::
-
-
-    n = 3                       0000 0011  
-    3 = 0000 0011        (NOT) -----------
-                                1111 1100  = -3 (in One’s Complement)
-                                           = -4 (in Two’s Complement)
-
-
-  ::
-
-
-    Two’s Complement
-
-    n = 4                       0000 0100 
-    4 = 0000 0100        (NOT) ----------- 
-                                1111 1011         
-                                        1                  
-                         ( + ) -----------          
-                                1111 1100  = -4 
-
-
-  می‌توان مقدار ``a ~`` را برابر حاصل عبارت ``1 - a-`` در نظر گرفت. بنابراین::
-
-      >>> ~ a + 1
-      -3
-
-* ``>>`` شیفت چپ (Left Shift): بیت‌های عملوند سمت چپ را به مقدار عملوند سمت راست خود به سمت **چپ** جابه‌جا می‌کند - مکان‌های رد شده با صفر مقداردهی می‌شوند::
-
-    >>> a << 3                  0000 0011
-    24                   (LSH) -----------
-                                0001 1000  = 24
-
-
-* ``<<`` شیفت راست (Right Shift): بیت‌های عملوند سمت چپ را به مقدار عملوند سمت راست خود به سمت **راست** جابه‌جا می‌کند - مکان‌های رد شده با صفر مقداردهی می‌شوند::
-
-    >>> a = 88                  0101 1000
-    >>> a >> 3           (RSH) -----------
-    11                          0000 1011  = 11
-
-* ``=&`` ``=|`` ``=^`` ``=>>`` ``=<<`` عملگرهای ترکیبی (انتساب بیتی): این عملگرها ابتدا عمل مربوط به عملگر بیتی را بر روی عملوندهای دو طرف خود به انجام می‌رسانند و سپس حاصل را به عملوند سمت چپ نسبت می‌دهند.
-
-
-.. _python-logical-operators: 
-
-عملگرهای منطقی (Logical Operators)
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-این عملگرها عبارتند از  ``not`` ``or`` ``and`` که در دستورات شرطی کاربرد دارند. عملگرهای منطقی عملوند‌های خود را بر اساس ارزش‌‌های ``True`` (درست) و ``False`` (نادرست) مورد ارزیابی قرار می‌دهند و نتایج خود را بر اساس جدول پایین برمی‌گردانند. عملگر ``not`` تک عملوندی است.
-
-
- .. container:: table-ltr
-
-    =====  ======   ========   ======   ======  ======
-    a       b        a and b   a or b   not a   not b  
-    =====  ======   ========   ======   ======  ======
-    True    False    False     True     False   True   
-    
-    False   True     False     True     True    False  
-    
-    False   False    False     False    True    True   
-    
-    True    True     True      True     False   False 
-    =====  ======   ========   ======   ======  ======
-
-عملگر ``and`` تنها زمانی که هر دو عملوند آن ارزش True داشته باشند، ``True`` را بر می‌گرداند. عملگر ``or`` تنها زمانی که هر دو عملوند آن ارزش  False داشته باشند، ``False`` را برمی‌گرداند. عملگر ``not`` نیز ارزش عملود خود را برعکس می‌کند (True به False و False به True).
-
-
-
-.. _python-membership-operators: 
-
-عملگرهای عضویت (Membership Operators)
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-شامل دو عملگر ``in`` و ``not in`` می‌باشد که از آن‌ها برای بررسی وجود یک مقدار در میان اعضای یک دنباله (sequence مانند: رشته، لیست و...) استفاده می‌شود.
-
-* ``in``: اگر مقدار عملوند سمت چپ خود را در عملوند سمت راست **بیابد**، ``True`` و در غیر این صورت ``False`` را بر می‌گرداند.
-* ``not in``: اگر مقدار عملوند سمت چپ خود را در عملوند سمت راست **نیابد**، ``True`` و در غیر این صورت ``False`` را بر می‌گرداند.
-
-::
-
-    >>> "py" in "python"
-    True
-    >>> 1 in [1, 2, 3]
-    True
-    >>> "s" not in "python"
-    True
-    >>> 3 not in [1, 2, 3]
-    False
-
-
-
-.. _python-identity-operators: 
-
-عملگرهای هویت (Identity Operators)
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-شامل دو عملگر ``is`` و ``is not`` است که از آن‌ها برای بررسی یکی بودن دو شی استفاده می‌شود. 
-
-* ``is``: اگر هر دو عملوند به یک شی ارجاع **داشته** باشند، ``True`` و در غیر این صورت ``False`` را بر می‌گرداند.
-* ``is not``: اگر هر دو عملوند به یک شی ارجاع  **نداشته** باشند، ``True`` و در غیر این صورت ``False`` را بر می‌گرداند.
-
-::
-
-    >>> a = 3
-
-    >>> a is 3
-    True
-
-
-.. _python-walrus-operator: 
-
-عملگر‌ شیرماهی (Walrus Operator)
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-از نسخه **3.8 پایتون** یک عملگر جدید به نام Assignment Expressions یا Walrus Operator به سینتکس پایتون اضافه شده است. [`PEP 572 <https://www.python.org/dev/peps/pep-0572/>`__]. نمایش این عملگر به شکل ``=:`` (شبیه دو چشم و عاج یک شیرماهی! [`تصویر <https://en.wikipedia.org/wiki/Walrus#/media/File:Pacific_Walrus_-_Bull_(8247646168).jpg>`__]) می‌باشد و به ما این امکان را می‌دهد که عملیات انتساب و بازگرداندن مقدار را به صورت همزمان به انجام برسانیم. به نمونه کد زیر توجه نمایید::
-
-    >>> walrus = False
-    >>> print(walrus)
-    False
-
-::
-
-        >>> print(walrus := True)  # Python >= 3.8
-        True
-
-        >>> walrus
-        True
-
-دو نمونه کد بالا عملکرد یکسانی دارند با این تفاوت که در نمونه دوم تنها با استفاده یک سطر کد، متغیر ``walrus`` با انتساب مقدار ``True`` ایجاد و سپس به تابع ``print`` ارسال می‌گردد.
-
-
-
-.. _python-operator-precedence: 
-
-ترتیب اجرای عملگرها (Operator Precedence)
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-چنانچه عبارتی شامل چندین عملگر باشد؛ اینکه ابتدا عمل کدامیک بررسی شود، در حاصل نتیجه تاثیر‌گذار خواهد بود. هر کدام از عملگرها از دید مفسر پایتون دارای حق تقدم متفاوتی است (مانند دیگر زبان‌های برنامه‌نویسی). بنابراین همواره هنگام درج یک عبارت، می‌بایست به میزان تقدم آن‌ها نیز توجه کرد. در بخش پایین به بررسی اولویت عملگرها خواهیم پرداخت - اولویت از بالا به پایین کاهش میابد:
-
-.. code-block:: python
-    :linenos:
-
-    ( )               # پرانتز
-    **
-    ~
-    -       +         # منفی و مثبت
-    *       /       //      %  
-    -       +         # بعلاوه و منها
-    <<      >>
-    &       ^       |
-    ==      !=      <>
-    <       <=      >       >=
-    =       **=     /=      //=      %=      *=      -=      +=
-    is      is not
-    in      in not
-    not     and     or
-           
-        
-
-پرانتز بالاترین اولویت را دارد به این معنی که هر عبارتی داخل آن قرار بگیرد اولویت بیشتری برای بررسی خواهد داشت؛ در پرانتزهای تودرتو نیز اولویت داخلی‌ترین پرانتز از همه بیشتر است. چنانچه عبارتی شامل چند عملگر هم سطح باشد؛ اولویت عملگر ‌سمت چپ‌تر بیشتر است. به عبارت‌های پایین و حاصل آن‌ها توجه نمایید::
-    
-    >>> 4 + 2 - 3 + 2 * 5
-    13
-    >>> 4 + ((2 - 3) + 2) * 5
-    9
-    >>> 9 / 3 * 2
-    6.0
-    >>> 3 * 2 / 9
-    0.6666666666666666
-    >>> (5 - 3) ** (7 - 3)
-    16
-    >>> 4 + 3 ** 2 - 9 / 3 * 3
-    4.0
-    >>> 4 * 2 == 5 + 3
-    True
-
-
-.. _lesson-06-footer: 
-
-پی‌نوشت
---------
-
-.. [#f1] پروژه‌ای متن‌باز به منظور ترجمه PEP8 به فارسی نیز راه‌اندازی شده است. برای مطالعه می‌توانید به نشانی [`شیوه‌نامه نگارش پایتون (PEP 8 فارسی) <https://pep8.ir>`_] مراجعه نمایید.
-
-
-|
-
-----
-
-:emoji-size:`😊` امیدوارم مفید بوده باشه
-
-
+.. role:: emoji-size
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس ششم: سینتکس زبان پایتون
+   :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, سینتکس, سطر, متغیر, شناسه, ثابت, عملگرها, دستور, کامنت, توضیح, داک string, مستند سازی, دستور زبان
+
+
+.. _lesson-06: 
+
+درس ۰۶: سینتکس زبان پایتون
+==========================================
+
+
+.. figure:: /_static/pages/06-python-syntax.jpg
+    :align: center
+    :alt: سینتکس یا دستور نحو زبان پایتون
+    :class: page-image
+
+    Photo by `Tim J <https://unsplash.com/photos/gM6k0JmHIBE>`__
+  
+در این درس به معرفی اجزای پایه در زبان برنامه‌نویسی پایتون پرداخته شده و اینکه چه هستند، چه گرامری دارند، چه کاری انجام می‌دهند یا... مورد بررسی قرار گرفته است. همچنین در موارد بسیاری نکته‌هایی از شیوه استاندارد پایتون‌نویسی که توسط سند `PEP 8 <https://www.python.org/dev/peps/pep-0008>`__ به برنامه‌نویسان پایتون پیشنهاد می‌شود نیز آورده شده است؛ رعایت این اصول به یکدستی کدهای جامعه پایتون کمک می‌کند. [#f1]_
+
+سینتکس (`Syntax <https://en.wikipedia.org/wiki/Syntax_(programming_languages)>`_) مجموعه‌ای از قواعد است که چگونگی برنامه‌نویسی به یک زبان مشخص را تعریف می‌کند؛ برای نمونه اینکه یک متن چطور نوشته شود که توسط مفسر پایتون به عنوان توضیح در نظر گرفته شود یا یک شی رشته، به رعایت سینتکس تعریف شده در پایتون بستگی دارد و چنانچه مفسر نتواند متن را با هیچ قاعده‌ تعریف شده‌ای مطابقت دهد یک استثنا گزارش خواهد شد. سینتکس پایتون تنها محدود به این درس نیست و موارد بسیار دیگری به مانند چگونگی تعریف اشیا گوناگون را در طی درس‌های آتی مشاهده خواهید کرد.
+
+
+:emoji-size:`✔` سطح: مقدماتی
+
+----
+
+.. contents:: سرفصل‌ها
+    :depth: 2
+
+----
+
+
+.. _python-lines: 
+
+
+سطرها
+------
+
+مفسر پایتون و همچنین کاربر، کدهای درون هر ماژول را در قالب تعدادی سطر می‌بینند؛ سطرهای **فیزیکی** (Physical Lines) و **منطقی** (Logical Lines). سطرهای فیزیکی در واقع همان سطرهایی است که توسط ویرایشگرهای متن شماره‌گذاری می‌شوند و به راحتی توسط کاربر قابل تشخیص هستند ولی سطرهای منطقی برداشت مفسر از اجزای برنامه است؛ هر سطر منطقی بیانگر یک دستور (Statement) پایتون است. برای نمونه دستور انتساب (Assign):
+
+.. code-block:: python
+    :linenos:
+
+    msg = "Hello World!"
+    print(msg)
+
+در نمونه کد بالا: سطر یکم، یک دستور انتساب (Assign) را نشان می‌دهد؛ این دستور مقدار سمت راست خودش را به متغیر ``msg`` نسبت می‌دهد. کم و بیش با دستور سطر دوم نیز آشنا هستید، این دستور با فراخواندن تابع ``print`` مقدار مربوط به متغیر دریافتی را بر روی خروجی نمایش می‌دهد. در اینجا دو دستور یعنی دو سطر منطقی وجود دارد که هر یک در قالب یک سطر فیزیکی پیاده‌سازی شده است. 
+
+هر چند که پیشنهاد می‌شود همیشه هر سطر فیزیکی تنها شامل یک سطر منطقی باشد ولی یک سطر فیزیکی را می‌توان شامل چند سطر منطقی نیز در نظر گرفت:
+
+.. code-block:: python
+    :linenos:
+
+    msg = "Hello World!"; print(msg)
+
+در این حالت می‌بایست سطرهای منطقی (یا همان دستور‌ها)، توسط کاراکتر ``;`` (Semicolon) از یکدیگر جدا گردند. 
+
+گاهی نیز بهتر است برای خوانایی بیشتر، یک سطر منطقی را در قالب چند سطر فیزیکی پیاده‌سازی نماییم:
+
+.. code-block:: python
+    :linenos:
+
+    msg = "Python Programming \
+    Language."  # This is a message.
+    print(msg)
+
+در نمونه کد بالا: دو سطر فیزیکی نخست از دید مفسر به شکل تنها یک سطر منطقی دیده می‌شود. در پایتون برای شکستن یک دستور در چند سطر فیزیکی از کاراکتر ``\`` (Backslash) استفاده می‌گردد. البته توجه داشته باشید که از ``\`` نمی‌توان برای شکستن سطر توضیح (Comment) استفاده کرد و همچنین نمی‌توان پس از آن هیچ توضیحی درج کرد.
+
+.. tip::
+    [`PEP 8 <https://www.python.org/dev/peps/pep-0008>`__]: طول هر سطر فیزیکی نباید از ۷۹ کاراکتر بیشتر شود. برای متن‌های طولانی نیز مانند توضیح (Comment) و Docstring طول هر سطر فیزیکی باید حداکثر ۷۲ کاراکتر در نظر گرفته شود.
+
+برای خوانایی بیشتر بهتر است دستور‌های طولانی شکسته شوند. دستورهایی که شامل ``{ }``، ``[ ]`` و ``( )`` هستند را می‌توان بدون استفاده از ``\`` شکست و در قالب چند سطر فیزیکی نوشت:
+
+.. code-block:: python
+    :linenos:
+
+    month_names = ['Januari', 'Februari', 'Maart',      # These are the
+                   'April',   'Mei',      'Juni',       # Dutch names
+                   'Juli',    'Augustus', 'September',  # for the months
+                   'Oktober', 'November', 'December']   # of the year
+
+که در این حالت برخلاف استفاده از ``\`` می‌توان پس از شکستن سطرها، توضیح نیز اضافه کرد. 
+
+«**سطرهای خالی**» (Blank lines): سطری که تنها حاوی فضای خالی (Spaceها یا Tabها) باشد، توسط مفسر نادیده گرفته می‌شود و به بایت‌کد ترجمه نمی‌گردد. از این سطرها می‌توان برای خوانایی بیشتر کدها بهره گرفت - مانند سطر سوم در نمونه کد پایین:
+
+.. code-block:: python
+    :linenos:
+
+    def power(a, b):
+        return a ** b
+
+    print power(2, 3)
+
+
+.. _python-documentation: 
+
+مستند‌سازی
+-----------
+هر چند اساس طراحی زبان پایتون بر خوانایی بالای کد است ولی «مستندسازی» (Documentation) برنامه یعنی استفاده از امکاناتی همچون ارایه توضیح در کدها می‌تواند به درک و خوانایی هر چه بهتر کدهای برنامه برای مراجعات آینده برنامه‌نویس و افراد دیگری که می‌خواهند بر روی توسعه آن فعال باشند یا از آن استفاده کنند نیز بسیار مفید خواهد بود. در این بخش به بررسی دو امکان درج **Comment** و **Docstring** برای مستند‌سازی برنامه می‌پردازیم.
+
+.. _python-comment: 
+
+توضیح
+~~~~~~~
+یک «**توضیح**» (Comment) در زبان پایتون توسط کاراکتر ``#`` آغاز می‌شود و با پایان سطر فیزیکی هم پایان می‌پذیرد. توضیح‌ها نیز مانند سطرهای خالی توسط مفسر نادیده گرفته شده و به بایت‌کد ترجمه نمی‌شوند. 
+
+هدف از نوشتن توضیح در میان کدها، شرح منطق یک تکه کد است و اینکه کد مورد نظر چرا نوشته شده و چه کاری انجام می‌دهد. گاهی نیز از ویژگی توضیح (اینکه توسط مفسر نادیده گرفته می‌شود) برای غیرفعال کردن کدها بهره گرفته می‌شود. توضیح نقش زیادی در خوانایی کدها دارد و استفاده مرتب از آن پیشنهاد می‌شود. 
+
+توضیح در پایتون تنها به شکل تک سطری تعریف شده است و برای درج توضیح‌هایی با بیش از یک سطر فیزیکی باید توجه داشت که هر سطر به صورت جداگانه می‌بایست با ``#`` آغاز شود. 
+
+.. tip::
+    [`PEP 8 <https://www.python.org/dev/peps/pep-0008>`__]: متن توضیح‌ با یک فضای خالی (Space) بعد از ``#`` آغاز شود. در توضیح‌های چند سطری برای جداسازی پاراگراف‌ها از یک سطر توضیح بدون متن (سطری خالی که با ``#`` آغاز می‌شود) استفاده شود. هنگام درج توضیح در همان سطرهای دستور، توضیح حداقل به اندازه دو فضای خالی از انتهای دستور فاصله داده شود.
+
+.. code-block:: python
+    :linenos:
+
+    # This is a comment, it helps you to understand the code later on.
+    # Anything that comes after the # symbol is ignored by Python.
+
+    print("I could have code like this.")   # This comment explains that the following comment will be ignored.
+
+    # You can also use a comment to temporarily "disable" or comment out a piece of code:
+    # print ("This won't run.")
+
+    print("This will run.")
+
+.. _python-docstring: 
+
+Docstring
+~~~~~~~~~~
+
+در کنار «توضیح»؛ **”Docstring“** نیز امکان دیگری در پایتون برای ارایه توضیح بیشتر درباره کدهای برنامه است. متن Docstring توسط سه علامت نقل قول (``"""`` یا ``'''``) شروع و پایان می‌یابد [`PEP 257 <https://www.python.org/dev/peps/pep-0257/>`_] و معمولا از آن به عنوان نخستین دستور در ماژول، کلاس، تابع و متد استفاده می‌شود.  Docstring توسط مفسر نادیده گرفته **نمی‌شود** و در زمان اجرا نیز با استفاده از صفت ``__doc__`` قابل دستیابی است:
+
+.. code-block:: python
+    :linenos:
+
+    def complex(real=0.0, imag=0.0):
+        """Form a complex number.
+
+        Keyword arguments:
+        real -- the real part (default 0.0)
+        imag -- the imaginary part (default 0.0)
+        """
+
+.. code-block:: python
+
+    >>> complex.__doc__
+    'Form a complex number.\n\n    Keyword arguments:\n    real -- the real part (default 0.0)\n    imag -- the imaginary part (default 0.0)\n    '
+
+    >>> print(complex.__doc__)
+    Form a complex number.
+
+        Keyword arguments:
+        real -- the real part (default 0.0)
+        imag -- the imaginary part (default 0.0)
+    
+    >>> 
+
+.. caution:: 
+    ``n\`` بیانگر پایان سطر جاری و رفتن به سطر بعدی است - برای مشاهده درست این چنین متن‌هایی که حاوی ``n\`` هستند می‌بایست از ``print`` استفاده نمایید.
+
+مخاطب متن «توضیح‌» موجود در کد، کاربرانی می‌باشند که آن کد را توسعه می‌دهند در حالی که مخاطب اصلی Docstring‌ها کاربرانی است که از کد مربوط به آن استفاده می‌کنند بنابراین Docstring باید به توضیح چگونگی استفاده از کد (به صورت خاص: ماژول، تابع، کلاس و متد) بپردازد.
+
+Docstring باید به عنوان دستور نخست درج گردد و این نکته برای یک ماژول در صورت وجود سطر اجرای مفسر به صورت پایین در نظر گرفته می‌شود::
+
+    #!/usr/bin/env python
+
+    """
+    Module docstring.
+    """
+
+    import [...]
+    [...]
+
+بسته‌ها (Packages) نیز می‌توانند Docstring داشته باشند؛ برای این منظور Docstring باید درون ماژول ``init__.py__`` نوشته شود.
+
+.. tip::
+    Docstring‌ها در هر جای دیگری از کدهای برنامه نیز به عنوان جایگزینی برای توضیح‌های چند سطری قابل استفاده هستند که در این حالت مفسر آن‌ها نادیده گرفته و دیگر قابل دستیابی نیستند.
+
+.. _python-indentation: 
+
+تورفتگی
+--------
+**بلاک‌بندی** در زبان پایتون توسط «**تورفتگی**» (Indentation) سطرها مشخص می‌گردد؛ این عمل در زبان‌هایی مانند C و Java توسط آکولاد ``{ }`` انجام می‌شود. تورفتگی در واقع عبارت است از میزان فضای خالی (Spaceها و Tabها) هر دستور از ابتدای سطر فیزیکی خود. نکته مهم این است که تمام دستورهای موجود در یک بلاک می‌بایست به یک میزان فاصله نسبت به سرآیند خود تورفتگی داشته باشند:
+
+.. code-block:: c
+
+    // C
+
+    if (x > y) {
+    x = 1;
+    y = 2;
+    }
+
+
+.. code-block:: python
+
+    # Python
+
+    if x > y:
+        x = 1
+        y = 2
+
+در تصویر پایین به شیوه تورفتگی‌ بلاک‌ها نسبت به سرآیند خود توجه نمایید:
+
+.. image:: /_static/lessons/l06-python-Indentation-block.png
+    :align: center
+
+.. tip::
+    [`PEP 8 <https://www.python.org/dev/peps/pep-0008>`__]: در ایجاد تورفتگی استفاده از کلید Space نسبت به کلید Tab ترجیح داده می‌شود - برای هر مرتبه تورفتگی از چهار کلید Space استفاده نمایید.
+
+روش رایج ایجاد تورفتگی استفاده از کلید Space است و سعی کنید هرگز به صورت ترکیبی از کلیدهای Sapce و Tab استفاده نکنید چرا که از نسخه 3 پایتون امکان استفاده ترکیبی از این دو کلید وجود ندارد! اگر مایل به استفاده از کلید Tab هستید باید به صورت یکدست تمام تورفتگی‌های برنامه خود را فقط با استفاده از آن ایجاد نمایید.
+
+اجباری به تورفتگی آن بخشی از دستورها که به سطرهای فیزیکی دیگر شکسته شده‌اند وجود ندارد اما بهتر است برای خوانایی بالاتر، این بخش‌ها را با کمی تورفتگی بیشتر نسبت به دستور‌های بدنه بلاک جاری نوشته شوند:
+
+.. code-block:: python
+    :linenos:
+
+    def long_function_name(
+            var_one, var_two, var_three,
+            var_four):
+        print(var_one)
+
+
+در دستورهایی به مانند پایین نیز ایجاد تراز آرگومان‌ها هم حالت مناسبی است:
+
+.. code-block:: python
+    :linenos:
+
+    foo = long_function_name(var_one, var_two,
+                             var_three, var_four)
+
+
+.. _python-statement: 
+
+دستور
+-------
+
+«**دستور**» (Statement) واحدی از کد است که شامل کلمه‌های کلیدی بوده، اجرا می‌گردد و کاری را به انجام می‌رساند. در پایتون دو نوع دستور وجود دارد: 
+
+دستورهای ساده (`Simple Statements <https://docs.python.org/3/reference/simple_stmts.html>`_): دستورهایی هستند که تنها در یک سطر منطقی پیاده‌سازی می‌شوند. مانند دستور ``import``، دستور انتساب، فراخوانی تابع و...
+
+دستورهای مرکب (`Compound Statements <https://docs.python.org/3/reference/compound_stmts.html>`_): گروهی از دستورها هستند که می‌توانند یک بخشی (مانند: دستور ``def`` - تعریف تابع) یا چند بخشی (مانند: دستور شرط  ``if`` / ``elif`` / ``else``) باشند؛ هر بخش (Clause) نیز شامل یک سرآیند (Header) و یک بدنه (Suite) است. هر سرآیند با یک کلمه کلیدی آغاز می‌شود و با یک ``:`` (Colon) نیز پایان می‌پذیرد. بدنه پس از سرآیند و با رعایت سطح تورفتگی بیشتر نسبت به آن نوشته می‌شود:
+
+.. code-block:: python
+    :linenos:
+
+    def binary_search(seq, key):
+        lo = 0
+        hi = len(seq) - 1
+        while hi >= lo:
+            mid = lo + (hi - lo) // 2
+            if seq[mid] < key:
+                lo = mid + 1
+            elif seq[mid] > key:
+                hi = mid - 1
+            else:
+                return mid
+        return False
+
+.. _python-identifier: 
+
+شناسه
+-------
+
+«**شناسه**» (**Identifier**) نامی است نمادین که به دلخواه کاربر تعیین و از آن برای شناسایی (identify) متغیر‌ها، توابع، کلاس‌ها، ماژول‌ها یا دیگر اشیا پایتون از یکدیگر استفاده می‌شود. انتخاب شناسه در پایتون نکاتی دارد که می‌بایست از سوی کاربر در نظر گرفته شود:
+
+* تنها با یکی از حروف بزرگ یا کوچک الفبا انگلیسی (``A..Z`` یا ``a..z``) یا کاراکتر ``_`` (Underscore) شروع شود.
+* در ادامه می‌تواند هیچ یا چند حرف الفبا انگلیسی (کوچک و بزرگ)، کاراکتر ``_`` و عدد (``9..0``) - با هر ترتیبی - آورده شود.
+* هیچ محدودیتی در طول شناسه وجود ندارد و می‌تواند از یک تا هر تعداد کاراکتر باشد.
+
+با یک نگاه حرفه‌ای‌تر، ساختار لغوی (Lexical) شناسه به شکل پایین بیان می‌شود [`اسناد پایتون <https://docs.python.org/3/reference/lexical_analysis.html#identifiers>`__]:
+
+::
+
+
+        identifier  ::=	(letter|"_") (letter | digit | "_")*
+        
+        letter      ::=	lowercase | uppercase
+        lowercase   ::=	"a"..."z"
+        uppercase   ::=	"A"..."Z"
+        digit       ::=	"0"..."9"
+
+.. caution:: 
+    در تعاریف `regex <https://en.wikipedia.org/wiki/Regular_expression>`_: از پرانتز ``( )`` برای گروه‌بندی استفاده می‌شود. نماد ``|`` به معنی **یا** می‌باشد و از آن برای جدا‌سازی دو عبارت متفاوت استفاده می‌شود. نماد ``*`` به معنی صفر بار تکرار یا بیشتر می‌باشد. [دروس پانزدهم و شانزدهم به بررسی Regular Expression اختصاص یافته است.]
+
+.. tip:: 
+  * استفاده از کاراکترهای خاص به مانند ``.``، ``!``، ``@``، ``#``، ``$``، ``%`` و... مجاز نمی‌باشد.
+  * استفاده از «فاصله» (Space) مجاز نمی‌باشد.
+  * استفاده از «خط تیره» (Hyphen) یعنی کاراکتر ``-`` برای جداسازی کلمه‌ها در نام **ماژول** مجاز است ولی پیشنهاد نمی‌شود.
+
+
+برای نمونه - چند شناسه درست::
+
+    a    _p    __var    MyClass    get_length    getLength    var2    var_2    S01E16 
+
+برای نمونه - چند شناسه نادرست::
+
+    me@mail    get.length    2_var    6    $var    4pi
+
+
+.. tip:: 
+  همانطور که از درس یکم می‌دانیم، پایتون یک زبان حساس به حرف (Case Sensitive) است و مفسر آن بین حروف کوچک (Lowercase) و بزرگ (Uppercase) به مانند a و A تمایز می‌گذارد.
+
+  برای نمونه، تمامی شناسه‌های CaR ،cAR ،CAr ،caR ،cAr ،Car ،car و CAR متفاوت با یکدیگر ارزیابی می‌شوند.
+
+
+در پایتون از تکنیکی به نام `Name Mangling <https://en.wikipedia.org/wiki/Name_mangling>`_ استفاده می‌شود. توسط این تکنیک و تنها با شیوه انتخاب شناسه‌ها، نقشی خاص به آن‌ها داده می‌شود:
+
+* شناسه خصوصی (Private) ماژول: اگر شناسه‌ای با یک کاراکتر ``_`` آغاز شود (و نه پایان پذیرد) توسط مفسر پایتون در این نقش ارزیابی می‌گردد. مانند: ``name_`` (و نه: ``_name_`` یا ``_name``)
+* شناسه خصوصی کلاس: اگر شناسه‌ای با دو کاراکتر ``_`` آغاز شود (و نه پایان پذیرد) توسط مفسر پایتون در این نقش ارزیابی می‌گردد. مانند: ``name__`` (و نه: ``__name__`` یا ``__name``)
+
+جدا از این مورد، در پایتون صفت‌ها (Attributes) و متدهای خاصی وجود دارد که از پیش تعریف گشته‌اند و برای مفسر مفهوم مشخصی دارند. شناسه این صفت‌ها و متدها با دو کاراکتر ``_`` آغاز می‌شود و همینطور پایان می‌پذیرد؛ درست به مانند صفت‌های ``__class__`` و ``__doc__`` که پیش از این استفاده کردیم.
+
+بنابراین به هنگام استفاده از کاراکتر ``_`` در شناسه (به خصوص در ابتدای آن) باید آگاهی کافی داشته باشیم. [به موارد اشاره شده در آینده پرداخته خواهد شد.]
+
+.. tip:: 
+    [`PEP 8 <https://www.python.org/dev/peps/pep-0008>`_]: شیوه استاندارد انتخاب شناسه برای کلاس‌، تابع، متد و متغیر به صورت پایین است:
+
+    * کلاس‌ها به شیوه PascalCase - یعنی تنها حرف نخست هر کلمه بزرگ باشد و کلمه‌ها بدون فاصله کنار هم قرار بگیرند -  نام‌گذاری شوند. مانند: AnimalClass ،Animal. 
+
+    * نام انتخابی برای یک تابع و متد‌ نیز باید تنها شامل حروف کوچک باشد و برای جداسازی کلمه‌ها از ``_`` استفاده شود. مانند: bubble_sort ،binary_search و... البته می‌توان از شیوه camelCase (همانند PascalCase با این تفاوت که حرف نخست کلمه یکم هم می‌بایست حرف کوچک باشد) نیز استفاده نماییم. مانند: bubbleSort ،binarySearch و...
+
+    * نام‌ متغیرها تنها شامل حروف کوچک باشد که کلمه‌های آن توسط ``_`` از یکدیگر جدا شده‌اند. مانند: body_color ،color و...
+
+برای شناسه‌های تک حرفی توجه داشته باشید که از انتخاب حروف l (اِل کوچک) و I (آی بزرگ) بهتر است اجتناب کنید زیرا این دو حرف در برخی فونت‌ها شبیه هم هستند و البته همینطور حرف O (اُ بزرگ) که می‌تواند شبیه به صفر باشد. 
+
+.. _python-keywords: 
+
+کلمه‌های کلیدی
+~~~~~~~~~~~~~~~
+نکته پایانی در مورد شناسه‌ها این است که: نمی‌توان یک شناسه را برابر با یکی از «**کلمه‌های کلیدی**» (keywords) پایتون انتخاب کرد. کلمه‌های کلیدی در واقع شناسه‌هایی هستند که از پیش برای مفسر پایتون تعریف شده‌اند و معنای مشخصی برای آن دارند. فهرست این کلمه‌های در پایتون به صورت پایین است:
+
+::
+
+    >>> help("keywords")
+    Here is a list of the Python keywords.  Enter any keyword to get more help.  
+
+      False               class               from                or
+      None                continue            global              pass
+      True                def                 if                  raise
+      and                 del                 import              return
+      as                  elif                in                  try
+      assert              else                is                  while
+      async               except              lambda              with
+      await               finally             nonlocal            yield
+      break               for                 not          
+
+در کتابخانه استاندارد پایتون ماژولی به نام ``keyword`` وجود دارد [`اسناد پایتون <https://docs.python.org/3/library/keyword.html>`__]::
+
+    >>> import keyword
+
+    >>> keyword.iskeyword(a)
+    False
+
+    >>> keyword.iskeyword("def")
+    True
+
+    >>> keyword.kwlist
+    ['False', 'None', 'True', 'and', 'as', 'assert', 'break', 'class', 'continue', 'def', 'del', 'elif', 'else', 'except', 'finally', 'for', 'from', 'global', 'if', 'import', 'in', 'is', 'lambda', 'nonlocal', 'not', 'or', 'pass', 'raise', 'return', 'try', 'while', 'with', 'yield']
+
+.. caution:: 
+    تابع ``()iskeyword`` بررسی می‌کند که آیا آرگومان دریافتی یکی از کلمه‌های کلیدی می‌باشد یا نه؛ در صورت تایید مقدار ``True`` را باز می‌گرداند. ``kwlist`` نیز در واقع یک شی لیست حاوی تمام کلمه‌های کلیدی است.
+
+شاید کنجکاو باشید تعداد کلمه‌های کلیدی پایتون را بدانید؛ برای این منظور نیازی به شمارش دستی نیست!::
+
+    >>> import keyword
+    >>> len(keyword.kwlist)
+    33
+
+.. caution:: 
+    تابع ``()len`` تعداد اعضای یک شی را باز می‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/functions.html#len>`__].
+
+
+.. tip:: 
+
+    تنها کلمه‌های کلیدی ``True`` ،``False`` و ``None`` با حرف بزرگ آغاز می‌شوند.
+
+
+.. tip:: 
+    [`PEP 8 <https://www.python.org/dev/peps/pep-0008>`_]: چنانچه می‌خواهید شناسه‌ای مشابه با یکی از کلمه‌های کلیدی انتخاب نمایید؛ می‌توانید این کار را با استفاده از یک ``_`` در انتهای کلمه مورد نظر به انجام برسانید. مانند: ``_def``
+
+.. _python-variable: 
+
+متغیر
+-------
+یک «**متغیر**» (Variable) در بیشتر زبان‌های برنامه‌نویسی به مانند C بیانگر محلی در حافظه می‌باشد که مقداری در آن قرار گرفته است. برای نمونه سه دستور پایین را در نظر بگیرید:
+
+.. code-block:: c
+
+    int a = 1;
+
+    a = 2;
+
+    int b = a;
+
+
+در نمونه کد بالا: دستور ``;int a = 1`` بیان می‌کند که محلی از حافظه به نام ``a`` برای نگهداری اعداد صحیح (integers) در نظر گرفته شود و مقدار ``1`` در آن قرار بگیرد؛ از این پس متغیر ``a`` معرف این نقطه از حافظه می‌باشد (درست به مانند یک جعبه) که اکنون حاوی مقدار ``1`` است (شکل پایین - یک). در ادامه دستور ``;a = 2`` باعث می‌شود مقدار پیشین  متغیر ``a`` حذف (از جعبه خارج) و مقدار جدید یعنی ``2`` در آن قرار داده شود (شکل پایین - دو). توجه داشته باشید که در این دسته زبان‌ها، نوع (type) توسط متغیر تعیین می‌گردد و تلاش برای قرار دادن نوع داده دیگری به غیر از ``int`` در متغیر ``a`` (به مانند ``3.7`` یا ``"string"``) باعث بروز خطا در زمان کامپایل می‌گردد. دستور سوم:‌ ``;int b = a`` در ابتدا باعث ایجاد یک محل جدید در حافظه با نام ``b`` و از نوع همان اعداد صحیح می‌شود و سپس مقدار درون متغیر ``a`` را درون آن کپی می‌کند؛ اکنون دو محل برای نگهداری نوع داده ``int`` در حافظه موجود است که هر دو حاوی مقدار ``2`` می‌باشند (شکل پایین - سه).
+
+
+.. image:: /_static/lessons/l06-c-variable.png
+    :align: center
+
+.. rubric:: ولی در پایتون:
+
+یک متغیر چیزی نیست جز یک **نام** که به یک **شی** مشخص در حافظه ارجاع (یا اشاره) دارد. تعریف متغیر در پایتون بسیار ساده است و تنها با انتساب (Assign) شی به یک نام ایجاد می‌گردد. نمادِ ``=``، عملگر (Operator) انتساب در پایتون است. در تعریف متغیر پایتون برخلاف آنچه در زبان C مشاهده کردیم ``;int a``،‌ نیازی به تعیین نوع برای آن نیست چرا که **نوع** (type) از روی **شی** تعیین می‌گردد و یک متغیر در طول زمان اجرا می‌تواند به شی‌هایی از انواع متفاوت ارجاع داشته باشد. برای نمونه سه دستور پایین را در نظر بگیرید::
+
+    a = 1
+
+    a = 2
+
+    b = a
+
+مفسر با رسیدن به دستور ``a = 1``، سه گام پایین را انجام می‌دهد:
+
+1. یک شی از نوع اعداد صحیح و مقدار ``1`` را در جایی از حافظه ایجاد می‌کند. چرا اعداد صحیح؟ نوع توسط شی تعیین می‌گردد و ``1`` عددی است صحیح!.
+#. متغیرِ (یا همان نامِ) ``a`` را در جایی دیگر از حافظه ایجاد می‌کند (البته در صورتی که قبلا ایجاد نشده باشد). 
+#. یک پیوند از متغیر ``a`` به شی ``1`` برقرار می‌کند. به این پیوند «ارجاع» (Reference) گفته می‌شود .
+
+.. image:: /_static/lessons/l06-python-variable-01.png
+    :align: center
+
+انتساب شی دیگری (که می‌تواند از هر نوع دیگری باشد) به یک متغیر موجود؛ باعث حذف ارجاع قبلی آن و ارجاع به شی جدید می‌شود. دستور ``a = 2`` باعث ایجاد شی ``2``، حذف ارجاع متغیر ``a`` به شی ``1`` و ایجاد ارجاعی جدید از متغیر ``a`` به شی ``2`` می‌شود. هر متغیر نامی است برای اشاره به یک شی؛ دستور ``b = a`` نیز می‌گوید: یک متغیر جدید با نام ``b`` ایجاد گردد و به همان شی‌ای ارجاع داشته باشد که متغیر ``a`` ارجاع دارد.
+
+ولی اکنون که ارجاعی به شی ``1`` وجود ندارد، با آن چه می‌شود؟
+
+هر شی شامل یک «**شمارنده ارجاع**» (Reference Counter) نیز هست؛ به این صورت که در هر لحظه تعداد ارجاع‌ها به آن شی را نشان می‌دهد و با هر ارجاع جدید به شی، یک واحد به آن اضافه می‌شود و با حذف هر ارجاع نیز یک واحد کاهش می‌یابد. چنانچه مقدار آن به صفر برسد، شی آن توسط تکنیک ”**Garbage Collection**“ پاک می‌گردد و مقدار حافظه‌ای که توسط شی مصرف شده بود آزاد می‌گردد. برای مشاهده تعداد ارجاع‌ها به یک شی می‌توان از تابع ``()getrefcount`` درون ماژول ``sys`` استفاده کرد [`اسناد پایتون <https://docs.python.org/3/library/sys.html#sys.getrefcount>`__].
+
+
+البته مفسر پایتون اعداد صحیح و رشته‌های کوچک را پس از اینکه مقدار شمارنده ارجاع‌ آن‌ها به صفر برسد از حافظه پاک نمی‌کند. هدف از این کار صرفه جویی در هزینه ایجاد این اشیا برای استفاده در آینده است. بنابراین در پاسخ به سوال بالا باید گفت که: شی ``1`` در حافظه باقی می‌ماند.
+
+::
+
+        >>> import sys
+        
+        >>> a = 1
+        >>> sys.getrefcount(1)
+        760
+        
+        >>> a = 2
+        >>> sys.getrefcount(1)
+        759
+        >>> sys.getrefcount(2)
+        96
+        
+        >>> b = a
+        >>> sys.getrefcount(2)
+        97
+
+
+در نمونه کد بالا همانطور که مشاهده می‌نمایید تعداد ارجاع‌ها به شی ``1`` و ``2`` خارج از حد انتظار است که نشان می‌دهد در پشت صحنه اجرای مفسر پایتون نیز ارجاع‌های دیگری به این اشیا وجود دارد. به کاهش و افزایش تعداد ارجاع‌ها در مثال بالا توجه نمایید.
+
+
+.. _python-multiple-assignment: 
+
+انتساب چندگانه
+~~~~~~~~~~~~~~~~
+امکان ایجاد همزمان چند متغیر یا انتساب‌های چندگانه در پایتون وجود دارد - بنابراین می‌توان چند متغیر که همگی به یک شی ارجاع دارند را تنها با یک دستور ایجاد کرد::
+
+    >>> a = b = c = "python"
+
+    >>> a
+    'python'
+    >>> b
+    'python'
+    >>> c
+    'python'
+
+برای انتساب اشیا متفاوت می‌بایست از ویرگول (Comma) و تنها یک عملگر انتساب (``=``) استفاده نماییم - توجه داشته باشید که تعداد عناصر دو طرف عملگر انتساب می‌بایست برابر باشد::
+
+
+    >>> a, b, c, d = 1, 4.5, "python", 2
+
+    >>> a
+    1
+    >>> b
+    4.5
+    >>> c
+    'python'
+    >>> d
+    2
+ 
+یکی از کاربردهای انتساب چندگانه این است که می‌توان اشیا دو متغیر را به سادگی و تنها با یک سطر دستور با یکدیگر عوض کرد::
+
+    >>> a = 1
+    >>> b = 2
+
+    >>> a, b = b, a
+
+    >>> a
+    2
+    >>> b
+    1
+
+.. _python-constant: 
+
+ثابت
+~~~~~~
+
+«**ثابت**» (Constant) به متغیری گفته می‌شود که مقدار آن همواره ثابت بوده و پس از تعریف دیگر امکان تغییر مقدار آن وجود ندارد. برای نمونه یک ثابت در زبان Java به شکل پایین تعریف می‌گردد - پس از دستور پایین هر گونه تلاش برای تغییر مقدار ثابت ``HOURS`` با خطا روبرو می‌گردد:
+
+.. code-block:: java
+    :linenos:
+
+    final int HOURS = 24;
+
+.. rubric:: در پایتون امکانی برای تعریف ثابت پیش‌بینی نشده است!. 
+
+علاوه بر امکان ایجاد ثابت‌ها برخی موارد دیگر نیز در پایتون نادیده گرفته شده است. در واقع فرض پایتون بر این است که کاربران او افراد باهوشی هستند که از پس مشکلات برمی‌آیند؛ در نتیجه می‌گوید: من به کاربرانم اعتماد دارم پس نیازی نیست که تمام کارها را من برای آن‌ها انجام دهم، یک برنامه‌نویس باید بتواند ریسک کند!.
+
+ولی برای ایجاد ثابت می‌توانید متغیر‌های مورد نظر خود را در ماژولی جدا تعریف نمایید و در هر جایی که لازم بود با ``import`` آن به متغیرهای مورد نظر خود دسترسی یابید:
+
+.. code-block:: python
+    :linenos:
+ 
+    # File: constant.py
+    # Path: /home/user/Documents/MyModule
+
+    HOURS = 24
+
+.. code-block:: python
+
+    >>> import sys
+    >>> sys.path.append('/home/user/Documents/MyModule')
+
+    >>> import constant
+    >>> constant.HOURS
+    24
+
+البته اگر تغییر‌ناپذیر بودن متغیرها برایتان اهمیت ویژه دارد می‌توانید ماژولی حاوی کد پایین ایجاد نمایید [`منبع <https://www.safaribooksonline.com/library/view/python-cookbook/0596001673/ch05s16.html>`_]:
+
+.. code-block:: python
+    :linenos:
+
+    # File: constant.py
+    # Path: /home/user/Documents/MyModule
+
+    class _const:
+
+        class ConstError(TypeError): pass
+
+        def __setattr__(self, name, value):
+            if name in self.__dict__:
+                raise self.ConstError("Can't rebind const(%s)" % name)
+            self.__dict__[name] = value
+
+    import sys
+    sys.modules[__name__] = _const()
+
+.. code-block:: python
+
+    >>> import sys
+    >>> sys.path.append('/home/user/Documents/MyModule')
+
+    >>> import constant
+    >>> constant.HOURS = 24
+    >>> constant.HOURS
+    24
+    >>> constant.HOURS = 23
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+      File "/home/user/Documents/MyModule/constant.py", line 10, in __setattr__
+        raise self.ConstError("Can't rebind const(%s)" % name)
+    constant.ConstError: Can't rebind const(HOURS)
+    >>> constant.HOURS
+    24
+
+
+درک کد کلاس ``const_`` نیاز به مطالعه دروس مربوط به شی‌گرایی و استثنا‌ها را دارد (Exceptions) دارد. ولی برای توضیحی کوتاه در این درس باید گفت که: 
+
+    مفسر پایتون برای اینکه بداند کدام نام به کدام مقدار یا شی ارجاع دارد از ساختاری مشابه ``{... ,name : value}`` که به نوع دیکشنری (Dictionary) معروف است استفاده می‌کند؛ صفت‌های هر شی و مقدار‌ آن‌ها نیز توسط چنین ساختاری نگهداری می‌شود که برای مشاهده این دیکشنری که در واقع همان فهرستی از صفت‌‌‌های هر شی به همراه مقدار آن‌هاست می‌توانید از صفت ویژه ``__dict__`` استفاده نمایید. متد ``__setattr__`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__setattr__>`__] از متدهای ویژه است - این متدها امکانی هستند تا بتوانیم برای مواقعی خاص، رفتارهای مشخصی را تعریف نماییم - ``__setattr__`` هر زمان که به یکی از صفت‌های شی‌ای از کلاس مقداری نسبت داده شود به صورت خودکار فراخوانی می‌گردد و وظیفه آن ذخیره صفت‌ها و مقدار آن‌ها در این دیکشنری است. 
+
+    در اینجا رفتار متد ``__setattr__`` کمی تغییر داده شده است به این صورت که بررسی می‌شود (سطر 9) چنانچه پیش از این صفت مورد نظر وجود نداشته باشد (یعنی: پیش از این هیچ مقداری به آن انتساب داده نشده است که بخواهد در فهرست باشد؛ تعریف متغیر را به یاد بیاورید) همراه با مقدار به فهرست صفت‌های شی افزوده خواهد شد (سطر 11)؛ در غیر این صورت یک خطا گزارش می‌گردد که باعث توقف اجرای متد شده و در نتیجه از درج جدید در فهرست که باعث تغییر مقدار صفت مورد نظر می‌گردد جلوگیری خواهد شد (سطر 10).
+
+    با ماژول‌ها هم در پایتون به صورت شی برخورد می‌شود، پس مفسر پایتون باید بداند کدام نام ماژول به کدام شی مربوط است؛ ``sys.modules`` یک دیکشنری حاوی تمام ماژول‌هایی است که در این لحظه از اجرای برنامه بارگذاری شده‌اند. ``[__sys.modules[__name`` به عضوی از این دیکشنری که نام آن ``__name__`` است اشاره دارد. می‌دانیم که ``__name__`` بیانگر نام ماژول جاری است؛ بنابراین عبارت ``[__sys.modules[__name`` معرف نامی است که به شی ماژول constant.py ارجاع دارد. دستور سطر 14 باعث می‌شود تا ارجاع این نام به ماژول حذف شود و در عوض به شی‌ای از کلاس ``const_`` نسبت داده شود که این عمل باعث حذف شی ماژول از حافظه می‌گردد (چون که دیگر ارجاعی به آن وجود ندارد). از طرفی می‌دانیم که با ``import`` هر ماژول، تمام محتویان آن اجرا می گردد؛ با ``import`` ماژول constant.py و پس از اجرای کدهای آن به ويژه سطر 14 همانطور که گفته شده ماژول مربوطه حذف می‌شود ولی کدهای آن هنوز در بایت‌کد باقی است. بنابراین پس از ``import`` می‌توان به آسانی از نام ماژول که اکنون ارجاع به شی‌ای از کلاس ``const_`` دارد برای ایجاد صفت‌ها که حکم ثابت‌های ما را دارند استفاده کرد. [تمام این مفاهیم در آینده به صورت کامل بررسی خواهد شد]
+
+.. tip:: 
+    [`PEP 8 <https://www.python.org/dev/peps/pep-0008>`_]: برای نام‌گذاری ثابت‌ها (Constants) تنها از حروف بزرگ و برای جداسازی کلمه‌ها نیز از ``ـ`` استفاده شود. مانند: MAX_OVERFLOW ،TOTAL و...
+
+.. _python-none: 
+
+NoneType
+----------
+
+[`None <https://docs.python.org/3/library/constants.html#None>`_] یک شی آماده و بدون مقدار در پایتون است::
+
+    >>> n = None
+
+    >>> type(n)
+    <class 'NoneType'>
+
+    >>> print(n)
+    None
+
+    >>> import sys
+    >>> sys.getsizeof(a)
+    16
+
+    >>> n = 5
+    >>> type(n)
+    <class 'int'>
+
+این شی را می‌توان معرف مقدار هیچی یا ``null`` در پایتون نیز در نظر گرفت. یک کاربرد مهم از این شی در زمانی است که می‌خواهیم یک متغیر بدون مقدار اولیه ایجاد و مقداردهی را بر اساس شرایطی دیگر در ادامه برنامه تعریف نماییم.
+
+این شی کاربردهای فراوانی دارد که به مرور با آن‌ها آشنا خواهید شد.
+
+
+.. _python-operators: 
+
+عملگر‌ها
+--------
+«**عملگر**» (Operator) به نمادی گفته می‌شود که عمل مشخصی را بر روی اشیا به انجام می‌رساند؛ به مانند عملگر انتساب ``=`` که پیش از این بررسی شد. همچنین به اشیایی که عملگر‌ بر روی آن‌ها عملی را به انجام می‌رساند «**عملوند**» (Operand) گفته می‌شود. عملگرها دارای انواع مختلفی هستند که در ادامه بررسی خواهیم کرد.
+
+
+.. _python-arithmetic-operators: 
+
+عملگرهای حسابی (Arithmetic Operators)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+``+`` ``-`` ``*`` ``**`` ``/`` ``//`` ``%``
+
+* ``+`` جمع (Addition): مقدار عملوندهای دو طرف خود را با یکدیگر جمع می‌کند. ``2 + 1`` حاصل: 3
+* ``-`` تفریق (Subtraction): مقدار عملوند سمت راست را از مقدار عملوند سمت چپ خود منها می‌کند: ``4 - 7`` حاصل: 3
+* ``*`` ضرب (Multiplication): مقدار عملوندهای دو طرف خود را در یکدیگر ضرب می‌کند: ``2 * 5`` حاصل: 10
+* ``**`` توان (Exponent): مقدار عملوند سمت چپ را به توان مقدار عملوند سمت راست خود می‌رساند. ``3 ** 2`` حاصل: 8
+* ``/`` تقسیم (Division): مقدار عملوند سمت چپ را بر مقدار عملوند سمت راست خود تقسیم می‌کند و خارج قسمت را برمی‌گرداند::
+
+    >>> 7 / 3              
+    2.3333333333333335   
+    >>> 12 / 3        
+    4.0              
+    >>> 6.0 / 2          
+    3.0         
+
+* ``//`` تقسیم گردشده پایین (Floor Division): مقدار عملوند سمت چپ را بر مقدار عملوند سمت راست خود تقسیم می‌کند و خارج قسمت را با حذف مقدار اعشاری (در صورت وجود) برمی‌گرداند. حاصل این عملگر برای اعداد صحیح به صورت یک عدد صحیح محاسبه می‌گردد، به نتایج نمونه کد پایین توجه نمایید::
+
+    >>> 7 // 3        
+    2                      
+    >>> 12 // 3     
+    4               
+    >>> 6.0 // 2     
+    3.0            
+    >>> 7.0 // 3       
+    2.0              
+    
+
+* ``%`` باقی‌ مانده (Modulus): مقدار عملوند سمت چپ را بر مقدار عملوند سمت راست خود تقسیم می‌کند و باقی‌ مانده را برمی‌گرداند. ``3 % 7`` حاصل: 1
+
+
+.. _python-comparison-operators: 
+
+عملگرهای مقایسه‌ (Comparison Operators)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+``==`` ``=!`` ``<>`` ``<`` ``>`` ``=<`` ``=>``
+
+* ``==`` برابر (Equal): چنانچه مقدار عملوندهای دو طرف برابر باشند، ``True`` را برمی‌گرداند. ``1 == 3`` : False
+* ``=!`` نابرابر (Not Equal): چنانچه مقدار عملوندهای دو طرف برابر نباشند، ``True`` را برمی‌گرداند. ``1 =! 3`` : True
+* ``<`` بزرگتر از (Greater Than): چنانچه مقدار عملوند سمت چپ بزرگتر از مقدار عملوند سمت راست آن باشد، ``True`` را برمی‌گرداند. ``5 < 3`` : False 
+* ``>`` کوچکتر از (Less Than): چنانچه مقدار عملوند سمت چپ کوچکتر از مقدار عملوند سمت راست آن باشد، ``True`` را برمی‌گرداند. ``5 > 3`` : True 
+* ``=<`` برابر یا بزرگتر از (Greater Than or Equal): چنانچه مقدار عملوند سمت چپ برابر یا بزرگتر از مقدار عملوند سمت راست آن باشد، ``True`` را برمی‌گرداند. ``5 =< 7`` : True 
+* ``=>`` برابر یا کوچکتر از (Less Than or Equal): چنانچه مقدار عملوند سمت چپ برابر یا کوچکتر از مقدار عملوند سمت راست آن باشد، ``True`` را برمی‌گرداند. ``5 => 7`` : False 
+
+
+.. _python-assignment-operators: 
+
+عملگرهای انتساب (Assignment Operators)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+* ``=`` عملوند سمت راست را به عملوند سمت چپ خود نسبت می‌دهد. چنانچه یک عبارت محاسباتی در سمت راست باشد، حاصل آن را به عملوند سمت چپ نسبت می‌دهد::
+    
+    >>> a = 3
+
+    >>> b = 2
+
+    >>> c = a + b
+    >>> c
+    5
+
+* ``=+`` ``=-`` ``=*`` ``=**`` ``=/`` ``=//`` ``=%`` عملگرهای ترکیبی (انتساب حسابی): این عملگرها ابتدا عمل مربوط به عملگر حسابی را بر روی مقدار عملوندهای دو طرف خود به انجام می‌رسانند و سپس حاصل را به عملوند سمت چپ نسبت می‌دهند::
+
+    >>> a += b
+    >>> a
+    5
+
+  ::
+
+    >>> a -= b
+    >>> a
+    1
+
+  ::
+
+    >>> a *= b
+    >>> a
+    6
+
+  ::
+
+    >>> a **= b
+    >>> a
+    9
+
+  ::
+
+    >>> a /= b 
+    >>> a 
+    1.5 
+
+
+.. _python-bitwise-operators: 
+
+عملگرهای بیتی (Bitwise Operators)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+``&`` ``|`` ``^`` ``~`` ``>>`` ``<<``
+
+این دسته از عملگرها، عمل مشخصی را بر روی تک تک بیت‌های عملوند‌(ها) انجام می‌دهند. در پایتون برای استفاده از این عملگرها لزومی به تبدیل اعداد به پایه دو (دودویی یا باینری Binary) وجود ندارد ولی در اینجا برای مشاهده بهتر عملکرد آن‌ها از اعداد دودویی استفاده کرده‌ایم. در زبان پایتون اعداد پایه دو همواره می‌بایست با یک ``0b`` شروع شوند::
+
+    >>> a = 0b0011
+    >>> a
+    3
+    >>> b = 0b0010
+    >>> b
+    2  
+
+از تابع ``()bin`` می‌توان برای به دست آوردن مقدار دودویی یک عدد ده‌دهی استفاده کرد؛ البته توجه داشته باشید که این تابع مقدار دودویی را در قالب متنی (نوع String) بر می‌گرداند - نکته دیگر اینکه در حالت تعاملی پایتون با وارد کردن اعداد دودویی، خروجی ده‌دهی به دست می‌آید::
+
+    >>> bin(10)
+    '0b1010'
+
+    >>> type(bin(10))
+    <class 'str'>
+
+    >>> 0b1010
+    10
+
+
+* ``&``: معادل AND بیتی است - تنها بیت‌هایی از خروجی آن ``1`` خواهند بود که هر دو بیت متناظر از عملوندهای آن ``1`` باشند::
+
+    >>> a & b                  0000 0011  
+    2                          0000 0010
+                        (AND) ----------- 
+                               0000 0010  = 2
+
+
+* ``|``: معادل OR بیتی است - تنها بیت‌هایی از خروجی آن ``0`` خواهند بود که هر دو بیت متناظر از عملوندهای آن ``0`` باشند::
+
+    >>> a | b                  0000 0011  
+    3                          0000 0010
+                         (OR) ----------- 
+                               0000 0011  = 3
+
+* ``^``: معادل XOR بیتی است - تنها بیت‌هایی از خروجی آن ``1`` خواهند بود که هر دو بیت متناظر از عملوندهای آن مخالف یکدیگر باشند::
+
+    >>> a ^ b                  0000 0011  
+    1                          0000 0010
+                        (XOR) ----------- 
+                               0000 0001  = 1
+
+* ``~`` معادل NOT بیتی و تک عملوندی است - هر یک از بیت‌های عملوند خود را از ``0`` به ``1`` و برعکس تبدیل می‌کند::
+
+    >>> ~ a                    0000 0011  
+    -4                  (NOT) -----------
+                               1111 1100
+
+  یک شیوه برای نمایش اعداد علامت دار دودویی، همین عمل یعنی برعکس کردن بیت‌ها (0 به 1 و 1 به 0) است که به آن نمایش «مکمل یک» (`One's Complement <https://en.wikipedia.org/wiki/Ones%27_complement>`_) اعداد دودویی گفته می‌شود. ولی مفسر پایتون به صورت پیش‌فرض اعداد علامت دار را به شیوه رایج دیگری ارزیابی می‌کند که به نام نمایش «مکمل دو» (`Two's Complement <https://en.wikipedia.org/wiki/Two%27s_complement>`_) شناخته می‌شود؛ در این روش پس از برعکس شدن بیت‌ها، حاصل با عدد ``1`` جمع می‌شود. بنابراین در نمونه کد بالا حاصل ``NOT`` عدد ``a`` برابر ``11111100`` می‌شود که نمایش عدد ``4 -`` در پایه دو به شیوه مکمل دو است::
+
+
+    n = 3                       0000 0011  
+    3 = 0000 0011        (NOT) -----------
+                                1111 1100  = -3 (in One’s Complement)
+                                           = -4 (in Two’s Complement)
+
+
+  ::
+
+
+    Two’s Complement
+
+    n = 4                       0000 0100 
+    4 = 0000 0100        (NOT) ----------- 
+                                1111 1011         
+                                        1                  
+                         ( + ) -----------          
+                                1111 1100  = -4 
+
+
+  می‌توان مقدار ``a ~`` را برابر حاصل عبارت ``1 - a-`` در نظر گرفت. بنابراین::
+
+      >>> ~ a + 1
+      -3
+
+* ``>>`` شیفت چپ (Left Shift): بیت‌های عملوند سمت چپ را به مقدار عملوند سمت راست خود به سمت **چپ** جابه‌جا می‌کند - مکان‌های رد شده با صفر مقداردهی می‌شوند::
+
+    >>> a << 3                  0000 0011
+    24                   (LSH) -----------
+                                0001 1000  = 24
+
+
+* ``<<`` شیفت راست (Right Shift): بیت‌های عملوند سمت چپ را به مقدار عملوند سمت راست خود به سمت **راست** جابه‌جا می‌کند - مکان‌های رد شده با صفر مقداردهی می‌شوند::
+
+    >>> a = 88                  0101 1000
+    >>> a >> 3           (RSH) -----------
+    11                          0000 1011  = 11
+
+* ``=&`` ``=|`` ``=^`` ``=>>`` ``=<<`` عملگرهای ترکیبی (انتساب بیتی): این عملگرها ابتدا عمل مربوط به عملگر بیتی را بر روی عملوندهای دو طرف خود به انجام می‌رسانند و سپس حاصل را به عملوند سمت چپ نسبت می‌دهند.
+
+
+.. _python-logical-operators: 
+
+عملگرهای منطقی (Logical Operators)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+این عملگرها عبارتند از  ``not`` ``or`` ``and`` که در دستورات شرطی کاربرد دارند. عملگرهای منطقی عملوند‌های خود را بر اساس ارزش‌‌های ``True`` (درست) و ``False`` (نادرست) مورد ارزیابی قرار می‌دهند و نتایج خود را بر اساس جدول پایین برمی‌گردانند. عملگر ``not`` تک عملوندی است.
+
+
+ .. container:: table-ltr
+
+    =====  ======   ========   ======   ======  ======
+    a       b        a and b   a or b   not a   not b  
+    =====  ======   ========   ======   ======  ======
+    True    False    False     True     False   True   
+    
+    False   True     False     True     True    False  
+    
+    False   False    False     False    True    True   
+    
+    True    True     True      True     False   False 
+    =====  ======   ========   ======   ======  ======
+
+عملگر ``and`` تنها زمانی که هر دو عملوند آن ارزش True داشته باشند، ``True`` را بر می‌گرداند. عملگر ``or`` تنها زمانی که هر دو عملوند آن ارزش  False داشته باشند، ``False`` را برمی‌گرداند. عملگر ``not`` نیز ارزش عملود خود را برعکس می‌کند (True به False و False به True).
+
+
+
+.. _python-membership-operators: 
+
+عملگرهای عضویت (Membership Operators)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+شامل دو عملگر ``in`` و ``not in`` می‌باشد که از آن‌ها برای بررسی وجود یک مقدار در میان اعضای یک دنباله (sequence مانند: رشته، لیست و...) استفاده می‌شود.
+
+* ``in``: اگر مقدار عملوند سمت چپ خود را در عملوند سمت راست **بیابد**، ``True`` و در غیر این صورت ``False`` را بر می‌گرداند.
+* ``not in``: اگر مقدار عملوند سمت چپ خود را در عملوند سمت راست **نیابد**، ``True`` و در غیر این صورت ``False`` را بر می‌گرداند.
+
+::
+
+    >>> "py" in "python"
+    True
+    >>> 1 in [1, 2, 3]
+    True
+    >>> "s" not in "python"
+    True
+    >>> 3 not in [1, 2, 3]
+    False
+
+
+
+.. _python-identity-operators: 
+
+عملگرهای هویت (Identity Operators)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+شامل دو عملگر ``is`` و ``is not`` است که از آن‌ها برای بررسی یکی بودن دو شی استفاده می‌شود. 
+
+* ``is``: اگر هر دو عملوند به یک شی ارجاع **داشته** باشند، ``True`` و در غیر این صورت ``False`` را بر می‌گرداند.
+* ``is not``: اگر هر دو عملوند به یک شی ارجاع  **نداشته** باشند، ``True`` و در غیر این صورت ``False`` را بر می‌گرداند.
+
+::
+
+    >>> a = 3
+
+    >>> a is 3
+    True
+
+
+.. _python-walrus-operator: 
+
+عملگر‌ شیرماهی (Walrus Operator)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+از نسخه **3.8 پایتون** یک عملگر جدید به نام Assignment Expressions یا Walrus Operator به سینتکس پایتون اضافه شده است. [`PEP 572 <https://www.python.org/dev/peps/pep-0572/>`__]. نمایش این عملگر به شکل ``=:`` (شبیه دو چشم و عاج یک شیرماهی! [`تصویر <https://en.wikipedia.org/wiki/Walrus#/media/File:Pacific_Walrus_-_Bull_(8247646168).jpg>`__]) می‌باشد و به ما این امکان را می‌دهد که عملیات انتساب و بازگرداندن مقدار را به صورت همزمان به انجام برسانیم. به نمونه کد زیر توجه نمایید::
+
+    >>> walrus = False
+    >>> print(walrus)
+    False
+
+::
+
+        >>> print(walrus := True)  # Python >= 3.8
+        True
+
+        >>> walrus
+        True
+
+دو نمونه کد بالا عملکرد یکسانی دارند با این تفاوت که در نمونه دوم تنها با استفاده یک سطر کد، متغیر ``walrus`` با انتساب مقدار ``True`` ایجاد و سپس به تابع ``print`` ارسال می‌گردد.
+
+
+
+.. _python-operator-precedence: 
+
+ترتیب اجرای عملگرها (Operator Precedence)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+چنانچه عبارتی شامل چندین عملگر باشد؛ اینکه ابتدا عمل کدامیک بررسی شود، در حاصل نتیجه تاثیر‌گذار خواهد بود. هر کدام از عملگرها از دید مفسر پایتون دارای حق تقدم متفاوتی است (مانند دیگر زبان‌های برنامه‌نویسی). بنابراین همواره هنگام درج یک عبارت، می‌بایست به میزان تقدم آن‌ها نیز توجه کرد. در بخش پایین به بررسی اولویت عملگرها خواهیم پرداخت - اولویت از بالا به پایین کاهش میابد:
+
+.. code-block:: python
+    :linenos:
+
+    ( )               # پرانتز
+    **
+    ~
+    -       +         # منفی و مثبت
+    *       /       //      %  
+    -       +         # بعلاوه و منها
+    <<      >>
+    &       ^       |
+    ==      !=      <>
+    <       <=      >       >=
+    =       **=     /=      //=      %=      *=      -=      +=
+    is      is not
+    in      in not
+    not     and     or
+           
+        
+
+پرانتز بالاترین اولویت را دارد به این معنی که هر عبارتی داخل آن قرار بگیرد اولویت بیشتری برای بررسی خواهد داشت؛ در پرانتزهای تودرتو نیز اولویت داخلی‌ترین پرانتز از همه بیشتر است. چنانچه عبارتی شامل چند عملگر هم سطح باشد؛ اولویت عملگر ‌سمت چپ‌تر بیشتر است. به عبارت‌های پایین و حاصل آن‌ها توجه نمایید::
+    
+    >>> 4 + 2 - 3 + 2 * 5
+    13
+    >>> 4 + ((2 - 3) + 2) * 5
+    9
+    >>> 9 / 3 * 2
+    6.0
+    >>> 3 * 2 / 9
+    0.6666666666666666
+    >>> (5 - 3) ** (7 - 3)
+    16
+    >>> 4 + 3 ** 2 - 9 / 3 * 3
+    4.0
+    >>> 4 * 2 == 5 + 3
+    True
+
+
+.. _lesson-06-footer: 
+
+پی‌نوشت
+--------
+
+.. [#f1] پروژه‌ای متن‌باز به منظور ترجمه PEP8 به فارسی نیز راه‌اندازی شده است. برای مطالعه می‌توانید به نشانی [`شیوه‌نامه نگارش پایتون (PEP 8 فارسی) <https://pep8.ir>`_] مراجعه نمایید.
+
+
+|
+
+----
+
+:emoji-size:`😊` امیدوارم مفید بوده باشه
+
+
diff --git a/source/lessons/l07-numeric-types-in-python.rst b/source/lessons/l07-numeric-types-in-python.rst
index 2c77cf1..c73db58 100644
--- a/source/lessons/l07-numeric-types-in-python.rst
+++ b/source/lessons/l07-numeric-types-in-python.rst
@@ -1,842 +1,842 @@
-.. role:: emoji-size
-
-.. meta::
-  :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس هفتم: انواع داده در پایتون، عددی
-  :keywords: آموزش انواع عددی در پایتون، اعداد صحیح (integer) در پایتون، ممیز شناور float و double در پایتون، آموزش اعداد مختلط در پایتون (Complex Numbers)، نوع بولین bool یا boolean در پایتون، آموزش نوع داده کسر (fractions) در پایتون، آموزش نوع داده دسیمال (decimal) در پایتون، ب م م در پایتون
-
-
-.. _lesson-07.1: 
-
-درس ۰۷: انواع داده در پایتون: عددی
-===========================================================
-
-.. figure:: /_static/pages/07-python-built-in-data-types-0.jpg
-    :align: center
-    :alt: انواع داده در پایتون: عددی
-    :class: page-image
-
-    Photo by `Mick Haupt <https://unsplash.com/photos/ePHz9WOME0c>`__
-
-
-پایتون هر «نوع داده» (Data Type) را توسط یک کلاس ارایه می‌دهد؛ بنابراین هر داده یک نمونه یا یک شی از کلاسی مشخص است. هر چند برنامه‌نویس نیز می‌تواند با تعریف کلاس، نوع دلخواه خود را داشته باشد ولی در این درس می‌خواهیم درباره آن بخشی از انواع داده یا انواع شی‌ای که به شکل آماده (Built-in) در اختیار مفسر زبان پایتون قرار داده شده است صحبت کنیم. 
-
-در این بخش از درس هفتم تنها به بررسی «انواع شی عددی» در پایتون پرداخته می‌شود و انواع باقی مانده دیگر توسط بخش‌های بعدی بررسی خواهند شد. 
-
-با اینکه تلاش شده است جزییات کامل باشند ولی در برخی بخش‌ها مطالعه اسناد رسمی پایتون می‌تواند اطلاعات کامل‌تری را در اختیار شما قرار دهد. در مواقع بسیاری از تابع‌های آماده پایتون استفاده خواهد شد که ممکن است جزییاتی بیشتر از آنچه در این درس بیان می‌شود را داشته باشند؛ به همین دلیل لینک تعریف آن‌ها در اسناد پایتون نیز ارایه گشته است. نکته مهم در مطالعه این درس بررسی نمونه کدهاست که گاهی درک توضیحی که داده شده است بدون دقت در این نمونه کدها ناممکن خواهد بود.
-
-
-:emoji-size:`✔` سطح: مقدماتی
-
-----
-
-.. contents:: سرفصل‌ها
-    :depth: 2
-
-----
-
-
-.. _python-numeric-types: 
-
-انواع عددی
----------------
-
-
-در زبان پایتون دسته‌ای از انواع شی وجود دارد که برای کار با داده‌های عددی ایجاد گشته‌اند؛ از این جهت به عنوان «انواع عددی» (Numeric Types) شناخته می‌شوند. این انواع شی عبارتند از:
-
-* صحیح (Integer)
-* ممیز شناور (Floating-Point)
-* مختلط (Complex)
-* دسیمال (Decimal)
-* کسر (Fraction)
-* بولی (Boolean)
-
-*در ادامه به بررسی هر یک خواهیم پرداخت.*
-
-
-.. _python-integer-numbers: 
-
-صحیح (Integer)
----------------------
-
-
-این نوع از اشیا تمام اعداد مثبت و منفی بدون «ممیز اعشار» را شامل می‌شوند؛ مانند: ``1234``، ``26-`` و...
-
-از نسخه 3.0 پایتون اعداد صحیح تنها در قالب یک نوع ``int`` (بدون محدودیت اندازه) ارایه می‌گردد و::
-
-
-    >>> type(-3)
-    <class 'int'>
-
-    >>> a = 3
-    >>> type(a)
-    <class 'int'>
-
-اکنون در پایتون هیچ محدودیتی برای طول اعداد صحیح وجود ندارد، اما در صورت نیاز می‌توان با استفاده از ``sys.maxsize``، مقدار مرسوم برای بیشینه مقدار این دست از اعداد را به دست آورد::
-
-    >>> import sys
-
-    >>> sys.maxsize
-    9223372036854775807
-    >>> type(_)
-    <class 'int'>
-
-    >>> type(sys.maxsize + 1)
-    <class 'int'>
-
-
-.. note::
-    منظور از اندازه نامحدود اعداد این است که اندازه این اشیا تنها محدود به میزان حافظه‌ (Memory) آزاد بوده و تا هر اندازه‌ای که حافظه در دسترس باشد می‌توانند در محاسبات رشد داشته باشند.
-
-اعداد صحیح را می‌توان علاوه بر پایه ده؛ در پایه دو (Binary)، پایه هشت (Octal) و پایه شانزده (Hexadecimal) نیز در نظر گرفت. به این صورت که:
-
-* **اعداد پایه دو** می‌بایست با یک ``0b`` یا ``0B`` (صفر و حرف بی کوچک یا بزرگ) آغاز گردند؛ مانند: ``0b11`` که برابر عدد ``3`` در پایه ده است::
-
-    >>> a = 0b11
-    >>> type(a)
-    <class 'int'>
-    >>> a
-    3
-
-
-* **اعداد پایه هشت** می‌بایست با یک ``0o`` یا ``0O`` (صفر و حرف اُ کوچک یا بزرگ) آغاز گردند؛ مانند: ``0o14`` که برابر عدد ``12`` در پایه ده است::
-
-    >>> a = 0o14
-    >>> type(a)
-    <class 'int'>
-    >>> a
-    12
-
-* **اعداد پایه شانزده** می‌بایست با یک ``0x`` یا ``0X`` (صفر و حرف اِکس کوچک یا بزرگ) آغاز گردند؛ مانند: ``0xA5`` که برابر عدد ``165`` در پایه ده است::
-
-    >>> a = 0xA5
-    >>> type(a)
-    <class 'int'>
-    >>> a
-    165
-    >>> print(a)
-    165
-
-همانطور که در نمونه کدهای بالا نیز قابل مشاهده است؛ نوع شی صحیح در پایه‌های گوناگون تفاوتی ندارند (همان ``int`` است) و در پایتون تنها از یک سینتکس متفاوت برای مشخص کردن آن‌ها استفاده شده است. همچنین در هنگام وارد کردن این اشیا در حالت تعاملی یا استفاده از تابع ``print``، این اشیا در پایه ده نمایش داده می‌شوند.
-
-
-برای تبدیل یک عدد صحیح از پایه ده به هر یک از این پایه‌ها می‌توانید از تابع‌های آماده ``()bin`` [`اسناد پایتون  <http://docs.python.org/3/library/functions.html#bin>`__] برای تبدیل به پایه دو، ``()oct`` [`اسناد پایتون  <http://docs.python.org/3/library/functions.html#oct>`__] برای تبدیل به پایه هشت و ``()hex`` [`اسناد پایتون  <http://docs.python.org/3/library/functions.html#hex>`__] برای تبدیل به پایه شانزده استفاده نمایید. تنها توجه داشته باشید که خروجی هر یک از این تابع‌ها به صورت یک شی از نوع رشته یا String برگردانده می‌شود و نه یک نوع عددی::
-
-    >>> a = 3
-    >>> b = bin(a)
-    >>> b
-    '0b11'
-    >>> type(b)
-    <class 'str'>
-
-    >>> a = 12
-    >>> b = oct(a)
-    >>> b
-    '0o14'
-    >>> type(b)
-    <class 'str'>
-
-    >>> a = 165
-    >>> b = hex(a)
-    >>> b
-    '0xa5'
-    >>> type(b)
-    <class 'str'>
-
-و برای برگرداندن پایه اعداد صحیح به پایه ده می‌توان از کلاس ``()int`` [`اسناد پایتون  <http://docs.python.org/3/library/functions.html#int>`__] استفاده کرد. آرگومان‌های نمونه این کلاس به صورت ``(int(str, base`` می‌باشد؛ آرگومان یکم: str می‌بایست یک «رشته عددی» یعنی یک عدد صحیح (در هر پایه‌ای) داخل نمادهای نقل قول (Quotation) باشد که آرگومان دوم، پایه (Base) آن را مشخص می‌کند. در نهایت این کلاس یک شی ``int`` متناظر با آرگومان یکم ولی در پایه ده را برمی‌گرداند::
-
-    >>> a = 165
-
-    >>> type(a)
-    <class 'int'>
-
-    >>> b = hex(a)          # Converted to hexadecimal
-    >>> b
-    '0xa5'
-
-    >>> type(b)
-    <class 'str'>
-
-    >>> int(b, 16)           # str='0xa5' base=16
-    165
-
-    >>> type(int(b, 16))
-    <class 'int'>
-
-
-
-توجه داشته باشید که می‌توان اعداد را بدون حرف مشخص کننده پایه (``0x`` ``0o`` ``0b``) به این کلاس ارسال کنیم. همچنین از این کلاس می‌توان برای تبدیل **نوع** رشته‌های عددی در پایه ده به **عدد صحیح** استفاده کرد. مقدار پیش‌فرض آرگومان پایه ``10`` است؛ بنابراین در هنگام ارسال یک رشته عددی در این پایه، نیازی به ذکر پایه ``10`` نمی‌باشد::
-
-
-    >>> int("A5", 16)    # 0xA5
-    165
-
-::
-
-    >>> a = "56"
-
-    >>> type(a)
-    <class 'str'>
-
-    >>> int(a, 10)
-    56
-    >>> int(a)
-    56
-
-    >>> type(int(a))
-    <class 'int'>
-
-::
-
-    >>> int()
-    0
-
-*()int بدون آرگومان یک شی صفر از نوع صحیح را برمی‌گرداند.*
-
-.. note::
-    منظور از «رشته عددی»، رشته‌ای است که به گونه‌ای بتوان آن را به یک عدد ارزیابی نمود. مانند: ``"25"``، ``"0x2F"`` و... که بدیهی است قرار دادن رشته‌هایی همچون ``"0w55"`` و... - که به هیچ شکلی نمی‌توان آن‌ها را به عددی در پایتون ارزیابی نمود - در آرگومان ``()int`` موجب بروز خطا می‌گردد.
-
-
-همچنین برای به دست آوردن اندازه یا میزان حافظه گرفته شده توسط یک شی به واحد بایت (Byte) می‌توان از تابع ``()getsizeof`` [`اسناد پایتون  <http://docs.python.org/3/library/sys.html#sys.getsizeof>`__] درون ماژول ``sys`` استفاده نماییم - خروجی این تابع  برای دو شی صحیح دلخواه در یک نمونه کامپیوتر ۶۴ بیتی به صورت پایین است::
-
-    >>> import sys
-
-    >>> a = 1
-    >>> sys.getsizeof(a)
-    28
-    >>> sys.getsizeof(10**100)
-    72
-
-    >>> s = "1"
-    >>> sys.getsizeof(s)
-    50
-
-
-.. admonition:: تمرین
-    
-    برنامه‌ای بنویسید که حاصل جمع  تمام اعداد صحیح از یک تا 100 را محاسبه و در قالب یک عدد صحیح در خروجی نمایش دهد.
-       
-
-    ** `راهنمای ریاضی  <https://www.cuemath.com/sum-of-natural-numbers-formula/>`__
-
-
-.. _python-float-numbers: 
-
-ممیز شناور (float)
-----------------------
-
-تمام اعداد مثبت و منفی که شامل یک «ممیز اعشار» هستند در پایتون به صورت اشیایی با نوع ``float`` (معادل نوع ``double`` در زبان C) ارایه می‌شوند؛ مانند: ``3.1415``، ``.5`` (برابر ``5.0``) و... ::
-
-    >>> a = 3.1415
-    >>> type(a)
-    <class 'float'>
-
-    >>> import sys
-    >>> sys.getsizeof(a)
-    24
-
-جزییات این نوع با استفاده از ``sys.float_info`` [`اسناد پایتون  <http://docs.python.org/3/library/sys.html#sys.float_info>`__] قابل مشاهده است::
-
-    >>> import sys
-    >>> sys.float_info
-    sys.float_info(max=1.7976931348623157e+308, max_exp=1024, max_10_exp=308, min=2.2250738585072014e-308, min_exp=-1021, min_10_exp=-307, dig=15, mant_dig=53, epsilon=2.220446049250313e-16, radix=2, rounds=1)
-
-گاهی برای نمایش اعداد از شیوه «نماد علمی» (`Scientific Notation <https://en.wikipedia.org/wiki/Scientific_notation>`_) استفاده می‌شود؛ در پایتون هم می‌توان از حرف ``E`` یا ``e`` که معادل «ضرب در ۱۰ به توانِ» می‌باشد، برای این منظور استفاده کرد.
-
-.. raw:: html
-
-    <div style="text-align:justify;margin-bottom:24px">برای نمونه: عبارت <code class="docutils literal"><span dir="ltr">4 × 10<sup>5</sup></span></code>، به شکل <code class="docutils literal">4E5</code> یا <code class="docutils literal">4e5</code> بیان می‌شود. پایتون این نوع اعداد را نیز در قالب اعداد ممیز شناور (اشیایی از نوع <code class="docutils literal">float</code>) ارايه می‌دهد:</div>
-
-::
-
-    >>> 3e2
-    300.0
-
-    >>> type(3e2)
-    <class 'float'>
-
-    >>> 3e-2
-    0.03
-
-    >>> 3e+2
-    300.0
-
-می‌توان از کلاس ``()float`` [`اسناد پایتون  <http://docs.python.org/3/library/functions.html#float>`__] برای تبدیل اعداد یا رشته‌های عددی به یک شی ممیز شناور استفاده کرد::
-
-    >>> a = 920
-
-    >>> type(a)
-    <class 'int'>
-
-    >>> float(a)
-    920.0
-
-    >>> type(float(a))
-    <class 'float'>
-
-    >>> float("920")
-    920.0
-
-    >>> float("3e+2")
-    300.0
-
-::
-
-    >>> float()
-    0.0
-
-*()float بدون آرگومان یک شی صفر از نوع ممیز شناور را برمی‌گرداند.*
-
-چنانچه عددی از نوع ممیز شناور در آرگومان کلاس ``()int`` قرار بگیرد؛ تنها بخش صحیح عدد برگردانده می‌شود::
-
-    >>> a = 2.31
-    >>> type(a)
-    <class 'float'>
-
-    >>> int(a)
-    2
-    >>> type(int(a))
-    <class 'int'>
-
-    >>> int(3.9)
-    3
-
-با استفاده از کلاس ``()float`` می‌توانیم اشیایی با مقدارهای مثبت و منفی «بی‌نهایت» (infinity) برابر: ``inf`` یا ``infinity`` و «تعریف نشده» (Not a Number) برابر: ``NaN`` ایجاد نماییم - چگونگی کوچک یا بزرگ نوشتن حروف این کلمه‌ها تفاوتی در آن‌ها ایجاد نمی‌کند::
-
-    >>> a = float('infinity')
-    >>> a = float('inf')
-    >>> a
-    inf
-
-    >>> b = float('-infinity')
-    >>> b = float('-inf')
-    >>> b
-    -inf
-
-    >>> c = float('NaN')
-    >>> c
-    nan
-
-::
-
-    >>> a = float('inf')
-
-    >>> 5 / a
-    0.0
-
-    >>> a / a
-    nan
-
-::
-
-    >>> a = float('inf')
-    >>> b = float('inf')
-    >>> a == b
-    True
-
-    >>> a = float('nan')
-    >>> b = float('nan')
-    >>> a == b
-    False
-
-*دو شی NaN با یکدیگر برابر نیستند.*
-
-برای بررسی اینکه مقدار یک شی «بی‌نهایت» یا «تعریف نشده» است؛ می‌توان به ترتیب از تابع‌های ``()isinf`` [`اسناد پایتون  <http://docs.python.org/3/library/math.html#math.isinf>`__] و ``()isnan`` [`اسناد پایتون  <http://docs.python.org/3/library/math.html#math.isnan>`__] درون ماژول ``math`` استفاده نماییم::
-
-    >>> a = float('inf')
-    >>> b = float('nan')
-
-    >>> import math
-
-    >>> math.isinf(a)
-    True
-    >>> math.isnan(b)
-    True
-
-
-.. _python-complex-numbers: 
-
-مختلط (Complex)
----------------------
-
-همانطور که می‌دانیم اعداد مختلط (`Complex Numbers <https://en.wikipedia.org/wiki/Complex_number>`_) از یک بخش حقیقی (Real) و یک بخش موهومی (Imaginary) تشکیل شده‌اند. این اعداد در پایتون الگویی برابر ``RealPart + ImaginaryPart j`` دارند که حرف ``j`` نشانگر «واحد موهومی» است. این اعداد در پایتون توسط اشیایی با نوع ``complex`` ارایه می‌شوند::
-
-    >>> a = 3 + 4j
-    >>> type(a)
-    <class 'complex'>
-
-    >>> import sys
-    >>> sys.getsizeof(a)
-    32
-
-
-از کلاس ``()complex`` [`اسناد پایتون  <http://docs.python.org/3/library/functions.html#complex>`__] می‌توان برای ایجاد یک شی ``complex`` استفاده کرد. این کلاس الگویی مشابه ``(complex(real, imag`` دارد؛ آرگومان‌های نمونه real و imag بیانگر اعدادی هستند که به ترتیب قرار است در بخش‌های حقیقی و موهومی عدد مختلط مورد نظر وجود داشته باشند. اگر هر کدام از آرگومان‌ها ارسال نگردند به صورت پیش‌فرض صفر در نظر گرفته خواهند شد::
-
-    >>> a = 3
-    >>> b = 4
-
-    >>> type(a)
-    <class 'int'>
-    >>> type(b)
-    <class 'int'>
-
-    >>> complex(a, b)
-    (3+4j)
-
-    >>> type(complex(a, b))
-    <class 'complex'>
-
-::
-
-    >>> complex(3, 4)
-    (3+4j)
-
-    >>> complex(3)
-    (3+0j)
-
-    >>> complex(0, 4)
-    4j
-
-    >>> complex(4j)
-    4j
-
-::
-
-    >>> a = 3 + 4j
-    >>> a
-    (3+4j)
-
-    >>> a = 3.2 + 4j
-    >>> a
-    (3.2+4j)
-
-    >>> a = 3.0 + 4j
-    >>> a
-    (3+4j)
-
-    >>> a = 3.0 + 4.0j
-    >>> a
-    (3+4j)
-
-همچنین با استفاده از دو صفت ``real`` و ``imag`` می‌توان بخش‌های حقیقی و موهومی هر شی ``complex`` را به دست آورد. توجه داشته باشید که جدا از این که اعداد از چه نوعی در تشکیل یک نوع مختلط شرکت کرده باشند؛ بخش‌های عدد مختلط به صورت عدد ممیز شناور تفکیک می‌گردند::
-
-    >>> a = 3 + 4j
-
-    >>> a.real
-    3.0
-    >>> a.imag
-    4.0
-
-``()complex`` توانایی دریافت یک رشته عددی و تبدیل آن به عدد مختلط را نیز دارد. تنها باید توجه داشت که نباید داخل این رشته هیچ فضای خالی وجود داشته باشد::
-
-    >>> a = "3+4j"
-
-    >>> type(a)
-    <class 'str'>
-
-    >>> complex(a)
-    (3+4j)
-
-    >>> a = "3"
-    >>> complex(a)
-    (3+0j)
-
-    >>> type(complex(a))
-    <class 'complex'>
-
-::
-
-    >>> a = "3 + 4j"
-    >>> complex(a)
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-    ValueError: complex() arg is a malformed string
-    >>> 
-
-.. note::
-    امکان قرار دادن رشته عددی (مختلط) یا خود شی عدد مختلط در آرگومان کلاس‌های ``()int`` و ``()float`` وجود ندارد و موجب بروز خطا می‌شود.
-
-.. _python-decimal-numbers: 
-
-دسیمال (Decimal)
------------------------
-
-اساس طراحی این نوع برای استفاده در مواقعی است که خطا نوع ممیز شناور قابل گذشت نیست [`PEP 327 <http://www.python.org/dev/peps/pep-0327>`_] مانند توسعه برنامه حسابداری. 
-
-در علوم کامپیوتر برای ارایه نوع ممیز شناور به کامپیوتر از کدگذاری Binary Floating-Point (`استاندارد IEEE 754 <https://en.wikipedia.org/wiki/IEEE_floating_point>`_) استفاده می‌شود. این کدگذاری اعداد را به شکل دقیق ارایه نمی‌دهد؛ به عنوان نمونه عدد  ``0.1`` برابر با عددی نزدیک به ``0.10000000000000001`` در محاسبات کامپیوتر شرکت داده می‌شود؛ هر چند که این عدد بسیار نزدیک به ``0.1`` است ولی به هر حال خود آن نیست!. این موضوع ممکن است در برخی موارد موجب خطا منطقی در برنامه گردد::
-
-    >>> a = 0.1 + 0.1 + 0.1
-    >>> a == 0.3
-    False
-    >>> a
-    0.30000000000000004
-
-
-*در نمونه کد بالا کاربر انتظار دارد که عبارت سطر دوم با ارزش درستی True ارزیابی گردد که این اتفاق نمی‌افتد.*
-
-در پایتون نوع دسیمال  با ایجاد شی از کلاس  ``Decimal`` درون  ماژول ``decimal`` در دسترس خواهد بود [`اسناد پایتون  <http://docs.python.org/3/library/decimal.html>`__]. به نمونه کد پایین توجه نمایید::
-
-
-    >>> from decimal import Decimal
-
-    >>> a = Decimal('0.1')
-    >>> a
-    Decimal('0.1')
-
-::
-
-    >>> import decimal
-
-    >>> a = decimal.Decimal('0.1')
-    >>> b = decimal.Decimal('0.3')
-    
-    >>> b == a + a + a
-    True
-
-    >>> type(a)
-    <class 'decimal.Decimal'>
-
-    >>> a
-    Decimal('0.1')
-
-    >>> print(a)
-    0.1
-
-    >>> import sys
-    >>> sys.getsizeof(a)
-    104
-
-
-به شیوه‌های گوناگونی می‌توان شی دسیمال ایجاد کرد:
-
-.. code-block:: python
-    :linenos:
-
-    a = Decimal(23)                  # Creates Decimal("23")
-    b = Decimal("23.45")             # Creates Decimal("23.45")
-    c = Decimal("2345e-2")           # Creates Decimal("23.45")
-    d = Decimal((1,(2,3,4,5),-2))    # Creates Decimal("-23.45")
-    e = Decimal("infinity")
-    f = Decimal("NaN")
-
-* از آنجا که نوع ممیز شناور دقیق نیست؛ این اعداد را حتما به صورت رشته به ``Decimal`` ارسال نمایید (سطر دوم).
-* اعداد را می‌توان به صورت یک شی توپِل (Tuple) - ساختاری مشابه: (... ,Ο, Ο, Ο) - ارسال کرد (سطر چهارم). شیوه نماد علمی را به یاد بیاورید؛ توپِل مورد نظر باید ساختاری مشابه الگو ``(sign, digits, exponent)`` داشته باشد که در آن sign مثبت بودن (توسط عدد صفر) یا منفی بودن (توسط عدد یک) را مشخص می‌کند، digits خود توپِلی است که رقم‌های دخیل را بیان می‌کند و exponent نیز بیانگر همان توان است.
-
-میزان دقت (Precision) و عمل گرد کردن (Rounding) اعداد از نوع دسیمال با استفاده از یک شی ``Context`` قابل کنترل است؛ این شی یک سری اطلاعات پیکربندی را در اختیار اشیا دسیمال قرار می‌دهد که برای دسترسی به آن باید از  تابع ``()getcontext`` [`اسناد پایتون  <http://docs.python.org/3/library/decimal.html#decimal.getcontext>`__] درون ماژول ``decimal`` استفاده کرد. تابع ``()getcontext`` شی ``Context`` اشیا دسیمال جاری برنامه را برمی‌گرداند::
-
-    >>> import decimal
-
-    >>> a = decimal.Decimal('3.45623')
-    >>> b = decimal.Decimal('0.12')
-
-    >>> a + b
-    Decimal('3.57623')
-
-    >>> print(a + b)
-    3.57623
-
-    >>> ctx = decimal.getcontext()
-    >>> type(ctx)
-    <class 'decimal.Context'>
-
-    >>> ctx.prec = 1
-    >>> a + b
-    Decimal('4')
-
-    >>> ctx.prec = 2
-    >>> a + b
-    Decimal('3.6')
-
-    >>> ctx.prec = 3
-    >>> a + b
-    Decimal('3.58')
-
-
-همانطور که در نمونه کد بالا مشاهده می‌شود دقت محاسبات اعداد دسیمال را می‌توان با استفاده از صفت ``prec`` شی ``Context`` به شکل دلخواه تنظیم نمود؛ مقدار پیش‌فرض این صفت ``28`` است. بدیهی است برای اینکه اعداد در محدوده دقت کوچکتری نسبت به طول خود قرار بگیرند نیاز به گرد شدن دارند؛ برای تنطیم عمل گرد کردن در اعداد دسیمال نیز از صفت ``rounding`` که مقدار پیش‌فرض آن ``"ROUND_HALF_EVEN"`` است، استفاده می‌شود::
-
-    >>> a = decimal.Decimal('2.0')
-    >>> b = decimal.Decimal('0.52')
-
-    >>> ctx.prec
-    28
-    >>> ctx.rounding
-    'ROUND_HALF_EVEN'
-
-    >>> print(a + b)
-    2.52
-
-    >>> ctx.prec = 2
-
-    >>> print(a + b)
-    2.5
-
-    >>> ctx.rounding = "ROUND_CEILING"
-
-    >>> print(a + b)
-    2.6
-
-صفت ``rounding`` می‌بایست حاوی مقادیر ثابتی به شرح پایین باشد:
-
-* **ROUND_CEILING** - گرد کردن به سمت مثبت بی‌نهایت: یعنی برای اعداد **مثبت** ارقام خارج از محدوده حذف می‌گردند و آخرین رقم باقی مانده یک واحد افزایش می‌یابد مثلا عدد ``2.52`` به ``2.6`` گرد می‌شود. برای اعداد منفی نیز تنها اعداد خارج از محدوده حذف می‌گردند مثلا عدد ``2.19-`` به ``2.1-`` گرد می‌شود.
-* **ROUND_FLOOR** - گرد کردن به سمت منفی بی‌نهایت: یعنی برای اعداد **منفی** ارقام خارج از محدوده حذف می‌گردند و آخرین رقم باقی مانده یک واحد افزایش می‌یابد مثلا عدد ``2.52-`` به ``2.6-`` گرد می‌شود. برای اعداد مثبت نیز تنها اعداد خارج از محدوده حذف می‌گردند مثلا عدد ``2.19`` به ``2.1`` گرد می‌شود.
-* **ROUND_DOWN** - گرد کردن به سمت صفر: یعنی برای اعداد مثبت و منفی تنها ارقام خارج از محدوده حذف می‌گردند مثلا عدد ``2.58`` به ``2.5`` و عدد ``2.58-`` به ``2.5-`` گرد می‌شود.
-* **ROUND_UP** - گرد کردن به دور از صفر: یعنی برای اعداد مثبت و منفی ارقام خارج از محدوده حذف می‌گردند و آخرین رقم باقی مانده یک واحد افزایش می‌یابد مثلا عدد ``2.52`` به ``2.6`` و عدد ``2.52-`` به ``2.6-`` گرد می‌شود.
-* **ROUND_HALF_DOWN** - اگر رقم ابتدایی بخش حذف شده بزرگتر از ``5`` باشد به روش ROUND_UP و در غیر این صورت به روش ROUND_DOWN گرد می‌گردد. مثلا عدد ``2.58`` به ``2.6`` و عدد ``2.55`` به ``2.5`` گرد شده و همینطور عدد ``2.58-`` به ``2.6-`` و عدد ``2.55-`` به ``2.5-`` گرد می‌شود.
-* **ROUND_HALF_UP** - اگر رقم ابتدایی بخش حذف شده بزرگتر یا برابر ``5`` باشد به روش ROUND_UP و در غیر این صورت به روش ROUND_DOWN گرد می‌گردد. مثلا عدد ``2.55`` به ``2.6`` و عدد ``2.51`` به ``2.5`` گرد شده - همینطور عدد ``2.55-`` به ``2.6-`` و عدد ``2.51-`` به ``2.5-`` گرد می‌کند.
-* **ROUND_HALF_EVEN** - همانند ROUND_HALF_DOWN است ولی در مواقعی که رقم ابتدایی بخش حذف شده برابر ``5`` باشد رفتار آن متفاوت می‌شود: در این حالت اگر آخرین رقم باقی مانده زوج باشد به شیوه ROUND_DOWN و اگر فرد باشد به روش ROUND_UP گرد می‌گردد. مثلا عدد ``2.68`` به ``2.7``، ``2.65`` به ``2.6`` و ``2.75`` به ``2.8`` - همینطور عدد ``2.68-`` به ``2.7-``، ``2.65-`` به ``2.6-`` و ``2.75-`` به ``2.8-`` گرد می‌کند.
-* **ROUND_05UP** - اگر بر اساس روش ROUND_DOWN آخرین رقم باقی مانده ``0`` یا ``5`` باشد؛ به روش ROUND_UP و در غیر این صورت به همان شیوه ROUND_DOWN گرد می‌کند. مثلا عدد ``2.58`` به ``2.6`` و ``2.48`` به ``2.4`` - همینطور عدد ``2.58-`` به ``2.6-`` و ``2.48-`` به ``2.4-`` گرد می‌شود.
-
-ماژول ``decimal`` یا نوع دسیمال پایتون شامل جزییات و ویژگی‌های بسیار بیشتری است که برای آگاهی از آن‌ها می‌بایست صفحه مربوط به آن در `اسناد پایتون  <http://docs.python.org/3/library/decimal.html>`__ را مطالعه نمایید.
-
-
-.. _python-fraction-numbers: 
-
-کسر (Fraction)
-------------------
-
-این نوع برای پشتیبانی اعداد گویا (Rational) در پایتون ارایه شده است و با ایجاد شی از کلاس ``Fraction`` درون ماژول ``fractions`` در دسترس قرار می‌گیرد [`اسناد پایتون  <http://docs.python.org/3/library/fractions.html>`__]::
-
-
-    >>> from fractions import Fraction
-
-    >>> Fraction(1, 2)
-    Fraction(1, 2)
-
-    >>> float(_)
-    0.5
-
-::
-
-    >>> import fractions
-
-    >>> a = 1
-    >>> b = 2
-    >>> f = fractions.Fraction(a, b)
-
-    >>> f
-    Fraction(1, 2)
-
-    >>> print(f)
-    1/2
-
-    >>> type(f)
-    <class 'fractions.Fraction'>
-
-    >>> import sys
-    >>> sys.getsizeof(f)
-    56
-
-علاوه‌بر روش بالا که به صورت مستقیم صورت و مخرج کسر  - از نوع صحیح - مشخص شده است؛ به روش‌های دیگری نیز می‌توان یک شی کسری ایجاد نمود:
-
-* از یک شی ممیز شناور - بهتر است این نوع به صورت رشته وارد شود::
-
-    >>> print(Fraction('0.5'))
-    1/2
-    >>> print(Fraction('1.1'))
-    11/10
-    >>> print(Fraction('1.5'))
-    3/2
-    >>> print(Fraction('2.0'))
-    2
-
-  ::
-
-      >>> print(Fraction(0.5))
-      Fraction(1, 2)
-
-      >>> print(Fraction(1.1))
-      2476979795053773/2251799813685248
-      >>> 2476979795053773 / 2251799813685248
-      1.1
-
-      >>> print(Fraction(1.5))
-      3/2
-
-  همچنین با استفاده از متد ``()limit_denominator`` [`اسناد پایتون  <https://docs.python.org/3/library/fractions.html#fractions.Fraction.limit_denominator>`__] و محدود کردن مخرج یک شی کسر به یک مقدار بیشینه (که از ورودی دریافت می‌کند) می‌توان به صورت تقریبی، معادل‌های کسری از اعداد ممیز شناور را به دست آورد::
-
-      >>> Fraction(1.1).limit_denominator()
-      Fraction(11, 10)
-
-  ::
-
-      >>> import math
-
-      >>> math.pi
-      3.141592653589793
-
-      >>> pi = math.pi
-
-      >>> Fraction(pi)
-      Fraction(884279719003555, 281474976710656)
-      >>> 884279719003555 / 281474976710656
-      3.141592653589793
-
-      >>> Fraction(pi).limit_denominator()
-      Fraction(3126535, 995207)
-      >>> 3126535 / 995207
-      3.1415926535886505
-
-      >>> Fraction(pi).limit_denominator(8)
-      Fraction(22, 7)
-      >>> 22 / 7
-      3.142857142857143
-
-      >>> Fraction(pi).limit_denominator(60)
-      Fraction(179, 57)
-      >>> 179 / 57
-      3.1403508771929824
-
-
-
-* از یک شی دسیمال::
-
-    >>> print(Fraction(Decimal('1.1')))
-    11/10
-
-* از یک رشته کسری - صورت و مخرج کسر می‌بایست از نوع صحیح باشند::
-
-    >>> print(Fraction('3/14'))
-    3/14
-
-* از یک شی کسر دیگر::
-
-    >>> f1 = Fraction(1, 2)
-    >>> f2 = Fraction(3, 5)
-
-    >>> Fraction(f1)
-    Fraction(1, 2)
-
-    >>> Fraction(f1, f2)
-    Fraction(5, 6)
-
-با استفاده از دو صفت ``numerator`` و ``denominator`` می‌توان به ترتیب به صورت و مخرج شی کسر دسترسی یافت::
-
-    >>> f = Fraction('1.5')
-    >>> f.numerator
-    3
-    >>> f.denominator
-    2
-
-از این نوع شی به سادگی می توان در انواع محاسبات ریاضی استفاده کرد؛ برای نمونه به تکه کد پایین توجه نمایید::
-
-    >>> Fraction(1, 2) + Fraction(3, 4)
-    Fraction(5, 4)
-
-    >>> Fraction(5, 16) - Fraction(1, 4)
-    Fraction(1, 16)
-
-    >>> Fraction(3, 5) * Fraction(1, 2)
-    Fraction(3, 10)
-
-    >>> Fraction(3, 16) / Fraction(1, 8)
-    Fraction(3, 2)
-
-چنانچه یک شی صحیح به شی کسر افزوده شود حاصل یک شی کسر است ولی اگر یک شی ممیز شناور به شی کسر افزوده شود حاصل یک شی از نوع ممیز شناور می‌باشد::
-
-    >>> Fraction(5, 2) + 3
-    Fraction(11, 2)
-
-    >>> Fraction(5, 2) + 3.0
-    5.5
-
-.. rubric:: ب.م.م
-
-ماژول ``fractions`` علاوه بر نوع کسری؛ حاوی تابع ``()gcd`` [`اسناد پایتون  <http://docs.python.org/3/library/fractions.html#fractions.gcd>`__] نیز است. این تابع «بزرگترین مقسوم‌علیه مشترک» (`GCD  <https://en.wikipedia.org/wiki/Greatest_common_divisor>`_) دو عدد را برمی‌گرداند::
-
-    >>> import fractions
-    >>> fractions.gcd(54, 24)
-    6
-
-
-.. _python-boolean: 
-
-بولی (Boolean)
-------------------
-
-کلاسی که در پایتون از آن برای ایجاد شی بولی استفاده می‌شود (``bool``) در واقع یک کلاس فرزند از کلاس اعداد صحیح (``int``) است. این نوع شی تنها می‌تواند یکی از دو مقدار ``True`` (درست) یا ``False`` (نادرست) را داشته باشد که ``True`` برابر با عدد صحیح ``1`` و ``False`` برابر با عدد صحیح ``0`` ارزیابی می‌گردد::
-
-    >>> a = True
-
-    >>> a
-    True
-
-    >>> type(a)
-    <class 'bool'>
-
-    >>> import sys
-    >>> sys.getsizeof(a)
-    28
-
-
-::
-
-    >>> int(True)
-    1
-
-    >>> int(False)
-    0
-
-    >>> float(True)
-    1.0
-
-    >>> complex(True)
-    (1+0j)
-
-
-::
-
-    >>> True + 1
-    2
-
-    >>> False + 1
-    1
-
-    >>> True * 25
-    25
-
-    >>> False * 25
-    0
-
-کلاس ``()bool`` یا متد ``()__bool__`` مقدار بولی یک شی را برمی‌گرداند [`اسناد پایتون  <http://docs.python.org/3/library/functions.html#bool>`__]::
-
-    >>> bool(0)
-    False
-
-    >>> bool(1)
-    True
-
-    >>> bool("")   # Empty String
-    False
-
-::
-
-    >>> a = 15
-    >>> a.__bool__()
-    True
-
-    >>> a = -15
-    >>> a.__bool__()
-    True
-
-    >>> a = 0
-    >>> a.__bool__()
-    False
-
-در پایتون اشیا پایین به مقدار بولی ``False`` (نادرست) ارزیابی می‌گردند:
-
-* ``None``
-* ``False``
-* شی صفر (در انواع گوناگون): ``0``، ``0.0``، ``0j``
-* تمام اشیا دنباله‌ خالی: ``""``، ``()``، ``[]``
-* شی دیکشنری خالی: ``{}``
-* شی مجموعه خالی: ``()set``
-
-*با موارد نا آشنا به مرور آشنا می‌شوید.*
-
-
-|
-
-----
-
-:emoji-size:`😊` امیدوارم مفید بوده باشه
-
-
+.. role:: emoji-size
+
+.. meta::
+  :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس هفتم: انواع داده در پایتون، عددی
+  :keywords: آموزش انواع عددی در پایتون، اعداد صحیح (integer) در پایتون، ممیز شناور float و double در پایتون، آموزش اعداد مختلط در پایتون (Complex Numbers)، نوع بولین bool یا boolean در پایتون، آموزش نوع داده کسر (fractions) در پایتون، آموزش نوع داده دسیمال (decimal) در پایتون، ب م م در پایتون
+
+
+.. _lesson-07.1: 
+
+درس ۰۷: انواع داده در پایتون: عددی
+===========================================================
+
+.. figure:: /_static/pages/07-python-built-in-data-types-0.jpg
+    :align: center
+    :alt: انواع داده در پایتون: عددی
+    :class: page-image
+
+    Photo by `Mick Haupt <https://unsplash.com/photos/ePHz9WOME0c>`__
+
+
+پایتون هر «نوع داده» (Data Type) را توسط یک کلاس ارایه می‌دهد؛ بنابراین هر داده یک نمونه یا یک شی از کلاسی مشخص است. هر چند برنامه‌نویس نیز می‌تواند با تعریف کلاس، نوع دلخواه خود را داشته باشد ولی در این درس می‌خواهیم درباره آن بخشی از انواع داده یا انواع شی‌ای که به شکل آماده (Built-in) در اختیار مفسر زبان پایتون قرار داده شده است صحبت کنیم. 
+
+در این بخش از درس هفتم تنها به بررسی «انواع شی عددی» در پایتون پرداخته می‌شود و انواع باقی مانده دیگر توسط بخش‌های بعدی بررسی خواهند شد. 
+
+با اینکه تلاش شده است جزییات کامل باشند ولی در برخی بخش‌ها مطالعه اسناد رسمی پایتون می‌تواند اطلاعات کامل‌تری را در اختیار شما قرار دهد. در مواقع بسیاری از تابع‌های آماده پایتون استفاده خواهد شد که ممکن است جزییاتی بیشتر از آنچه در این درس بیان می‌شود را داشته باشند؛ به همین دلیل لینک تعریف آن‌ها در اسناد پایتون نیز ارایه گشته است. نکته مهم در مطالعه این درس بررسی نمونه کدهاست که گاهی درک توضیحی که داده شده است بدون دقت در این نمونه کدها ناممکن خواهد بود.
+
+
+:emoji-size:`✔` سطح: مقدماتی
+
+----
+
+.. contents:: سرفصل‌ها
+    :depth: 2
+
+----
+
+
+.. _python-numeric-types: 
+
+انواع عددی
+---------------
+
+
+در زبان پایتون دسته‌ای از انواع شی وجود دارد که برای کار با داده‌های عددی ایجاد گشته‌اند؛ از این جهت به عنوان «انواع عددی» (Numeric Types) شناخته می‌شوند. این انواع شی عبارتند از:
+
+* صحیح (Integer)
+* ممیز شناور (Floating-Point)
+* مختلط (Complex)
+* دسیمال (Decimal)
+* کسر (Fraction)
+* بولی (Boolean)
+
+*در ادامه به بررسی هر یک خواهیم پرداخت.*
+
+
+.. _python-integer-numbers: 
+
+صحیح (Integer)
+---------------------
+
+
+این نوع از اشیا تمام اعداد مثبت و منفی بدون «ممیز اعشار» را شامل می‌شوند؛ مانند: ``1234``، ``26-`` و...
+
+از نسخه 3.0 پایتون اعداد صحیح تنها در قالب یک نوع ``int`` (بدون محدودیت اندازه) ارایه می‌گردد و::
+
+
+    >>> type(-3)
+    <class 'int'>
+
+    >>> a = 3
+    >>> type(a)
+    <class 'int'>
+
+اکنون در پایتون هیچ محدودیتی برای طول اعداد صحیح وجود ندارد، اما در صورت نیاز می‌توان با استفاده از ``sys.maxsize``، مقدار مرسوم برای بیشینه مقدار این دست از اعداد را به دست آورد::
+
+    >>> import sys
+
+    >>> sys.maxsize
+    9223372036854775807
+    >>> type(_)
+    <class 'int'>
+
+    >>> type(sys.maxsize + 1)
+    <class 'int'>
+
+
+.. note::
+    منظور از اندازه نامحدود اعداد این است که اندازه این اشیا تنها محدود به میزان حافظه‌ (Memory) آزاد بوده و تا هر اندازه‌ای که حافظه در دسترس باشد می‌توانند در محاسبات رشد داشته باشند.
+
+اعداد صحیح را می‌توان علاوه بر پایه ده؛ در پایه دو (Binary)، پایه هشت (Octal) و پایه شانزده (Hexadecimal) نیز در نظر گرفت. به این صورت که:
+
+* **اعداد پایه دو** می‌بایست با یک ``0b`` یا ``0B`` (صفر و حرف بی کوچک یا بزرگ) آغاز گردند؛ مانند: ``0b11`` که برابر عدد ``3`` در پایه ده است::
+
+    >>> a = 0b11
+    >>> type(a)
+    <class 'int'>
+    >>> a
+    3
+
+
+* **اعداد پایه هشت** می‌بایست با یک ``0o`` یا ``0O`` (صفر و حرف اُ کوچک یا بزرگ) آغاز گردند؛ مانند: ``0o14`` که برابر عدد ``12`` در پایه ده است::
+
+    >>> a = 0o14
+    >>> type(a)
+    <class 'int'>
+    >>> a
+    12
+
+* **اعداد پایه شانزده** می‌بایست با یک ``0x`` یا ``0X`` (صفر و حرف اِکس کوچک یا بزرگ) آغاز گردند؛ مانند: ``0xA5`` که برابر عدد ``165`` در پایه ده است::
+
+    >>> a = 0xA5
+    >>> type(a)
+    <class 'int'>
+    >>> a
+    165
+    >>> print(a)
+    165
+
+همانطور که در نمونه کدهای بالا نیز قابل مشاهده است؛ نوع شی صحیح در پایه‌های گوناگون تفاوتی ندارند (همان ``int`` است) و در پایتون تنها از یک سینتکس متفاوت برای مشخص کردن آن‌ها استفاده شده است. همچنین در هنگام وارد کردن این اشیا در حالت تعاملی یا استفاده از تابع ``print``، این اشیا در پایه ده نمایش داده می‌شوند.
+
+
+برای تبدیل یک عدد صحیح از پایه ده به هر یک از این پایه‌ها می‌توانید از تابع‌های آماده ``()bin`` [`اسناد پایتون  <https://docs.python.org/3/library/functions.html#bin>`__] برای تبدیل به پایه دو، ``()oct`` [`اسناد پایتون  <https://docs.python.org/3/library/functions.html#oct>`__] برای تبدیل به پایه هشت و ``()hex`` [`اسناد پایتون  <https://docs.python.org/3/library/functions.html#hex>`__] برای تبدیل به پایه شانزده استفاده نمایید. تنها توجه داشته باشید که خروجی هر یک از این تابع‌ها به صورت یک شی از نوع رشته یا String برگردانده می‌شود و نه یک نوع عددی::
+
+    >>> a = 3
+    >>> b = bin(a)
+    >>> b
+    '0b11'
+    >>> type(b)
+    <class 'str'>
+
+    >>> a = 12
+    >>> b = oct(a)
+    >>> b
+    '0o14'
+    >>> type(b)
+    <class 'str'>
+
+    >>> a = 165
+    >>> b = hex(a)
+    >>> b
+    '0xa5'
+    >>> type(b)
+    <class 'str'>
+
+و برای برگرداندن پایه اعداد صحیح به پایه ده می‌توان از کلاس ``()int`` [`اسناد پایتون  <https://docs.python.org/3/library/functions.html#int>`__] استفاده کرد. آرگومان‌های نمونه این کلاس به صورت ``(int(str, base`` می‌باشد؛ آرگومان یکم: str می‌بایست یک «رشته عددی» یعنی یک عدد صحیح (در هر پایه‌ای) داخل نمادهای نقل قول (Quotation) باشد که آرگومان دوم، پایه (Base) آن را مشخص می‌کند. در نهایت این کلاس یک شی ``int`` متناظر با آرگومان یکم ولی در پایه ده را برمی‌گرداند::
+
+    >>> a = 165
+
+    >>> type(a)
+    <class 'int'>
+
+    >>> b = hex(a)          # Converted to hexadecimal
+    >>> b
+    '0xa5'
+
+    >>> type(b)
+    <class 'str'>
+
+    >>> int(b, 16)           # str='0xa5' base=16
+    165
+
+    >>> type(int(b, 16))
+    <class 'int'>
+
+
+
+توجه داشته باشید که می‌توان اعداد را بدون حرف مشخص کننده پایه (``0x`` ``0o`` ``0b``) به این کلاس ارسال کنیم. همچنین از این کلاس می‌توان برای تبدیل **نوع** رشته‌های عددی در پایه ده به **عدد صحیح** استفاده کرد. مقدار پیش‌فرض آرگومان پایه ``10`` است؛ بنابراین در هنگام ارسال یک رشته عددی در این پایه، نیازی به ذکر پایه ``10`` نمی‌باشد::
+
+
+    >>> int("A5", 16)    # 0xA5
+    165
+
+::
+
+    >>> a = "56"
+
+    >>> type(a)
+    <class 'str'>
+
+    >>> int(a, 10)
+    56
+    >>> int(a)
+    56
+
+    >>> type(int(a))
+    <class 'int'>
+
+::
+
+    >>> int()
+    0
+
+*()int بدون آرگومان یک شی صفر از نوع صحیح را برمی‌گرداند.*
+
+.. note::
+    منظور از «رشته عددی»، رشته‌ای است که به گونه‌ای بتوان آن را به یک عدد ارزیابی نمود. مانند: ``"25"``، ``"0x2F"`` و... که بدیهی است قرار دادن رشته‌هایی همچون ``"0w55"`` و... - که به هیچ شکلی نمی‌توان آن‌ها را به عددی در پایتون ارزیابی نمود - در آرگومان ``()int`` موجب بروز خطا می‌گردد.
+
+
+همچنین برای به دست آوردن اندازه یا میزان حافظه گرفته شده توسط یک شی به واحد بایت (Byte) می‌توان از تابع ``()getsizeof`` [`اسناد پایتون  <https://docs.python.org/3/library/sys.html#sys.getsizeof>`__] درون ماژول ``sys`` استفاده نماییم - خروجی این تابع  برای دو شی صحیح دلخواه در یک نمونه کامپیوتر ۶۴ بیتی به صورت پایین است::
+
+    >>> import sys
+
+    >>> a = 1
+    >>> sys.getsizeof(a)
+    28
+    >>> sys.getsizeof(10**100)
+    72
+
+    >>> s = "1"
+    >>> sys.getsizeof(s)
+    50
+
+
+.. admonition:: تمرین
+    
+    برنامه‌ای بنویسید که حاصل جمع  تمام اعداد صحیح از یک تا 100 را محاسبه و در قالب یک عدد صحیح در خروجی نمایش دهد.
+       
+
+    ** `راهنمای ریاضی  <https://www.cuemath.com/sum-of-natural-numbers-formula/>`__
+
+
+.. _python-float-numbers: 
+
+ممیز شناور (float)
+----------------------
+
+تمام اعداد مثبت و منفی که شامل یک «ممیز اعشار» هستند در پایتون به صورت اشیایی با نوع ``float`` (معادل نوع ``double`` در زبان C) ارایه می‌شوند؛ مانند: ``3.1415``، ``.5`` (برابر ``5.0``) و... ::
+
+    >>> a = 3.1415
+    >>> type(a)
+    <class 'float'>
+
+    >>> import sys
+    >>> sys.getsizeof(a)
+    24
+
+جزییات این نوع با استفاده از ``sys.float_info`` [`اسناد پایتون  <https://docs.python.org/3/library/sys.html#sys.float_info>`__] قابل مشاهده است::
+
+    >>> import sys
+    >>> sys.float_info
+    sys.float_info(max=1.7976931348623157e+308, max_exp=1024, max_10_exp=308, min=2.2250738585072014e-308, min_exp=-1021, min_10_exp=-307, dig=15, mant_dig=53, epsilon=2.220446049250313e-16, radix=2, rounds=1)
+
+گاهی برای نمایش اعداد از شیوه «نماد علمی» (`Scientific Notation <https://en.wikipedia.org/wiki/Scientific_notation>`_) استفاده می‌شود؛ در پایتون هم می‌توان از حرف ``E`` یا ``e`` که معادل «ضرب در ۱۰ به توانِ» می‌باشد، برای این منظور استفاده کرد.
+
+.. raw:: html
+
+    <div style="text-align:justify;margin-bottom:24px">برای نمونه: عبارت <code class="docutils literal"><span dir="ltr">4 × 10<sup>5</sup></span></code>، به شکل <code class="docutils literal">4E5</code> یا <code class="docutils literal">4e5</code> بیان می‌شود. پایتون این نوع اعداد را نیز در قالب اعداد ممیز شناور (اشیایی از نوع <code class="docutils literal">float</code>) ارايه می‌دهد:</div>
+
+::
+
+    >>> 3e2
+    300.0
+
+    >>> type(3e2)
+    <class 'float'>
+
+    >>> 3e-2
+    0.03
+
+    >>> 3e+2
+    300.0
+
+می‌توان از کلاس ``()float`` [`اسناد پایتون  <https://docs.python.org/3/library/functions.html#float>`__] برای تبدیل اعداد یا رشته‌های عددی به یک شی ممیز شناور استفاده کرد::
+
+    >>> a = 920
+
+    >>> type(a)
+    <class 'int'>
+
+    >>> float(a)
+    920.0
+
+    >>> type(float(a))
+    <class 'float'>
+
+    >>> float("920")
+    920.0
+
+    >>> float("3e+2")
+    300.0
+
+::
+
+    >>> float()
+    0.0
+
+*()float بدون آرگومان یک شی صفر از نوع ممیز شناور را برمی‌گرداند.*
+
+چنانچه عددی از نوع ممیز شناور در آرگومان کلاس ``()int`` قرار بگیرد؛ تنها بخش صحیح عدد برگردانده می‌شود::
+
+    >>> a = 2.31
+    >>> type(a)
+    <class 'float'>
+
+    >>> int(a)
+    2
+    >>> type(int(a))
+    <class 'int'>
+
+    >>> int(3.9)
+    3
+
+با استفاده از کلاس ``()float`` می‌توانیم اشیایی با مقدارهای مثبت و منفی «بی‌نهایت» (infinity) برابر: ``inf`` یا ``infinity`` و «تعریف نشده» (Not a Number) برابر: ``NaN`` ایجاد نماییم - چگونگی کوچک یا بزرگ نوشتن حروف این کلمه‌ها تفاوتی در آن‌ها ایجاد نمی‌کند::
+
+    >>> a = float('infinity')
+    >>> a = float('inf')
+    >>> a
+    inf
+
+    >>> b = float('-infinity')
+    >>> b = float('-inf')
+    >>> b
+    -inf
+
+    >>> c = float('NaN')
+    >>> c
+    nan
+
+::
+
+    >>> a = float('inf')
+
+    >>> 5 / a
+    0.0
+
+    >>> a / a
+    nan
+
+::
+
+    >>> a = float('inf')
+    >>> b = float('inf')
+    >>> a == b
+    True
+
+    >>> a = float('nan')
+    >>> b = float('nan')
+    >>> a == b
+    False
+
+*دو شی NaN با یکدیگر برابر نیستند.*
+
+برای بررسی اینکه مقدار یک شی «بی‌نهایت» یا «تعریف نشده» است؛ می‌توان به ترتیب از تابع‌های ``()isinf`` [`اسناد پایتون  <https://docs.python.org/3/library/math.html#math.isinf>`__] و ``()isnan`` [`اسناد پایتون  <https://docs.python.org/3/library/math.html#math.isnan>`__] درون ماژول ``math`` استفاده نماییم::
+
+    >>> a = float('inf')
+    >>> b = float('nan')
+
+    >>> import math
+
+    >>> math.isinf(a)
+    True
+    >>> math.isnan(b)
+    True
+
+
+.. _python-complex-numbers: 
+
+مختلط (Complex)
+---------------------
+
+همانطور که می‌دانیم اعداد مختلط (`Complex Numbers <https://en.wikipedia.org/wiki/Complex_number>`_) از یک بخش حقیقی (Real) و یک بخش موهومی (Imaginary) تشکیل شده‌اند. این اعداد در پایتون الگویی برابر ``RealPart + ImaginaryPart j`` دارند که حرف ``j`` نشانگر «واحد موهومی» است. این اعداد در پایتون توسط اشیایی با نوع ``complex`` ارایه می‌شوند::
+
+    >>> a = 3 + 4j
+    >>> type(a)
+    <class 'complex'>
+
+    >>> import sys
+    >>> sys.getsizeof(a)
+    32
+
+
+از کلاس ``()complex`` [`اسناد پایتون  <https://docs.python.org/3/library/functions.html#complex>`__] می‌توان برای ایجاد یک شی ``complex`` استفاده کرد. این کلاس الگویی مشابه ``(complex(real, imag`` دارد؛ آرگومان‌های نمونه real و imag بیانگر اعدادی هستند که به ترتیب قرار است در بخش‌های حقیقی و موهومی عدد مختلط مورد نظر وجود داشته باشند. اگر هر کدام از آرگومان‌ها ارسال نگردند به صورت پیش‌فرض صفر در نظر گرفته خواهند شد::
+
+    >>> a = 3
+    >>> b = 4
+
+    >>> type(a)
+    <class 'int'>
+    >>> type(b)
+    <class 'int'>
+
+    >>> complex(a, b)
+    (3+4j)
+
+    >>> type(complex(a, b))
+    <class 'complex'>
+
+::
+
+    >>> complex(3, 4)
+    (3+4j)
+
+    >>> complex(3)
+    (3+0j)
+
+    >>> complex(0, 4)
+    4j
+
+    >>> complex(4j)
+    4j
+
+::
+
+    >>> a = 3 + 4j
+    >>> a
+    (3+4j)
+
+    >>> a = 3.2 + 4j
+    >>> a
+    (3.2+4j)
+
+    >>> a = 3.0 + 4j
+    >>> a
+    (3+4j)
+
+    >>> a = 3.0 + 4.0j
+    >>> a
+    (3+4j)
+
+همچنین با استفاده از دو صفت ``real`` و ``imag`` می‌توان بخش‌های حقیقی و موهومی هر شی ``complex`` را به دست آورد. توجه داشته باشید که جدا از این که اعداد از چه نوعی در تشکیل یک نوع مختلط شرکت کرده باشند؛ بخش‌های عدد مختلط به صورت عدد ممیز شناور تفکیک می‌گردند::
+
+    >>> a = 3 + 4j
+
+    >>> a.real
+    3.0
+    >>> a.imag
+    4.0
+
+``()complex`` توانایی دریافت یک رشته عددی و تبدیل آن به عدد مختلط را نیز دارد. تنها باید توجه داشت که نباید داخل این رشته هیچ فضای خالی وجود داشته باشد::
+
+    >>> a = "3+4j"
+
+    >>> type(a)
+    <class 'str'>
+
+    >>> complex(a)
+    (3+4j)
+
+    >>> a = "3"
+    >>> complex(a)
+    (3+0j)
+
+    >>> type(complex(a))
+    <class 'complex'>
+
+::
+
+    >>> a = "3 + 4j"
+    >>> complex(a)
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+    ValueError: complex() arg is a malformed string
+    >>> 
+
+.. note::
+    امکان قرار دادن رشته عددی (مختلط) یا خود شی عدد مختلط در آرگومان کلاس‌های ``()int`` و ``()float`` وجود ندارد و موجب بروز خطا می‌شود.
+
+.. _python-decimal-numbers: 
+
+دسیمال (Decimal)
+-----------------------
+
+اساس طراحی این نوع برای استفاده در مواقعی است که خطا نوع ممیز شناور قابل گذشت نیست [`PEP 327 <https://www.python.org/dev/peps/pep-0327>`_] مانند توسعه برنامه حسابداری. 
+
+در علوم کامپیوتر برای ارایه نوع ممیز شناور به کامپیوتر از کدگذاری Binary Floating-Point (`استاندارد IEEE 754 <https://en.wikipedia.org/wiki/IEEE_floating_point>`_) استفاده می‌شود. این کدگذاری اعداد را به شکل دقیق ارایه نمی‌دهد؛ به عنوان نمونه عدد  ``0.1`` برابر با عددی نزدیک به ``0.10000000000000001`` در محاسبات کامپیوتر شرکت داده می‌شود؛ هر چند که این عدد بسیار نزدیک به ``0.1`` است ولی به هر حال خود آن نیست!. این موضوع ممکن است در برخی موارد موجب خطا منطقی در برنامه گردد::
+
+    >>> a = 0.1 + 0.1 + 0.1
+    >>> a == 0.3
+    False
+    >>> a
+    0.30000000000000004
+
+
+*در نمونه کد بالا کاربر انتظار دارد که عبارت سطر دوم با ارزش درستی True ارزیابی گردد که این اتفاق نمی‌افتد.*
+
+در پایتون نوع دسیمال  با ایجاد شی از کلاس  ``Decimal`` درون  ماژول ``decimal`` در دسترس خواهد بود [`اسناد پایتون  <https://docs.python.org/3/library/decimal.html>`__]. به نمونه کد پایین توجه نمایید::
+
+
+    >>> from decimal import Decimal
+
+    >>> a = Decimal('0.1')
+    >>> a
+    Decimal('0.1')
+
+::
+
+    >>> import decimal
+
+    >>> a = decimal.Decimal('0.1')
+    >>> b = decimal.Decimal('0.3')
+    
+    >>> b == a + a + a
+    True
+
+    >>> type(a)
+    <class 'decimal.Decimal'>
+
+    >>> a
+    Decimal('0.1')
+
+    >>> print(a)
+    0.1
+
+    >>> import sys
+    >>> sys.getsizeof(a)
+    104
+
+
+به شیوه‌های گوناگونی می‌توان شی دسیمال ایجاد کرد:
+
+.. code-block:: python
+    :linenos:
+
+    a = Decimal(23)                  # Creates Decimal("23")
+    b = Decimal("23.45")             # Creates Decimal("23.45")
+    c = Decimal("2345e-2")           # Creates Decimal("23.45")
+    d = Decimal((1,(2,3,4,5),-2))    # Creates Decimal("-23.45")
+    e = Decimal("infinity")
+    f = Decimal("NaN")
+
+* از آنجا که نوع ممیز شناور دقیق نیست؛ این اعداد را حتما به صورت رشته به ``Decimal`` ارسال نمایید (سطر دوم).
+* اعداد را می‌توان به صورت یک شی توپِل (Tuple) - ساختاری مشابه: (... ,Ο, Ο, Ο) - ارسال کرد (سطر چهارم). شیوه نماد علمی را به یاد بیاورید؛ توپِل مورد نظر باید ساختاری مشابه الگو ``(sign, digits, exponent)`` داشته باشد که در آن sign مثبت بودن (توسط عدد صفر) یا منفی بودن (توسط عدد یک) را مشخص می‌کند، digits خود توپِلی است که رقم‌های دخیل را بیان می‌کند و exponent نیز بیانگر همان توان است.
+
+میزان دقت (Precision) و عمل گرد کردن (Rounding) اعداد از نوع دسیمال با استفاده از یک شی ``Context`` قابل کنترل است؛ این شی یک سری اطلاعات پیکربندی را در اختیار اشیا دسیمال قرار می‌دهد که برای دسترسی به آن باید از  تابع ``()getcontext`` [`اسناد پایتون  <https://docs.python.org/3/library/decimal.html#decimal.getcontext>`__] درون ماژول ``decimal`` استفاده کرد. تابع ``()getcontext`` شی ``Context`` اشیا دسیمال جاری برنامه را برمی‌گرداند::
+
+    >>> import decimal
+
+    >>> a = decimal.Decimal('3.45623')
+    >>> b = decimal.Decimal('0.12')
+
+    >>> a + b
+    Decimal('3.57623')
+
+    >>> print(a + b)
+    3.57623
+
+    >>> ctx = decimal.getcontext()
+    >>> type(ctx)
+    <class 'decimal.Context'>
+
+    >>> ctx.prec = 1
+    >>> a + b
+    Decimal('4')
+
+    >>> ctx.prec = 2
+    >>> a + b
+    Decimal('3.6')
+
+    >>> ctx.prec = 3
+    >>> a + b
+    Decimal('3.58')
+
+
+همانطور که در نمونه کد بالا مشاهده می‌شود دقت محاسبات اعداد دسیمال را می‌توان با استفاده از صفت ``prec`` شی ``Context`` به شکل دلخواه تنظیم نمود؛ مقدار پیش‌فرض این صفت ``28`` است. بدیهی است برای اینکه اعداد در محدوده دقت کوچکتری نسبت به طول خود قرار بگیرند نیاز به گرد شدن دارند؛ برای تنطیم عمل گرد کردن در اعداد دسیمال نیز از صفت ``rounding`` که مقدار پیش‌فرض آن ``"ROUND_HALF_EVEN"`` است، استفاده می‌شود::
+
+    >>> a = decimal.Decimal('2.0')
+    >>> b = decimal.Decimal('0.52')
+
+    >>> ctx.prec
+    28
+    >>> ctx.rounding
+    'ROUND_HALF_EVEN'
+
+    >>> print(a + b)
+    2.52
+
+    >>> ctx.prec = 2
+
+    >>> print(a + b)
+    2.5
+
+    >>> ctx.rounding = "ROUND_CEILING"
+
+    >>> print(a + b)
+    2.6
+
+صفت ``rounding`` می‌بایست حاوی مقادیر ثابتی به شرح پایین باشد:
+
+* **ROUND_CEILING** - گرد کردن به سمت مثبت بی‌نهایت: یعنی برای اعداد **مثبت** ارقام خارج از محدوده حذف می‌گردند و آخرین رقم باقی مانده یک واحد افزایش می‌یابد مثلا عدد ``2.52`` به ``2.6`` گرد می‌شود. برای اعداد منفی نیز تنها اعداد خارج از محدوده حذف می‌گردند مثلا عدد ``2.19-`` به ``2.1-`` گرد می‌شود.
+* **ROUND_FLOOR** - گرد کردن به سمت منفی بی‌نهایت: یعنی برای اعداد **منفی** ارقام خارج از محدوده حذف می‌گردند و آخرین رقم باقی مانده یک واحد افزایش می‌یابد مثلا عدد ``2.52-`` به ``2.6-`` گرد می‌شود. برای اعداد مثبت نیز تنها اعداد خارج از محدوده حذف می‌گردند مثلا عدد ``2.19`` به ``2.1`` گرد می‌شود.
+* **ROUND_DOWN** - گرد کردن به سمت صفر: یعنی برای اعداد مثبت و منفی تنها ارقام خارج از محدوده حذف می‌گردند مثلا عدد ``2.58`` به ``2.5`` و عدد ``2.58-`` به ``2.5-`` گرد می‌شود.
+* **ROUND_UP** - گرد کردن به دور از صفر: یعنی برای اعداد مثبت و منفی ارقام خارج از محدوده حذف می‌گردند و آخرین رقم باقی مانده یک واحد افزایش می‌یابد مثلا عدد ``2.52`` به ``2.6`` و عدد ``2.52-`` به ``2.6-`` گرد می‌شود.
+* **ROUND_HALF_DOWN** - اگر رقم ابتدایی بخش حذف شده بزرگتر از ``5`` باشد به روش ROUND_UP و در غیر این صورت به روش ROUND_DOWN گرد می‌گردد. مثلا عدد ``2.58`` به ``2.6`` و عدد ``2.55`` به ``2.5`` گرد شده و همینطور عدد ``2.58-`` به ``2.6-`` و عدد ``2.55-`` به ``2.5-`` گرد می‌شود.
+* **ROUND_HALF_UP** - اگر رقم ابتدایی بخش حذف شده بزرگتر یا برابر ``5`` باشد به روش ROUND_UP و در غیر این صورت به روش ROUND_DOWN گرد می‌گردد. مثلا عدد ``2.55`` به ``2.6`` و عدد ``2.51`` به ``2.5`` گرد شده - همینطور عدد ``2.55-`` به ``2.6-`` و عدد ``2.51-`` به ``2.5-`` گرد می‌کند.
+* **ROUND_HALF_EVEN** - همانند ROUND_HALF_DOWN است ولی در مواقعی که رقم ابتدایی بخش حذف شده برابر ``5`` باشد رفتار آن متفاوت می‌شود: در این حالت اگر آخرین رقم باقی مانده زوج باشد به شیوه ROUND_DOWN و اگر فرد باشد به روش ROUND_UP گرد می‌گردد. مثلا عدد ``2.68`` به ``2.7``، ``2.65`` به ``2.6`` و ``2.75`` به ``2.8`` - همینطور عدد ``2.68-`` به ``2.7-``، ``2.65-`` به ``2.6-`` و ``2.75-`` به ``2.8-`` گرد می‌کند.
+* **ROUND_05UP** - اگر بر اساس روش ROUND_DOWN آخرین رقم باقی مانده ``0`` یا ``5`` باشد؛ به روش ROUND_UP و در غیر این صورت به همان شیوه ROUND_DOWN گرد می‌کند. مثلا عدد ``2.58`` به ``2.6`` و ``2.48`` به ``2.4`` - همینطور عدد ``2.58-`` به ``2.6-`` و ``2.48-`` به ``2.4-`` گرد می‌شود.
+
+ماژول ``decimal`` یا نوع دسیمال پایتون شامل جزییات و ویژگی‌های بسیار بیشتری است که برای آگاهی از آن‌ها می‌بایست صفحه مربوط به آن در `اسناد پایتون  <https://docs.python.org/3/library/decimal.html>`__ را مطالعه نمایید.
+
+
+.. _python-fraction-numbers: 
+
+کسر (Fraction)
+------------------
+
+این نوع برای پشتیبانی اعداد گویا (Rational) در پایتون ارایه شده است و با ایجاد شی از کلاس ``Fraction`` درون ماژول ``fractions`` در دسترس قرار می‌گیرد [`اسناد پایتون  <https://docs.python.org/3/library/fractions.html>`__]::
+
+
+    >>> from fractions import Fraction
+
+    >>> Fraction(1, 2)
+    Fraction(1, 2)
+
+    >>> float(_)
+    0.5
+
+::
+
+    >>> import fractions
+
+    >>> a = 1
+    >>> b = 2
+    >>> f = fractions.Fraction(a, b)
+
+    >>> f
+    Fraction(1, 2)
+
+    >>> print(f)
+    1/2
+
+    >>> type(f)
+    <class 'fractions.Fraction'>
+
+    >>> import sys
+    >>> sys.getsizeof(f)
+    56
+
+علاوه‌بر روش بالا که به صورت مستقیم صورت و مخرج کسر  - از نوع صحیح - مشخص شده است؛ به روش‌های دیگری نیز می‌توان یک شی کسری ایجاد نمود:
+
+* از یک شی ممیز شناور - بهتر است این نوع به صورت رشته وارد شود::
+
+    >>> print(Fraction('0.5'))
+    1/2
+    >>> print(Fraction('1.1'))
+    11/10
+    >>> print(Fraction('1.5'))
+    3/2
+    >>> print(Fraction('2.0'))
+    2
+
+  ::
+
+      >>> print(Fraction(0.5))
+      Fraction(1, 2)
+
+      >>> print(Fraction(1.1))
+      2476979795053773/2251799813685248
+      >>> 2476979795053773 / 2251799813685248
+      1.1
+
+      >>> print(Fraction(1.5))
+      3/2
+
+  همچنین با استفاده از متد ``()limit_denominator`` [`اسناد پایتون  <https://docs.python.org/3/library/fractions.html#fractions.Fraction.limit_denominator>`__] و محدود کردن مخرج یک شی کسر به یک مقدار بیشینه (که از ورودی دریافت می‌کند) می‌توان به صورت تقریبی، معادل‌های کسری از اعداد ممیز شناور را به دست آورد::
+
+      >>> Fraction(1.1).limit_denominator()
+      Fraction(11, 10)
+
+  ::
+
+      >>> import math
+
+      >>> math.pi
+      3.141592653589793
+
+      >>> pi = math.pi
+
+      >>> Fraction(pi)
+      Fraction(884279719003555, 281474976710656)
+      >>> 884279719003555 / 281474976710656
+      3.141592653589793
+
+      >>> Fraction(pi).limit_denominator()
+      Fraction(3126535, 995207)
+      >>> 3126535 / 995207
+      3.1415926535886505
+
+      >>> Fraction(pi).limit_denominator(8)
+      Fraction(22, 7)
+      >>> 22 / 7
+      3.142857142857143
+
+      >>> Fraction(pi).limit_denominator(60)
+      Fraction(179, 57)
+      >>> 179 / 57
+      3.1403508771929824
+
+
+
+* از یک شی دسیمال::
+
+    >>> print(Fraction(Decimal('1.1')))
+    11/10
+
+* از یک رشته کسری - صورت و مخرج کسر می‌بایست از نوع صحیح باشند::
+
+    >>> print(Fraction('3/14'))
+    3/14
+
+* از یک شی کسر دیگر::
+
+    >>> f1 = Fraction(1, 2)
+    >>> f2 = Fraction(3, 5)
+
+    >>> Fraction(f1)
+    Fraction(1, 2)
+
+    >>> Fraction(f1, f2)
+    Fraction(5, 6)
+
+با استفاده از دو صفت ``numerator`` و ``denominator`` می‌توان به ترتیب به صورت و مخرج شی کسر دسترسی یافت::
+
+    >>> f = Fraction('1.5')
+    >>> f.numerator
+    3
+    >>> f.denominator
+    2
+
+از این نوع شی به سادگی می توان در انواع محاسبات ریاضی استفاده کرد؛ برای نمونه به تکه کد پایین توجه نمایید::
+
+    >>> Fraction(1, 2) + Fraction(3, 4)
+    Fraction(5, 4)
+
+    >>> Fraction(5, 16) - Fraction(1, 4)
+    Fraction(1, 16)
+
+    >>> Fraction(3, 5) * Fraction(1, 2)
+    Fraction(3, 10)
+
+    >>> Fraction(3, 16) / Fraction(1, 8)
+    Fraction(3, 2)
+
+چنانچه یک شی صحیح به شی کسر افزوده شود حاصل یک شی کسر است ولی اگر یک شی ممیز شناور به شی کسر افزوده شود حاصل یک شی از نوع ممیز شناور می‌باشد::
+
+    >>> Fraction(5, 2) + 3
+    Fraction(11, 2)
+
+    >>> Fraction(5, 2) + 3.0
+    5.5
+
+.. rubric:: ب.م.م
+
+ماژول ``fractions`` علاوه بر نوع کسری؛ حاوی تابع ``()gcd`` [`اسناد پایتون  <https://docs.python.org/3/library/fractions.html#fractions.gcd>`__] نیز است. این تابع «بزرگترین مقسوم‌علیه مشترک» (`GCD  <https://en.wikipedia.org/wiki/Greatest_common_divisor>`_) دو عدد را برمی‌گرداند::
+
+    >>> import fractions
+    >>> fractions.gcd(54, 24)
+    6
+
+
+.. _python-boolean: 
+
+بولی (Boolean)
+------------------
+
+کلاسی که در پایتون از آن برای ایجاد شی بولی استفاده می‌شود (``bool``) در واقع یک کلاس فرزند از کلاس اعداد صحیح (``int``) است. این نوع شی تنها می‌تواند یکی از دو مقدار ``True`` (درست) یا ``False`` (نادرست) را داشته باشد که ``True`` برابر با عدد صحیح ``1`` و ``False`` برابر با عدد صحیح ``0`` ارزیابی می‌گردد::
+
+    >>> a = True
+
+    >>> a
+    True
+
+    >>> type(a)
+    <class 'bool'>
+
+    >>> import sys
+    >>> sys.getsizeof(a)
+    28
+
+
+::
+
+    >>> int(True)
+    1
+
+    >>> int(False)
+    0
+
+    >>> float(True)
+    1.0
+
+    >>> complex(True)
+    (1+0j)
+
+
+::
+
+    >>> True + 1
+    2
+
+    >>> False + 1
+    1
+
+    >>> True * 25
+    25
+
+    >>> False * 25
+    0
+
+کلاس ``()bool`` یا متد ``()__bool__`` مقدار بولی یک شی را برمی‌گرداند [`اسناد پایتون  <https://docs.python.org/3/library/functions.html#bool>`__]::
+
+    >>> bool(0)
+    False
+
+    >>> bool(1)
+    True
+
+    >>> bool("")   # Empty String
+    False
+
+::
+
+    >>> a = 15
+    >>> a.__bool__()
+    True
+
+    >>> a = -15
+    >>> a.__bool__()
+    True
+
+    >>> a = 0
+    >>> a.__bool__()
+    False
+
+در پایتون اشیا پایین به مقدار بولی ``False`` (نادرست) ارزیابی می‌گردند:
+
+* ``None``
+* ``False``
+* شی صفر (در انواع گوناگون): ``0``، ``0.0``، ``0j``
+* تمام اشیا دنباله‌ خالی: ``""``، ``()``، ``[]``
+* شی دیکشنری خالی: ``{}``
+* شی مجموعه خالی: ``()set``
+
+*با موارد نا آشنا به مرور آشنا می‌شوید.*
+
+
+|
+
+----
+
+:emoji-size:`😊` امیدوارم مفید بوده باشه
+
+
diff --git a/source/lessons/l07-string-and-bytes-in-python.rst b/source/lessons/l07-string-and-bytes-in-python.rst
index 7ae1d02..a525340 100644
--- a/source/lessons/l07-string-and-bytes-in-python.rst
+++ b/source/lessons/l07-string-and-bytes-in-python.rst
@@ -1,1080 +1,1080 @@
-.. role:: emoji-size
-
-.. meta::
-  :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس هفتم: انواع داده در پایتون، str و bytes
-  :keywords: آموزش نوع داده رشته یا string در پایتون (str)، آموزش پایتون, آموزش برنامه نویسی, پایتون, انواع شی, انواع داده, انواع شی در پایتون, انواع داده در پایتون, رشته‌ها در پایتون, قالب بندی رشته, توابع رشته در پایتون
-
-
-.. _lesson-07.2: 
-
-درس ۰۷: انواع داده در پایتون: str و bytes
-===========================================================
-
-.. figure:: /_static/pages/07-python-built-in-data-types-1.jpg
-    :align: center
-    :alt: انواع داده در پایتون: رشته
-    :class: page-image
-
-    Photo by `Kristian Strand <https://unsplash.com/photos/p8gzCnZf39k>`__
-
-
-پایتون هر «نوع داده» (Data Type) را توسط یک کلاس ارایه می‌دهد؛ بنابراین هر داده یک نمونه یا یک شی از کلاسی مشخص است. هر چند برنامه‌نویس نیز می‌تواند با تعریف کلاس، نوع دلخواه خود را داشته باشد ولی در این درس می‌خواهیم درباره آن بخشی از انواع داده یا انواع شی‌ای که به شکل آماده (Built-in) در اختیار مفسر زبان پایتون قرار داده شده است صحبت کنیم. 
-
-در ادامه شرح «انواع عددی» در پایتون، این بخش به بررسی کامل نوع داده «رشته» (String) و همچنین نوع داده باینری (Binary) در پایتون خواهد پرداخت. 
-
-با اینکه تلاش شده است جزییات کامل باشند ولی در برخی بخش‌ها مطالعه اسناد رسمی پایتون می‌تواند اطلاعات کامل‌تری را در اختیار شما قرار دهد. در مواقع بسیاری از تابع‌های آماده پایتون استفاده خواهد شد که ممکن است جزییاتی بیشتر از آنچه در این درس بیان می‌شود را داشته باشند؛ به همین دلیل لینک تعریف آن‌ها در اسناد پایتون نیز ارایه گشته است. نکته مهم در مطالعه این درس بررسی نمونه کدهاست که گاهی درک توضیحی که داده شده است بدون دقت در این نمونه کدها ناممکن خواهد بود.
-
-
-:emoji-size:`✔` سطح: مقدماتی
-
-----
-
-.. contents:: سرفصل‌ها
-    :depth: 2
-
-----
-
-
-.. _python-string: 
-
-نوع رشته (str)
----------------
-
-
-نوع «رشته» (String) در پایتون با قرار گرفتن دنباله‌ای از کاراکترها درون یک جفت نماد نقل قول (Quotation) تکی ``' '`` یا دو تایی ``" "`` ایجاد می‌شود؛ به مانند ``"Python Strings"`` یا ``'Python Strings'`` که تفاوتی با یکدیگر  از نظر نوع ندارند::
-
-    >>> a = "Python Strings"
-
-    >>> type(a)
-    <class 'str'>
-
-    >>> a
-    'Python Strings'
-
-    >>> print(a)
-    Python Strings
-
-    >>> import sys
-    >>> sys.getsizeof(a)
-    63
-
-بیشتر مواقع در حالت تعاملی نیازی به استفاده از تابع ``print`` نمی‌باشد ولی باید توجه داشته باشیم که حالت تعاملی بر بدون ابهام بودن این خروجی‌ها توجه دارد بنابراین آن‌ها را با جزییات نمایش می‌دهد که مناسب برنامه‌نویس است؛ برای نمونه حتما به چگونگی نمایش انواع دسیمال و کسری توجه کرده‌اید یا در نمونه کد بالا مشاهده می‌شود که نوع رشته به همراه نماد نقل قول نمایش داده شده است یا اگر متن رشته شامل کاراکترهای Escape باشد، آن‌ها را بدون تفسیر به همان شکل به خروجی می‌فرستد. اما ``print`` توجه بر خوانایی خروجی خود دارد و تا حد امکان جزییات را پنهان می‌کند؛ در نتیجه متن تمیزتری را نمایش می‌دهد که بیشتر مناسب کاربر نهایی است.
-
-در پایتون برخلاف برخی از زبان‌ها نوع کاراکتر یا ``char`` وجود ندارد؛ در این زبان یک کاراکتر چیزی جز یک رشته با طول یک نیست.
-
-در پایتون می‌توان از نمادهای نقل قول در داخل یکدیگر نیز بهره برد؛ در این شرایط تنها می‌بایست نماد نقل قول داخلی با بیرونی متفاوت باشد. چنانچه می‌خواهید از نماد نقل قول یکسانی استفاده نمایید، باید از کاراکترهای Escape کمک بگیرید که در ادامه بررسی خواهند شد::
- 
-    >>> "aaaaaa 'bbb'"
-    "aaaaaa 'bbb'"
-
-    >>> 'aaaaaa "bbb"'
-    'aaaaaa "bbb"'
-
-    >>> "I'm cold!"
-    "I'm cold!"
-
-::
-
-    >>> 'I\'m cold!'
-    "I'm cold!"
-
-از درس پیش با Docstring آشنا شده‌ایم؛ در کاربردی دیگر از سه نماد نقل قول ``"""`` یا ``'''`` برای ایجاد شی رشته نیز استفاده می‌شود. مزیت این نوع رشته در این است که می‌توان متن آن را به سادگی در چند سطر و با هر میزان تورفتگی دلخواه نوشت؛ این موضوع در زمان‌هایی که قصد استفاده از کدهای خاص به مانند HTML در برنامه خود داشته باشیم، بسیار مفید خواهد بود::
-
-    >>> a = """Python"""
-    >>> a
-    'Python'
-
-::
-
-    >>> html = """
-    ... <!DOCTYPE html>
-    ... <html>
-    ...     <head>
-    ...         <title>Page Title</title>
-    ...     </head>
-    ...     <body>
-    ...         <h1>This is a Heading.</h1>
-    ...         <p>This is a paragraph.</p>
-    ...     </body>
-    ... </html>
-    ... """
-    >>> print(html)
-
-    <!DOCTYPE html>
-    <html>
-        <head>
-            <title>Page Title</title>
-        </head>
-        <body>
-            <h1>This is a Heading.</h1>
-            <p>This is a paragraph.</p>
-        </body>
-    </html>
-
-    >>> 
-
-
-.. _python-string-sequence: 
-
-رشته به عنوان دنباله‌ (Sequence)
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-برخی از انواع شی پایتون به مانند رشته، توپِل (tuple)، لیست (list) و... با عنوان **دنباله** (Sequence) نیز شناخته می‌شوند. دنباله ویژگی‌هایی دارد که در اینجا به کمک نوع رشته بررسی خواهیم کرد. رشته در واقع یک **دنباله** از کاراکترهاست در نتیجه می‌توان هر یک از اعضای این دنباله را با استفاده از اندیس (Index) موقعیت آن، دستیابی نمود؛ اندیس اعضا از سمت چپ با عدد صفر شروع و به سمت راست یک واحد یک واحد افزایش می‌یابد. به عنوان نمونه برای شی ``'Python Strings'`` می‌توانیم شمای اندیس‌گذاری را به صورت پایین در نظر بگیریم::
-
-     P y t h o n   S t r i n g s
-     - - - - - - - - - - - - - -
-     0 1 2 3 4 5 6 7  ...      13
-
-برای دستیابی اعضای یک دنباله با نام ``seq`` از الگو ``[seq[i`` که ``i`` اندیس عضو مورد نظر است؛ استفاده می‌شود::
-
-    >>> a = "Python Strings"
-    >>> a[0]
-    'P'
-    >>> a[7]
-    'S'
-    >>> a[6]
-    ' '
-
-.. rubric:: چند نکته:
-
-* الگو ``[seq[-i`` اعضا دنباله را از **سمت راست** پیمایش می کند؛ اندیس سمت راست ترین عضو ``1-`` است و به ترتیب به سمت چپ یک واحد یک واحد کاهش می‌یابد.
-* الگو ``[seq[i:j`` اعضایی از دنباله را که در بازه‌ای از اندیس ``i`` تا قبل از اندیس ``j`` هستند را دستیابی می‌کند. برای بیان نقاط «از ابتدا» و «تا انتها» می‌توان به ترتیب ``i`` و ``j`` را ذکر نکرد.
-* الگو ``[seq[i:j:k`` همانند قبلی است با این تفاوت که ``k`` اندازه گام پیمایش اعضا را تعیین می‌کند.
-* با استفاده از تابع ``()len`` می‌توان تعداد اعضای یک دنباله را به دست آورد [`اسناد پایتون  <http://docs.python.org/3/library/functions.html#len>`__].
-
-::
-
-    >>> a = "Python Strings"
-
-    >>> len(a)
-    14
-
-    >>> a[-2]
-    'g'
-
-    >>> a[2:4]
-    'th'
-
-    >>> a[4:-4]
-    'on Str'
-
-    >>> a[7:]
-    'Strings'
-
-    >>> a[:6]
-    'Python'
-
-    >>> a[:-1]
-    'Python String'
-
-    >>> a[-6:]
-    'trings'
-
-    >>> a[2:12:3]
-    'tntn'
-
-    >>> a[:6:2]
-    'Pto'
-
-    >>> a[7::4]
-    'Sn'
-
-    >>> a[-1]
-    's'
-
-    >>> a[len(a) - 1]
-    's'
-
-
-
-باید توجه داشت که یک شی رشته جزو انواع **immutable** پایتون است و مقدار (یا اعضا دنباله) آن را نمی‌توان تغییر داد؛ برای مثال نمی‌توان شی ``'Python Strings'`` به ``'Python-Strings'`` تغییر داد - برای این کار تنها می‌بایست یک شی جدید ایجاد کرد::
-
-    >>> a = "Python Strings"
-    >>> a[6] = "-"
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-    TypeError: 'str' object does not support item assignment
-
-.. _python-string-operators: 
-
-عملگرها برای رشته
-~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-با رشته‌ها نیز می‌توان از عملگرهای ``+`` (برای پیوند رشته‌ها) و ``*`` (برای تکرار رشته‌ها) بهره برد:: 
-
-    >>> a = "Python" + " " + "Strings"
-    >>> a
-    'Python Strings'
-
-    >>> "-+-" * 5
-    '-+--+--+--+--+-'
-
-برای پیوند می‌توان از عملگر ``+`` صرف نظر کرد  و تنها با کنار هم قرار دادن رشته‌ها، آن‌ها را پیوند داد::
-
-    >>> "Python " "Programming " "Language"
-    'Python Programming Language'
-
-::
-
-    >>> a, b, c = "Python ", "Programming ", "Language"
-    >>> a + b + c
-    'Python Programming Language'
-
-::
-
-    >>> name = "Python"
-    >>> version = 3.11
-    >>> name + version
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-    TypeError: can only concatenate str (not "float") to str
-
-برای بررسی برابر بودن **مقدار** دو رشته مانند دیگر اشیا می‌توان از عملگر ``==`` استفاده کرد::
-
-    >>> a = "py"
-    >>> b = "PY"    # Uppercase
-    >>> a == b
-    False
-
-از عملگرهای عضویت هم می‌توان برای بررسی وجود کاراکتر یا رشته‌ای درون رشته‌ای دیگر استفاده کرد::
-
-    >>> "n" in "python"
-    True
-    >>> "py" not in "python"
-    False
-
-
-
-کمی جلوتر خواهید دید که از عملگر ``%`` نیز برای قالب‌بندی رشته‌ها استفاده می‌گردد.
-
-.. _python-escape-characters: 
-
-کاراکترهای Escape
-~~~~~~~~~~~~~~~~~~~~~~~~~
-
-به صورت پیش‌فرض تعدادی کاراکتر خاص تعریف شده است که می‌توان آن‌ها را درون رشته‌ها بکار برد. تمام  این کاراکترها با یک ``\`` آغاز می‌شوند به همین دلیل گاهی نیز به نام Backslash Characters خوانده می‌شوند [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Escape_character>`__]. در واقع این کاراکترها امکانی برای درج برخی دیگر از کاراکترها هستند که نمی‌توان آن‌ها را به سادگی توسط صفحه‌کلید وارد کرد. برای نمونه یکی از کاراکترهای Escape رایج ``n\`` است که بیانگر کاراکتری با کد اسکی 10 (LF) به نام newline می‌باشد؛ ``n\`` در هر جایی از رشته (یا متن) که درج گردد در هنگام چاپ سطر جاری را پایان می‌دهد و ادامه رشته (یا متن) از سطر جدید آغاز می‌‌شود::
-
-    >>> a = "Python\nProgramming\nLanguage"
-
-    >>> a
-    'Python\nProgramming\nLanguage'
-
-    >>> print(a)
-    Python
-    Programming
-    Language
-    >>> 
-
-برخی از این کاراکترها به شرح پایین است:
-
-* ``n\`` - پایان سطر جاری و رفتن به سطر جدید
-* ``t\`` - برابر کد اسکی 9 (TAB): درج هشت فاصله (کلید Space)
-* ``uxxxx\`` - درج یک کاراکتر یونیکد 16 بیتی با استفاده از مقدار هگزادسیمال (پایه شانزده) آن : ``"u067E\"``
-* ``Uxxxxxxxx\`` - درج یک کاراکتر یونیکد 32 بیتی با استفاده از مقدار هگزادسیمال (پایه شانزده) آن : ``"U0001D11E\"``
-* ``ooo\`` - درج یک کاراکتر با استفاده از مقدار اُکتال (پایه هشت) آن : ``"123\"``
-* ``xhh\`` - درج یک کاراکتر با استفاده از مقدار هگزادسیمال (پایه شانزده) آن : ``"x53\"``
-* ``'\`` - درج یک کاراکتر ``'``
-* ``"\`` - درج یک کاراکتر ``"``
-* ``\\`` - درج یک کاراکتر ``\``
-
-این ویژگی رشته‌ها گاهی موجب مشکل می‌شود؛ فرض کنید می‌خواهیم آدرس فایلی از سیستم عامل ویندوز  را چاپ نماییم::
-
-    >>> fpath = "C:\new\text\sample.txt"
-
-    >>> print(fpath)
-    C:
-    ew        ext\sample.txt
-
-برای حل مشکل نمونه کد بالا می‌توان هر جا که نیاز به ``\`` است از ``\\`` استفاده کرد: ``"C:\\new\\text\\sample.txt"``. ولی راهکار جامع‌تر ایجاد «**رشته‌های خام**» (Raw Strings) است؛ در این نوع رشته‌، کاراکترهای Escape بی‌اثر هستند. رشته خام با افزوده شدن یک حرف ``r`` یا ``R`` به ابتدای یک رشته معمولی ایجاد می‌گردد::
-
-    >>> fpath = r"C:\new\text\sample.txt"
-    >>> print(fpath)
-    C:\new\text\sample.txt
-
-
-.. _python-character-code: 
-
-تبدیل کد به کاراکتر و برعکس
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-می‌دانیم برای اینکه کامپیوتر بتواند کاراکتر‌ها را  درک کند نیاز به سیستم‌هایی است که آن‌ها را برای تبدیل به کدهای پایه دو کدگذاری کند؛ به مانند سیستم اَسکی (ASCII) یا سیستم‌های جامع‌تری مانند UTF-8 که تحت استاندارد یونیکد (Unicode) در دسترس است. گاهی نیاز است به این کدها دسترسی داشته باشیم و با کاراکترها بر اساس آن‌ها کار کنیم؛ برای این منظور در پایتون می‌توان از دو تابع ``()ord`` (تبدیل کد به کاراکتر) [`اسناد پایتون <http://docs.python.org/library/functions.html#ord>`__] و ``()chr`` (تبدیل کاراکتر به کد) [`اسناد پایتون <http://docs.python.org/library/functions.html#chr>`__] استفاده کرد. تابع ``()ord`` یک رشته تک کاراکتری را گرفته و یک عدد (در پایه ده) که بیانگر کد کاراکتر مورد نظر می‌باشد را برمی‌گرداند. تابع  ``()chr`` نیز کد کاراکتری (که می‌بایست عددی در پایه ده باشد) را گرفته و کاراکتر مربوط به آن را برمی‌گرداند::
-
-    >>> # Python 3.x - GNU/Linux
-
-    >>> ord("A")
-    65
-    >>> chr(65)
-    'A'
-    
-    >>> int("067E", 16)   # Hexadecimal to Decimal
-    1662
-    >>> chr(1662)         # Unicode Character:  1662 -> 067E -> 'پ'
-    'پ'
-    >>> ord(_)            # _ is result of the last executed statement  = 'پ'
-    1662
-
-    >>> ord("\U0001D11E")
-    119070
-    >>> chr(_)
-    '𝄞'
-
-
-.. _python-convert-to-string: 
-
-تبدیل به نوع رشته
-~~~~~~~~~~~~~~~~~~~~~
-
-برای تبدیل اشیایی از نوع دیگر به نوع رشته؛ کلاس ``()str`` [`اسناد پایتون <http://docs.python.org/library/functions.html#func-str>`__] و تابع ``()repr`` [`اسناد پایتون <http://docs.python.org/library/functions.html#repr>`__] وجود دارد. کلاس ``()str`` یک نمونه غیر رسمی (informal) از نوع شی رشته را برمی‌گرداند؛ غیر رسمی از این جهت که توسط آن جزییات شی رشته پنهان می‌شود. اما تابع ``()repr`` یک نمونه رسمی (official) از نوع رشته پایتون را برمی‌گرداند. کمی قبل‌تر راجب تفاوت خروجی ``print`` و حالت تعاملی صحبت کردیم؛  در واقع خروجی ``()str`` مناسب برای چاپ است و همانند ``print`` جزییات این نوع شی را ارایه نمی‌دهد در حالی که ``()repr`` به مانند حالت تعاملی یک ارايه (representation) کامل از شی رشته را برمی‌گرداند::
-
-    >>> str(14)
-    '14'
-    >>> repr(14)
-    '14'
-
-    >>> str(True)
-    'True'
-    >>> repr(False)
-    'False'
-
-::
-
-    >>> a = "Python Strings"
-
-    >>> str(a)
-    'Python Strings'
-    >>> repr(a)
-    "'Python Strings'"
-
-    >>> print(str(a))
-    Python Strings
-    >>> print(repr(a))
-    'Python Strings'
-
-همچنین به جای این دو می‌توانید از متدهای ``()__str__`` و ``()__repr__`` استفاده نمایید::
-
-      >>> a = 10
-      >>> a.__str__()
-      '10'
-
-
-.. _python-string-formatting: 
-
-قالب‌بندی رشته‌ (String Formatting)
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-قالب‌بندی امکانی برای جایگزین کردن یک یا چند مقدار (به بیان بهتر: شی) - گاهی همراه با اعمال تغییر دلخواه - درون یک رشته است که به چند روش در پایتون پیاده‌سازی می‌گردد:
-
-* روش قدیمی و با استفاده از  الگوی ``(s..." % (values%..."``
-* فراخوانی متد ``()format`` - با الگو ``(format(values."...{}..."``
-* f-string
-
-
-
-.. _python-string-formatting-old: 
-
-قالب‌بندی به روش قدیم
-~~~~~~~~~~~~~~~~~~~~~~~~
-
-  از دو بخش تشکیل شده است؛ بخش سمت چپ عملگر ``%``، رشته‌ای را مشخص می‌کند که شامل یک یا چند کد جایگذاری شی می‌باشد - کدهای جایگذاری همگی با یک کاراکتر ``%`` شروع می‌شوند؛ مانند: ``s%`` - و در سمت راست آن شی‌هایی برای جایگزین شدن در رشته، داخل پرانتز قرار دارد؛ این اشیا به ترتیب از سمت چپ درون رشته جایگذاری می‌گردند::
-
-      >>> "Python is %s to learn if you know %s to start!" % ("easy", "where")
-      'Python is easy to learn if you know where to start!'
-
-  برخی از کدهای جایگذاری به شرح پایین است:
-
-  * ``s%`` - جایگزینی در قالب یک رشته به شکل خروجی کلاس ``()str``
-  * ``r%`` - جایگزینی در قالب یک رشته به شکل خروجی تابع ``()repr``
-  * ``c%`` - جایگزینی در قالب یک کاراکتر: یک عدد صحیح که نشانگر کد کاراکتر می‌باشد را به کاراکتر یونیکد تبدیل کرده و درون رشته قرار می دهد.
-
-  ::
-
-      >>> "%r is a %s language." % ("Python", "programming")
-      "'Python' is a programming language."
-
-      >>> er = 1427
-      >>> "Error %s!" % (er)
-      'Error 1427!'
-
-      >>> "A, B, C, ... Y, %c" % (90)
-      'A, B, C, ... Y, Z'
-
-  * ``d%`` یا ``i%`` - جایگزینی در قالب یک عدد صحیح در پایه ده
-  * ``o%`` - جایگزینی در قالب یک عدد صحیح در پایه هشت
-  * ``x%`` - جایگزینی در قالب یک عدد صحیح در پایه شانزده با حروف کوچک
-  * ``X%`` - جایگزینی در قالب یک عدد صحیح در پایه شانزده با حروف بزرگ
-
-  ::
-
-      >>> "4 + 4 == %d" % (2*4)
-      '4 + 4 == 8'
-
-      >>> "%d" % (0b0110)
-      '6'
-
-      >>> "%d" % (12.6)
-      '12'
-
-      >>> "int('%o', 8) == %d" % (0o156, 0o156)
-      "int('156', 8) == 110"
-
-      >>> "15 == %X in HEX" % (15)
-      '15 == F in HEX'
-
-
-
-
-  * ``f%`` - جایگزینی در قالب یک عدد ممیز شناور (دقت پیش‌فرض: ۶) در پایه ده
-  * ``F%`` - همانند ``f%`` ؛ با این تفاوت که ``nan`` و ``inf`` را به شکل ``NAN`` و ``INF`` درج می‌کند.
-  * ``e%`` - جایگزینی در قالب یک عدد ممیز شناور به شکل نماد علمی با حرف کوچک
-  * ``E%`` - جایگزینی در قالب یک عدد ممیز شناور به شکل نماد علمی با حرف بزرگ
-
-  ::
-
-      >>> "%f" % (12.526)
-      '12.526000'
-
-      >>> "%f" % (122e-3)
-      '0.122000'
-
-      >>> "%E" % (12.526)
-      '1.252600E+01'
-
-  همچنین این الگو را می‌توان با استفاده از یک شی دیکشنری - این نوع شی توسط درس هشتم بررسی می‌گردد - پیاده‌سازی نمود. در این شیوه اشیا با استفاده از کلید جایگذاری می‌گردند و دیگر ترتیب آن‌ها اهمیتی ندارد. به نمونه کد پایین توجه نمایید::
-
-      >>> '%(qty)d more %(product)s' % {'product': 'book', 'qty': 1}
-      '1 more book'  
-
-
-      >>> reply = """
-      ... Greetings...
-      ... Hello %(name)s!
-      ... Your age is %(age)s
-      ... """
-      >>> values = {'name': 'Bob', 'age': 40}
-      >>> print(reply % values)
-      
-      Greetings...
-      Hello Bob!
-      Your age is 40
-      
-      >>>
-
-  در اصل می‌توان برای بخش سمت چپ این قالب، ساختاری مانند پایین را در نظر گرفت::
-
-      %[(keyname)][flags][width][.precision]typecode
-
-
-* در هر استفاده وجود هر یک از ``[ ]`` ها اختیاری است یا بستگی به مورد استفاده دارد.
-* (keyname) - درج کلید داخل پرانتز - در مواقع استفاده از شی دیکشنری آورده می‌شود.
-* flags - می‌تواند یکی از سه نماد ``+``، ``−`` و ``0`` باشد. ``+`` موجب درج علامت عدد می‌شود (علامت اعداد منفی به صورت پیش‌فرض درج می‌گردد؛ این علامت بیشتر برای درج علامت اعداد مثبت به کار می‌رود)، ``−`` موجب چپ‌چین شدن مقدار می‌گردد (حالت پیش‌فرض راست‌چین است) و ``0`` تعیین می‌کند که فضای خالی اضافی با صفر پر گردد (در حالت پیش‌فرض Space گذاشته می‌شود).
-* width - اندازه رشته را تعیین می‌کند؛ در مواردی که اندازه تعیین شده بیشتر از اندازه واقعی مقدار باشد، فضای اضافی را می‌توان با صفر یا فضای خالی (Space) پر کرد و البته زمانی که کمتر تعیین گردد، این گزینه نادیده گرفته می‌شود.
-* precision. - در مورد اعداد ممیز شناور، دقت یا تعداد ارقام بعد از ممیز را تعیین می‌کند (دقت پیش‌فرض: ۶). در مواردی که تعداد تعیین شده کمتر از تعداد واقعی ارقام بعد ممیز باشد، عدد گِرد می‌گردد. به وجود ``.`` پیش از آن توجه نمایید.
-* typecode - بیانگر همان حرف تعیین کننده نوع کد جایگذاری می‌باشد.
-* به جای width و precision. می توان از ``*`` استفاده کرد که در این صورت عدد مربوط به آن‌ها نیز در بخش سمت راست آورده می‌شود و شی جایگزینی می‌بایست درست پس از آن ذکر گردد. این گزینه در مواقعی که لازم است این اعداد در طول اجرای برنامه تعیین گردند کاربرد دارد.
-
-
-  ::
-
-      >>> "%6d" % (256)    # typecode='d' width='6' 
-      '   256'
-
-      >>> "%-6d" % (256)   # typecode='d' width='6' flags='-'
-      '256   '
-
-      >>> "%06d" % (256)   # typecode='d' width='6' flags='0'
-      '000256'
-
-      >>> "%+d" % (256)    # typecode='d' flags='+'
-      '+256'
-
-  ::
-
-      >>> "%10f" % (3.141592653589793)      # typecode='f' width='10'
-      '  3.141593'
-
-      >>> "%10.4f" % (3.141592653589793)    # typecode='f' precision='4' width='10'
-      '    3.1416'
-
-      >>> "%10.8f" % (3.141592653589793)    # typecode='f' precision='8' width='10'
-      '3.14159265'
-
-      >>> "%-10.0f" % (3.141592653589793)   # typecode='f' precision='0' width='10' flags='-'
-      '3         '
-
-  ::
-
-      >>> "%*d" % (5, 32)                                  # typecode='d' width='5'
-      '   32'
-
-      >>> "%d %*d %d" % (1, 8, 8231, 3)
-      '1     8231 3'
-
-      >>> "%f, %.2f, %.*f" % (1/3.0, 1/3.0, 4, 1/3.0)
-      '0.333333, 0.33, 0.3333'
-
-      >>> n = """
-      ... %15s : %-10s
-      ... %15s : %-10s
-      ... """
-      >>> v = ("First name", "Richard", "Last name",  "Stallman")
-      >>> print(n % v)
-      
-           First name : Richard   
-            Last name : Stallman  
-      
-      >>> 
-
-
-        
-.. _python-string-formatting-new: 
-
-قالب‌بندی با متد format
-~~~~~~~~~~~~~~~~~~~~~~~
-
-  در این قالب اشیا، آرگومان‌های یک متد مشخص هستند و با استفاده اندیس موقعیت‌ یا نام آن‌ها داخل ``{}`` در رشته جایگذاری می‌گردند::
-
-      >>> '{0} {1} {2}'.format("Python", "Programming", "Language")
-      'Python Programming Language'
-
-  ::
-
-      >>> reply = """
-      ... Greetings...
-      ... Hello {name}!
-      ... Your age is {age}
-      ... """
-      >>> print(reply.format(age=40, name='Bob'))
-
-      Greetings...
-      Hello Bob!
-      Your age is 40
-
-      >>>
-
-  ::
-
-      >>> "{0} version {v}".format("Python", v="3.4")
-      'Python version 3.4'
-
-  .. caution::
-      همانطور که در درس تابع‌ خواهیم آموخت؛ بدون نیاز به رعایت ترتیب می‌توان آرگومان‌ها را با انتساب مقدار مورد نظر به آن‌ها ارسال نمود.
-
-
-  با هر ترتیبی می‌توان اشیا را جایگذاری نمود::
-
-      >>> '{2}, {1}, {0}'.format('a', 'b', 'c')
-      'c, b, a'
-
-  چنانچه بخواهیم اشیا به ترتیبی که در آرگومان متد قرار دارد جایگذاری شوند؛ نیازی به ذکر اندیس یا نام آرگومان نمی‌باشد::
-
-      >>> '{}, {}, {}'.format('a', 'b', 'c')
-      'a, b, c'
-
-  با آوردن یک ``*`` پشت آرگومانی که یک شی دنباله است (مانند شی رشته) می‌توان اعضای آن را دستیابی نمود. البته چنانچه بخواهیم از آرگومان‌های دیگری نیز استفاده کنیم لازم است آن‌ها در ابتدای متد قرار داشته باشند که در این صورت شمارش اندیس از آن‌ها شروع می‌گردد؛ به نمونه کد پایین توجه نمایید::
-
-      >>> '{2}, {1}, {0}'.format(*'abc')
-      'c, b, a'
-
-      >>> '{2}, {1}, {0}'.format(*'python')
-      't, y, p'
-
-      >>> '{2}, {1}, {0}'.format('z', *'abc')
-      'b, a, z'
-
-
-  بخش درون رشته این قالب نیز ساختاری مشابه پایین دارد::
-
-      {fieldname !conversionflag :formatspec}
-
-* fieldname - اندیس یا نام آرگومان است.
-* conversionflag! - می‌تواند یکی از حروف ``r`` و ``s`` باشد که به ترتیب ``()repr`` و ``()str`` را بر روی شی فراخوانی می‌کنند. توجه داشته باشید که این حروف با ``!`` شروع می‌شوند::
-
-      >>> "repr() shows quotes: {!r}; str() doesn't: {!s}".format('test1', 'test2')
-      "repr() shows quotes: 'test1'; str() doesn't: test2"
-
-* formatspec: - چگونگی درج شی در رشته را تعیین می‌کند. با ``:`` شروع می‌شود و خود ساختاری به مانند پایین دارد::
-
-      [[fill]align][sign][#][0][width][,][.precision][typecode]
-
-* در هر استفاده وجود هر یک از ``[ ]`` ها اختیاری است یا بستگی به مورد استفاده دارد.
-* fill - می‌تواند هر کاراکتر قابل چاپی باشد - از این گزینه برای پر کردن فضای خالی که توسط width ایجاد گردیده، استفاده می‌شود.
-* align - می‌تواند یکی از کاراکترهای ``<``، ``>`` یا ``^`` باشد که به ترتیب بیانگر حالت راست‌چین، چپ‌چین و وسط‌چین می‌باشند. width نیز پس از آن‌ها آورده می‌شود که میزان اندازه رشته را تعیین می‌کند.
-
-    ::
-
-        >>> '{0:<30}'.format('left aligned')     # align='<' width='30'
-        'left aligned                  '
-
-        >>> '{0:>30}'.format('right aligned')    # align='>' width='30'
-        '                 right aligned'
-
-        >>> '{0:^30}'.format('centered')         # align='^' width='30'
-        '           centered           '
-
-        >>> '{0:*^30}'.format('centered')        # align='^' width='30' fill='*'
-        '***********centered***********'
-
-* sign - برای نمایش علامت اعداد کاربرد دارد و می‌تواند یکی از  نمادهای ``+``، ``−`` یا یک فضا خالی (Space) باشد. به این صورت که: ``+`` علامت تمام اعداد مثبت و منفی را درج می‌کند و ``−`` نیز تنها موجب درج علامت اعداد منفی می‌شود. در صورت استفاده از فضای خالی، علامت اعداد منفی درج شده ولی به جای علامت اعداد مثبت یک کاراکتر فضای خالی وارد می‌شود.
-
-    ::
-
-        >>> '{0:+f}; {1:+f}'.format(3.14, -3.14)   # typecode='f' sign='+'
-        '+3.140000; -3.140000'
-
-        >>> '{0:-f}; {1:-f}'.format(3.14, -3.14)   # typecode='f' sign='-'
-        '3.140000; -3.140000'
-
-        >>> '{0: f}; {1: f}'.format(3.14, -3.14)   # typecode='f' sign=' '
-        ' 3.140000; -3.140000'
-
-* برخلاف قالب قبلی، می‌توان  تبدیل پایه دو را هم داشته باشیم. تبدیل پایه در این قالب با استفاده از حروف ``b`` (پایه دو)، ``o`` (حرف اُ کوچک - پایه هشت) و ``x`` یا ``X`` (پایه شانزده) انجام می‌شود. چنانچه یک نماد ``#`` به پیش از آن‌ها افزوده شود، پیشوند پایه نیز درج می‌گردد::
-
-        >>> "int: {0:d};  hex: {0:x};  oct: {0:o};  bin: {0:b}".format(42)
-        'int: 42;  hex: 2a;  oct: 52;  bin: 101010'
-
-        >>> "int: {0:d};  hex: {0:#x};  oct: {0:#o};  bin: {0:#b}".format(42)
-        'int: 42;  hex: 0x2a;  oct: 0o52;  bin: 0b101010'
-
-* با استفاده از یک ``,`` (کاما Comma) می‌توان یک عدد را سه رقم سه رقم از سمت راست جدا نمود::
-
-        >>> '{0:,}'.format(1234567890)
-        '1,234,567,890'
-
-* بخش‌هایی از قالب قبلی در این قالب نیز تعریف شده‌ است. گزینه‌های precision ،typecode. و width به همان صورتی هستند که در قالب قبلی بیان گشته است. البته موارد typecode کمی کمتر است؛ به عنوان نمونه در این قالب کد ``i`` وجود ندارد و تنها می‌توان از ``d`` برای اعداد صحیح در پایه ده استفاده کرد::
-
-        >>> '{0:06.2f}'.format(3.14159)    # width='6' precision='.2' typecode='f'  and [0]
-        '003.14'
-        >>> '{0:^8.2f}'.format(3.14159)    # align='^'
-        '  3.14  '
-
-* برای بیان درصد می‌توان از ``%`` به جای ``f`` استفاده کرد::
-
-        >>> points = 19.5
-        >>> total = 22
-        >>> 'Correct answers: {0:.2%}'.format(points/total)
-        'Correct answers: 88.64%'
-
-
-* در قالب قبلی با استفاده از ``*`` می‌توانستیم گزینه‌های خود را در طرف دیگر مقداردهی نماییم؛ در قالب جدید برای این منظور می‌توان مانند کاری که برای جایگذاری اشیا انجام می‌دادیم، از ``{ }`` استفاده کرده و مقدار گزینه‌ها را در جایگاه آرگومان متد تعریف نماییم::
-
-        >>> text = "Right"
-        >>> align = ">"
-        >>> '{0:{fill}{align}16}'.format(text, fill=align, align=align)
-        '>>>>>>>>>>>Right'
-
-.. _python-fstring: 
-
-قالب‌بندی به روش f-string
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-از نسخه پایتون 3.6 یک امکان جدید و بسیار جالب در بحث قالب‌بندی رشته‌ها ارايه شده است که با عنوان ``f-string`` شناخته می‌شود [`PEP 498 <https://www.python.org/dev/peps/pep-0498//>`__].
-
-ساختار همان ساده شده حالت ``()str.format`` می‌باشد::
-
-  >>> name = "Saeid"
-  >>> age = 32
-  >>> f"Hello, {name}. You are {age}."
-  'Hello, Saeid. You are 32.'
-  >>> 
-
-یعنی اگر در ابتدای یک متن، حرف ``f`` یا ``F`` قرار دهیم، آنگاه می‌توانیم متغیرها یا عبارات خود را مستقیم در داخل آن - با استفاده از ``{}`` - قرار بدهیم::
-
-  >>> f"{2 * 37}"
-  '74'
-
-بدیهی است که متغیرها (- یا نتیجه حاصل عبارات) یا اشیای مورد استفاده در شیوه **f-string** در نهایت برای قرار گرفتن درون متن یا رشته مورد نظر می‌بایست به نوع رشته تبدیل شوند. در این شیوه به صورت پیش‌فرض متد ``()__str__`` برای تبدیل به نوع رشته فراخوانی می‌شود ولی می‌توان با قرار دادن نشانگر ``r!`` در انتهای شی مورد نظر، تعیین کرد که متد ``()__repr__`` فراخوانی شود::
-
-  >>> name = 'Saeid'
-  >>> print(f'My name is {name}')
-  My name is Saeid
-  >>> print(f'My name is {name!r}')
-  My name is 'Saeid'
-  >>> 
-
-در این شیوه می‌توان از نماد ``{}`` در خارج از اصول قالب‌بندی استفاده کرد ولی باید توجه داشت که هر دو نماد ``{{}}`` به عنوان یک ``{}`` در نظر گرفته می‌شود. وجود سه ``{{{}}}`` نیز در حکم همان دو تا می‌باشد::
-
-  >>> f'{{{{32}}}}'
-  '{{32}}'
-  >>> f'{{{32}}}'
-  '{32}'
-  >>> f'{{32}}'
-  '{32}'
-  >>> f'{32}'
-  '32'
-
-:: 
-
-  >>> print(f'{{My name}} is {name}')
-  {My name} is Saeid
-
-  >>> print(f'{{My name}} is {{name}}')  # NOTE!
-  {My name} is {name}
-
-  >>> print(f'{{My name}} is {{{name}}}')
-  {My name} is {Saeid} 
-
-  >>> print(f'{{My name}} is {{{{name}}}}')  # NOTE!
-  {My name} is {{name}}
-
-
-
-در نمونه کد پایین یک تابع را مستقیم در داخل متن موجود فراخوانی می‌کنیم::
-
-  >>> def to_lowercase(input):
-  ...     return input.lower()
-  ... 
-  >>> 
-  >>> name = "Eric Idle"
-  >>> 
-  >>> f"{to_lowercase(name)} is funny."
-  'eric idle is funny.'
-
-::
-
-  >>> f"{name.lower()} is funny."
-  'eric idle is funny.' 
-  >>> 
-
-
-همچنین می‌توانیم هر یک از اشیا مورد استفاده در درون متن را با شیوه خاص آن شی، با قرار دادن یک ``:`` به صورت جداگانه قالب‌بندی نماییم::
-
-
-  >>> a_float_number = 5.236501
-  >>> print(f'{a_float_number:.4f}')
-  5.2365
-  >>> print(f'{a_float_number:.2f}')
-  5.24
-  >>> 
-
-::
-
-  >>> a_int_number = 16
-  >>> print(f'{a_int_number:05d}')
-  00016
-  >>> 
-
-::
-
-  >>> import datetime
-  >>> now = datetime.datetime.now()
-  >>> print(f'{now:%Y-%m-%d %H:%M}')
-  2019-10-20 10:37
-
-در درس بیست و پنجم در مورد ماژول ``datetime`` صحبت خواهیم کرد. [`اسناد پایتون <https://docs.python.org/3/library/datetime.html>`__] 
-
-
-.. _python-string-methods: 
-
-برخی از متدهای کاربردی یک شی رشته
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-
-* ``()strip`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#str.strip>`__] - یک کپی از رشته که کارکترهای فضای خالی (whitespace) را از ابتدا و انتهای رشته حذف شده است را بر می‌گرداند::
-
-    >>> a = "      python string methods           "
-    >>> a.strip()
-    'python string methods'
-
-
-  همچنین می‌توان با استفاده از این متد، کاراکترهای دیگری نیز بنابر نیاز خود از ابتدا یا انتهای یک رشته حذف کنیم::
-
-        >>> a = "python string methods"
-        >>> a.strip('sdyp')
-        'thon string metho'
-
-  دو متد [`lstrip <https://docs.python.org/3/library/stdtypes.html#str.lstrip>`__] و [`rstrip <https://docs.python.org/3/library/stdtypes.html#str.rstrip>`__] نیز عملکردی مشابه دارند با این تفاوت که عملیات حذف را تنها در سمت چپ (left) یا راست (right) به انجام می‌رسانند.
-
-
-* ``()capitalize`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.capitalize>`__] - یک کپی از رشته که نخستین حرف آن به صورت بزرگ (Capital) نوشته شده است را برمی‌گرداند::
-
-    >>> a = "python string methods"
-    >>> a.capitalize()
-    'Python string methods'
-
-* ``(center(width`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.center>`__] - یک عدد صحیح که تعیین کننده اندازه رشته است گرفته و رشته را به صورت وسط‌چین شده درون این بازه برمی‌گرداند. در صورتی که اندازه تعیین شده کوچکتر از اندازه واقعی رشته ``(len(string`` باشد؛ رشته بدون تغییر بازگردانده می‌شود. این متد یک آرگومان اختیاری هم دارد که توسط آن می‌توان کاراکتری را برای پر کردن فضای خالی تعیین نمود::
-
-    >>> a = "python"
-
-    >>> a.center(25)
-    '          python         '
-
-    >>> a.center(25, "-")
-    '----------python---------'
-
-  دو متد مشابه دیگر با الگو ``(rjust(width`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.rjust>`__] و ``(ljust(width`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.ljust>`__] نیز هستند که به ترتیب برای راست‌چین و چپ‌چین کردن متن رشته استفاده می‌شوند::
-
-      >>> a.rjust(25)
-      '                   python'
-
-      >>> a.ljust(25, ".")
-      'python...................'
-
-
-* ``(count(sub`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.count>`__] - یک رشته را گرفته و تعداد وقوع آن در رشته اصلی را برمی‌گرداند. این متد دو آرگومان اختیاری نیز دارد که می‌توان نقطه شروع و پایان عمل این متد را مشخص نمود::
-
-    >>> a = "python string methods"
-
-    >>> a.count("t")
-    3
-    >>> a.count("tho")
-    2
-    >>> a.count("tho", 15)              # start=15
-    1
-    >>> a.count("tho", 0, len(a) - 1)   # start=0, end=20
-    2
-
-* ``(endswith(suffix`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.endswith>`__] - یک رشته را گرفته و چنانچه رشته اصلی با آن پایان یافته باشد مقدار ``True`` و در غیر این صورت ``False`` را برمی‌گرداند. این متد دو آرگومان اختیاری نیز دارد که می‌توان نقطه شروع و پایان عمل این متد را مشخص نمود::
-
-    >>> a = "Wikipedia, the free encyclopedia."
-
-    >>> a.endswith(",")
-    False
-    >>> a.endswith(",", 0 , 10)    # start=0, end=10
-    True
-    >>> a.endswith("pedia.", 14)   # start=14
-    True
-
-* ``(find(sub`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.find>`__] - یک رشته را گرفته و اندیس شروع آن را برای **نخستین** وقوع درون رشته اصلی برمی‌گرداند؛ در صورتی که آرگومان دریافتی در رشته اصلی یافت نشود مقدار ``1-`` برگردانده می‌شود. این متد دو آرگومان اختیاری نیز دارد که می‌توان نقطه شروع و پایان عمل این متد را مشخص نمود::
-
-    >>> a = "python programming language"
-
-    >>> a.find("language")
-    19
-    >>> a.find("p")
-    0
-    >>> a.find("p", 6)               # start=6
-    7
-    >>> a.find("g", 18, len(a)-1)    # start=18, end=27-1
-    22
-    >>> a.find("saeid")
-    -1 
-
-  متد مشابه دیگری نیز با الگو ``(rfind(sub`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.rfind>`__] وجود دارد؛ ولی با این تفاوت که اندیس شروع آرگومان دریافتی را برای **آخِرین** وقوع درون رشته اصلی برمی‌گرداند::
-
-      >>> a.rfind("p")
-      7
-      >>> a.rfind("p", 6)
-      7
-      >>> a.rfind("g", 18, len(a)-1)
-      25
-      >>> a.rfind("saeid")
-      -1
-
-  در صورتی که نیازی به اندیس ندارید و تنها می‌خواهید وجود یک رشته را درون رشته‌ای مشخص بررسی نمایید؛ از عملگر ``in`` استفاده کنید::
-
-      >>> "language" in a
-      True
-      >>> "p" in a
-      True
-      >>> "saeid" in a
-      False
-
-* ``(index(sub`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.index>`__] - همانند متد ``(find(sub`` است با این تفاوت که اگر آرگومان دریافتی در رشته اصلی یافت نشود یک خطا ``ValueError`` را گزارش می‌دهد::
-
-    >>> a = "python programming language"
-
-    >>> a.index("python")
-    0
-    >>> a.index("python", 6)
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-    ValueError: substring not found
-
-  متد دیگری نیز با الگو ``(rindex(sub`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.rindex>`__] وجود دارد که مانند ``(rfind(sub`` عمل می‌کند ولی با این تفاوت که اگر آرگومان دریافتی در رشته اصلی یافت نشود یک خطا ``ValueError`` را گزارش می‌دهد::
-
-      >>> a.rindex("g", 18, len(a)-1)
-      25
-
-
-
-* ``(join(iterable`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.join>`__] - یک دنباله با اعضایی تمام از نوع رشته را به صورت آرگومان دریافت می‌کند و با استفاده از رشته اصلی اعضای آن‌ را به یکدیگر پیوند داده و برمی‌گرداند::
-
-    >>> a = "-*-"
-
-    >>> a.join("python")
-    'p-*-y-*-t-*-h-*-o-*-n'
-
-    >>> a.join(['p', 'y', 't', 'h', 'o', 'n'])   # get a list of strings
-    'p-*-y-*-t-*-h-*-o-*-n'
-
-* ``(split(sep`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.split>`__] - یک کاراکتر را دریافت کرده و رشته را بر اساس آن از هم جدا کرده و به صورت یک شی لیست (list) برمی‌گرداند. این متد یک آرگومان اختیاری نیز دارد که می توان تعداد عمل جداسازی را تعیین نمود::
-
-    >>> a = "p-y-t-h-o-n"
-
-    >>> a.split()
-    ['p-y-t-h-o-n']
-
-    >>> a.split("-")
-    ['p', 'y', 't', 'h', 'o', 'n']
-
-    >>> a.split("-", 2)
-    ['p', 'y', 't-h-o-n']
-
-    >>> '1,2,,3,'.split(',')
-    ['1', '2', '', '3', '']
-
-  متد مشابه دیگری نیز با الگو ``(rsplit(sep`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.rsplit>`__] وجود دارد ولی با این تفاوت که رشته را از سمت راست پیمایش می‌کند::
-
-      >>> a.rsplit("-")
-      ['p', 'y', 't', 'h', 'o', 'n']
-
-      >>> a.rsplit("-", 2)
-      ['p-y-t-h', 'o', 'n']
-
-* ``(replace(old, new`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.replace>`__] - دو رشته به صورت آرگومان دریافت می‌کند؛ در تمام رشته اصلی بخش‌هایی که برابر مقدار آرگومان ``old``  هستند را با آرگومان ``new`` جایگزین می‌کند و سپس رشته جدید را برمی‌گرداند. این متد یک آرگومان اختیاری نیز دارد که می‌توان تعداد عمل جایگزینی را تعیین نمود::
-
-    >>> a = "He has a blue house and a blue car!"
-
-    >>> a.replace("blue", "red")
-    'He has a red house and a red car!'
-
-    >>> a.replace("blue", "red", 1)
-    'He has a red house and a blue car!'
-
-
-* ``()lower`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.lower>`__] - تمام حروف الفبا انگلیسی موجود در رشته را به حرف **کوچک** تبدیل می‌کند و برمی‌گرداند::
-
-    >>> "CPython-3.4".lower()
-    'cpython-3.4'
-
-
-  برعکس؛ متد ``()upper`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.upper>`__] تمام حروف الفبا انگلیسی موجود در رشته را به حرف **بزرگ** تبدیل می‌کند و برمی‌گرداند::
-
-    >>> "CPython-3.4".upper()
-    'CPYTHON-3.4'
-
-* ``()islower`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.islower>`__] - اگر رشته حداقل شامل یکی از حروف الفبا انگلیسی بوده و تمام حروف الفبا آن به صورت **کوچک** باشند مقدار ``True`` و در غیر این صورت ``False`` را برمی‌گرداند::
-
-    >>> "python".islower()
-    True
-    >>> "python-3.4".islower()
-    True
-    >>> "Python".islower()
-    False
-
-
-  برعکس؛ متد ``()isupper`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.isupper>`__] اگر رشته حداقل شامل یکی از حروف الفبا انگلیسی بوده و تمام حروف الفبا آن به صورت **بزرگ** باشند مقدار ``True`` و در غیر این صورت ``False`` را برمی‌گرداند::
-
-    >>> "python".isupper()
-    False
-    >>> "Python".isupper()
-    False
-    >>> "PYTHON".isupper()
-    True
-    >>> "PYTHON-3.4".isupper()
-    True
-
-
-* ``()isalpha`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.isalpha>`__] - اگر رشته حداقل شامل یک کاراکتر بوده و تمام کاراکترهای آن تنها یکی از حروف الفبا انگلیسی (کوچک یا بزرگ) باشند مقدار ``True`` و در غیر این صورت ``False`` را برمی‌گرداند::
-
-    >>> "python".isalpha()
-    True
-    >>> "python34".isalpha()
-    False
-    >>> "python 34".isalpha()
-    False
-
-
-* ``()isalnum`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.isalnum>`__] - اگر رشته حداقل شامل یک کاراکتر بوده و تمام کاراکترهای آن تنها یکی از عددهای ``0`` تا ``9`` یا حروف الفبا انگلیسی (کوچک یا بزرگ) باشند مقدار ``True`` و در غیر این صورت ``False`` را برمی‌گرداند::
-
-    >>> "python34".isalnum()
-    True
-    >>> "python3.4".isalnum()
-    False
-    >>> "python-34".isalnum()
-    False
-
-
-* ``()isdigit`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#str.isdigit>`__] - اگر رشته حداقل شامل یک کاراکتر بوده و تمام کاراکترهای آن تنها یکی از عددهای ``0`` تا ``9`` باشند مقدار ``True`` و در غیر این صورت ``False`` را برمی‌گرداند::
-
-    >>> "python34".isdigit()
-    False
-    >>> "34".isdigit()
-    True
-    >>> "3.4".isdigit()
-    False
-
-.. _python-bytes: 
-
-نوع داده باینری (bytes)
-------------------------
-
-نوع داده دیگری که در پایتون فراهم آمده است، ``bytes``  بوده که معرف یک دنباله از بایت‌ها می‌باشد. از این نوع داده برای تعریف تمامی داده‌های باینری در پایتون استفاده می‌شود. داده‌هایی مانند یک فایل تصویر یا داده‌هایی که بر روی لایه شبکه (Network) تبادل می‌شوند، همگی در پایتون با این نوع داده قابل پردازش هستند.
-
-ساده‌ترین راه برای ارایه مثال، تبدیل نوع متنی یا همان ``str`` پایتون به نوع ``bytes`` است::
-
-    >>> a = "python"
-    >>> type(a)
-    <class 'str'>
-
-    >>> a = b"python"
-    >>> type(a)
-    <class 'bytes'>
-
-در پایتون برای ایجاد نوع ``bytes`` می‌توان از حرف ``b`` در ابتدای رشته یا از کلاس ``()bytes`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#bytes>`__] استفاده کرد. در استفاده از کلاس، لازم است که سیستم کدگذاری آن را نیز مشخص نماییم و بهتر است داده‌های عددی را نیز به شکل یک شی لیست ارسال نماییم::
-
-
-    >>> b = b"python"
-    >>> b
-    b'python'
-
-::
-
-    >>> b = bytes("python", "utf-8")
-    >>> b
-    b'python'
-
-    >>> c = bytes([97])
-    >>> c
-    b'a'
-
-اکنون برای تبدیل نوع ``bytes`` به ``str`` نیاز به کدگشایی یا Decode کردن داده‌ها داریم؛ این کار را می‌توان با استفاده از متد ``()decode`` یا کلاس ``()str`` با مشخص کردن سیستم کدگشایی به انجام رساند::
-
-    >>> type(b)
-    <class 'bytes'>
-
-    >>> print(b)
-    b'python'
-
-    >>> b.decode("utf-8")
-    'python'
-
-    >>> str(b, "utf-8")
-    'python'
-
-
-همانند کلاس ``()bytes`` این بار برای ایجاد نوع ``bytearray`` از کلاس ``()bytearray`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#bytearray>`__] استفاده می‌شود::
-
-    >>> b = bytearray("python", "utf-8")
-
-    >>> b
-    bytearray(b'python')
-
-    >>> print(b)
-    bytearray(b'python')
-
-    >>> b[0]
-    112
-    >>> b[0] = 106           # 106='j'
-
-    >>> b.decode("utf-8")
-    'jython'
-    >>> str(b, "utf-8")
-    'jython'
-
-
-بنابراین به صورت کلی در پایتون:
-
-
-*  رشته‌های معمولی (حاوی کاراکترهای اَسکی و یونیکد) که تا این لحظه با آن‌ها کار می‌کردیم همگی توسط نوع  ``str`` در پایتون معرفی شده‌اند. در واقع یک شی از کلاس ``str`` در پایتون هستند.
-* تمامی داده‌ها قابل چاپ نیستند، همانند داده‌های یک تصویر یا صوت. گاهی لازم است داده‌ها در همان شکل باینری مورد پردازش قرار بگیرند. نوع ``bytes`` در پایتون یک قابلیت برای معرفی این دست داده‌ها می‌باشد که هر چند محدودیتی در کاربرد ندارد.
-* نوع تغییرپذیر (Mutable) برای داده‌های باینری، ``bytearray`` است. این نوع در واقع یک دنباله تغییرپذیر از نوع ``bytes`` را تعریف می‌کند.
-
-
-|
-
-----
-
-:emoji-size:`😊` امیدوارم مفید بوده باشه
-
-
+.. role:: emoji-size
+
+.. meta::
+  :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس هفتم: انواع داده در پایتون، str و bytes
+  :keywords: آموزش نوع داده رشته یا string در پایتون (str)، آموزش پایتون, آموزش برنامه نویسی, پایتون, انواع شی, انواع داده, انواع شی در پایتون, انواع داده در پایتون, رشته‌ها در پایتون, قالب بندی رشته, توابع رشته در پایتون
+
+
+.. _lesson-07.2: 
+
+درس ۰۷: انواع داده در پایتون: str و bytes
+===========================================================
+
+.. figure:: /_static/pages/07-python-built-in-data-types-1.jpg
+    :align: center
+    :alt: انواع داده در پایتون: رشته
+    :class: page-image
+
+    Photo by `Kristian Strand <https://unsplash.com/photos/p8gzCnZf39k>`__
+
+
+پایتون هر «نوع داده» (Data Type) را توسط یک کلاس ارایه می‌دهد؛ بنابراین هر داده یک نمونه یا یک شی از کلاسی مشخص است. هر چند برنامه‌نویس نیز می‌تواند با تعریف کلاس، نوع دلخواه خود را داشته باشد ولی در این درس می‌خواهیم درباره آن بخشی از انواع داده یا انواع شی‌ای که به شکل آماده (Built-in) در اختیار مفسر زبان پایتون قرار داده شده است صحبت کنیم. 
+
+در ادامه شرح «انواع عددی» در پایتون، این بخش به بررسی کامل نوع داده «رشته» (String) و همچنین نوع داده باینری (Binary) در پایتون خواهد پرداخت. 
+
+با اینکه تلاش شده است جزییات کامل باشند ولی در برخی بخش‌ها مطالعه اسناد رسمی پایتون می‌تواند اطلاعات کامل‌تری را در اختیار شما قرار دهد. در مواقع بسیاری از تابع‌های آماده پایتون استفاده خواهد شد که ممکن است جزییاتی بیشتر از آنچه در این درس بیان می‌شود را داشته باشند؛ به همین دلیل لینک تعریف آن‌ها در اسناد پایتون نیز ارایه گشته است. نکته مهم در مطالعه این درس بررسی نمونه کدهاست که گاهی درک توضیحی که داده شده است بدون دقت در این نمونه کدها ناممکن خواهد بود.
+
+
+:emoji-size:`✔` سطح: مقدماتی
+
+----
+
+.. contents:: سرفصل‌ها
+    :depth: 2
+
+----
+
+
+.. _python-string: 
+
+نوع رشته (str)
+---------------
+
+
+نوع «رشته» (String) در پایتون با قرار گرفتن دنباله‌ای از کاراکترها درون یک جفت نماد نقل قول (Quotation) تکی ``' '`` یا دو تایی ``" "`` ایجاد می‌شود؛ به مانند ``"Python Strings"`` یا ``'Python Strings'`` که تفاوتی با یکدیگر  از نظر نوع ندارند::
+
+    >>> a = "Python Strings"
+
+    >>> type(a)
+    <class 'str'>
+
+    >>> a
+    'Python Strings'
+
+    >>> print(a)
+    Python Strings
+
+    >>> import sys
+    >>> sys.getsizeof(a)
+    63
+
+بیشتر مواقع در حالت تعاملی نیازی به استفاده از تابع ``print`` نمی‌باشد ولی باید توجه داشته باشیم که حالت تعاملی بر بدون ابهام بودن این خروجی‌ها توجه دارد بنابراین آن‌ها را با جزییات نمایش می‌دهد که مناسب برنامه‌نویس است؛ برای نمونه حتما به چگونگی نمایش انواع دسیمال و کسری توجه کرده‌اید یا در نمونه کد بالا مشاهده می‌شود که نوع رشته به همراه نماد نقل قول نمایش داده شده است یا اگر متن رشته شامل کاراکترهای Escape باشد، آن‌ها را بدون تفسیر به همان شکل به خروجی می‌فرستد. اما ``print`` توجه بر خوانایی خروجی خود دارد و تا حد امکان جزییات را پنهان می‌کند؛ در نتیجه متن تمیزتری را نمایش می‌دهد که بیشتر مناسب کاربر نهایی است.
+
+در پایتون برخلاف برخی از زبان‌ها نوع کاراکتر یا ``char`` وجود ندارد؛ در این زبان یک کاراکتر چیزی جز یک رشته با طول یک نیست.
+
+در پایتون می‌توان از نمادهای نقل قول در داخل یکدیگر نیز بهره برد؛ در این شرایط تنها می‌بایست نماد نقل قول داخلی با بیرونی متفاوت باشد. چنانچه می‌خواهید از نماد نقل قول یکسانی استفاده نمایید، باید از کاراکترهای Escape کمک بگیرید که در ادامه بررسی خواهند شد::
+ 
+    >>> "aaaaaa 'bbb'"
+    "aaaaaa 'bbb'"
+
+    >>> 'aaaaaa "bbb"'
+    'aaaaaa "bbb"'
+
+    >>> "I'm cold!"
+    "I'm cold!"
+
+::
+
+    >>> 'I\'m cold!'
+    "I'm cold!"
+
+از درس پیش با Docstring آشنا شده‌ایم؛ در کاربردی دیگر از سه نماد نقل قول ``"""`` یا ``'''`` برای ایجاد شی رشته نیز استفاده می‌شود. مزیت این نوع رشته در این است که می‌توان متن آن را به سادگی در چند سطر و با هر میزان تورفتگی دلخواه نوشت؛ این موضوع در زمان‌هایی که قصد استفاده از کدهای خاص به مانند HTML در برنامه خود داشته باشیم، بسیار مفید خواهد بود::
+
+    >>> a = """Python"""
+    >>> a
+    'Python'
+
+::
+
+    >>> html = """
+    ... <!DOCTYPE html>
+    ... <html>
+    ...     <head>
+    ...         <title>Page Title</title>
+    ...     </head>
+    ...     <body>
+    ...         <h1>This is a Heading.</h1>
+    ...         <p>This is a paragraph.</p>
+    ...     </body>
+    ... </html>
+    ... """
+    >>> print(html)
+
+    <!DOCTYPE html>
+    <html>
+        <head>
+            <title>Page Title</title>
+        </head>
+        <body>
+            <h1>This is a Heading.</h1>
+            <p>This is a paragraph.</p>
+        </body>
+    </html>
+
+    >>> 
+
+
+.. _python-string-sequence: 
+
+رشته به عنوان دنباله‌ (Sequence)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+برخی از انواع شی پایتون به مانند رشته، توپِل (tuple)، لیست (list) و... با عنوان **دنباله** (Sequence) نیز شناخته می‌شوند. دنباله ویژگی‌هایی دارد که در اینجا به کمک نوع رشته بررسی خواهیم کرد. رشته در واقع یک **دنباله** از کاراکترهاست در نتیجه می‌توان هر یک از اعضای این دنباله را با استفاده از اندیس (Index) موقعیت آن، دستیابی نمود؛ اندیس اعضا از سمت چپ با عدد صفر شروع و به سمت راست یک واحد یک واحد افزایش می‌یابد. به عنوان نمونه برای شی ``'Python Strings'`` می‌توانیم شمای اندیس‌گذاری را به صورت پایین در نظر بگیریم::
+
+     P y t h o n   S t r i n g s
+     - - - - - - - - - - - - - -
+     0 1 2 3 4 5 6 7  ...      13
+
+برای دستیابی اعضای یک دنباله با نام ``seq`` از الگو ``[seq[i`` که ``i`` اندیس عضو مورد نظر است؛ استفاده می‌شود::
+
+    >>> a = "Python Strings"
+    >>> a[0]
+    'P'
+    >>> a[7]
+    'S'
+    >>> a[6]
+    ' '
+
+.. rubric:: چند نکته:
+
+* الگو ``[seq[-i`` اعضا دنباله را از **سمت راست** پیمایش می کند؛ اندیس سمت راست ترین عضو ``1-`` است و به ترتیب به سمت چپ یک واحد یک واحد کاهش می‌یابد.
+* الگو ``[seq[i:j`` اعضایی از دنباله را که در بازه‌ای از اندیس ``i`` تا قبل از اندیس ``j`` هستند را دستیابی می‌کند. برای بیان نقاط «از ابتدا» و «تا انتها» می‌توان به ترتیب ``i`` و ``j`` را ذکر نکرد.
+* الگو ``[seq[i:j:k`` همانند قبلی است با این تفاوت که ``k`` اندازه گام پیمایش اعضا را تعیین می‌کند.
+* با استفاده از تابع ``()len`` می‌توان تعداد اعضای یک دنباله را به دست آورد [`اسناد پایتون  <https://docs.python.org/3/library/functions.html#len>`__].
+
+::
+
+    >>> a = "Python Strings"
+
+    >>> len(a)
+    14
+
+    >>> a[-2]
+    'g'
+
+    >>> a[2:4]
+    'th'
+
+    >>> a[4:-4]
+    'on Str'
+
+    >>> a[7:]
+    'Strings'
+
+    >>> a[:6]
+    'Python'
+
+    >>> a[:-1]
+    'Python String'
+
+    >>> a[-6:]
+    'trings'
+
+    >>> a[2:12:3]
+    'tntn'
+
+    >>> a[:6:2]
+    'Pto'
+
+    >>> a[7::4]
+    'Sn'
+
+    >>> a[-1]
+    's'
+
+    >>> a[len(a) - 1]
+    's'
+
+
+
+باید توجه داشت که یک شی رشته جزو انواع **immutable** پایتون است و مقدار (یا اعضا دنباله) آن را نمی‌توان تغییر داد؛ برای مثال نمی‌توان شی ``'Python Strings'`` به ``'Python-Strings'`` تغییر داد - برای این کار تنها می‌بایست یک شی جدید ایجاد کرد::
+
+    >>> a = "Python Strings"
+    >>> a[6] = "-"
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+    TypeError: 'str' object does not support item assignment
+
+.. _python-string-operators: 
+
+عملگرها برای رشته
+~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+با رشته‌ها نیز می‌توان از عملگرهای ``+`` (برای پیوند رشته‌ها) و ``*`` (برای تکرار رشته‌ها) بهره برد:: 
+
+    >>> a = "Python" + " " + "Strings"
+    >>> a
+    'Python Strings'
+
+    >>> "-+-" * 5
+    '-+--+--+--+--+-'
+
+برای پیوند می‌توان از عملگر ``+`` صرف نظر کرد  و تنها با کنار هم قرار دادن رشته‌ها، آن‌ها را پیوند داد::
+
+    >>> "Python " "Programming " "Language"
+    'Python Programming Language'
+
+::
+
+    >>> a, b, c = "Python ", "Programming ", "Language"
+    >>> a + b + c
+    'Python Programming Language'
+
+::
+
+    >>> name = "Python"
+    >>> version = 3.11
+    >>> name + version
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+    TypeError: can only concatenate str (not "float") to str
+
+برای بررسی برابر بودن **مقدار** دو رشته مانند دیگر اشیا می‌توان از عملگر ``==`` استفاده کرد::
+
+    >>> a = "py"
+    >>> b = "PY"    # Uppercase
+    >>> a == b
+    False
+
+از عملگرهای عضویت هم می‌توان برای بررسی وجود کاراکتر یا رشته‌ای درون رشته‌ای دیگر استفاده کرد::
+
+    >>> "n" in "python"
+    True
+    >>> "py" not in "python"
+    False
+
+
+
+کمی جلوتر خواهید دید که از عملگر ``%`` نیز برای قالب‌بندی رشته‌ها استفاده می‌گردد.
+
+.. _python-escape-characters: 
+
+کاراکترهای Escape
+~~~~~~~~~~~~~~~~~~~~~~~~~
+
+به صورت پیش‌فرض تعدادی کاراکتر خاص تعریف شده است که می‌توان آن‌ها را درون رشته‌ها بکار برد. تمام  این کاراکترها با یک ``\`` آغاز می‌شوند به همین دلیل گاهی نیز به نام Backslash Characters خوانده می‌شوند [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Escape_character>`__]. در واقع این کاراکترها امکانی برای درج برخی دیگر از کاراکترها هستند که نمی‌توان آن‌ها را به سادگی توسط صفحه‌کلید وارد کرد. برای نمونه یکی از کاراکترهای Escape رایج ``n\`` است که بیانگر کاراکتری با کد اسکی 10 (LF) به نام newline می‌باشد؛ ``n\`` در هر جایی از رشته (یا متن) که درج گردد در هنگام چاپ سطر جاری را پایان می‌دهد و ادامه رشته (یا متن) از سطر جدید آغاز می‌‌شود::
+
+    >>> a = "Python\nProgramming\nLanguage"
+
+    >>> a
+    'Python\nProgramming\nLanguage'
+
+    >>> print(a)
+    Python
+    Programming
+    Language
+    >>> 
+
+برخی از این کاراکترها به شرح پایین است:
+
+* ``n\`` - پایان سطر جاری و رفتن به سطر جدید
+* ``t\`` - برابر کد اسکی 9 (TAB): درج هشت فاصله (کلید Space)
+* ``uxxxx\`` - درج یک کاراکتر یونیکد 16 بیتی با استفاده از مقدار هگزادسیمال (پایه شانزده) آن : ``"u067E\"``
+* ``Uxxxxxxxx\`` - درج یک کاراکتر یونیکد 32 بیتی با استفاده از مقدار هگزادسیمال (پایه شانزده) آن : ``"U0001D11E\"``
+* ``ooo\`` - درج یک کاراکتر با استفاده از مقدار اُکتال (پایه هشت) آن : ``"123\"``
+* ``xhh\`` - درج یک کاراکتر با استفاده از مقدار هگزادسیمال (پایه شانزده) آن : ``"x53\"``
+* ``'\`` - درج یک کاراکتر ``'``
+* ``"\`` - درج یک کاراکتر ``"``
+* ``\\`` - درج یک کاراکتر ``\``
+
+این ویژگی رشته‌ها گاهی موجب مشکل می‌شود؛ فرض کنید می‌خواهیم آدرس فایلی از سیستم عامل ویندوز  را چاپ نماییم::
+
+    >>> fpath = "C:\new\text\sample.txt"
+
+    >>> print(fpath)
+    C:
+    ew        ext\sample.txt
+
+برای حل مشکل نمونه کد بالا می‌توان هر جا که نیاز به ``\`` است از ``\\`` استفاده کرد: ``"C:\\new\\text\\sample.txt"``. ولی راهکار جامع‌تر ایجاد «**رشته‌های خام**» (Raw Strings) است؛ در این نوع رشته‌، کاراکترهای Escape بی‌اثر هستند. رشته خام با افزوده شدن یک حرف ``r`` یا ``R`` به ابتدای یک رشته معمولی ایجاد می‌گردد::
+
+    >>> fpath = r"C:\new\text\sample.txt"
+    >>> print(fpath)
+    C:\new\text\sample.txt
+
+
+.. _python-character-code: 
+
+تبدیل کد به کاراکتر و برعکس
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+می‌دانیم برای اینکه کامپیوتر بتواند کاراکتر‌ها را  درک کند نیاز به سیستم‌هایی است که آن‌ها را برای تبدیل به کدهای پایه دو کدگذاری کند؛ به مانند سیستم اَسکی (ASCII) یا سیستم‌های جامع‌تری مانند UTF-8 که تحت استاندارد یونیکد (Unicode) در دسترس است. گاهی نیاز است به این کدها دسترسی داشته باشیم و با کاراکترها بر اساس آن‌ها کار کنیم؛ برای این منظور در پایتون می‌توان از دو تابع ``()ord`` (تبدیل کد به کاراکتر) [`اسناد پایتون <https://docs.python.org/library/functions.html#ord>`__] و ``()chr`` (تبدیل کاراکتر به کد) [`اسناد پایتون <https://docs.python.org/library/functions.html#chr>`__] استفاده کرد. تابع ``()ord`` یک رشته تک کاراکتری را گرفته و یک عدد (در پایه ده) که بیانگر کد کاراکتر مورد نظر می‌باشد را برمی‌گرداند. تابع  ``()chr`` نیز کد کاراکتری (که می‌بایست عددی در پایه ده باشد) را گرفته و کاراکتر مربوط به آن را برمی‌گرداند::
+
+    >>> # Python 3.x - GNU/Linux
+
+    >>> ord("A")
+    65
+    >>> chr(65)
+    'A'
+    
+    >>> int("067E", 16)   # Hexadecimal to Decimal
+    1662
+    >>> chr(1662)         # Unicode Character:  1662 -> 067E -> 'پ'
+    'پ'
+    >>> ord(_)            # _ is result of the last executed statement  = 'پ'
+    1662
+
+    >>> ord("\U0001D11E")
+    119070
+    >>> chr(_)
+    '𝄞'
+
+
+.. _python-convert-to-string: 
+
+تبدیل به نوع رشته
+~~~~~~~~~~~~~~~~~~~~~
+
+برای تبدیل اشیایی از نوع دیگر به نوع رشته؛ کلاس ``()str`` [`اسناد پایتون <https://docs.python.org/library/functions.html#func-str>`__] و تابع ``()repr`` [`اسناد پایتون <https://docs.python.org/library/functions.html#repr>`__] وجود دارد. کلاس ``()str`` یک نمونه غیر رسمی (informal) از نوع شی رشته را برمی‌گرداند؛ غیر رسمی از این جهت که توسط آن جزییات شی رشته پنهان می‌شود. اما تابع ``()repr`` یک نمونه رسمی (official) از نوع رشته پایتون را برمی‌گرداند. کمی قبل‌تر راجب تفاوت خروجی ``print`` و حالت تعاملی صحبت کردیم؛  در واقع خروجی ``()str`` مناسب برای چاپ است و همانند ``print`` جزییات این نوع شی را ارایه نمی‌دهد در حالی که ``()repr`` به مانند حالت تعاملی یک ارايه (representation) کامل از شی رشته را برمی‌گرداند::
+
+    >>> str(14)
+    '14'
+    >>> repr(14)
+    '14'
+
+    >>> str(True)
+    'True'
+    >>> repr(False)
+    'False'
+
+::
+
+    >>> a = "Python Strings"
+
+    >>> str(a)
+    'Python Strings'
+    >>> repr(a)
+    "'Python Strings'"
+
+    >>> print(str(a))
+    Python Strings
+    >>> print(repr(a))
+    'Python Strings'
+
+همچنین به جای این دو می‌توانید از متدهای ``()__str__`` و ``()__repr__`` استفاده نمایید::
+
+      >>> a = 10
+      >>> a.__str__()
+      '10'
+
+
+.. _python-string-formatting: 
+
+قالب‌بندی رشته‌ (String Formatting)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+قالب‌بندی امکانی برای جایگزین کردن یک یا چند مقدار (به بیان بهتر: شی) - گاهی همراه با اعمال تغییر دلخواه - درون یک رشته است که به چند روش در پایتون پیاده‌سازی می‌گردد:
+
+* روش قدیمی و با استفاده از  الگوی ``(s..." % (values%..."``
+* فراخوانی متد ``()format`` - با الگو ``(format(values."...{}..."``
+* f-string
+
+
+
+.. _python-string-formatting-old: 
+
+قالب‌بندی به روش قدیم
+~~~~~~~~~~~~~~~~~~~~~~~~
+
+  از دو بخش تشکیل شده است؛ بخش سمت چپ عملگر ``%``، رشته‌ای را مشخص می‌کند که شامل یک یا چند کد جایگذاری شی می‌باشد - کدهای جایگذاری همگی با یک کاراکتر ``%`` شروع می‌شوند؛ مانند: ``s%`` - و در سمت راست آن شی‌هایی برای جایگزین شدن در رشته، داخل پرانتز قرار دارد؛ این اشیا به ترتیب از سمت چپ درون رشته جایگذاری می‌گردند::
+
+      >>> "Python is %s to learn if you know %s to start!" % ("easy", "where")
+      'Python is easy to learn if you know where to start!'
+
+  برخی از کدهای جایگذاری به شرح پایین است:
+
+  * ``s%`` - جایگزینی در قالب یک رشته به شکل خروجی کلاس ``()str``
+  * ``r%`` - جایگزینی در قالب یک رشته به شکل خروجی تابع ``()repr``
+  * ``c%`` - جایگزینی در قالب یک کاراکتر: یک عدد صحیح که نشانگر کد کاراکتر می‌باشد را به کاراکتر یونیکد تبدیل کرده و درون رشته قرار می دهد.
+
+  ::
+
+      >>> "%r is a %s language." % ("Python", "programming")
+      "'Python' is a programming language."
+
+      >>> er = 1427
+      >>> "Error %s!" % (er)
+      'Error 1427!'
+
+      >>> "A, B, C, ... Y, %c" % (90)
+      'A, B, C, ... Y, Z'
+
+  * ``d%`` یا ``i%`` - جایگزینی در قالب یک عدد صحیح در پایه ده
+  * ``o%`` - جایگزینی در قالب یک عدد صحیح در پایه هشت
+  * ``x%`` - جایگزینی در قالب یک عدد صحیح در پایه شانزده با حروف کوچک
+  * ``X%`` - جایگزینی در قالب یک عدد صحیح در پایه شانزده با حروف بزرگ
+
+  ::
+
+      >>> "4 + 4 == %d" % (2*4)
+      '4 + 4 == 8'
+
+      >>> "%d" % (0b0110)
+      '6'
+
+      >>> "%d" % (12.6)
+      '12'
+
+      >>> "int('%o', 8) == %d" % (0o156, 0o156)
+      "int('156', 8) == 110"
+
+      >>> "15 == %X in HEX" % (15)
+      '15 == F in HEX'
+
+
+
+
+  * ``f%`` - جایگزینی در قالب یک عدد ممیز شناور (دقت پیش‌فرض: ۶) در پایه ده
+  * ``F%`` - همانند ``f%`` ؛ با این تفاوت که ``nan`` و ``inf`` را به شکل ``NAN`` و ``INF`` درج می‌کند.
+  * ``e%`` - جایگزینی در قالب یک عدد ممیز شناور به شکل نماد علمی با حرف کوچک
+  * ``E%`` - جایگزینی در قالب یک عدد ممیز شناور به شکل نماد علمی با حرف بزرگ
+
+  ::
+
+      >>> "%f" % (12.526)
+      '12.526000'
+
+      >>> "%f" % (122e-3)
+      '0.122000'
+
+      >>> "%E" % (12.526)
+      '1.252600E+01'
+
+  همچنین این الگو را می‌توان با استفاده از یک شی دیکشنری - این نوع شی توسط درس هشتم بررسی می‌گردد - پیاده‌سازی نمود. در این شیوه اشیا با استفاده از کلید جایگذاری می‌گردند و دیگر ترتیب آن‌ها اهمیتی ندارد. به نمونه کد پایین توجه نمایید::
+
+      >>> '%(qty)d more %(product)s' % {'product': 'book', 'qty': 1}
+      '1 more book'  
+
+
+      >>> reply = """
+      ... Greetings...
+      ... Hello %(name)s!
+      ... Your age is %(age)s
+      ... """
+      >>> values = {'name': 'Bob', 'age': 40}
+      >>> print(reply % values)
+      
+      Greetings...
+      Hello Bob!
+      Your age is 40
+      
+      >>>
+
+  در اصل می‌توان برای بخش سمت چپ این قالب، ساختاری مانند پایین را در نظر گرفت::
+
+      %[(keyname)][flags][width][.precision]typecode
+
+
+* در هر استفاده وجود هر یک از ``[ ]`` ها اختیاری است یا بستگی به مورد استفاده دارد.
+* (keyname) - درج کلید داخل پرانتز - در مواقع استفاده از شی دیکشنری آورده می‌شود.
+* flags - می‌تواند یکی از سه نماد ``+``، ``−`` و ``0`` باشد. ``+`` موجب درج علامت عدد می‌شود (علامت اعداد منفی به صورت پیش‌فرض درج می‌گردد؛ این علامت بیشتر برای درج علامت اعداد مثبت به کار می‌رود)، ``−`` موجب چپ‌چین شدن مقدار می‌گردد (حالت پیش‌فرض راست‌چین است) و ``0`` تعیین می‌کند که فضای خالی اضافی با صفر پر گردد (در حالت پیش‌فرض Space گذاشته می‌شود).
+* width - اندازه رشته را تعیین می‌کند؛ در مواردی که اندازه تعیین شده بیشتر از اندازه واقعی مقدار باشد، فضای اضافی را می‌توان با صفر یا فضای خالی (Space) پر کرد و البته زمانی که کمتر تعیین گردد، این گزینه نادیده گرفته می‌شود.
+* precision. - در مورد اعداد ممیز شناور، دقت یا تعداد ارقام بعد از ممیز را تعیین می‌کند (دقت پیش‌فرض: ۶). در مواردی که تعداد تعیین شده کمتر از تعداد واقعی ارقام بعد ممیز باشد، عدد گِرد می‌گردد. به وجود ``.`` پیش از آن توجه نمایید.
+* typecode - بیانگر همان حرف تعیین کننده نوع کد جایگذاری می‌باشد.
+* به جای width و precision. می توان از ``*`` استفاده کرد که در این صورت عدد مربوط به آن‌ها نیز در بخش سمت راست آورده می‌شود و شی جایگزینی می‌بایست درست پس از آن ذکر گردد. این گزینه در مواقعی که لازم است این اعداد در طول اجرای برنامه تعیین گردند کاربرد دارد.
+
+
+  ::
+
+      >>> "%6d" % (256)    # typecode='d' width='6' 
+      '   256'
+
+      >>> "%-6d" % (256)   # typecode='d' width='6' flags='-'
+      '256   '
+
+      >>> "%06d" % (256)   # typecode='d' width='6' flags='0'
+      '000256'
+
+      >>> "%+d" % (256)    # typecode='d' flags='+'
+      '+256'
+
+  ::
+
+      >>> "%10f" % (3.141592653589793)      # typecode='f' width='10'
+      '  3.141593'
+
+      >>> "%10.4f" % (3.141592653589793)    # typecode='f' precision='4' width='10'
+      '    3.1416'
+
+      >>> "%10.8f" % (3.141592653589793)    # typecode='f' precision='8' width='10'
+      '3.14159265'
+
+      >>> "%-10.0f" % (3.141592653589793)   # typecode='f' precision='0' width='10' flags='-'
+      '3         '
+
+  ::
+
+      >>> "%*d" % (5, 32)                                  # typecode='d' width='5'
+      '   32'
+
+      >>> "%d %*d %d" % (1, 8, 8231, 3)
+      '1     8231 3'
+
+      >>> "%f, %.2f, %.*f" % (1/3.0, 1/3.0, 4, 1/3.0)
+      '0.333333, 0.33, 0.3333'
+
+      >>> n = """
+      ... %15s : %-10s
+      ... %15s : %-10s
+      ... """
+      >>> v = ("First name", "Richard", "Last name",  "Stallman")
+      >>> print(n % v)
+      
+           First name : Richard   
+            Last name : Stallman  
+      
+      >>> 
+
+
+        
+.. _python-string-formatting-new: 
+
+قالب‌بندی با متد format
+~~~~~~~~~~~~~~~~~~~~~~~
+
+  در این قالب اشیا، آرگومان‌های یک متد مشخص هستند و با استفاده اندیس موقعیت‌ یا نام آن‌ها داخل ``{}`` در رشته جایگذاری می‌گردند::
+
+      >>> '{0} {1} {2}'.format("Python", "Programming", "Language")
+      'Python Programming Language'
+
+  ::
+
+      >>> reply = """
+      ... Greetings...
+      ... Hello {name}!
+      ... Your age is {age}
+      ... """
+      >>> print(reply.format(age=40, name='Bob'))
+
+      Greetings...
+      Hello Bob!
+      Your age is 40
+
+      >>>
+
+  ::
+
+      >>> "{0} version {v}".format("Python", v="3.4")
+      'Python version 3.4'
+
+  .. caution::
+      همانطور که در درس تابع‌ خواهیم آموخت؛ بدون نیاز به رعایت ترتیب می‌توان آرگومان‌ها را با انتساب مقدار مورد نظر به آن‌ها ارسال نمود.
+
+
+  با هر ترتیبی می‌توان اشیا را جایگذاری نمود::
+
+      >>> '{2}, {1}, {0}'.format('a', 'b', 'c')
+      'c, b, a'
+
+  چنانچه بخواهیم اشیا به ترتیبی که در آرگومان متد قرار دارد جایگذاری شوند؛ نیازی به ذکر اندیس یا نام آرگومان نمی‌باشد::
+
+      >>> '{}, {}, {}'.format('a', 'b', 'c')
+      'a, b, c'
+
+  با آوردن یک ``*`` پشت آرگومانی که یک شی دنباله است (مانند شی رشته) می‌توان اعضای آن را دستیابی نمود. البته چنانچه بخواهیم از آرگومان‌های دیگری نیز استفاده کنیم لازم است آن‌ها در ابتدای متد قرار داشته باشند که در این صورت شمارش اندیس از آن‌ها شروع می‌گردد؛ به نمونه کد پایین توجه نمایید::
+
+      >>> '{2}, {1}, {0}'.format(*'abc')
+      'c, b, a'
+
+      >>> '{2}, {1}, {0}'.format(*'python')
+      't, y, p'
+
+      >>> '{2}, {1}, {0}'.format('z', *'abc')
+      'b, a, z'
+
+
+  بخش درون رشته این قالب نیز ساختاری مشابه پایین دارد::
+
+      {fieldname !conversionflag :formatspec}
+
+* fieldname - اندیس یا نام آرگومان است.
+* conversionflag! - می‌تواند یکی از حروف ``r`` و ``s`` باشد که به ترتیب ``()repr`` و ``()str`` را بر روی شی فراخوانی می‌کنند. توجه داشته باشید که این حروف با ``!`` شروع می‌شوند::
+
+      >>> "repr() shows quotes: {!r}; str() doesn't: {!s}".format('test1', 'test2')
+      "repr() shows quotes: 'test1'; str() doesn't: test2"
+
+* formatspec: - چگونگی درج شی در رشته را تعیین می‌کند. با ``:`` شروع می‌شود و خود ساختاری به مانند پایین دارد::
+
+      [[fill]align][sign][#][0][width][,][.precision][typecode]
+
+* در هر استفاده وجود هر یک از ``[ ]`` ها اختیاری است یا بستگی به مورد استفاده دارد.
+* fill - می‌تواند هر کاراکتر قابل چاپی باشد - از این گزینه برای پر کردن فضای خالی که توسط width ایجاد گردیده، استفاده می‌شود.
+* align - می‌تواند یکی از کاراکترهای ``<``، ``>`` یا ``^`` باشد که به ترتیب بیانگر حالت راست‌چین، چپ‌چین و وسط‌چین می‌باشند. width نیز پس از آن‌ها آورده می‌شود که میزان اندازه رشته را تعیین می‌کند.
+
+    ::
+
+        >>> '{0:<30}'.format('left aligned')     # align='<' width='30'
+        'left aligned                  '
+
+        >>> '{0:>30}'.format('right aligned')    # align='>' width='30'
+        '                 right aligned'
+
+        >>> '{0:^30}'.format('centered')         # align='^' width='30'
+        '           centered           '
+
+        >>> '{0:*^30}'.format('centered')        # align='^' width='30' fill='*'
+        '***********centered***********'
+
+* sign - برای نمایش علامت اعداد کاربرد دارد و می‌تواند یکی از  نمادهای ``+``، ``−`` یا یک فضا خالی (Space) باشد. به این صورت که: ``+`` علامت تمام اعداد مثبت و منفی را درج می‌کند و ``−`` نیز تنها موجب درج علامت اعداد منفی می‌شود. در صورت استفاده از فضای خالی، علامت اعداد منفی درج شده ولی به جای علامت اعداد مثبت یک کاراکتر فضای خالی وارد می‌شود.
+
+    ::
+
+        >>> '{0:+f}; {1:+f}'.format(3.14, -3.14)   # typecode='f' sign='+'
+        '+3.140000; -3.140000'
+
+        >>> '{0:-f}; {1:-f}'.format(3.14, -3.14)   # typecode='f' sign='-'
+        '3.140000; -3.140000'
+
+        >>> '{0: f}; {1: f}'.format(3.14, -3.14)   # typecode='f' sign=' '
+        ' 3.140000; -3.140000'
+
+* برخلاف قالب قبلی، می‌توان  تبدیل پایه دو را هم داشته باشیم. تبدیل پایه در این قالب با استفاده از حروف ``b`` (پایه دو)، ``o`` (حرف اُ کوچک - پایه هشت) و ``x`` یا ``X`` (پایه شانزده) انجام می‌شود. چنانچه یک نماد ``#`` به پیش از آن‌ها افزوده شود، پیشوند پایه نیز درج می‌گردد::
+
+        >>> "int: {0:d};  hex: {0:x};  oct: {0:o};  bin: {0:b}".format(42)
+        'int: 42;  hex: 2a;  oct: 52;  bin: 101010'
+
+        >>> "int: {0:d};  hex: {0:#x};  oct: {0:#o};  bin: {0:#b}".format(42)
+        'int: 42;  hex: 0x2a;  oct: 0o52;  bin: 0b101010'
+
+* با استفاده از یک ``,`` (کاما Comma) می‌توان یک عدد را سه رقم سه رقم از سمت راست جدا نمود::
+
+        >>> '{0:,}'.format(1234567890)
+        '1,234,567,890'
+
+* بخش‌هایی از قالب قبلی در این قالب نیز تعریف شده‌ است. گزینه‌های precision ،typecode. و width به همان صورتی هستند که در قالب قبلی بیان گشته است. البته موارد typecode کمی کمتر است؛ به عنوان نمونه در این قالب کد ``i`` وجود ندارد و تنها می‌توان از ``d`` برای اعداد صحیح در پایه ده استفاده کرد::
+
+        >>> '{0:06.2f}'.format(3.14159)    # width='6' precision='.2' typecode='f'  and [0]
+        '003.14'
+        >>> '{0:^8.2f}'.format(3.14159)    # align='^'
+        '  3.14  '
+
+* برای بیان درصد می‌توان از ``%`` به جای ``f`` استفاده کرد::
+
+        >>> points = 19.5
+        >>> total = 22
+        >>> 'Correct answers: {0:.2%}'.format(points/total)
+        'Correct answers: 88.64%'
+
+
+* در قالب قبلی با استفاده از ``*`` می‌توانستیم گزینه‌های خود را در طرف دیگر مقداردهی نماییم؛ در قالب جدید برای این منظور می‌توان مانند کاری که برای جایگذاری اشیا انجام می‌دادیم، از ``{ }`` استفاده کرده و مقدار گزینه‌ها را در جایگاه آرگومان متد تعریف نماییم::
+
+        >>> text = "Right"
+        >>> align = ">"
+        >>> '{0:{fill}{align}16}'.format(text, fill=align, align=align)
+        '>>>>>>>>>>>Right'
+
+.. _python-fstring: 
+
+قالب‌بندی به روش f-string
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+از نسخه پایتون 3.6 یک امکان جدید و بسیار جالب در بحث قالب‌بندی رشته‌ها ارايه شده است که با عنوان ``f-string`` شناخته می‌شود [`PEP 498 <https://www.python.org/dev/peps/pep-0498//>`__].
+
+ساختار همان ساده شده حالت ``()str.format`` می‌باشد::
+
+  >>> name = "Saeid"
+  >>> age = 32
+  >>> f"Hello, {name}. You are {age}."
+  'Hello, Saeid. You are 32.'
+  >>> 
+
+یعنی اگر در ابتدای یک متن، حرف ``f`` یا ``F`` قرار دهیم، آنگاه می‌توانیم متغیرها یا عبارات خود را مستقیم در داخل آن - با استفاده از ``{}`` - قرار بدهیم::
+
+  >>> f"{2 * 37}"
+  '74'
+
+بدیهی است که متغیرها (- یا نتیجه حاصل عبارات) یا اشیای مورد استفاده در شیوه **f-string** در نهایت برای قرار گرفتن درون متن یا رشته مورد نظر می‌بایست به نوع رشته تبدیل شوند. در این شیوه به صورت پیش‌فرض متد ``()__str__`` برای تبدیل به نوع رشته فراخوانی می‌شود ولی می‌توان با قرار دادن نشانگر ``r!`` در انتهای شی مورد نظر، تعیین کرد که متد ``()__repr__`` فراخوانی شود::
+
+  >>> name = 'Saeid'
+  >>> print(f'My name is {name}')
+  My name is Saeid
+  >>> print(f'My name is {name!r}')
+  My name is 'Saeid'
+  >>> 
+
+در این شیوه می‌توان از نماد ``{}`` در خارج از اصول قالب‌بندی استفاده کرد ولی باید توجه داشت که هر دو نماد ``{{}}`` به عنوان یک ``{}`` در نظر گرفته می‌شود. وجود سه ``{{{}}}`` نیز در حکم همان دو تا می‌باشد::
+
+  >>> f'{{{{32}}}}'
+  '{{32}}'
+  >>> f'{{{32}}}'
+  '{32}'
+  >>> f'{{32}}'
+  '{32}'
+  >>> f'{32}'
+  '32'
+
+:: 
+
+  >>> print(f'{{My name}} is {name}')
+  {My name} is Saeid
+
+  >>> print(f'{{My name}} is {{name}}')  # NOTE!
+  {My name} is {name}
+
+  >>> print(f'{{My name}} is {{{name}}}')
+  {My name} is {Saeid} 
+
+  >>> print(f'{{My name}} is {{{{name}}}}')  # NOTE!
+  {My name} is {{name}}
+
+
+
+در نمونه کد پایین یک تابع را مستقیم در داخل متن موجود فراخوانی می‌کنیم::
+
+  >>> def to_lowercase(input):
+  ...     return input.lower()
+  ... 
+  >>> 
+  >>> name = "Eric Idle"
+  >>> 
+  >>> f"{to_lowercase(name)} is funny."
+  'eric idle is funny.'
+
+::
+
+  >>> f"{name.lower()} is funny."
+  'eric idle is funny.' 
+  >>> 
+
+
+همچنین می‌توانیم هر یک از اشیا مورد استفاده در درون متن را با شیوه خاص آن شی، با قرار دادن یک ``:`` به صورت جداگانه قالب‌بندی نماییم::
+
+
+  >>> a_float_number = 5.236501
+  >>> print(f'{a_float_number:.4f}')
+  5.2365
+  >>> print(f'{a_float_number:.2f}')
+  5.24
+  >>> 
+
+::
+
+  >>> a_int_number = 16
+  >>> print(f'{a_int_number:05d}')
+  00016
+  >>> 
+
+::
+
+  >>> import datetime
+  >>> now = datetime.datetime.now()
+  >>> print(f'{now:%Y-%m-%d %H:%M}')
+  2019-10-20 10:37
+
+در درس بیست و پنجم در مورد ماژول ``datetime`` صحبت خواهیم کرد. [`اسناد پایتون <https://docs.python.org/3/library/datetime.html>`__] 
+
+
+.. _python-string-methods: 
+
+برخی از متدهای کاربردی یک شی رشته
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+
+* ``()strip`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#str.strip>`__] - یک کپی از رشته که کارکترهای فضای خالی (whitespace) را از ابتدا و انتهای رشته حذف شده است را بر می‌گرداند::
+
+    >>> a = "      python string methods           "
+    >>> a.strip()
+    'python string methods'
+
+
+  همچنین می‌توان با استفاده از این متد، کاراکترهای دیگری نیز بنابر نیاز خود از ابتدا یا انتهای یک رشته حذف کنیم::
+
+        >>> a = "python string methods"
+        >>> a.strip('sdyp')
+        'thon string metho'
+
+  دو متد [`lstrip <https://docs.python.org/3/library/stdtypes.html#str.lstrip>`__] و [`rstrip <https://docs.python.org/3/library/stdtypes.html#str.rstrip>`__] نیز عملکردی مشابه دارند با این تفاوت که عملیات حذف را تنها در سمت چپ (left) یا راست (right) به انجام می‌رسانند.
+
+
+* ``()capitalize`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#str.capitalize>`__] - یک کپی از رشته که نخستین حرف آن به صورت بزرگ (Capital) نوشته شده است را برمی‌گرداند::
+
+    >>> a = "python string methods"
+    >>> a.capitalize()
+    'Python string methods'
+
+* ``(center(width`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#str.center>`__] - یک عدد صحیح که تعیین کننده اندازه رشته است گرفته و رشته را به صورت وسط‌چین شده درون این بازه برمی‌گرداند. در صورتی که اندازه تعیین شده کوچکتر از اندازه واقعی رشته ``(len(string`` باشد؛ رشته بدون تغییر بازگردانده می‌شود. این متد یک آرگومان اختیاری هم دارد که توسط آن می‌توان کاراکتری را برای پر کردن فضای خالی تعیین نمود::
+
+    >>> a = "python"
+
+    >>> a.center(25)
+    '          python         '
+
+    >>> a.center(25, "-")
+    '----------python---------'
+
+  دو متد مشابه دیگر با الگو ``(rjust(width`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#str.rjust>`__] و ``(ljust(width`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#str.ljust>`__] نیز هستند که به ترتیب برای راست‌چین و چپ‌چین کردن متن رشته استفاده می‌شوند::
+
+      >>> a.rjust(25)
+      '                   python'
+
+      >>> a.ljust(25, ".")
+      'python...................'
+
+
+* ``(count(sub`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#str.count>`__] - یک رشته را گرفته و تعداد وقوع آن در رشته اصلی را برمی‌گرداند. این متد دو آرگومان اختیاری نیز دارد که می‌توان نقطه شروع و پایان عمل این متد را مشخص نمود::
+
+    >>> a = "python string methods"
+
+    >>> a.count("t")
+    3
+    >>> a.count("tho")
+    2
+    >>> a.count("tho", 15)              # start=15
+    1
+    >>> a.count("tho", 0, len(a) - 1)   # start=0, end=20
+    2
+
+* ``(endswith(suffix`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#str.endswith>`__] - یک رشته را گرفته و چنانچه رشته اصلی با آن پایان یافته باشد مقدار ``True`` و در غیر این صورت ``False`` را برمی‌گرداند. این متد دو آرگومان اختیاری نیز دارد که می‌توان نقطه شروع و پایان عمل این متد را مشخص نمود::
+
+    >>> a = "Wikipedia, the free encyclopedia."
+
+    >>> a.endswith(",")
+    False
+    >>> a.endswith(",", 0 , 10)    # start=0, end=10
+    True
+    >>> a.endswith("pedia.", 14)   # start=14
+    True
+
+* ``(find(sub`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#str.find>`__] - یک رشته را گرفته و اندیس شروع آن را برای **نخستین** وقوع درون رشته اصلی برمی‌گرداند؛ در صورتی که آرگومان دریافتی در رشته اصلی یافت نشود مقدار ``1-`` برگردانده می‌شود. این متد دو آرگومان اختیاری نیز دارد که می‌توان نقطه شروع و پایان عمل این متد را مشخص نمود::
+
+    >>> a = "python programming language"
+
+    >>> a.find("language")
+    19
+    >>> a.find("p")
+    0
+    >>> a.find("p", 6)               # start=6
+    7
+    >>> a.find("g", 18, len(a)-1)    # start=18, end=27-1
+    22
+    >>> a.find("saeid")
+    -1 
+
+  متد مشابه دیگری نیز با الگو ``(rfind(sub`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#str.rfind>`__] وجود دارد؛ ولی با این تفاوت که اندیس شروع آرگومان دریافتی را برای **آخِرین** وقوع درون رشته اصلی برمی‌گرداند::
+
+      >>> a.rfind("p")
+      7
+      >>> a.rfind("p", 6)
+      7
+      >>> a.rfind("g", 18, len(a)-1)
+      25
+      >>> a.rfind("saeid")
+      -1
+
+  در صورتی که نیازی به اندیس ندارید و تنها می‌خواهید وجود یک رشته را درون رشته‌ای مشخص بررسی نمایید؛ از عملگر ``in`` استفاده کنید::
+
+      >>> "language" in a
+      True
+      >>> "p" in a
+      True
+      >>> "saeid" in a
+      False
+
+* ``(index(sub`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#str.index>`__] - همانند متد ``(find(sub`` است با این تفاوت که اگر آرگومان دریافتی در رشته اصلی یافت نشود یک خطا ``ValueError`` را گزارش می‌دهد::
+
+    >>> a = "python programming language"
+
+    >>> a.index("python")
+    0
+    >>> a.index("python", 6)
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+    ValueError: substring not found
+
+  متد دیگری نیز با الگو ``(rindex(sub`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#str.rindex>`__] وجود دارد که مانند ``(rfind(sub`` عمل می‌کند ولی با این تفاوت که اگر آرگومان دریافتی در رشته اصلی یافت نشود یک خطا ``ValueError`` را گزارش می‌دهد::
+
+      >>> a.rindex("g", 18, len(a)-1)
+      25
+
+
+
+* ``(join(iterable`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#str.join>`__] - یک دنباله با اعضایی تمام از نوع رشته را به صورت آرگومان دریافت می‌کند و با استفاده از رشته اصلی اعضای آن‌ را به یکدیگر پیوند داده و برمی‌گرداند::
+
+    >>> a = "-*-"
+
+    >>> a.join("python")
+    'p-*-y-*-t-*-h-*-o-*-n'
+
+    >>> a.join(['p', 'y', 't', 'h', 'o', 'n'])   # get a list of strings
+    'p-*-y-*-t-*-h-*-o-*-n'
+
+* ``(split(sep`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#str.split>`__] - یک کاراکتر را دریافت کرده و رشته را بر اساس آن از هم جدا کرده و به صورت یک شی لیست (list) برمی‌گرداند. این متد یک آرگومان اختیاری نیز دارد که می توان تعداد عمل جداسازی را تعیین نمود::
+
+    >>> a = "p-y-t-h-o-n"
+
+    >>> a.split()
+    ['p-y-t-h-o-n']
+
+    >>> a.split("-")
+    ['p', 'y', 't', 'h', 'o', 'n']
+
+    >>> a.split("-", 2)
+    ['p', 'y', 't-h-o-n']
+
+    >>> '1,2,,3,'.split(',')
+    ['1', '2', '', '3', '']
+
+  متد مشابه دیگری نیز با الگو ``(rsplit(sep`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#str.rsplit>`__] وجود دارد ولی با این تفاوت که رشته را از سمت راست پیمایش می‌کند::
+
+      >>> a.rsplit("-")
+      ['p', 'y', 't', 'h', 'o', 'n']
+
+      >>> a.rsplit("-", 2)
+      ['p-y-t-h', 'o', 'n']
+
+* ``(replace(old, new`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#str.replace>`__] - دو رشته به صورت آرگومان دریافت می‌کند؛ در تمام رشته اصلی بخش‌هایی که برابر مقدار آرگومان ``old``  هستند را با آرگومان ``new`` جایگزین می‌کند و سپس رشته جدید را برمی‌گرداند. این متد یک آرگومان اختیاری نیز دارد که می‌توان تعداد عمل جایگزینی را تعیین نمود::
+
+    >>> a = "He has a blue house and a blue car!"
+
+    >>> a.replace("blue", "red")
+    'He has a red house and a red car!'
+
+    >>> a.replace("blue", "red", 1)
+    'He has a red house and a blue car!'
+
+
+* ``()lower`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#str.lower>`__] - تمام حروف الفبا انگلیسی موجود در رشته را به حرف **کوچک** تبدیل می‌کند و برمی‌گرداند::
+
+    >>> "CPython-3.4".lower()
+    'cpython-3.4'
+
+
+  برعکس؛ متد ``()upper`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#str.upper>`__] تمام حروف الفبا انگلیسی موجود در رشته را به حرف **بزرگ** تبدیل می‌کند و برمی‌گرداند::
+
+    >>> "CPython-3.4".upper()
+    'CPYTHON-3.4'
+
+* ``()islower`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#str.islower>`__] - اگر رشته حداقل شامل یکی از حروف الفبا انگلیسی بوده و تمام حروف الفبا آن به صورت **کوچک** باشند مقدار ``True`` و در غیر این صورت ``False`` را برمی‌گرداند::
+
+    >>> "python".islower()
+    True
+    >>> "python-3.4".islower()
+    True
+    >>> "Python".islower()
+    False
+
+
+  برعکس؛ متد ``()isupper`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#str.isupper>`__] اگر رشته حداقل شامل یکی از حروف الفبا انگلیسی بوده و تمام حروف الفبا آن به صورت **بزرگ** باشند مقدار ``True`` و در غیر این صورت ``False`` را برمی‌گرداند::
+
+    >>> "python".isupper()
+    False
+    >>> "Python".isupper()
+    False
+    >>> "PYTHON".isupper()
+    True
+    >>> "PYTHON-3.4".isupper()
+    True
+
+
+* ``()isalpha`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#str.isalpha>`__] - اگر رشته حداقل شامل یک کاراکتر بوده و تمام کاراکترهای آن تنها یکی از حروف الفبا انگلیسی (کوچک یا بزرگ) باشند مقدار ``True`` و در غیر این صورت ``False`` را برمی‌گرداند::
+
+    >>> "python".isalpha()
+    True
+    >>> "python34".isalpha()
+    False
+    >>> "python 34".isalpha()
+    False
+
+
+* ``()isalnum`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#str.isalnum>`__] - اگر رشته حداقل شامل یک کاراکتر بوده و تمام کاراکترهای آن تنها یکی از عددهای ``0`` تا ``9`` یا حروف الفبا انگلیسی (کوچک یا بزرگ) باشند مقدار ``True`` و در غیر این صورت ``False`` را برمی‌گرداند::
+
+    >>> "python34".isalnum()
+    True
+    >>> "python3.4".isalnum()
+    False
+    >>> "python-34".isalnum()
+    False
+
+
+* ``()isdigit`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#str.isdigit>`__] - اگر رشته حداقل شامل یک کاراکتر بوده و تمام کاراکترهای آن تنها یکی از عددهای ``0`` تا ``9`` باشند مقدار ``True`` و در غیر این صورت ``False`` را برمی‌گرداند::
+
+    >>> "python34".isdigit()
+    False
+    >>> "34".isdigit()
+    True
+    >>> "3.4".isdigit()
+    False
+
+.. _python-bytes: 
+
+نوع داده باینری (bytes)
+------------------------
+
+نوع داده دیگری که در پایتون فراهم آمده است، ``bytes``  بوده که معرف یک دنباله از بایت‌ها می‌باشد. از این نوع داده برای تعریف تمامی داده‌های باینری در پایتون استفاده می‌شود. داده‌هایی مانند یک فایل تصویر یا داده‌هایی که بر روی لایه شبکه (Network) تبادل می‌شوند، همگی در پایتون با این نوع داده قابل پردازش هستند.
+
+ساده‌ترین راه برای ارایه مثال، تبدیل نوع متنی یا همان ``str`` پایتون به نوع ``bytes`` است::
+
+    >>> a = "python"
+    >>> type(a)
+    <class 'str'>
+
+    >>> a = b"python"
+    >>> type(a)
+    <class 'bytes'>
+
+در پایتون برای ایجاد نوع ``bytes`` می‌توان از حرف ``b`` در ابتدای رشته یا از کلاس ``()bytes`` [`اسناد پایتون <https://docs.python.org/3/library/functions.html#bytes>`__] استفاده کرد. در استفاده از کلاس، لازم است که سیستم کدگذاری آن را نیز مشخص نماییم و بهتر است داده‌های عددی را نیز به شکل یک شی لیست ارسال نماییم::
+
+
+    >>> b = b"python"
+    >>> b
+    b'python'
+
+::
+
+    >>> b = bytes("python", "utf-8")
+    >>> b
+    b'python'
+
+    >>> c = bytes([97])
+    >>> c
+    b'a'
+
+اکنون برای تبدیل نوع ``bytes`` به ``str`` نیاز به کدگشایی یا Decode کردن داده‌ها داریم؛ این کار را می‌توان با استفاده از متد ``()decode`` یا کلاس ``()str`` با مشخص کردن سیستم کدگشایی به انجام رساند::
+
+    >>> type(b)
+    <class 'bytes'>
+
+    >>> print(b)
+    b'python'
+
+    >>> b.decode("utf-8")
+    'python'
+
+    >>> str(b, "utf-8")
+    'python'
+
+
+همانند کلاس ``()bytes`` این بار برای ایجاد نوع ``bytearray`` از کلاس ``()bytearray`` [`اسناد پایتون <https://docs.python.org/3/library/functions.html#bytearray>`__] استفاده می‌شود::
+
+    >>> b = bytearray("python", "utf-8")
+
+    >>> b
+    bytearray(b'python')
+
+    >>> print(b)
+    bytearray(b'python')
+
+    >>> b[0]
+    112
+    >>> b[0] = 106           # 106='j'
+
+    >>> b.decode("utf-8")
+    'jython'
+    >>> str(b, "utf-8")
+    'jython'
+
+
+بنابراین به صورت کلی در پایتون:
+
+
+*  رشته‌های معمولی (حاوی کاراکترهای اَسکی و یونیکد) که تا این لحظه با آن‌ها کار می‌کردیم همگی توسط نوع  ``str`` در پایتون معرفی شده‌اند. در واقع یک شی از کلاس ``str`` در پایتون هستند.
+* تمامی داده‌ها قابل چاپ نیستند، همانند داده‌های یک تصویر یا صوت. گاهی لازم است داده‌ها در همان شکل باینری مورد پردازش قرار بگیرند. نوع ``bytes`` در پایتون یک قابلیت برای معرفی این دست داده‌ها می‌باشد که هر چند محدودیتی در کاربرد ندارد.
+* نوع تغییرپذیر (Mutable) برای داده‌های باینری، ``bytearray`` است. این نوع در واقع یک دنباله تغییرپذیر از نوع ``bytes`` را تعریف می‌کند.
+
+
+|
+
+----
+
+:emoji-size:`😊` امیدوارم مفید بوده باشه
+
+
diff --git a/source/lessons/l08-list-and-tuple-in-python.rst b/source/lessons/l08-list-and-tuple-in-python.rst
index c919894..cefd3e8 100644
--- a/source/lessons/l08-list-and-tuple-in-python.rst
+++ b/source/lessons/l08-list-and-tuple-in-python.rst
@@ -1,1076 +1,1076 @@
-.. role:: emoji-size
-
-.. meta::
-   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس هشتم: ساختمان‌های داده در پایتون، list و tuple
-   :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, انواع شی, انواع داده, ساختمان‌های داده در پایتون, list در پایتون,  tuple  در پایتون
-
-
-.. _lesson-08.1: 
-
-درس ۰۸: ساختمان‌های داده در پایتون: list و tuple
-====================================================================================
-
-.. figure:: /_static/pages/08-python-built-in-data-types-3.jpg
-    :align: center
-    :alt: درس ۰۸: ساختمان‌های داده در پایتون: tuple و list
-    :class: page-image
-
-    Photo by `Maria Orlova <https://unsplash.com/photos/aO76xjr6xow>`__
-  
-  
-از درس هفتم با انواع داده پایه در پایتون آشنا شده‌ایم و در این درس به بررسی انواع داده دیگری خواهیم پرداخت که در زبان‌های برنامه‌نویسی عموما با عنوان ساختمان‌های داده بیان می‌شوند. ساختمان‌های داده یا Data Structures به اشیایی گفته می‌شود که برای نگهداری از یک مجموعه داده طراحی شده‌اند و هر یک دارای ویژگی منحصربه‌فرد خود است. برای مثال قابل تغییر بودن، امکان حفظ ترتیب اعضا، امکان نگهداری داده‌های تکراری یا تنها  اجبار به نگهداری داده‌های یکتا که هر یک مناسب وضعیت خاصی در برنامه‌نویسی هستند. این درس به بررسی چهار ساختمان داده متداول در پایتون خواهد پرداخت: لیست (list)، توپِل (tuple)، مجموعه (set) و دیکشنری (dict)
-
-
-به منظور جلوگیری از طولانی شدن متن درس و همینطور سادگی در مطالعه، محتوا این درس در قالب دو بخش ارایه می‌شود که بخش نخست تنها به شرح لیست (list) و توپِل (tuple) خواهد پرداخت.
-
-
-
-
-:emoji-size:`✔` سطح: مقدماتی
-
-----
-
-.. contents:: سرفصل‌ها
-    :depth: 2
-
-----
-
-.. _python-list: 
-
-لیست
-------
-
-نوع «**لیست**» (List) یک نوع بسیار انعطاف‌پذیر در پایتون می‌باشد. این نوع همانند رشته یک «**دنباله**» (Sequence) بوده ولی برخلاف آن یک نوع «**تغییر پذیر**» (Mutable) است. شی لیست با استفاده از کروشه ``[ ]`` ایجاد می‌گردد و ترتیب اعضا را حفظ و می‌تواند عضوهایی - **از هر نوع** - داشته باشد که توسط کاما ``,`` از یکدیگر جدا می‌شوند؛ نوع لیست در واقع محلی برای نگهداری اشیا گوناگون و تغییرپذیر است::
-
-    >>> L = [1, 2, 3]
-    >>> type(L)
-    <class 'list'>
-
-    >>> L
-    [1, 2, 3]
-    >>> print(L)
-    [1, 2, 3]
-
-    >>> import sys
-    >>> sys.getsizeof(L)
-    88
-
-::
-
-    >>> L = []    # An empty list
-    >>> L
-    []
-
-
-عضوهای لیست می‌توانند از هر نوعی باشند؛ حتی یک لیست::
-
-    >>> L = [15, 3.14, 'string', [1, 2]]
-
-
-شی لیست جزو انواع دنباله پایتون است و می‌توان عضوها را بر اساس اندیس موقعیت آن‌ها دستیابی نمود::
-
-    >>> L = [1, 2, 3]
-    >>> L[0]
-    1
-    >>> L[-1]
-    3
-
-و همچنین تعداد عضوهای هر شی لیست را توسط تابع ``()len`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#len>`__] به دست آورد::
-
-    >>> L1 = []
-    >>> len(L1)
-    0
-
-    >>> L2 = ['python', 12.06]
-    >>> len(L2)
-    2
-
-    >>> len(L2[0])
-    6
-
-    >>> L3 = ['a', [1, 2], 'b']
-    >>> len(L3)
-    3
-    >>> len(L3[1])
-    2
-
-
-
-
-چنانچه یک دنباله جزو عضوهای شی لیست باشد، با استفاده از الگو ``[seq[i][j`` می‌توان عضوهای آن را نیز دستیابی نمود که در آن ``i`` اندیسی است که به یک عضو شی لیست اشاره دارد و ``j`` نیز اشاره به اندیس داخلی عضو ``i`` دارد؛ این الگو به همین شیوه می‌تواند ادامه یابد::
-
-    >>> L = ['python', 2.56]
-    >>> L[0]
-    'python'
-    >>> L[0][:2]
-    'py'
-
-    >>> L = ['python', 2.56, [128, ['a', 'z']]]
-    >>> L[2][1][0]
-    'a'
-
-
-یکی از مثال‌های رایج شی لیست‌، شبیه‌سازی ساختار ماتریس (`Matrix <https://en.wikipedia.org/wiki/Matrix_(mathematics)>`_) است::
-
-    >>> L = [[1, 2, 3],
-    ...      [4, 5, 6],
-    ...      [7, 8, 9]]
-    >>>
-
-    >>> L
-    [[1, 2, 3], [4, 5, 6], [7, 8, 9]]
-
-    >>> L[0][1]
-    2
-
-
-
-
-شی لیست جزو انواع Mutable پایتون است و می‌توان عضوهای آن را تغییر داد؛ این تغییر می‌تواند به شکل حذف، درج عضو جدید یا جایگزین کردن یک یا چند عضو باشد. پایتون متدهای کاربردی زیادی برای دستکاری و تغییر شی لیست دارد که در ادامه به آن‌ها نیز خواهیم پرداخت ولی در این بخش می‌خواهیم به بررسی چگونگی ایجاد تغییر با استفاده از عملگر انتساب بپردازیم:
-
-
-* جایگزین کردن::
-
-    >>> L = [1, 2, 3]
-
-    >>> L[1] = 'py'
-    >>> L
-    [1, 'py', 3]
-
-  ::
-
-    >>> L = [1, 2, 3, 4, 5, 6]
-
-    >>> L[:2] = [0, 0]
-    >>> L
-    [0, 0, 3, 4, 5, 6]
-
-* درج کردن - ``i`` در الگو ``[seq[i:i`` به موقعیتی از شی ``seq`` اشاره دارد که می‌خواهیم درج در آن نقطه انجام شود؛ در این شیوه توجه داشته باشید که شی‌ای که می‌خواهید درون لیست درج کنید می‌بایست یک دنباله باشد::
-
-    >>> L = [0, 1, 5, 6]
-
-    >>> L[2:2] = [2, 3, 4]
-    >>> L
-    [0, 1, 2, 3, 4, 5, 6]
-
-    >>> L[0:0] = 'abc'
-    >>> L
-    ['a', 'b', 'c', 0, 1, 2, 3, 4, 5, 6]
-
-    >>> L[3:3] = ['d', [-2, -1]]
-    >>> L
-    ['a', 'b', 'c', 'd', [-2, -1], 0, 1, 2, 3, 4, 5, 6]
-
-
-* حذف کردن - کافی است یک شی لیست خالی (``[]``) را به یک یا چند عضو از شی لیست مورد نظر انتساب دهیم::
-
-    >>> L = [0, 1, 2, 3, 4, 5, 6]
-
-    >>> L[2:5] = []
-    >>> L
-    [0, 1, 5, 6]
-
-    
-.. _python-del: 
-
-دستور ``del``
-~~~~~~~~~~~~~~~~~
-
-با استفاده از دستور ``del`` [`اسناد پایتون <http://docs.python.org/3/reference/simple_stmts.html#del>`__] نیز می‌توان یک عضو یا یک تکه از شی لیست را حذف کرد::
-
-    >>> L = ['a', 'b', 'c', 'd', 'e', 'f', 'g']
-
-    >>> del L[2]
-    >>> L
-    ['a', 'b', 'd', 'e', 'f', 'g']
-
-    >>> del L[1:4]
-    >>> L
-    ['a', 'f', 'g']
-
-همچنین می‌توانیم از این دستور برای حذف کامل یک متغیر استفاده نماییم. با حدف یک متغیر، ارجاع آن به شی نیز حذف می‌شود و چنانچه هیچ ارجاع دیگری به آن شی وجود نداشته باشد، شی‌ای که متغیر به آن ارجاع داشت نیز از حافظه حذف می‌گردد::
-
-    >>> a = 5
-    >>> a
-    5
-
-    >>> del a
-
-    >>> a
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-    NameError: name 'a' is not defined
-
-
-.. _python-unpacking: 
-
-انتساب چندگانه
-~~~~~~~~~~~~~~~~~~~~
-
-می‌توان یک شی لیست - یا در کل یک شی دنباله - را به تعدادی نام انتساب داد و متغیرهای جداگانه‌ای ایجاد نمود؛ این عمل **Unpacking** خوانده می‌شود. در این شرایط مفسر پایتون هر عضو دنباله را با حفظ ترتیب به یکی از نام‌ها انتساب می‌دهد که در حالت عادی می‌بایست تعداد نام‌ها با عضوهای دنباله برابر باشد::
-
-    >>> L = [1.1, 2.2, 3.3, 4.4]
-
-    >>> a, b, c, d = L
-
-    >>> a
-    1.1
-    >>> b
-    2.2
-    >>> c
-    3.3
-    >>> d
-    4.4
-
-::
-
-    >>> a, b = [1.1, 2.2, 3.3, 4.4]
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-    ValueError: too many values to unpack (expected 2)
-
-ولی می‌توان یکی از نام‌ها را توسط نماد ``*`` نشانه‌گذاری کرد؛ در این شرایط مفسر پایتون توازنی را بین عضوهای دنباله و نام‌ها ایجاد می‌کند که در این حالت تمام عضوهای اضافی - در قالب یک شی لیست - به نام نشانه‌گذاری شده انتساب داده می‌شود. البته باید توجه داشت که ترتیب عضوهای دنباله در هر شرایطی رعایت خواهد شد؛ به نمونه کدهای پایین توجه نمایید::
-
-     >>> L = [1.1, 2.2, 3.3, 4.4]
-
-     >>> a, b, *c = L
-
-     >>> a
-     1.1
-     >>> b
-     2.2
-     >>> c
-     [3.3, 4.4]
-
-::
-
-     >>> *a, b = [1.1, 2.2, 3.3, 4.4]
-
-     >>> a
-     [1.1, 2.2, 3.3]
-     >>> b
-     4.4
-
-::
-
-     >>> a, *b, c = [1.1, 2.2, 3.3, 4.4]
-
-     >>> a
-     1.1
-     >>> b
-     [2.2, 3.3]
-     >>> c
-     4.4
-
-::
-
-    >>> a, b, c, *d = [1.1, 2.2, 3.3, 4.4]
-
-    >>> a
-    1.1
-    >>> b
-    2.2
-    >>> c
-    3.3
-    >>> d
-    [4.4]
-
-    
-.. _python-copy: 
-
-کپی کردن
-~~~~~~~~~~~~~~~~
-
-همانند دیگر اشیا می‌توان با انتساب یک متغیر موجود از شی لیست به یک نام جدید، متغیر دیگری از این نوع شی ایجاد کرد. البته همانطور که پیش‌تر نیز بیان شده است؛ در این حالت شی کپی نمی‌گردد و تنها یک ارجاع جدید از این نام جدید به شی آن متغیر داده می‌شود. این موضوع با استفاده از تابع ``()id`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#id>`__] قابل آزمودن است؛ خروجی این تابع برابر نشانی شی در حافظه می‌باشد و بدیهی است که دو مقدار id یکسان برای دو متغیر نشان از یکی بودن شی آن‌هاست::
-
-    >>> L1 = [1, 2, 3]
-
-    >>> L2 = L1
-
-    >>> L2
-    [1, 2, 3]
-
-    >>> id(L1)
-    140254551721800
-    >>> id(L2)
-    140254551721800
-
-
-عضوهای یک شی لیست تغییر پذیر هستند و باید توجه داشته باشیم اکنون که هر دو متغیر به یک شی اشاره دارند اگر توسط یکی از متغیرها، عضوهای شی مورد نظر تغییر داده شوند، مقدار مورد انتظار ما از شی متغیر دوم نیز تغییر خواهد کرد::
-
-    >>> L1 = [1, 2, 3]
-
-    >>> L2 = L1
-
-    >>> L1[0] = 7
-
-    >>> L1
-    [7, 2, 3]
-    >>> L2
-    [7, 2, 3]
-
-اگر این موضوع را یک مشکل بدانیم برای رفع آن می‌توان از شی متغیر یک کپی ایجاد کرده و این کپی را به متغیر جدید نسبت دهیم؛ در این شرایط هر دو متغیر به اشیایی جداگانه در محل‌هایی متفاوت از حافظه اشاره خواهند داشت. در حالت عادی برای کپی کردن یک شی لیست نیاز به کار جدیدی نیست و می‌توان از اندیس گذاری ``[:]`` - به معنی تمامی عضوها - استفاده کرد::
-
-    >>> L1
-    [7, 2, 3]
-
-    >>> L2 = L1[:]
-
-    >>> L1
-    [7, 2, 3]
-    >>> L2
-    [7, 2, 3]
-
-    >>> id(L1)
-    140254551721928
-    >>> id(L2)
-    140254551721800
-
-    >>> L1[0] = 5
-
-    >>> L1
-    [5, 2, 3]
-    >>> L2
-    [7, 2, 3]
-
-.. image:: /_static/lessons/l08-python-list-assignment-01.png
-    :align: center
-
-ولی اگر شی لیست مورد نظر عضوهایی از نوع لیست (یا هر نوع تغییر پذیر دیگر) داشته باشد، مشکل فوق همچنان برای این عضوها باقی است. به نمونه کد و تصویر پایین توجه نمایید::
-
-    >>> L1 = [1, 2, [7, 8]]
-
-    >>> L2 = L1[:]
-    >>> L2
-    [1, 2, [7, 8]]
-
-    >>> L1[2][1] = 5
-
-    >>> L1
-    [1, 2, [7, 5]]
-    >>> L2
-    [1, 2, [7, 5]]
-
-    >>> id(L1)
-    140402644179400
-    >>> id(L2)
-    140402651379720
-
-    >>> id(L1[2])
-    140402644179080
-    >>> id(L2[2])
-    140402644179080
-
-
-
-.. image:: /_static/lessons/l08-python-list-assignment-02.png
-    :align: center
-
-در پایتون کپی شی به دو شیوه **«سطحی»** (Shallow Copy) و **«عمیق»** (Deep Copy) انجام می‌شود که به ترتیب توسط تابع‌های ``()copy`` و ``()deepcopy`` از درون ماژول ``copy`` در دسترس هستند [`اسناد پایتون <http://docs.python.org/3/library/copy.html>`__]. در شیوه کپی سطحی همانند کاری که پیش از این انجام دادیدم - یعنی انتساب با استفاده از اندیس ``[:]`` - اشیا داخلی کپی نمی‌شوند و تنها یک ارجاع جدید به آن‌ها داده می‌شود؛ در حالی که توسط شیوه کپی عمیق از تمامی اشیا (تغییر پذیر) داخلی نیز یک کپی ایجاد می‌گردد::
-
-    >>> L1 = [1, 2, [7, 8]]
-
-    >>> import copy
-    >>> L2 = copy.copy(L1)    # Shallow Copy
-
-    >>> L1[2][1] = 5
-
-    >>> L1
-    [1, 2, [7, 5]]
-    >>> L2
-    [1, 2, [7, 5]]
-
-::
-
-    >>> L1 = [1, 2, [7, 8]]
-
-    >>> import copy
-    >>> L2 = copy.deepcopy(L1)    # Deep Copy
-
-    >>> L1[2][1] = 5
-
-    >>> L1
-    [1, 2, [7, 5]]
-    >>> L2
-    [1, 2, [7, 8]]
-
-    >>> id(L1)
-    140402651379656
-    >>> id(L2)
-    140402644179400
-
-    >>> id(L1[2])
-    140402644106312
-    >>> id(L2[2])
-    140402651379080
-
-    
-.. _python-list-operators: 
-
-عملگرها برای لیست
-~~~~~~~~~~~~~~~~~~~~~~~~~
-
-می‌توان از عملگرهای ``+`` (برای پیوند لیست‌ها) و ``*`` (برای تکرار عضوهای لیست) بهره برد::
-
-    >>> [1, 2] + [2, 3] + [3, 4]
-    [1, 2, 2, 3, 3, 4]
-
-    >>> ['python'] * 3
-    ['python', 'python', 'python']
-
-
-برای بررسی برابر بودن مقدار دو شی لیست مانند دیگر اشیا می‌توان از عملگر ``==`` استفاده کرد::
-
-    >>> [1, 'python'] == [1, 'python']
-    True
-
-    >>> [1, 'python'] == [1, 'PYTHON']
-    False
-
-از عملگرهای عضویت هم می‌توان برای بررسی وجود شی‌ای درون لیست استفاده کرد::
-
-    >>> L = ['a', [1, 2]]
-
-    >>> 'b' not in L
-    True
-    >>> 2 in L
-    False
-    >>> [1, 2] in L
-    True
-
-
-.. _python-is-va-equal: 
-
-تفاوت عملگرهای ``==`` و ``is``
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-نکته‌ای که در درس‌های پیش مطرح نشد، بیان تفاوت بین عملگر برابری و عملگر هویت است. پیش از ارایه توضیح به نمونه کد پایین توجه نمایید::
-
-    >>> a = 5
-    >>> b = a
-    >>> a == b
-    True
-    >>> a is b
-    True
-
-    >>> L1 = [1, 2, 3]
-    >>> L2 = L1
-    >>> L1 == L2
-    True
-    >>> L1 is L2
-    True
-
-    >>> L2 = L1[:]
-    >>> L1 == L2
-    True
-    >>> L1 is L2          # False!
-    False                
-
-
-از درس پنجم به یاد داریم که هر شی در پایتون حاوی یک «شناسه» (identity)، یک «نوع» (type) و یک «مقدار» (value) است. عملگر ``==`` دو شی را از نظر یکسان بودن «مقدار» مورد بررسی قرار می‌دهد در حالی که عملگر ``is`` دو شی را از نظر یکسان بودن «شناسه» (خروجی تابع ``()id``) یا همان نشانی آن‌ها در حافظه مورد بررسی قرار می‌دهد.
-
-پیش از این هم بیان شده بود که مفسر پایتون برای صرفه‌جویی در زمان و حافظه از ساخت مجدد اشیا نوع «صحیح» و «رشته» کوچک موجود اجتناب می‌کند و تنها یک ارجاع جدید به آن‌ها می‌دهد. اما این موضوع در مورد اشیا دیگر درست نمی‌باشد و مفسر پایتون برای هر متغیری که برای این نوع اشیا تعریف می‌گردد یک شی جدید ایجاد می‌کند و به آن ارجاع می‌دهد::
-
-    >>> a = 5
-    >>> b = 5
-    >>> a == b
-    True
-    >>> a is b
-    True
-
-    >>> m = 'python'
-    >>> n = 'python'
-    >>> m == n
-    True
-    >>> m is n
-    True
-
-    >>> L1 = [1, 2, 3]
-    >>> L2 = [1, 2, 3]
-    >>> L1 == L2
-    True
-    >>> L1 is L2          # False!
-    False 
-
-.. _python-convert-to-list: 
-
-تبدیل به شی لیست
-~~~~~~~~~~~~~~~~~~~~~~~~~
-
-با استفاده از کلاس ``()list`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#func-list>`__] می‌توان یک شی لیست ایجاد کرد یا اشیایی که از نوع دنباله هستند را به یک شی لیست تبدیل نمود::
-
-    >>> a = 'python'
-    >>> type(a)
-    <class 'str'>
-
-    >>> b = list(a)
-    >>> type(b)
-    <class 'list'>
-
-    >>> b
-    ['p', 'y', 't', 'h', 'o', 'n']
-
-::
-
-    >>> L = list()
-    >>> L
-    []
-
-
-.. _python-list-methods: 
-
-متدهای کاربردی یک شی لیست
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-شی لیست تغییر پذیر است و متدهای آن برخلاف شی رشته یک شی جدید تغییر یافته را برنمی‌گردانند بلکه تغییرات را بر روی همان شی ایجاد می‌کنند.
-
-* ``(append(x`` - شی ``x`` را به انتهای لیست مورد نظر اضافه می‌کند::
-
-    >>> L = [1, 2, 3]
-
-    >>> L.append(4)
-    >>> L
-    [1, 2, 3, 4]
-
-    >>> L.append(['a', 'b'])
-    >>> L
-    [1, 2, 3, 4, ['a', 'b']]
-
-  عملکرد این متد ``(L.append(x`` همانند عمل ``[L + [x`` است::
-
-    >>> L = [1, 2, 3]
-    >>> L + [4]
-    [1, 2, 3, 4]
-
-
-* ``(extend(s`` - عضوهای شی دنباله ``s``  را به انتهای لیست مورد نظر اضافه می‌کند::
-
-    >>> L = [1, 2, 3]
-
-    >>> L.extend(['a', 'b'])
-    >>> L
-    [1, 2, 3, 'a', 'b']
-
-  ::
-
-      >>> L = [1, 2, 3]
-
-      >>> L.extend('py')
-      >>> L
-      [1, 2, 3, 'p', 'y']
-
-
-* ``(insert(i, x`` - یک عضو جدید مانند ``x`` را در موقعیتی از لیست با اندیس دلخواه مانند ``i`` قرار می‌دهد::
-
-    >>> L = [1, 2, 3]
-
-    >>> L.insert(0, 'python')
-    >>> L
-    ['python', 1, 2, 3]
-
-* ``(remove(x`` - در لیست مورد نظر از سمت چپ به دنبال شی‌ ``x`` می‌گردد و نخستین مورد یافت شده را از لیست حذف می‌کند. چنانچه هیچ عضو برابری با شی ``x`` یافت نشود یک خطا گزارش می‌دهد::
-
-    >>> L = [1, 2, 3, 5, 2 , 6 , 1]
-
-    >>> L.remove(2)
-    >>> L
-    [1, 3, 5, 2, 6, 1]
-
-    >>> L.remove(0)
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-    ValueError: list.remove(x): x not in list
-
-  .. note::
-      در مواردی که می‌خواهید اندیس خاصی از لیست را حذف نمایید؛ از دستور ``del`` استفاده کنید.
-
-
-* ``([pop([i`` - عضو متناظر با اندیس ``i`` را از لیست حذف و به عنوان خروجی برمی‌گرداند. چنانچه اندیس به متد فرستاده نشود به صورت پیش‌فرض **آخرین عضو** از لیست مورد نظر را حذف و برمی‌گرداند::
-
-    >>> L = ['a', 'b', 'c', 'd']
-
-    >>> L.pop(2)
-    'c'
-    >>> L
-    ['a', 'b', 'd']
-
-    >>> L.pop()
-    'd'
-    >>> L
-    ['a', 'b']
-
-  .. note::
-    نماد ``[ ]`` در الگو متدها تنها روشی برای بیان اختیاری بودن عبارت درون آن می‌باشد و جزیی از متد نیست.
-
-
-* ``([index(x[, n`` - در لیست مورد نظر از سمت چپ به دنبال شی ``x`` می‌گردد و اندیس نخستین مورد یافت شده را برمی‌گرداند. این متد یک آرگومان اختیاری (``n``) نیز دارد که به کمک آن می‌توان تعیین نمود اندیس چندمین مورد یافت شده برگردانده شود. چنانچه هیچ عضو برابری با شی ``x`` یافت نشود یک خطا گزارش می‌دهد::
-
-    >>> L = ['s', 'b', 'c', 'a', 's', 'b']
-
-    >>> L.index('b')
-    1
-
-    >>> L.index('b', 2)
-    5
-
-    >>> L.index('z')
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-    ValueError: 'z' is not in list
-
-* ``(count(x`` - تعداد وقوع شی ``x`` را در لیست مورد نظر برمی‌گرداند::
-
-    >>> L = ['a', 'b', 'c', 'a', 'a', 'b']
-
-    >>> L.count('a')
-    3
-    >>> L.count(5)
-    0
-
-* ``()clear`` - تمام عضوهای لیست مورد نظر را حذف می‌کند. عملکرد این متد معادل دستور ``[:]del L`` می‌باشد::
-
-    >>> L = [0, 1, 2, 3, 4, 5]
-
-    >>> L.clear()
-    >>> L
-    []
-
-  ::
-
-      >>> L = [0, 1, 2, 3, 4, 5]
-
-      >>> del L[:]
-      >>> L
-      []
-
-
-* ``()reverse`` - عضوهای لیست مورد نظر را وارونه می‌کند::
-
-    >>> L = ['a', 'b', 'c', 'd']
-
-    >>> L.reverse()
-    >>> L
-    ['d', 'c', 'b', 'a']
-
-* ``()sort`` - عضوهای یک لیست را مرتب می‌کند::
-
-    >>> L = [4, 6, 2, 1, 5, 0, 3]
-
-    >>> L.sort()
-    >>> L
-    [0, 1, 2, 3, 4, 5, 6]
-
-  ::
-
-      >>> L = ['g', 'e', 'h', 'f', 'd']
-
-      >>> L.sort()
-      >>> L
-      ['d', 'e', 'f', 'g', 'h']
-
-  این متد در حالت پیش‌فرض به صورت صعودی اقدام به مرتب سازی می‌کند ولی می‌توان با فرستادن مقدار ``True`` به آرگومان اختیاری ``reverse``، شیوه آن را به نزولی تغییر داد::
-
-      >>> L = [4, 6, 2, 1, 5, 0, 3]
-
-      >>> L.sort(reverse=True)
-      >>> L
-      [6, 5, 4, 3, 2, 1, 0]
-
-  متد ``()sort`` آرگومان اختیاری دیگری نیز با نام ``key`` دارد که می‌توان با ارسال یک تابع تک آرگومانی به آن عمل دلخواهی را بر روی تک تک عضوهای لیست مورد نظر، پیش از مقایسه و مرتب‌سازی به انجام رساند. البته باید توجه داشت که تنها می‌بایست نام تابع به آرگومان متد فرستاده شود و نه الگو کامل آن؛ برای مثال تابع با الگو ``(func(x`` باید به صورت ``key=func`` فرستاده شود. چنانچه آرگومان ``key`` فرستاده شود، این متد عضوهای لیست را به تابع تعیین شده می‌فرستد و در انتها خروجی آن‌ها را برای عمل مرتب‌سازی در نظر می‌گیرد. به نمونه کد پایین توجه نمایید::
-
-    >>> L = ['a', 'D', 'c', 'B', 'e', 'f', 'G', 'h']
-
-    >>> L.sort()
-    >>> L
-    ['B', 'D', 'G', 'a', 'c', 'e', 'f', 'h']
-
-  *همانطور که مشاهده می‌شود حروف بزرگ در ابتدای لیست مرتب شده قرار گرفته‌اند؛ در واقع حروف بزرگ موجود در لیست به مقدار کوچکتری ارزیابی شده‌اند که اگر به کد اَسکی این حروف توجه نمایید متوجه علت این ارزیابی خواهید شد.* برای رفع این مشکل می‌توان پیش از آنکه عمل مقایسه برای مرتب‌سازی انجام پذیرد با فراخونی تابعی بر روی عضوهای لیست، تمام حروف را به بزرگ یا کوچک تبدیل نماییم تا حروف در سطح یکسانی برای مقایسه قرار بگیرند::
-
-       >>> L = ['a', 'D', 'c', 'B', 'e', 'f', 'G', 'h']
-
-       >>> L.sort(key=str.lower)
-       >>> L
-       ['a', 'B', 'c', 'D', 'e', 'f', 'G', 'h']
-
-  در نمونه کد بالا ``str.lower`` به چه معنی است؟
-
-    در درس پیش با کلاس ``()str`` که از آن برای ایجاد شی رشته استفاده می‌شد آشنا شدیم و با برخی از متدهای آن که برای یک شی رشته در دسترس بود (مانند: ``()join``) نیز کار کردیم. در آینده توسط درس مربوط به کلاس‌ها خواهیم آموخت که می‌توان با استفاده از نام کلاس و بدون ایجاد شی، متدهای داخل آن را فراخوانی نمود؛ در اینجا نیز همین اتفاق افتاده است و ``(lower(s`` متدی تک آرگومانی داخل کلاس ``str`` می‌باشد که توسط نام این کلاس فراخوانی شده است.
-
-    ::
-
-        >>> str
-        <class 'str'>
-
-        >>> str.lower
-        <method 'lower' of 'str' objects>
-
-        >>> dir(str)
-        ['__add__', '__class__', '__contains__', '__delattr__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__getitem__', '__getnewargs__', '__gt__', '__hash__', '__init__', '__iter__', '__le__', '__len__', '__lt__', '__mod__', '__mul__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__rmod__', '__rmul__', '__setattr__', '__sizeof__', '__str__', '__subclasshook__', 'capitalize', 'casefold', 'center', 'count', 'encode', 'endswith', 'expandtabs', 'find', 'format', 'format_map', 'index', 'isalnum', 'isalpha', 'isdecimal', 'isdigit', 'isidentifier', 'islower', 'isnumeric', 'isprintable', 'isspace', 'istitle', 'isupper', 'join', 'ljust', 'lower', 'lstrip', 'maketrans', 'partition', 'replace', 'rfind', 'rindex', 'rjust', 'rpartition', 'rsplit', 'rstrip', 'split', 'splitlines', 'startswith', 'strip', 'swapcase', 'title', 'translate', 'upper', 'zfill']
-
-
-    .. tip::
-        با استفاده از تابع آماده ``()dir`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#dir>`__] می‌توانیم لیستی از تمام صفت‌ها و متدهای در دسترس یک شی را دریافت نماییم.
-
-
-  به جای متد ``()sort`` می‌توان از تابع آماده ``()sorted`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#sorted>`__] نیز با همین توضیح استفاده کرد::
-
-       >>> L = ['a', 'D', 'c', 'B', 'e', 'f', 'G', 'h']
-
-       >>> sorted(L)
-       ['B', 'D', 'G', 'a', 'c', 'e', 'f', 'h']
-
-       >>> sorted(L, key=str.lower, reverse=True)
-       ['h', 'G', 'f', 'e', 'D', 'c', 'B', 'a']
-
-       
-.. _python-stack-with-list: 
-
-ایجاد پشته
-~~~~~~~~~~~~~~~~~
-
-«پشته» (`Stack <https://en.wikipedia.org/wiki/Stack_%28abstract_data_type%29>`_) ساختاری برای نگهداری موقت داده‌ها می‌باشد به شکلی که آخرین داده‌ای که در آن قرار می‌گیرد نخستین داده‌ای خواهد بود که خارج می‌گردد؛ این شیوه سازمان‌دهی LIFO یا Last In, First Out  خوانده می‌شود. پشته تنها از دو عمل (یا متد) پشتیبانی می‌کند: **push** که داده‌ای را بالای تمام داده‌های موجود در آن قرار می‌دهد و **pop** که بالاترین داده را از آن خارج می‌کند.
-
-ساختار پشته را می‌توان به سادگی با استفاده از نوع لیست در پایتون پیاده‌سازی کرد؛ به این صورت که برای یک شی لیست متد ``()append`` معادل عمل push و متد ``()pop`` نیز معادل عمل pop خواهد بود::
-
-    >>> stack = []
-
-    >>> stack.append(1)
-    >>> stack.append(2)
-    >>> stack.append(3)
-
-    >>> stack
-    [1, 2, 3]
-
-    >>> stack.pop()
-    3
-    >>> stack.pop()
-    2
-
-    >>> stack
-    [1]
-
-
-.. _python-tuple: 
-
-توپِل
-------
-
-نوع «**توپِل**» (Tuple) همانند نوع ``list`` است تنها با این تفاوت که تغییرپذیر **نیست** (بنابراین به نسبت مقدار حافظه کمتری مصرف می‌کند) و عضوهای آن درون پرانتز ``()`` قرار داده می‌شوند::
-
-    >>> t = (1, 2, 3)
-    >>> type(t)
-    <class 'tuple'>
-
-    >>> t
-    (1, 2, 3)
-    >>> print(t)
-    (1, 2, 3)
-
-    >>> import sys
-    >>> sys.getsizeof(t)
-    72
-
-::
-
-    >>> t = ()    # An empty tuple
-    >>> t
-    ()
-
-در انتهای شی توپِل تک  عضوی می‌بایست یک نماد کاما قرار داد؛ به مانند: ``(,1)``. از آنجا که از پرانتز در عبارت‌ها نیز استفاده می‌شود؛ با این کار مفسر پایتون یک شی توپِل را از عبارت تشخیص می دهد::
-
-
-    >>> (4 + 1)
-    5
-
-    >>> a = (1)
-    >>> a
-    1
-    >>> type(a)
-    <class 'int'>
-
-::
-
-    >>> t = (1,)
-    >>> t
-    (1,)
-    >>> type(t)
-    <class 'tuple'>
-
-
-برای ایجاد شی توپِل حتی می‌توان از گذاردن پرانتز صرف نظر کرد و تنها اشیا (یا عبارت‌ها) را با کاما از یکدیگر جدا نمود::
-
-    >>> 5,
-    (5,)
-
-::
-
-    >>> 1, 2 , 'a', 'b'
-    (1, 2, 'a', 'b')
-
-::
-
-    >>> t = 'p', 'y'
-    >>> t
-    ('p', 'y')
-
-::
-
-    >>> 5 > 1, True == 0 , 7-2
-    (True, False, 5)
-
-
-
-.. note::
-    نوع توپِل به دلیل تغییر ناپذیر بودن، نسبت به نوع لیست در مصرف حافظه بهینه‌تر می‌باشد؛ بنابراین بهتر است در مواقعی که نیاز به تغییر خاصی در داده‌ها نیست از این نوع استفاده شود. همچنین در مواقعی که نباید داده‌ها تغییر کنند، استفاده از شی توپِل به جای لیست می‌تواند از آن‌ها در برابر تغییر محافظت کند.
-
-
-به دلیل شباهت‌های بسیار شی توپِل به شی لیست از ارایه توضیحات تکراری اجتناب کرده و تنها به ذکر چند مثال در ارتباط با نوع توپِل می‌پردازیم::
-
-     >>> ('a', 'b', 'c') + (1 , 2, 3)
-     ('a', 'b', 'c', 1, 2, 3)
-
-     >>> ('python', 0) * 3
-     ('python', 0, 'python', 0, 'python', 0)
-
-::
-
-    >>> t = ('p', 'y', [1, 2, 3], 5)
-
-    >>> 'p' in t
-    True
-    >>> 2 not in t
-    True
-    >>> [1, 2, 3] not in t
-    False
-
-::
-
-    >>> (1, 'python') == (1, 'python')
-    True
-    >>> (1, 'python') == (1, 'PYTHON')
-    False
-
-::
-
-    >>> t1 = (1, 2, 3)
-    >>> t2 = t1
-    >>> t2 == t1
-    True
-    >>> t2 is t1
-    True
-
-    >>> t1 = (1, 2, 3)
-    >>> t2 = (1, 2, 3)
-    >>> t2 == t1
-    True
-    >>> t2 is t1
-    False
-
-::
-
-    >>> t = ('p', 'y', [1, 2, 3], 5)
-
-    >>> t[0]
-    'p'
-    >>> t[-1]
-    5
-    >>> t[:2]
-    ('p', 'y')
-    >>> t[2]
-    [1, 2, 3]
-    >>> t[2][1]
-    2
-
-    >>> t[0] = 'j'
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-    TypeError: 'tuple' object does not support item assignment
-
-::
-
-    >>> t = ('p', 'y', [1, 2, 3], 5)
-
-    >>> len(t)
-    4
-    >>> len(t[2])
-    3
-
-به دلیل ساختار ارجاعی بین اشیا در پایتون که توسط تصاویر بخش لیست نیز نمایش داده شد؛ اشیا تغییر پذیر درون شی توپِل، ویژگی‌های خود را داشته و همچنان تغییر پذیر خواهند بود::
-
-    >>> t = ('p', 'y', [1, 2, 3], 5)
-
-    >>> t[2][1] = 8
-    >>> t
-    ('p', 'y', [1, 8, 3], 5)
-
-همچنین به نمونه کدهای پایین در مورد Unpacking توجه نمایید::
-
-    >>> a, *b = (1.1, 2.2, 3.3, 4.4)
-
-    >>> a
-    1.1
-    >>> b
-    [2.2, 3.3, 4.4]
-
-::
-
-    >>> a, *b, c = (1.1, 2.2, 3.3, 4.4)
-
-    >>> a
-    1.1
-    >>> b
-    [2.2, 3.3]
-    >>> c
-    4.4
-
-::
-
-    >>> a, *b = [1.1, 2.2, (3.3, 4.4)]
-
-    >>> a
-    1.1
-    >>> b
-    [2.2, (3.3, 4.4)]
-
-::
-
-    >>> a, *b, c = [1.1, 2.2, (3.3, 4.4)]
-
-    >>> a
-    1.1
-    >>> b
-    [2.2]
-    >>> c
-    (3.3, 4.4)
-
-::
-
-    >>> a, *b, c = (1.1, 2.2, (3.3, 4.4))
-
-    >>> a
-    1.1
-    >>> b
-    [2.2]
-    >>> c
-    (3.3, 4.4)
-
-*حتما متوجه شده‌اید که عضوهای دنباله تنها با نوع لیست به نام نشانه‌گذاری شده انتساب داده می‌شود.*
-
-
-در هنگام انتساب متغیر توپِل به موضوع کپی نشدن اشیا تغییر پذیر توجه داشته باشید و در صورت نیاز از ماژول ``copy`` استفاده نمایید::
-
-    >>> t1 = ('p', 'y', [1, 2, 3], 5)
-
-    >>> t2 = t1                  # No Copy
-
-    >>> t1[2][1] = 8
-
-    >>> t1
-    ('p', 'y', [1, 8, 3], 5)
-    >>> t2
-    ('p', 'y', [1, 8, 3], 5)
-
-::
-
-    >>> t1 = ('p', 'y', [1, 2, 3], 5)
-
-    >>> import copy
-    >>> t2 = copy.deepcopy(t1)    # Deep Copy
-
-    >>> t1[2][1] = 8
-
-    >>> t1
-    ('p', 'y', [1, 8, 3], 5)
-    >>> t2
-    ('p', 'y', [1, 2, 3], 5)
-
-
-
-همانند شی لیست؛ شی توپِل نیز به دو متد ``()index`` و ``()count`` دسترسی دارد - این موضوع با استفاده از تابع ``()dir`` قابل بررسی است::
-
-    >>> t = ('s', 'b', 'c', 'a', 's', 'b')
-
-::
-
-    >>> dir(t)
-    ['__add__', '__class__', '__contains__', '__delattr__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__getitem__', '__getnewargs__', '__gt__', '__hash__', '__init__', '__iter__', '__le__', '__len__', '__lt__', '__mul__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__rmul__', '__setattr__', '__sizeof__', '__str__', '__subclasshook__', 'count', 'index']
-
-::
-
-    >>> t.index('b')
-    1
-
-    >>> t.index('b', 2)
-    5
-
-    >>> t.index('z')
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-    ValueError: tuple.index(x): x not in tuple
-
-::
-
-    >>> t.count('a')
-    3
-    >>> t.count(5)
-    0
-
-استفاده از راهنما را که فراموش نکرده‌اید؟!::
-
-    >>> t = ('s', 'b', 'c', 'a', 's', 'b')
-
-    >>> help(t.index)
-
-    Help on built-in function index:
-
-    index(...) method of builtins.tuple instance
-        T.index(value, [start, [stop]]) -> integer -- return first index of value.
-        Raises ValueError if the value is not present.
-    (END)
-
-
-هر زمان که نیاز به اِعمال تغییر در شی توپِل باشد؛ می‌توان شی مورد نظر را به صورت موقت به یک شی لیست تبدیل کرد. در این حالت می‌توان از ویژگی و متدهای شی لیست بهره برد و تغییرات دلخواه را اعمال کرد و در نهایت با یک تبدیل نوع دیگر دوباره به شی توپِل بازگشت. برای این منظور می‌توان با استفاده از کلاس ``()list`` یک دنباله - در اینجا یک شی توپِل - را به شی لیست تبدیل کرد و در طرف دیگر توسط کلاس ``()tuple`` نیز یک دنباله - در اینجا یک شی لیست - را به شی توپِل تبدیل نمود::
-
-    >>> t = (1, 2, 3)
-    >>> type(t)
-    <class 'tuple'>
-
-    >>> L = list(t)
-    >>> type(L)
-    <class 'list'>
-    >>> L
-    [1, 2, 3]
-
-    >>> L.insert(0, 'python')
-    >>> L
-    ['python', 1, 2, 3]
-
-    >>> t = tuple(L)
-    >>> t
-    ('python', 1, 2, 3)
-
-
-البته در مواقعی که می‌خواهید عضوهای درون یک شی توپِل را مرتب (Sort) کنید، نیازی به تبدیل نوع لیست نمی‌باشد و می‌توانید از تابع ``()sorted`` استفاده نمایید؛ این تابع مطابق آنچه که پیش از این معرفی شد یک شی توپِل را می‌گیرد و یک شی لیست با همان عضوها اما مرتب شده را برمی‌گرداند::
-
-    >>> t = ('a', 'D', 'c', 'B', 'e', 'f', 'G', 'h')
-
-    >>> sorted(t, key=str.lower, reverse=True)
-    ['h', 'G', 'f', 'e', 'D', 'c', 'B', 'a']
-
-
-کلاس ``()tuple`` بدون آرگومان یک شی توپِل خالی را ایجاد می‌کند::
-
-    >>> t = tuple()
-    >>> t
-    ()
-    >>> type(t)
-    <class 'tuple'>
-
-|
-
-----
-
-:emoji-size:`😊` امیدوارم مفید بوده باشه
-
-
-
+.. role:: emoji-size
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس هشتم: ساختمان‌های داده در پایتون، list و tuple
+   :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, انواع شی, انواع داده, ساختمان‌های داده در پایتون, list در پایتون,  tuple  در پایتون
+
+
+.. _lesson-08.1: 
+
+درس ۰۸: ساختمان‌های داده در پایتون: list و tuple
+====================================================================================
+
+.. figure:: /_static/pages/08-python-built-in-data-types-3.jpg
+    :align: center
+    :alt: درس ۰۸: ساختمان‌های داده در پایتون: tuple و list
+    :class: page-image
+
+    Photo by `Maria Orlova <https://unsplash.com/photos/aO76xjr6xow>`__
+  
+  
+از درس هفتم با انواع داده پایه در پایتون آشنا شده‌ایم و در این درس به بررسی انواع داده دیگری خواهیم پرداخت که در زبان‌های برنامه‌نویسی عموما با عنوان ساختمان‌های داده بیان می‌شوند. ساختمان‌های داده یا Data Structures به اشیایی گفته می‌شود که برای نگهداری از یک مجموعه داده طراحی شده‌اند و هر یک دارای ویژگی منحصربه‌فرد خود است. برای مثال قابل تغییر بودن، امکان حفظ ترتیب اعضا، امکان نگهداری داده‌های تکراری یا تنها  اجبار به نگهداری داده‌های یکتا که هر یک مناسب وضعیت خاصی در برنامه‌نویسی هستند. این درس به بررسی چهار ساختمان داده متداول در پایتون خواهد پرداخت: لیست (list)، توپِل (tuple)، مجموعه (set) و دیکشنری (dict)
+
+
+به منظور جلوگیری از طولانی شدن متن درس و همینطور سادگی در مطالعه، محتوا این درس در قالب دو بخش ارایه می‌شود که بخش نخست تنها به شرح لیست (list) و توپِل (tuple) خواهد پرداخت.
+
+
+
+
+:emoji-size:`✔` سطح: مقدماتی
+
+----
+
+.. contents:: سرفصل‌ها
+    :depth: 2
+
+----
+
+.. _python-list: 
+
+لیست
+------
+
+نوع «**لیست**» (List) یک نوع بسیار انعطاف‌پذیر در پایتون می‌باشد. این نوع همانند رشته یک «**دنباله**» (Sequence) بوده ولی برخلاف آن یک نوع «**تغییر پذیر**» (Mutable) است. شی لیست با استفاده از کروشه ``[ ]`` ایجاد می‌گردد و ترتیب اعضا را حفظ و می‌تواند عضوهایی - **از هر نوع** - داشته باشد که توسط کاما ``,`` از یکدیگر جدا می‌شوند؛ نوع لیست در واقع محلی برای نگهداری اشیا گوناگون و تغییرپذیر است::
+
+    >>> L = [1, 2, 3]
+    >>> type(L)
+    <class 'list'>
+
+    >>> L
+    [1, 2, 3]
+    >>> print(L)
+    [1, 2, 3]
+
+    >>> import sys
+    >>> sys.getsizeof(L)
+    88
+
+::
+
+    >>> L = []    # An empty list
+    >>> L
+    []
+
+
+عضوهای لیست می‌توانند از هر نوعی باشند؛ حتی یک لیست::
+
+    >>> L = [15, 3.14, 'string', [1, 2]]
+
+
+شی لیست جزو انواع دنباله پایتون است و می‌توان عضوها را بر اساس اندیس موقعیت آن‌ها دستیابی نمود::
+
+    >>> L = [1, 2, 3]
+    >>> L[0]
+    1
+    >>> L[-1]
+    3
+
+و همچنین تعداد عضوهای هر شی لیست را توسط تابع ``()len`` [`اسناد پایتون <https://docs.python.org/3/library/functions.html#len>`__] به دست آورد::
+
+    >>> L1 = []
+    >>> len(L1)
+    0
+
+    >>> L2 = ['python', 12.06]
+    >>> len(L2)
+    2
+
+    >>> len(L2[0])
+    6
+
+    >>> L3 = ['a', [1, 2], 'b']
+    >>> len(L3)
+    3
+    >>> len(L3[1])
+    2
+
+
+
+
+چنانچه یک دنباله جزو عضوهای شی لیست باشد، با استفاده از الگو ``[seq[i][j`` می‌توان عضوهای آن را نیز دستیابی نمود که در آن ``i`` اندیسی است که به یک عضو شی لیست اشاره دارد و ``j`` نیز اشاره به اندیس داخلی عضو ``i`` دارد؛ این الگو به همین شیوه می‌تواند ادامه یابد::
+
+    >>> L = ['python', 2.56]
+    >>> L[0]
+    'python'
+    >>> L[0][:2]
+    'py'
+
+    >>> L = ['python', 2.56, [128, ['a', 'z']]]
+    >>> L[2][1][0]
+    'a'
+
+
+یکی از مثال‌های رایج شی لیست‌، شبیه‌سازی ساختار ماتریس (`Matrix <https://en.wikipedia.org/wiki/Matrix_(mathematics)>`_) است::
+
+    >>> L = [[1, 2, 3],
+    ...      [4, 5, 6],
+    ...      [7, 8, 9]]
+    >>>
+
+    >>> L
+    [[1, 2, 3], [4, 5, 6], [7, 8, 9]]
+
+    >>> L[0][1]
+    2
+
+
+
+
+شی لیست جزو انواع Mutable پایتون است و می‌توان عضوهای آن را تغییر داد؛ این تغییر می‌تواند به شکل حذف، درج عضو جدید یا جایگزین کردن یک یا چند عضو باشد. پایتون متدهای کاربردی زیادی برای دستکاری و تغییر شی لیست دارد که در ادامه به آن‌ها نیز خواهیم پرداخت ولی در این بخش می‌خواهیم به بررسی چگونگی ایجاد تغییر با استفاده از عملگر انتساب بپردازیم:
+
+
+* جایگزین کردن::
+
+    >>> L = [1, 2, 3]
+
+    >>> L[1] = 'py'
+    >>> L
+    [1, 'py', 3]
+
+  ::
+
+    >>> L = [1, 2, 3, 4, 5, 6]
+
+    >>> L[:2] = [0, 0]
+    >>> L
+    [0, 0, 3, 4, 5, 6]
+
+* درج کردن - ``i`` در الگو ``[seq[i:i`` به موقعیتی از شی ``seq`` اشاره دارد که می‌خواهیم درج در آن نقطه انجام شود؛ در این شیوه توجه داشته باشید که شی‌ای که می‌خواهید درون لیست درج کنید می‌بایست یک دنباله باشد::
+
+    >>> L = [0, 1, 5, 6]
+
+    >>> L[2:2] = [2, 3, 4]
+    >>> L
+    [0, 1, 2, 3, 4, 5, 6]
+
+    >>> L[0:0] = 'abc'
+    >>> L
+    ['a', 'b', 'c', 0, 1, 2, 3, 4, 5, 6]
+
+    >>> L[3:3] = ['d', [-2, -1]]
+    >>> L
+    ['a', 'b', 'c', 'd', [-2, -1], 0, 1, 2, 3, 4, 5, 6]
+
+
+* حذف کردن - کافی است یک شی لیست خالی (``[]``) را به یک یا چند عضو از شی لیست مورد نظر انتساب دهیم::
+
+    >>> L = [0, 1, 2, 3, 4, 5, 6]
+
+    >>> L[2:5] = []
+    >>> L
+    [0, 1, 5, 6]
+
+    
+.. _python-del: 
+
+دستور ``del``
+~~~~~~~~~~~~~~~~~
+
+با استفاده از دستور ``del`` [`اسناد پایتون <https://docs.python.org/3/reference/simple_stmts.html#del>`__] نیز می‌توان یک عضو یا یک تکه از شی لیست را حذف کرد::
+
+    >>> L = ['a', 'b', 'c', 'd', 'e', 'f', 'g']
+
+    >>> del L[2]
+    >>> L
+    ['a', 'b', 'd', 'e', 'f', 'g']
+
+    >>> del L[1:4]
+    >>> L
+    ['a', 'f', 'g']
+
+همچنین می‌توانیم از این دستور برای حذف کامل یک متغیر استفاده نماییم. با حدف یک متغیر، ارجاع آن به شی نیز حذف می‌شود و چنانچه هیچ ارجاع دیگری به آن شی وجود نداشته باشد، شی‌ای که متغیر به آن ارجاع داشت نیز از حافظه حذف می‌گردد::
+
+    >>> a = 5
+    >>> a
+    5
+
+    >>> del a
+
+    >>> a
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+    NameError: name 'a' is not defined
+
+
+.. _python-unpacking: 
+
+انتساب چندگانه
+~~~~~~~~~~~~~~~~~~~~
+
+می‌توان یک شی لیست - یا در کل یک شی دنباله - را به تعدادی نام انتساب داد و متغیرهای جداگانه‌ای ایجاد نمود؛ این عمل **Unpacking** خوانده می‌شود. در این شرایط مفسر پایتون هر عضو دنباله را با حفظ ترتیب به یکی از نام‌ها انتساب می‌دهد که در حالت عادی می‌بایست تعداد نام‌ها با عضوهای دنباله برابر باشد::
+
+    >>> L = [1.1, 2.2, 3.3, 4.4]
+
+    >>> a, b, c, d = L
+
+    >>> a
+    1.1
+    >>> b
+    2.2
+    >>> c
+    3.3
+    >>> d
+    4.4
+
+::
+
+    >>> a, b = [1.1, 2.2, 3.3, 4.4]
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+    ValueError: too many values to unpack (expected 2)
+
+ولی می‌توان یکی از نام‌ها را توسط نماد ``*`` نشانه‌گذاری کرد؛ در این شرایط مفسر پایتون توازنی را بین عضوهای دنباله و نام‌ها ایجاد می‌کند که در این حالت تمام عضوهای اضافی - در قالب یک شی لیست - به نام نشانه‌گذاری شده انتساب داده می‌شود. البته باید توجه داشت که ترتیب عضوهای دنباله در هر شرایطی رعایت خواهد شد؛ به نمونه کدهای پایین توجه نمایید::
+
+     >>> L = [1.1, 2.2, 3.3, 4.4]
+
+     >>> a, b, *c = L
+
+     >>> a
+     1.1
+     >>> b
+     2.2
+     >>> c
+     [3.3, 4.4]
+
+::
+
+     >>> *a, b = [1.1, 2.2, 3.3, 4.4]
+
+     >>> a
+     [1.1, 2.2, 3.3]
+     >>> b
+     4.4
+
+::
+
+     >>> a, *b, c = [1.1, 2.2, 3.3, 4.4]
+
+     >>> a
+     1.1
+     >>> b
+     [2.2, 3.3]
+     >>> c
+     4.4
+
+::
+
+    >>> a, b, c, *d = [1.1, 2.2, 3.3, 4.4]
+
+    >>> a
+    1.1
+    >>> b
+    2.2
+    >>> c
+    3.3
+    >>> d
+    [4.4]
+
+    
+.. _python-copy: 
+
+کپی کردن
+~~~~~~~~~~~~~~~~
+
+همانند دیگر اشیا می‌توان با انتساب یک متغیر موجود از شی لیست به یک نام جدید، متغیر دیگری از این نوع شی ایجاد کرد. البته همانطور که پیش‌تر نیز بیان شده است؛ در این حالت شی کپی نمی‌گردد و تنها یک ارجاع جدید از این نام جدید به شی آن متغیر داده می‌شود. این موضوع با استفاده از تابع ``()id`` [`اسناد پایتون <https://docs.python.org/3/library/functions.html#id>`__] قابل آزمودن است؛ خروجی این تابع برابر نشانی شی در حافظه می‌باشد و بدیهی است که دو مقدار id یکسان برای دو متغیر نشان از یکی بودن شی آن‌هاست::
+
+    >>> L1 = [1, 2, 3]
+
+    >>> L2 = L1
+
+    >>> L2
+    [1, 2, 3]
+
+    >>> id(L1)
+    140254551721800
+    >>> id(L2)
+    140254551721800
+
+
+عضوهای یک شی لیست تغییر پذیر هستند و باید توجه داشته باشیم اکنون که هر دو متغیر به یک شی اشاره دارند اگر توسط یکی از متغیرها، عضوهای شی مورد نظر تغییر داده شوند، مقدار مورد انتظار ما از شی متغیر دوم نیز تغییر خواهد کرد::
+
+    >>> L1 = [1, 2, 3]
+
+    >>> L2 = L1
+
+    >>> L1[0] = 7
+
+    >>> L1
+    [7, 2, 3]
+    >>> L2
+    [7, 2, 3]
+
+اگر این موضوع را یک مشکل بدانیم برای رفع آن می‌توان از شی متغیر یک کپی ایجاد کرده و این کپی را به متغیر جدید نسبت دهیم؛ در این شرایط هر دو متغیر به اشیایی جداگانه در محل‌هایی متفاوت از حافظه اشاره خواهند داشت. در حالت عادی برای کپی کردن یک شی لیست نیاز به کار جدیدی نیست و می‌توان از اندیس گذاری ``[:]`` - به معنی تمامی عضوها - استفاده کرد::
+
+    >>> L1
+    [7, 2, 3]
+
+    >>> L2 = L1[:]
+
+    >>> L1
+    [7, 2, 3]
+    >>> L2
+    [7, 2, 3]
+
+    >>> id(L1)
+    140254551721928
+    >>> id(L2)
+    140254551721800
+
+    >>> L1[0] = 5
+
+    >>> L1
+    [5, 2, 3]
+    >>> L2
+    [7, 2, 3]
+
+.. image:: /_static/lessons/l08-python-list-assignment-01.png
+    :align: center
+
+ولی اگر شی لیست مورد نظر عضوهایی از نوع لیست (یا هر نوع تغییر پذیر دیگر) داشته باشد، مشکل فوق همچنان برای این عضوها باقی است. به نمونه کد و تصویر پایین توجه نمایید::
+
+    >>> L1 = [1, 2, [7, 8]]
+
+    >>> L2 = L1[:]
+    >>> L2
+    [1, 2, [7, 8]]
+
+    >>> L1[2][1] = 5
+
+    >>> L1
+    [1, 2, [7, 5]]
+    >>> L2
+    [1, 2, [7, 5]]
+
+    >>> id(L1)
+    140402644179400
+    >>> id(L2)
+    140402651379720
+
+    >>> id(L1[2])
+    140402644179080
+    >>> id(L2[2])
+    140402644179080
+
+
+
+.. image:: /_static/lessons/l08-python-list-assignment-02.png
+    :align: center
+
+در پایتون کپی شی به دو شیوه **«سطحی»** (Shallow Copy) و **«عمیق»** (Deep Copy) انجام می‌شود که به ترتیب توسط تابع‌های ``()copy`` و ``()deepcopy`` از درون ماژول ``copy`` در دسترس هستند [`اسناد پایتون <https://docs.python.org/3/library/copy.html>`__]. در شیوه کپی سطحی همانند کاری که پیش از این انجام دادیدم - یعنی انتساب با استفاده از اندیس ``[:]`` - اشیا داخلی کپی نمی‌شوند و تنها یک ارجاع جدید به آن‌ها داده می‌شود؛ در حالی که توسط شیوه کپی عمیق از تمامی اشیا (تغییر پذیر) داخلی نیز یک کپی ایجاد می‌گردد::
+
+    >>> L1 = [1, 2, [7, 8]]
+
+    >>> import copy
+    >>> L2 = copy.copy(L1)    # Shallow Copy
+
+    >>> L1[2][1] = 5
+
+    >>> L1
+    [1, 2, [7, 5]]
+    >>> L2
+    [1, 2, [7, 5]]
+
+::
+
+    >>> L1 = [1, 2, [7, 8]]
+
+    >>> import copy
+    >>> L2 = copy.deepcopy(L1)    # Deep Copy
+
+    >>> L1[2][1] = 5
+
+    >>> L1
+    [1, 2, [7, 5]]
+    >>> L2
+    [1, 2, [7, 8]]
+
+    >>> id(L1)
+    140402651379656
+    >>> id(L2)
+    140402644179400
+
+    >>> id(L1[2])
+    140402644106312
+    >>> id(L2[2])
+    140402651379080
+
+    
+.. _python-list-operators: 
+
+عملگرها برای لیست
+~~~~~~~~~~~~~~~~~~~~~~~~~
+
+می‌توان از عملگرهای ``+`` (برای پیوند لیست‌ها) و ``*`` (برای تکرار عضوهای لیست) بهره برد::
+
+    >>> [1, 2] + [2, 3] + [3, 4]
+    [1, 2, 2, 3, 3, 4]
+
+    >>> ['python'] * 3
+    ['python', 'python', 'python']
+
+
+برای بررسی برابر بودن مقدار دو شی لیست مانند دیگر اشیا می‌توان از عملگر ``==`` استفاده کرد::
+
+    >>> [1, 'python'] == [1, 'python']
+    True
+
+    >>> [1, 'python'] == [1, 'PYTHON']
+    False
+
+از عملگرهای عضویت هم می‌توان برای بررسی وجود شی‌ای درون لیست استفاده کرد::
+
+    >>> L = ['a', [1, 2]]
+
+    >>> 'b' not in L
+    True
+    >>> 2 in L
+    False
+    >>> [1, 2] in L
+    True
+
+
+.. _python-is-va-equal: 
+
+تفاوت عملگرهای ``==`` و ``is``
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+نکته‌ای که در درس‌های پیش مطرح نشد، بیان تفاوت بین عملگر برابری و عملگر هویت است. پیش از ارایه توضیح به نمونه کد پایین توجه نمایید::
+
+    >>> a = 5
+    >>> b = a
+    >>> a == b
+    True
+    >>> a is b
+    True
+
+    >>> L1 = [1, 2, 3]
+    >>> L2 = L1
+    >>> L1 == L2
+    True
+    >>> L1 is L2
+    True
+
+    >>> L2 = L1[:]
+    >>> L1 == L2
+    True
+    >>> L1 is L2          # False!
+    False                
+
+
+از درس پنجم به یاد داریم که هر شی در پایتون حاوی یک «شناسه» (identity)، یک «نوع» (type) و یک «مقدار» (value) است. عملگر ``==`` دو شی را از نظر یکسان بودن «مقدار» مورد بررسی قرار می‌دهد در حالی که عملگر ``is`` دو شی را از نظر یکسان بودن «شناسه» (خروجی تابع ``()id``) یا همان نشانی آن‌ها در حافظه مورد بررسی قرار می‌دهد.
+
+پیش از این هم بیان شده بود که مفسر پایتون برای صرفه‌جویی در زمان و حافظه از ساخت مجدد اشیا نوع «صحیح» و «رشته» کوچک موجود اجتناب می‌کند و تنها یک ارجاع جدید به آن‌ها می‌دهد. اما این موضوع در مورد اشیا دیگر درست نمی‌باشد و مفسر پایتون برای هر متغیری که برای این نوع اشیا تعریف می‌گردد یک شی جدید ایجاد می‌کند و به آن ارجاع می‌دهد::
+
+    >>> a = 5
+    >>> b = 5
+    >>> a == b
+    True
+    >>> a is b
+    True
+
+    >>> m = 'python'
+    >>> n = 'python'
+    >>> m == n
+    True
+    >>> m is n
+    True
+
+    >>> L1 = [1, 2, 3]
+    >>> L2 = [1, 2, 3]
+    >>> L1 == L2
+    True
+    >>> L1 is L2          # False!
+    False 
+
+.. _python-convert-to-list: 
+
+تبدیل به شی لیست
+~~~~~~~~~~~~~~~~~~~~~~~~~
+
+با استفاده از کلاس ``()list`` [`اسناد پایتون <https://docs.python.org/3/library/functions.html#func-list>`__] می‌توان یک شی لیست ایجاد کرد یا اشیایی که از نوع دنباله هستند را به یک شی لیست تبدیل نمود::
+
+    >>> a = 'python'
+    >>> type(a)
+    <class 'str'>
+
+    >>> b = list(a)
+    >>> type(b)
+    <class 'list'>
+
+    >>> b
+    ['p', 'y', 't', 'h', 'o', 'n']
+
+::
+
+    >>> L = list()
+    >>> L
+    []
+
+
+.. _python-list-methods: 
+
+متدهای کاربردی یک شی لیست
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+شی لیست تغییر پذیر است و متدهای آن برخلاف شی رشته یک شی جدید تغییر یافته را برنمی‌گردانند بلکه تغییرات را بر روی همان شی ایجاد می‌کنند.
+
+* ``(append(x`` - شی ``x`` را به انتهای لیست مورد نظر اضافه می‌کند::
+
+    >>> L = [1, 2, 3]
+
+    >>> L.append(4)
+    >>> L
+    [1, 2, 3, 4]
+
+    >>> L.append(['a', 'b'])
+    >>> L
+    [1, 2, 3, 4, ['a', 'b']]
+
+  عملکرد این متد ``(L.append(x`` همانند عمل ``[L + [x`` است::
+
+    >>> L = [1, 2, 3]
+    >>> L + [4]
+    [1, 2, 3, 4]
+
+
+* ``(extend(s`` - عضوهای شی دنباله ``s``  را به انتهای لیست مورد نظر اضافه می‌کند::
+
+    >>> L = [1, 2, 3]
+
+    >>> L.extend(['a', 'b'])
+    >>> L
+    [1, 2, 3, 'a', 'b']
+
+  ::
+
+      >>> L = [1, 2, 3]
+
+      >>> L.extend('py')
+      >>> L
+      [1, 2, 3, 'p', 'y']
+
+
+* ``(insert(i, x`` - یک عضو جدید مانند ``x`` را در موقعیتی از لیست با اندیس دلخواه مانند ``i`` قرار می‌دهد::
+
+    >>> L = [1, 2, 3]
+
+    >>> L.insert(0, 'python')
+    >>> L
+    ['python', 1, 2, 3]
+
+* ``(remove(x`` - در لیست مورد نظر از سمت چپ به دنبال شی‌ ``x`` می‌گردد و نخستین مورد یافت شده را از لیست حذف می‌کند. چنانچه هیچ عضو برابری با شی ``x`` یافت نشود یک خطا گزارش می‌دهد::
+
+    >>> L = [1, 2, 3, 5, 2 , 6 , 1]
+
+    >>> L.remove(2)
+    >>> L
+    [1, 3, 5, 2, 6, 1]
+
+    >>> L.remove(0)
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+    ValueError: list.remove(x): x not in list
+
+  .. note::
+      در مواردی که می‌خواهید اندیس خاصی از لیست را حذف نمایید؛ از دستور ``del`` استفاده کنید.
+
+
+* ``([pop([i`` - عضو متناظر با اندیس ``i`` را از لیست حذف و به عنوان خروجی برمی‌گرداند. چنانچه اندیس به متد فرستاده نشود به صورت پیش‌فرض **آخرین عضو** از لیست مورد نظر را حذف و برمی‌گرداند::
+
+    >>> L = ['a', 'b', 'c', 'd']
+
+    >>> L.pop(2)
+    'c'
+    >>> L
+    ['a', 'b', 'd']
+
+    >>> L.pop()
+    'd'
+    >>> L
+    ['a', 'b']
+
+  .. note::
+    نماد ``[ ]`` در الگو متدها تنها روشی برای بیان اختیاری بودن عبارت درون آن می‌باشد و جزیی از متد نیست.
+
+
+* ``([index(x[, n`` - در لیست مورد نظر از سمت چپ به دنبال شی ``x`` می‌گردد و اندیس نخستین مورد یافت شده را برمی‌گرداند. این متد یک آرگومان اختیاری (``n``) نیز دارد که به کمک آن می‌توان تعیین نمود اندیس چندمین مورد یافت شده برگردانده شود. چنانچه هیچ عضو برابری با شی ``x`` یافت نشود یک خطا گزارش می‌دهد::
+
+    >>> L = ['s', 'b', 'c', 'a', 's', 'b']
+
+    >>> L.index('b')
+    1
+
+    >>> L.index('b', 2)
+    5
+
+    >>> L.index('z')
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+    ValueError: 'z' is not in list
+
+* ``(count(x`` - تعداد وقوع شی ``x`` را در لیست مورد نظر برمی‌گرداند::
+
+    >>> L = ['a', 'b', 'c', 'a', 'a', 'b']
+
+    >>> L.count('a')
+    3
+    >>> L.count(5)
+    0
+
+* ``()clear`` - تمام عضوهای لیست مورد نظر را حذف می‌کند. عملکرد این متد معادل دستور ``[:]del L`` می‌باشد::
+
+    >>> L = [0, 1, 2, 3, 4, 5]
+
+    >>> L.clear()
+    >>> L
+    []
+
+  ::
+
+      >>> L = [0, 1, 2, 3, 4, 5]
+
+      >>> del L[:]
+      >>> L
+      []
+
+
+* ``()reverse`` - عضوهای لیست مورد نظر را وارونه می‌کند::
+
+    >>> L = ['a', 'b', 'c', 'd']
+
+    >>> L.reverse()
+    >>> L
+    ['d', 'c', 'b', 'a']
+
+* ``()sort`` - عضوهای یک لیست را مرتب می‌کند::
+
+    >>> L = [4, 6, 2, 1, 5, 0, 3]
+
+    >>> L.sort()
+    >>> L
+    [0, 1, 2, 3, 4, 5, 6]
+
+  ::
+
+      >>> L = ['g', 'e', 'h', 'f', 'd']
+
+      >>> L.sort()
+      >>> L
+      ['d', 'e', 'f', 'g', 'h']
+
+  این متد در حالت پیش‌فرض به صورت صعودی اقدام به مرتب سازی می‌کند ولی می‌توان با فرستادن مقدار ``True`` به آرگومان اختیاری ``reverse``، شیوه آن را به نزولی تغییر داد::
+
+      >>> L = [4, 6, 2, 1, 5, 0, 3]
+
+      >>> L.sort(reverse=True)
+      >>> L
+      [6, 5, 4, 3, 2, 1, 0]
+
+  متد ``()sort`` آرگومان اختیاری دیگری نیز با نام ``key`` دارد که می‌توان با ارسال یک تابع تک آرگومانی به آن عمل دلخواهی را بر روی تک تک عضوهای لیست مورد نظر، پیش از مقایسه و مرتب‌سازی به انجام رساند. البته باید توجه داشت که تنها می‌بایست نام تابع به آرگومان متد فرستاده شود و نه الگو کامل آن؛ برای مثال تابع با الگو ``(func(x`` باید به صورت ``key=func`` فرستاده شود. چنانچه آرگومان ``key`` فرستاده شود، این متد عضوهای لیست را به تابع تعیین شده می‌فرستد و در انتها خروجی آن‌ها را برای عمل مرتب‌سازی در نظر می‌گیرد. به نمونه کد پایین توجه نمایید::
+
+    >>> L = ['a', 'D', 'c', 'B', 'e', 'f', 'G', 'h']
+
+    >>> L.sort()
+    >>> L
+    ['B', 'D', 'G', 'a', 'c', 'e', 'f', 'h']
+
+  *همانطور که مشاهده می‌شود حروف بزرگ در ابتدای لیست مرتب شده قرار گرفته‌اند؛ در واقع حروف بزرگ موجود در لیست به مقدار کوچکتری ارزیابی شده‌اند که اگر به کد اَسکی این حروف توجه نمایید متوجه علت این ارزیابی خواهید شد.* برای رفع این مشکل می‌توان پیش از آنکه عمل مقایسه برای مرتب‌سازی انجام پذیرد با فراخونی تابعی بر روی عضوهای لیست، تمام حروف را به بزرگ یا کوچک تبدیل نماییم تا حروف در سطح یکسانی برای مقایسه قرار بگیرند::
+
+       >>> L = ['a', 'D', 'c', 'B', 'e', 'f', 'G', 'h']
+
+       >>> L.sort(key=str.lower)
+       >>> L
+       ['a', 'B', 'c', 'D', 'e', 'f', 'G', 'h']
+
+  در نمونه کد بالا ``str.lower`` به چه معنی است؟
+
+    در درس پیش با کلاس ``()str`` که از آن برای ایجاد شی رشته استفاده می‌شد آشنا شدیم و با برخی از متدهای آن که برای یک شی رشته در دسترس بود (مانند: ``()join``) نیز کار کردیم. در آینده توسط درس مربوط به کلاس‌ها خواهیم آموخت که می‌توان با استفاده از نام کلاس و بدون ایجاد شی، متدهای داخل آن را فراخوانی نمود؛ در اینجا نیز همین اتفاق افتاده است و ``(lower(s`` متدی تک آرگومانی داخل کلاس ``str`` می‌باشد که توسط نام این کلاس فراخوانی شده است.
+
+    ::
+
+        >>> str
+        <class 'str'>
+
+        >>> str.lower
+        <method 'lower' of 'str' objects>
+
+        >>> dir(str)
+        ['__add__', '__class__', '__contains__', '__delattr__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__getitem__', '__getnewargs__', '__gt__', '__hash__', '__init__', '__iter__', '__le__', '__len__', '__lt__', '__mod__', '__mul__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__rmod__', '__rmul__', '__setattr__', '__sizeof__', '__str__', '__subclasshook__', 'capitalize', 'casefold', 'center', 'count', 'encode', 'endswith', 'expandtabs', 'find', 'format', 'format_map', 'index', 'isalnum', 'isalpha', 'isdecimal', 'isdigit', 'isidentifier', 'islower', 'isnumeric', 'isprintable', 'isspace', 'istitle', 'isupper', 'join', 'ljust', 'lower', 'lstrip', 'maketrans', 'partition', 'replace', 'rfind', 'rindex', 'rjust', 'rpartition', 'rsplit', 'rstrip', 'split', 'splitlines', 'startswith', 'strip', 'swapcase', 'title', 'translate', 'upper', 'zfill']
+
+
+    .. tip::
+        با استفاده از تابع آماده ``()dir`` [`اسناد پایتون <https://docs.python.org/3/library/functions.html#dir>`__] می‌توانیم لیستی از تمام صفت‌ها و متدهای در دسترس یک شی را دریافت نماییم.
+
+
+  به جای متد ``()sort`` می‌توان از تابع آماده ``()sorted`` [`اسناد پایتون <https://docs.python.org/3/library/functions.html#sorted>`__] نیز با همین توضیح استفاده کرد::
+
+       >>> L = ['a', 'D', 'c', 'B', 'e', 'f', 'G', 'h']
+
+       >>> sorted(L)
+       ['B', 'D', 'G', 'a', 'c', 'e', 'f', 'h']
+
+       >>> sorted(L, key=str.lower, reverse=True)
+       ['h', 'G', 'f', 'e', 'D', 'c', 'B', 'a']
+
+       
+.. _python-stack-with-list: 
+
+ایجاد پشته
+~~~~~~~~~~~~~~~~~
+
+«پشته» (`Stack <https://en.wikipedia.org/wiki/Stack_%28abstract_data_type%29>`_) ساختاری برای نگهداری موقت داده‌ها می‌باشد به شکلی که آخرین داده‌ای که در آن قرار می‌گیرد نخستین داده‌ای خواهد بود که خارج می‌گردد؛ این شیوه سازمان‌دهی LIFO یا Last In, First Out  خوانده می‌شود. پشته تنها از دو عمل (یا متد) پشتیبانی می‌کند: **push** که داده‌ای را بالای تمام داده‌های موجود در آن قرار می‌دهد و **pop** که بالاترین داده را از آن خارج می‌کند.
+
+ساختار پشته را می‌توان به سادگی با استفاده از نوع لیست در پایتون پیاده‌سازی کرد؛ به این صورت که برای یک شی لیست متد ``()append`` معادل عمل push و متد ``()pop`` نیز معادل عمل pop خواهد بود::
+
+    >>> stack = []
+
+    >>> stack.append(1)
+    >>> stack.append(2)
+    >>> stack.append(3)
+
+    >>> stack
+    [1, 2, 3]
+
+    >>> stack.pop()
+    3
+    >>> stack.pop()
+    2
+
+    >>> stack
+    [1]
+
+
+.. _python-tuple: 
+
+توپِل
+------
+
+نوع «**توپِل**» (Tuple) همانند نوع ``list`` است تنها با این تفاوت که تغییرپذیر **نیست** (بنابراین به نسبت مقدار حافظه کمتری مصرف می‌کند) و عضوهای آن درون پرانتز ``()`` قرار داده می‌شوند::
+
+    >>> t = (1, 2, 3)
+    >>> type(t)
+    <class 'tuple'>
+
+    >>> t
+    (1, 2, 3)
+    >>> print(t)
+    (1, 2, 3)
+
+    >>> import sys
+    >>> sys.getsizeof(t)
+    72
+
+::
+
+    >>> t = ()    # An empty tuple
+    >>> t
+    ()
+
+در انتهای شی توپِل تک  عضوی می‌بایست یک نماد کاما قرار داد؛ به مانند: ``(,1)``. از آنجا که از پرانتز در عبارت‌ها نیز استفاده می‌شود؛ با این کار مفسر پایتون یک شی توپِل را از عبارت تشخیص می دهد::
+
+
+    >>> (4 + 1)
+    5
+
+    >>> a = (1)
+    >>> a
+    1
+    >>> type(a)
+    <class 'int'>
+
+::
+
+    >>> t = (1,)
+    >>> t
+    (1,)
+    >>> type(t)
+    <class 'tuple'>
+
+
+برای ایجاد شی توپِل حتی می‌توان از گذاردن پرانتز صرف نظر کرد و تنها اشیا (یا عبارت‌ها) را با کاما از یکدیگر جدا نمود::
+
+    >>> 5,
+    (5,)
+
+::
+
+    >>> 1, 2 , 'a', 'b'
+    (1, 2, 'a', 'b')
+
+::
+
+    >>> t = 'p', 'y'
+    >>> t
+    ('p', 'y')
+
+::
+
+    >>> 5 > 1, True == 0 , 7-2
+    (True, False, 5)
+
+
+
+.. note::
+    نوع توپِل به دلیل تغییر ناپذیر بودن، نسبت به نوع لیست در مصرف حافظه بهینه‌تر می‌باشد؛ بنابراین بهتر است در مواقعی که نیاز به تغییر خاصی در داده‌ها نیست از این نوع استفاده شود. همچنین در مواقعی که نباید داده‌ها تغییر کنند، استفاده از شی توپِل به جای لیست می‌تواند از آن‌ها در برابر تغییر محافظت کند.
+
+
+به دلیل شباهت‌های بسیار شی توپِل به شی لیست از ارایه توضیحات تکراری اجتناب کرده و تنها به ذکر چند مثال در ارتباط با نوع توپِل می‌پردازیم::
+
+     >>> ('a', 'b', 'c') + (1 , 2, 3)
+     ('a', 'b', 'c', 1, 2, 3)
+
+     >>> ('python', 0) * 3
+     ('python', 0, 'python', 0, 'python', 0)
+
+::
+
+    >>> t = ('p', 'y', [1, 2, 3], 5)
+
+    >>> 'p' in t
+    True
+    >>> 2 not in t
+    True
+    >>> [1, 2, 3] not in t
+    False
+
+::
+
+    >>> (1, 'python') == (1, 'python')
+    True
+    >>> (1, 'python') == (1, 'PYTHON')
+    False
+
+::
+
+    >>> t1 = (1, 2, 3)
+    >>> t2 = t1
+    >>> t2 == t1
+    True
+    >>> t2 is t1
+    True
+
+    >>> t1 = (1, 2, 3)
+    >>> t2 = (1, 2, 3)
+    >>> t2 == t1
+    True
+    >>> t2 is t1
+    False
+
+::
+
+    >>> t = ('p', 'y', [1, 2, 3], 5)
+
+    >>> t[0]
+    'p'
+    >>> t[-1]
+    5
+    >>> t[:2]
+    ('p', 'y')
+    >>> t[2]
+    [1, 2, 3]
+    >>> t[2][1]
+    2
+
+    >>> t[0] = 'j'
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+    TypeError: 'tuple' object does not support item assignment
+
+::
+
+    >>> t = ('p', 'y', [1, 2, 3], 5)
+
+    >>> len(t)
+    4
+    >>> len(t[2])
+    3
+
+به دلیل ساختار ارجاعی بین اشیا در پایتون که توسط تصاویر بخش لیست نیز نمایش داده شد؛ اشیا تغییر پذیر درون شی توپِل، ویژگی‌های خود را داشته و همچنان تغییر پذیر خواهند بود::
+
+    >>> t = ('p', 'y', [1, 2, 3], 5)
+
+    >>> t[2][1] = 8
+    >>> t
+    ('p', 'y', [1, 8, 3], 5)
+
+همچنین به نمونه کدهای پایین در مورد Unpacking توجه نمایید::
+
+    >>> a, *b = (1.1, 2.2, 3.3, 4.4)
+
+    >>> a
+    1.1
+    >>> b
+    [2.2, 3.3, 4.4]
+
+::
+
+    >>> a, *b, c = (1.1, 2.2, 3.3, 4.4)
+
+    >>> a
+    1.1
+    >>> b
+    [2.2, 3.3]
+    >>> c
+    4.4
+
+::
+
+    >>> a, *b = [1.1, 2.2, (3.3, 4.4)]
+
+    >>> a
+    1.1
+    >>> b
+    [2.2, (3.3, 4.4)]
+
+::
+
+    >>> a, *b, c = [1.1, 2.2, (3.3, 4.4)]
+
+    >>> a
+    1.1
+    >>> b
+    [2.2]
+    >>> c
+    (3.3, 4.4)
+
+::
+
+    >>> a, *b, c = (1.1, 2.2, (3.3, 4.4))
+
+    >>> a
+    1.1
+    >>> b
+    [2.2]
+    >>> c
+    (3.3, 4.4)
+
+*حتما متوجه شده‌اید که عضوهای دنباله تنها با نوع لیست به نام نشانه‌گذاری شده انتساب داده می‌شود.*
+
+
+در هنگام انتساب متغیر توپِل به موضوع کپی نشدن اشیا تغییر پذیر توجه داشته باشید و در صورت نیاز از ماژول ``copy`` استفاده نمایید::
+
+    >>> t1 = ('p', 'y', [1, 2, 3], 5)
+
+    >>> t2 = t1                  # No Copy
+
+    >>> t1[2][1] = 8
+
+    >>> t1
+    ('p', 'y', [1, 8, 3], 5)
+    >>> t2
+    ('p', 'y', [1, 8, 3], 5)
+
+::
+
+    >>> t1 = ('p', 'y', [1, 2, 3], 5)
+
+    >>> import copy
+    >>> t2 = copy.deepcopy(t1)    # Deep Copy
+
+    >>> t1[2][1] = 8
+
+    >>> t1
+    ('p', 'y', [1, 8, 3], 5)
+    >>> t2
+    ('p', 'y', [1, 2, 3], 5)
+
+
+
+همانند شی لیست؛ شی توپِل نیز به دو متد ``()index`` و ``()count`` دسترسی دارد - این موضوع با استفاده از تابع ``()dir`` قابل بررسی است::
+
+    >>> t = ('s', 'b', 'c', 'a', 's', 'b')
+
+::
+
+    >>> dir(t)
+    ['__add__', '__class__', '__contains__', '__delattr__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__getitem__', '__getnewargs__', '__gt__', '__hash__', '__init__', '__iter__', '__le__', '__len__', '__lt__', '__mul__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__rmul__', '__setattr__', '__sizeof__', '__str__', '__subclasshook__', 'count', 'index']
+
+::
+
+    >>> t.index('b')
+    1
+
+    >>> t.index('b', 2)
+    5
+
+    >>> t.index('z')
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+    ValueError: tuple.index(x): x not in tuple
+
+::
+
+    >>> t.count('a')
+    3
+    >>> t.count(5)
+    0
+
+استفاده از راهنما را که فراموش نکرده‌اید؟!::
+
+    >>> t = ('s', 'b', 'c', 'a', 's', 'b')
+
+    >>> help(t.index)
+
+    Help on built-in function index:
+
+    index(...) method of builtins.tuple instance
+        T.index(value, [start, [stop]]) -> integer -- return first index of value.
+        Raises ValueError if the value is not present.
+    (END)
+
+
+هر زمان که نیاز به اِعمال تغییر در شی توپِل باشد؛ می‌توان شی مورد نظر را به صورت موقت به یک شی لیست تبدیل کرد. در این حالت می‌توان از ویژگی و متدهای شی لیست بهره برد و تغییرات دلخواه را اعمال کرد و در نهایت با یک تبدیل نوع دیگر دوباره به شی توپِل بازگشت. برای این منظور می‌توان با استفاده از کلاس ``()list`` یک دنباله - در اینجا یک شی توپِل - را به شی لیست تبدیل کرد و در طرف دیگر توسط کلاس ``()tuple`` نیز یک دنباله - در اینجا یک شی لیست - را به شی توپِل تبدیل نمود::
+
+    >>> t = (1, 2, 3)
+    >>> type(t)
+    <class 'tuple'>
+
+    >>> L = list(t)
+    >>> type(L)
+    <class 'list'>
+    >>> L
+    [1, 2, 3]
+
+    >>> L.insert(0, 'python')
+    >>> L
+    ['python', 1, 2, 3]
+
+    >>> t = tuple(L)
+    >>> t
+    ('python', 1, 2, 3)
+
+
+البته در مواقعی که می‌خواهید عضوهای درون یک شی توپِل را مرتب (Sort) کنید، نیازی به تبدیل نوع لیست نمی‌باشد و می‌توانید از تابع ``()sorted`` استفاده نمایید؛ این تابع مطابق آنچه که پیش از این معرفی شد یک شی توپِل را می‌گیرد و یک شی لیست با همان عضوها اما مرتب شده را برمی‌گرداند::
+
+    >>> t = ('a', 'D', 'c', 'B', 'e', 'f', 'G', 'h')
+
+    >>> sorted(t, key=str.lower, reverse=True)
+    ['h', 'G', 'f', 'e', 'D', 'c', 'B', 'a']
+
+
+کلاس ``()tuple`` بدون آرگومان یک شی توپِل خالی را ایجاد می‌کند::
+
+    >>> t = tuple()
+    >>> t
+    ()
+    >>> type(t)
+    <class 'tuple'>
+
+|
+
+----
+
+:emoji-size:`😊` امیدوارم مفید بوده باشه
+
+
+
diff --git a/source/lessons/l08-set-and-dict-in-python.rst b/source/lessons/l08-set-and-dict-in-python.rst
index 06870e8..ea33f2c 100644
--- a/source/lessons/l08-set-and-dict-in-python.rst
+++ b/source/lessons/l08-set-and-dict-in-python.rst
@@ -1,826 +1,826 @@
-.. role:: emoji-size
-
-.. meta::
-   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس هشتم: ساختمان‌های داده در پایتون، set و dict
-   :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, انواع شی, انواع داده, ساختمان‌های داده در پایتون, set در پایتون,  dict  در پایتون
-
-   
-
-.. _lesson-08.2: 
-
-درس ۰۸: ساختمان‌های داده در پایتون: set و dict
-====================================================================================
-
-.. figure:: /_static/pages/08-python-built-in-data-types-2.jpg
-    :align: center
-    :alt: درس ۰۸: ساختمان‌های داده در پایتون: set و dict
-    :class: page-image
-
-    Photo by `Natalia Y <https://unsplash.com/photos/Oxl_KBNqxGA>`__
-  
-  
-از درس هفتم با انواع داده پایه در پایتون آشنا شده‌ایم و در این درس به بررسی انواع داده دیگری خواهیم پرداخت که در زبان‌های برنامه‌نویسی عموما با عنوان ساختمان‌های داده بیان می‌شوند. ساختمان‌های داده یا Data Structures به اشیایی گفته می‌شود که برای نگهداری از یک مجموعه داده طراحی شده‌اند و هر یک دارای ویژگی منحصربه‌فرد خود است. برای مثال قابل تغییر بودن، امکان حفظ ترتیب اعضا، امکان نگهداری داده‌های تکراری یا تنها  اجبار به نگهداری داده‌های یکتا که هر یک مناسب وضعیت خاصی در برنامه‌نویسی هستند. این درس به بررسی چهار ساختمان داده متداول در پایتون خواهد پرداخت: لیست (list)، توپِل (tuple)، مجموعه (set) و دیکشنری (dict)
-
-این بخش در ادامه شرح «لیست» و «توپِل» به شرح دو نوع دیگر از ساختمان‌های داده در پایتون می‌پردازد: «مجموعه» و «دیکشنری»
-
-
-
-:emoji-size:`✔` سطح: مقدماتی
-
-----
-
-.. contents:: سرفصل‌ها
-    :depth: 2
-
-----
-
-
-.. _python-dict: 
-
-دیکشنری
----------
-
-یکی دیگر از انواع ساختمان‌های داده در پایتون «**دیکشنری**» (Dictionary) می‌باشد که با نام کوتاه شده ``dict`` ارایه شده است. اشیا نوع دیکشنری با استفاده از نماد آکولاد ``{ }`` معرفی‌ می‌شوند و هر داده در آن به شکل یک جفت «**کلید:مقدار**» (key:value) ذخیره می‌گردد. از این نوع شی با عنوان شی mapping (نگاشت) پایتون نیز یاد می‌شود چرا که در این نوع هر شی «کلید» به یک شی «مقدار» map یا نگاشت داده می‌شود. شی دیکشنری **دنباله نیست** و هر عضو آن به جای  اندیس با استفاده از کلید دستیابی می‌شود. دیکشنری در پایتون **تغییر پذیر** است و شی «مقدار» می‌تواند از هر نوعی باشد حتی یک شی دیکشنری دیگر ولی شی «کلید» تنها می‌بایست از انواع «تغییرناپذیر» انتخاب شود و باید توجه داشت که تمام «کلید»‌های یک شی دیکشنری می‌بایست «**یکتا**» (Unique) باشند. از **نسخه 3.7 پایتون**، دیکشنری قابلیت حفظ ترتیب عناصر خود را نیز دارد یا به اصطلاح Ordered است.
-
-::
-
-    >>> d = {1:'One', 2:'Two', 3:'Three'}
-
-    >>> type(d)
-    <class 'dict'>
-
-    >>> d
-    {1: 'One', 2: 'Two', 3: 'Three'}
-
-    >>> print(d)
-    {1: 'One', 2: 'Two', 3: 'Three'}
-
-    >>> import sys 
-    >>> sys.getsizeof(d)
-    288
-
-در نمونه کد بالا؛ اشیا ``1``، ``2`` و ``3`` کلید‌های شی ``d`` هستند که به ترتیب با اشیای ``'One'`` و ``'Two'`` و ``'Three'`` نگاشت شده‌اند. برای دستیابی هر مقدار شی دیکشنری ``dic`` از الگو ``[dic[key`` استفاده می‌کنیم که ``key`` در آن، کلید متصل به مقدار مورد نظر می‌باشد::
-
-
-    >>> d = {1:'One', 2:'Two', 3:'Three'}
-
-    >>> d[0]
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-    KeyError: 0
-
-    >>> d[1]
-    'One'
-
-    >>> d[3][2:]
-    'ree'
-
-
-``[d[3`` اشاره به مقدار ``'Three'`` دارد؛ و از آنجا که این شی یک دنباله است می‌توان به روش دنباله‌ها (یعنی با استفاده از اندیس موقعیت) عضوهای این شی را نیز دستیابی نماییم.
-
-
-به چند مثال دیگر توجه نمایید::
-
-    >>> d = {}    # An empty dictionary
-    >>> d
-    {}
-
-::
-
-    >>> d = {'name': 'Bob', 'age': 40}
-
-    >>> d['name']
-    'Bob'
-    >>> d['age']
-    40
-
-::
-
-    >>> d = {'cb4f2': {'name': 'Bob', 'age': 40}}
- 
-    >>> d['cb4f2']['age']
-    40
-
-    
-برای ایجاد شی دیکشنری می‌توان از کلاس ``()dict`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#func-dict>`__] نیز استفاده نمود::
-
-
-    >>> d = dict(one=1, two=2, three=3)
-
-    >>> d
-    {'two': 2, 'one': 1, 'three': 3}
-    >>> d['one']
-    1
-
-توجه داشته باشید که عضوهای شی دیکشنری از طریق آرگومان‌ها و به شکل «**کلید=مقدار**» به کلاس فرستاده می‌شوند و در این حالت برای انتخاب کلیدها باید قوانین انتخاب نام در پایتون را رعایت نماییم؛ برای مثال کلیدی که با عدد شروع شود مجاز نمی‌باشد.
-
-
-
-
-ساختار نوع دیکشنری مشابه «جدول درهم‌سازی» (`Hash table <https://en.wikipedia.org/wiki/Hash_table>`_) است و کاربرد‌های فراوانی در الگوریتم‌های جستجو دارد. از این نوع همچنین می‌توان برای سازماندهی و ذخیره داده‌ها بر روی فایل استفاده کرد؛ برای نمونه فرض کنید می‌خواهیم چند فیلم با بازی Benedict Cumberbatch را به گونه‌ای در اختیار داشته باشیم که بتوانیم  آن‌ها را بر اساس سال ساخت دستیابی نماییم::
-
-    >>> benedict_cumberbatch = {'2014':'The Imitation Game',
-    ...                         '2013':('The Fifth Estate', '12 Years a Slave', 'Star Trek Into Darkness'),
-    ...                         '2012':'The Hobbit: An Unexpected Journey',
-    ...                         '2011':('War Horse', ' Wreckers', 'Tinker Tailor Soldier Spy')}
-    >>> 
-
-    >>> benedict_cumberbatch['2014']
-    'The Imitation Game'
-
-    >>> len(benedict_cumberbatch['2011'])
-    3
-
-    >>> benedict_cumberbatch['2011'][0]
-    'War Horse'
-
-
-از تابع ``()len`` نیز می‌توان برای به دست آوردن تعداد عضوهای شی دیکشنری (جفتِ کلید:مقدار) استفاده کرد::
-
-    >>> d = {1:'One', 2:'Two', 3:'Three'}
-
-    >>> len(d)
-    3
-
-با انتساب یک مقدار جدید به یک کلید موجود از شی دیکشنری می‌توان مقدار آن کلید را تغییر داد و با انتساب یک مقدار به یک کلید جدید که در شی دیکشنری وجود ندارد یک عضو جدید به آن شی افزوده می‌شود::
-
-    >>> d = {'name': 'Bob', 'age': 40}
-    
-    >>> d['name'] = 'Jhon'
-    >>> d
-    {'name': 'Jhon', 'age': 40}
-
-    >>> d['job'] = 'unemployed'
-    >>> d
-    {'name': 'Jhon', 'age': 40, 'job': 'unemployed'}
-
-
-با استفاده از دستوری مشابه ``[del dic[key`` نیز می‌توان یک عضو شی دیکشنری را حذف کرد::
-
-    >>> d = {'name': 'Jhon', 'age': 40, 'job': 'unemployed'}
-
-    >>> del d['job']
-    >>> d
-    {'name': 'Jhon', 'age': 40}
-
-
-امکانی برای تغییر کلیدها وجود ندارد مگر آنکه عضو مورد نظر را حذف کرده و یک عضو جدید (همان مقدار ولی با کلیدی جدید) اضافه نمایید::
-
-    >>> d = {'name': 'Jhon', 'age': 40, 'job': 'unemployed'}
-
-    >>> d['occupation'] = d['job']
-    >>> del d['job']
-
-    >>> d
-    {'name': 'Jhon', 'age': 40, 'occupation': 'unemployed'}
-    
-
-.. _python-dict-operators: 
-
-عملگرها برای دیکشنری
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-عملگرهای ``+`` و ``*`` برای اشیا دیکشنری تعریف **نشده‌اند**.
-
-از عملگرهای عضویت می‌توان برای بررسی وجود یک **کلید** در شی دیکشنری استفاده کرد::
-
-    >>> 'job' in {'name': 'Bob', 'age': 40} 
-    False
-
-    >>> 'job' not in {'name': 'Bob', 'age': 40} 
-    True
-
-در مورد عملکرد عملگر برابری ``==``  و عملگرهای هویت (``is`` و ``is not``) صحبت شده است؛ این عملگرها برای اشیا دیکشنری نیز کاربرد دارند.
-
-
-.. _python-dict-copy: 
-
-کپی کردن
-~~~~~~~~~~~~~~~~~~
-
-همانطور که گفته شد شی دیکشنری از انواع «تغییر پذیر» پایتون است و همان توضیحاتی که در مورد شی لیست بیان شد؛ در اینجا هم درست است و گاهی نیاز می‌شود که از ماژول ``copy`` برای کپی اشیا دیکشنری استفاده نماییم:
-
-* بدون کپی کردن::
-
-    >>> d1 = {'name': 'Bob', 'age': 40}
-
-    >>> d2 = d1
-
-    >>> d1 == d2
-    True
-    >>> d1 is d2
-    True
-
-    >>> d1['age'] = 46
-
-    >>> d1
-    {'name': 'Bob', 'age': 46}
-    >>> d2
-    {'name': 'Bob', 'age': 46}
-
-
-* کپی سطحی::
-
-    >>> d1 = {'name': 'Bob', 'age': 40}
-
-    >>> import copy
-    >>> d2 = copy.copy(d1)              # shallow copy
-
-    >>> d1 == d2
-    True
-    >>> d1 is d2                        # False!
-    False
-
-    >>> d1['age'] = 46
-
-    >>> d1
-    {'name': 'Bob', 'age': 46}
-    >>> d2
-    {'name': 'Bob', 'age': 40}
-
-  ::
-
-      >>> d1 = {'names': ['Bob', 'Jhon'], 'ages': [40, 40]}
-
-      >>> import copy
-      >>> d2 = copy.copy(d1)              # shallow copy
-
-      >>> d1 == d2
-      True
-      >>> d1 is d2                        # False!
-      False
-
-      >>> d1['ages'][0] = 46
-
-      >>> d1
-      {'ages': [46, 40], 'names': ['Bob', 'Jhon']}
-
-      >>> # d2 has changed!
-      >>> d2                              
-      {'ages': [46, 40], 'names': ['Bob', 'Jhon']}
-
-* کپی عمیق::
-
-    >>> d1 = {'names': ['Bob', 'Jhon'], 'ages': [40, 40]}
-
-    >>> import copy
-    >>> d2 = copy.deepcopy(d1)          # deep copy
- 
-    >>> d1 == d2
-    True
-    >>> d1 is d2                        # False!
-    False
-
-    >>> d1['ages'][0] = 46
-
-    >>> d1
-    {'ages': [46, 40], 'names': ['Bob', 'Jhon']}
-    >>> d2
-    {'ages': [40, 40], 'names': ['Bob', 'Jhon']}
-
-    
-.. _python-convert-to-dict: 
-
-تبدیل به شی دیکشنری
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-برای تبدیل دیگر اشیا به نوع دیکشنری یا در کل ایجاد شی دیکشنری از کلاس ``()dict`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#func-dict>`__] استفاده می‌شود.
-
-
-برای تبدیل اشیا دنباله به مانند لیست و توپِل به دیکشنری می‌بایست از ساختار تودرتو استفاده کرد، به گونه‌ای که هر عضو این ساختمان‌ها خود شامل دو عضو باشد::
-
-    >>> t = ('one', 'two', 'three')
-    >>> type(t)
-    <class 'tuple'>
-     
-    >>> d = dict(t)
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-    ValueError: dictionary update sequence element #0 has length 3; 2 is required
-
-::
-
-      >>> t = ((1, 'one'), (2, 'two'), (3, 'three'))
-      >>> dict(t)
-      {1: 'one', 2: 'two', 3: 'three'}
-      >>> 
-    
-
-البته می‌توان از یک مقدار پیش‌فرض نیز برای تبدیل نوع سریع آن‌ها به روش زیر بهره برد::
-
-
-  >>> t = ('one', 'two', 'three')
-  >>> dict.fromkeys(t, "-")
-  {'one': '-', 'two': '-', 'three': '-'}
-  
-  >>> dict.fromkeys("Python", "-")
-  {'P': '-', 'y': '-', 't': '-', 'h': '-', 'o': '-', 'n': '-'}
-
-
-
-اما روش ساده‌تر، استفاده از تابع ``()zip`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#zip>`__] است. می‌توان اینگونه تصور کرد که این تابع تعدادی شی دنباله را می‌گیرد و عضوهای نظیر به نظیر آن‌ها را در کنار هم قرار می‌دهد؛ این دنباله‌ها باید تعداد عضو برابری داشته باشند؛ چرا که عضوهای اضافی هر دنباله نادیده گرفته می‌شود. خروجی ``()zip`` یک شی جدید از نوع ``zip`` است و می‌توان آن را به عنوان آرگومان به کلاس ``dict`` ارسال کنیم::
-
-    >>> k = [1, 2, 3, 4, 5]
-    >>> v = ['x', 'y', 'z']
-
-    >>> z = zip(k, v)
-
-    >>> z
-    <zip object at 0x7eff1d263548>
-
-    >>> type(z)
-    <class 'zip'>
-
-    >>> list(z)
-    [(1, 'x'), (2, 'y'), (3, 'z')]
-
-::
-
-    >>> k = (1, 2, 3)
-    >>> v = ('One', 'Two', 'Three')
-
-    >>> d = dict(zip(k, v))
-
-    >>> d
-    {1: 'One', 2: 'Two', 3: 'Three'}
-
-در آینده باز هم از تابع ``()zip`` استفاده خواهیم کرد.
-
-
-.. _python-dict-methods: 
-
-برخی از متدهای کاربردی یک شی دیکشنری
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-* ``()items`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.items>`__] تمام عضوهای شی را برمی‌گرداند - ``()values`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.values>`__] تمام مقدارهای موجود در شی را بر می‌گرداند - ``()keys`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.keys>`__] تمام کلیدهای موجود در شی را بر می‌گرداند::
-
-    >>> d = {1:'One', 2:'Two', 3:'Three'}
-
-    >>> d.items()
-    dict_items([(1, 'One'), (2, 'Two'), (3, 'Three')])
-
-    >>> d.values()
-    dict_values(['One', 'Two', 'Three'])
-
-    >>> d.keys()
-    dict_keys([1, 2, 3])
-
-
-* ``()clear`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.clear>`__] - تمام عضوهای یک شی دیکشنری را حذف می‌کند::
-
-    >>> d = {1:'One', 2:'Two', 3:'Three'}
-
-    >>> d.clear()
-    >>> d
-    {}
-
-* ``()copy`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.copy>`__] - این متد یک کپی سطحی از شی برمی‌گرداند::
-
-    >>> d1 = {'name':'Bob'}
-
-    >>> d2 = d1.copy()
-
-    >>> d1 is d2
-    False
-
-* ``(fromkeys(seq`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.fromkeys>`__] - یک دنباله از کلیدها را دریافت و یک شی جدید دیکشنری با استفاده از آن‌ها ایجاد می‌کند؛ البته کلیدهای این شی فاقد مقدار هستند که می‌بایست در زمانی دیگر به آن‌ها مقدار داد::
-
-    >>> k = (1, 2, 3)   # or k=[1, 2, 3]  or  k='123' 
-
-    >>> dict.fromkeys(k)
-    {1: None, 2: None, 3: None}
-
-
-  توجه داشته باشید که این متد توسط خود کلاس ``dict`` فراخوانی می‌شود.
-
-  این متد یک آرگومان اختیاری نیز دارد که توسط آن می‌توان یک شی را به عنوان «مقدار» پیش‌فرض کلید‌ها تعیین نمود::
-
-      >>> k = (1, 2, 3)
-
-      >>> dict.fromkeys(k, '-*-')
-      {1: '-*-', 2: '-*-', 3: '-*-'}
-
-* ``(pop(key`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.pop>`__] - عضو دارنده کلید ``key`` را حذف و مقدار آن را برمی‌گرداند. چنانچه عضوی با این کلید یافت نشود شی پیش‌فرض تعیین شده (آرگومان دوم که اختیاری است) را برمی‌گرداند و اگر این آرگومان ارسال نشده باشد یک خطا گزارش می‌دهد::
-
-    >>> d = {1:'One', 2:'Two', 3:'Three'}
-
-    >>> d.pop(2)
-    'Two'
-    >>> d
-    {1: 'One', 3: 'Three'}
-
-    >>> d.pop(2)
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-    KeyError: 2
-
-    >>> d.pop(2, 'Oops!')
-    'Oops!'
-
-
-  از این متد می‌توان برای تغییر راحت‌تر کلیدها استفاده کرد!::
-
-      >>> d = {'name': 'Jhon', 'job': 'unemployed', 'age': 40}
-
-      >>> d['occupation'] = d.pop('job')
-
-      >>> d
-      {'name': 'Jhon', 'age': 40, 'occupation': 'unemployed'}
-
-  متد مشابه دیگری نیز با نام ``()popitem`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.popitem>`__] - که بدون آرگومان است - در دسترس می‌باشد؛ این متد در هر فراخوانی یک عضو از شی مورد نظر را به صورت دلخواه حذف و به شکل توپِل (key, value) برمی‌گرداند و چنانچه دیکشنری خالی باشد یک خطا ``KeyError`` گزارش می‌دهد::
-
-    >>> d = {1:'One', 2:'Two', 3:'Three'}
-
-    >>> d.popitem()
-    (1, 'One')
-    
-* ``(get(key`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.get>`__] - مقدار مربوط به کلید ``key`` را برمی‌گرداند. چنانچه درون شی مورد نظر هیچ عضوی با این کلید وجود نداشته باشد شی پیش‌فرض تعیین شده (آرگومان دوم که اختیاری است) را برمی‌گرداند و اگر این آرگومان ارسال نشده باشد هیچ خطایی گزارش **نمی‌دهد**::
-
-    >>> d = {1:'One', 2:'Two', 3:'Three'}
-
-    >>> d.get(1)
-    'One'
-
-    >>> d.get(0)
-    >>> 
-
-    >>> d.get(0, False)
-    False
-
-
-* ``(setdefault(key`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.setdefault>`__] - مقدار مربوط به کلید ``key`` را برمی‌گرداند. چنانچه عضوی با این کلید درون شی مورد نظر وجود نداشته باشد، کلید را به همراه  مقدار پیش‌فرض تعیین شده (آرگومان دوم که اختیاری است) درون شی اضافه می‌کند و خود این مقدار را برمی‌گرداند؛ اگر آرگومان دوم ارسال نشده باشد به صورت پیش‌فرض مقدار ``None`` در نظر گرفته خواهد شد::
-
-    >>> d = {1:'One', 2:'Two', 3:'Three'}
-
-    >>> d.setdefault(1)
-    'One'
-    >>> d
-    {1: 'One', 2: 'Two', 3: 'Three'}
-
-    >>> d.setdefault(5)
-    >>> d
-    {1: 'One', 2: 'Two', 3: 'Three', 5: None}
-
-    >>> d.setdefault(7, 'Seven')
-    'Seven'
-    >>> d
-    {1: 'One', 2: 'Two', 3: 'Three', 5: None, 7: 'Seven'}
-
-
-
-* ``()update`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#dict.update>`__] - یک شی دیکشنری دیگر را به عنوان آرگومان می‌گیرد و عضوهای شی مورد نظر را بر اساس آن تغییر می‌دهد::
-
-    >>> d = {1:'One', 2:'Two', 3:'Three'}
-
-    >>> d2 = {5:'Five', 6:'Six'}
-    >>> d.update(d2)
-    >>> d
-    {1: 'One', 2: 'Two', 3: 'Three', 5: 'Five', 6: 'Six'}
-
-    >>> d3 = {1:'0001'}
-    >>> d.update(d3)
-    >>> d
-    {1: '0001', 2: 'Two', 3: 'Three', 5: 'Five', 6: 'Six'}
-
-
-
-
-.. _python-set: 
-
-    
-مجموعه
---------
-
-«**مجموعه**» (Set) از انواع «بدون ترتیب» (Unordered) و «تغییر پذیر» (Mutable) پایتون است که برابر مفهوم مجموعه در ریاضیات می‌باشد. **هر عضو مجموعه می‌بایست یکتا و یکی از انواع «تغییر ناپذیر» باشد**. نوع مجموعه یا ``set`` را می‌توان با استفاده از کلاس ``()set`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#func-set>`__]  یا تنها با استفاده از نماد آکولاد ``{ }`` ایجاد کرد::
-
-
-    >>> L = [1, 2, 3, 4, 5]
-
-    >>> s = set(L)
-
-    >>> type(s)
-    <class 'set'>
-
-    >>> s
-    {1, 2, 3, 4, 5}
-
-    >>> print(s)
-    {1, 2, 3, 4, 5}
-
-::
-
-    >>> s = {1, 2, 3, 4, 5}
-
-    >>> type(s)
-    <class 'set'>
-
-    >>> s
-    {1, 2, 3, 4, 5}
-
-هیچ سینتکس خاصی برای ایجاد یا بیان یک شی خالی از نوع مجموعه وجود ندارد و تنها می‌بایست از کلاس ``()set`` - بدون آرگومان - استفاده کرد. توجه داشته باشید که ``{}`` بیانگر یک شی دیکشنری خالی است و نه یک مجموعه خالی::
-
-    >>> a = {} 
-    >>> type(a)
-    <class 'dict'>
-
-    >>> b = set()
-    >>> type(b)
-    <class 'set'>
-
-    >>> b
-    set()
-
-
-از تابع ``()len`` می‌توان برای به دست آوردن تعداد عضوهای یک شی مجموعه نیز استفاده کرد::
-
-    >>> s = {1, 2, 3, 4, 5}
-    >>> len(s)
-    5
-
-
-.. _python-set-operators: 
-
-عملگرها برای مجموعه
-~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-تعدادی از عملگرها هستند که برای اشیا مجموعه تعریف خاصی پیدا می‌کنند؛ در حالی که در مورد اشیا دیگر چنین رفتاری ندارند. این عملگرها در واقع پیاده‌سازی تعریف مشخصی در مفهوم ریاضی مجموعه‌ها هستند:
-
-* ``|`` اجتماع (Union): مانند ``A | B`` که حاصل آن مجموعه‌ای می‌باشد که تمام عضوهای مجموعه ``A`` و مجموعه ``B`` را داشته باشد و هیچ عضو اضافه دیگری نداشته باشد::
-
-    >>> A = {'u', 'v', 'w', 'x', 'y', 'z'}
-    >>> B = {'q', 'r', 's', 't', 'u', 'v', 'w'}
-
-    >>> A | B
-    {'y', 's', 'x', 'u', 'r', 'z', 't', 'w', 'v', 'q'}
-
-* ``&`` اشتراک (Intersection): مانند ``A & B`` که حاصل آن مجموعه‌ای می‌باشد که تنها شامل عضوهایی است که هم در مجموعه ``A`` هستند و هم در مجموعه ``B``::
-
-    >>> A & B
-    {'v', 'u', 'w'}
-
-
-* ``-`` تفاضل (Difference): مانند ``A - B`` که حاصل آن مجموعه‌ای می‌باشد که تنها شامل عضوهایی از مجموعه ``A`` است كه در مجموعه ``B`` نيستند::
-
-    >>> A - B
-    {'y', 'z', 'x'}
-
-
-* ``^`` تفاضل متقارن (Symmetric difference): مانند ``A ^ B`` که حاصل آن مجموعه‌ای می‌باشد که برابر اجتماع ِ تفاضل ``A`` از ``B`` و تفاضل ``B`` از ``A`` می‌باشد یعنی: ``(A-B) | (B-A)``::
-
-    >>> A ^ B
-    {'y', 'z', 's', 'q', 'x', 'r', 't'}
-
-  ::
-
-      >>> (A-B) | (B-A)
-      {'y', 'r', 'z', 't', 's', 'x', 'q'}
-
-
-  تفاضل متقارن را می‌توان به صورت پایین نیز تعریف کرد::
-
-      >>> (A|B) - (B&A)
-      {'y', 'x', 'r', 'z', 't', 's', 'q'}
-
-* ``>`` زیرمجموعه (Subset): مانند ``A < B`` که اگر مجموعه ``A`` زیرمجموعه‌ای از مجموعه ``B`` باشد مقدار ``True`` را برمی‌گرداند. در مقابل عملگر ``<`` قرار دارد که برای مثال در عبارت  ``A > B`` اگر مجموعه ``A`` یک Superset برای مجموعه ``B`` باشد مقدار ``True`` را برمی‌گرداند::
-
-    >>> A = {1, 2, 3, 4, 5}
-    >>> B = {1, 2, 3}
-
-    >>> A < B
-    False
-
-    >>> A > B
-    True
-
-برخی از عملگرهای عمومی نیز برای اشیا مجموعه قابل استفاده هستند::
-
-    >>> A = {'a', 'b', 'c'}
-
-    >>> 'a' in A
-    True
-    >>> 'c' not in A
-    False
-
-::
-
-    >>> A = {1, 2, 3, 4, 5}
-    >>> B = {1, 2, 3}
-
-    >>> A == B
-    False
-
-    >>> C = A
-
-    >>> A == C
-    True
-
-    >>> A is C
-    True
-
-
-.. _python-set-methods:
-
-برخی از متدهای کاربردی یک شی مجموعه
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-
-* ``()union`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#set.union>`__] - تعدادی شی مجموعه را دریافت می‌کند و یک مجموعه جدید که برابر اجتماع شی مورد نظر با آن‌ها است را برمی‌گرداند::
-
-    >>> A = {'a', 'b', 'c'}
-    >>> B = {1, 2, 3}
-
-    >>> {'t', 1, 'a'}.union(A, B)
-    {'a', 1, 2, 3, 't', 'b', 'c'}
-
-    >>> {'t', 1, 'a'} | A | B
-    {1, 2, 3, 'b', 't', 'a', 'c'}
-
-  به صورت مشابه می‌توان از متدهای ``()intersection`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#set.intersection>`__] برای اشتراک، ``()difference`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#set.difference>`__] برای تفاضل، ``()symmetric_difference`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#set.symmetric_difference>`__] - که تک آرگومانی است - برای تفاضل متقارن، ``()issubset`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#set.issubset>`__] و ``()issuperset`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#set.issuperset>`__] - که هر دو تک آرگومانی هستند - برای بررسی زیرمجموعه یا Superset بودن استفاده کرد.
-
-
-
-* ``()clear`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#set.clear>`__] - تمام عضوهای یک شی مجموعه را حذف می‌کند::
-
-    >>> A = {'a', 'b', 'c'}
-
-    >>> A.clear()
-    >>> A
-    set()
-
-* ``(add(x`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#set.add>`__] - شی تغییر ناپذیر ``x`` را در صورتی که از قبل درون شی مجموعه مورد نظر وجود نداشته باشد به آن اضافه می‌کند::
-
-     >>> A = {'a', 'b', 'c'}
-
-     >>> A.add(1)
-     >>> A
-     {'a', 'c', 1, 'b'}
-
-* ``(remove(x`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#set.remove>`__] - عضو ``x`` را از شی مجموعه مورد نظر حذف می‌کند. در صورتی که ``x`` درون مجموعه وجود نداشته باشد یک خطا گزارش می‌دهد::
-
-    >>> A = {'a', 'b', 'c', 1}
-
-    >>> A.remove(1)
-    >>> A
-    {'c', 'a', 'b'}
-
-    >>> A.remove(1)
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-    KeyError: 1
-
-
-  متد مشابه دیگری نیز با الگو ``(discard(x`` [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#set.discard>`__] وجود دارد که این متد چنانچه ``x`` وجود داشته باشد آن را حذف می‌کند؛ بنابرین در صورت نبودن ``x`` خطایی گزارش نمی‌گردد::
-
-      >>> A = {'c', 'a', 'b'}
-
-      >>> A.discard(1)
-      >>> A
-      {'b', 'a', 'c'}
-
-
-
-* ``()pop`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#set.pop>`__] - این متد آرگومانی ندارد و به صورت دلخواه یک عضو از مجموعه را حذف و به عنوان خروجی برمی‌گرداند. در مواردی که مجموعه خالی باشد یک خطا گزارش می گردد::
-
-    >>> A = {'a', 'b', 'c'}
-
-    >>> A.pop()
-    'a'
-
-  ::
-
-      >>> A.pop()
-      Traceback (most recent call last):
-        File "<stdin>", line 1, in <module>
-      KeyError: 'pop from an empty set'
-
-
-.. _python-frozenset:
-
-frozenset
-~~~~~~~~~~~~~
-
-همانطور که پیش از این بیان شد مجموعه یک شی «تغییر پذیر» است با عضوهای «تغییر ناپذیر» و به دلیل همین تغییر پذیری است که می‌توانیم به سادگی توسط متدهایش، عضوی به آن افزوده یا حذف نماییم. **”frozenset“** یک نوع جدید مجموعه است. همانگونه که می‌توانیم یک شی توپِل را معادل یک شی لیست تغییر ناپذیر تصویر کنیم؛ frozenset را نیز می‌توان **یک شی مجموعه تغییر ناپذیر** تصور کرد. نوع ``frozenset`` همان نوع ``set`` است، با تمام ویژگی‌های آن به غیر از تغییر پذیری که با استفاده از کلاس ``()frozenset`` ایجاد می‌گردد:
-
-::
-
-    >>> L =[1, 2, 3]
-
-    >>> A = frozenset(L)
-
-    >>> type(A)
-    <class 'frozenset'>
-
-    >>> A
-    frozenset({1, 2, 3})
-
-با استفاده از تابع ``()dir`` می‌توان متوجه متدهای در دسترس شی ``frozenset`` شد::
-
-    >>> dir(frozenset)    # Python 3.x
-    ['__and__', '__class__', '__contains__', '__delattr__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__gt__', '__hash__', '__init__', '__iter__', '__le__', '__len__', '__lt__', '__ne__', '__new__', '__or__', '__rand__', '__reduce__', '__reduce_ex__', '__repr__', '__ror__', '__rsub__', '__rxor__', '__setattr__', '__sizeof__', '__str__', '__sub__', '__subclasshook__', '__xor__', 'copy', 'difference', 'intersection', 'isdisjoint', 'issubset', 'issuperset', 'symmetric_difference', 'union']
-
-
-.. _python-type-categories:
-
-دسته‌بندی
------------
-
-اکنون با انواع داده و نیز ساختمان‌های داده متداول در پایتون آشنا شده‌اید. در این بخش به منظور جمع‌بندی، به دسته‌بندی این اشیا خواهیم پرداخت:
-
-
-* انواع عددی (Numeric Types):
-
-  .. code-block:: html
-    :linenos:
-    
-    - int
-    - float
-    - complex
-    - Decimal
-    - Fraction
-    - bool
-
-* انواع متنی (Text Types):
-
-  .. code-block:: html
-    :linenos:
-    
-    - str
-
-* انواع باینری (Binary Types):
-
-  .. code-block:: html
-    :linenos:
-    
-    - bytes
-    - bytearray
-
-* انواع دنباله (Sequence Types):
-
-  .. code-block:: html
-    :linenos:
-    
-    - str
-    - bytes
-    - bytearray
-    - tuple
-    - list
-
-* انواع تغییرناپذیر (Immutable Types):
-
-  .. code-block:: html
-    :linenos:
-    
-    - int
-    - float
-    - complex
-    - Decimal
-    - Fraction
-    - bool
-    - str
-    - bytes
-    - tuple
-    - frozenset
-
- 
-* انواع تغییرپذیر (Mutable Types):
-
-  .. code-block:: html
-    :linenos:
-    
-    - bytearray
-    - list
-    - dict
-    - set
-
-* انواع نگاشت (Mapping Types):
-
-  .. code-block:: html
-    :linenos:
-    
-    - dict
-
-* انواع مجموعه (Set Types):
-
-  .. code-block:: html
-    :linenos:
-    
-    - set
-    - frozenset
-
-
-* برخی دیگر:
-
-  .. code-block:: html
-    :linenos:
-    
-    - zip
-    - NoneType
-
-
-|
-
-----
-
-:emoji-size:`😊` امیدوارم مفید بوده باشه
-
-
+.. role:: emoji-size
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس هشتم: ساختمان‌های داده در پایتون، set و dict
+   :keywords:  آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون, انواع شی, انواع داده, ساختمان‌های داده در پایتون, set در پایتون,  dict  در پایتون
+
+   
+
+.. _lesson-08.2: 
+
+درس ۰۸: ساختمان‌های داده در پایتون: set و dict
+====================================================================================
+
+.. figure:: /_static/pages/08-python-built-in-data-types-2.jpg
+    :align: center
+    :alt: درس ۰۸: ساختمان‌های داده در پایتون: set و dict
+    :class: page-image
+
+    Photo by `Natalia Y <https://unsplash.com/photos/Oxl_KBNqxGA>`__
+  
+  
+از درس هفتم با انواع داده پایه در پایتون آشنا شده‌ایم و در این درس به بررسی انواع داده دیگری خواهیم پرداخت که در زبان‌های برنامه‌نویسی عموما با عنوان ساختمان‌های داده بیان می‌شوند. ساختمان‌های داده یا Data Structures به اشیایی گفته می‌شود که برای نگهداری از یک مجموعه داده طراحی شده‌اند و هر یک دارای ویژگی منحصربه‌فرد خود است. برای مثال قابل تغییر بودن، امکان حفظ ترتیب اعضا، امکان نگهداری داده‌های تکراری یا تنها  اجبار به نگهداری داده‌های یکتا که هر یک مناسب وضعیت خاصی در برنامه‌نویسی هستند. این درس به بررسی چهار ساختمان داده متداول در پایتون خواهد پرداخت: لیست (list)، توپِل (tuple)، مجموعه (set) و دیکشنری (dict)
+
+این بخش در ادامه شرح «لیست» و «توپِل» به شرح دو نوع دیگر از ساختمان‌های داده در پایتون می‌پردازد: «مجموعه» و «دیکشنری»
+
+
+
+:emoji-size:`✔` سطح: مقدماتی
+
+----
+
+.. contents:: سرفصل‌ها
+    :depth: 2
+
+----
+
+
+.. _python-dict: 
+
+دیکشنری
+---------
+
+یکی دیگر از انواع ساختمان‌های داده در پایتون «**دیکشنری**» (Dictionary) می‌باشد که با نام کوتاه شده ``dict`` ارایه شده است. اشیا نوع دیکشنری با استفاده از نماد آکولاد ``{ }`` معرفی‌ می‌شوند و هر داده در آن به شکل یک جفت «**کلید:مقدار**» (key:value) ذخیره می‌گردد. از این نوع شی با عنوان شی mapping (نگاشت) پایتون نیز یاد می‌شود چرا که در این نوع هر شی «کلید» به یک شی «مقدار» map یا نگاشت داده می‌شود. شی دیکشنری **دنباله نیست** و هر عضو آن به جای  اندیس با استفاده از کلید دستیابی می‌شود. دیکشنری در پایتون **تغییر پذیر** است و شی «مقدار» می‌تواند از هر نوعی باشد حتی یک شی دیکشنری دیگر ولی شی «کلید» تنها می‌بایست از انواع «تغییرناپذیر» انتخاب شود و باید توجه داشت که تمام «کلید»‌های یک شی دیکشنری می‌بایست «**یکتا**» (Unique) باشند. از **نسخه 3.7 پایتون**، دیکشنری قابلیت حفظ ترتیب عناصر خود را نیز دارد یا به اصطلاح Ordered است.
+
+::
+
+    >>> d = {1:'One', 2:'Two', 3:'Three'}
+
+    >>> type(d)
+    <class 'dict'>
+
+    >>> d
+    {1: 'One', 2: 'Two', 3: 'Three'}
+
+    >>> print(d)
+    {1: 'One', 2: 'Two', 3: 'Three'}
+
+    >>> import sys 
+    >>> sys.getsizeof(d)
+    288
+
+در نمونه کد بالا؛ اشیا ``1``، ``2`` و ``3`` کلید‌های شی ``d`` هستند که به ترتیب با اشیای ``'One'`` و ``'Two'`` و ``'Three'`` نگاشت شده‌اند. برای دستیابی هر مقدار شی دیکشنری ``dic`` از الگو ``[dic[key`` استفاده می‌کنیم که ``key`` در آن، کلید متصل به مقدار مورد نظر می‌باشد::
+
+
+    >>> d = {1:'One', 2:'Two', 3:'Three'}
+
+    >>> d[0]
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+    KeyError: 0
+
+    >>> d[1]
+    'One'
+
+    >>> d[3][2:]
+    'ree'
+
+
+``[d[3`` اشاره به مقدار ``'Three'`` دارد؛ و از آنجا که این شی یک دنباله است می‌توان به روش دنباله‌ها (یعنی با استفاده از اندیس موقعیت) عضوهای این شی را نیز دستیابی نماییم.
+
+
+به چند مثال دیگر توجه نمایید::
+
+    >>> d = {}    # An empty dictionary
+    >>> d
+    {}
+
+::
+
+    >>> d = {'name': 'Bob', 'age': 40}
+
+    >>> d['name']
+    'Bob'
+    >>> d['age']
+    40
+
+::
+
+    >>> d = {'cb4f2': {'name': 'Bob', 'age': 40}}
+ 
+    >>> d['cb4f2']['age']
+    40
+
+    
+برای ایجاد شی دیکشنری می‌توان از کلاس ``()dict`` [`اسناد پایتون <https://docs.python.org/3/library/functions.html#func-dict>`__] نیز استفاده نمود::
+
+
+    >>> d = dict(one=1, two=2, three=3)
+
+    >>> d
+    {'two': 2, 'one': 1, 'three': 3}
+    >>> d['one']
+    1
+
+توجه داشته باشید که عضوهای شی دیکشنری از طریق آرگومان‌ها و به شکل «**کلید=مقدار**» به کلاس فرستاده می‌شوند و در این حالت برای انتخاب کلیدها باید قوانین انتخاب نام در پایتون را رعایت نماییم؛ برای مثال کلیدی که با عدد شروع شود مجاز نمی‌باشد.
+
+
+
+
+ساختار نوع دیکشنری مشابه «جدول درهم‌سازی» (`Hash table <https://en.wikipedia.org/wiki/Hash_table>`_) است و کاربرد‌های فراوانی در الگوریتم‌های جستجو دارد. از این نوع همچنین می‌توان برای سازماندهی و ذخیره داده‌ها بر روی فایل استفاده کرد؛ برای نمونه فرض کنید می‌خواهیم چند فیلم با بازی Benedict Cumberbatch را به گونه‌ای در اختیار داشته باشیم که بتوانیم  آن‌ها را بر اساس سال ساخت دستیابی نماییم::
+
+    >>> benedict_cumberbatch = {'2014':'The Imitation Game',
+    ...                         '2013':('The Fifth Estate', '12 Years a Slave', 'Star Trek Into Darkness'),
+    ...                         '2012':'The Hobbit: An Unexpected Journey',
+    ...                         '2011':('War Horse', ' Wreckers', 'Tinker Tailor Soldier Spy')}
+    >>> 
+
+    >>> benedict_cumberbatch['2014']
+    'The Imitation Game'
+
+    >>> len(benedict_cumberbatch['2011'])
+    3
+
+    >>> benedict_cumberbatch['2011'][0]
+    'War Horse'
+
+
+از تابع ``()len`` نیز می‌توان برای به دست آوردن تعداد عضوهای شی دیکشنری (جفتِ کلید:مقدار) استفاده کرد::
+
+    >>> d = {1:'One', 2:'Two', 3:'Three'}
+
+    >>> len(d)
+    3
+
+با انتساب یک مقدار جدید به یک کلید موجود از شی دیکشنری می‌توان مقدار آن کلید را تغییر داد و با انتساب یک مقدار به یک کلید جدید که در شی دیکشنری وجود ندارد یک عضو جدید به آن شی افزوده می‌شود::
+
+    >>> d = {'name': 'Bob', 'age': 40}
+    
+    >>> d['name'] = 'Jhon'
+    >>> d
+    {'name': 'Jhon', 'age': 40}
+
+    >>> d['job'] = 'unemployed'
+    >>> d
+    {'name': 'Jhon', 'age': 40, 'job': 'unemployed'}
+
+
+با استفاده از دستوری مشابه ``[del dic[key`` نیز می‌توان یک عضو شی دیکشنری را حذف کرد::
+
+    >>> d = {'name': 'Jhon', 'age': 40, 'job': 'unemployed'}
+
+    >>> del d['job']
+    >>> d
+    {'name': 'Jhon', 'age': 40}
+
+
+امکانی برای تغییر کلیدها وجود ندارد مگر آنکه عضو مورد نظر را حذف کرده و یک عضو جدید (همان مقدار ولی با کلیدی جدید) اضافه نمایید::
+
+    >>> d = {'name': 'Jhon', 'age': 40, 'job': 'unemployed'}
+
+    >>> d['occupation'] = d['job']
+    >>> del d['job']
+
+    >>> d
+    {'name': 'Jhon', 'age': 40, 'occupation': 'unemployed'}
+    
+
+.. _python-dict-operators: 
+
+عملگرها برای دیکشنری
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+عملگرهای ``+`` و ``*`` برای اشیا دیکشنری تعریف **نشده‌اند**.
+
+از عملگرهای عضویت می‌توان برای بررسی وجود یک **کلید** در شی دیکشنری استفاده کرد::
+
+    >>> 'job' in {'name': 'Bob', 'age': 40} 
+    False
+
+    >>> 'job' not in {'name': 'Bob', 'age': 40} 
+    True
+
+در مورد عملکرد عملگر برابری ``==``  و عملگرهای هویت (``is`` و ``is not``) صحبت شده است؛ این عملگرها برای اشیا دیکشنری نیز کاربرد دارند.
+
+
+.. _python-dict-copy: 
+
+کپی کردن
+~~~~~~~~~~~~~~~~~~
+
+همانطور که گفته شد شی دیکشنری از انواع «تغییر پذیر» پایتون است و همان توضیحاتی که در مورد شی لیست بیان شد؛ در اینجا هم درست است و گاهی نیاز می‌شود که از ماژول ``copy`` برای کپی اشیا دیکشنری استفاده نماییم:
+
+* بدون کپی کردن::
+
+    >>> d1 = {'name': 'Bob', 'age': 40}
+
+    >>> d2 = d1
+
+    >>> d1 == d2
+    True
+    >>> d1 is d2
+    True
+
+    >>> d1['age'] = 46
+
+    >>> d1
+    {'name': 'Bob', 'age': 46}
+    >>> d2
+    {'name': 'Bob', 'age': 46}
+
+
+* کپی سطحی::
+
+    >>> d1 = {'name': 'Bob', 'age': 40}
+
+    >>> import copy
+    >>> d2 = copy.copy(d1)              # shallow copy
+
+    >>> d1 == d2
+    True
+    >>> d1 is d2                        # False!
+    False
+
+    >>> d1['age'] = 46
+
+    >>> d1
+    {'name': 'Bob', 'age': 46}
+    >>> d2
+    {'name': 'Bob', 'age': 40}
+
+  ::
+
+      >>> d1 = {'names': ['Bob', 'Jhon'], 'ages': [40, 40]}
+
+      >>> import copy
+      >>> d2 = copy.copy(d1)              # shallow copy
+
+      >>> d1 == d2
+      True
+      >>> d1 is d2                        # False!
+      False
+
+      >>> d1['ages'][0] = 46
+
+      >>> d1
+      {'ages': [46, 40], 'names': ['Bob', 'Jhon']}
+
+      >>> # d2 has changed!
+      >>> d2                              
+      {'ages': [46, 40], 'names': ['Bob', 'Jhon']}
+
+* کپی عمیق::
+
+    >>> d1 = {'names': ['Bob', 'Jhon'], 'ages': [40, 40]}
+
+    >>> import copy
+    >>> d2 = copy.deepcopy(d1)          # deep copy
+ 
+    >>> d1 == d2
+    True
+    >>> d1 is d2                        # False!
+    False
+
+    >>> d1['ages'][0] = 46
+
+    >>> d1
+    {'ages': [46, 40], 'names': ['Bob', 'Jhon']}
+    >>> d2
+    {'ages': [40, 40], 'names': ['Bob', 'Jhon']}
+
+    
+.. _python-convert-to-dict: 
+
+تبدیل به شی دیکشنری
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+برای تبدیل دیگر اشیا به نوع دیکشنری یا در کل ایجاد شی دیکشنری از کلاس ``()dict`` [`اسناد پایتون <https://docs.python.org/3/library/functions.html#func-dict>`__] استفاده می‌شود.
+
+
+برای تبدیل اشیا دنباله به مانند لیست و توپِل به دیکشنری می‌بایست از ساختار تودرتو استفاده کرد، به گونه‌ای که هر عضو این ساختمان‌ها خود شامل دو عضو باشد::
+
+    >>> t = ('one', 'two', 'three')
+    >>> type(t)
+    <class 'tuple'>
+     
+    >>> d = dict(t)
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+    ValueError: dictionary update sequence element #0 has length 3; 2 is required
+
+::
+
+      >>> t = ((1, 'one'), (2, 'two'), (3, 'three'))
+      >>> dict(t)
+      {1: 'one', 2: 'two', 3: 'three'}
+      >>> 
+    
+
+البته می‌توان از یک مقدار پیش‌فرض نیز برای تبدیل نوع سریع آن‌ها به روش زیر بهره برد::
+
+
+  >>> t = ('one', 'two', 'three')
+  >>> dict.fromkeys(t, "-")
+  {'one': '-', 'two': '-', 'three': '-'}
+  
+  >>> dict.fromkeys("Python", "-")
+  {'P': '-', 'y': '-', 't': '-', 'h': '-', 'o': '-', 'n': '-'}
+
+
+
+اما روش ساده‌تر، استفاده از تابع ``()zip`` [`اسناد پایتون <https://docs.python.org/3/library/functions.html#zip>`__] است. می‌توان اینگونه تصور کرد که این تابع تعدادی شی دنباله را می‌گیرد و عضوهای نظیر به نظیر آن‌ها را در کنار هم قرار می‌دهد؛ این دنباله‌ها باید تعداد عضو برابری داشته باشند؛ چرا که عضوهای اضافی هر دنباله نادیده گرفته می‌شود. خروجی ``()zip`` یک شی جدید از نوع ``zip`` است و می‌توان آن را به عنوان آرگومان به کلاس ``dict`` ارسال کنیم::
+
+    >>> k = [1, 2, 3, 4, 5]
+    >>> v = ['x', 'y', 'z']
+
+    >>> z = zip(k, v)
+
+    >>> z
+    <zip object at 0x7eff1d263548>
+
+    >>> type(z)
+    <class 'zip'>
+
+    >>> list(z)
+    [(1, 'x'), (2, 'y'), (3, 'z')]
+
+::
+
+    >>> k = (1, 2, 3)
+    >>> v = ('One', 'Two', 'Three')
+
+    >>> d = dict(zip(k, v))
+
+    >>> d
+    {1: 'One', 2: 'Two', 3: 'Three'}
+
+در آینده باز هم از تابع ``()zip`` استفاده خواهیم کرد.
+
+
+.. _python-dict-methods: 
+
+برخی از متدهای کاربردی یک شی دیکشنری
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+* ``()items`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#dict.items>`__] تمام عضوهای شی را برمی‌گرداند - ``()values`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#dict.values>`__] تمام مقدارهای موجود در شی را بر می‌گرداند - ``()keys`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#dict.keys>`__] تمام کلیدهای موجود در شی را بر می‌گرداند::
+
+    >>> d = {1:'One', 2:'Two', 3:'Three'}
+
+    >>> d.items()
+    dict_items([(1, 'One'), (2, 'Two'), (3, 'Three')])
+
+    >>> d.values()
+    dict_values(['One', 'Two', 'Three'])
+
+    >>> d.keys()
+    dict_keys([1, 2, 3])
+
+
+* ``()clear`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#dict.clear>`__] - تمام عضوهای یک شی دیکشنری را حذف می‌کند::
+
+    >>> d = {1:'One', 2:'Two', 3:'Three'}
+
+    >>> d.clear()
+    >>> d
+    {}
+
+* ``()copy`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#dict.copy>`__] - این متد یک کپی سطحی از شی برمی‌گرداند::
+
+    >>> d1 = {'name':'Bob'}
+
+    >>> d2 = d1.copy()
+
+    >>> d1 is d2
+    False
+
+* ``(fromkeys(seq`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#dict.fromkeys>`__] - یک دنباله از کلیدها را دریافت و یک شی جدید دیکشنری با استفاده از آن‌ها ایجاد می‌کند؛ البته کلیدهای این شی فاقد مقدار هستند که می‌بایست در زمانی دیگر به آن‌ها مقدار داد::
+
+    >>> k = (1, 2, 3)   # or k=[1, 2, 3]  or  k='123' 
+
+    >>> dict.fromkeys(k)
+    {1: None, 2: None, 3: None}
+
+
+  توجه داشته باشید که این متد توسط خود کلاس ``dict`` فراخوانی می‌شود.
+
+  این متد یک آرگومان اختیاری نیز دارد که توسط آن می‌توان یک شی را به عنوان «مقدار» پیش‌فرض کلید‌ها تعیین نمود::
+
+      >>> k = (1, 2, 3)
+
+      >>> dict.fromkeys(k, '-*-')
+      {1: '-*-', 2: '-*-', 3: '-*-'}
+
+* ``(pop(key`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#dict.pop>`__] - عضو دارنده کلید ``key`` را حذف و مقدار آن را برمی‌گرداند. چنانچه عضوی با این کلید یافت نشود شی پیش‌فرض تعیین شده (آرگومان دوم که اختیاری است) را برمی‌گرداند و اگر این آرگومان ارسال نشده باشد یک خطا گزارش می‌دهد::
+
+    >>> d = {1:'One', 2:'Two', 3:'Three'}
+
+    >>> d.pop(2)
+    'Two'
+    >>> d
+    {1: 'One', 3: 'Three'}
+
+    >>> d.pop(2)
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+    KeyError: 2
+
+    >>> d.pop(2, 'Oops!')
+    'Oops!'
+
+
+  از این متد می‌توان برای تغییر راحت‌تر کلیدها استفاده کرد!::
+
+      >>> d = {'name': 'Jhon', 'job': 'unemployed', 'age': 40}
+
+      >>> d['occupation'] = d.pop('job')
+
+      >>> d
+      {'name': 'Jhon', 'age': 40, 'occupation': 'unemployed'}
+
+  متد مشابه دیگری نیز با نام ``()popitem`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#dict.popitem>`__] - که بدون آرگومان است - در دسترس می‌باشد؛ این متد در هر فراخوانی یک عضو از شی مورد نظر را به صورت دلخواه حذف و به شکل توپِل (key, value) برمی‌گرداند و چنانچه دیکشنری خالی باشد یک خطا ``KeyError`` گزارش می‌دهد::
+
+    >>> d = {1:'One', 2:'Two', 3:'Three'}
+
+    >>> d.popitem()
+    (1, 'One')
+    
+* ``(get(key`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#dict.get>`__] - مقدار مربوط به کلید ``key`` را برمی‌گرداند. چنانچه درون شی مورد نظر هیچ عضوی با این کلید وجود نداشته باشد شی پیش‌فرض تعیین شده (آرگومان دوم که اختیاری است) را برمی‌گرداند و اگر این آرگومان ارسال نشده باشد هیچ خطایی گزارش **نمی‌دهد**::
+
+    >>> d = {1:'One', 2:'Two', 3:'Three'}
+
+    >>> d.get(1)
+    'One'
+
+    >>> d.get(0)
+    >>> 
+
+    >>> d.get(0, False)
+    False
+
+
+* ``(setdefault(key`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#dict.setdefault>`__] - مقدار مربوط به کلید ``key`` را برمی‌گرداند. چنانچه عضوی با این کلید درون شی مورد نظر وجود نداشته باشد، کلید را به همراه  مقدار پیش‌فرض تعیین شده (آرگومان دوم که اختیاری است) درون شی اضافه می‌کند و خود این مقدار را برمی‌گرداند؛ اگر آرگومان دوم ارسال نشده باشد به صورت پیش‌فرض مقدار ``None`` در نظر گرفته خواهد شد::
+
+    >>> d = {1:'One', 2:'Two', 3:'Three'}
+
+    >>> d.setdefault(1)
+    'One'
+    >>> d
+    {1: 'One', 2: 'Two', 3: 'Three'}
+
+    >>> d.setdefault(5)
+    >>> d
+    {1: 'One', 2: 'Two', 3: 'Three', 5: None}
+
+    >>> d.setdefault(7, 'Seven')
+    'Seven'
+    >>> d
+    {1: 'One', 2: 'Two', 3: 'Three', 5: None, 7: 'Seven'}
+
+
+
+* ``()update`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#dict.update>`__] - یک شی دیکشنری دیگر را به عنوان آرگومان می‌گیرد و عضوهای شی مورد نظر را بر اساس آن تغییر می‌دهد::
+
+    >>> d = {1:'One', 2:'Two', 3:'Three'}
+
+    >>> d2 = {5:'Five', 6:'Six'}
+    >>> d.update(d2)
+    >>> d
+    {1: 'One', 2: 'Two', 3: 'Three', 5: 'Five', 6: 'Six'}
+
+    >>> d3 = {1:'0001'}
+    >>> d.update(d3)
+    >>> d
+    {1: '0001', 2: 'Two', 3: 'Three', 5: 'Five', 6: 'Six'}
+
+
+
+
+.. _python-set: 
+
+    
+مجموعه
+--------
+
+«**مجموعه**» (Set) از انواع «بدون ترتیب» (Unordered) و «تغییر پذیر» (Mutable) پایتون است که برابر مفهوم مجموعه در ریاضیات می‌باشد. **هر عضو مجموعه می‌بایست یکتا و یکی از انواع «تغییر ناپذیر» باشد**. نوع مجموعه یا ``set`` را می‌توان با استفاده از کلاس ``()set`` [`اسناد پایتون <https://docs.python.org/3/library/functions.html#func-set>`__]  یا تنها با استفاده از نماد آکولاد ``{ }`` ایجاد کرد::
+
+
+    >>> L = [1, 2, 3, 4, 5]
+
+    >>> s = set(L)
+
+    >>> type(s)
+    <class 'set'>
+
+    >>> s
+    {1, 2, 3, 4, 5}
+
+    >>> print(s)
+    {1, 2, 3, 4, 5}
+
+::
+
+    >>> s = {1, 2, 3, 4, 5}
+
+    >>> type(s)
+    <class 'set'>
+
+    >>> s
+    {1, 2, 3, 4, 5}
+
+هیچ سینتکس خاصی برای ایجاد یا بیان یک شی خالی از نوع مجموعه وجود ندارد و تنها می‌بایست از کلاس ``()set`` - بدون آرگومان - استفاده کرد. توجه داشته باشید که ``{}`` بیانگر یک شی دیکشنری خالی است و نه یک مجموعه خالی::
+
+    >>> a = {} 
+    >>> type(a)
+    <class 'dict'>
+
+    >>> b = set()
+    >>> type(b)
+    <class 'set'>
+
+    >>> b
+    set()
+
+
+از تابع ``()len`` می‌توان برای به دست آوردن تعداد عضوهای یک شی مجموعه نیز استفاده کرد::
+
+    >>> s = {1, 2, 3, 4, 5}
+    >>> len(s)
+    5
+
+
+.. _python-set-operators: 
+
+عملگرها برای مجموعه
+~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+تعدادی از عملگرها هستند که برای اشیا مجموعه تعریف خاصی پیدا می‌کنند؛ در حالی که در مورد اشیا دیگر چنین رفتاری ندارند. این عملگرها در واقع پیاده‌سازی تعریف مشخصی در مفهوم ریاضی مجموعه‌ها هستند:
+
+* ``|`` اجتماع (Union): مانند ``A | B`` که حاصل آن مجموعه‌ای می‌باشد که تمام عضوهای مجموعه ``A`` و مجموعه ``B`` را داشته باشد و هیچ عضو اضافه دیگری نداشته باشد::
+
+    >>> A = {'u', 'v', 'w', 'x', 'y', 'z'}
+    >>> B = {'q', 'r', 's', 't', 'u', 'v', 'w'}
+
+    >>> A | B
+    {'y', 's', 'x', 'u', 'r', 'z', 't', 'w', 'v', 'q'}
+
+* ``&`` اشتراک (Intersection): مانند ``A & B`` که حاصل آن مجموعه‌ای می‌باشد که تنها شامل عضوهایی است که هم در مجموعه ``A`` هستند و هم در مجموعه ``B``::
+
+    >>> A & B
+    {'v', 'u', 'w'}
+
+
+* ``-`` تفاضل (Difference): مانند ``A - B`` که حاصل آن مجموعه‌ای می‌باشد که تنها شامل عضوهایی از مجموعه ``A`` است كه در مجموعه ``B`` نيستند::
+
+    >>> A - B
+    {'y', 'z', 'x'}
+
+
+* ``^`` تفاضل متقارن (Symmetric difference): مانند ``A ^ B`` که حاصل آن مجموعه‌ای می‌باشد که برابر اجتماع ِ تفاضل ``A`` از ``B`` و تفاضل ``B`` از ``A`` می‌باشد یعنی: ``(A-B) | (B-A)``::
+
+    >>> A ^ B
+    {'y', 'z', 's', 'q', 'x', 'r', 't'}
+
+  ::
+
+      >>> (A-B) | (B-A)
+      {'y', 'r', 'z', 't', 's', 'x', 'q'}
+
+
+  تفاضل متقارن را می‌توان به صورت پایین نیز تعریف کرد::
+
+      >>> (A|B) - (B&A)
+      {'y', 'x', 'r', 'z', 't', 's', 'q'}
+
+* ``>`` زیرمجموعه (Subset): مانند ``A < B`` که اگر مجموعه ``A`` زیرمجموعه‌ای از مجموعه ``B`` باشد مقدار ``True`` را برمی‌گرداند. در مقابل عملگر ``<`` قرار دارد که برای مثال در عبارت  ``A > B`` اگر مجموعه ``A`` یک Superset برای مجموعه ``B`` باشد مقدار ``True`` را برمی‌گرداند::
+
+    >>> A = {1, 2, 3, 4, 5}
+    >>> B = {1, 2, 3}
+
+    >>> A < B
+    False
+
+    >>> A > B
+    True
+
+برخی از عملگرهای عمومی نیز برای اشیا مجموعه قابل استفاده هستند::
+
+    >>> A = {'a', 'b', 'c'}
+
+    >>> 'a' in A
+    True
+    >>> 'c' not in A
+    False
+
+::
+
+    >>> A = {1, 2, 3, 4, 5}
+    >>> B = {1, 2, 3}
+
+    >>> A == B
+    False
+
+    >>> C = A
+
+    >>> A == C
+    True
+
+    >>> A is C
+    True
+
+
+.. _python-set-methods:
+
+برخی از متدهای کاربردی یک شی مجموعه
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+
+* ``()union`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#set.union>`__] - تعدادی شی مجموعه را دریافت می‌کند و یک مجموعه جدید که برابر اجتماع شی مورد نظر با آن‌ها است را برمی‌گرداند::
+
+    >>> A = {'a', 'b', 'c'}
+    >>> B = {1, 2, 3}
+
+    >>> {'t', 1, 'a'}.union(A, B)
+    {'a', 1, 2, 3, 't', 'b', 'c'}
+
+    >>> {'t', 1, 'a'} | A | B
+    {1, 2, 3, 'b', 't', 'a', 'c'}
+
+  به صورت مشابه می‌توان از متدهای ``()intersection`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#set.intersection>`__] برای اشتراک، ``()difference`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#set.difference>`__] برای تفاضل، ``()symmetric_difference`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#set.symmetric_difference>`__] - که تک آرگومانی است - برای تفاضل متقارن، ``()issubset`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#set.issubset>`__] و ``()issuperset`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#set.issuperset>`__] - که هر دو تک آرگومانی هستند - برای بررسی زیرمجموعه یا Superset بودن استفاده کرد.
+
+
+
+* ``()clear`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#set.clear>`__] - تمام عضوهای یک شی مجموعه را حذف می‌کند::
+
+    >>> A = {'a', 'b', 'c'}
+
+    >>> A.clear()
+    >>> A
+    set()
+
+* ``(add(x`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#set.add>`__] - شی تغییر ناپذیر ``x`` را در صورتی که از قبل درون شی مجموعه مورد نظر وجود نداشته باشد به آن اضافه می‌کند::
+
+     >>> A = {'a', 'b', 'c'}
+
+     >>> A.add(1)
+     >>> A
+     {'a', 'c', 1, 'b'}
+
+* ``(remove(x`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#set.remove>`__] - عضو ``x`` را از شی مجموعه مورد نظر حذف می‌کند. در صورتی که ``x`` درون مجموعه وجود نداشته باشد یک خطا گزارش می‌دهد::
+
+    >>> A = {'a', 'b', 'c', 1}
+
+    >>> A.remove(1)
+    >>> A
+    {'c', 'a', 'b'}
+
+    >>> A.remove(1)
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+    KeyError: 1
+
+
+  متد مشابه دیگری نیز با الگو ``(discard(x`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#set.discard>`__] وجود دارد که این متد چنانچه ``x`` وجود داشته باشد آن را حذف می‌کند؛ بنابرین در صورت نبودن ``x`` خطایی گزارش نمی‌گردد::
+
+      >>> A = {'c', 'a', 'b'}
+
+      >>> A.discard(1)
+      >>> A
+      {'b', 'a', 'c'}
+
+
+
+* ``()pop`` [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#set.pop>`__] - این متد آرگومانی ندارد و به صورت دلخواه یک عضو از مجموعه را حذف و به عنوان خروجی برمی‌گرداند. در مواردی که مجموعه خالی باشد یک خطا گزارش می گردد::
+
+    >>> A = {'a', 'b', 'c'}
+
+    >>> A.pop()
+    'a'
+
+  ::
+
+      >>> A.pop()
+      Traceback (most recent call last):
+        File "<stdin>", line 1, in <module>
+      KeyError: 'pop from an empty set'
+
+
+.. _python-frozenset:
+
+frozenset
+~~~~~~~~~~~~~
+
+همانطور که پیش از این بیان شد مجموعه یک شی «تغییر پذیر» است با عضوهای «تغییر ناپذیر» و به دلیل همین تغییر پذیری است که می‌توانیم به سادگی توسط متدهایش، عضوی به آن افزوده یا حذف نماییم. **”frozenset“** یک نوع جدید مجموعه است. همانگونه که می‌توانیم یک شی توپِل را معادل یک شی لیست تغییر ناپذیر تصویر کنیم؛ frozenset را نیز می‌توان **یک شی مجموعه تغییر ناپذیر** تصور کرد. نوع ``frozenset`` همان نوع ``set`` است، با تمام ویژگی‌های آن به غیر از تغییر پذیری که با استفاده از کلاس ``()frozenset`` ایجاد می‌گردد:
+
+::
+
+    >>> L =[1, 2, 3]
+
+    >>> A = frozenset(L)
+
+    >>> type(A)
+    <class 'frozenset'>
+
+    >>> A
+    frozenset({1, 2, 3})
+
+با استفاده از تابع ``()dir`` می‌توان متوجه متدهای در دسترس شی ``frozenset`` شد::
+
+    >>> dir(frozenset)    # Python 3.x
+    ['__and__', '__class__', '__contains__', '__delattr__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__gt__', '__hash__', '__init__', '__iter__', '__le__', '__len__', '__lt__', '__ne__', '__new__', '__or__', '__rand__', '__reduce__', '__reduce_ex__', '__repr__', '__ror__', '__rsub__', '__rxor__', '__setattr__', '__sizeof__', '__str__', '__sub__', '__subclasshook__', '__xor__', 'copy', 'difference', 'intersection', 'isdisjoint', 'issubset', 'issuperset', 'symmetric_difference', 'union']
+
+
+.. _python-type-categories:
+
+دسته‌بندی
+-----------
+
+اکنون با انواع داده و نیز ساختمان‌های داده متداول در پایتون آشنا شده‌اید. در این بخش به منظور جمع‌بندی، به دسته‌بندی این اشیا خواهیم پرداخت:
+
+
+* انواع عددی (Numeric Types):
+
+  .. code-block:: html
+    :linenos:
+    
+    - int
+    - float
+    - complex
+    - Decimal
+    - Fraction
+    - bool
+
+* انواع متنی (Text Types):
+
+  .. code-block:: html
+    :linenos:
+    
+    - str
+
+* انواع باینری (Binary Types):
+
+  .. code-block:: html
+    :linenos:
+    
+    - bytes
+    - bytearray
+
+* انواع دنباله (Sequence Types):
+
+  .. code-block:: html
+    :linenos:
+    
+    - str
+    - bytes
+    - bytearray
+    - tuple
+    - list
+
+* انواع تغییرناپذیر (Immutable Types):
+
+  .. code-block:: html
+    :linenos:
+    
+    - int
+    - float
+    - complex
+    - Decimal
+    - Fraction
+    - bool
+    - str
+    - bytes
+    - tuple
+    - frozenset
+
+ 
+* انواع تغییرپذیر (Mutable Types):
+
+  .. code-block:: html
+    :linenos:
+    
+    - bytearray
+    - list
+    - dict
+    - set
+
+* انواع نگاشت (Mapping Types):
+
+  .. code-block:: html
+    :linenos:
+    
+    - dict
+
+* انواع مجموعه (Set Types):
+
+  .. code-block:: html
+    :linenos:
+    
+    - set
+    - frozenset
+
+
+* برخی دیگر:
+
+  .. code-block:: html
+    :linenos:
+    
+    - zip
+    - NoneType
+
+
+|
+
+----
+
+:emoji-size:`😊` امیدوارم مفید بوده باشه
+
+
diff --git a/source/lessons/l09-control-flow-statements-in-python.rst b/source/lessons/l09-control-flow-statements-in-python.rst
index a2df69b..70fb2e4 100644
--- a/source/lessons/l09-control-flow-statements-in-python.rst
+++ b/source/lessons/l09-control-flow-statements-in-python.rst
@@ -1,1027 +1,1027 @@
-.. role:: emoji-size
-
-.. meta::
-   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس نهم: دستورهای کنترلی در پایتون
-   :keywords: آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون، حلقه تکرار در پایتون، for، while و match/case در پایتون، دستورهای انتخاب در پایتون، دستور if/elif/else در پایتون، شی iterator در پایتون
-
-
-.. _lesson-09: 
-
-
-درس ۰۹: دستورهای کنترلی در پایتون
-==================================
-
-.. figure:: /_static/pages/09-python-if-else-for-while.jpg
-    :align: center
-    :alt: درس نهم: دستورهای کنترلی در پایتون
-    :class: page-image
-
-    Photo by `Lynda Sanchez <https://unsplash.com/photos/GCbGxU4mBu0>`__
-  
-
-
-در حالت عادی جریان اجرای یک برنامه روند ثابتی دارد به این شکل که کدها سطر به سطر، از بالا به پایین خوانده و اجرا می‌شوند؛ دستورهای کنترلی امکانی برای کنترل یا تغییر این جریان ثابت است. با استفاده از این دستورها می‌توان برای اجرای یک بلاک شرط تعیین کرد که اگر در زمان اجرا این شرط برقرار نباشد از اجرای بلاک صرف نظر خواهد شد یا می‌توان شرایطی را به وجود آورد که اجرای یک بلاک را از میان چندین بلاک مشخص انتخاب گردد و همچنین می‌توان اجرای یک بلاک را چندین بار تکرار کرد.
-
-این درس به بررسی دستورهای کنترلی پایتون در دو بخش «انتخاب» و «تکرار» اختصاص یافته است. در انتها نیز بنابر ضرورت به معرفی اشیای iterator در پایتون پرداخته شده است.
-
-
-
-:emoji-size:`✔` سطح: مقدماتی
-
-----
-
-.. contents:: سرفصل‌ها
-    :depth: 2
-
-----
-
-
-.. _python-selection: 
-
-انتخاب
---------
-
-با استفاده از دستور انتخاب می‌توان بر حسب شرایط برنامه در زمان اجرا تعیین کرد که آیا یک بلاک دستور اجرا شود یا خیر و همچنین از بین دو یا چند بلاک دستور کدام یک انتخاب و اجرا گردد. رایج‌ترین دستور انتخاب در پایتون ``if`` است که می‌تواند به سه شکل «تک انتخابی»، «دو انتخابی» و «چند انتخابی» پیاده‌سازی گردد.  این ساختار در ادامه بررسی خواهد شد.
-
-
-.. _python-if: 
-
-دستور if
-~~~~~~~~~~
-
-.. rubric:: ۱. ساختار ساده (تک انتخابی)
-
-این ساختار یک دستور مرکب است که در سرآیند آن یک «شرط» (Condition) بررسی می‌گردد و تنها در صورتی که این شرط برقرار باشد بدنه اجرا خواهد گشت؛ در غیر این صورت مفسر از اجرای دستور(های) بدنه صرف نظر کرده و به سراغ نخستین دستور بعد از این ساختار می‌رود. این ساختار با استفاده از کلمه کلیدی ``if`` و الگویی مشابه پایین پیاده‌سازی می‌گردد:
-
-.. code-block:: html
-
-    if condition :
-        StatementBlock
-
-منظور از **شرط** عبارتی است که می‌توان آن را به یکی از مقدار‌های بولی (``True`` یا ``False``) ارزیابی نمود؛ در اینجا اگر شرط برابر ``True`` ارزیابی گردد بخش بدنه دستور ``if`` اجرا می‌گردد. به نمونه کدهای پایین توجه نمایید::
-
-    >>> a = 5
-    >>> b = 3
-
-::
-
-    >>> if a > b:
-    ...     print("a is greater than b")
-    ... 
-    a is greater than b
-    >>>
-
-::
-
-    >>> if a == b:
-    ...     print("a is equal to b")
-    ... 
-    >>> 
-
-*در نمونه کد بالا شرط برابر False ارزیابی شده و از اجرای بدنه خودداری شده است؛ بنابراین هیچ متنی در خروجی چاپ نشده است.*
-
-::
-
-    >>> if a > b and a >= 0:
-    ...     print("a is positive and greater than b")
-    ... 
-    a is positive and greater than b
-    >>> 
-
-
-*همانطور که در نمونه کد بالا نیز مشاهده می‌شود می‌توان از عملگرهای منطقی (not ،or ،and) برای بررسی برقرار بودن (یا نبودن) همزمان چندین شرط بهره گرفت.*
-
-می‌دانیم که: عدد یک و تمام اعداد مخالف صفر در پایتون برابر مقدار بولی ``True`` و عدد صفر، اشیا خالی به مانند ``""`` یا ``[]`` برابر مقدار ``False`` ارزیابی می‌شوند::
-
-    >>> if 1:
-    ...     print("Condition is True")
-    ... 
-    Condition is True
-    >>> 
-
-::
-
-    >>> if []:
-    ...     print("Condition is True")
-    ... 
-    >>> 
-
-::
-
-    >>> a = False
-
-    >>> if not a:
-    ...     print("Condition is True")
-    ... 
-    Condition is True
-    >>> 
-
-می‌توان از ساختار ``if`` به شکل تودرتو (Nested) نیز بهره برد. در این حالت بدنه دستور ``if`` حاوی یک یا چند دستور ``if`` دیگر می‌شود که البته آن‌ها نیز می‌توانند حاوی دستور‌های ``if`` دیگری در بدنه خود باشند::
-
-    >>> d = {'name': 'Jhon', 'job': 'programmer', 'age': 40}
-
-    >>> if d['age'] >= 40:
-    ...     if d['job'] == 'programmer':
-    ...         print(d['name'])
-    ... 
-    Jhon
-    >>>
-
-به مثال دیگری با استفاده از walrus operator (عملگر شیرماهی - درس ششم) و f-string (درس هفتم) توجه نمایید::
-
-    >>> # Python >= 3.8
-    >>> a_list = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]
-    >>> if (n := len(a_list)) > 5: 
-    ...     print(f"List is too long ({n} elements, expected <= 5)")
-    ... 
-    List is too long (10 elements, expected <= 5)
-
-
-.. rubric:: ۲. ساختار همراه با ``else`` (دو انتخابی)
-
-با استفاده از کلمه‌ کلیدی ``else`` می‌توان بلاکی را برای اجرا در حالتی که شرط برقرار **نیست** - زمانی که شرط ``if`` برابر مقدار بولی ``False`` ارزیابی می‌گردد - تعیین کرد. ``else`` یک بخش جدا است که سرآیند و بدنه مخصوص به خود را دارد؛ این سرآیند می‌بایست فاقد هر گونه شرطی باشد::
-
-    >>> a = False
-
-    >>> if a:
-    ...     print("Condition is True")
-    ... else:
-    ...     print("Condition is False")
-    ... 
-    Condition is False
-    >>>
-
-::
-
-    >>> a = 7
-
-    >>> if a in [1, 2, 3]:
-    ...     print("a is in list")
-    ... else:
-    ...     print("a is not in list")
-    ... 
-    a is not in list
-    >>>
-
-::
-
-    >>> d = {'name': 'Bob', 'job': 'designer', 'age': 45}
-
-    >>> if d['age'] >= 40:
-    ...     if d['job'] == 'programmer':
-    ...         print(d['name'])
-    ...     else:
-    ...         print(d['name'], d['job'])  # Will be executed
-    ... else:
-    ...     if d['age'] >= 35:
-    ...         print(d['name'], 'Between 35 and 40 years old')
-    ...     else:
-    ...         print(d['name'], 'Less than 35 years old')
-    ... 
-    Bob designer
-    >>>
-
-.. rubric:: ۳. ساختار همراه با ``elif`` (چند انتخابی)
-
-دستور ``if`` را می‌توان گسترش داد و بخش‌های بیشتری را با شرط‌های گوناگون ایجاد نمود؛ به این صورت که ابتدا شرط بخش ``if`` بررسی می‌گردد و چنانچه برابر ``True`` ارزیابی **نگردد**، شرط مربوط به نختسین بخش ``elif`` بررسی می‌گردد که اگر باز هم برابر ``True`` **نشود** شرط بخش ``elif`` بعدی بررسی خواهد شد و به همین صورت ادامه می‌یابد؛ در انتها نیز اگر هیچ کدام از شرط‌ها (``if`` و ``elif``) برابر ``True`` **نشوند** آنگاه بدنه مربوط به بخش ``else`` (در صورت وجود) اجرا می‌گردد. الگوی این ساختار مانند پایین است:
-
-.. code-block:: html
-
-    if condition_1:
-        statements
-    elif condition_2:
-        statements
-    elif condition_3:
-        statements
-    else:
-        statements
-
-
-* هر ``elif`` یک بخش جدا است که سرآیند و بدنه مخصوص به خود را دارد.
-* تعداد بخش‌های ``elif`` اختیاری است و محدودیتی در آن وجود ندارد.
-* بخش ``elif`` نمی‌تواند قبل از ``if`` یا بعد از ``else`` قرار بگیرد.
-* در این ساختار نیز وجود بخش ``else`` اختیاری است.
-
-
-در این ساختار بخش‌ها به ترتیب از بالا به پایین بررسی می‌شوند و با ``True`` ارزیابی شدن شرط هر بخش، بدنه مربوط به آن اجرا و از بررسی دیگر بخش‌ها صرف نظر می‌گردد. به نمونه کد پایین توجه نمایید::
-
-    >>> percent = 60
-
-    >>> if percent == 100:
-    ...    print('100 %')
-    ... elif percent >= 75:
-    ...    print('75-100 %')
-    ... elif percent >= 50:
-    ...    print('50-75 %')
-    ... elif percent >= 25:
-    ...    print('25-50 %')
-    ... else:
-    ...    print('less than 25 %')
-    ... 
-    50-75 %
-    >>> 
-
-اگر بخواهیم نمونه کد بالا را با استفاده از ``if`` های تودرتو پیاده‌سازی نماییم به شکل پایین خواهد شد::
-
-    >>> percent = 60
-
-    >>> if percent == 100:
-    ...     print('100 %')
-    ... else:
-    ...     if percent >= 75:
-    ...         print('75-100 %')
-    ...     else:
-    ...         if percent >= 50:
-    ...             print('50-75 %')
-    ...         else:
-    ...             if percent >= 25:
-    ...                 print('25-50 %')
-    ...             else:
-    ...                 print('less than 25 %')
-    ... 
-    50-75 %
-    >>> 
-
-چنانچه قصد دارید تمام شرط‌های مورد نظر بررسی شوند می‌توانید از چند دستور ``if`` به شکل متوالی استفاده نمایید:
-
-    
-.. code-block:: python
-    :linenos:
-    
-    # File: Documents/script.py
-    # Python 3.x
-
-    import sys
-    
-    # Get script argument and convert it to an integer
-    percent = int(sys.argv[1])
-    
-    if percent == 100:
-        print('100 %')
-    if percent >= 75:
-        print('75-100 %')
-    if percent >= 50:
-        print('50-75 %')
-    if percent >= 25:
-        print('25-50 %')
-    if percent < 25:
-        print('less than 25 %')
-
-::
-
-    user> cd Documents/
-
-    user> python script.py 60
-    50-75 %
-    25-50 %
-
-
-.. _python-match-case: 
-
-دستور match/case
-~~~~~~~~~~~~~~~~~~~~
-
-در صورتی که سابقه برنامه‌نویسی با زبان‌های دیگری همچون C و Java را داشته باشید حتما با دستور switch نیز آشنا هستید؛ تا پیش **از نسخه 3.10 پایتون** این دستور در زبان پایتون پیاده‌سازی نشده بود و تنها می‌توانستیم از ساختار ``if/elif/else`` استفاده نماییم. ولی اکنون پایتون از ساختار مشابهی به نام ``match/case`` پشتیبانی می‌کند که ساختاری برابر زیر دارد (برای مطالعه بیشتر: [`PEP 634 <https://peps.python.org/pep-0634/>`__] و [`PEP 635 <https://peps.python.org/pep-0635/>`__] و [`PEP 636 <https://peps.python.org/pep-0636/>`__])::
-
-
-  match value:
-    case matching_rule_1: statement_1
-    case matching_rule_2: statement_2
-    case matching_rule_3: statement_3
-    .
-    .
-    .
-
-این دستور یک مقدار را دریافت می‌کند و با الگوهای درج شده توسط ``case`` مطابقت می‌دهد (از بالا به پایین) و با نخستین عمل انطباق موفق، دستورهای مرتبط با آن را اجرا کرده و سپس پایان می‌یابد.
-
-خواهید دید که این دستور بسیار منعطف بوده و پیشرفته‌تر از دستور ``switch`` سنتی است. با یک مثال ساده شروع می‌کنیم::
-
-  
-  >>> list = [4, 5, 6, 0, 2, 1, 3]
-  >>>
-  >>> first_num = list[0]
-  >>>
-  >>> match first_num:
-  ...     case 0: print('Zero')
-  ...     case 1: print('One')
-  ...     case 2: print('Two')
-  ...     case 3: print('Three')
-  ...     case 4: print('Four')
-  ...     case 5: print('Five')
-  ...     case 6: print('Six')
-  ...
-  Four
-  >>>
-
-در مثال بالا مقدار حروفی مربوط به عدد اندیس صفر از شی list چاپ خواهد شد. 
-
-مثالی دیگر، تشخیص زوج بودن یک عدد::
-
-
-  >>> list = [4, 5, 6, 0, 2, 1, 3]
-  >>>
-  >>> first_num = list[0]
-  >>> 
-  >>> match first_num % 2:
-  ...     case 0:
-  ...         print('The number is even')
-  ...     case 1:
-  ...         print('The number is odd')
-  ...
-  The number is even
-
-هدف اصلی از ایجاد دستور ``match/case`` در پایتون، ساده‌سازی و افزایش خوانایی کد در زمان استفاده از دستور ``if/elif/else`` است.
-
-
-هر بخش ``case`` می‌تواند بیش از یک انطباق را بررسی کند. برای این منظور می‌توان از کاراکتر ``|`` برای جداسازی الگوها استفاده نمود::
-
-  >>> list = [4, 5, 6, 0, 2, 1, 3]
-  >>>
-  >>> first_num = list[0]
-  >>> 
-  >>> match first_num:
-  ...     case 0 | 2 | 4 | 6 | 8:
-  ...         print('The number is even')
-  ...     case 1 | 3 | 5 | 7 | 9:
-  ...         print('The number is odd')
-  ...
-  The number is even
-
-همچنین می‌توان یک ``case`` پیش‌فرض نیز برای این ساختار در نظر گرفت، برای پردازش مقدار در زمانی که با هیچ یک از الگوهای موجود تطابق پیدا نکرد. برای درج ``case`` پیش‌فرض از الگو ``_``  استفاده می‌گردد. این الگو در ساختار ``match/case`` با هر مقداری تظابق داده می‌شود و میبایست برای جلوگیری از خطاهای منطقی، حتما به عنوان آخرین  ``case`` قرار داده شود::
-
-
-  >>> list = [1, 2, 3, 'A', 'A', 'AAA']
-  >>> first_num = list[-1]
-  >>> match first_num:
-  ...     case 0 | 2 | 4 | 6 | 8:
-  ...         print('The number is even')
-  ...     case 1 | 3 | 5 | 7 | 9:
-  ...         print('The number is odd')
-  ...     case _:
-  ...         print("The received value is not a number")
-  ...
-  The received value is not a number
-
-در بخش ``case`` حتی می‌توان از دستور ``if`` نیز استفاده نمود::
-
-  >>> list = [4, -5, 6, 0, 2, -1, 3]
-  >>>
-  >>> num = list[0]
-  >>> 
-  >>> match num:
-  ...     case num if num < 0:
-  ...         print('The number is negative')
-  ...     case num if num == 0:
-  ...         print('The number is zero')
-  ...     case num if num > 0:
-  ...         print('The number is positive')
-  ...
-  The number is positive
-
-به این نگارش یا سینتکس از دستور ``if`` در جامعه پایتون، تکنیک ``guard`` گفته می‌شود. در این ساختار متغیری که در پشت ``if``  قرار می‌گیرد، همان مقدار دریافتی است. این متغیر می‌تواند هر نامی داشته باشد ولی حتما می‌بایست با متغیر درون دستور ``if``  همنام باشد (در مثال بالا برای جلوگیری از ابهام، همنام با خود مقدار دریافتی در نظر گرفته شده است). در این شرایط چنانچه ارزیابی دستور ``if``  برابر مقدار ``True``  باشد، دستورهای ``case``  آن اجرا می‌گردد و در غیر اینصورت الگوی ``case``  بعدی مورد پردازش قرار خواهد گرفت.
-
-
-.. _python-repetition: 
-
-تکرار
--------
-
-گاهی نیاز پیدا می‌کنیم که بلاکی را چندین بار پشت سرهم اجرا نماییم. به ساختار تکرار، «حلقه» (Loop) گفته می‌شود؛ در ادامه به بررسی ساختار دو حلقه ارایه شده در زبان پایتون خواهیم پرداخت.
-
-
-.. _python-while: 
-
-دستور while
-~~~~~~~~~~~~~
-
-این دستور مرکب یک حلقه تکرار است که یک شرط را در سرآیند خود بررسی می‌کند و چنانچه شرط برابر مقدار ``True`` ارزیابی شود، دستورهای بدنه را اجرا می‌کند؛ مفسر پس از اتمام اجرای بدنه دوباره به سرآیند برگشته و شرط را بررسی می‌کند که اگر شرط هنوز هم برقرار باشد از نو دستورهای بدنه اجرا می‌گردند. در حالت عادی روند تکرار اجرای بدنه تا زمانی که شرط سرآیند برابر ``True`` ارزیابی گردد ادامه خواهد یافت. الگوی این دستور به مانند پایین است:
-
-.. code-block:: html
-
-    while condition :
-        statements
-
-شرط همواره می‌بایست از درون بدنه کنترل شود به گونه‌ای که در مرحله‌ خاصی برابر مقدار ``False`` ارزیابی گردد؛ در غیر این صورت یک حلقه بی‌نهایت ایجاد می‌شود که مفسر هیچگاه نمی‌تواند از اجرای آن خارج شود. برای نمونه اجرای دستور پایین هیچگاه توسط مفسر پایتون پایان نمی‌پذیرد و برای اتمام آن می‌بایست از سیستم عامل کمک گرفت::
-
-    >>> while 1:
-    ...     print('Press Ctrl+C to stop!')
-    ... 
-    Press Ctrl+C to stop!
-    Press Ctrl+C to stop!
-    Press Ctrl+C to stop!
-    [..]
-
-ولی در نمونه کد پایین مقدار متغیر a از درون بدنه کنترل و در هر بار اجرا یک واحد کاهش می‌یابد؛ بنابراین اجرای حلقه تنها تا زمانی که شرط نقض نشده باشد ادامه می‌یابد::
-
-    >>> a = 5
-
-    >>> while a > 0:
-    ...     print(a)
-    ...     a -= 1   # a = a - 1
-    ... 
-    5
-    4
-    3
-    2
-    1
-    >>> 
-
-در نمونه کد بالا بهتر می‌بود به جای عبارت ``a > 0`` تنها از خود متغیر ``a`` به عنوان شرط حلقه استفاده نماییم؛ چرا که در هر مرتبه اجرا یک واحد از آن کم می‌شود و با رسیدن به مقدار صفر به صورت خودکار توسط مفسر پایتون به مقدار ``False`` ارزیابی و تکرار اجرای بدنه حلقه متوقف می‌گردد.
-
-به عنوان نمونه‌ای دیگر،‌ فاکتوریل (`Factorial <https://en.wikipedia.org/wiki/Factorial>`_) عدد ۱۰ را می‌توان به صورت پایین محاسبه کرد::
-
-    >>> a = 10
-
-    >>> n = 1
-    >>> while a >= 1:
-    ...     n = n * a
-    ...     a -= 1
-    ... 
-    >>> print(n)
-    3628800
-
-
-.. rubric:: دستور ``continue``
-
-این دستور در هر نقطه از بخش بدنه که آورده شود، دستورهای بعد از آن نادیده گرفته می‌شوند و جریان اجرا به ابتدای حلقه یعنی بخش سرآیند پرش می‌کند. برای نمونه می‌خواهیم اعداد صحیح زوجی که کوچکتر از ۱۰ هستند را بر روی خروجی نمایش دهیم. در نمونه کد پایین برای اعداد فرد دستور ``continue`` از ادامه اجرا و نمایش آن‌ها جلوگیری می‌کند و جریان اجرا را به ابتدای حلقه پرش می‌دهد::
-
-    >>> n = 10
-
-    >>> while n:
-    ...     n -= 1
-    ...     if n % 2 != 0:
-    ...         continue
-    ...     print(n)
-    ... 
-    8
-    6
-    4
-    2
-    0
-    >>> 
-
-البته مثال بالا را بدون ``continue`` نیز می‌توان به انجام رساند::
-
-     >>> n = 10
-     >>> while n:
-     ...     n -= 1
-     ...     if n % 2 == 0:
-     ...         print(n)
-
-.. rubric:: دستور ``break``
-
-این دستور در هر نقطه از بخش بدنه که آورده شود، دستورهای بعد از آن نادیده گرفته می‌شوند و جریان اجرا از حلقه خارج می‌شود. در نمونه کد پایین با هر اجرای بدنه یک واحد به counter افزوده می‌شود و هرگاه مقدار آن برابر ۴ گردد، بدون توجه به شرط، اجرای حلقه متوقف می‌شود::
-
-    >>> counter = 0
-
-    >>> while counter < 100:
-    ...     if counter == 4:
-    ...         break
-    ...     print(counter)
-    ...     counter += 1
-    ... 
-    0
-    1
-    2
-    3
-    >>> 
-
-در ``while`` نیز می‌شود از بخش ``else`` استفاده نماییم؛ به این صورت که اگر حلقه به صورت طبیعی پایان پذیرد - و نه توسط دستور ``break`` - آنگاه بدنه ``else`` اجرا می‌گردد.
-
-نمونه کد پایین بررسی می‌کند که آیا عدد n یک «عدد اول» (`Prime number <https://en.wikipedia.org/wiki/Prime_number>`_) هست یا خیر؛ این اعداد بزرگتر از یک بوده و به جز خود و عدد یک بر هیچ عدد دیگری بخش پذیر نیستند. بنابراین اگر عددی کوچکتر از n (به جز یک) پیدا شود که بر آن بخشپذیر باشد (یعنی باقی مانده تقسیم بر آن صفر باشد) اول نبودن عدد n ثابت می‌شود و حلقه به کمک دستور ``break`` متوقف می‌گردد::
-
-    >>> n = 23
-
-::
-
-    >>> i = 2
-    >>> while i < n:
-    ...     if n % i == 0:
-    ...         print(n, "is not a prime number")
-    ...         break
-    ...     i += 1
-    ... else:
-    ...     print(n, "is a prime number")
-    ... 
-    23 is a prime number
-    >>> 
-
-
-.. _python-for:
-
-دستور for
-~~~~~~~~~~
-
-این دستور مرکب یک حلقه تکرار است که بر اساس تعداد عضوهای یک شی دنباله یا در حالت کلی‌تر یک شی تکرارکننده (iterator) - که در انتها بررسی خواهد شد - اجرای دستورهای بدنه را تکرار می‌کند. الگوی این دستور به شکل پایین است:
-
-.. code-block:: html
-    
-    for target in object:
-        statements
-
-هر حلقه ``for`` دقیقا به تعداد عضوهای شی object تکرار می‌گردد؛ هر بار یک عضو از دنباله (یا تکرارکننده) object با حفظ ترتیب اعضا به متغیر target انتساب داده می‌شود و یک مرتبه بدنه اجرا می‌گردد؛ این روند تا پایان پیمایش عضوهای object ادامه می‌یابد. از متغیر target می‌توان در داخل بدنه استفاده کرد که در مرتبه نخست اجرای حلقه به عضو یکم و با اجراهای بعدی به عضوهای بعدی از object اشاره خواهد داشت. به نمونه کدهای پایین توجه نمایید::
-
-    >>> for item in [1, 2, 3]:
-    ...     print(item)
-    ... 
-    1
-    2
-    3
-    >>>
-
-::
-
-    >>> for char in 'python':
-    ...     print(char)
-    ... 
-    p
-    y
-    t
-    h
-    o
-    n
-    >>> 
-
-::
-
-    >>> L = [(1, 2), (3,4), (5, 6)]
-
-    >>> for a, b in L:
-    ...     print(a, b)
-    ... 
-    1 2
-    3 4
-    5 6
-    >>>
-
-*در نمونه کد بالا، از آنجا که هر عضو دنباله خود یک دنباله دو عضوی است، بنابراین از دو متغیر برای اشاره به شی پیمایش استفاده شده است.*
-
-::
-
-    >>> L = [(1, 2), (3,4), (5, 6)]
-
-    >>> for both in L:
-    ...     a, b = both
-    ...     print(a, b)
-    ... 
-    1 2
-    3 4
-    5 6
-    >>>
-
-*در نمونه کد بالا، متغیر both در هر مرتبه تکرار به یک شی توپِل اشاره دارد.*
-
-::
-
-    >>> a, *b, c = (1, 2, 3, 4)
-    >>> a, b, c
-    (1, [2, 3], 4)
-
-    >>> for a, *b, c in [(1, 2, 3, 4), (5, 6, 7, 8)]:
-    ...     print(a, b, c)
-    ... 
-    1 [2, 3] 4
-    5 [6, 7] 8
-    >>>
-
-::
-
-    >>> d = {'name': 'Jhon', 'job': 'designer', 'age': 40}
-
-    >>> for key in d:
-    ...     print(key)
-    ... 
-    name
-    job
-    age
-    >>> 
-
-*در حالت عادی برای یک شی دیکشنری،‌ کلیدهای آن پیمایش می‌شوند.*
-
-::
-
-    >>> d = {'name': 'Jhon', 'job': 'designer', 'age': 40}
-
-    >>> d.items()
-    dict_items([('name', 'Jhon'), ('job', 'designer'), ('age', 40)])
-
-    >>> for key, value in d.items():
-    ...     print(key, value)
-    ... 
-    name Jhon
-    job designer
-    age 40
-    >>>
-
-
-.. note::
-    معمولا از حلقه ``for`` در مواقعی که تعداد تکرار مشخص باشد و از حلقه ``while`` زمانی که تعداد تکرار نامشخص است استفاده می‌شود.
-
-
-مانند حلقه ``while`` در اینجا نیز می‌توان از دستورهای ``continue`` و ``break`` استفاده کرد. همچنین حلقه ``for`` می‌تواند شامل بخش ``else`` باشد. 
-
-مثال تشخیص عدد اول در حلقه ``while`` را با استفاده از حلقه ``for`` بازنویسی می‌کنیم::
-
-    >>> n = 23
-
-    >>> for i in range(2, n):
-    ...     if n % i == 0:
-    ...         print(n, "is not a prime number")
-    ...         break
-    ... else:
-    ...     print(n, "is a prime number")
-    ... 
-    23 is a prime number
-    >>> 
-
-.. rubric:: تابع ``(range(stop``:
-
-این تابع [`اسناد پایتون <http://docs.python.org/3/library/functions.html#func-range>`__] یک شی از نوع ``range`` را برمی‌گرداند؛ این شی یک دنباله تغییر ناپذیر است که معمولا از آن برای پیمایش در حلقه ``for`` استفاده می‌شود. با تبدیل شی ``range`` به نوع لیست خواهیم دید که این شی یک دنباله مرتب از اعداد صفر تا آرگومان stop (و نه خود آن) است؛ آرگومان stop می‌بایست یک عدد صحیح مثبت باشد::
-
-    >>> r = range(10)
-
-    >>> type(r)
-    <class 'range'>
-
-    >>> r
-    range(10)
-
-    >>> print(r)
-    range(10)
-
-    >>> list(r)
-    [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]
-
-    >>> tuple(r)
-    (0, 1, 2, 3, 4, 5, 6, 7, 8, 9)
-
-    >>> import sys
-    >>> sys.getsizeof(r)
-    48
-
-
-
-این تابع را می‌توان به صورت دو آرگومانی (``(range(start, stop``) نیز فراخوانی نمود که آرگومان یکم عدد آغازین دنباله را تعیین می‌کند و می‌تواند یک عدد منفی نیز باشد::
-
-    >>> list(range(2, 10))
-    [2, 3, 4, 5, 6, 7, 8, 9]
-
-    >>> list(range(-2, 10))
-    [-2, -1, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9]
-
-در این حالت می‌توان از آرگومان سومی نیز برای تعیین گام یا فاصله بین اعداد بهره گرفت::
-
-    >>> list(range(2, 10, 2))
-    [2, 4, 6, 8]
-
-    >>> list(range(2, 10, 3))
-    [2, 5, 8]
-
-    >>> list(range(2, 10, 4))
-    [2, 6]
-
-* هر سه آرگومان می‌بایست از نوع صحیح باشند.
-* برای تعیین آرگومان stop منفی، می‌بایست آرگومان گام را نیز به شکل منفی تعیین نمود::
-
-    >>> list(range(2, -10, -1))
-    [2, 1, 0, -1, -2, -3, -4, -5, -6, -7, -8, -9]
-
-    >>> list(range(2, -10, -2))
-    [2, 0, -2, -4, -6, -8]
-
-  ::
-
-      >>> list(range(-2, -10, -1))
-      [-2, -3, -4, -5, -6, -7, -8, -9]
-
-      >>> list(range(-2, -10, -2))
-      [-2, -4, -6, -8]
-
-
-.. rubric:: چند مثال‌ ساده دیگر:
-
-::
-
-    >>> L = ['a', 'b', 'c', 'd']
-
-    >>> for i in range(len(L)):
-    ...     print(L[i])
-    ... 
-    a
-    b
-    c
-    d
-    >>>
-
-::
-
-    >>> s = 'pythonprogramminglanguage'
-
-    >>> for c in s[9:13]:
-    ...     print(c)
-    ... 
-    g
-    r
-    a
-    m
-    >>>
-
-::
-
-    >>> reven = range(0, 10, 2)
-    >>> list(reven)
-    [0, 2, 4, 6, 8]
-
-    >>> rodd = range(1, 10, 2)
-    >>> list(rodd)
-    [1, 3, 5, 7, 9]
-
-    >>> list(zip(reven, rodd))
-    [(0, 1), (2, 3), (4, 5), (6, 7), (8, 9)]
-
-    >>> L = []
-    >>> for a, b in zip(reven, rodd):
-    ...    L.append(a*b)
-    ... 
-    >>> L
-    [0, 6, 20, 42, 72]
-
-
-
-می‌توان نتایج حلقه ``for`` را مستقیم در یک شی لیست قرار داد؛ برای نمونه دستور پایین را در نظر بگیرید::
-
-    >>> L = []
-    >>> for x in range(5):
-    ...     L.append(x**2)
-    ... 
-    >>> L
-    [0, 1, 4, 9, 16]
-
-که می‌توان خیلی ساده آن را به صورت پایین بازنویسی کرد::
-
-    >>> [x ** 2 for x in range(5)]
-    [0, 1, 4, 9, 16]
-
-این عمل، List Comprehensions خوانده می‌شود که توسط درس سیزدهم شرح داده خواهد شد.
-
-و به عنوان مثال‌هایی دیگر به نمونه کدهای پایین توجه نمایید::
-
-    >>> y = 7
-
-    >>> [y * x for x in range(10)]
-    [0, 7, 14, 21, 28, 35, 42, 49, 56, 63]
-
-::
-
-    >>> L = [(1, 2), (3, 4), (5, 6)]
-
-    >>> [a + b for a, b in L]
-    [3, 7, 11]
-
-::
-
-    >>> [a * b for a, b in zip(range(0, 10, 2), range(1, 10, 2))]
-    [0, 6, 20, 42, 72]
-
-::
-
-    >>> [(a, b) for a, b in zip(range(0, 10, 2), range(1, 10, 2))]
-    [(0, 1), (2, 3), (4, 5), (6, 7), (8, 9)]
-
-
-از دستورهای مرکب پایتون می‌توان در داخل بدنه یکدیگر بهره برد که البته این موضوع برای دستورهای ``for`` و ``while`` نیز صادق است. از هر دو این دستورها می‌توان بر حسب نیاز در داخل بدنه یکدیگر یا به شکل تودرتو استفاده کرد::
-
-
-    >>> for i in range(1, 5):
-    ...     for j in range(0, i):
-    ...         print(i)
-    ... 
-    1
-    2
-    2
-    3
-    3
-    3
-    4
-    4
-    4
-    4
-    >>> 
-
-به نمونه کد بالا توجه نمایید؛ با هر بار تکرار حلقه یکم تمام دستورهای بدنه آن که شامل یک حلقه دیگر است اجرا می‌گردد. از متغیر ``i`` درون حلقه داخلی نیز استفاده شده است. در بار نخستِ اجرای حلقه بیرونی مقدار ``i`` برابر عدد ``1`` قرار داده می‌شود که در این صورت اجرای حلقه داخلی تنها یک بار تکرار می‌گردد ``1 == ((len(range(0, 1`` و یک مقدار ``1`` در خروجی نمایش داده می‌شود،‌ بار دوم ``i`` برابر عدد ``2`` می‌شود و در نتیجه حلقه داخلی دو بار تکرار می‌گردد که بر اثر آن دو مقدار ``2`` در خروجی چاپ می‌گردد. این روند تا پایان تکرار حلقه بیرونی ادامه می‌یابد.
-
-*تابع print به صورت پیش‌فرض پس از اجرا و چاپ مقدار به سطر بعدی می‌رود. [در درس بعد چگونگی تغییر این رفتار بررسی خواهد شد]* 
-
-
-اگر از پیش با زبان‌هایی نظیر C یا Java آشنایی دارید؛ برای درک بهتر ساختار حلقه ``for`` پایتون نمونه کد پایین که به زبان Java است را در نظر بگیرید:
-
-.. code-block:: java
-
-    int[][] array = { { 1, 2 }, { 3 }, { 4, 5, 6 } };
-
-    for ( int row = 0; row < array.length; row++ )
-    {
-        for ( int column = 0; column < array[ row ].length; column++ )
-            System.out.printf( "%d ", array[ row ][ column ] );
-
-        System.out.println();
-    }
-
-    // Paul Deitel, Harvey Deitel "Java: How to Program" (9th Edition) page 270
-
-
-::
-
-    1 2
-    3
-    4 5 6
-
-که می‌توانیم آن را توسط زبان پایتون به شکل پایین پیاده‌سازی نماییم::
-
-    >>> array = ((1, 2), (3,), (4, 5, 6))
-    >>> for row in range(0, len(array)):
-    ...     for column in range(0, len(array[row])):
-    ...         print("%d " % array[row][column])
-    ...     print()
-
-
-.. rubric:: تابع ``(enumerate(iterable``:
-
-علاوه‌ بر تابع ``()range`` در حلقه‌های ``for`` می‌توانیم از تابع ``()enumerate`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#enumerate>`__] نیز استفاده کنیم. این تابع یک شی دنباله یا تکرارکننده را به عنوان آرگومان دریافت می‌کند و یک شی از نوع ``enumerate`` برمی‌گرداند::
-
-    >>> L = ['a', 'b', 'c']
-
-    >>> e = enumerate(L)
-
-    >>> type(e)
-    <class 'enumerate'>
-
-    >>> e
-    <enumerate object at 0x7fc76a6b92d0>
-    >>> print(e)
-    <enumerate object at 0x7fc76a6b92d0>
-
-    >>> import sys
-    >>> sys.getsizeof(e)
-    72
-
-با تبدیل این شی به یک شی لیست مشاهده می‌شود که این شی عضوهای آرگومان ورودی خود را به شکل جفت‌هایی به همراه اندیس موقعیت آن‌ها ذخیره کرده است (index, value)::
-
-    >>> list(e)
-    [(0, 'a'), (1, 'b'), (2, 'c')]
-
-استفاده از این تابع در مواقعی که پیمایش یک دنباله غیر عددی یا بررسی اندیس دنباله حلقه را در نظر داشته باشید بسیار مفید است:: 
-
-    >>> s = 'python'
-
-    >>> for index, value in enumerate(s):
-    ...     print('%s) %s' % (index, value * 7))
-    ... 
-    0) ppppppp
-    1) yyyyyyy
-    2) ttttttt
-    3) hhhhhhh
-    4) ooooooo
-    5) nnnnnnn
-    >>> 
-
-::
-
-    >>> s = 'python'
-
-    >>> [v * i for i, v in enumerate(s)]
-    ['', 'y', 'tt', 'hhh', 'oooo', 'nnnnn']
-
-
-این تابع همچنین یک آرگومان اختیاری با نام ``start`` دارد که با مقدار دادن به آن می‌توان عدد ابتدایی شمارش اندیس‌ها را تعیین نمود؛ مقدار پیش‌فرض این آرگومان عدد صفر است::
-
-    >>> seasons = ['Spring', 'Summer', 'Fall', 'Winter']
-
-    >>> list(enumerate(seasons))
-    [(0, 'Spring'), (1, 'Summer'), (2, 'Fall'), (3, 'Winter')]
-
-    >>> list(enumerate(seasons, start=1))
-    [(1, 'Spring'), (2, 'Summer'), (3, 'Fall'), (4, 'Winter')]
-
-
-.. _python-iterator:
-
-شی تکرارکننده (iterator)
-----------------------------------------------
-
-در این بخش قصد داریم با مفهوم iterator (تکرارکننده) در پایتون آشنا شویم. برای این منظور بهتر است ابتدا مفهوم iterable (تکرارپذیر) را بدانیم.
-
-تمام انواع دنباله یک iterable هستند؛ در واقع به اشیایی با این قابلیت که بتوان در هر لحظه یک عضو درون آن را دستیابی نمود iterable گفته می‌شود. اکثر انواع آماده شی که در پایتون می‌شناسیم یک iterable است؛ انواع شی رشته، لیست، توپِل، دیکشنری، range ،zip یا یک شی فایل (file) و هر شی از کلاسی که خودتان به همراه متد‌ ویژه ``()__iter__`` تعریف نمایید یک iterable هستند [`ویکی‌پایتون <https://wiki.python.org/moin/Iterator>`__]. 
-
-در آینده پس از مطالعه دروس مربوط به شی گرایی (هفدهم تا بیست و دوم) قادر به ساخت کلاس و استفاده از متدهای ویژه در پایتون خواهید بود. در آن زمان می توانید خود با پیاده‌سازی متد ویژه ``()__next__`` یک شی iterator ایجاد نمایید. اما در این مرحله ما فرآیند ایجاد را با یک ماژول از کتابخانه استاندارد پایتون پیش خواهیم برد.
-
-می‌توان یک شی iterator را تنها با استفاده از تابع آماده ``()iter`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#iter>`__] ایجاد کرد. این تابع یک شی iterable را به عنوان آرگومان دریافت می‌کند و یک شی iterator از آن بر می‌گرداند::
-
-
-    >>> L = [1, 2, 3, 4, 5]
-    >>> type(L)
-    <class 'list'>
-
-    >>> itr = iter(L)
-
-    >>> type(itr)
-    <class 'list_iterator'>
-
-::
-
-    >>> t = (1, 2, 3, 4, 5)
-    >>> type(t)
-    <class 'tuple'>
-
-    >>> itr = iter(t)
-
-    >>> type(itr)
-    <class 'tuple_iterator'>
-
-::
-
-    >>> s = 'python'
-    >>> type(s)
-    <class 'str'>
-
-    >>> itr = iter(s)
-
-    >>> type(itr)
-    <class 'str_iterator'>
-
-::
-
-    >>> d = {'name': 'Bob', 'age': 40}
-    >>> type(d)
-    <class 'dict'>
-
-    >>> itr = iter(d)
-
-    >>> type(itr)
-    <class 'dict_keyiterator'>
-
-یک شی iterator این قابلیت را دارد که می‌توان عضوهای درون آن را یکی یکی با استفاده از متد ``()__next__`` پیمایش کرد؛ این متد در بار نخستِ فراخوانی عضو یکم شی و در دفعات بعدی فراخوانی به ترتیب عضوهای بعدی را برمی‌گرداند::
-
-    >>> L = [1, 2, 3, 4, 5]
-    >>> itr = iter(L)
-
-::
-
-    >>> itr.__next__()
-    1
-    >>> itr.__next__()
-    2
-    >>> itr.__next__()
-    3
-
-با فراخوانی پی در پی این متد و رسیدن به انتهای پیمایش؛ زمانی که دیگر عضوی برای برگرداندن وجود ندارد یک خطا - البته درست این است که بگوییم یک استثنا (Exception) - با نام ``StopIteration`` گزارش می‌گردد::
-
-    >>> itr.__next__()
-    4
-    >>> itr.__next__()
-    5
-    >>> itr.__next__()
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-    StopIteration
-
-این دقیقا همان کاری است که در دستور ``for`` به انجام می‌رسد. زمانی که از یک دنباله برای پیمایش در این دستور استفاده می‌کنید؛ ``for`` در پشت صحنه آن را به یک iterator تبدیل و سپس پیمایش یک به یک عضوها را آغاز می‌کند. در هر لحظه‌ که ``StopIteration`` رخ دهد، متوجه پایان دنباله شده و تکرار حلقه را پایان می‌بخشد.
-
-
-با استفاده از ماژول ``itertools`` می‌توانید iterator های بی‌نهایت (Infinite) یا بدون توقف ایجاد نمایید. برای نمونه تابع ``cycle`` درون این ماژول، شی iterator ای می‌سازد که در انتهای پیمایش متوقف نمی‌شود و از نو به ابتدای شی برگشته و عضو یکم را برمی‌گرداند::
-
-    >>> import itertools
-
-    >>> L = [1, 2, 3, 4, 5]
-
-    >>> itr = itertools.cycle(L)
-
-    >>> type(itr)
-    <class 'itertools.cycle'>
-
-    >>> itr.__next__()
-    1
-    >>> itr.__next__()
-    2
-    >>> itr.__next__()
-    3
-    >>> itr.__next__()
-    4
-    >>> itr.__next__()
-    5
-    >>> itr.__next__()
-    1
-    >>> itr.__next__()
-    2
-
-این ماژول شامل تابع‌های کاربردی بسیاری است که برای مطالعه بیشتر می‌توانید به صفحه آن در `اسناد پایتون <http://docs.python.org/3/library/itertools.html>`__ مراجعه نمایید.
-
-
-
-|
-
-----
-
-:emoji-size:`😊` امیدوارم مفید بوده باشه
-
-
+.. role:: emoji-size
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس نهم: دستورهای کنترلی در پایتون
+   :keywords: آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون، حلقه تکرار در پایتون، for، while و match/case در پایتون، دستورهای انتخاب در پایتون، دستور if/elif/else در پایتون، شی iterator در پایتون
+
+
+.. _lesson-09: 
+
+
+درس ۰۹: دستورهای کنترلی در پایتون
+==================================
+
+.. figure:: /_static/pages/09-python-if-else-for-while.jpg
+    :align: center
+    :alt: درس نهم: دستورهای کنترلی در پایتون
+    :class: page-image
+
+    Photo by `Lynda Sanchez <https://unsplash.com/photos/GCbGxU4mBu0>`__
+  
+
+
+در حالت عادی جریان اجرای یک برنامه روند ثابتی دارد به این شکل که کدها سطر به سطر، از بالا به پایین خوانده و اجرا می‌شوند؛ دستورهای کنترلی امکانی برای کنترل یا تغییر این جریان ثابت است. با استفاده از این دستورها می‌توان برای اجرای یک بلاک شرط تعیین کرد که اگر در زمان اجرا این شرط برقرار نباشد از اجرای بلاک صرف نظر خواهد شد یا می‌توان شرایطی را به وجود آورد که اجرای یک بلاک را از میان چندین بلاک مشخص انتخاب گردد و همچنین می‌توان اجرای یک بلاک را چندین بار تکرار کرد.
+
+این درس به بررسی دستورهای کنترلی پایتون در دو بخش «انتخاب» و «تکرار» اختصاص یافته است. در انتها نیز بنابر ضرورت به معرفی اشیای iterator در پایتون پرداخته شده است.
+
+
+
+:emoji-size:`✔` سطح: مقدماتی
+
+----
+
+.. contents:: سرفصل‌ها
+    :depth: 2
+
+----
+
+
+.. _python-selection: 
+
+انتخاب
+--------
+
+با استفاده از دستور انتخاب می‌توان بر حسب شرایط برنامه در زمان اجرا تعیین کرد که آیا یک بلاک دستور اجرا شود یا خیر و همچنین از بین دو یا چند بلاک دستور کدام یک انتخاب و اجرا گردد. رایج‌ترین دستور انتخاب در پایتون ``if`` است که می‌تواند به سه شکل «تک انتخابی»، «دو انتخابی» و «چند انتخابی» پیاده‌سازی گردد.  این ساختار در ادامه بررسی خواهد شد.
+
+
+.. _python-if: 
+
+دستور if
+~~~~~~~~~~
+
+.. rubric:: ۱. ساختار ساده (تک انتخابی)
+
+این ساختار یک دستور مرکب است که در سرآیند آن یک «شرط» (Condition) بررسی می‌گردد و تنها در صورتی که این شرط برقرار باشد بدنه اجرا خواهد گشت؛ در غیر این صورت مفسر از اجرای دستور(های) بدنه صرف نظر کرده و به سراغ نخستین دستور بعد از این ساختار می‌رود. این ساختار با استفاده از کلمه کلیدی ``if`` و الگویی مشابه پایین پیاده‌سازی می‌گردد:
+
+.. code-block:: html
+
+    if condition :
+        StatementBlock
+
+منظور از **شرط** عبارتی است که می‌توان آن را به یکی از مقدار‌های بولی (``True`` یا ``False``) ارزیابی نمود؛ در اینجا اگر شرط برابر ``True`` ارزیابی گردد بخش بدنه دستور ``if`` اجرا می‌گردد. به نمونه کدهای پایین توجه نمایید::
+
+    >>> a = 5
+    >>> b = 3
+
+::
+
+    >>> if a > b:
+    ...     print("a is greater than b")
+    ... 
+    a is greater than b
+    >>>
+
+::
+
+    >>> if a == b:
+    ...     print("a is equal to b")
+    ... 
+    >>> 
+
+*در نمونه کد بالا شرط برابر False ارزیابی شده و از اجرای بدنه خودداری شده است؛ بنابراین هیچ متنی در خروجی چاپ نشده است.*
+
+::
+
+    >>> if a > b and a >= 0:
+    ...     print("a is positive and greater than b")
+    ... 
+    a is positive and greater than b
+    >>> 
+
+
+*همانطور که در نمونه کد بالا نیز مشاهده می‌شود می‌توان از عملگرهای منطقی (not ،or ،and) برای بررسی برقرار بودن (یا نبودن) همزمان چندین شرط بهره گرفت.*
+
+می‌دانیم که: عدد یک و تمام اعداد مخالف صفر در پایتون برابر مقدار بولی ``True`` و عدد صفر، اشیا خالی به مانند ``""`` یا ``[]`` برابر مقدار ``False`` ارزیابی می‌شوند::
+
+    >>> if 1:
+    ...     print("Condition is True")
+    ... 
+    Condition is True
+    >>> 
+
+::
+
+    >>> if []:
+    ...     print("Condition is True")
+    ... 
+    >>> 
+
+::
+
+    >>> a = False
+
+    >>> if not a:
+    ...     print("Condition is True")
+    ... 
+    Condition is True
+    >>> 
+
+می‌توان از ساختار ``if`` به شکل تودرتو (Nested) نیز بهره برد. در این حالت بدنه دستور ``if`` حاوی یک یا چند دستور ``if`` دیگر می‌شود که البته آن‌ها نیز می‌توانند حاوی دستور‌های ``if`` دیگری در بدنه خود باشند::
+
+    >>> d = {'name': 'Jhon', 'job': 'programmer', 'age': 40}
+
+    >>> if d['age'] >= 40:
+    ...     if d['job'] == 'programmer':
+    ...         print(d['name'])
+    ... 
+    Jhon
+    >>>
+
+به مثال دیگری با استفاده از walrus operator (عملگر شیرماهی - درس ششم) و f-string (درس هفتم) توجه نمایید::
+
+    >>> # Python >= 3.8
+    >>> a_list = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]
+    >>> if (n := len(a_list)) > 5: 
+    ...     print(f"List is too long ({n} elements, expected <= 5)")
+    ... 
+    List is too long (10 elements, expected <= 5)
+
+
+.. rubric:: ۲. ساختار همراه با ``else`` (دو انتخابی)
+
+با استفاده از کلمه‌ کلیدی ``else`` می‌توان بلاکی را برای اجرا در حالتی که شرط برقرار **نیست** - زمانی که شرط ``if`` برابر مقدار بولی ``False`` ارزیابی می‌گردد - تعیین کرد. ``else`` یک بخش جدا است که سرآیند و بدنه مخصوص به خود را دارد؛ این سرآیند می‌بایست فاقد هر گونه شرطی باشد::
+
+    >>> a = False
+
+    >>> if a:
+    ...     print("Condition is True")
+    ... else:
+    ...     print("Condition is False")
+    ... 
+    Condition is False
+    >>>
+
+::
+
+    >>> a = 7
+
+    >>> if a in [1, 2, 3]:
+    ...     print("a is in list")
+    ... else:
+    ...     print("a is not in list")
+    ... 
+    a is not in list
+    >>>
+
+::
+
+    >>> d = {'name': 'Bob', 'job': 'designer', 'age': 45}
+
+    >>> if d['age'] >= 40:
+    ...     if d['job'] == 'programmer':
+    ...         print(d['name'])
+    ...     else:
+    ...         print(d['name'], d['job'])  # Will be executed
+    ... else:
+    ...     if d['age'] >= 35:
+    ...         print(d['name'], 'Between 35 and 40 years old')
+    ...     else:
+    ...         print(d['name'], 'Less than 35 years old')
+    ... 
+    Bob designer
+    >>>
+
+.. rubric:: ۳. ساختار همراه با ``elif`` (چند انتخابی)
+
+دستور ``if`` را می‌توان گسترش داد و بخش‌های بیشتری را با شرط‌های گوناگون ایجاد نمود؛ به این صورت که ابتدا شرط بخش ``if`` بررسی می‌گردد و چنانچه برابر ``True`` ارزیابی **نگردد**، شرط مربوط به نختسین بخش ``elif`` بررسی می‌گردد که اگر باز هم برابر ``True`` **نشود** شرط بخش ``elif`` بعدی بررسی خواهد شد و به همین صورت ادامه می‌یابد؛ در انتها نیز اگر هیچ کدام از شرط‌ها (``if`` و ``elif``) برابر ``True`` **نشوند** آنگاه بدنه مربوط به بخش ``else`` (در صورت وجود) اجرا می‌گردد. الگوی این ساختار مانند پایین است:
+
+.. code-block:: html
+
+    if condition_1:
+        statements
+    elif condition_2:
+        statements
+    elif condition_3:
+        statements
+    else:
+        statements
+
+
+* هر ``elif`` یک بخش جدا است که سرآیند و بدنه مخصوص به خود را دارد.
+* تعداد بخش‌های ``elif`` اختیاری است و محدودیتی در آن وجود ندارد.
+* بخش ``elif`` نمی‌تواند قبل از ``if`` یا بعد از ``else`` قرار بگیرد.
+* در این ساختار نیز وجود بخش ``else`` اختیاری است.
+
+
+در این ساختار بخش‌ها به ترتیب از بالا به پایین بررسی می‌شوند و با ``True`` ارزیابی شدن شرط هر بخش، بدنه مربوط به آن اجرا و از بررسی دیگر بخش‌ها صرف نظر می‌گردد. به نمونه کد پایین توجه نمایید::
+
+    >>> percent = 60
+
+    >>> if percent == 100:
+    ...    print('100 %')
+    ... elif percent >= 75:
+    ...    print('75-100 %')
+    ... elif percent >= 50:
+    ...    print('50-75 %')
+    ... elif percent >= 25:
+    ...    print('25-50 %')
+    ... else:
+    ...    print('less than 25 %')
+    ... 
+    50-75 %
+    >>> 
+
+اگر بخواهیم نمونه کد بالا را با استفاده از ``if`` های تودرتو پیاده‌سازی نماییم به شکل پایین خواهد شد::
+
+    >>> percent = 60
+
+    >>> if percent == 100:
+    ...     print('100 %')
+    ... else:
+    ...     if percent >= 75:
+    ...         print('75-100 %')
+    ...     else:
+    ...         if percent >= 50:
+    ...             print('50-75 %')
+    ...         else:
+    ...             if percent >= 25:
+    ...                 print('25-50 %')
+    ...             else:
+    ...                 print('less than 25 %')
+    ... 
+    50-75 %
+    >>> 
+
+چنانچه قصد دارید تمام شرط‌های مورد نظر بررسی شوند می‌توانید از چند دستور ``if`` به شکل متوالی استفاده نمایید:
+
+    
+.. code-block:: python
+    :linenos:
+    
+    # File: Documents/script.py
+    # Python 3.x
+
+    import sys
+    
+    # Get script argument and convert it to an integer
+    percent = int(sys.argv[1])
+    
+    if percent == 100:
+        print('100 %')
+    if percent >= 75:
+        print('75-100 %')
+    if percent >= 50:
+        print('50-75 %')
+    if percent >= 25:
+        print('25-50 %')
+    if percent < 25:
+        print('less than 25 %')
+
+::
+
+    user> cd Documents/
+
+    user> python script.py 60
+    50-75 %
+    25-50 %
+
+
+.. _python-match-case: 
+
+دستور match/case
+~~~~~~~~~~~~~~~~~~~~
+
+در صورتی که سابقه برنامه‌نویسی با زبان‌های دیگری همچون C و Java را داشته باشید حتما با دستور switch نیز آشنا هستید؛ تا پیش **از نسخه 3.10 پایتون** این دستور در زبان پایتون پیاده‌سازی نشده بود و تنها می‌توانستیم از ساختار ``if/elif/else`` استفاده نماییم. ولی اکنون پایتون از ساختار مشابهی به نام ``match/case`` پشتیبانی می‌کند که ساختاری برابر زیر دارد (برای مطالعه بیشتر: [`PEP 634 <https://peps.python.org/pep-0634/>`__] و [`PEP 635 <https://peps.python.org/pep-0635/>`__] و [`PEP 636 <https://peps.python.org/pep-0636/>`__])::
+
+
+  match value:
+    case matching_rule_1: statement_1
+    case matching_rule_2: statement_2
+    case matching_rule_3: statement_3
+    .
+    .
+    .
+
+این دستور یک مقدار را دریافت می‌کند و با الگوهای درج شده توسط ``case`` مطابقت می‌دهد (از بالا به پایین) و با نخستین عمل انطباق موفق، دستورهای مرتبط با آن را اجرا کرده و سپس پایان می‌یابد.
+
+خواهید دید که این دستور بسیار منعطف بوده و پیشرفته‌تر از دستور ``switch`` سنتی است. با یک مثال ساده شروع می‌کنیم::
+
+  
+  >>> list = [4, 5, 6, 0, 2, 1, 3]
+  >>>
+  >>> first_num = list[0]
+  >>>
+  >>> match first_num:
+  ...     case 0: print('Zero')
+  ...     case 1: print('One')
+  ...     case 2: print('Two')
+  ...     case 3: print('Three')
+  ...     case 4: print('Four')
+  ...     case 5: print('Five')
+  ...     case 6: print('Six')
+  ...
+  Four
+  >>>
+
+در مثال بالا مقدار حروفی مربوط به عدد اندیس صفر از شی list چاپ خواهد شد. 
+
+مثالی دیگر، تشخیص زوج بودن یک عدد::
+
+
+  >>> list = [4, 5, 6, 0, 2, 1, 3]
+  >>>
+  >>> first_num = list[0]
+  >>> 
+  >>> match first_num % 2:
+  ...     case 0:
+  ...         print('The number is even')
+  ...     case 1:
+  ...         print('The number is odd')
+  ...
+  The number is even
+
+هدف اصلی از ایجاد دستور ``match/case`` در پایتون، ساده‌سازی و افزایش خوانایی کد در زمان استفاده از دستور ``if/elif/else`` است.
+
+
+هر بخش ``case`` می‌تواند بیش از یک انطباق را بررسی کند. برای این منظور می‌توان از کاراکتر ``|`` برای جداسازی الگوها استفاده نمود::
+
+  >>> list = [4, 5, 6, 0, 2, 1, 3]
+  >>>
+  >>> first_num = list[0]
+  >>> 
+  >>> match first_num:
+  ...     case 0 | 2 | 4 | 6 | 8:
+  ...         print('The number is even')
+  ...     case 1 | 3 | 5 | 7 | 9:
+  ...         print('The number is odd')
+  ...
+  The number is even
+
+همچنین می‌توان یک ``case`` پیش‌فرض نیز برای این ساختار در نظر گرفت، برای پردازش مقدار در زمانی که با هیچ یک از الگوهای موجود تطابق پیدا نکرد. برای درج ``case`` پیش‌فرض از الگو ``_``  استفاده می‌گردد. این الگو در ساختار ``match/case`` با هر مقداری تظابق داده می‌شود و میبایست برای جلوگیری از خطاهای منطقی، حتما به عنوان آخرین  ``case`` قرار داده شود::
+
+
+  >>> list = [1, 2, 3, 'A', 'A', 'AAA']
+  >>> first_num = list[-1]
+  >>> match first_num:
+  ...     case 0 | 2 | 4 | 6 | 8:
+  ...         print('The number is even')
+  ...     case 1 | 3 | 5 | 7 | 9:
+  ...         print('The number is odd')
+  ...     case _:
+  ...         print("The received value is not a number")
+  ...
+  The received value is not a number
+
+در بخش ``case`` حتی می‌توان از دستور ``if`` نیز استفاده نمود::
+
+  >>> list = [4, -5, 6, 0, 2, -1, 3]
+  >>>
+  >>> num = list[0]
+  >>> 
+  >>> match num:
+  ...     case num if num < 0:
+  ...         print('The number is negative')
+  ...     case num if num == 0:
+  ...         print('The number is zero')
+  ...     case num if num > 0:
+  ...         print('The number is positive')
+  ...
+  The number is positive
+
+به این نگارش یا سینتکس از دستور ``if`` در جامعه پایتون، تکنیک ``guard`` گفته می‌شود. در این ساختار متغیری که در پشت ``if``  قرار می‌گیرد، همان مقدار دریافتی است. این متغیر می‌تواند هر نامی داشته باشد ولی حتما می‌بایست با متغیر درون دستور ``if``  همنام باشد (در مثال بالا برای جلوگیری از ابهام، همنام با خود مقدار دریافتی در نظر گرفته شده است). در این شرایط چنانچه ارزیابی دستور ``if``  برابر مقدار ``True``  باشد، دستورهای ``case``  آن اجرا می‌گردد و در غیر اینصورت الگوی ``case``  بعدی مورد پردازش قرار خواهد گرفت.
+
+
+.. _python-repetition: 
+
+تکرار
+-------
+
+گاهی نیاز پیدا می‌کنیم که بلاکی را چندین بار پشت سرهم اجرا نماییم. به ساختار تکرار، «حلقه» (Loop) گفته می‌شود؛ در ادامه به بررسی ساختار دو حلقه ارایه شده در زبان پایتون خواهیم پرداخت.
+
+
+.. _python-while: 
+
+دستور while
+~~~~~~~~~~~~~
+
+این دستور مرکب یک حلقه تکرار است که یک شرط را در سرآیند خود بررسی می‌کند و چنانچه شرط برابر مقدار ``True`` ارزیابی شود، دستورهای بدنه را اجرا می‌کند؛ مفسر پس از اتمام اجرای بدنه دوباره به سرآیند برگشته و شرط را بررسی می‌کند که اگر شرط هنوز هم برقرار باشد از نو دستورهای بدنه اجرا می‌گردند. در حالت عادی روند تکرار اجرای بدنه تا زمانی که شرط سرآیند برابر ``True`` ارزیابی گردد ادامه خواهد یافت. الگوی این دستور به مانند پایین است:
+
+.. code-block:: html
+
+    while condition :
+        statements
+
+شرط همواره می‌بایست از درون بدنه کنترل شود به گونه‌ای که در مرحله‌ خاصی برابر مقدار ``False`` ارزیابی گردد؛ در غیر این صورت یک حلقه بی‌نهایت ایجاد می‌شود که مفسر هیچگاه نمی‌تواند از اجرای آن خارج شود. برای نمونه اجرای دستور پایین هیچگاه توسط مفسر پایتون پایان نمی‌پذیرد و برای اتمام آن می‌بایست از سیستم عامل کمک گرفت::
+
+    >>> while 1:
+    ...     print('Press Ctrl+C to stop!')
+    ... 
+    Press Ctrl+C to stop!
+    Press Ctrl+C to stop!
+    Press Ctrl+C to stop!
+    [..]
+
+ولی در نمونه کد پایین مقدار متغیر a از درون بدنه کنترل و در هر بار اجرا یک واحد کاهش می‌یابد؛ بنابراین اجرای حلقه تنها تا زمانی که شرط نقض نشده باشد ادامه می‌یابد::
+
+    >>> a = 5
+
+    >>> while a > 0:
+    ...     print(a)
+    ...     a -= 1   # a = a - 1
+    ... 
+    5
+    4
+    3
+    2
+    1
+    >>> 
+
+در نمونه کد بالا بهتر می‌بود به جای عبارت ``a > 0`` تنها از خود متغیر ``a`` به عنوان شرط حلقه استفاده نماییم؛ چرا که در هر مرتبه اجرا یک واحد از آن کم می‌شود و با رسیدن به مقدار صفر به صورت خودکار توسط مفسر پایتون به مقدار ``False`` ارزیابی و تکرار اجرای بدنه حلقه متوقف می‌گردد.
+
+به عنوان نمونه‌ای دیگر،‌ فاکتوریل (`Factorial <https://en.wikipedia.org/wiki/Factorial>`_) عدد ۱۰ را می‌توان به صورت پایین محاسبه کرد::
+
+    >>> a = 10
+
+    >>> n = 1
+    >>> while a >= 1:
+    ...     n = n * a
+    ...     a -= 1
+    ... 
+    >>> print(n)
+    3628800
+
+
+.. rubric:: دستور ``continue``
+
+این دستور در هر نقطه از بخش بدنه که آورده شود، دستورهای بعد از آن نادیده گرفته می‌شوند و جریان اجرا به ابتدای حلقه یعنی بخش سرآیند پرش می‌کند. برای نمونه می‌خواهیم اعداد صحیح زوجی که کوچکتر از ۱۰ هستند را بر روی خروجی نمایش دهیم. در نمونه کد پایین برای اعداد فرد دستور ``continue`` از ادامه اجرا و نمایش آن‌ها جلوگیری می‌کند و جریان اجرا را به ابتدای حلقه پرش می‌دهد::
+
+    >>> n = 10
+
+    >>> while n:
+    ...     n -= 1
+    ...     if n % 2 != 0:
+    ...         continue
+    ...     print(n)
+    ... 
+    8
+    6
+    4
+    2
+    0
+    >>> 
+
+البته مثال بالا را بدون ``continue`` نیز می‌توان به انجام رساند::
+
+     >>> n = 10
+     >>> while n:
+     ...     n -= 1
+     ...     if n % 2 == 0:
+     ...         print(n)
+
+.. rubric:: دستور ``break``
+
+این دستور در هر نقطه از بخش بدنه که آورده شود، دستورهای بعد از آن نادیده گرفته می‌شوند و جریان اجرا از حلقه خارج می‌شود. در نمونه کد پایین با هر اجرای بدنه یک واحد به counter افزوده می‌شود و هرگاه مقدار آن برابر ۴ گردد، بدون توجه به شرط، اجرای حلقه متوقف می‌شود::
+
+    >>> counter = 0
+
+    >>> while counter < 100:
+    ...     if counter == 4:
+    ...         break
+    ...     print(counter)
+    ...     counter += 1
+    ... 
+    0
+    1
+    2
+    3
+    >>> 
+
+در ``while`` نیز می‌شود از بخش ``else`` استفاده نماییم؛ به این صورت که اگر حلقه به صورت طبیعی پایان پذیرد - و نه توسط دستور ``break`` - آنگاه بدنه ``else`` اجرا می‌گردد.
+
+نمونه کد پایین بررسی می‌کند که آیا عدد n یک «عدد اول» (`Prime number <https://en.wikipedia.org/wiki/Prime_number>`_) هست یا خیر؛ این اعداد بزرگتر از یک بوده و به جز خود و عدد یک بر هیچ عدد دیگری بخش پذیر نیستند. بنابراین اگر عددی کوچکتر از n (به جز یک) پیدا شود که بر آن بخشپذیر باشد (یعنی باقی مانده تقسیم بر آن صفر باشد) اول نبودن عدد n ثابت می‌شود و حلقه به کمک دستور ``break`` متوقف می‌گردد::
+
+    >>> n = 23
+
+::
+
+    >>> i = 2
+    >>> while i < n:
+    ...     if n % i == 0:
+    ...         print(n, "is not a prime number")
+    ...         break
+    ...     i += 1
+    ... else:
+    ...     print(n, "is a prime number")
+    ... 
+    23 is a prime number
+    >>> 
+
+
+.. _python-for:
+
+دستور for
+~~~~~~~~~~
+
+این دستور مرکب یک حلقه تکرار است که بر اساس تعداد عضوهای یک شی دنباله یا در حالت کلی‌تر یک شی تکرارکننده (iterator) - که در انتها بررسی خواهد شد - اجرای دستورهای بدنه را تکرار می‌کند. الگوی این دستور به شکل پایین است:
+
+.. code-block:: html
+    
+    for target in object:
+        statements
+
+هر حلقه ``for`` دقیقا به تعداد عضوهای شی object تکرار می‌گردد؛ هر بار یک عضو از دنباله (یا تکرارکننده) object با حفظ ترتیب اعضا به متغیر target انتساب داده می‌شود و یک مرتبه بدنه اجرا می‌گردد؛ این روند تا پایان پیمایش عضوهای object ادامه می‌یابد. از متغیر target می‌توان در داخل بدنه استفاده کرد که در مرتبه نخست اجرای حلقه به عضو یکم و با اجراهای بعدی به عضوهای بعدی از object اشاره خواهد داشت. به نمونه کدهای پایین توجه نمایید::
+
+    >>> for item in [1, 2, 3]:
+    ...     print(item)
+    ... 
+    1
+    2
+    3
+    >>>
+
+::
+
+    >>> for char in 'python':
+    ...     print(char)
+    ... 
+    p
+    y
+    t
+    h
+    o
+    n
+    >>> 
+
+::
+
+    >>> L = [(1, 2), (3,4), (5, 6)]
+
+    >>> for a, b in L:
+    ...     print(a, b)
+    ... 
+    1 2
+    3 4
+    5 6
+    >>>
+
+*در نمونه کد بالا، از آنجا که هر عضو دنباله خود یک دنباله دو عضوی است، بنابراین از دو متغیر برای اشاره به شی پیمایش استفاده شده است.*
+
+::
+
+    >>> L = [(1, 2), (3,4), (5, 6)]
+
+    >>> for both in L:
+    ...     a, b = both
+    ...     print(a, b)
+    ... 
+    1 2
+    3 4
+    5 6
+    >>>
+
+*در نمونه کد بالا، متغیر both در هر مرتبه تکرار به یک شی توپِل اشاره دارد.*
+
+::
+
+    >>> a, *b, c = (1, 2, 3, 4)
+    >>> a, b, c
+    (1, [2, 3], 4)
+
+    >>> for a, *b, c in [(1, 2, 3, 4), (5, 6, 7, 8)]:
+    ...     print(a, b, c)
+    ... 
+    1 [2, 3] 4
+    5 [6, 7] 8
+    >>>
+
+::
+
+    >>> d = {'name': 'Jhon', 'job': 'designer', 'age': 40}
+
+    >>> for key in d:
+    ...     print(key)
+    ... 
+    name
+    job
+    age
+    >>> 
+
+*در حالت عادی برای یک شی دیکشنری،‌ کلیدهای آن پیمایش می‌شوند.*
+
+::
+
+    >>> d = {'name': 'Jhon', 'job': 'designer', 'age': 40}
+
+    >>> d.items()
+    dict_items([('name', 'Jhon'), ('job', 'designer'), ('age', 40)])
+
+    >>> for key, value in d.items():
+    ...     print(key, value)
+    ... 
+    name Jhon
+    job designer
+    age 40
+    >>>
+
+
+.. note::
+    معمولا از حلقه ``for`` در مواقعی که تعداد تکرار مشخص باشد و از حلقه ``while`` زمانی که تعداد تکرار نامشخص است استفاده می‌شود.
+
+
+مانند حلقه ``while`` در اینجا نیز می‌توان از دستورهای ``continue`` و ``break`` استفاده کرد. همچنین حلقه ``for`` می‌تواند شامل بخش ``else`` باشد. 
+
+مثال تشخیص عدد اول در حلقه ``while`` را با استفاده از حلقه ``for`` بازنویسی می‌کنیم::
+
+    >>> n = 23
+
+    >>> for i in range(2, n):
+    ...     if n % i == 0:
+    ...         print(n, "is not a prime number")
+    ...         break
+    ... else:
+    ...     print(n, "is a prime number")
+    ... 
+    23 is a prime number
+    >>> 
+
+.. rubric:: تابع ``(range(stop``:
+
+این تابع [`اسناد پایتون <https://docs.python.org/3/library/functions.html#func-range>`__] یک شی از نوع ``range`` را برمی‌گرداند؛ این شی یک دنباله تغییر ناپذیر است که معمولا از آن برای پیمایش در حلقه ``for`` استفاده می‌شود. با تبدیل شی ``range`` به نوع لیست خواهیم دید که این شی یک دنباله مرتب از اعداد صفر تا آرگومان stop (و نه خود آن) است؛ آرگومان stop می‌بایست یک عدد صحیح مثبت باشد::
+
+    >>> r = range(10)
+
+    >>> type(r)
+    <class 'range'>
+
+    >>> r
+    range(10)
+
+    >>> print(r)
+    range(10)
+
+    >>> list(r)
+    [0, 1, 2, 3, 4, 5, 6, 7, 8, 9]
+
+    >>> tuple(r)
+    (0, 1, 2, 3, 4, 5, 6, 7, 8, 9)
+
+    >>> import sys
+    >>> sys.getsizeof(r)
+    48
+
+
+
+این تابع را می‌توان به صورت دو آرگومانی (``(range(start, stop``) نیز فراخوانی نمود که آرگومان یکم عدد آغازین دنباله را تعیین می‌کند و می‌تواند یک عدد منفی نیز باشد::
+
+    >>> list(range(2, 10))
+    [2, 3, 4, 5, 6, 7, 8, 9]
+
+    >>> list(range(-2, 10))
+    [-2, -1, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9]
+
+در این حالت می‌توان از آرگومان سومی نیز برای تعیین گام یا فاصله بین اعداد بهره گرفت::
+
+    >>> list(range(2, 10, 2))
+    [2, 4, 6, 8]
+
+    >>> list(range(2, 10, 3))
+    [2, 5, 8]
+
+    >>> list(range(2, 10, 4))
+    [2, 6]
+
+* هر سه آرگومان می‌بایست از نوع صحیح باشند.
+* برای تعیین آرگومان stop منفی، می‌بایست آرگومان گام را نیز به شکل منفی تعیین نمود::
+
+    >>> list(range(2, -10, -1))
+    [2, 1, 0, -1, -2, -3, -4, -5, -6, -7, -8, -9]
+
+    >>> list(range(2, -10, -2))
+    [2, 0, -2, -4, -6, -8]
+
+  ::
+
+      >>> list(range(-2, -10, -1))
+      [-2, -3, -4, -5, -6, -7, -8, -9]
+
+      >>> list(range(-2, -10, -2))
+      [-2, -4, -6, -8]
+
+
+.. rubric:: چند مثال‌ ساده دیگر:
+
+::
+
+    >>> L = ['a', 'b', 'c', 'd']
+
+    >>> for i in range(len(L)):
+    ...     print(L[i])
+    ... 
+    a
+    b
+    c
+    d
+    >>>
+
+::
+
+    >>> s = 'pythonprogramminglanguage'
+
+    >>> for c in s[9:13]:
+    ...     print(c)
+    ... 
+    g
+    r
+    a
+    m
+    >>>
+
+::
+
+    >>> reven = range(0, 10, 2)
+    >>> list(reven)
+    [0, 2, 4, 6, 8]
+
+    >>> rodd = range(1, 10, 2)
+    >>> list(rodd)
+    [1, 3, 5, 7, 9]
+
+    >>> list(zip(reven, rodd))
+    [(0, 1), (2, 3), (4, 5), (6, 7), (8, 9)]
+
+    >>> L = []
+    >>> for a, b in zip(reven, rodd):
+    ...    L.append(a*b)
+    ... 
+    >>> L
+    [0, 6, 20, 42, 72]
+
+
+
+می‌توان نتایج حلقه ``for`` را مستقیم در یک شی لیست قرار داد؛ برای نمونه دستور پایین را در نظر بگیرید::
+
+    >>> L = []
+    >>> for x in range(5):
+    ...     L.append(x**2)
+    ... 
+    >>> L
+    [0, 1, 4, 9, 16]
+
+که می‌توان خیلی ساده آن را به صورت پایین بازنویسی کرد::
+
+    >>> [x ** 2 for x in range(5)]
+    [0, 1, 4, 9, 16]
+
+این عمل، List Comprehensions خوانده می‌شود که توسط درس سیزدهم شرح داده خواهد شد.
+
+و به عنوان مثال‌هایی دیگر به نمونه کدهای پایین توجه نمایید::
+
+    >>> y = 7
+
+    >>> [y * x for x in range(10)]
+    [0, 7, 14, 21, 28, 35, 42, 49, 56, 63]
+
+::
+
+    >>> L = [(1, 2), (3, 4), (5, 6)]
+
+    >>> [a + b for a, b in L]
+    [3, 7, 11]
+
+::
+
+    >>> [a * b for a, b in zip(range(0, 10, 2), range(1, 10, 2))]
+    [0, 6, 20, 42, 72]
+
+::
+
+    >>> [(a, b) for a, b in zip(range(0, 10, 2), range(1, 10, 2))]
+    [(0, 1), (2, 3), (4, 5), (6, 7), (8, 9)]
+
+
+از دستورهای مرکب پایتون می‌توان در داخل بدنه یکدیگر بهره برد که البته این موضوع برای دستورهای ``for`` و ``while`` نیز صادق است. از هر دو این دستورها می‌توان بر حسب نیاز در داخل بدنه یکدیگر یا به شکل تودرتو استفاده کرد::
+
+
+    >>> for i in range(1, 5):
+    ...     for j in range(0, i):
+    ...         print(i)
+    ... 
+    1
+    2
+    2
+    3
+    3
+    3
+    4
+    4
+    4
+    4
+    >>> 
+
+به نمونه کد بالا توجه نمایید؛ با هر بار تکرار حلقه یکم تمام دستورهای بدنه آن که شامل یک حلقه دیگر است اجرا می‌گردد. از متغیر ``i`` درون حلقه داخلی نیز استفاده شده است. در بار نخستِ اجرای حلقه بیرونی مقدار ``i`` برابر عدد ``1`` قرار داده می‌شود که در این صورت اجرای حلقه داخلی تنها یک بار تکرار می‌گردد ``1 == ((len(range(0, 1`` و یک مقدار ``1`` در خروجی نمایش داده می‌شود،‌ بار دوم ``i`` برابر عدد ``2`` می‌شود و در نتیجه حلقه داخلی دو بار تکرار می‌گردد که بر اثر آن دو مقدار ``2`` در خروجی چاپ می‌گردد. این روند تا پایان تکرار حلقه بیرونی ادامه می‌یابد.
+
+*تابع print به صورت پیش‌فرض پس از اجرا و چاپ مقدار به سطر بعدی می‌رود. [در درس بعد چگونگی تغییر این رفتار بررسی خواهد شد]* 
+
+
+اگر از پیش با زبان‌هایی نظیر C یا Java آشنایی دارید؛ برای درک بهتر ساختار حلقه ``for`` پایتون نمونه کد پایین که به زبان Java است را در نظر بگیرید:
+
+.. code-block:: java
+
+    int[][] array = { { 1, 2 }, { 3 }, { 4, 5, 6 } };
+
+    for ( int row = 0; row < array.length; row++ )
+    {
+        for ( int column = 0; column < array[ row ].length; column++ )
+            System.out.printf( "%d ", array[ row ][ column ] );
+
+        System.out.println();
+    }
+
+    // Paul Deitel, Harvey Deitel "Java: How to Program" (9th Edition) page 270
+
+
+::
+
+    1 2
+    3
+    4 5 6
+
+که می‌توانیم آن را توسط زبان پایتون به شکل پایین پیاده‌سازی نماییم::
+
+    >>> array = ((1, 2), (3,), (4, 5, 6))
+    >>> for row in range(0, len(array)):
+    ...     for column in range(0, len(array[row])):
+    ...         print("%d " % array[row][column])
+    ...     print()
+
+
+.. rubric:: تابع ``(enumerate(iterable``:
+
+علاوه‌ بر تابع ``()range`` در حلقه‌های ``for`` می‌توانیم از تابع ``()enumerate`` [`اسناد پایتون <https://docs.python.org/3/library/functions.html#enumerate>`__] نیز استفاده کنیم. این تابع یک شی دنباله یا تکرارکننده را به عنوان آرگومان دریافت می‌کند و یک شی از نوع ``enumerate`` برمی‌گرداند::
+
+    >>> L = ['a', 'b', 'c']
+
+    >>> e = enumerate(L)
+
+    >>> type(e)
+    <class 'enumerate'>
+
+    >>> e
+    <enumerate object at 0x7fc76a6b92d0>
+    >>> print(e)
+    <enumerate object at 0x7fc76a6b92d0>
+
+    >>> import sys
+    >>> sys.getsizeof(e)
+    72
+
+با تبدیل این شی به یک شی لیست مشاهده می‌شود که این شی عضوهای آرگومان ورودی خود را به شکل جفت‌هایی به همراه اندیس موقعیت آن‌ها ذخیره کرده است (index, value)::
+
+    >>> list(e)
+    [(0, 'a'), (1, 'b'), (2, 'c')]
+
+استفاده از این تابع در مواقعی که پیمایش یک دنباله غیر عددی یا بررسی اندیس دنباله حلقه را در نظر داشته باشید بسیار مفید است:: 
+
+    >>> s = 'python'
+
+    >>> for index, value in enumerate(s):
+    ...     print('%s) %s' % (index, value * 7))
+    ... 
+    0) ppppppp
+    1) yyyyyyy
+    2) ttttttt
+    3) hhhhhhh
+    4) ooooooo
+    5) nnnnnnn
+    >>> 
+
+::
+
+    >>> s = 'python'
+
+    >>> [v * i for i, v in enumerate(s)]
+    ['', 'y', 'tt', 'hhh', 'oooo', 'nnnnn']
+
+
+این تابع همچنین یک آرگومان اختیاری با نام ``start`` دارد که با مقدار دادن به آن می‌توان عدد ابتدایی شمارش اندیس‌ها را تعیین نمود؛ مقدار پیش‌فرض این آرگومان عدد صفر است::
+
+    >>> seasons = ['Spring', 'Summer', 'Fall', 'Winter']
+
+    >>> list(enumerate(seasons))
+    [(0, 'Spring'), (1, 'Summer'), (2, 'Fall'), (3, 'Winter')]
+
+    >>> list(enumerate(seasons, start=1))
+    [(1, 'Spring'), (2, 'Summer'), (3, 'Fall'), (4, 'Winter')]
+
+
+.. _python-iterator:
+
+شی تکرارکننده (iterator)
+----------------------------------------------
+
+در این بخش قصد داریم با مفهوم iterator (تکرارکننده) در پایتون آشنا شویم. برای این منظور بهتر است ابتدا مفهوم iterable (تکرارپذیر) را بدانیم.
+
+تمام انواع دنباله یک iterable هستند؛ در واقع به اشیایی با این قابلیت که بتوان در هر لحظه یک عضو درون آن را دستیابی نمود iterable گفته می‌شود. اکثر انواع آماده شی که در پایتون می‌شناسیم یک iterable است؛ انواع شی رشته، لیست، توپِل، دیکشنری، range ،zip یا یک شی فایل (file) و هر شی از کلاسی که خودتان به همراه متد‌ ویژه ``()__iter__`` تعریف نمایید یک iterable هستند [`ویکی‌پایتون <https://wiki.python.org/moin/Iterator>`__]. 
+
+در آینده پس از مطالعه دروس مربوط به شی گرایی (هفدهم تا بیست و دوم) قادر به ساخت کلاس و استفاده از متدهای ویژه در پایتون خواهید بود. در آن زمان می توانید خود با پیاده‌سازی متد ویژه ``()__next__`` یک شی iterator ایجاد نمایید. اما در این مرحله ما فرآیند ایجاد را با یک ماژول از کتابخانه استاندارد پایتون پیش خواهیم برد.
+
+می‌توان یک شی iterator را تنها با استفاده از تابع آماده ``()iter`` [`اسناد پایتون <https://docs.python.org/3/library/functions.html#iter>`__] ایجاد کرد. این تابع یک شی iterable را به عنوان آرگومان دریافت می‌کند و یک شی iterator از آن بر می‌گرداند::
+
+
+    >>> L = [1, 2, 3, 4, 5]
+    >>> type(L)
+    <class 'list'>
+
+    >>> itr = iter(L)
+
+    >>> type(itr)
+    <class 'list_iterator'>
+
+::
+
+    >>> t = (1, 2, 3, 4, 5)
+    >>> type(t)
+    <class 'tuple'>
+
+    >>> itr = iter(t)
+
+    >>> type(itr)
+    <class 'tuple_iterator'>
+
+::
+
+    >>> s = 'python'
+    >>> type(s)
+    <class 'str'>
+
+    >>> itr = iter(s)
+
+    >>> type(itr)
+    <class 'str_iterator'>
+
+::
+
+    >>> d = {'name': 'Bob', 'age': 40}
+    >>> type(d)
+    <class 'dict'>
+
+    >>> itr = iter(d)
+
+    >>> type(itr)
+    <class 'dict_keyiterator'>
+
+یک شی iterator این قابلیت را دارد که می‌توان عضوهای درون آن را یکی یکی با استفاده از متد ``()__next__`` پیمایش کرد؛ این متد در بار نخستِ فراخوانی عضو یکم شی و در دفعات بعدی فراخوانی به ترتیب عضوهای بعدی را برمی‌گرداند::
+
+    >>> L = [1, 2, 3, 4, 5]
+    >>> itr = iter(L)
+
+::
+
+    >>> itr.__next__()
+    1
+    >>> itr.__next__()
+    2
+    >>> itr.__next__()
+    3
+
+با فراخوانی پی در پی این متد و رسیدن به انتهای پیمایش؛ زمانی که دیگر عضوی برای برگرداندن وجود ندارد یک خطا - البته درست این است که بگوییم یک استثنا (Exception) - با نام ``StopIteration`` گزارش می‌گردد::
+
+    >>> itr.__next__()
+    4
+    >>> itr.__next__()
+    5
+    >>> itr.__next__()
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+    StopIteration
+
+این دقیقا همان کاری است که در دستور ``for`` به انجام می‌رسد. زمانی که از یک دنباله برای پیمایش در این دستور استفاده می‌کنید؛ ``for`` در پشت صحنه آن را به یک iterator تبدیل و سپس پیمایش یک به یک عضوها را آغاز می‌کند. در هر لحظه‌ که ``StopIteration`` رخ دهد، متوجه پایان دنباله شده و تکرار حلقه را پایان می‌بخشد.
+
+
+با استفاده از ماژول ``itertools`` می‌توانید iterator های بی‌نهایت (Infinite) یا بدون توقف ایجاد نمایید. برای نمونه تابع ``cycle`` درون این ماژول، شی iterator ای می‌سازد که در انتهای پیمایش متوقف نمی‌شود و از نو به ابتدای شی برگشته و عضو یکم را برمی‌گرداند::
+
+    >>> import itertools
+
+    >>> L = [1, 2, 3, 4, 5]
+
+    >>> itr = itertools.cycle(L)
+
+    >>> type(itr)
+    <class 'itertools.cycle'>
+
+    >>> itr.__next__()
+    1
+    >>> itr.__next__()
+    2
+    >>> itr.__next__()
+    3
+    >>> itr.__next__()
+    4
+    >>> itr.__next__()
+    5
+    >>> itr.__next__()
+    1
+    >>> itr.__next__()
+    2
+
+این ماژول شامل تابع‌های کاربردی بسیاری است که برای مطالعه بیشتر می‌توانید به صفحه آن در `اسناد پایتون <https://docs.python.org/3/library/itertools.html>`__ مراجعه نمایید.
+
+
+
+|
+
+----
+
+:emoji-size:`😊` امیدوارم مفید بوده باشه
+
+
diff --git a/source/lessons/l10-input-print-and-files-in-python.rst b/source/lessons/l10-input-print-and-files-in-python.rst
index 9775a05..15b91f6 100644
--- a/source/lessons/l10-input-print-and-files-in-python.rst
+++ b/source/lessons/l10-input-print-and-files-in-python.rst
@@ -1,732 +1,732 @@
-.. role:: emoji-size
-
-.. meta::
-   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس دهم: فایل، ورودی و خروجی (I/O) در پایتون
-
-.. _lesson-10: 
-
-درس ۱۰: فایل، ورودی و خروجی (I/O) در پایتون
-======================================================
-
-.. figure:: /_static/pages/10-python-input-output-file.jpg
-    :align: center
-    :alt: فایل، ورودی و خروجی در پایتون - input, print, file
-    :class: page-image
-
-    Photo by `Mr Cup / Fabien Barral <https://unsplash.com/photos/o6GEPQXnqMY>`__
-  
-
-
-موضوع این درس به چگونگی دریافت ورودی از کاربر حالت تعاملی، خواندن و پردازش فایل‌ها و همچنین نوشتن در فایل اختصاص یافته است؛ بر همین اساس در متن درس به بررسی شی فایل پایتون و تابع‌های آماده ``()print`` و ``()input`` پرداخته و همچنین در پایان برخی ساختارهای رایج در ذخیره داده در فایل یا تبادل آن اشاره شده است.
-
-
-
-
-
-
-
-
-:emoji-size:`✔` سطح: مقدماتی
-
-----
-
-.. contents:: سرفصل‌ها
-    :depth: 2
-
-----
-
-.. _files: 
-
-فایل‌ها
---------
-
-فایل‌ها (Files) جزو منابع منطقی کامپیوتر به شمار می‌روند، توسط سیستم عامل مدیریت می‌شوند و امکانی برای نگهداری طولانی مدت از اطلاعات می‌باشند. فایل‌ها در واقع بیت‌هایی متوالی از صفر و یک هستند که بر روی دیسک ذخیره گشته‌اند و معمولا در دو قالب جداگانه: 
-
-* «فایل‌‌ باینری» (binary file) - مانند: فایل‌های ویدئو، فایل‌های تصویر، فایل zip، فایل بایت‌کد پایتون و... 
-* «فایل‌ متنی» (text file) - مانند: فایل HTML، فایل ماژول پایتون و...  
-
-شناخته می‌شوند.
-
-همانطور که گفته شد فایل‌ها چیزی جز مجموعه‌ای از مقدارهای باینری (یا دودویی) نیستند و فایل‌های متنی نیز در واقع یک زیر مجموعه از فایل‌های باینری است با این تفاوت که بیت‌های یک فایل متنی در کنار هم، بسته به نوع کدگذاری آن متناظر با دنباله‌ای از کاراکترهایی مشخص و قابل چاپ هستند. محتوای این نوع فایل در سطرهایی جداگانه قرار داده می‌شود و با استفاده از برنامه‌های ویرایشگر متن برای انسان خوانا می‌باشد. در یک فایل متنی با کدگذاری ASCII (اَسکی) هر هشت بیت (یک بایت) برابر یک کاراکتر می‌باشد - کدهای اسکی هفت بیتی هستند ولی در اکثر کامپیوترها برای هر کدام یک بایت در نظر گرفته می‌شود - برای نمونه کلمه Python به شکل شش بایت که هر کدام به ترتیب برابر مقدار باینری کد اسکی هر یک از این کاراکترها می‌باشد، ذخیره می‌شود. اسکی تنها از ۱۲۸ کاراکتر - از کد ۰ تا ۱۲۷ (در پایه ده) - پشتیبانی می‌کند و به همین دلیل امروزه بیشتر از کدگذاری‌های استاندارد Unicode (یونیکد) استفاده می‌گردد. در یونیکد مجموعه بسیار بزرگتری از کاراکتر نسبت به کدگذاری اسکی پشتیبانی می‌شود به گونه‌ای که اسکی را نیز در برمی‌گیرد؛ برای نمونه در کدگذاری UTF-8 از این استاندارد، ۱۲۸ کد نخست (از کد ۰ تا ۱۲۷) برابر کد همان ۱۲۸ کاراکتر اسکی می‌باشد. کدگذاری UTF-8 کاراکترهای یونیکد را در یک دنباله بایت با طول متغیر (۱ تا ۴ بایت) ارايه می‌دهد؛ در این کدگذاری برای کاراکترهای اسکی تنها یک بایت در نظر گرفته می‌شود.
-
-در یک فایل باینری وجود سطر مفهومی ندارد و بایت‌های آن ممکن است داده‌هایی را نمایش دهند که نمی‌توان آن‌ها را توسط هیچ یک از کدگذاری‌های کاراکتر (UTF-8 ،ASCII و...) چاپ کرد یا حتی ممکن است در صورت چاپ آن‌ها نیز حاصل برای انسان غیر قابل فهم باشد.
-
-
-
-.. _python-open: 
-
-
-تابع open
-~~~~~~~~~~~~
-
-پایتون یک نوع شی آماده برای دستیابی فایل‌ها در برنامه ارایه می‌دهد که این شی با استفاده از تابع آماده ``(open(file, mode`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#open>`__] ایجاد می‌گردد؛ آرگومان نخست یک شی رشته حاوی نام کامل فایل (نشانی + نام + پسوند) مورد نظر بر روی دیسک کامپیوتر است و آرگومان دوم نیز یک رشته با مقداری خاص است و حالتی که این فایل می‌بایست در آن باز شود را مشخص می‌سازد؛ این آرگومان اختیاری است و مقدار پیش‌فرض آن ``'r'`` می‌باشد. برای نمونه به کدهای پایین که با یکدیگر معادل هستند توجه نمایید::
-
-    >>> f = open('/home/saeid/Documents/sample.txt')
-
-::
-
-    >>> f = open('/home/saeid/Documents/sample.txt', 'r')
-
-::
-
-    >>> f = open('/home/saeid/Documents/sample.txt', mode='r')
-
-مسیر نمونه فایل بالا بر اساس سیستم فایل لینوکس درج شده است که در ویندوز برای مثال می‌تواند به یکی از دو شکل پایین درج گردد:
-
-.. code-block:: html
-
-    r'C:\Users\Saeid\Documents\sample.txt'
-
-.. code-block:: html
-
-    'C:\\Users\\Saeid\\Documents\\sample.txt'
-
-آرگومان file را می‌توان تنها با نام خالی فایل و بدون ذکر مسیر آن مقداردهی کرد؛ در این صورت مفسر پایتون مسیر دایرکتوری جاری را برای آن در نظر می‌گیرد. با استفاده از تابع ``()getcwd`` از ماژول ``os``  [`اسناد پایتون <http://docs.python.org/3/library/os.html#os.getcwd>`__] می‌توانیم مسیر دایرکتوری جاری برنامه را به دست آوریم. [در درس بعد بیشتر درباره این ماژول صحبت خواهیم کرد]::
-
-    >>> import os
-
-    >>> os.getcwd()
-    '/home/saeid'
-
-آرگومان mode نیز بر حسب نیاز می‌تواند یکی از مقدارهای پایین را داشته باشد:
-
-
-* ``'r'``: فایل در قالب متنی تنها به منظور خواندن از آن باز می‌شود و اشاره‌گر در ابتدای آن قرار می‌گیرد. چنانچه فایلی با این نام موجود نباشد یک خطا (یا استثنا) FileNotFoundError گزارش می‌گردد. معادل ``'rt'``
-* ``'w'``: فایل در قالب متنی تنها به منظور نوشتن در آن باز می‌شود؛ متن درون آن (در صورت وجود) پاک می‌شود و اشاره‌گر در ابتدای آن قرار می‌گیرد. چنانچه فایلی با این نام موجود نباشد، ابتدا ایجاد و سپس باز می‌شود. معادل ``'wt'``
-* ``'a'``: فایل در قالب متنی تنها به منظور افزودن متنی در انتهای متن موجود در آن باز می‌شود؛ اشاره‌گر در انتهای فایل قرار دارد. چنانچه فایلی با این نام موجود نباشد، ابتدا ایجاد و سپس باز می‌شود. معادل ``'at'``
-* ``'x'``: فقط در پایتون exclusive creation) - 3x) فایل در قالب متنی ایجاد و به منظور نوشتن در آن باز می‌شود؛ چنانچه این فایل از پیش موجود باشد یک خطا (یا استثنا) FileExistsError گزارش می‌گردد. معادل ``'xt'``
-* ``'rb'`` و ``'wb'`` و ``'ab'`` و ``'xb'``: همان توضیح گزینه‌های مشابه بالا را دارند ولی با این تفاوت که برای کار با فایل‌هایی در قالب باینری استفاده می‌شوند.
-* ``'+r'``: فایل در قالب متنی به منظور **خواندن و نوشتن** باز می‌شود و اشاره‌گر در ابتدای آن قرار می‌گیرد. چنانچه فایلی با این نام موجود نباشد یک خطا (یا استثنا) FileNotFoundError گزارش می‌گردد. توجه داشته باشید که در این حالت عمل نوشتن از همان ابتدای فایل، باعث جایگزین شدن متن جدید با متن حاضر می‌شود. معادل ``'+rt'`` یا ``'r+t'``
-* ``'+w'``: فایل در قالب متنی به منظور **نوشتن و خواندن** باز می‌شود؛ متن درون آن (در صورت وجود) پاک می‌شود و اشاره‌گر در ابتدای آن قرار می‌گیرد. چنانچه فایلی با این نام موجود نباشد، ابتدا ایجاد و سپس باز می‌شود. معادل ``'+wt'`` یا ``'w+t'``
-* ``'+a'``: فایل در قالب متنی به منظور افزودن متنی در انتهای متن موجود در آن و همچنین خواندن باز می‌شود؛ اشاره‌گر در انتهای فایل قرار دارد. چنانچه فایلی با این نام موجود نباشد، ابتدا ایجاد و سپس باز می‌شود. معادل ``'+at'`` یا ``'a+t'``
-* ``'+x'``: فقط در پایتون 3x - فایل در قالب متنی ایجاد و به منظور نوشتن و خواندن باز می‌شود؛ چنانچه این فایل از پیش موجود باشد یک خطا (یا استثنا) FileExistsError گزارش می‌گردد. معادل ``'+xt'`` یا ``'x+t'``
-* ``'+rb'`` یا ``'r+b'`` و ``'+wb'`` یا ``'w+b'`` و ``'+ab'`` یا ``'a+b'`` و ``'+xb'`` یا ``'x+b'``: همان توضیح گزینه‌های مشابه بالا را دارند ولی با این تفاوت که برای کار با فایل‌هایی در قالب باینری استفاده می‌شوند.
-* ``'rU'``: خواندن یک فایل متنی با پشتیبانی از Universal Newline. معادل ``'rtU'``
-* ``'rbU'``: خواندن یک فایل باینری با پشتیبانی از Universal Newline.
-
-
-که در آن‌ها:
-
-* ``r``: خواندن (read)
-* ``w``: نوشتن (write)
-* ``a``: درج در انتها (appending)
-* ``t``: تعیین قالب متنی (text) برای فایل مورد نظر؛ قالب پیش‌فرض است و نیازی به درج آن نیست
-* ``b``: تعیین قالب باینری (binary) برای فایل مورد نظر
-* ``+``: فایل به منظور بروز رسانی (updating) باز می‌شود
-* ``U``: حالت Universal Newline
-
-در قرارداد سیستم‌های عامل گوناگون از رشته‌های مختلفی - که می‌تواند از یک یا چند کاراکتر تشکیل شده باشد - برای نشانه‌گذاری انتهای سطرهای یک فایل متنی استفاده شده است؛ برای نمونه در ویندوز از CRLF (یا ``'r\n\'``) و در گنولینوکس از LF (یا ``'n\'``) استفاده می‌شود. شی فایل پایتون به صورت پیش‌فرض از همان قرارداد سیستم عامل میزبان برای تعیین رشته Newline خود استفاده می‌کند؛ ولی چنانچه قصد دارید در پایتون فایلی با قرارداد سیستم عامل دیگری را به منظور خواندن باز نمایید می‌بایست این کار را در حالت Universal Newline انجام دهید. در این حالت به هنگام خواندن از یک فایل، پایتون تمام رشته‌های Newline موجود در فایل را به کاراکتر ``'n\'`` نگاشت می‌کند [`PEP 278 <http://www.python.org/dev/peps/pep-0278/>`_]؛ دستور ``os.linesep`` [`اسناد پایتون <http://docs.python.org/3/library/os.html#os.linesep>`__] رشته Newline سیستم عامل میزبان را برمی‌گرداند::
-
-    >>> import os
-
-    >>> os.linesep  # GNU/Linux
-    '\n'
-
-
-باز کردن یک فایل به منظور خواندن از آن حکم یک منبع ورودی (input) و باز کردن یک فایل به منظور نوشتن در آن حکم یک منبع خروجی (output) را در برنامه دارد.
-
-*تابع ()open آرگومان‌های اختیاری دیگری نیز دارد که برای بررسی آن‌ها می‌توانید به اسناد پایتون مراجعه نمایید.*
-
-
-.. _python-file-object-methods: 
-
-متدهای شی فایل پایتون
-~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-
-* ``(write(string``: یک شی از نوع ``str`` یا ``bytes`` را دریافت می‌کند و آن را درون شی فایل مورد نظر می‌نویسد::
-
-      >>> text = '1) Python\n2) Programming\n3) Language\n'
-
-      >>> print(text)
-      1) Python
-      2) Programming
-      3) Language
-
-      >>> 
-
-      >>> type(text)
-      <class 'str'>
-
-  ::
-
-      >>> output = open('textfile.txt', 'w')
-      >>> output.write(text)
-      37
-      >>> output.close()
-
-  *متد write تعداد کاراکترهایی که می‌نویسد را برمی‌گرداند.*
-
-  ::
-
-      >>> output = open('binaryfile.bin', 'wb')
-      >>> output.write(text)
-      Traceback (most recent call last):
-        File "<stdin>", line 1, in <module>
-      TypeError: a bytes-like object is required, not 'str'
-
-  *نمی‌توان از شی str برای نوشتن در فایلی که در حالت باینری باز شده است استفاده کرد.*
-
-  ::
-
-      >>> data = '1) Python\n2) Programming\n3) Language\n'
-
-      >>> # Convert str to bytes
-      >>> bdata = bytes(data, 'utf-8')
-
-      >>> bdata
-      b'1) Python\n2) Programming\n3) Language\n'
-
-      >>> type(bdata)
-      <class 'bytes'>
-
-
-      >>> output = open('binaryfile.bin', 'wb')
-      >>> output.write(bdata)
-      37
-      >>> output.close()
-
-  در رفتار گنولینوکس تفاوتی بین حالت متنی و باینری وجود ندارد؛‌ اکنون اگر هر دو فایل textfile.txt و binaryfile.bin را (در گنولینوکس) توسط برنامه ویرایشگر متن باز نمایید، خواهید دید که محتوای این دو فایل مشابه یکدیگر نمایش داده می‌شوند.
-
-  *در گنولینوکس، باز کردن فایل textfile.txt توسط یک برنامه ویرایشگر متن:*
-
-  .. code-block:: html
-      :linenos:
-
-      1) Python
-      2) Programming
-      3) Language
-
-  *در گنولینوکس، باز کردن فایل binaryfile.bin توسط یک برنامه ویرایشگر متن:*
-
-  .. code-block:: html
-      :linenos:
-
-      1) Python
-      2) Programming
-      3) Language
-
-  ولی در ویندوز به هنگام حالت متنی، اگر یک فایل را به منظور خواندن باز نمایید کاراکترهای ``'n\'`` موجود در آن به شکل  ``'r\n\'`` برگردانده می‌شوند و اگر که یک فایل را به منظور نوشتن باز کنید، هر بار رشته ``'r\n\'`` به جای ``'n\'`` نوشته می‌شود. در حالت باینری این کارها انجام نمی‌شود.
-
-  *اگر دستورهای یاد شده را در ویندوز اجرا نماییم؛ دو فایل مورد نظر با محتوای پایین توسط برنامه ویرایشگر متن نمایش داده خواهند شد.* 
-
-  *در ویندوز، باز کردن فایل textfile.txt:*
-
-  .. code-block:: html
-      :linenos:
-
-      1) Python
-      2) Programming
-      3) Language
-
-  *در ویندوز، باز کردن فایل binaryfile.bin:*
-
-  .. code-block:: html
-      :linenos:
-
-      1) Python2) Programming3) Language
-
-
-* ``()close``: پس از پایان کار با هر فایل، می‌بایست آن را ببندید؛ این متد فایل باز شده را می‌بندد. شی فایل مورد نظر پس از فراخوانی این متد، هیچ متد دیگری را نمی‌تواند فراخوانی کند.
-
-  زمانی که شمارش ارجاع به یک شی فایل به صفر برسد یا وقتی متغیر فایل به شی فایل دیگری اشاره کند، پایتون شی قبلی را به صورت خودکار می‌بندد؛ ولی همیشه بهتر است که بستن فایل به صورت صریح توسط برنامه‌نویس انجام شود.
-
-  همچنین برای بررسی اینکه یک فایل باز است یا اینکه بسته شده است می‌توانید از صفت ``closed`` استفاده نمایید؛ این صفت در صورتی که فایل بسته شده باشد حاوی مقدار ``True`` می‌باشد::
-
-      >>> f.closed
-      False
-
-      >>> f.close()
-
-      >>> f.closed
-      True
-
-
-* ``()read``: تمام محتوای فایل را می‌خواند و در قالب یک شی از نوع ``str`` (برای فایل‌های متنی) یا ``bytes`` (برای فایل‌های باینری) برمی‌گرداند::
-
-    >>> input = open('textfile.txt')
-
-    >>> content = input.read()
-
-    >>> input.close()
-
-    >>> type(content)
-    <class 'str'>
-
-    >>> content
-    '1) Python\n2) Programming\n3) Language\n'
-
-    >>> print(content)
-    1) Python
-    2) Programming
-    3) Language
-
-    >>> 
-
-  ::
-
-      >>> # Reading a binary file
-
-      >>> input = open('binaryfile.bin', 'rb')
-
-      >>> content = input.read()
-
-      >>> input.close()
-
-      >>> type(content)
-      <class 'bytes'>
-
-      >>> content
-      b'1) Python\n2) Programming\n3) Language\n'
-
-      >>> print(content)
-      b'1) Python\n2) Programming\n3) Language\n'
-      >>>
-
-  این متد یک آرگومان اختیاری نیز دارد؛ این آرگومان یک عدد صحیح است که تعداد کاراکتر (یا بایت) که می‌بایست از فایل خوانده و برگردانده شوند را تعیین می‌کند::
-
-      >>> f = open('textfile.txt')
-
-      >>> f.read(5)
-      '1) Py'
-
-      >>> f.read(5)
-      'thon\n'
-
-      >>> f.read(10)
-      '2) Program'
-
-      >>> f.read(4)
-      'ming'
-
-      >>> f.read(1)
-      '\n'
-
-      >>> f.close()
-
-  به نمونه کد بالا توجه نمایید؛ هنگامی که فایل در حالت (rt) باز شده است اشاره‌گر در ابتدای فایل قرار گرفته **و با هر میزان خواندن از فایل، موقعیت اشاره‌گر نیز به جلو حرکت داشته است.**
-
-  |
-
-* ``()readline``: در هر فراخوانی یک سطر از فایل - تا رشته Newline - را برمی‌گرداند::
-
-    >>> f = open('textfile.txt')
-
-    >>> f.readline()
-    '1) Python\n'
-
-    >>> f.readline()
-    '2) Programming\n'
-
-    >>> f.readline()
-    '3) Language\n'
-
-    >>> f.readline()
-    ''
-
-    >>> f.close()
-
-
-
-* ``()readlines``: تمام سطرهای یک فایل را در قالب یک شی لیست بر می‌گرداند::
-
-    >>> f = open('textfile.txt')
-
-    >>> cl = f.readlines()
-
-    >>> cl
-    ['1) Python\n', '2) Programming\n', '3) Language\n']
-
-    >>> cl[1]
-    '2) Programming\n'
-
-    >>> f.close()
-
-* ``(writelines(list``: یک شی لیست که تمام اعضای آن از نوع str هستند را به عنوان آرگومان گرفته و اعضای آن را به ترتیب در فایل مورد نظر می‌نویسد::
-
-
-    >>> L = ['a', 'b', 'c', 'd\n', 'e']
-
-    >>> f = open('tf.txt', 'w')
-    >>> f.writelines(L)
-    >>> f.close()
-
-  *حاصل کد بالا؛ باز کردن فایل tf.txt توسط یک برنامه ویرایشگر متن:*
-
-  .. code-block:: html
-      :linenos:
-
-      abcd
-      e
-
-* ``(seek(offset``: آرگومان offset یک عدد صحیح است و این متد موقعیت اشاره‌گر فایل را به آن offset نسبت به ابتدای فایل تغییر می‌دهد::
-
-    >>> f = open('textfile.txt')
-
-    >>> f.seek(3)
-    3
-
-    >>> f.read(6)
-    'Python'
-
-    >>> f.close()
-
-* ``()flush``: باعث ذخیره محتوای بافر در فایل می‌شود.
-
-  هنگامی که فایلی را به منظور نوشتن باز می‌کنید، تا پیش از زمان بستن فایل هر آنچه در آن می‌نویسید در بافر قرار داده می‌شود. فراخوانی این متد کمک می‌کند تا بدون بستن فایل، اطلاعات از بافر به فایل منتقل گردند.
-
-.. rubric:: دستور ``for`` 
-
-از تابع ``()open`` نیز می‌توان در حلقه ``for`` استفاده کرد؛ در این صورت در هر بار تکرار سطرهای فایل پیمایش می‌شوند::
-
-    >>> for line in open('textfile.txt'):
-    ...     print(line, end='')
-    ... 
-    1) Python  
-    2) Programming   
-    3) Language  
-    >>> 
-
-از آنجا که متن درون فایل خود حاوی Newline (در اینجا: ``'n\'``) است، آرگومان ``end`` تابع ``()print`` را برای جلوگیری از درج ``'n\'`` در انتهای هر سطر تغییر دادیم [در بخش print درباره آرگومان end صحبت خواهیم کرد].
-
-
-.. _python-with-as: 
-
-دستور ``with/as`` 
-~~~~~~~~~~~~~~~~~~~
-
-یک دستور مرکب است که از اشیایی که با نوع ”Context Manager“ [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#typecontextmanager>`__] در پایتون شناخته می‌شوند، پشتیبانی می‌کند [`PEP 343 <http://www.python.org/dev/peps/pep-0343/>`_]. برخی از اشیا در پایتون - به مانند شی فایل - قابلیتی با نام ”Context Manager“ دارند؛ برای پیاده سازی این قابلیت، کلاس شی مورد نظر می‌بایست حاوی دو متد ویژه ``()__enter__`` و ``()__exit__`` باشد که به ترتیب در زمان‌های «ورود به» و «خروج از» بدنه دستور ``with/as`` فراخوانی می‌شوند. [این نوع شی به صورت کامل‌تر توسط درس بیست و یکم برسی خواهد شد.]
-
-دستور ``with/as`` ساختاری مشابه پایین دارد:
-
-.. code-block:: html
-
-    with expression as variable:
-        statement(s)
-
-
-در این ساختار، expression نماد بخشی از دستور است که یک شی از نوع Context Manager را برمی‌گرداند؛ این شی با استفاده از کلمه کلیدی ``as`` به یک متغیر ارجاع داده می‌شود. برای نمونه ساختار ``with/as`` مربوط به یک شی فایل در پایین نوشته شده است::
-
-    with open('textfile.txt', 'w') as output:
-        output.write('text')
-
-پس از ایجاد شی فایل، این شی می‌بایست وارد اجرای دستور ``with/as`` شود؛ ``with/as`` این کار را با فراخوانی متد ``()__enter__`` انجام می‌دهد. در واقع این متد همان شی فایل ایجاد شده را برمی‌گرداند که در ادامه توسط ``as`` به متغیر output ارجاع داده می‌شود. همچنین با استفاده از این ساختار دیگر نیازی به فراخوانی متد ``()close`` برای شی فایل نمی‌باشد؛ چرا که این کار پس از پایان دستورهای بدنه با فراخوانی شدن متد ``()__exit__`` توسط ``with/as`` به انجام می‌رسد؛ در واقع ``with/as`` بستن فایل را در پایان اجرای دستورهای بدنه خود تضمین می‌کند. همچنین در این ساختار چنانچه هنگام کار با فایل خطایی (یا استثنایی) رخ دهد، پیش از گزارش آن، ابتدا فایل بسته خواهد شد. 
-
-
-توجه داشته باشید که یک شی فایل همیشه باید بسته شود؛ در مواقعی که قصد استفاده از حلقه ``for`` برای یک شی فایل را دارید بهتر است از آن درون ساختار ``with/as`` بهره بگیرید:
-
-.. code-block:: python
-
-    with open('textfile.txt') as f:
-        for line in f:
-            print(line)
-
-از دستور ``with/as`` می‌توان به شکل تودرتو نیز بهره گرفت:
-
-.. code-block:: html
-
-    with A() as a:
-        with B() as b:
-            statements
-
-همچنین از نسخه 3.1 به بعد پایتون سینتکس جدیدی افزوده شده است که توسط آن می‌توان همزمان از چند Context Manager بهره گرفت:
-
-.. code-block:: html
-
-    with A() as a, B() as b:
-        statements
-
-به مانند نمونه کد پایین که دو فایل را باز می‌کند؛ از یکی می‌خواند و برخی از سطرهای آن را در فایل دیگر می‌نویسد::
-
-    with open('data') as fin, open('res', 'w') as fout:
-        for line in fin:
-            if 'key' in line:
-                fout.write(line)
-
-.. _python-standard-file-objects: 
-
-شی فایل استاندارد
--------------------
-سه نوع شی فایل توسط مفسر پایتون ایجاد می‌گردد که هر سه آن‌ها توسط ماژول ``sys`` در دسترس هستند: 
-
-* ``sys.stdin``: ورودی استاندارد [`اسناد پایتون <http://docs.python.org/3/library/sys.html#sys.stdin>`__]؛ برای دستیابی تمامی ورودی‌ها در حالت تعاملی پایتون - مانند فراخوانی تابع ``()input`` - از این شی استفاده می‌گردد.
-* ``sys.stdout``: خروجی استاندارد [`اسناد پایتون <http://docs.python.org/3/library/sys.html#sys.stdout>`__]؛ توسط ``print`` مورد استفاده قرار می‌گیرد.
-* ``sys.stderr``: خطا استاندارد [`اسناد پایتون <http://docs.python.org/3/library/sys.html#sys.stderr>`__]؛ شی‌ای است که خطاها را دریافت می‌کند.
-
-نه همیشه ولی می‌توان منبع ``sys.stdin`` را صفحه‌کلید کامپیوتر و منبع ``sys.stdout`` و ``sys.stderr`` را نیز صفحه‌نمایش در نظر گرفت.
-
-
-.. _python-input: 
-
-تابع ()input
---------------
-
-از این تابع در پایتون برای گرفتن ورودی از کاربر - در حالت تعاملی - استفاده می‌گردد که در نسخه جدید تغییراتی با نسخه قدیمی ایجاد شده است.
-
-
-
-تابع ``()input`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#input>`__] یک سطر از کاربر را می‌خواند و در قالب یک شی از نوع ``str`` برمی‌گرداند::
-
-    >>> s = input()
-
-با اجرا دستور، مفسر پایتون منتظر ورود متن می‌ماند - در این نمونه متن Hello Python با استفاده از صفحه‌کلید، تایپ می‌شود - سپس با فشردن کلید Enter، پایان ورود داده اعلام و سپس مفسر پایتون تمام کاراکترهای دریافتی را در قالب یک شی رشته - نوع ``str`` - به متغیر ``s`` ارجاع می‌دهد::
-
-
-    >>> s
-    'Hello Python'
-    >>> type(s)
-    <type 'str'>
-
-همچنین می‌توان متنی را برای مشاهده کاربر به صورت آرگومان در فراخوانی تابع قرار داد::
-
-    >>> s = input("What's your name? ")
-    What's your name? Alan
-
-    >>> s
-    'Alan'
-
-::
-
-    >>> s = input("How old are you? ")
-    How old are you? 41
-
-    >>> s
-    '41'
-    >>> type(s)
-    <type 'str'>
-
-اکنون زمان خوبی است تا با یکی دیگر از تابع‌های آماده در پایتون آشنا شویم. ``()eval`` [`اسناد پایتون <https://docs.python.org/3/library/functions.html#eval>`__] تابع آماده دیگری در پایتون است که یک شی رشته را دریافت و متن آن را به شکل کد پایتون تفسیر می‌کند::
-
-
-    >>> x = 1
-    >>> y = eval('x + 1')
-    >>> y
-    2
-    >>> type(y)
-    <type 'int'>
-
-به نمونه کدهای پایین نیز توجه نمایید::
-
-    >>> eval("9 // 2")
-    4
-
-    >>> eval("9 /// 2")
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-      File "<string>", line 1
-        9 /// 2
-            ^
-    SyntaxError: invalid syntax
-    >>>
-
-
-::
-
-    >>> a = '32'
-    >>> type(a)
-    <type 'str'>
-
-    >>> b = eval(a)
-
-    >>> b
-    32
-    >>> type(b)
-    <type 'int'>
-
-::
-
-    >>> print eval("__import__('os').getcwd()")
-    /home/saeid
-
-تابع ``()__import__`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#__import__>`__] عملکردی برابر با دستور ``import`` دارد ولی با این تفاوت که می‌توان از آن به شکلی پویا در طی اجرای برنامه برای وارد کردن ماژول‌های گوناگون استفاده نمود؛ در این حالت نام یک ماژول حتی می‌تواند به شکل یک متغیر در آرگومان تابع قرار بگیرد.
-
-
-برای تفریح، اکنون می‌توانید تنها با یک خط کد پایین یک ماشین‌حساب ساده ایجاد کنید :)
-
-::
-
-
-    print(eval(input("Type your formula: ")))
-
-
-::
-
-    Type your formula: 2 * 5 + 30 / 2
-    25.0
-
-
-
-.. _python-print: 
-
-تابع ()print
---------------
-
-پیش‌تر با تابع ``()print`` پایتون آشنا هستیم ولی در اینجا می‌خواهیم کمی بیشتر آن را بررسی نماییم. این تابع [`اسناد پایتون <http://docs.python.org/3/library/functions.html#print>`__]؛ الگویی به شکل پایین دارد::
-
-    print(*objects, sep=' ', end='\n', file=sys.stdout, flush=False)
-
-* ``objects*``: بیانگر اشیایی است می‌خواهیم در خروجی قرار بدهیم. که می‌تواند هیچ باشد - که برابر نمایش یک سطر خالی است - یا اینکه می‌تواند یک یا چند شی - که در این صورت اشیا می‌بایست توسط یک کاما ``,`` از یکدیگر جدا شوند - را در برگیرد::
-
-    >>> print()
-
-    >>> 
-
-
-  ::
-
-      >>> s = 'Python'
-
-      >>> print(s)
-      Python
-
-      >>> print(s, '3x')
-      Python 3x
-
-      >>> print(4 * 5 / 2, 3 * 3)
-      10.0 9
-
-
-* ``sep``: رشته‌ای که می‌بایست بین اشیا قرار گیرد را تعیین می‌کند. مقدار این آرگومان در حالت پیش‌فرض یک حرف فاصله (یک کلید Space) است. مقدار ارسالی به این آرگومان می‌بایست یک شی رشته یا ``None`` باشد::
-
-    >>> print(s, '3x', sep='-')
-    Python-3x
-
-    >>> print(s, '3x', sep=None)
-    Python 3x
-
-* ``end``: رشته‌ای که می‌بایست در انتهای هر سطر قرار گیرد را تعیین می‌کند. مقدار این آرگومان در حالت پیش‌فرض ``'n\'`` است. مقدار ارسالی به این آرگومان می‌بایست یک شی رشته یا ``None`` باشد::
-
-    >>> for a in range(5):
-    ...     print(a)
-    ... 
-    0
-    1
-    2
-    3
-    4
-    >>> 
-
-
-    >>> for a in range(5):
-    ...     print(a, end=' ')
-    ... 
-    0 1 2 3 4 >>> 
-
-
-* ``file``: خروجی را تعیین می‌کند که می‌بایست یک شی به همراه متد ``(write(string`` درون کلاس خود، باشد. این آرگومان به صورت پیش‌فرض بر روی خروجی استاندارد مقداردهی شده است. این تابع قابلیت استفاده در حالت باینری فایل‌ها را **ندارد**::
-
-     >>> output = open('textfile.txt', 'w')
-
-     >>> print('Hi :)', file=output)
-
-     >>> output.close()
-
-
-* ``flush``: این آرگومان از نسخه 3.3 به تابع ``()print`` پایتون افزوده شده است. هنگامی که خروجی بر روی یک فایل قرار گرفته باشد؛ با تنظیم این گزینه بر روی مقدار ``True``، عمل انتقال متن به فایل بدون اتلاف وقت انجام می‌پذیرد.
-
-
-.. _standard-data-exchange-formats: 
-
-ساختارهای ذخیره و تبادل داده
------------------------------
-
-اکنون با ذخیره اطلاعات بر روی فایل و خواندن آن‌ها با استفاده از زبان برنامه‌نویسی پایتون آشنا شده‌اید. زمان‌های بسیاری پیش خواهد آمد که برنامه‌نویس نیاز دارد داده‌ای را بر روی فایل بنویسد یا داده‌هایی مانند پارامترهای پیکربندی نیز از فایل‌ها در طول اجرای برنامه بخواند. شما در برنامه خود از هر ساختاری می‌توانید برای ذخیره اطلاعات استفاده کنید ولی در علم رایانش به مرور زمان ساختارهای استانداردی برای این منظور تعریف شده است. علاوه بر سهولت در کار با فایل‌ها و امکان استفاده از بسیاری از ابزارهای از پیش‌آماده برای پردازش این دست از فایل‌ها، پیروی از این ساختارها به همگام‌سازی برنامه شما با دیگر برنامه‌ها کمک می‌کند چرا که این ساختارها همانند یک زبان مشترک برای تبادل اطلاعات هستند، یک استاندارد برای کار با داده‌هایی که نیاز به تبادل یا ذخیره به شکل یک فایل را دارند. در ادامه  به معرفی برخی از این ساختارهای رایج خواهیم پرداخت.
-
-
-.. _file-formats-xml: 
-
-XML
-~~~~~~
-
-ساختار Extensible Markup Language  یا همان XML [`ویکی‌پدیا <https://en.wikipedia.org/wiki/XML>`__] یکی از با سابقه‌ترین نوع از ساختار تبادل داده در علم رایانش است. این ساختار بر اساس node یا elementهای تو در تو ایجاد می‌گردد. از این ساختار بیشتر برای ذخیره پارامترهای پیکربندی یا تبادل داده در برخی پرتکل‌ها به مانند SOAP [`ویکی‌پدیا <https://en.wikipedia.org/wiki/SOAP>`__] استفاده می‌شود. به نمونه فایل زیر توجه نمایید::
-
- <students>
-    <student>
-        <name>John</name>
-        <family>Doe</family>
-        <age>21</age>
-        <gender>Male</gender>
-        <final_grade>87</final_grade>
-    </student>
-    <student>
-        <name>Jane</name>
-        <family>Smith</family>
-        <age>19</age>
-        <gender>Female</gender>
-        <final_grade>95</final_grade>
-    </student>
-    <student>
-        <name>Tom</name>
-        <family>Lee</family>
-        <age>20</age>
-        <gender>Male</gender>
-        <final_grade>78</final_grade>
-    </student>
- </students>
-
-در این مثال اطلاعات مربوط به سه دانش آموز سازماندهی شده است. XML از elementهای تودرتو ایجاد می‌گردد، هر element شروع ``<element_name>`` و پایان ``<element_name/>`` مشخصی دارد و می‌تواند حاوی یک داده یا یک (یا چند - لیست) element دیگر باشد. فضاهای خالی و نظم تورفتگی‌ها اهمیتی ندارد و تنها برای خوانایی بیشتر استفاده شده است.
-
-در پایتون می‌توان به سادگی با استفاده از ماژول ``xml.etree.ElementTree`` [`اسناد پایتون <https://docs.python.org/3/library/xml.etree.elementtree.html>`__] از کتابخانه استاندارد آن، با این نوع فایل کار کرد. البته ابزارهای دیگری نیز توسط دیگر کاربران پایتون توسعه داده شده است که در صورت نیاز یا علاقه می‌توانید با کمی جستجو آنها را بیابید.
-
-.. _file-formats-csv: 
-
-CSV
-~~~~~~
-
-ساختار Comma-Separated Values یا CSV [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Comma-separated_values>`__] داده‌ها را مانند یک جدول سازماندهی می‌کند که داده‌های موجود در هر سطر آن با استفاده از یک کاراکتر کاما یا ``,`` از یکدیگر تفکیک شده‌اند. این ساختار در موارد ذخیره اطلاعات یا گزارش‌ها بر روی فایل بسیار رایج است. به نمونه فایل زیر توجه نمایید::
-
-    name,family,age,gender,final_grade
-    John,Doe,21,Male,87
-    Jane,Smith,19,Female,95
-    Tom,Lee,20,Male,78
-
-سطر یکم، سرآیند (Header) اختیاری است. 
-
-در پایتون می‌توان به سادگی با استفاده از ماژول ``csv`` [`اسناد پایتون <https://docs.python.org/3/library/csv.html>`__] از کتابخانه استاندارد آن، با این نوع فایل کار کرد. البته ابزارهای دیگری نیز توسط دیگر کاربران پایتون توسعه داده شده است که در صورت نیاز یا علاقه می‌توانید با کمی جستجو آنها را بیابید.
-
-
-.. _file-formats-json: 
-
-JSON
-~~~~~~
-
-ساختار JavaScript Object Notation  یا JSON [`ویکی‌پدیا <https://en.wikipedia.org/wiki/JSON>`__] در تبادل داده بسیار رایج است. به خصوص در پیاده‌سازی سرویس‌ها [`REST API <https://restfulapi.net/>`__]. این ساختار، داده‌ها را به شکل **کلید:مقدار** سازماندهی می‌کند و کاملا شبیه به ساختار شی دیکشنری در پایتون است. به نمونه فایل زیر توجه نمایید::
-
-
- [
-    {
-        "name": "John",
-        "family": "Doe",
-        "age": 21,
-        "gender": "Male",
-        "final_grade": 87
-    },
-    {
-        "name": "Jane",
-        "family": "Smith",
-        "age": 19,
-        "gender": "Female",
-        "final_grade": 95
-    },
-    {
-        "name": "Tom",
-        "family": "Lee",
-        "age": 20,
-        "gender": "Male",
-        "final_grade": 78
-    }
- ]
-
-همانطور که مشاهده می‌شود، هر بخش JSON کاملا شبیه به یک شی دیکشنری در پایتون است و در حالت لیست نیز مانند همان یک لیست از اشیا دیکشنری می‌باشد.
-
-
-در پایتون می‌توان به سادگی با استفاده از ماژول ``json`` [`اسناد پایتون <https://docs.python.org/3/library/json.html>`__] از کتابخانه استاندارد آن، با این نوع فایل کار کرد. البته ابزارهای دیگری نیز توسط دیگر کاربران پایتون توسعه داده شده است که در صورت نیاز یا علاقه می‌توانید با کمی جستجو آنها را بیابید.
-
-
-|
-
-----
-
-:emoji-size:`😊` امیدوارم مفید بوده باشه
-
-
+.. role:: emoji-size
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس دهم: فایل، ورودی و خروجی (I/O) در پایتون
+
+.. _lesson-10: 
+
+درس ۱۰: فایل، ورودی و خروجی (I/O) در پایتون
+======================================================
+
+.. figure:: /_static/pages/10-python-input-output-file.jpg
+    :align: center
+    :alt: فایل، ورودی و خروجی در پایتون - input, print, file
+    :class: page-image
+
+    Photo by `Mr Cup / Fabien Barral <https://unsplash.com/photos/o6GEPQXnqMY>`__
+  
+
+
+موضوع این درس به چگونگی دریافت ورودی از کاربر حالت تعاملی، خواندن و پردازش فایل‌ها و همچنین نوشتن در فایل اختصاص یافته است؛ بر همین اساس در متن درس به بررسی شی فایل پایتون و تابع‌های آماده ``()print`` و ``()input`` پرداخته و همچنین در پایان برخی ساختارهای رایج در ذخیره داده در فایل یا تبادل آن اشاره شده است.
+
+
+
+
+
+
+
+
+:emoji-size:`✔` سطح: مقدماتی
+
+----
+
+.. contents:: سرفصل‌ها
+    :depth: 2
+
+----
+
+.. _files: 
+
+فایل‌ها
+--------
+
+فایل‌ها (Files) جزو منابع منطقی کامپیوتر به شمار می‌روند، توسط سیستم عامل مدیریت می‌شوند و امکانی برای نگهداری طولانی مدت از اطلاعات می‌باشند. فایل‌ها در واقع بیت‌هایی متوالی از صفر و یک هستند که بر روی دیسک ذخیره گشته‌اند و معمولا در دو قالب جداگانه: 
+
+* «فایل‌‌ باینری» (binary file) - مانند: فایل‌های ویدئو، فایل‌های تصویر، فایل zip، فایل بایت‌کد پایتون و... 
+* «فایل‌ متنی» (text file) - مانند: فایل HTML، فایل ماژول پایتون و...  
+
+شناخته می‌شوند.
+
+همانطور که گفته شد فایل‌ها چیزی جز مجموعه‌ای از مقدارهای باینری (یا دودویی) نیستند و فایل‌های متنی نیز در واقع یک زیر مجموعه از فایل‌های باینری است با این تفاوت که بیت‌های یک فایل متنی در کنار هم، بسته به نوع کدگذاری آن متناظر با دنباله‌ای از کاراکترهایی مشخص و قابل چاپ هستند. محتوای این نوع فایل در سطرهایی جداگانه قرار داده می‌شود و با استفاده از برنامه‌های ویرایشگر متن برای انسان خوانا می‌باشد. در یک فایل متنی با کدگذاری ASCII (اَسکی) هر هشت بیت (یک بایت) برابر یک کاراکتر می‌باشد - کدهای اسکی هفت بیتی هستند ولی در اکثر کامپیوترها برای هر کدام یک بایت در نظر گرفته می‌شود - برای نمونه کلمه Python به شکل شش بایت که هر کدام به ترتیب برابر مقدار باینری کد اسکی هر یک از این کاراکترها می‌باشد، ذخیره می‌شود. اسکی تنها از ۱۲۸ کاراکتر - از کد ۰ تا ۱۲۷ (در پایه ده) - پشتیبانی می‌کند و به همین دلیل امروزه بیشتر از کدگذاری‌های استاندارد Unicode (یونیکد) استفاده می‌گردد. در یونیکد مجموعه بسیار بزرگتری از کاراکتر نسبت به کدگذاری اسکی پشتیبانی می‌شود به گونه‌ای که اسکی را نیز در برمی‌گیرد؛ برای نمونه در کدگذاری UTF-8 از این استاندارد، ۱۲۸ کد نخست (از کد ۰ تا ۱۲۷) برابر کد همان ۱۲۸ کاراکتر اسکی می‌باشد. کدگذاری UTF-8 کاراکترهای یونیکد را در یک دنباله بایت با طول متغیر (۱ تا ۴ بایت) ارايه می‌دهد؛ در این کدگذاری برای کاراکترهای اسکی تنها یک بایت در نظر گرفته می‌شود.
+
+در یک فایل باینری وجود سطر مفهومی ندارد و بایت‌های آن ممکن است داده‌هایی را نمایش دهند که نمی‌توان آن‌ها را توسط هیچ یک از کدگذاری‌های کاراکتر (UTF-8 ،ASCII و...) چاپ کرد یا حتی ممکن است در صورت چاپ آن‌ها نیز حاصل برای انسان غیر قابل فهم باشد.
+
+
+
+.. _python-open: 
+
+
+تابع open
+~~~~~~~~~~~~
+
+پایتون یک نوع شی آماده برای دستیابی فایل‌ها در برنامه ارایه می‌دهد که این شی با استفاده از تابع آماده ``(open(file, mode`` [`اسناد پایتون <https://docs.python.org/3/library/functions.html#open>`__] ایجاد می‌گردد؛ آرگومان نخست یک شی رشته حاوی نام کامل فایل (نشانی + نام + پسوند) مورد نظر بر روی دیسک کامپیوتر است و آرگومان دوم نیز یک رشته با مقداری خاص است و حالتی که این فایل می‌بایست در آن باز شود را مشخص می‌سازد؛ این آرگومان اختیاری است و مقدار پیش‌فرض آن ``'r'`` می‌باشد. برای نمونه به کدهای پایین که با یکدیگر معادل هستند توجه نمایید::
+
+    >>> f = open('/home/saeid/Documents/sample.txt')
+
+::
+
+    >>> f = open('/home/saeid/Documents/sample.txt', 'r')
+
+::
+
+    >>> f = open('/home/saeid/Documents/sample.txt', mode='r')
+
+مسیر نمونه فایل بالا بر اساس سیستم فایل لینوکس درج شده است که در ویندوز برای مثال می‌تواند به یکی از دو شکل پایین درج گردد:
+
+.. code-block:: html
+
+    r'C:\Users\Saeid\Documents\sample.txt'
+
+.. code-block:: html
+
+    'C:\\Users\\Saeid\\Documents\\sample.txt'
+
+آرگومان file را می‌توان تنها با نام خالی فایل و بدون ذکر مسیر آن مقداردهی کرد؛ در این صورت مفسر پایتون مسیر دایرکتوری جاری را برای آن در نظر می‌گیرد. با استفاده از تابع ``()getcwd`` از ماژول ``os``  [`اسناد پایتون <https://docs.python.org/3/library/os.html#os.getcwd>`__] می‌توانیم مسیر دایرکتوری جاری برنامه را به دست آوریم. [در درس بعد بیشتر درباره این ماژول صحبت خواهیم کرد]::
+
+    >>> import os
+
+    >>> os.getcwd()
+    '/home/saeid'
+
+آرگومان mode نیز بر حسب نیاز می‌تواند یکی از مقدارهای پایین را داشته باشد:
+
+
+* ``'r'``: فایل در قالب متنی تنها به منظور خواندن از آن باز می‌شود و اشاره‌گر در ابتدای آن قرار می‌گیرد. چنانچه فایلی با این نام موجود نباشد یک خطا (یا استثنا) FileNotFoundError گزارش می‌گردد. معادل ``'rt'``
+* ``'w'``: فایل در قالب متنی تنها به منظور نوشتن در آن باز می‌شود؛ متن درون آن (در صورت وجود) پاک می‌شود و اشاره‌گر در ابتدای آن قرار می‌گیرد. چنانچه فایلی با این نام موجود نباشد، ابتدا ایجاد و سپس باز می‌شود. معادل ``'wt'``
+* ``'a'``: فایل در قالب متنی تنها به منظور افزودن متنی در انتهای متن موجود در آن باز می‌شود؛ اشاره‌گر در انتهای فایل قرار دارد. چنانچه فایلی با این نام موجود نباشد، ابتدا ایجاد و سپس باز می‌شود. معادل ``'at'``
+* ``'x'``: فقط در پایتون exclusive creation) - 3x) فایل در قالب متنی ایجاد و به منظور نوشتن در آن باز می‌شود؛ چنانچه این فایل از پیش موجود باشد یک خطا (یا استثنا) FileExistsError گزارش می‌گردد. معادل ``'xt'``
+* ``'rb'`` و ``'wb'`` و ``'ab'`` و ``'xb'``: همان توضیح گزینه‌های مشابه بالا را دارند ولی با این تفاوت که برای کار با فایل‌هایی در قالب باینری استفاده می‌شوند.
+* ``'+r'``: فایل در قالب متنی به منظور **خواندن و نوشتن** باز می‌شود و اشاره‌گر در ابتدای آن قرار می‌گیرد. چنانچه فایلی با این نام موجود نباشد یک خطا (یا استثنا) FileNotFoundError گزارش می‌گردد. توجه داشته باشید که در این حالت عمل نوشتن از همان ابتدای فایل، باعث جایگزین شدن متن جدید با متن حاضر می‌شود. معادل ``'+rt'`` یا ``'r+t'``
+* ``'+w'``: فایل در قالب متنی به منظور **نوشتن و خواندن** باز می‌شود؛ متن درون آن (در صورت وجود) پاک می‌شود و اشاره‌گر در ابتدای آن قرار می‌گیرد. چنانچه فایلی با این نام موجود نباشد، ابتدا ایجاد و سپس باز می‌شود. معادل ``'+wt'`` یا ``'w+t'``
+* ``'+a'``: فایل در قالب متنی به منظور افزودن متنی در انتهای متن موجود در آن و همچنین خواندن باز می‌شود؛ اشاره‌گر در انتهای فایل قرار دارد. چنانچه فایلی با این نام موجود نباشد، ابتدا ایجاد و سپس باز می‌شود. معادل ``'+at'`` یا ``'a+t'``
+* ``'+x'``: فقط در پایتون 3x - فایل در قالب متنی ایجاد و به منظور نوشتن و خواندن باز می‌شود؛ چنانچه این فایل از پیش موجود باشد یک خطا (یا استثنا) FileExistsError گزارش می‌گردد. معادل ``'+xt'`` یا ``'x+t'``
+* ``'+rb'`` یا ``'r+b'`` و ``'+wb'`` یا ``'w+b'`` و ``'+ab'`` یا ``'a+b'`` و ``'+xb'`` یا ``'x+b'``: همان توضیح گزینه‌های مشابه بالا را دارند ولی با این تفاوت که برای کار با فایل‌هایی در قالب باینری استفاده می‌شوند.
+* ``'rU'``: خواندن یک فایل متنی با پشتیبانی از Universal Newline. معادل ``'rtU'``
+* ``'rbU'``: خواندن یک فایل باینری با پشتیبانی از Universal Newline.
+
+
+که در آن‌ها:
+
+* ``r``: خواندن (read)
+* ``w``: نوشتن (write)
+* ``a``: درج در انتها (appending)
+* ``t``: تعیین قالب متنی (text) برای فایل مورد نظر؛ قالب پیش‌فرض است و نیازی به درج آن نیست
+* ``b``: تعیین قالب باینری (binary) برای فایل مورد نظر
+* ``+``: فایل به منظور بروز رسانی (updating) باز می‌شود
+* ``U``: حالت Universal Newline
+
+در قرارداد سیستم‌های عامل گوناگون از رشته‌های مختلفی - که می‌تواند از یک یا چند کاراکتر تشکیل شده باشد - برای نشانه‌گذاری انتهای سطرهای یک فایل متنی استفاده شده است؛ برای نمونه در ویندوز از CRLF (یا ``'r\n\'``) و در گنولینوکس از LF (یا ``'n\'``) استفاده می‌شود. شی فایل پایتون به صورت پیش‌فرض از همان قرارداد سیستم عامل میزبان برای تعیین رشته Newline خود استفاده می‌کند؛ ولی چنانچه قصد دارید در پایتون فایلی با قرارداد سیستم عامل دیگری را به منظور خواندن باز نمایید می‌بایست این کار را در حالت Universal Newline انجام دهید. در این حالت به هنگام خواندن از یک فایل، پایتون تمام رشته‌های Newline موجود در فایل را به کاراکتر ``'n\'`` نگاشت می‌کند [`PEP 278 <https://www.python.org/dev/peps/pep-0278/>`_]؛ دستور ``os.linesep`` [`اسناد پایتون <https://docs.python.org/3/library/os.html#os.linesep>`__] رشته Newline سیستم عامل میزبان را برمی‌گرداند::
+
+    >>> import os
+
+    >>> os.linesep  # GNU/Linux
+    '\n'
+
+
+باز کردن یک فایل به منظور خواندن از آن حکم یک منبع ورودی (input) و باز کردن یک فایل به منظور نوشتن در آن حکم یک منبع خروجی (output) را در برنامه دارد.
+
+*تابع ()open آرگومان‌های اختیاری دیگری نیز دارد که برای بررسی آن‌ها می‌توانید به اسناد پایتون مراجعه نمایید.*
+
+
+.. _python-file-object-methods: 
+
+متدهای شی فایل پایتون
+~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+
+* ``(write(string``: یک شی از نوع ``str`` یا ``bytes`` را دریافت می‌کند و آن را درون شی فایل مورد نظر می‌نویسد::
+
+      >>> text = '1) Python\n2) Programming\n3) Language\n'
+
+      >>> print(text)
+      1) Python
+      2) Programming
+      3) Language
+
+      >>> 
+
+      >>> type(text)
+      <class 'str'>
+
+  ::
+
+      >>> output = open('textfile.txt', 'w')
+      >>> output.write(text)
+      37
+      >>> output.close()
+
+  *متد write تعداد کاراکترهایی که می‌نویسد را برمی‌گرداند.*
+
+  ::
+
+      >>> output = open('binaryfile.bin', 'wb')
+      >>> output.write(text)
+      Traceback (most recent call last):
+        File "<stdin>", line 1, in <module>
+      TypeError: a bytes-like object is required, not 'str'
+
+  *نمی‌توان از شی str برای نوشتن در فایلی که در حالت باینری باز شده است استفاده کرد.*
+
+  ::
+
+      >>> data = '1) Python\n2) Programming\n3) Language\n'
+
+      >>> # Convert str to bytes
+      >>> bdata = bytes(data, 'utf-8')
+
+      >>> bdata
+      b'1) Python\n2) Programming\n3) Language\n'
+
+      >>> type(bdata)
+      <class 'bytes'>
+
+
+      >>> output = open('binaryfile.bin', 'wb')
+      >>> output.write(bdata)
+      37
+      >>> output.close()
+
+  در رفتار گنولینوکس تفاوتی بین حالت متنی و باینری وجود ندارد؛‌ اکنون اگر هر دو فایل textfile.txt و binaryfile.bin را (در گنولینوکس) توسط برنامه ویرایشگر متن باز نمایید، خواهید دید که محتوای این دو فایل مشابه یکدیگر نمایش داده می‌شوند.
+
+  *در گنولینوکس، باز کردن فایل textfile.txt توسط یک برنامه ویرایشگر متن:*
+
+  .. code-block:: html
+      :linenos:
+
+      1) Python
+      2) Programming
+      3) Language
+
+  *در گنولینوکس، باز کردن فایل binaryfile.bin توسط یک برنامه ویرایشگر متن:*
+
+  .. code-block:: html
+      :linenos:
+
+      1) Python
+      2) Programming
+      3) Language
+
+  ولی در ویندوز به هنگام حالت متنی، اگر یک فایل را به منظور خواندن باز نمایید کاراکترهای ``'n\'`` موجود در آن به شکل  ``'r\n\'`` برگردانده می‌شوند و اگر که یک فایل را به منظور نوشتن باز کنید، هر بار رشته ``'r\n\'`` به جای ``'n\'`` نوشته می‌شود. در حالت باینری این کارها انجام نمی‌شود.
+
+  *اگر دستورهای یاد شده را در ویندوز اجرا نماییم؛ دو فایل مورد نظر با محتوای پایین توسط برنامه ویرایشگر متن نمایش داده خواهند شد.* 
+
+  *در ویندوز، باز کردن فایل textfile.txt:*
+
+  .. code-block:: html
+      :linenos:
+
+      1) Python
+      2) Programming
+      3) Language
+
+  *در ویندوز، باز کردن فایل binaryfile.bin:*
+
+  .. code-block:: html
+      :linenos:
+
+      1) Python2) Programming3) Language
+
+
+* ``()close``: پس از پایان کار با هر فایل، می‌بایست آن را ببندید؛ این متد فایل باز شده را می‌بندد. شی فایل مورد نظر پس از فراخوانی این متد، هیچ متد دیگری را نمی‌تواند فراخوانی کند.
+
+  زمانی که شمارش ارجاع به یک شی فایل به صفر برسد یا وقتی متغیر فایل به شی فایل دیگری اشاره کند، پایتون شی قبلی را به صورت خودکار می‌بندد؛ ولی همیشه بهتر است که بستن فایل به صورت صریح توسط برنامه‌نویس انجام شود.
+
+  همچنین برای بررسی اینکه یک فایل باز است یا اینکه بسته شده است می‌توانید از صفت ``closed`` استفاده نمایید؛ این صفت در صورتی که فایل بسته شده باشد حاوی مقدار ``True`` می‌باشد::
+
+      >>> f.closed
+      False
+
+      >>> f.close()
+
+      >>> f.closed
+      True
+
+
+* ``()read``: تمام محتوای فایل را می‌خواند و در قالب یک شی از نوع ``str`` (برای فایل‌های متنی) یا ``bytes`` (برای فایل‌های باینری) برمی‌گرداند::
+
+    >>> input = open('textfile.txt')
+
+    >>> content = input.read()
+
+    >>> input.close()
+
+    >>> type(content)
+    <class 'str'>
+
+    >>> content
+    '1) Python\n2) Programming\n3) Language\n'
+
+    >>> print(content)
+    1) Python
+    2) Programming
+    3) Language
+
+    >>> 
+
+  ::
+
+      >>> # Reading a binary file
+
+      >>> input = open('binaryfile.bin', 'rb')
+
+      >>> content = input.read()
+
+      >>> input.close()
+
+      >>> type(content)
+      <class 'bytes'>
+
+      >>> content
+      b'1) Python\n2) Programming\n3) Language\n'
+
+      >>> print(content)
+      b'1) Python\n2) Programming\n3) Language\n'
+      >>>
+
+  این متد یک آرگومان اختیاری نیز دارد؛ این آرگومان یک عدد صحیح است که تعداد کاراکتر (یا بایت) که می‌بایست از فایل خوانده و برگردانده شوند را تعیین می‌کند::
+
+      >>> f = open('textfile.txt')
+
+      >>> f.read(5)
+      '1) Py'
+
+      >>> f.read(5)
+      'thon\n'
+
+      >>> f.read(10)
+      '2) Program'
+
+      >>> f.read(4)
+      'ming'
+
+      >>> f.read(1)
+      '\n'
+
+      >>> f.close()
+
+  به نمونه کد بالا توجه نمایید؛ هنگامی که فایل در حالت (rt) باز شده است اشاره‌گر در ابتدای فایل قرار گرفته **و با هر میزان خواندن از فایل، موقعیت اشاره‌گر نیز به جلو حرکت داشته است.**
+
+  |
+
+* ``()readline``: در هر فراخوانی یک سطر از فایل - تا رشته Newline - را برمی‌گرداند::
+
+    >>> f = open('textfile.txt')
+
+    >>> f.readline()
+    '1) Python\n'
+
+    >>> f.readline()
+    '2) Programming\n'
+
+    >>> f.readline()
+    '3) Language\n'
+
+    >>> f.readline()
+    ''
+
+    >>> f.close()
+
+
+
+* ``()readlines``: تمام سطرهای یک فایل را در قالب یک شی لیست بر می‌گرداند::
+
+    >>> f = open('textfile.txt')
+
+    >>> cl = f.readlines()
+
+    >>> cl
+    ['1) Python\n', '2) Programming\n', '3) Language\n']
+
+    >>> cl[1]
+    '2) Programming\n'
+
+    >>> f.close()
+
+* ``(writelines(list``: یک شی لیست که تمام اعضای آن از نوع str هستند را به عنوان آرگومان گرفته و اعضای آن را به ترتیب در فایل مورد نظر می‌نویسد::
+
+
+    >>> L = ['a', 'b', 'c', 'd\n', 'e']
+
+    >>> f = open('tf.txt', 'w')
+    >>> f.writelines(L)
+    >>> f.close()
+
+  *حاصل کد بالا؛ باز کردن فایل tf.txt توسط یک برنامه ویرایشگر متن:*
+
+  .. code-block:: html
+      :linenos:
+
+      abcd
+      e
+
+* ``(seek(offset``: آرگومان offset یک عدد صحیح است و این متد موقعیت اشاره‌گر فایل را به آن offset نسبت به ابتدای فایل تغییر می‌دهد::
+
+    >>> f = open('textfile.txt')
+
+    >>> f.seek(3)
+    3
+
+    >>> f.read(6)
+    'Python'
+
+    >>> f.close()
+
+* ``()flush``: باعث ذخیره محتوای بافر در فایل می‌شود.
+
+  هنگامی که فایلی را به منظور نوشتن باز می‌کنید، تا پیش از زمان بستن فایل هر آنچه در آن می‌نویسید در بافر قرار داده می‌شود. فراخوانی این متد کمک می‌کند تا بدون بستن فایل، اطلاعات از بافر به فایل منتقل گردند.
+
+.. rubric:: دستور ``for`` 
+
+از تابع ``()open`` نیز می‌توان در حلقه ``for`` استفاده کرد؛ در این صورت در هر بار تکرار سطرهای فایل پیمایش می‌شوند::
+
+    >>> for line in open('textfile.txt'):
+    ...     print(line, end='')
+    ... 
+    1) Python  
+    2) Programming   
+    3) Language  
+    >>> 
+
+از آنجا که متن درون فایل خود حاوی Newline (در اینجا: ``'n\'``) است، آرگومان ``end`` تابع ``()print`` را برای جلوگیری از درج ``'n\'`` در انتهای هر سطر تغییر دادیم [در بخش print درباره آرگومان end صحبت خواهیم کرد].
+
+
+.. _python-with-as: 
+
+دستور ``with/as`` 
+~~~~~~~~~~~~~~~~~~~
+
+یک دستور مرکب است که از اشیایی که با نوع ”Context Manager“ [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#typecontextmanager>`__] در پایتون شناخته می‌شوند، پشتیبانی می‌کند [`PEP 343 <https://www.python.org/dev/peps/pep-0343/>`_]. برخی از اشیا در پایتون - به مانند شی فایل - قابلیتی با نام ”Context Manager“ دارند؛ برای پیاده سازی این قابلیت، کلاس شی مورد نظر می‌بایست حاوی دو متد ویژه ``()__enter__`` و ``()__exit__`` باشد که به ترتیب در زمان‌های «ورود به» و «خروج از» بدنه دستور ``with/as`` فراخوانی می‌شوند. [این نوع شی به صورت کامل‌تر توسط درس بیست و یکم برسی خواهد شد.]
+
+دستور ``with/as`` ساختاری مشابه پایین دارد:
+
+.. code-block:: html
+
+    with expression as variable:
+        statement(s)
+
+
+در این ساختار، expression نماد بخشی از دستور است که یک شی از نوع Context Manager را برمی‌گرداند؛ این شی با استفاده از کلمه کلیدی ``as`` به یک متغیر ارجاع داده می‌شود. برای نمونه ساختار ``with/as`` مربوط به یک شی فایل در پایین نوشته شده است::
+
+    with open('textfile.txt', 'w') as output:
+        output.write('text')
+
+پس از ایجاد شی فایل، این شی می‌بایست وارد اجرای دستور ``with/as`` شود؛ ``with/as`` این کار را با فراخوانی متد ``()__enter__`` انجام می‌دهد. در واقع این متد همان شی فایل ایجاد شده را برمی‌گرداند که در ادامه توسط ``as`` به متغیر output ارجاع داده می‌شود. همچنین با استفاده از این ساختار دیگر نیازی به فراخوانی متد ``()close`` برای شی فایل نمی‌باشد؛ چرا که این کار پس از پایان دستورهای بدنه با فراخوانی شدن متد ``()__exit__`` توسط ``with/as`` به انجام می‌رسد؛ در واقع ``with/as`` بستن فایل را در پایان اجرای دستورهای بدنه خود تضمین می‌کند. همچنین در این ساختار چنانچه هنگام کار با فایل خطایی (یا استثنایی) رخ دهد، پیش از گزارش آن، ابتدا فایل بسته خواهد شد. 
+
+
+توجه داشته باشید که یک شی فایل همیشه باید بسته شود؛ در مواقعی که قصد استفاده از حلقه ``for`` برای یک شی فایل را دارید بهتر است از آن درون ساختار ``with/as`` بهره بگیرید:
+
+.. code-block:: python
+
+    with open('textfile.txt') as f:
+        for line in f:
+            print(line)
+
+از دستور ``with/as`` می‌توان به شکل تودرتو نیز بهره گرفت:
+
+.. code-block:: html
+
+    with A() as a:
+        with B() as b:
+            statements
+
+همچنین از نسخه 3.1 به بعد پایتون سینتکس جدیدی افزوده شده است که توسط آن می‌توان همزمان از چند Context Manager بهره گرفت:
+
+.. code-block:: html
+
+    with A() as a, B() as b:
+        statements
+
+به مانند نمونه کد پایین که دو فایل را باز می‌کند؛ از یکی می‌خواند و برخی از سطرهای آن را در فایل دیگر می‌نویسد::
+
+    with open('data') as fin, open('res', 'w') as fout:
+        for line in fin:
+            if 'key' in line:
+                fout.write(line)
+
+.. _python-standard-file-objects: 
+
+شی فایل استاندارد
+-------------------
+سه نوع شی فایل توسط مفسر پایتون ایجاد می‌گردد که هر سه آن‌ها توسط ماژول ``sys`` در دسترس هستند: 
+
+* ``sys.stdin``: ورودی استاندارد [`اسناد پایتون <https://docs.python.org/3/library/sys.html#sys.stdin>`__]؛ برای دستیابی تمامی ورودی‌ها در حالت تعاملی پایتون - مانند فراخوانی تابع ``()input`` - از این شی استفاده می‌گردد.
+* ``sys.stdout``: خروجی استاندارد [`اسناد پایتون <https://docs.python.org/3/library/sys.html#sys.stdout>`__]؛ توسط ``print`` مورد استفاده قرار می‌گیرد.
+* ``sys.stderr``: خطا استاندارد [`اسناد پایتون <https://docs.python.org/3/library/sys.html#sys.stderr>`__]؛ شی‌ای است که خطاها را دریافت می‌کند.
+
+نه همیشه ولی می‌توان منبع ``sys.stdin`` را صفحه‌کلید کامپیوتر و منبع ``sys.stdout`` و ``sys.stderr`` را نیز صفحه‌نمایش در نظر گرفت.
+
+
+.. _python-input: 
+
+تابع ()input
+--------------
+
+از این تابع در پایتون برای گرفتن ورودی از کاربر - در حالت تعاملی - استفاده می‌گردد که در نسخه جدید تغییراتی با نسخه قدیمی ایجاد شده است.
+
+
+
+تابع ``()input`` [`اسناد پایتون <https://docs.python.org/3/library/functions.html#input>`__] یک سطر از کاربر را می‌خواند و در قالب یک شی از نوع ``str`` برمی‌گرداند::
+
+    >>> s = input()
+
+با اجرا دستور، مفسر پایتون منتظر ورود متن می‌ماند - در این نمونه متن Hello Python با استفاده از صفحه‌کلید، تایپ می‌شود - سپس با فشردن کلید Enter، پایان ورود داده اعلام و سپس مفسر پایتون تمام کاراکترهای دریافتی را در قالب یک شی رشته - نوع ``str`` - به متغیر ``s`` ارجاع می‌دهد::
+
+
+    >>> s
+    'Hello Python'
+    >>> type(s)
+    <type 'str'>
+
+همچنین می‌توان متنی را برای مشاهده کاربر به صورت آرگومان در فراخوانی تابع قرار داد::
+
+    >>> s = input("What's your name? ")
+    What's your name? Alan
+
+    >>> s
+    'Alan'
+
+::
+
+    >>> s = input("How old are you? ")
+    How old are you? 41
+
+    >>> s
+    '41'
+    >>> type(s)
+    <type 'str'>
+
+اکنون زمان خوبی است تا با یکی دیگر از تابع‌های آماده در پایتون آشنا شویم. ``()eval`` [`اسناد پایتون <https://docs.python.org/3/library/functions.html#eval>`__] تابع آماده دیگری در پایتون است که یک شی رشته را دریافت و متن آن را به شکل کد پایتون تفسیر می‌کند::
+
+
+    >>> x = 1
+    >>> y = eval('x + 1')
+    >>> y
+    2
+    >>> type(y)
+    <type 'int'>
+
+به نمونه کدهای پایین نیز توجه نمایید::
+
+    >>> eval("9 // 2")
+    4
+
+    >>> eval("9 /// 2")
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+      File "<string>", line 1
+        9 /// 2
+            ^
+    SyntaxError: invalid syntax
+    >>>
+
+
+::
+
+    >>> a = '32'
+    >>> type(a)
+    <type 'str'>
+
+    >>> b = eval(a)
+
+    >>> b
+    32
+    >>> type(b)
+    <type 'int'>
+
+::
+
+    >>> print eval("__import__('os').getcwd()")
+    /home/saeid
+
+تابع ``()__import__`` [`اسناد پایتون <https://docs.python.org/3/library/functions.html#__import__>`__] عملکردی برابر با دستور ``import`` دارد ولی با این تفاوت که می‌توان از آن به شکلی پویا در طی اجرای برنامه برای وارد کردن ماژول‌های گوناگون استفاده نمود؛ در این حالت نام یک ماژول حتی می‌تواند به شکل یک متغیر در آرگومان تابع قرار بگیرد.
+
+
+برای تفریح، اکنون می‌توانید تنها با یک خط کد پایین یک ماشین‌حساب ساده ایجاد کنید :)
+
+::
+
+
+    print(eval(input("Type your formula: ")))
+
+
+::
+
+    Type your formula: 2 * 5 + 30 / 2
+    25.0
+
+
+
+.. _python-print: 
+
+تابع ()print
+--------------
+
+پیش‌تر با تابع ``()print`` پایتون آشنا هستیم ولی در اینجا می‌خواهیم کمی بیشتر آن را بررسی نماییم. این تابع [`اسناد پایتون <https://docs.python.org/3/library/functions.html#print>`__]؛ الگویی به شکل پایین دارد::
+
+    print(*objects, sep=' ', end='\n', file=sys.stdout, flush=False)
+
+* ``objects*``: بیانگر اشیایی است می‌خواهیم در خروجی قرار بدهیم. که می‌تواند هیچ باشد - که برابر نمایش یک سطر خالی است - یا اینکه می‌تواند یک یا چند شی - که در این صورت اشیا می‌بایست توسط یک کاما ``,`` از یکدیگر جدا شوند - را در برگیرد::
+
+    >>> print()
+
+    >>> 
+
+
+  ::
+
+      >>> s = 'Python'
+
+      >>> print(s)
+      Python
+
+      >>> print(s, '3x')
+      Python 3x
+
+      >>> print(4 * 5 / 2, 3 * 3)
+      10.0 9
+
+
+* ``sep``: رشته‌ای که می‌بایست بین اشیا قرار گیرد را تعیین می‌کند. مقدار این آرگومان در حالت پیش‌فرض یک حرف فاصله (یک کلید Space) است. مقدار ارسالی به این آرگومان می‌بایست یک شی رشته یا ``None`` باشد::
+
+    >>> print(s, '3x', sep='-')
+    Python-3x
+
+    >>> print(s, '3x', sep=None)
+    Python 3x
+
+* ``end``: رشته‌ای که می‌بایست در انتهای هر سطر قرار گیرد را تعیین می‌کند. مقدار این آرگومان در حالت پیش‌فرض ``'n\'`` است. مقدار ارسالی به این آرگومان می‌بایست یک شی رشته یا ``None`` باشد::
+
+    >>> for a in range(5):
+    ...     print(a)
+    ... 
+    0
+    1
+    2
+    3
+    4
+    >>> 
+
+
+    >>> for a in range(5):
+    ...     print(a, end=' ')
+    ... 
+    0 1 2 3 4 >>> 
+
+
+* ``file``: خروجی را تعیین می‌کند که می‌بایست یک شی به همراه متد ``(write(string`` درون کلاس خود، باشد. این آرگومان به صورت پیش‌فرض بر روی خروجی استاندارد مقداردهی شده است. این تابع قابلیت استفاده در حالت باینری فایل‌ها را **ندارد**::
+
+     >>> output = open('textfile.txt', 'w')
+
+     >>> print('Hi :)', file=output)
+
+     >>> output.close()
+
+
+* ``flush``: این آرگومان از نسخه 3.3 به تابع ``()print`` پایتون افزوده شده است. هنگامی که خروجی بر روی یک فایل قرار گرفته باشد؛ با تنظیم این گزینه بر روی مقدار ``True``، عمل انتقال متن به فایل بدون اتلاف وقت انجام می‌پذیرد.
+
+
+.. _standard-data-exchange-formats: 
+
+ساختارهای ذخیره و تبادل داده
+-----------------------------
+
+اکنون با ذخیره اطلاعات بر روی فایل و خواندن آن‌ها با استفاده از زبان برنامه‌نویسی پایتون آشنا شده‌اید. زمان‌های بسیاری پیش خواهد آمد که برنامه‌نویس نیاز دارد داده‌ای را بر روی فایل بنویسد یا داده‌هایی مانند پارامترهای پیکربندی نیز از فایل‌ها در طول اجرای برنامه بخواند. شما در برنامه خود از هر ساختاری می‌توانید برای ذخیره اطلاعات استفاده کنید ولی در علم رایانش به مرور زمان ساختارهای استانداردی برای این منظور تعریف شده است. علاوه بر سهولت در کار با فایل‌ها و امکان استفاده از بسیاری از ابزارهای از پیش‌آماده برای پردازش این دست از فایل‌ها، پیروی از این ساختارها به همگام‌سازی برنامه شما با دیگر برنامه‌ها کمک می‌کند چرا که این ساختارها همانند یک زبان مشترک برای تبادل اطلاعات هستند، یک استاندارد برای کار با داده‌هایی که نیاز به تبادل یا ذخیره به شکل یک فایل را دارند. در ادامه  به معرفی برخی از این ساختارهای رایج خواهیم پرداخت.
+
+
+.. _file-formats-xml: 
+
+XML
+~~~~~~
+
+ساختار Extensible Markup Language  یا همان XML [`ویکی‌پدیا <https://en.wikipedia.org/wiki/XML>`__] یکی از با سابقه‌ترین نوع از ساختار تبادل داده در علم رایانش است. این ساختار بر اساس node یا elementهای تو در تو ایجاد می‌گردد. از این ساختار بیشتر برای ذخیره پارامترهای پیکربندی یا تبادل داده در برخی پرتکل‌ها به مانند SOAP [`ویکی‌پدیا <https://en.wikipedia.org/wiki/SOAP>`__] استفاده می‌شود. به نمونه فایل زیر توجه نمایید::
+
+ <students>
+    <student>
+        <name>John</name>
+        <family>Doe</family>
+        <age>21</age>
+        <gender>Male</gender>
+        <final_grade>87</final_grade>
+    </student>
+    <student>
+        <name>Jane</name>
+        <family>Smith</family>
+        <age>19</age>
+        <gender>Female</gender>
+        <final_grade>95</final_grade>
+    </student>
+    <student>
+        <name>Tom</name>
+        <family>Lee</family>
+        <age>20</age>
+        <gender>Male</gender>
+        <final_grade>78</final_grade>
+    </student>
+ </students>
+
+در این مثال اطلاعات مربوط به سه دانش آموز سازماندهی شده است. XML از elementهای تودرتو ایجاد می‌گردد، هر element شروع ``<element_name>`` و پایان ``<element_name/>`` مشخصی دارد و می‌تواند حاوی یک داده یا یک (یا چند - لیست) element دیگر باشد. فضاهای خالی و نظم تورفتگی‌ها اهمیتی ندارد و تنها برای خوانایی بیشتر استفاده شده است.
+
+در پایتون می‌توان به سادگی با استفاده از ماژول ``xml.etree.ElementTree`` [`اسناد پایتون <https://docs.python.org/3/library/xml.etree.elementtree.html>`__] از کتابخانه استاندارد آن، با این نوع فایل کار کرد. البته ابزارهای دیگری نیز توسط دیگر کاربران پایتون توسعه داده شده است که در صورت نیاز یا علاقه می‌توانید با کمی جستجو آنها را بیابید.
+
+.. _file-formats-csv: 
+
+CSV
+~~~~~~
+
+ساختار Comma-Separated Values یا CSV [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Comma-separated_values>`__] داده‌ها را مانند یک جدول سازماندهی می‌کند که داده‌های موجود در هر سطر آن با استفاده از یک کاراکتر کاما یا ``,`` از یکدیگر تفکیک شده‌اند. این ساختار در موارد ذخیره اطلاعات یا گزارش‌ها بر روی فایل بسیار رایج است. به نمونه فایل زیر توجه نمایید::
+
+    name,family,age,gender,final_grade
+    John,Doe,21,Male,87
+    Jane,Smith,19,Female,95
+    Tom,Lee,20,Male,78
+
+سطر یکم، سرآیند (Header) اختیاری است. 
+
+در پایتون می‌توان به سادگی با استفاده از ماژول ``csv`` [`اسناد پایتون <https://docs.python.org/3/library/csv.html>`__] از کتابخانه استاندارد آن، با این نوع فایل کار کرد. البته ابزارهای دیگری نیز توسط دیگر کاربران پایتون توسعه داده شده است که در صورت نیاز یا علاقه می‌توانید با کمی جستجو آنها را بیابید.
+
+
+.. _file-formats-json: 
+
+JSON
+~~~~~~
+
+ساختار JavaScript Object Notation  یا JSON [`ویکی‌پدیا <https://en.wikipedia.org/wiki/JSON>`__] در تبادل داده بسیار رایج است. به خصوص در پیاده‌سازی سرویس‌ها [`REST API <https://restfulapi.net/>`__]. این ساختار، داده‌ها را به شکل **کلید:مقدار** سازماندهی می‌کند و کاملا شبیه به ساختار شی دیکشنری در پایتون است. به نمونه فایل زیر توجه نمایید::
+
+
+ [
+    {
+        "name": "John",
+        "family": "Doe",
+        "age": 21,
+        "gender": "Male",
+        "final_grade": 87
+    },
+    {
+        "name": "Jane",
+        "family": "Smith",
+        "age": 19,
+        "gender": "Female",
+        "final_grade": 95
+    },
+    {
+        "name": "Tom",
+        "family": "Lee",
+        "age": 20,
+        "gender": "Male",
+        "final_grade": 78
+    }
+ ]
+
+همانطور که مشاهده می‌شود، هر بخش JSON کاملا شبیه به یک شی دیکشنری در پایتون است و در حالت لیست نیز مانند همان یک لیست از اشیا دیکشنری می‌باشد.
+
+
+در پایتون می‌توان به سادگی با استفاده از ماژول ``json`` [`اسناد پایتون <https://docs.python.org/3/library/json.html>`__] از کتابخانه استاندارد آن، با این نوع فایل کار کرد. البته ابزارهای دیگری نیز توسط دیگر کاربران پایتون توسعه داده شده است که در صورت نیاز یا علاقه می‌توانید با کمی جستجو آنها را بیابید.
+
+
+|
+
+----
+
+:emoji-size:`😊` امیدوارم مفید بوده باشه
+
+
diff --git a/source/lessons/l11-python-standard-library.rst b/source/lessons/l11-python-standard-library.rst
index 9967a8f..3926e94 100644
--- a/source/lessons/l11-python-standard-library.rst
+++ b/source/lessons/l11-python-standard-library.rst
@@ -1,852 +1,852 @@
-.. role:: emoji-size
-
-.. meta::
-   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس یازدهم: کتابخانه استاندارد پایتون
-
-
-.. _lesson-11: 
-
-درس ۱۱: کتابخانه استاندارد پایتون
-============================================================================
-
-.. figure:: /_static/pages/11-python-os-path-math.jpg
-    :align: center
-    :alt: کتابخانه استاندارد پایتون: math و os
-    :class: page-image
-
-    Photo by `Yousef Espanioly <https://unsplash.com/photos/L6g30JaQ5Tc>`__
-
-
-کتابخانه استاندارد پایتون مجموعه‌ وسیعی از امکانات آماده است که با نصب بسته نرم‌افزاری پایتون (درس دوم) در اختیار قرار می‌گیرد. تمام تابع‌ها و ماژول‌هایی که تاکنون با آن آشنا شده‌ایم، بخشی از این کتابخانه هستند. فهرست کامل ابزارهای ارایه شده توسط این کتابخانه را می‌توانید از نشانی‌ [`The Python Standard Library <https://docs.python.org/3/library/>`_] مشاهده نمایید. 
-
-لازم به یادآوری است که بخشی بزرگی از قدرت پایتون به دلیل وجود کتابخانه‌های فراوان و قدرتمند آن است که تعداد زیادی از آن‌ها خارج کتابخانه استاندارد پایتون و درون جامعه کاربری در حال توسعه هستند که فهرست تقریبا کاملی از آن‌ها نیز توسط `PyPI <https://pypi.python.org/pypi>`_ قابل جستجو و دریافت هستند.
-
-
-این درس به عنوان آخرین درس از سطح مقدماتی کتاب به بررسی بخشی از امکان‌های کاربردی این کتابخانه اختصاص یافته است که البته ممکن است در طول درس‌های گذشته از آن‌ها استفاده کرده باشیم!. پیش‌تر کمی با ماژول ``sys`` آشنا شده‌ایم، در این درس به بررسی سه ماژول کاربردی دیگر خواهیم پرداخت. ماژول‌های مهم دیگری نیز طی دروس آینده بررسی خواهند شد (مانند: ``re`` و ``datetime``).
-
-
-
-:emoji-size:`✔` سطح: مقدماتی
-
-----
-
-
-.. contents:: سرفصل‌ها
-    :depth: 2
-
-----
-
-.. _python-math: 
-
-math
-------
-این ماژول حاوی ثابت‌ها (Constants) و تابع‌های ریاضی است [`اسناد پایتون <https://docs.python.org/3/library/math.html>`__] که برخی از آن‌ها به شرح پایین است:
-
-* ``math.pi``: ثابتی حاوی عدد π (`ویکی‌پدیا <https://en.wikipedia.org/wiki/Pi>`__) است [`اسناد پایتون <http://docs.python.org/3/library/math.html#math.pi>`__]::
-
-    >>> import math
-
-    >>> math.pi
-    3.141592653589793
-    >>> 
-
-* ``math.e``: ثابتی حاوی عدد e (`ویکی‌پدیا <https://en.wikipedia.org/wiki/E_(mathematical_constant)>`__) است [`اسناد پایتون <http://docs.python.org/3/library/math.html#math.e>`__]::
-
-    >>> import math
-
-    >>> math.e
-    2.718281828459045
-    >>> 
-
-* ``math.inf``: (از نسخه 3.5 به بعد) - ثابتی حاوی مقدار مثبت بی‌نهایت (Positive infinity) است که این مقدار برابر با خروجی تابع ``('float('inf`` می‌باشد. ``math.inf -`` نیز برابر منفی بی‌نهایت است [`اسناد پایتون <https://docs.python.org/3/library/math.html#math.inf>`__].
-
-  برای بررسی inf بودن (مثبت یا منفی) از تابع ``(math.isinf(x`` [`اسناد پایتون <http://docs.python.org/3/library/math.html#math.isinf>`__] استفاده می‌شود::
-
-      >>> import math
-
-      >>> a = math.inf
-      >>> b = 10
-      >>> a > b
-      True
-
-      >>> math.inf + math.inf
-      inf
-      >>> 1 / math.inf
-      0.0
-      >>> math.inf / 2
-      inf
-      >>> 3 * math.inf
-      inf
-      >>> -3 * math.inf
-      -inf
-
-      >>> math.isinf(a)
-      True
-      >>> math.isinf(b)
-      False
-      >>> 
-
-* ``math.nan``: از نسخه 3.5 به بعد - ثابتی حاوی مقدار «تعریف نشده» یا NaN - اختصار Not a Number (`ویکی‌پدیا <https://en.wikipedia.org/wiki/NaN>`__) - می‌باشد که این مقدار برابر با خروجی تابع ``('float('nan`` است [`اسناد پایتون <https://docs.python.org/3/library/math.html#math.nan>`__].
-
-  برای بررسی nan بودن از تابع ``(math.isnan(x`` [`اسناد پایتون <http://docs.python.org/3/library/math.html#math.isnan>`__] استفاده می‌شود::
-
-      >>> import math
-
-      >>> a = math.nan
-      >>> a
-      nan
-
-      >>> 0 * math.inf
-      nan
-      >>> math.inf - math.inf
-      nan
-
-      >>> math.isnan(a)
-      True
-      >>>
-
-
-* ``(math.ceil(x``: کوچکترین عدد صحیحی که بزرگتر یا مساوی با عدد ``x`` باشد را برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/math.html#math.ceil>`__]::
-
-    >>> import math
-
-    >>> math.ceil(4)
-    4
-    >>> math.ceil(-4.17)
-    -4
-    >>> math.ceil(4.17)
-    5
-    >>> 
-
-* ``(math.floor(x``: بزرگترین عدد صحیحی که کوچکتر یا مساوی با عدد ``x`` باشد را برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/math.html#math.floor>`__]::
-
-    >>> import math
-
-    >>> math.floor(4)
-    4
-    >>> math.floor(-4.17)
-    -5
-    >>> math.floor(4.17)
-    4
-    >>> 
-
-* ``(math.fabs(x``: همانند تابع آماده ``()abs`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#abs>`__] مقدار قدر مطلق (`ویکی‌پدیا <https://en.wikipedia.org/wiki/Absolute_value>`__) عدد ``x`` را برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/math.html#math.fabs>`__].
-
- تابع آماده ``abs`` بدون نیاز به import همواره قابل استفاده است و خروجی آن بر اساس نوع داده ورودی می‌تواند صحیح یا ممیز شناور باشد. ولی 
- تابع ``(math.fabs(x`` برای کار با داده های float طراحی شده است و خروجی آن همواره یک عدد ممیز شناور است::
-
-    >>> import math
-
-    >>> math.fabs(-4.17)
-    4.17
-    >>> math.fabs(-4)
-    4.0
-    >>> math.fabs(4)
-    4.0
-    >>> 
-
-* ``(math.factorial(x``: مقدار فاکتوریل (`ویکی‌پدیا <https://en.wikipedia.org/wiki/Factorial>`__) عدد x را برمی‌گرداند [`اسناد پایتون <http://docs.python.org/3/library/math.html#math.factorial>`__]::
-
-    >>> import math
-
-    >>> math.factorial(5)
-    120
-    >>>
-
-* ``(math.exp(x``: حاصل ``e**x`` (`ویکی‌پدیا <https://en.wikipedia.org/wiki/Exponential_function>`__) را برمی‌گرداند [`اسناد پایتون <http://docs.python.org/3/library/math.html#math.exp>`__]::
-
-    >>> import math
-
-    >>> math.exp(3)
-    20.085536923187668
-    >>> 
-
-* ``(math.log(x[, base]``: حاصل لگاریتم (Logarithm) عدد x در پایه base را برمی‌گرداند؛ آرگومان base اختیاری است و چنانچه ذکر نگردد به صورت پیش‌فرض حاصل لگاریتم عدد x در پایه عدد e یا همان لگاریتم طبیعی (`ویکی‌پدیا <https://en.wikipedia.org/wiki/Natural_logarithm>`__) برگردانده می‌شود [`اسناد پایتون <http://docs.python.org/3/library/math.html#math.log>`__]::
-
-    >>> import math
-
-    >>> math.log(math.e)     # ln e == 1
-    1.0
-    >>> math.log(1)          # ln 1 == 0
-    0.0
-    >>>
-
-  ::
-      
-      >>> math.log(8, 2)       # 2**3 == 8
-      3.0
-      >>> math.log(100, 10)    # 10**2 == 100
-      2.0
-      >>> math.log(81, 3)      # 3**4 == 81
-      4.0
-      >>> math.log(2, 10)
-      0.30102999566398114
-      >>> 
-
-  برای سادگی استفاده در محاسبه‌های ریاضی دو تابع ``(log10(x`` [`اسناد پایتون <http://docs.python.org/3/library/math.html#math.log10>`__] - محاسبه لگاریتم عدد x در پایه عدد 10 - و ``(log2(x`` [`اسناد پایتون <http://docs.python.org/3/library/math.html#math.log2>`__] - محاسبه لگاریتم عدد x در پایه عدد 2؛ که از **نسخه 3.3** به بعد اضافه شده است - نیز در دسترس هستند::
-
-      >>> math.log10(100)
-      2.0
-      >>> math.log2(8)
-      3.0
-      >>> 
-
-
-* ``(math.sqrt(x``:  ریشه دوم (Square root) یا همان جذر (`ویکی‌پدیا <https://en.wikipedia.org/wiki/Square_root>`__)‌ عدد x را برمی‌گرداند [`اسناد پایتون <http://docs.python.org/3/library/math.html#math.sqrt>`__]::
-
-
-    >>> import math
-
-    >>> math.sqrt(4)
-    2.0
-    >>>
-
-* ``(math.pow(x, y``: عدد x را به توان عدد y می‌رساند و حاصل را برمی‌گرداند [`اسناد پایتون <http://docs.python.org/3/library/math.html#math.pow>`__]::
-
-    >>> import math
-
-    >>> math.pow(3, 2)
-    9.0
-
-  این تابع هر دو آرگومان خود را به نوع float تبدیل می‌کند؛ چنانچه می‌خواهید با اعداد صحیح کار کنید، از عملگر ``**`` یا تابع آماده ``()pow`` [`اسناد پایتون <http://docs.python.org/3/library/functions.html#pow>`__] استفاده نمایید::
-
-    >>> 3**2
-    9
-    >>> pow(3, 2)
-    9
-
-
-* توابع مثلثاتی (Trigonometric functions) [`اسناد پایتون <http://docs.python.org/3/library/math.html#trigonometric-functions>`__]:  ``(cos(x`` و ``(sin(x`` و ``(tan(x`` و ``(acos(x`` و ``(asin(x`` و ``(atan(x`` که در تمام آن‌ها زاویه x بر حسب **رادیان (Radian)** است::
-
-    >>> import math
-
-    >>> math.cos(0)
-    1.0
-    >>> math.sin(0)
-    0.0
-    >>> math.tan(0)
-    0.0
-    >>> 
-
-* ``(math.degrees(x``: زاویه x را از رادیان به **درجه** تبدیل می‌کند [`اسناد پایتون <http://docs.python.org/3/library/math.html#math.degrees>`__]::
-
-    >>> import math
-
-    >>> math.degrees(0)
-    0.0
-
-* ``(math.radians(x``: زاویه x را از درجه به **رادیان** تبدیل می‌کند [`اسناد پایتون <http://docs.python.org/3/library/math.html#math.radians>`__]::
-
-    >>> import math
-
-    >>> math.degrees(0)
-    0.0
-    >>> math.radians(30)
-    0.5235987755982988
-
-  ::
-
-      >>> math.sin(math.radians(90))
-      1.0
-
-* توابع هذلولی (Hyperbolic functions) [`اسناد پایتون <http://docs.python.org/3/library/math.html#hyperbolic-function>`__]:  ``(cosh(x`` و ``(sinh(x`` و ``(tanh(x`` و ``(acosh(x`` و ``(asinh(x`` و ``(atanh(x``.
-
-
-.. _python-os: 
-
-os
------
-این ماژول امکان استفاده از برخی قابلیت‌های وابسته به سیستم عامل را فراهم می‌آورد؛ مانند گرفتن مسیر دایرکتوری برنامه [`اسناد پایتون <http://docs.python.org/3/library/os.html>`_]. برخی از تابع‌های موجود در این ماژول به شرح پایین است:
-
-* ``os.environ``: یک شی از نوع نگاشت - مانند نوع دیکشنری [به درس هشتم رجوع شود] - است که حاوی متغیرهای محیطی سیستم عامل می‌باشد [`اسناد پایتون <http://docs.python.org/3/library/os.html#os.environ>`__]
-
-  باید توجه داشت که مقدار این دستور متناسب با لحظه‌ای از سیستم عامل است که ماژول ``os`` به اسکریپت import شده است و شامل متغیرهایی که پس از این لحظه ایجاد شده باشند نمی‌شود.
-
-  ::
-
-
-    >>> # Python 3.x, GNU/Linux
-
-    >>> import os
-    >>> os.environ
-    environ({'LOGNAME': 'saeid', 'PWD': '/home/saeid', '_': '/usr/bin/python3', 'LANG': 'en_US.UTF-8', 'PATH': '/usr/local/sbin:/usr/local/bin:/usr/bin', 'ZSH': '/home/saeid/.oh-my-zsh'})
-    >>> 
-
-  ::
-
-      >>> os.environ['PATH']
-      '/usr/local/sbin:/usr/local/bin:/usr/bin'
-
-      >>> os.environ['LANG']
-      'en_US.UTF-8'
-
-
-* ``()os.getcwd``: مسیر دایرکتوری جاری (Current Working Directory)‌ را برمی‌گرداند. خروجی این تابع برابر با دستور ``pwd`` در خط فرمان گنولینوکس یا ``%echo %CD`` در خط فرمان ویندوز می‌باشد. [`اسناد پایتون <http://docs.python.org/3/library/os.html#os.getcwd>`__]::
-
-    # Python 3.x, GNU/Linux
-
-    ~ pwd
-    /home/saeid
-
- ::
-
-    ~ python3 -q 
-    >>> import os
-    >>> os.getcwd()
-    '/home/saeid'
-    >>>
-
-
-* ``(os.chdir(path``: مسیر دایرکتوری جاری را به مسیر آرگومان دریافتی path تغییر می‌دهد. عملکرد این تابع برابر با دستور ``cd`` در خط فرمان‌های گنولینوکس و ویندوز است. [`اسناد پایتون <http://docs.python.org/3/library/os.html#os.chdir>`__]::
-
-    >>> import os
-
-    >>> os.getcwd()
-    '/home/saeid'
-
-    >>> os.chdir('/etc')
-
-    >>> os.getcwd()
-    '/etc'
-
-* ``(os.listdir(path``: یک شی لیست که شامل محتویات درون دایرکتوری path است را برمی‌گرداند. چنانچه آرگومان path ارسال نشود به صورت پیش‌فرض مسیر دایرکتوری جاری در نظر گرفته می‌شود. [`اسناد پایتون <http://docs.python.org/3/library/os.html#os.listdir>`__] ::
-
-    >>> import os
-    >>> os.listdir('/home/saeid/Pictures')
-    ['scan0001.jpg', 'smplayer_screenshots', 'GNU.png', 'Wallpapers']
-
-
-* ``(os.mkdir(path``: یک دایرکتوری که نام کامل آن توسط آرگومان path تعیین شده است را ایجاد می‌کند. در صورتی که این دایرکتوری از قبل موجود باشد یک استثنا ``FileExistsError`` رخ می‌دهد. [`اسناد پایتون <http://docs.python.org/3/library/os.html#os.mkdir>`__]::
-
-    >>> import os
-    >>> os.mkdir('dir1')
-
-  در نمونه کد بالا از آنجا که مسیر دایرکتوری ذکر نشده است؛ دایرکتوری dir1 به صورت پبش فرض در مسیر دایرکتوری جاری (که در اینجا: ``/home/saeid/`` است) ایجاد می‌گردد؛ همین امر باعث بروز استثنا با اجرای دستور پایین می‌شود::
-
-      >>> os.mkdir('/home/saeid/dir1')
-      Traceback (most recent call last):
-        File "<stdin>", line 1, in <module>
-      FileExistsError: [Errno 17] File exists: '/home/saeid/dir1'
-
-
-
-  ::
-
-    >>> os.mkdir('/home/saeid/Documents/dir2')
-
-  *نمونه کد بالا موجب ایجاد دایرکتوری dir2 درون مسیر دایرکتوری Documents می‌شود.*
-
-  مسیر دایرکتوری می‌بایست به صورت صحیح وارد شود؛ در نمونه کد پایین نیز به همین دلیل که دایرکتوری dir3 وجود ندارد، استثنایی رخ داده است.
-
-  ::
-
-      >>> os.mkdir('/home/saeid/Documents/dir3/dir4')
-      Traceback (most recent call last):
-        File "<stdin>", line 1, in <module>
-      FileNotFoundError: [Errno 2] No such file or directory: '/home/saeid/Documents/dir3/dir4'
-
-
-* ``(os.makedirs(path``: همانند ``(os.mkdir(path`` است ولی با این تفاوت که تمامی دایرکتوری‌های میانی مورد نیاز را هم ایجاد می‌کند. [`اسناد پایتون <http://docs.python.org/3/library/os.html#os.makedirs>`__]
-
-  *در نمونه کد پایین برای ایجاد دایرکتوری dir5 دایرکتوری‌های dir3 و dir4 - که البته وجود ندارند - نیز ایجاد می‌گردند.*
-
-  ::
-
-    >>> import os
-    >>> os.makedirs('/home/saeid/Documents/dir3/dir4/dir5')
-
-* ``(os.rmdir(path``: دایرکتوری مشخص شده توسط آرگومان path را حذف می‌کند. این دایرکتوری می‌بایست خالی باشد در غیر این صورت یک استثنا ``OSError`` رخ می‌دهد. [`اسناد پایتون <http://docs.python.org/3/library/os.html#os.rmdir>`__]
-
-
-  البته برای حذف کامل یک دایرکتوری به همراه تمام محتویات آن می‌توانید از تابع ``(rmtree(path`` درون ماژول ``shutil`` [`اسناد پایتون <http://docs.python.org/3/library/shutil.html#shutil.rmtree>`__] استفاده نمایید::
-
-    >>> import shutil
-    >>> shutil.rmtree("/home/saeid/Documents/dir1")
-
-
-* ``(os.removedirs(path``: همانند ``(os.rmdir(path`` است ولی با این تفاوت که عملکردی بازگشتی دارد و تا زمانی که خطایی رخ نداده دایرکتوری‌های مشخص شده در آرگومان path را یکی یکی حذف می‌کند. [`اسناد پایتون <http://docs.python.org/3/library/os.html#os.removedirs>`__] ::
-
-    >>> import os
-    >>> os.removedirs('/home/dir1/dir2/dir3')
-
-  در نمونه کد بالا ابتدا دایرکتوری dir3 (با مسیر ``'home/dir1/dir2/dir3/'``) حذف می‌شود - البته اگر خالی باشد - و بعد از آن برای حذف دایرکتوری dir2 (با مسیر ``'home/dir1/dir2/'``) تلاش می‌شود که اگر آن‌هم خالی باشد و حذف گردد، روند حذف به همین شکل برای باقی مسیر ادامه می‌یابد.
-
-* ``(os.rename(src, dst``: این تابع برای تغییر نام یک فایل یا دایرکتوری کاربرد دارد. آرگومان ``src`` نام اصلی و آرگومان ``dst`` نیز نام جدید برای فایل یا دایرکتوری مورد نظر می‌باشند [`اسناد پایتون <http://docs.python.org/3/library/os.html#os.rename>`__]::
-
-    >>> import os
-    >>> os.getcwd()
-    '/home/saeid/Documents/dir'
-    >>> os.listdir(os.getcwd())
-    ['fontsdir', 'index.html', 'style.css']
-
-    >>> os.rename("fontsdir", "_fonts")
-
-    >>> os.listdir(os.getcwd())
-    ['index.html', 'style.css', '_fonts']
-
-  توجه داشته باشید چنانچه فایل یا دایرکتوری موردنظر در مسیری دیگری از مسیر دایرکتوری جاری باشد؛ لازم است نام به شکل کامل (همراه با مسیر) ذکر گردد. همچنین بدیهی است که تغییر مسیر در آرگومان ``dst`` موجب عمل انتقال (Move) می‌شود::
-
-    >>> import os
-    >>> os.getcwd()
-    '/home/saeid/Documents/dir/dir1'
-    >>> os.listdir(os.getcwd())
-    ['index.html', 'style.css', '_fonts']
-
-    >>> os.rename("_fonts", "/home/saeid/Documents/dir/dir2/_fonts")
-
-    >>> os.listdir(os.getcwd())
-    ['index.html', 'style.css']
-
-    >>> os.chdir('/home/saeid/Documents/dir/dir2')
-    >>> os.listdir(os.getcwd())
-    ['_fonts']
-
-  در گنولینوکس چنانچه بخواهیم نام **فایلی** به یک نام از پیش موجود تغییر داده شود؛‌ [در صورتی که کاربر نیز اجازه دسترسی (Permission) لازم را داشته باشد] یک عمل جایگزینی (Replace) صورت می‌گیرد، ولی برای چنین مواقعی در سیستم عامل ویندوز یک خطای ``OSError`` رخ خواهد داد. رویداد این ماجرا در هنگام تغییر نام یک **دایرکتوری**، باعث بروز خطای ``OSError`` در هر دو سیستم عامل می‌شود.
-
-
-* ``(os.renames(old, new``: عملکردی مشابه با تابع ``()rename`` دارد با این تفاوت که اگر دایرکتورهای میانی از مسیر آرگومان ``new``، وجود نداشته باشند، آن‌ها را نیز ایجاد می‌کند [`اسناد پایتون <http://docs.python.org/3/library/os.html#os.renames>`__]::
-
-    >>> import os
-    >>> os.getcwd()
-    '/home/saeid/Documents/dir'
-    >>> os.listdir(os.getcwd())
-    ['index.html', 'style.css', '_fonts', 'js']
-
-    >>> os.renames("style.css", "css/style.css")
-
-    >>> os.listdir(os.getcwd())
-    ['index.html', 'css', '_fonts', 'js']
-
-
-* ``(os.walk(rootdirpath``: مسیر یک دایرکتوری را به عنوان دایرکتوری ریشه پیمایش می‌کند و مسیر هر دایرکتوری را که می‌بیند به همراه نام دایرکتوری‌ها و فایل‌های درون آن برمی‌گرداند. [`اسناد پایتون <http://docs.python.org/3/library/os.html#os.walk>`__]::
-
-    dir1
-    ├── dir2
-    │   └── file21
-    ├── file11
-    └── file12
-
-  ::
-
-      >>> import os
-
-      >>> tuple(os.walk('/home/saeid/Documents/dir1'))
-      (('/home/saeid/Documents/dir1', ['dir2'], ['file12', 'file11']), ('/home/saeid/Documents/dir1/dir2', [], ['file21']))
-
-
-  ::
-
-      >>> import os
-
-      >>> for root, dirs, files in os.walk('/home/saeid/Documents/dir1'):
-      ...     print('Found directory: {}'.format(root))
-      ...     for filename in files:
-      ...         print('\t{}'.format(filename))
-      ... 
-      Found directory: /home/saeid/Documents/dir1
-      	file12
-      	file11
-      Found directory: /home/saeid/Documents/dir1/dir2
-      	file21
-      >>> 
-
-  جهت پیمایش دایرکتوری‌ها به صورت پیش‌فرض از بالا (دایرکتوری ریشه) به پایین است که می‌توان با ``False`` قرار دادن آرگومان اختیاری ``topdown`` آن را معکوس نمود::
-
-    >>> for root, dirs, files in os.walk('/home/saeid/Documents/dir1', topdown=False):
-    ...     print('Found directory: {}'.format(root))
-    ...     for filename in files:
-    ...         print('\t{}'.format(filename))
-    ... 
-    Found directory: /home/saeid/Documents/dir1/dir2
-    	file21
-    Found directory: /home/saeid/Documents/dir1
-    	file12
-    	file11
-    >>> 
-
-
-* ``os.sep``: این متغیر حاوی کاراکتری می‌باشد که سیستم‌عامل از آن برای جدا سازی اجزای یک مسیر استفاده می‌کند. مانند: ``/`` در گنولینوکس یا ``\\`` در ویندوز [`اسناد پایتون <https://docs.python.org/3/library/os.html#os.sep>`__]
-
-
-* ``os.extsep``: این متغیر حاوی کاراکتری می‌باشد که در سیستم‌عامل جاری از آن برای جدا سازی نام فایل از پسوند آن استفاده می‌گردد. مانند: ``.`` (نام فایل: script.py) [`اسناد پایتون <https://docs.python.org/3/library/os.html#os.extsep>`__]
-
-
-* ``os.pardir``: حاوی مقداری است که در سیستم‌عامل جاری از آن برای اشاره به یک دایرکتوری بالاتر از دایرکتوری جاری استفاده می‌گردد (Parent Directory). مانند: ``..`` در گنولینوکس و ویندوز [`اسناد پایتون <https://docs.python.org/3/library/os.html#os.pardir>`__]::
-
-    # GNU/Linux
-
-    ~ pwd
-    /home/saeid/Documents
-
-    ~ cd ..
-
-    ~ pwd
-    /home/saeid
-
-
-* ``os.curdir``: حاوی مقداری است که در سیستم‌عامل جاری از آن برای اشاره به دایرکتوری جاری استفاده می‌گردد (Current Directory). مانند: ``.`` در گنولینوکس و ویندوز [`اسناد پایتون <https://docs.python.org/3/library/os.html#os.curdir>`__]::
-
-
-    # GNU/Linux
-
-    ~ pwd
-    /home/saeid
-
-    ~ cd .
-
-    ~ pwd
-    /home/saeid
-
-    ~ cd ./..
-
-    ~ pwd
-    /home 
-
-
-.. _python-os-path: 
-
-os.path
---------
-
-این ماژول توابعی مفیدی برای کار با مسیر فایل‌ها و دایرکتوری‌ها پیاده‌سازی کرده است [`اسناد پایتون <https://docs.python.org/3/library/os.path.html>`__]. 
-
-
-.. caution::
-    برای خواندن و نوشتن فایل‌ها از ``()open`` و برای دسترسی به سیستم‌فایل از ماژول ``os`` استفاده نمایید.
-
-
-
-* ``(os.path.split(path``: مسیر path دریافتی را به یک توپِل (dirname, basename) تجزیه می‌کند که در آن **basename** آخرین بخش از مسیر path و **dirname** نیز هر آنچه قبل از basename باشد، خواهند بود [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.split>`__]::
-
-
-    >>> import os.path
-
-    >>> for path in [ '/one/two/three', 
-    ...               '/one/two/three/',
-    ...               '/',
-    ...               '.',
-    ...               '']:
-    ...     print ('"%s" : "%s"' % (path, os.path.split(path)))
-    ... 
-    "/one/two/three" : "('/one/two', 'three')"
-    "/one/two/three/" : "('/one/two/three', '')"
-    "/" : "('/', '')"
-    "." : "('', '.')"
-    "" : "('', '')"
-    >>>
-
-
-* ``(os.path.basename(path``: مقداری برابر با **بخش دوم** از توپِل خروجی تابع ``(os.path.split(path`` را برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.basename>`__]::
-
-
-    >>> import os.path
-    >>> 
-    >>> for path in [ '/one/two/three', 
-    ...               '/one/two/three/',
-    ...               '/',
-    ...               '.',
-    ...               '']:
-    ...     print ('"%s" : "%s"' % (path, os.path.basename(path)))
-    ... 
-    "/one/two/three" : "three"
-    "/one/two/three/" : ""
-    "/" : ""
-    "." : "."
-    "" : ""
-    >>> 
-
-
-* ``(os.path.dirname(path``: مقداری برابر با **بخش یکم** از توپِل خروجی تابع ``(os.path.split(path`` را برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.dirname>`__]::
-
-    >>> import os.path
-    >>> 
-    >>> for path in [ '/one/two/three', 
-    ...               '/one/two/three/',
-    ...               '/',
-    ...               '.',
-    ...               '']:
-    ...     print ('"%s" : "%s"' % (path, os.path.dirname(path)))
-    ... 
-    "/one/two/three" : "/one/two"
-    "/one/two/three/" : "/one/two/three"
-    "/" : "/"
-    "." : ""
-    "" : ""
-    >>>
-
-
-
-* ``(os.path.splitext(path``: مشابه تابع ``(os.path.split(path``  است با این تفاوت که پسوند را از path جدا کرده و نتیجه را به شکل توپِل بر می‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.splitext>`__]::
-
-      >>> import os.path
-      >>> 
-      >>> for path in [ 'filename.txt', 
-      ...               'filename',
-      ...               '/path/to/filename.txt',
-      ...               '/',
-      ...               '.',
-      ...               '']:
-      ...     print ('"%s" : "%s"' % (path, os.path.splitext(path)))
-      ... 
-      "filename.txt" : "('filename', '.txt')"
-      "filename" : "('filename', '')"
-      "/path/to/filename.txt" : "('/path/to/filename', '.txt')"
-      "/" : "('/', '')"
-      "." : "('.', '')"
-      "" : "('', '')"
-      >>> 
-
-
-* ``(os.path.join(*paths``: اجزای یک مسیر را به یکدیگر متصل می‌کند [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.join>`__]::
-
-    # GNU/Linux
-
-    import os
-    
-    >>> os.path.join('one', 'two', 'three')
-    'one/two/three'
-
-    >>> os.path.join(os.sep, 'one', 'two', 'three')
-    '/one/two/three'
-
-  ::
-
-      # Windows  
-
-      import os  
-
-      >>> os.path.join('one', 'two', 'three')
-      'one\\two\\three'
-
-      >>> os.path.join(os.sep, 'one', 'two', 'three')
-      '\\one\\two\\three'
-
-  همچنین برای ایجاد چندین مسیر به صورت همزمان، می‌توان اجزای هر مسیر را به صورت یک توپِل (یا لیست) درون یک لیست قرار داد و سپس با استفاده از حلقه ``for``، اجزای هر مسیر را جداگانه به تابع ``join`` ارسال نمود. البته باید توجه داشت که می‌بایست پارامتر مشخص شده در تعریف تابع ``join`` با یک ستاره مشخص شده باشد؛ در این حالت اجزای درون یک توپِل (یا لیست) به صورت پارامترهای جدا تابع در نظر گرفته می‌شوند، چیزی مانند نمونه کد بالا - در درس تابع دوباره به این شیوه ارسال پارامتر اشاره خواهد شد - به نمونه کد پایین توجه نمایید::
-
-      >>> import os 
-
-      >>> for parts in [ ('one', 'two', 'three'),
-      ...                ('/', 'one', 'two', 'three'),
-      ...                ('/one', 'two', '/three', 'four'),
-      ...                ]:
-      ...     print (parts, ':', os.path.join(*parts))
-      ... 
-      ('one', 'two', 'three') : one/two/three
-      ('/', 'one', 'two', 'three') : /one/two/three
-      ('/one', 'two', '/three', 'four') : '/three/four'
-      >>>
-
-  .. note::
-    هر مسیر می‌بایست دقیقا شامل یک کاراکتر جدا کننده دایرکتوری (``os.sep``) باشد در غیر این صورت اجزا فقط از آخرین نمونه به بعد در نظر گرفته می‌شوند. این اتفاق در توپِل سوم  از نمونه کد بالا رخ داده است::
-               
-                ('one', 'two', '/three', 'four/')
-
-
-* ``(os.path.expanduser(path``: این تابع تنها یک پارامتر با ترکیب ``user~`` می‌پذیرد و کاراکتر ``~`` را به مسیر دایرکتوری کاربر user در سیستم عامل تبدیل می‌کند [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.expanduser>`__]::
-
-    # GNU/Linux
-
-    >>> os.path.expanduser('~saeid')
-    '/home/saeid'
-
-  ::
-
-      # Windows
-
-      >>> os.path.expanduser('~saeid')
-      'C:\\Documents and Settings\\saeid'
-
-
-  ::
-
-      # GNU/Linux
-
-      >>> for user in [ '', 'saeid', 'www-data', 'postgres' ]:
-      ...     lookup = '~' +  user
-      ...     print (lookup, ':', os.path.expanduser(lookup))
-      ... 
-      ~ : /home/saeid
-      ~saeid : /home/saeid
-      ~www-data : /var/www
-      ~postgres : /var/lib/postgresql
-      >>> 
-
-
-* ``(os.path.expandvars(path``: این تابع مقدار متغیرهای محیطی موجود در پارامتر دریافتی را جایگزین کرده و حاصل را برمی‌گرداند. نام متغیرها می‌بایست با الگوی ``name$`` داخل پارامتر ذکر گردند. [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.expandvars>`__]::
-
-
-    >>> import os
-
-    >>> os.environ['MYVAR'] = 'VALUE'
-    >>> os.path.expandvars('/path/to/$MYVAR')
-    '/path/to/VALUE'
-
-
-* ``(os.path.normpath(path``: مسیر را نرمال‌سازی می‌کند. در این راه تمام مسیرهایی که به یکی از اشکال ``A//B`` ``A/B/`` ``A/./B`` ``A/foo/../B`` هستند، به صورت ``A/B`` ارزیابی می‌شوند. همچنین در سیستم عامل ویندوز کاراکتر جداکننده دایرکتوری گنولینوکس (``/``) را به ``\`` تبدیل می‌کند [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.normpath>`__]::
-
-
-    >>> for path in [ 'one//two//three', 
-    ...               'one/./two/./three', 
-    ...               'one/../one/two/three',
-    ...               ]:
-    ...     print (path, ':', os.path.normpath(path))
-    ... 
-    one//two//three : one/two/three
-    one/./two/./three : one/two/three
-    one/../one/two/three : one/two/three
-    >>>
-
-
-  ::
-
-      # Windows
-
-      >>> for path in [ 'one/two/three',
-      ...
-      ...               'one\\two\\three',
-      ...               'one\\.\\two\\.\\three',
-      ...               'one\\..\\one\\two\\three',
-      ...               ]:
-      ...     print (path, ':', os.path.normpath(path))
-      ...
-      one/two/three : one\two\three
-      one\two\three : one\two\three
-      one\.\two\.\three : one\two\three
-      one\..\one\two\three : one\two\three
-
-
-* ``(os.path.abspath(path``: مسیر نسبی را نرمال‌سازی کرده و به مسیر مطلق (Absolute - مسیری از ابتدا یا همان روت سیستم فایل - در گنولینوکس: مسیری که با ``/`` شروع شده باشد - در ویندوز: مسیری که با نام یک درایو شروع شده باشد) تبدیل می‌کند. حاصل این تابع برابر با حاصل متد پایین می‌باشد. [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.abspath>`__]::
-
-         (os.path.normpath(os.path.join(os.getcwd(), path)
-
-
-  .. code:: python
-
-      >>> import os
-
-      >>> os.getcwd()
-      '/mnt/Data/WorkSpace/PythonPersianTutorial'
-
-      >>> for path in [ '.', 
-      ...               '..', 
-      ...               './one/two/three', 
-      ...               '../one/two/three']:
-      ...     print ('"%s" : "%s"' % (path, os.path.abspath(path)))
-      ... 
-      "." : "/mnt/Data/WorkSpace/PythonPersianTutorial"
-      ".." : "/mnt/Data/WorkSpace"
-      "./one/two/three" : "/mnt/Data/WorkSpace/PythonPersianTutorial/one/two/three"
-      "../one/two/three" : "/mnt/Data/WorkSpace/one/two/three"
-      >>> 
-
-
-  .. code:: python
-      
-      # Windows 
-
-      >>> import os
-
-      >>> os.getcwd()
-      'C:\\Python34'
-      
-      >>> for path in [ '.',
-      ...               '..',
-      ...               './one/two/three',
-      ...               '../one/two/three']:
-      ...     print ('"%s" : "%s"' % (path, os.path.abspath(path)))
-      ...
-      "." : "C:\Python34"
-      ".." : "C:\"
-      "./one/two/three" : "C:\Python34\one\two\three"
-      "../one/two/three" : "C:\one\two\three"
-      >>>
-
-
-* گاهی لازم است که یک مسیر بررسی شود که آیا مربوط به یک فایل است یا دایرکتوری یا لینک نمادین (`Symbolic link <https://fa.wikipedia.org/wiki/پیوند_نمادین>`__)، مسیر مطلق (Absolute) است یا خیر، اصلا وجود دارد یا خیر و ... برای این منظور می‌توان از توابع پایین استفاده کرد:
-
-  ``isabs(path)``: چنانچه مسیر مطلق باشد ``True`` برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.isabs>`__]
-
-  ``isfile(path)``: چنانچه مسیر مربوط به یک فایل که موجود نیز هست باشد ``True`` برمی‌گرداند. این تابع لینک‌های به فایل را نیز دنبال می‌کند، پس این تابع می‌تواند همراه با تابع ``islink`` برای یک مسیر مشخص مقدار ``True`` را برگرداند.  [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.isfile>`__]
-
-  ``isdir(path)``: چنانچه مسیر مربوط به یک دایرکتوری که موجود نیز هست باشد ``True`` برمی‌گرداند. این تابع لینک‌های به دایرکتوری را نیز دنبال می‌کند، پس این تابع می‌تواند همراه با تابع ``islink`` برای یک مسیر مشخص مقدار ``True`` را برگرداند.  [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.isdir>`__]
-
-
-  ``islink(path)``: چنانچه مسیر مربوط به یک لینک نمادین باشد ``True`` برمی‌گرداند. [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.islink>`__]
-
-  ``exists(path)``: چنانچه مسیر دریافتی صرف نظر از اینکه مربوط به یک فایل است یا دایرکتوری، موجود باشد ``True`` برمی‌گرداند. [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.exists>`__]
-
-
-  ``lexists(path)``:چنانچه مسیر لینک نمادین دریافتی موجود باشد ``True`` برمی گرداند. این تابع لینک را دنبال نمی‌کند و بررسی نمی‌کند که لینک سالم هست یا خیر. [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.lexists>`__]
-
-  .. code-block:: python
-      :linenos:
-
-      # Python 3.x
-      # File Name: file_script.py
-
-      import os
-
-      for path in [ __file__, os.path.dirname(__file__), '/', '/var/www/html/wordpress']:
-          print ('Path            :', path)
-          print ('Absolute        :', os.path.isabs(path))
-          print ('Is File?        :', os.path.isfile(path))
-          print ('Is Directory?   :', os.path.isdir(path))
-          print ('Is Link?        :', os.path.islink(path))
-          print ('Is Mount point? :', os.path.ismount(path))
-          print ('Exists?         :', os.path.exists(path))
-          print ('Link Exists?    :', os.path.lexists(path))
-          print ()
-
-
-  ::
-
-      Path            : /home/saeid/Desktop/file_script.py
-      Absolute        : True
-      Is File?        : True
-      Is Directory?   : False
-      Is Link?        : False
-      Is Mount point? : False
-      Exists?         : True
-      Link Exists?    : True
-
-      Path            : /home/saeid/Desktop
-      Absolute        : True
-      Is File?        : False
-      Is Directory?   : True
-      Is Link?        : False
-      Is Mount point? : False
-      Exists?         : True
-      Link Exists?    : True
-
-      Path            : /
-      Absolute        : True
-      Is File?        : False
-      Is Directory?   : True
-      Is Link?        : False
-      Is Mount point? : True
-      Exists?         : True
-      Link Exists?    : True
-
-      Path            : /var/www/html/wordpress
-      Absolute        : True
-      Is File?        : False
-      Is Directory?   : True
-      Is Link?        : True
-      Is Mount point? : False
-      Exists?         : True
-      Link Exists?    : True
-
-
-  متغیر ``__file__`` در هر اسکریپتی به نام کامل آن اسکریپت اشاره دارد.
-
-  مسیر چهارم در نمونه کد بالا در واقع مسیر لینکی است به یک دایرکتوری دیگر.
-
-
-
-|
-
-----
-
-:emoji-size:`😊` امیدوارم مفید بوده باشه
-
-
+.. role:: emoji-size
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس یازدهم: کتابخانه استاندارد پایتون
+
+
+.. _lesson-11: 
+
+درس ۱۱: کتابخانه استاندارد پایتون
+============================================================================
+
+.. figure:: /_static/pages/11-python-os-path-math.jpg
+    :align: center
+    :alt: کتابخانه استاندارد پایتون: math و os
+    :class: page-image
+
+    Photo by `Yousef Espanioly <https://unsplash.com/photos/L6g30JaQ5Tc>`__
+
+
+کتابخانه استاندارد پایتون مجموعه‌ وسیعی از امکانات آماده است که با نصب بسته نرم‌افزاری پایتون (درس دوم) در اختیار قرار می‌گیرد. تمام تابع‌ها و ماژول‌هایی که تاکنون با آن آشنا شده‌ایم، بخشی از این کتابخانه هستند. فهرست کامل ابزارهای ارایه شده توسط این کتابخانه را می‌توانید از نشانی‌ [`The Python Standard Library <https://docs.python.org/3/library/>`_] مشاهده نمایید. 
+
+لازم به یادآوری است که بخشی بزرگی از قدرت پایتون به دلیل وجود کتابخانه‌های فراوان و قدرتمند آن است که تعداد زیادی از آن‌ها خارج کتابخانه استاندارد پایتون و درون جامعه کاربری در حال توسعه هستند که فهرست تقریبا کاملی از آن‌ها نیز توسط `PyPI <https://pypi.python.org/pypi>`_ قابل جستجو و دریافت هستند.
+
+
+این درس به عنوان آخرین درس از سطح مقدماتی کتاب به بررسی بخشی از امکان‌های کاربردی این کتابخانه اختصاص یافته است که البته ممکن است در طول درس‌های گذشته از آن‌ها استفاده کرده باشیم!. پیش‌تر کمی با ماژول ``sys`` آشنا شده‌ایم، در این درس به بررسی سه ماژول کاربردی دیگر خواهیم پرداخت. ماژول‌های مهم دیگری نیز طی دروس آینده بررسی خواهند شد (مانند: ``re`` و ``datetime``).
+
+
+
+:emoji-size:`✔` سطح: مقدماتی
+
+----
+
+
+.. contents:: سرفصل‌ها
+    :depth: 2
+
+----
+
+.. _python-math: 
+
+math
+------
+این ماژول حاوی ثابت‌ها (Constants) و تابع‌های ریاضی است [`اسناد پایتون <https://docs.python.org/3/library/math.html>`__] که برخی از آن‌ها به شرح پایین است:
+
+* ``math.pi``: ثابتی حاوی عدد π (`ویکی‌پدیا <https://en.wikipedia.org/wiki/Pi>`__) است [`اسناد پایتون <https://docs.python.org/3/library/math.html#math.pi>`__]::
+
+    >>> import math
+
+    >>> math.pi
+    3.141592653589793
+    >>> 
+
+* ``math.e``: ثابتی حاوی عدد e (`ویکی‌پدیا <https://en.wikipedia.org/wiki/E_(mathematical_constant)>`__) است [`اسناد پایتون <https://docs.python.org/3/library/math.html#math.e>`__]::
+
+    >>> import math
+
+    >>> math.e
+    2.718281828459045
+    >>> 
+
+* ``math.inf``: (از نسخه 3.5 به بعد) - ثابتی حاوی مقدار مثبت بی‌نهایت (Positive infinity) است که این مقدار برابر با خروجی تابع ``('float('inf`` می‌باشد. ``math.inf -`` نیز برابر منفی بی‌نهایت است [`اسناد پایتون <https://docs.python.org/3/library/math.html#math.inf>`__].
+
+  برای بررسی inf بودن (مثبت یا منفی) از تابع ``(math.isinf(x`` [`اسناد پایتون <https://docs.python.org/3/library/math.html#math.isinf>`__] استفاده می‌شود::
+
+      >>> import math
+
+      >>> a = math.inf
+      >>> b = 10
+      >>> a > b
+      True
+
+      >>> math.inf + math.inf
+      inf
+      >>> 1 / math.inf
+      0.0
+      >>> math.inf / 2
+      inf
+      >>> 3 * math.inf
+      inf
+      >>> -3 * math.inf
+      -inf
+
+      >>> math.isinf(a)
+      True
+      >>> math.isinf(b)
+      False
+      >>> 
+
+* ``math.nan``: از نسخه 3.5 به بعد - ثابتی حاوی مقدار «تعریف نشده» یا NaN - اختصار Not a Number (`ویکی‌پدیا <https://en.wikipedia.org/wiki/NaN>`__) - می‌باشد که این مقدار برابر با خروجی تابع ``('float('nan`` است [`اسناد پایتون <https://docs.python.org/3/library/math.html#math.nan>`__].
+
+  برای بررسی nan بودن از تابع ``(math.isnan(x`` [`اسناد پایتون <https://docs.python.org/3/library/math.html#math.isnan>`__] استفاده می‌شود::
+
+      >>> import math
+
+      >>> a = math.nan
+      >>> a
+      nan
+
+      >>> 0 * math.inf
+      nan
+      >>> math.inf - math.inf
+      nan
+
+      >>> math.isnan(a)
+      True
+      >>>
+
+
+* ``(math.ceil(x``: کوچکترین عدد صحیحی که بزرگتر یا مساوی با عدد ``x`` باشد را برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/math.html#math.ceil>`__]::
+
+    >>> import math
+
+    >>> math.ceil(4)
+    4
+    >>> math.ceil(-4.17)
+    -4
+    >>> math.ceil(4.17)
+    5
+    >>> 
+
+* ``(math.floor(x``: بزرگترین عدد صحیحی که کوچکتر یا مساوی با عدد ``x`` باشد را برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/math.html#math.floor>`__]::
+
+    >>> import math
+
+    >>> math.floor(4)
+    4
+    >>> math.floor(-4.17)
+    -5
+    >>> math.floor(4.17)
+    4
+    >>> 
+
+* ``(math.fabs(x``: همانند تابع آماده ``()abs`` [`اسناد پایتون <https://docs.python.org/3/library/functions.html#abs>`__] مقدار قدر مطلق (`ویکی‌پدیا <https://en.wikipedia.org/wiki/Absolute_value>`__) عدد ``x`` را برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/math.html#math.fabs>`__].
+
+ تابع آماده ``abs`` بدون نیاز به import همواره قابل استفاده است و خروجی آن بر اساس نوع داده ورودی می‌تواند صحیح یا ممیز شناور باشد. ولی 
+ تابع ``(math.fabs(x`` برای کار با داده های float طراحی شده است و خروجی آن همواره یک عدد ممیز شناور است::
+
+    >>> import math
+
+    >>> math.fabs(-4.17)
+    4.17
+    >>> math.fabs(-4)
+    4.0
+    >>> math.fabs(4)
+    4.0
+    >>> 
+
+* ``(math.factorial(x``: مقدار فاکتوریل (`ویکی‌پدیا <https://en.wikipedia.org/wiki/Factorial>`__) عدد x را برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/math.html#math.factorial>`__]::
+
+    >>> import math
+
+    >>> math.factorial(5)
+    120
+    >>>
+
+* ``(math.exp(x``: حاصل ``e**x`` (`ویکی‌پدیا <https://en.wikipedia.org/wiki/Exponential_function>`__) را برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/math.html#math.exp>`__]::
+
+    >>> import math
+
+    >>> math.exp(3)
+    20.085536923187668
+    >>> 
+
+* ``(math.log(x[, base]``: حاصل لگاریتم (Logarithm) عدد x در پایه base را برمی‌گرداند؛ آرگومان base اختیاری است و چنانچه ذکر نگردد به صورت پیش‌فرض حاصل لگاریتم عدد x در پایه عدد e یا همان لگاریتم طبیعی (`ویکی‌پدیا <https://en.wikipedia.org/wiki/Natural_logarithm>`__) برگردانده می‌شود [`اسناد پایتون <https://docs.python.org/3/library/math.html#math.log>`__]::
+
+    >>> import math
+
+    >>> math.log(math.e)     # ln e == 1
+    1.0
+    >>> math.log(1)          # ln 1 == 0
+    0.0
+    >>>
+
+  ::
+      
+      >>> math.log(8, 2)       # 2**3 == 8
+      3.0
+      >>> math.log(100, 10)    # 10**2 == 100
+      2.0
+      >>> math.log(81, 3)      # 3**4 == 81
+      4.0
+      >>> math.log(2, 10)
+      0.30102999566398114
+      >>> 
+
+  برای سادگی استفاده در محاسبه‌های ریاضی دو تابع ``(log10(x`` [`اسناد پایتون <https://docs.python.org/3/library/math.html#math.log10>`__] - محاسبه لگاریتم عدد x در پایه عدد 10 - و ``(log2(x`` [`اسناد پایتون <https://docs.python.org/3/library/math.html#math.log2>`__] - محاسبه لگاریتم عدد x در پایه عدد 2؛ که از **نسخه 3.3** به بعد اضافه شده است - نیز در دسترس هستند::
+
+      >>> math.log10(100)
+      2.0
+      >>> math.log2(8)
+      3.0
+      >>> 
+
+
+* ``(math.sqrt(x``:  ریشه دوم (Square root) یا همان جذر (`ویکی‌پدیا <https://en.wikipedia.org/wiki/Square_root>`__)‌ عدد x را برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/math.html#math.sqrt>`__]::
+
+
+    >>> import math
+
+    >>> math.sqrt(4)
+    2.0
+    >>>
+
+* ``(math.pow(x, y``: عدد x را به توان عدد y می‌رساند و حاصل را برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/math.html#math.pow>`__]::
+
+    >>> import math
+
+    >>> math.pow(3, 2)
+    9.0
+
+  این تابع هر دو آرگومان خود را به نوع float تبدیل می‌کند؛ چنانچه می‌خواهید با اعداد صحیح کار کنید، از عملگر ``**`` یا تابع آماده ``()pow`` [`اسناد پایتون <https://docs.python.org/3/library/functions.html#pow>`__] استفاده نمایید::
+
+    >>> 3**2
+    9
+    >>> pow(3, 2)
+    9
+
+
+* توابع مثلثاتی (Trigonometric functions) [`اسناد پایتون <https://docs.python.org/3/library/math.html#trigonometric-functions>`__]:  ``(cos(x`` و ``(sin(x`` و ``(tan(x`` و ``(acos(x`` و ``(asin(x`` و ``(atan(x`` که در تمام آن‌ها زاویه x بر حسب **رادیان (Radian)** است::
+
+    >>> import math
+
+    >>> math.cos(0)
+    1.0
+    >>> math.sin(0)
+    0.0
+    >>> math.tan(0)
+    0.0
+    >>> 
+
+* ``(math.degrees(x``: زاویه x را از رادیان به **درجه** تبدیل می‌کند [`اسناد پایتون <https://docs.python.org/3/library/math.html#math.degrees>`__]::
+
+    >>> import math
+
+    >>> math.degrees(0)
+    0.0
+
+* ``(math.radians(x``: زاویه x را از درجه به **رادیان** تبدیل می‌کند [`اسناد پایتون <https://docs.python.org/3/library/math.html#math.radians>`__]::
+
+    >>> import math
+
+    >>> math.degrees(0)
+    0.0
+    >>> math.radians(30)
+    0.5235987755982988
+
+  ::
+
+      >>> math.sin(math.radians(90))
+      1.0
+
+* توابع هذلولی (Hyperbolic functions) [`اسناد پایتون <https://docs.python.org/3/library/math.html#hyperbolic-function>`__]:  ``(cosh(x`` و ``(sinh(x`` و ``(tanh(x`` و ``(acosh(x`` و ``(asinh(x`` و ``(atanh(x``.
+
+
+.. _python-os: 
+
+os
+-----
+این ماژول امکان استفاده از برخی قابلیت‌های وابسته به سیستم عامل را فراهم می‌آورد؛ مانند گرفتن مسیر دایرکتوری برنامه [`اسناد پایتون <https://docs.python.org/3/library/os.html>`_]. برخی از تابع‌های موجود در این ماژول به شرح پایین است:
+
+* ``os.environ``: یک شی از نوع نگاشت - مانند نوع دیکشنری [به درس هشتم رجوع شود] - است که حاوی متغیرهای محیطی سیستم عامل می‌باشد [`اسناد پایتون <https://docs.python.org/3/library/os.html#os.environ>`__]
+
+  باید توجه داشت که مقدار این دستور متناسب با لحظه‌ای از سیستم عامل است که ماژول ``os`` به اسکریپت import شده است و شامل متغیرهایی که پس از این لحظه ایجاد شده باشند نمی‌شود.
+
+  ::
+
+
+    >>> # Python 3.x, GNU/Linux
+
+    >>> import os
+    >>> os.environ
+    environ({'LOGNAME': 'saeid', 'PWD': '/home/saeid', '_': '/usr/bin/python3', 'LANG': 'en_US.UTF-8', 'PATH': '/usr/local/sbin:/usr/local/bin:/usr/bin', 'ZSH': '/home/saeid/.oh-my-zsh'})
+    >>> 
+
+  ::
+
+      >>> os.environ['PATH']
+      '/usr/local/sbin:/usr/local/bin:/usr/bin'
+
+      >>> os.environ['LANG']
+      'en_US.UTF-8'
+
+
+* ``()os.getcwd``: مسیر دایرکتوری جاری (Current Working Directory)‌ را برمی‌گرداند. خروجی این تابع برابر با دستور ``pwd`` در خط فرمان گنولینوکس یا ``%echo %CD`` در خط فرمان ویندوز می‌باشد. [`اسناد پایتون <https://docs.python.org/3/library/os.html#os.getcwd>`__]::
+
+    # Python 3.x, GNU/Linux
+
+    ~ pwd
+    /home/saeid
+
+ ::
+
+    ~ python3 -q 
+    >>> import os
+    >>> os.getcwd()
+    '/home/saeid'
+    >>>
+
+
+* ``(os.chdir(path``: مسیر دایرکتوری جاری را به مسیر آرگومان دریافتی path تغییر می‌دهد. عملکرد این تابع برابر با دستور ``cd`` در خط فرمان‌های گنولینوکس و ویندوز است. [`اسناد پایتون <https://docs.python.org/3/library/os.html#os.chdir>`__]::
+
+    >>> import os
+
+    >>> os.getcwd()
+    '/home/saeid'
+
+    >>> os.chdir('/etc')
+
+    >>> os.getcwd()
+    '/etc'
+
+* ``(os.listdir(path``: یک شی لیست که شامل محتویات درون دایرکتوری path است را برمی‌گرداند. چنانچه آرگومان path ارسال نشود به صورت پیش‌فرض مسیر دایرکتوری جاری در نظر گرفته می‌شود. [`اسناد پایتون <https://docs.python.org/3/library/os.html#os.listdir>`__] ::
+
+    >>> import os
+    >>> os.listdir('/home/saeid/Pictures')
+    ['scan0001.jpg', 'smplayer_screenshots', 'GNU.png', 'Wallpapers']
+
+
+* ``(os.mkdir(path``: یک دایرکتوری که نام کامل آن توسط آرگومان path تعیین شده است را ایجاد می‌کند. در صورتی که این دایرکتوری از قبل موجود باشد یک استثنا ``FileExistsError`` رخ می‌دهد. [`اسناد پایتون <https://docs.python.org/3/library/os.html#os.mkdir>`__]::
+
+    >>> import os
+    >>> os.mkdir('dir1')
+
+  در نمونه کد بالا از آنجا که مسیر دایرکتوری ذکر نشده است؛ دایرکتوری dir1 به صورت پبش فرض در مسیر دایرکتوری جاری (که در اینجا: ``/home/saeid/`` است) ایجاد می‌گردد؛ همین امر باعث بروز استثنا با اجرای دستور پایین می‌شود::
+
+      >>> os.mkdir('/home/saeid/dir1')
+      Traceback (most recent call last):
+        File "<stdin>", line 1, in <module>
+      FileExistsError: [Errno 17] File exists: '/home/saeid/dir1'
+
+
+
+  ::
+
+    >>> os.mkdir('/home/saeid/Documents/dir2')
+
+  *نمونه کد بالا موجب ایجاد دایرکتوری dir2 درون مسیر دایرکتوری Documents می‌شود.*
+
+  مسیر دایرکتوری می‌بایست به صورت صحیح وارد شود؛ در نمونه کد پایین نیز به همین دلیل که دایرکتوری dir3 وجود ندارد، استثنایی رخ داده است.
+
+  ::
+
+      >>> os.mkdir('/home/saeid/Documents/dir3/dir4')
+      Traceback (most recent call last):
+        File "<stdin>", line 1, in <module>
+      FileNotFoundError: [Errno 2] No such file or directory: '/home/saeid/Documents/dir3/dir4'
+
+
+* ``(os.makedirs(path``: همانند ``(os.mkdir(path`` است ولی با این تفاوت که تمامی دایرکتوری‌های میانی مورد نیاز را هم ایجاد می‌کند. [`اسناد پایتون <https://docs.python.org/3/library/os.html#os.makedirs>`__]
+
+  *در نمونه کد پایین برای ایجاد دایرکتوری dir5 دایرکتوری‌های dir3 و dir4 - که البته وجود ندارند - نیز ایجاد می‌گردند.*
+
+  ::
+
+    >>> import os
+    >>> os.makedirs('/home/saeid/Documents/dir3/dir4/dir5')
+
+* ``(os.rmdir(path``: دایرکتوری مشخص شده توسط آرگومان path را حذف می‌کند. این دایرکتوری می‌بایست خالی باشد در غیر این صورت یک استثنا ``OSError`` رخ می‌دهد. [`اسناد پایتون <https://docs.python.org/3/library/os.html#os.rmdir>`__]
+
+
+  البته برای حذف کامل یک دایرکتوری به همراه تمام محتویات آن می‌توانید از تابع ``(rmtree(path`` درون ماژول ``shutil`` [`اسناد پایتون <https://docs.python.org/3/library/shutil.html#shutil.rmtree>`__] استفاده نمایید::
+
+    >>> import shutil
+    >>> shutil.rmtree("/home/saeid/Documents/dir1")
+
+
+* ``(os.removedirs(path``: همانند ``(os.rmdir(path`` است ولی با این تفاوت که عملکردی بازگشتی دارد و تا زمانی که خطایی رخ نداده دایرکتوری‌های مشخص شده در آرگومان path را یکی یکی حذف می‌کند. [`اسناد پایتون <https://docs.python.org/3/library/os.html#os.removedirs>`__] ::
+
+    >>> import os
+    >>> os.removedirs('/home/dir1/dir2/dir3')
+
+  در نمونه کد بالا ابتدا دایرکتوری dir3 (با مسیر ``'home/dir1/dir2/dir3/'``) حذف می‌شود - البته اگر خالی باشد - و بعد از آن برای حذف دایرکتوری dir2 (با مسیر ``'home/dir1/dir2/'``) تلاش می‌شود که اگر آن‌هم خالی باشد و حذف گردد، روند حذف به همین شکل برای باقی مسیر ادامه می‌یابد.
+
+* ``(os.rename(src, dst``: این تابع برای تغییر نام یک فایل یا دایرکتوری کاربرد دارد. آرگومان ``src`` نام اصلی و آرگومان ``dst`` نیز نام جدید برای فایل یا دایرکتوری مورد نظر می‌باشند [`اسناد پایتون <https://docs.python.org/3/library/os.html#os.rename>`__]::
+
+    >>> import os
+    >>> os.getcwd()
+    '/home/saeid/Documents/dir'
+    >>> os.listdir(os.getcwd())
+    ['fontsdir', 'index.html', 'style.css']
+
+    >>> os.rename("fontsdir", "_fonts")
+
+    >>> os.listdir(os.getcwd())
+    ['index.html', 'style.css', '_fonts']
+
+  توجه داشته باشید چنانچه فایل یا دایرکتوری موردنظر در مسیری دیگری از مسیر دایرکتوری جاری باشد؛ لازم است نام به شکل کامل (همراه با مسیر) ذکر گردد. همچنین بدیهی است که تغییر مسیر در آرگومان ``dst`` موجب عمل انتقال (Move) می‌شود::
+
+    >>> import os
+    >>> os.getcwd()
+    '/home/saeid/Documents/dir/dir1'
+    >>> os.listdir(os.getcwd())
+    ['index.html', 'style.css', '_fonts']
+
+    >>> os.rename("_fonts", "/home/saeid/Documents/dir/dir2/_fonts")
+
+    >>> os.listdir(os.getcwd())
+    ['index.html', 'style.css']
+
+    >>> os.chdir('/home/saeid/Documents/dir/dir2')
+    >>> os.listdir(os.getcwd())
+    ['_fonts']
+
+  در گنولینوکس چنانچه بخواهیم نام **فایلی** به یک نام از پیش موجود تغییر داده شود؛‌ [در صورتی که کاربر نیز اجازه دسترسی (Permission) لازم را داشته باشد] یک عمل جایگزینی (Replace) صورت می‌گیرد، ولی برای چنین مواقعی در سیستم عامل ویندوز یک خطای ``OSError`` رخ خواهد داد. رویداد این ماجرا در هنگام تغییر نام یک **دایرکتوری**، باعث بروز خطای ``OSError`` در هر دو سیستم عامل می‌شود.
+
+
+* ``(os.renames(old, new``: عملکردی مشابه با تابع ``()rename`` دارد با این تفاوت که اگر دایرکتورهای میانی از مسیر آرگومان ``new``، وجود نداشته باشند، آن‌ها را نیز ایجاد می‌کند [`اسناد پایتون <https://docs.python.org/3/library/os.html#os.renames>`__]::
+
+    >>> import os
+    >>> os.getcwd()
+    '/home/saeid/Documents/dir'
+    >>> os.listdir(os.getcwd())
+    ['index.html', 'style.css', '_fonts', 'js']
+
+    >>> os.renames("style.css", "css/style.css")
+
+    >>> os.listdir(os.getcwd())
+    ['index.html', 'css', '_fonts', 'js']
+
+
+* ``(os.walk(rootdirpath``: مسیر یک دایرکتوری را به عنوان دایرکتوری ریشه پیمایش می‌کند و مسیر هر دایرکتوری را که می‌بیند به همراه نام دایرکتوری‌ها و فایل‌های درون آن برمی‌گرداند. [`اسناد پایتون <https://docs.python.org/3/library/os.html#os.walk>`__]::
+
+    dir1
+    ├── dir2
+    │   └── file21
+    ├── file11
+    └── file12
+
+  ::
+
+      >>> import os
+
+      >>> tuple(os.walk('/home/saeid/Documents/dir1'))
+      (('/home/saeid/Documents/dir1', ['dir2'], ['file12', 'file11']), ('/home/saeid/Documents/dir1/dir2', [], ['file21']))
+
+
+  ::
+
+      >>> import os
+
+      >>> for root, dirs, files in os.walk('/home/saeid/Documents/dir1'):
+      ...     print('Found directory: {}'.format(root))
+      ...     for filename in files:
+      ...         print('\t{}'.format(filename))
+      ... 
+      Found directory: /home/saeid/Documents/dir1
+      	file12
+      	file11
+      Found directory: /home/saeid/Documents/dir1/dir2
+      	file21
+      >>> 
+
+  جهت پیمایش دایرکتوری‌ها به صورت پیش‌فرض از بالا (دایرکتوری ریشه) به پایین است که می‌توان با ``False`` قرار دادن آرگومان اختیاری ``topdown`` آن را معکوس نمود::
+
+    >>> for root, dirs, files in os.walk('/home/saeid/Documents/dir1', topdown=False):
+    ...     print('Found directory: {}'.format(root))
+    ...     for filename in files:
+    ...         print('\t{}'.format(filename))
+    ... 
+    Found directory: /home/saeid/Documents/dir1/dir2
+    	file21
+    Found directory: /home/saeid/Documents/dir1
+    	file12
+    	file11
+    >>> 
+
+
+* ``os.sep``: این متغیر حاوی کاراکتری می‌باشد که سیستم‌عامل از آن برای جدا سازی اجزای یک مسیر استفاده می‌کند. مانند: ``/`` در گنولینوکس یا ``\\`` در ویندوز [`اسناد پایتون <https://docs.python.org/3/library/os.html#os.sep>`__]
+
+
+* ``os.extsep``: این متغیر حاوی کاراکتری می‌باشد که در سیستم‌عامل جاری از آن برای جدا سازی نام فایل از پسوند آن استفاده می‌گردد. مانند: ``.`` (نام فایل: script.py) [`اسناد پایتون <https://docs.python.org/3/library/os.html#os.extsep>`__]
+
+
+* ``os.pardir``: حاوی مقداری است که در سیستم‌عامل جاری از آن برای اشاره به یک دایرکتوری بالاتر از دایرکتوری جاری استفاده می‌گردد (Parent Directory). مانند: ``..`` در گنولینوکس و ویندوز [`اسناد پایتون <https://docs.python.org/3/library/os.html#os.pardir>`__]::
+
+    # GNU/Linux
+
+    ~ pwd
+    /home/saeid/Documents
+
+    ~ cd ..
+
+    ~ pwd
+    /home/saeid
+
+
+* ``os.curdir``: حاوی مقداری است که در سیستم‌عامل جاری از آن برای اشاره به دایرکتوری جاری استفاده می‌گردد (Current Directory). مانند: ``.`` در گنولینوکس و ویندوز [`اسناد پایتون <https://docs.python.org/3/library/os.html#os.curdir>`__]::
+
+
+    # GNU/Linux
+
+    ~ pwd
+    /home/saeid
+
+    ~ cd .
+
+    ~ pwd
+    /home/saeid
+
+    ~ cd ./..
+
+    ~ pwd
+    /home 
+
+
+.. _python-os-path: 
+
+os.path
+--------
+
+این ماژول توابعی مفیدی برای کار با مسیر فایل‌ها و دایرکتوری‌ها پیاده‌سازی کرده است [`اسناد پایتون <https://docs.python.org/3/library/os.path.html>`__]. 
+
+
+.. caution::
+    برای خواندن و نوشتن فایل‌ها از ``()open`` و برای دسترسی به سیستم‌فایل از ماژول ``os`` استفاده نمایید.
+
+
+
+* ``(os.path.split(path``: مسیر path دریافتی را به یک توپِل (dirname, basename) تجزیه می‌کند که در آن **basename** آخرین بخش از مسیر path و **dirname** نیز هر آنچه قبل از basename باشد، خواهند بود [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.split>`__]::
+
+
+    >>> import os.path
+
+    >>> for path in [ '/one/two/three', 
+    ...               '/one/two/three/',
+    ...               '/',
+    ...               '.',
+    ...               '']:
+    ...     print ('"%s" : "%s"' % (path, os.path.split(path)))
+    ... 
+    "/one/two/three" : "('/one/two', 'three')"
+    "/one/two/three/" : "('/one/two/three', '')"
+    "/" : "('/', '')"
+    "." : "('', '.')"
+    "" : "('', '')"
+    >>>
+
+
+* ``(os.path.basename(path``: مقداری برابر با **بخش دوم** از توپِل خروجی تابع ``(os.path.split(path`` را برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.basename>`__]::
+
+
+    >>> import os.path
+    >>> 
+    >>> for path in [ '/one/two/three', 
+    ...               '/one/two/three/',
+    ...               '/',
+    ...               '.',
+    ...               '']:
+    ...     print ('"%s" : "%s"' % (path, os.path.basename(path)))
+    ... 
+    "/one/two/three" : "three"
+    "/one/two/three/" : ""
+    "/" : ""
+    "." : "."
+    "" : ""
+    >>> 
+
+
+* ``(os.path.dirname(path``: مقداری برابر با **بخش یکم** از توپِل خروجی تابع ``(os.path.split(path`` را برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.dirname>`__]::
+
+    >>> import os.path
+    >>> 
+    >>> for path in [ '/one/two/three', 
+    ...               '/one/two/three/',
+    ...               '/',
+    ...               '.',
+    ...               '']:
+    ...     print ('"%s" : "%s"' % (path, os.path.dirname(path)))
+    ... 
+    "/one/two/three" : "/one/two"
+    "/one/two/three/" : "/one/two/three"
+    "/" : "/"
+    "." : ""
+    "" : ""
+    >>>
+
+
+
+* ``(os.path.splitext(path``: مشابه تابع ``(os.path.split(path``  است با این تفاوت که پسوند را از path جدا کرده و نتیجه را به شکل توپِل بر می‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.splitext>`__]::
+
+      >>> import os.path
+      >>> 
+      >>> for path in [ 'filename.txt', 
+      ...               'filename',
+      ...               '/path/to/filename.txt',
+      ...               '/',
+      ...               '.',
+      ...               '']:
+      ...     print ('"%s" : "%s"' % (path, os.path.splitext(path)))
+      ... 
+      "filename.txt" : "('filename', '.txt')"
+      "filename" : "('filename', '')"
+      "/path/to/filename.txt" : "('/path/to/filename', '.txt')"
+      "/" : "('/', '')"
+      "." : "('.', '')"
+      "" : "('', '')"
+      >>> 
+
+
+* ``(os.path.join(*paths``: اجزای یک مسیر را به یکدیگر متصل می‌کند [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.join>`__]::
+
+    # GNU/Linux
+
+    import os
+    
+    >>> os.path.join('one', 'two', 'three')
+    'one/two/three'
+
+    >>> os.path.join(os.sep, 'one', 'two', 'three')
+    '/one/two/three'
+
+  ::
+
+      # Windows  
+
+      import os  
+
+      >>> os.path.join('one', 'two', 'three')
+      'one\\two\\three'
+
+      >>> os.path.join(os.sep, 'one', 'two', 'three')
+      '\\one\\two\\three'
+
+  همچنین برای ایجاد چندین مسیر به صورت همزمان، می‌توان اجزای هر مسیر را به صورت یک توپِل (یا لیست) درون یک لیست قرار داد و سپس با استفاده از حلقه ``for``، اجزای هر مسیر را جداگانه به تابع ``join`` ارسال نمود. البته باید توجه داشت که می‌بایست پارامتر مشخص شده در تعریف تابع ``join`` با یک ستاره مشخص شده باشد؛ در این حالت اجزای درون یک توپِل (یا لیست) به صورت پارامترهای جدا تابع در نظر گرفته می‌شوند، چیزی مانند نمونه کد بالا - در درس تابع دوباره به این شیوه ارسال پارامتر اشاره خواهد شد - به نمونه کد پایین توجه نمایید::
+
+      >>> import os 
+
+      >>> for parts in [ ('one', 'two', 'three'),
+      ...                ('/', 'one', 'two', 'three'),
+      ...                ('/one', 'two', '/three', 'four'),
+      ...                ]:
+      ...     print (parts, ':', os.path.join(*parts))
+      ... 
+      ('one', 'two', 'three') : one/two/three
+      ('/', 'one', 'two', 'three') : /one/two/three
+      ('/one', 'two', '/three', 'four') : '/three/four'
+      >>>
+
+  .. note::
+    هر مسیر می‌بایست دقیقا شامل یک کاراکتر جدا کننده دایرکتوری (``os.sep``) باشد در غیر این صورت اجزا فقط از آخرین نمونه به بعد در نظر گرفته می‌شوند. این اتفاق در توپِل سوم  از نمونه کد بالا رخ داده است::
+               
+                ('one', 'two', '/three', 'four/')
+
+
+* ``(os.path.expanduser(path``: این تابع تنها یک پارامتر با ترکیب ``user~`` می‌پذیرد و کاراکتر ``~`` را به مسیر دایرکتوری کاربر user در سیستم عامل تبدیل می‌کند [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.expanduser>`__]::
+
+    # GNU/Linux
+
+    >>> os.path.expanduser('~saeid')
+    '/home/saeid'
+
+  ::
+
+      # Windows
+
+      >>> os.path.expanduser('~saeid')
+      'C:\\Documents and Settings\\saeid'
+
+
+  ::
+
+      # GNU/Linux
+
+      >>> for user in [ '', 'saeid', 'www-data', 'postgres' ]:
+      ...     lookup = '~' +  user
+      ...     print (lookup, ':', os.path.expanduser(lookup))
+      ... 
+      ~ : /home/saeid
+      ~saeid : /home/saeid
+      ~www-data : /var/www
+      ~postgres : /var/lib/postgresql
+      >>> 
+
+
+* ``(os.path.expandvars(path``: این تابع مقدار متغیرهای محیطی موجود در پارامتر دریافتی را جایگزین کرده و حاصل را برمی‌گرداند. نام متغیرها می‌بایست با الگوی ``name$`` داخل پارامتر ذکر گردند. [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.expandvars>`__]::
+
+
+    >>> import os
+
+    >>> os.environ['MYVAR'] = 'VALUE'
+    >>> os.path.expandvars('/path/to/$MYVAR')
+    '/path/to/VALUE'
+
+
+* ``(os.path.normpath(path``: مسیر را نرمال‌سازی می‌کند. در این راه تمام مسیرهایی که به یکی از اشکال ``A//B`` ``A/B/`` ``A/./B`` ``A/foo/../B`` هستند، به صورت ``A/B`` ارزیابی می‌شوند. همچنین در سیستم عامل ویندوز کاراکتر جداکننده دایرکتوری گنولینوکس (``/``) را به ``\`` تبدیل می‌کند [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.normpath>`__]::
+
+
+    >>> for path in [ 'one//two//three', 
+    ...               'one/./two/./three', 
+    ...               'one/../one/two/three',
+    ...               ]:
+    ...     print (path, ':', os.path.normpath(path))
+    ... 
+    one//two//three : one/two/three
+    one/./two/./three : one/two/three
+    one/../one/two/three : one/two/three
+    >>>
+
+
+  ::
+
+      # Windows
+
+      >>> for path in [ 'one/two/three',
+      ...
+      ...               'one\\two\\three',
+      ...               'one\\.\\two\\.\\three',
+      ...               'one\\..\\one\\two\\three',
+      ...               ]:
+      ...     print (path, ':', os.path.normpath(path))
+      ...
+      one/two/three : one\two\three
+      one\two\three : one\two\three
+      one\.\two\.\three : one\two\three
+      one\..\one\two\three : one\two\three
+
+
+* ``(os.path.abspath(path``: مسیر نسبی را نرمال‌سازی کرده و به مسیر مطلق (Absolute - مسیری از ابتدا یا همان روت سیستم فایل - در گنولینوکس: مسیری که با ``/`` شروع شده باشد - در ویندوز: مسیری که با نام یک درایو شروع شده باشد) تبدیل می‌کند. حاصل این تابع برابر با حاصل متد پایین می‌باشد. [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.abspath>`__]::
+
+         (os.path.normpath(os.path.join(os.getcwd(), path)
+
+
+  .. code:: python
+
+      >>> import os
+
+      >>> os.getcwd()
+      '/mnt/Data/WorkSpace/PythonPersianTutorial'
+
+      >>> for path in [ '.', 
+      ...               '..', 
+      ...               './one/two/three', 
+      ...               '../one/two/three']:
+      ...     print ('"%s" : "%s"' % (path, os.path.abspath(path)))
+      ... 
+      "." : "/mnt/Data/WorkSpace/PythonPersianTutorial"
+      ".." : "/mnt/Data/WorkSpace"
+      "./one/two/three" : "/mnt/Data/WorkSpace/PythonPersianTutorial/one/two/three"
+      "../one/two/three" : "/mnt/Data/WorkSpace/one/two/three"
+      >>> 
+
+
+  .. code:: python
+      
+      # Windows 
+
+      >>> import os
+
+      >>> os.getcwd()
+      'C:\\Python34'
+      
+      >>> for path in [ '.',
+      ...               '..',
+      ...               './one/two/three',
+      ...               '../one/two/three']:
+      ...     print ('"%s" : "%s"' % (path, os.path.abspath(path)))
+      ...
+      "." : "C:\Python34"
+      ".." : "C:\"
+      "./one/two/three" : "C:\Python34\one\two\three"
+      "../one/two/three" : "C:\one\two\three"
+      >>>
+
+
+* گاهی لازم است که یک مسیر بررسی شود که آیا مربوط به یک فایل است یا دایرکتوری یا لینک نمادین (`Symbolic link <https://fa.wikipedia.org/wiki/پیوند_نمادین>`__)، مسیر مطلق (Absolute) است یا خیر، اصلا وجود دارد یا خیر و ... برای این منظور می‌توان از توابع پایین استفاده کرد:
+
+  ``isabs(path)``: چنانچه مسیر مطلق باشد ``True`` برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.isabs>`__]
+
+  ``isfile(path)``: چنانچه مسیر مربوط به یک فایل که موجود نیز هست باشد ``True`` برمی‌گرداند. این تابع لینک‌های به فایل را نیز دنبال می‌کند، پس این تابع می‌تواند همراه با تابع ``islink`` برای یک مسیر مشخص مقدار ``True`` را برگرداند.  [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.isfile>`__]
+
+  ``isdir(path)``: چنانچه مسیر مربوط به یک دایرکتوری که موجود نیز هست باشد ``True`` برمی‌گرداند. این تابع لینک‌های به دایرکتوری را نیز دنبال می‌کند، پس این تابع می‌تواند همراه با تابع ``islink`` برای یک مسیر مشخص مقدار ``True`` را برگرداند.  [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.isdir>`__]
+
+
+  ``islink(path)``: چنانچه مسیر مربوط به یک لینک نمادین باشد ``True`` برمی‌گرداند. [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.islink>`__]
+
+  ``exists(path)``: چنانچه مسیر دریافتی صرف نظر از اینکه مربوط به یک فایل است یا دایرکتوری، موجود باشد ``True`` برمی‌گرداند. [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.exists>`__]
+
+
+  ``lexists(path)``:چنانچه مسیر لینک نمادین دریافتی موجود باشد ``True`` برمی گرداند. این تابع لینک را دنبال نمی‌کند و بررسی نمی‌کند که لینک سالم هست یا خیر. [`اسناد پایتون <https://docs.python.org/3/library/os.path.html#os.path.lexists>`__]
+
+  .. code-block:: python
+      :linenos:
+
+      # Python 3.x
+      # File Name: file_script.py
+
+      import os
+
+      for path in [ __file__, os.path.dirname(__file__), '/', '/var/www/html/wordpress']:
+          print ('Path            :', path)
+          print ('Absolute        :', os.path.isabs(path))
+          print ('Is File?        :', os.path.isfile(path))
+          print ('Is Directory?   :', os.path.isdir(path))
+          print ('Is Link?        :', os.path.islink(path))
+          print ('Is Mount point? :', os.path.ismount(path))
+          print ('Exists?         :', os.path.exists(path))
+          print ('Link Exists?    :', os.path.lexists(path))
+          print ()
+
+
+  ::
+
+      Path            : /home/saeid/Desktop/file_script.py
+      Absolute        : True
+      Is File?        : True
+      Is Directory?   : False
+      Is Link?        : False
+      Is Mount point? : False
+      Exists?         : True
+      Link Exists?    : True
+
+      Path            : /home/saeid/Desktop
+      Absolute        : True
+      Is File?        : False
+      Is Directory?   : True
+      Is Link?        : False
+      Is Mount point? : False
+      Exists?         : True
+      Link Exists?    : True
+
+      Path            : /
+      Absolute        : True
+      Is File?        : False
+      Is Directory?   : True
+      Is Link?        : False
+      Is Mount point? : True
+      Exists?         : True
+      Link Exists?    : True
+
+      Path            : /var/www/html/wordpress
+      Absolute        : True
+      Is File?        : False
+      Is Directory?   : True
+      Is Link?        : True
+      Is Mount point? : False
+      Exists?         : True
+      Link Exists?    : True
+
+
+  متغیر ``__file__`` در هر اسکریپتی به نام کامل آن اسکریپت اشاره دارد.
+
+  مسیر چهارم در نمونه کد بالا در واقع مسیر لینکی است به یک دایرکتوری دیگر.
+
+
+
+|
+
+----
+
+:emoji-size:`😊` امیدوارم مفید بوده باشه
+
+
diff --git a/source/lessons/l12-function-in-python.rst b/source/lessons/l12-function-in-python.rst
index f80b173..8b1fe71 100644
--- a/source/lessons/l12-function-in-python.rst
+++ b/source/lessons/l12-function-in-python.rst
@@ -1,877 +1,877 @@
-.. role:: emoji-size
-
-.. meta::
-   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس دوازدهم: تابع در پایتون
-
-
-.. _lesson-12: 
-
-درس ۱۲: تابع در پایتون
-===========================================================
-
-.. figure:: /_static/pages/12-python-function.jpg
-    :align: center
-    :alt: تابع در پایتون
-    :class: page-image
-
-    Photo by `Josue Isai Ramos Figueroa <https://unsplash.com/photos/qvBYnMuNJ9A>`__
-
-این درس به معرفی و شرح مفهوم **تابع (Function)** در زبان برنامه‌نویسی پایتون می‌پردازد.
-
-
-شرح تابع بسیار گسترده است و نمی‌تواند تنها محدود به همین درس باشد، بنابراین دروس سیزدهم و چهاردهم نیز برخی از کاربردهای تابع در پایتون را بررسی خواهند کرد.
-
-
-
-:emoji-size:`✔` سطح: متوسط
-
-----
-
-
-.. contents:: سرفصل‌ها
-    :depth: 2
-
-----
-
-
-.. _introduction-to-function: 
-
-مقدمه
-------
-
-**تابع (Function)** به بلاکی از دستورات گفته می‌شود که برای به اجرا درآمدن نیازمند فراخوانی هستند و این فراخوانی می‌تواند بیش از یک بار انجام گیرد. تابع می‌تواند به هنگام فراخوانی مقادیری را دریافت کند و در صورت لزوم مقداری نیز به عنوان نتیجه برگرداند.
-
-تابع جایگزینی برای بخش‌های تکراری برنامه است که با یک بار نوشتن و چندین بار فراخوانی و اجرای آن می‌توان از پیچیدگی برنامه جلوگیری و تغییر در آن را آسان نمود. استفاده از توابع باعث بالابردن قابلیت استفاده مجدد از کدها می‌شود و افزونگی را نیز کاهش می‌دهد. توابع ابزاری برای خرد کردن منطق برنامه به واحدهای اجرایی کوچکتر برای تسهیل ساخت برنامه‌های بزرگ است.
-
-مفهوم تابع از علم ریاضی وارد برنامه‌نویسی شده و به معنی ابزاری است که می‌تواند نتیجه (یا خروجی) را بر اساس داده‌های ورودی محاسبه نماید. چنانچه تمام بخش‌های اساسی برنامه با چنین رویکردی توسعه یابد، به این شیوه توسعه «برنامه‌نویسی تابعی» (Functional Programming) گفته می‌شود، شیوه‌ایی که با آن در زبان‌های برنامه‌نویسی همچون Scala ،Scheme ،Lisp و Haskell مواجه هستید. تابع در زبان‌های دیگری همچون C ،Pascal و ++C نیز وجود دارد که البته این زبان‌ها در دسته «برنامه‌نویسی اعلانی» (Imperative programming) قرار دارند و رویکردی که این‌ها نسبت به تابع دارند کاملا متفاوت از چیزی است که در زبان‌های برنامه‌نویسی تابعی وجود دارد. توضیح تفاوت این دو کمی سخت است ولی حتما توسط برنامه‌نویسی با زبان‌های موجود در این دو دسته به آن پی خواهید برد. :)
-
-رویکرد این آموزش به تابع بر اساس برنامه‌نویسی اعلانی است. زبان پایتون قابلیت برنامه‌نویسی تابعی را نیز در کنار رویکردهای دیگر همچون اعلانی یا شی‌گرایی ارایه می‌دهد. برای چگونگی برنامه‌نویسی تابعی با استفاده از زبان پایتون می‌توانید به کتاب Functional Programming in Python  از انتشارات O'Reilly مراجعه نمایید (`Functional Programming in Python <http://www.oreilly.com/programming/free/functional-programming-python.csp>`__).
-
-در کنار اصطلاح تابع در برنامه‌نویسی، اصطلاح مشابه دیگری نیز به عنوان «رِوال» (Procedure) وجود دارد. روال و تابع در ساختار شبیه یکدیگر هستند با این تفاوت که روال‌ها مقداری برنمی‌گردانند. در پایتون سینتکسی برای تعریف روال وجود ندارد ولی به توابعی که مقداری برنمی‌گردانند، روال نیز گفته می‌شوند که اشتباه است چرا که توابع در پایتون تحت هر شرایطی یک مقدار برمی‌گردانند حتی اگر این مقدار ``None`` باشد.
-
-.. _python-function-syntax: 
-
-سینتکس
---------
-
-سینتکس تابع در زبان برنامه‌نویسی پایتون همانند هر دستور مرکب دیگری شامل یک سرآیند و یک بدنه است - درس ششم. بخش سرآیند شامل کلمه کلیدی ``def``، یک نام به دلخواه کاربر و پرانتز‌ می‌باشد که این پرانتز‌ محل قرار گرفتن پارامترهای تابع را نمایش می‌دهد. هر تابع می‌تواند هیچ، یک یا چند پارامتر بپذیرد::
-
-    def function_name(param1, param2,... paramN):
-        statements
-
-همانطور که بارها گفته شد، هر چیزی در پایتون شی است، هنگامی که اجرای برنامه به کلمه کلیدی ``def`` می‌رسد، ابتدا یک شی تابع ایجاد و سپس از نام تابع (در اینجا: function_name) به آن ارجاع داده می‌شود::
-
-    >>> def func_name():
-    ...     pass
-    ... 
-    >>>
-    >>> type(func_name)
-    <class 'function'>
-
-.. tip:: 
-    پیشنهاد `PEP 8 <http://www.python.org/dev/peps/pep-0008>`__: نام تابع از حروف کوچک تشکیل شود که کلمه‌های آن با استفاده از خط زیرین (Underscores) از یکدیگر جدا شده باشند. مانند: my_function . حالت ``mixedCase`` مانند: myFunction نیز صحیح می‌باشد به شرط آنکه در سراسر کدها نام توابع با همین الگو نوشته شود.
-
-بدنه تا زمانی که تابع فراخوانی نگردد، اجرا نمی‌شود. برای فراخوانی تابع از نام تابع + پرانتز استفاده می‌شود و در صورتی که در تعریف تابع پارامترهایی قرار داده شده باشد، می‌بایست هنگام فراخوانی آرگومان‌های متناسب با این پارامترها نیز ارسال گردند::
-
-    function_name(arg1, arg2,... argN)
-
-
-.. caution:: 
-    در بحث توابع، به متغیرهایی که در سرآیند تابع تعریف می‌شوند پارامتر (Parameter) و به داده‌هایی که هنگام فراخوانی تابع ارسال می‌گردند، آرگومان (Argument) گفته می‌شود. به ازای هر پارامتر در نظر گرفته شده در تعریف تابع می‌بایست یک آرگومان نظیر به آن ارسال گردد. در واقع آرگومان‌ها مقادیری هستند که می‌خواهیم به پارامترهای یک تابع انتساب دهیم. هیچ الزامی به هم نام بودن آرگومان‌ها و پارامترهای نظیر وجود ندارد ولی وجود هم نامی باعث خوانایی بیشتر کد می‌شود.
-
-
-
-بدنه تابع می تواند حاوی کلمه کلیدی ``return`` نیز باشد. در واقع ``return`` دستوری است که در هر جایی از بدنه آورده شود، اجرای تابع در آن نقطه متوقف و مقداری (البته در زبان پایتون درست این است که گفته شود: شی‌ای) را به عنوان نتیجه به محل فراخوانی تابع بازمی‌گرداند::
-
-    def function_name(param1, param2,... paramN):
-        ...
-        return value
-
-در نمونه کد بالا value مقداری است که توسط ``return`` به محل فراخوانی بازگردانده می‌شود. value می‌تواند صراحتا یک مقدار نباشد بلکه یک عبارت مانند : ``param1**2`` یا ``param1 > 3`` و... باشد که در این صورت ابتدا حاصل عبارت ارزیابی و سپس بازگردانده می‌شود. چنانچه value ذکر نگردد، ``None`` بازگردانده می‌شود::
-
-    >>> def my_pow(x, y):
-    ...     return x**y
-    ... 
-    >>> 
-    >>> a = 2
-    >>> b = 3
-    >>> 
-    >>> my_pow(a, b)
-    8
-    >>>
-
-.. tip:: 
-
-    چنانچه در انتهای تابع دستور ``return`` نوشته نشود، مفسر پایتون به صورت ضمنی دستور ``return None`` را در نظر می‌گیرد. بنابراین با فراخوانی این چنین توابع در زبان پایتون، پس از اجرای کامل دستورات داخل بدنه مقدار ``None`` بازگردانده خواهد شد (`albeit a rather boring one <https://docs.python.org/3/tutorial/controlflow.html#defining-functions>`__).
-
-.. tip:: 
-    پیشنهاد `PEP 8 <http://www.python.org/dev/peps/pep-0008>`__: در بازگردان مقدار در تابع یکنواخت عمل کنید. اگر از دستورات مرکبی به مانند ``if/else`` استفاده می‌کنید یا باید هیچ یک از بخش‌ها به صراحت ``return`` نداشته باشند یا اگر لازم است حداقل یک بخش مقداری را برگرداند، باقی بخش‌ها نیز می‌بایست یک مقداری را برگردانند حتی اگر قرار باشد این مقدار ``None`` در نظر گرفته شود::
-
-      YES:
-      
-      def foo(x):
-          if x >= 0:
-              return math.sqrt(x)
-          else:
-              return None
-
-
-      NO:
-    
-      def foo(x):
-          if x >= 0:
-              return math.sqrt(x)
-
-در زبان برنامه نویسی پایتون تابع یک موجودیت **”first-class“** است که یعنی تابع را می‌توان مانند دیگر اشیا به صورت پویا ایجاد یا نابود کرد، به صورت آرگومان به توابع دیگر ارسال نمود، به عنوان نتیجه توسط ``return`` بازگرداند و... در نتیجه می‌توان یک تابع را درون بدنه دستورات کنترلی (``while`` ،``if`` و...) یا درون بدنه تابعی دیگر تعریف نمود::
-
-   >>> def outer(num1):
-   ...     def inner_increment(num1):  # hidden from outer code
-   ...         return num1 + 1
-   ...     num2 = inner_increment(num1)
-   ...     print(num1, num2)
-   ... 
-   >>> 
-   >>> outer(1)
-   1 2
-
-
-خیلی خوب است که با استفاده از ”Docstring“ در توابع به مستندسازی و خوانایی بهتر برنامه کمک کنیم - درس ششم::
-
-
-    def function_with_docstring(param1, param2):
-        """Example function with types documented in the docstring.
-
-        Args:
-            param1 (int): The first parameter.
-            param2 (str): The second parameter.
-
-        Returns:
-            bool: The return value. True for success, False otherwise.
-        """
-    
-
-.. _python-namespaces-scope: 
-
-فضاهای نام و حوزه
-------------------
-
-در هر برنامه پایتون تعداد زیادی نام وجود دارد که برای نمونه می‌توان به: متغیرها، نام توابع، نام کلاس‌ها و... اشاره کرد. بدیهی است که برای شناسایی اشیا لازم است نام‌ها منحصر به فرد باشند، رعایت چنین امری در یک برنامه حتی کوچک کار سختی است. در زبان پایتون برای دسته‌بندی و جلوگیری از تداخل نام‌ها، ساختاری با عنوان «**فضاهای نام**» (**Namespaces**) در نظر گرفته شده است. هر فضا نام بخشی از نام‌های درون برنامه را دربر‌می‌گیرد. به صورت کلی فضاهای نام پایتون در سه سطح تو در توی «محلی» (Local)، «سراسری» (Global) و Built-in به تصویر کشیده می‌شوند:
-
-.. image:: /_static/lessons/l12-nested-namespaces-python.jpg
-    :align: center
-
-هر ماژول پایتون یک فضانام سراسری برای خود تشکیل می‌دهد که نسبت به فضا نام دیگر ماژول‌ها ایزوله است. فضانام تمام ماژول‌ها درون فضانام بزرگتری ایجاد می‌گردند که به عنوان فضانام Built-in شناخته می‌شود و نام تمامی توابع آماده مانند ``()open`` که پیش از این استفاده می‌کردیم در این فضا قرار گرفته است. ساختار تو در توی سطوح فضا نام باعث می‌شود که بدون نیاز به import ماژول خاصی در هر جای برنامه به توابع آماده (Built-in) دسترسی داشته باشیم.
-
-هر ماژول می‌تواند شامل تعدادی تابع و کلاس باشد. با فراخوانی هر تابع یک فضانام محلی برای آن تابع، درون فضانام ماژول مربوطه ایجاد می‌گردد و با پایان اجرای تابع نیز از بین می‌رود، در مورد کلاس‌ها هم اتفاق مشابهی رخ می‌دهد. بر همین اساس می‌توانیم درون تابع متغیرهایی متفاوت ولی هم نام با متغیرهای خارج از تابع در ماژول **ایجاد** نماییم چرا که آن‌ها در دو فضانام متفاوت قرار دارند و از طرفی به دلیل داخل بودن فضا نام تابع درون فضا نام ماژول خود، می‌توان به نام‌های خارج از تابع نیز دسترسی داشت.
-
-گفتیم فضا نام ماژول‌ها نسبت به یکدیگر ایزوله هستند. بنابراین برای دسترسی به نام‌های درون ماژول‌های دیگر، ابتدا می‌بایست آن‌ ماژول‌ها را import نماییم که در این صورت با استفاده از نام ماژول - به شکل یک پیشوند - قابل دستیابی هستند. برای نمونه دستیابی نام ``getcwd`` که به یک تابع از فضانام ``os`` ارجاع دارد، در نمونه کد پایین نمایش داده شده است::
-
-
-    >>> import os
-
-    >>> os.getcwd()
-    '/home/saeid'
-
-اما استفاده از نام‌های یک ماژول درون خودش چگونه است؟ جایی که فضا‌های نام دیگری همچون توابع نیز وجود دارند ولی هیچ پیشوندی مانند نام ماژول وجود ندارد که بتوان نام‌های درون این فضاهای متفاوت را از یکدیگر تمیز داد. برای اینکه بدانیم هر نام ماژول در هر نقطه‌ایی از همان ماژول چگونه مورد دستیابی قرار می‌گیرد با مفهوم دیگری به نام «**حوزه**» (**Scope**) آشنا می‌شویم. به صورت کلی حوزه به نواحی‌ای از برنامه گفته می‌شود که می‌توان یک نام را بدون استفاده از هیچ پیشوندی و البته بدون تداخل با نام‌های دیگر به کار برد. بحث حوزه صرفا در داخل هر ماژول مطرح است.
-
-*قوانین حوزه:*
-
-* بدنه ماژول - منظور نواحی‌ای که خارج از بدنه توابع و کلاس‌ها قرار دارد - **حوزه سراسری** (**Global Scope**) است. توجه داشته باشید که واژه «سراسری» در بحث حوزه (یا فضانام) تنها به سراسر کدهای داخل هر ماژول اشاره دارد و نه سراسر برنامه. به صورت کلی هر جایی از زبان پایتون که واژه سراسری (Global) را شنیدید (یا خواندید) به یاد ماژول بیافتید::
-
-    # This is a global variable
-    a = 0
-
-    if a == 0:
-        # This is still a global variable
-        b = 1
-
-  *در نمونه کد بالا، حوزه تعریف هر دو متغیر a و b از نوع سراسری است. بدنه دستورات کنترلی فاقد یک فضانام جداگانه است و تعریف متغیر در این نواحی از برنامه  درون حوزه سراسری قرار می‌گیرد.*
-
-  | 
-
-
-* بدنه هر تابع یک **حوزه محلی** (**Local Scope**) است و به صورت پیش‌فرض تمام متغیرهایی که درون توابع ایجاد می‌گردند درون حوزه محلی قرار گرفته‌اند مگر اینکه با استفاده از کلمه‌های کلیدی ``global`` یا ``nonlocal`` مشخص شده باشند. چنانچه بخواهیم درون تابع انتسابی به یکی از نام‌های موجود در حوزه سراسری انجام دهیم، می‌بایست از دستور ``global`` استفاده کنیم. به نمونه کدهای پایین توجه نمایید::
-
-    
-    def my_function(c):
-        # this is a local variable
-        d = 3
-
-
-  ::
-
-      >>> a = 0
-      >>> 
-      >>> def my_function():
-      ...    a = 3
-      ...    print(a)
-      ... 
-      >>> 
-      >>> a
-      0
-      >>> my_function()
-      3
-      >>> a
-      0
-      >>> 
-
-  ::
-
-     >>> a = 0
-     >>> 
-     >>> def my_function():
-     ...     global a
-     ...     a = 3
-     ...     print(a)
-     ... 
-     >>> 
-     >>> a
-     0
-     >>> my_function()
-     3
-     >>> a
-     3
-     >>> 
-
-  در توابع تو در تو نیز فرقی ندارد، هر تابع که فراخوانی می‌شود فضانامی مجزا برای آن ایجاد می‌شود و حوزه محلی خود را خواهد داشت. دستور ``nonlocal`` در پایتون ۳ ارائه شده است و در توابع تو در تو کاربرد دارد. هنگامی که بخواهیم داخل بدنه تابع درونی انتسابی به نامی تعریف شده در یکی از توابع بیرونی آن انجام دهیم، می‌بایست از این دستور برای مشخص کردن نام مورد نظر استفاده کنیم::
-
-    >>> def outer():
-    ...     x = 1
-    ...     def inner():
-    ...         x = 2
-    ...         print("inner:", x)
-    ...     inner()
-    ...     print("outer:", x)
-    ... 
-    >>>
-    >>> outer()
-    inner: 2
-    outer: 1
-    >>>
-
-  ::
-
-      >>> def outer():
-      ...     x = 1
-      ...     def inner():
-      ...         nonlocal x
-      ...         x = 2
-      ...         print("inner:", x)
-      ...     inner()
-      ...     print("outer:", x)
-      ... 
-      >>>
-      >>> outer()
-      inner: 2
-      outer: 2
-      >>>
-
-* وقتی از متغیری استفاده می‌کنیم، مفسر پایتون ابتدا می‌بایست حوزه و فضانام آن را تشخیص دهد تا بتواند شی‌ای که این متغیر به آن ارجاع دارد را پیدا کند. فرض کنیم متغیری درون عبارتی در بدنه یک تابع به کار رفته باشد در این صورت مفسر ابتدا حوزه محلی که متغیر در آن وجود دارد را برای یافتن تعریف متغیر جستجو می‌کند و چنانچه نیابد به سراغ حوزه محلی تابع بیرونی آن - در صورت وجود - می‌رود و همینطور ادامه می‌دهد که در نهایت حوزه سراسری ماژول و پس از آن نیز Built-in را بررسی می‌کند؛ اگر هم به نتیجه‌ایی نرسد یک استثنا ``NameError`` رخ می‌دهد::
-
-    >>> x = 0
-    >>> 
-    >>> def outer():
-    ...     x = 1
-    ...     def inner():
-    ...         print(x)
-    ...     inner()
-    ... 
-    >>> outer()
-    1
-
-  ::
-
-      >>> x = 0
-      >>> 
-      >>> def outer():
-      ...     def inner():
-      ...         print(x)
-      ...     inner()
-      ... 
-      >>> outer()
-      0
-
-
-  ::
-
-      >>> x = 0
-      >>> 
-      >>> def outer():
-      ...     def inner():
-      ...         print(z)
-      ...     inner()
-      ... 
-      >>> outer()
-      Traceback (most recent call last):
-        File "<stdin>", line 1, in <module>
-        File "<stdin>", line 4, in outer
-        File "<stdin>", line 3, in inner
-      NameError: name 'z' is not defined
-      >>> 
-
-
-.. _python-passing-arguments: 
-
-ارسال آرگومان
---------------
-
-به صورت خودکار با ارسال آرگومان به تابع، متغیرهایی محلی از انتساب اشیای آرگومان‌ها به اسامی پارامترهای موجود در سرآیند تابع به وجود می‌آیند::
-
-    >>> def f(a):
-    ...     print(a*a)
-    ... 
-    >>> 
-    >>> b = 3
-    >>> f(b)
-    9
-
-*با فراخوانی تابع f در نمونه کد بالا، متغیر محلی a ایجاد می‌گردد که به شی صحیح 3 اشاره دارد.*
-
-توجه داشته باشید که با انتساب شی‌ای جدید به پارامترهای تابع، عملا ارسال آرگومان بی‌تاثیر می‌گردد::
-
-    >>> def f(a):
-    ...     a = 2
-    ...     print(a*a)
-    ... 
-    >>> b = 3
-    >>> f(b)
-    4
-
-
-**نکته مهم در ارسال آرگومان، توجه به چگونگی آن است!**
-
-در بین زبان‌های برنامه‌نویسی دو شیوه برای ارسال آرگومان‌ رایج است: **”by value“** و **”by reference“**. در شیوه by value یک کپی از مقدار آرگومان به تابع ارسال می‌گردد و در نتیجه با تغییر مقدار پارامتر متناظر در تابع، مقدار آرگومان ارسال شده در خارج از تابع بدون تغییر باقی می‌ماند. به مثال پایتونی پایین توجه نمایید::
-
-    >>> def f(a):
-    ...     a = 2
-    ...     print(a*a)
-    ... 
-    >>> b = 3
-    >>> f(b)
-    4
-    >>> b
-    3
-
-*همانطور که در نمونه کد بالا قابل مشاهده است، مقدار متغییر b بدون تغییر باقی مانده است.*
-
-ولی در شیوه by reference به جای ارسال یک کپی از مقدار آرگومان، یک ارجاع (reference) از آرگومان به تابع ارسال می‌گردد. می‌توان این‌طور در نظر گرفت که پارامتر متناظر در تابع، همان آرگومان در خارج از تابع است. در نتیجه با تغییر مقدار پارامتر متناظر در تابع، مقدار آرگومان در خارج از تابع نیز تغییر می‌کند. به مثال پایتونی پایین توجه نمایید::
-
-    >>> def f(a):
-    ...    a[0] = 3
-    ...    print(a)
-    ... 
-    >>> b = [1, 2]
-    >>> f(b)
-    [3, 2]
-    >>> b
-    [3, 2]
-
-این دو از شیوه‌‌های مرسوم در زبان‌های برنامه‌نویسی هستند ولی ارسال پارامتر به صورت خاص در زبان برنامه‌نویسی پایتون چگونه است؟ در پایتون هر چیزی یک شی است و در نتیجه ارسال آرگومان‌ها در هر شرایطی به صورت **”by reference“** انجام می‌پذیرد. 
-
-و اگر سوال شود که علت تفاوت رفتار در دو مثال قبل چیست؟ باید بدانیم که علت به ماهیت اشیای آرگومان‌های ارسالی مربوط است. ارسال اشیای تغییرناپذیر (Immutable) به مانند انواع بولین، اعداد، رشته و توپِل به تابع، باعث بروز رفتاری مشابه با شیوه by value می‌شود ولی در مورد ارسال اشیای تغییرپذیر (Mutable) به مانند انواع لیست، دیکشنری و مجموعه اینگونه نخواهد بود. به تصاویر پایین توجه نمایید:
-
-.. image:: /_static/lessons/l12-python-passing-arguments-01.png
-    :align: center
-
-.. image:: /_static/lessons/l12-python-passing-arguments-02.png
-    :align: center
-
-اشیای تغییرپذیر در پایتون اشیایی هستند که بدون تغییر ``()id‍‍`` آن‌ها، مقدارشان قابل تغییر است. خروجی تابع ``()id‍‍`` برای هر شی بیانگر شناسه منحصر به فرد آن شی است که در واقع نشانی آن در حافظه نیز می‌باشد [`اسناد پایتون <http://docs.python.org/3/library/functions.html#id>`__] - درس پنجم.
-
-برای جلوگیری از تغییر اشیای تغییرپذیر درون تابع، می‌توان به گونه‌ایی که در درس هشتم گفته شد یک کپی از این نوع اشیا را ایجاد و سپس به صورت آرگومان به تابع ارسال کرد::
-
-    >>> def f(a):
-    ...     a[0] = 3
-    ...     print(a)
-    ... 
-    >>> b = [1, 2]
-    >>> f(b[:])      # Pass a copy
-    [3, 2]
-    >>> b
-    [1, 2]
-
-در نمونه کد بالا، از آنجایی که تمام اعضای شی لیست متغیر b تماما از انواع تغییرناپذیر هستند، یک کپی سطحی (Shallow Copy) از شی کفایت می‌کند ولی در حالتی غیر از این می‌بایست یک کپی عمیق (Deep Copy) از شی ارسال گردد - درس هشتم.
-
-البته گاهی واقعا نیاز است که مقدار تغییر یافته از متغیری که به تابع ارسال می‌شود را نیز بیرون از تابع هم در اختیار داشته باشیم. برای این منظور در برخی از زبان‌های برنامه‌نویسی امکان ارسال به شیوه by reference بنابر خواست برنامه‌نویس فراهم شده است. برای مثال در زبان php این کار با قرار دادن یک ``&`` در پشت پارامتر مورد نظر انجام می‌پذیرد:
-
-.. code-block:: php
-    
-    <?php
-    function foo(&$var)
-    {
-        $var++;
-    }
-
-    $a=5;
-    foo($a);
-    // $a is 6 here
-    ?>
-
-در پایتون چنین قابلیتی وجود ندارد، حداقل برای اشیای تغییرناپذیر! ولی می‌توان با استفاده از امکان بازگشت چندین شی توسط دستور ``return``، آن را پوشش داد. با استفاده از این شیوه می‌توان هر تعداد از پارمترهای مورد نیاز خود را به خارج از تابع انتقال داد::
-
-    >>> def multiple(x, y):
-    ...     x = 2
-    ...     y = [3, 4]
-    ...     return x, y
-    ... 
-    >>> X = 1
-    >>> Y = [1, 2]
-    >>> 
-    >>> X, Y = multiple(X, Y)
-    >>> 
-    >>> X
-    2
-    >>> Y
-    [3, 4]
-
-توجه داشته باشید که در این حالت دستور ``return`` تمام این اشیا را در قالب یک شی توپِل برمی‌گرداند::
-
-    >>> multiple(X, Y)
-    (2, [3, 4])
-
-
-.. _python-matching-arguments: 
-
-تطابق آرگومان‌ها
-------------------
-پیش‌تر به لزوم همخوانی تعداد آرگومان‌های ارسالی با پارامترهای موجود در سرآیند تابع اشاره شد::
-
-    >>> def f(a, b, c):
-    ...     pass
-    ... 
-    >>>
-    >>> f(1, 2)
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-    TypeError: f() missing 1 required positional argument: 'c'
-    >>> 
-    >>> f(1, 2, 3, 4)
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-    TypeError: f() takes 3 positional arguments but 4 were given
-    >>> 
-
-در ادامه به ارایه انواع سینتکس‌های مورد قبول پایتون در تطابق آرگومان‌ها (Argument Matching) با پارامتر‌های تابع می‌پردازیم:
-
-* سینتکس معمول که تاکنون استفاده می‌کردیم یعنی به صراحت در ازای هر پارامتر یک آرگومان نظیر ارسال گردد. عمل تطابق در این سینتکس بر اساس موقعیت آرگومان‌ها انجام می‌شود که در نتیجه می‌بایست ترتیب آرگومان‌ها، متناظر با ترتیب پارامترها در سرآیند تابع باشد::
-
-    >>> def f(a, b, c):
-    ...     print("a= ", a)
-    ...     print("b= ", b)
-    ...     print("c= ", c)
-    ... 
-    >>> f(1, 2, 3)
-    a=  1
-    b=  2
-    c=  3
-    >>> f("one", 2, [3,33,333])
-    a=  one
-    b=  2
-    c=  [3, 33, 333]
-    >>> 
-
-
-* سینتکس نام=مقدار، در این سینتکس آرگومان‌ها به نام پارامترها انتساب داده می‌شوند و از آنجا که عمل تطابق بر اساس نام پارامترها انجام می‌شود دیگر موقعیت یا ترتیب آرگومان‌ها اهمیتی ندارد::
-
-    >>> def f(a, b, c):
-    ...     print(a, b, c)
-    ... 
-    >>> f(a=1, c=3, b=2)
-    1 2 3
-
-  می‌توان از این دو سینتکس به صورت ترکیبی نیز استفاده کرد. فقط باید توجه داشت آرگومان‌هایی که عمل تطابق آن‌ها وابسته به موقعیت است را - با رعایت ترتیب موارد قبل‌تر از آن - در ابتدا قرار دهیم. به مثال پایین توجه نمایید::
-
-
-      >>> def f(a, b, c):
-      ...     print("a= ", a)
-      ...     print("b= ", b)
-      ...     print("c= ", c)
-      ... 
-      >>> f(1, c=3, b=2)
-      a=  1
-      b=  2
-      c=  3
-      >>> f(1, 2, c=3)
-      a=  1
-      b=  2
-      c=  3
-      >>> 
-
-
-  برای تابع مثال بالا، حالت‌های فراخوانی پایین نادرست هستند::
-
-      >>> f(c=3, b=2, 1)
-        File "<stdin>", line 1
-      SyntaxError: positional argument follows keyword argument
-
-      >>> f(a=1, 2, c=3)
-        File "<stdin>", line 1
-      SyntaxError: positional argument follows keyword argument
-
-      >>> f(a=1, 2, 3)
-        File "<stdin>", line 1
-      SyntaxError: positional argument follows keyword argument
-
-      >>> f(2, a=1, c=3)
-      Traceback (most recent call last):
-        File "<stdin>", line 1, in <module>
-      TypeError: f() got multiple values for argument 'a'
-
-
-* سینتکس ``iterable*``، در این سینتکس یک شی از نوع تکرارپذیر (iterable - درس نهم) مانند انواع رشته، توپِل، لیست و... که توسط یک کاراکتر ستاره ``*‍‍`` نشانه‌گذاری شده است، به تابع ارسال می‌گردد. در این صورت بر اساس ترتیب موقعیت، اعضای درون شی تکرارپذیر به پارامتر‌های تابع اختصاص می‌یابند::
-
-    >>> def f(a, b, c):
-    ...     print("a= ", a)
-    ...     print("b= ", b)
-    ...     print("c= ", c)
-    ... 
-    >>> 
-    >>>my_list = [1, 2, 3]
-    >>>
-    >>> f(*my_list)
-    a=  1
-    b=  2
-    c=  3
-    >>>
-    >>> my_list_2 = [1, 2, 3, 4]
-    >>>
-    >>> f(*my_list_2)
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-    TypeError: f() takes 3 positional arguments but 4 were given
-    >>> 
-
-
-
-* سینتکس ``dict**``، در این سینتکس یک شی دیکشنری که توسط دو کاراکتر ستاره ``**`` نشانه‌گذاری شده است به تابع ارسال می‌شود. کلید‌های این شی دیکشنری می‌بایست هم‌نام با پارامترهای تعریف شده در سرآیند تابع باشند. پس از فراخوانی تابع، این شی دیکشنری باز می‌شود و بر اساس نام کلید در جفت‌های کلید:مقدار درون آن، پارامترهای تابع مقداردهی می‌شوند::
-
-    >>> def f(a, b, c):
-    ...     print(a, b, c)
-    ... 
-    >>> b = {'a':1, 'c':3, 'b':2}
-    >>> f(**b)
-    1 2 3
-
-**این چهار سینتکس بر تعیین آرگومان‌ها در هنگام فراخوانی تابع بحث می‌کردند و در تمام آن‌ها می‌بایست تعداد آرگومان‌های ارسالی با تعداد پارامترهای تعریف شده در سرآیند تابع برابر باشد و البته بدیهی است که در دو سینتکس پایانی لازم است تعداد اعضای شی تکرارپذیر یا تعداد جفت‌های کلید:مقدار شی دیکشنری با تعداد پارامترهای تابع برابر باشند.**
-
-در ادامه به ارایه سینتکس‌هایی در این زمینه می‌پردازیم که هنگام تعیین پارامترهای تابع نقش دارند.
-
-* **سینتکس معمول** که تاکنون استفاده می‌کردیم یعنی به صراحت تک تک پارامترها را تعریف کنیم::
-
-    >>> def f(a, b, c):
-    ...     print(a, b, c)
-    ... 
-    >>> f(1, 2, 3)
-    1 2 3
-
-* **سینتکس تعیین مقدار پیش‌فرض برای پارامترها**. می‌توان هنگام تعیین هر پارامتر در تعریف تابع، مقداری را نیز به آن انتساب داد؛ در این شرایط اگر آرگومانی نظیر با آن پارامتر ارسال نگردد، مقدار پیش‌فرض آن پارامتر در نظر گرفته خواهد شد. به این گونه پارامترها، **اختیاری** نیز گفته می‌شود::
-
-    >>> def chaap(text=None):
-    ...     if text:
-    ...         print(text)
-    ...     else:
-    ...         print("Nothing!")
-    ... 
-    >>>
-    >>> chaap("Python :)")
-    Python :)
-    >>>
-    >>> chaap()
-    Nothing!
-    >>> 
-
-  پارامتر با مقدار پیش‌فرض را می‌توان در کنار پارمترهای اجباری (بدون مقدار پیش‌فرض) تعریف کرد که در این شرایط می‌بایست پارامترهای دارای مقدار پیش‌فرض را در انتها قرار داد::
-
-      >>> def f(a, b=2, c=3):     # a required, b and c optional
-              print(a, b, c)
-
-
-  ::
-
-      >>> f(1)          # Use defaults
-      1 2 3
-
-      >>> f(a=1) 
-      1 2 3
-
-
-  ::
-
-      >>> f(1, 4)       # Override defaults
-      1 4 3
-
-      >>> f(1, 4, 5) 
-      1 4 5
-
-  ::
-
-      >>> f(1, c=6)     # Choose defaults
-      1 2 6
-
-
-
-* سینتکس ``name*``، تمام آرگومان‌های ارسالی را در قالب یه شی توپِل دریافت می‌کند - این قابلیت در مواقعی که تعداد آرگومان‌های ارسالی متغییر است کمک بزرگی می‌کند::
-
-    >>> def f(*name):
-    ...     print(type(name))
-    ...     print(name)
-    ... 
-    >>>
-
-    >>> f(1)
-    <class 'tuple'>
-    (1,)
-
-    >>> f(1, 2, 3)
-    <class 'tuple'>
-    (1, 2, 3)
-
-
-  ::
-
-      >>> def f(a, b=2, *args):
-      ...     print("a= ", a)
-      ...     print("b= ", b)
-      ...     print("args= ", args)
-      ... 
-      >>>
-
-      >>> f(1)
-      a= 1
-      b= 2
-      args= ()
-
-
-      >>> f(1, 5)
-      a= 1
-      b= 5
-      args= ()
-
-
-      >>> f(1, "FF", 3)
-      a= 1
-      b= FF
-      args= (3,)
-
-
-      >>> f(1, "FF", 3, 4, 5)
-      a= 1
-      b= FF
-      args= (3, 4, 5)
-
-
-      >>> f()
-      Traceback (most recent call last):
-        File "<stdin>", line 1, in <module>
-      TypeError: f() missing 1 required positional argument: 'a'
-
-
-
-  ::
-
-      >>> a_list = [3, (4, 5)]
-      >>> 
-      >>> f(a_list)
-      a= [3, (4, 5)]
-      b= 2
-      args= ()
-
-
-  ::
-
-      >>> f(1, 4, [8, 12, 16])
-      a= 1
-      b= 4
-      args= ([8, 12, 16],)
-
-  ::
-
-      >>> a_list = [3, 6, 9, (10, 11)]
-      >>> 
-      >>> f(*a_list)
-      a= 3
-      b= 6
-      args= (9, (10, 11))
-      
-
-  ::
-  
-      >>> def f(a, *b, c):
-      ...     print(a, b, c)
-      ... 
-      >>> f(a=1, b=2, c=3)
-      Traceback (most recent call last):
-        File "<stdin>", line 1, in <module>
-      TypeError: f() got an unexpected keyword argument 'b'
-      >>> 
-
-
-  توجه داشته باشید که نمی‌توان آرگومان را با استفاده از شیوه **نام=مقدار** به پارامتر ستاره‌دار ارسال کرد.
-
-
-
-  **Keyword-Only Arguments** `PEP 3102 <https://www.python.org/dev/peps/pep-3102/>`_
-
-  باید توجه داشت که آرگومان نظیر تمامی پارامترهایی که پس از پارامتر ستاره‌دار قرار گرفته‌اند، می‌بایست به صورت **نام=مقدار** ارسال گردند.
-
-
-  تابع با سرآیند ``(def f(a, *b, c`` را در نظر بگیرید. در چنین شرایطی که پارامتر ``a`` با استفاده از موقعیت آن مقدار دهی می‌شود و پارامتر ``b`` هر تعداد آرگومان دیگری را دریافت می‌کند،  دیگر برای ارسال آرگومان به پارامتر ``c`` چاره‌ای جز ذکر نام آن باقی نمی‌ماند! ::
-
-
-      >>> def f(a, *b, c):
-      ...     print(a, b, c)
-      ...
-      >>>
- 
-      >>> f(1, 2, c=3)
-      1 (2,) 3
-
-      >>> f(1, c=3)
-      1 () 3
-
-      >>> f(1, 2 ,3 ,4 , 5, c=30)
-      1 (2, 3, 4, 5) 30
-
-
-      >>> f(1)
-      Traceback (most recent call last):
-        File "<stdin>", line 1, in <module>
-      TypeError: f() missing 1 required keyword-only argument: 'c'
-
-
-      >>> f(1, 2, 3)
-      Traceback (most recent call last):
-        File "<stdin>", line 1, in <module>
-      TypeError: f() missing 1 required keyword-only argument: 'c'
-
-
-      >>> f(1, 2 ,3 ,4 , 5, c=30, 40)
-        File "<stdin>", line 1
-      SyntaxError: positional argument follows keyword argument
-
-  ::
-
-    >>> def f(a, *b, c, d=5):
-    ...     print(a, b, c, d)
-    ... 
-    >>>
-  
-    >>> f(1, 2, 3, c=4)
-    1 (2, 3) 4 5
-  
-    >>> f(1, 2, 3, 4, c=7, d=9)
-    1 (2, 3, 4) 7 9
-
-
-  ::
-
-    >>> # Python 2.x
-    >>> def f(a, *b, c):
-      File "<stdin>", line 1
-        def f(a, *b, c):
-                     ^
-    SyntaxError: invalid syntax
-
-
-
-  در بسط این مبحث لازم است اضافه گردد که می‌توان ارسال آرگومان به برخی پارامترهای یک تابع را ملزم به روش **نام=مقدار** کرد. در این شیوه از کاراکتر ``*`` به عنوان یک پارامتر نشانگر استفاده می‌گردد به این صورت که تمامی پارامترهای بعد از آن تنها می‌بایست به صورت **نام=مقدار** مقداردهی شوند. باید توجه داشت که ``*`` در اینجا پارامتر نبوده و تنها نقش یک نشانگر را دارد::
-
-      >>> def f(a, *, b, c):
-      ...     print(a, b, c)
-      ... 
-     >>> f(1, b=2, c=3)
-     1 2 3
-
-     >>> f(1, 2, c=3)
-     Traceback (most recent call last):
-       File "<stdin>", line 1, in <module>
-     TypeError: f() takes 1 positional argument but 2 positional arguments (and 1 keyword-only argument) were given
-
-     >>> f(1, 2, 3)
-     Traceback (most recent call last):
-       File "<stdin>", line 1, in <module>
-     TypeError: f() takes 1 positional argument but 3 were given
-
-
-
-
-* سینتکس ``name**``، تمام آرگومان‌های **کلید:مقدار** ارسالی را در قالب یک شی دیکشنری دریافت می‌کند::
-
-    >>> def f(**name):
-    ...     print(type(name))
-    ...     print(name)
-    ... 
-    >>>
-
-    >>> f()
-    <class 'dict'>
-    {}
-
-    >>> f(a=1)
-    <class 'dict'>
-    {'a': 1}
-
-
-  ::
-
-      >>> def f(a, b=2, **kwargs):
-      ...     print(a, b, kwargs)
-      ... 
-      >>> 
-
-      >>> f(1, c=3)
-      1 2 {'c': 3}
-
-      >>> f(b=10, a=5, c=15)
-      5 10 {'c': 15}
-
-
-  ::
-
-      >>> def f(a, b=2, *args, **kwargs):
-      ...     print(a, b , args, kwargs)
-      ... 
-      >>>
-
-      >>> f(*[1, 2, 3, 4 ,5], **{"c":7, "d":9})
-      1 2 (3, 4, 5) {'d': 9, 'c': 7}
-
-      >>> f(11, 12, 13, 14, 15)
-      11 12 (13, 14, 15) {}
-
-      >>> f(b=14, a=7, c=21, d=28)
-      7 14 () {'d': 28, 'c': 21}
-
-
-* Positional-Only Parameters [`PEP 570 <https://www.python.org/dev/peps/pep-0570/>`_]
-
-  از **نسخه 3.8 پایتون** سینتکس جدیدی به پایتون اضافه گردیده است که این امکان را به ما می‌دهد تا بتوانیم تعدادی پارامتر را در تعریف یک تابع مجبور به ارسال آرگومان متناظر آن‌ها بر اساس موقعیت نماییم و به بیانی دیگر امکان ارسال آرگومان به روش **نام=مقدار** را برای آن‌ها غیرفعال سازیم. این سینتکس در مواقعی که نام پارامترها در آینده ممکن است دستخوش تغییر شوند، مفید خواهد بود زیرا در این حالت بخش‌های دیگری از کد برنامه نیاز به تغییر نخواهد داشت.
-
-  در این سینتکس کافی است در تعریف پارامترهای تابع، پس از نام پارامترهای مورد نظر خود از کاراکتر ``/`` به عنوان یک پارامتر نشانگر استفاده نماییم. در این صورت ارسال آرگومان به روش نام=مقدار برای تمامی پارامترهای پیش از ``/`` ممنوع می‌گردد.  باید توجه داشت که ``/`` در اینجا پارامتر نبوده و تنها نقش یک نشانگر را دارد::
-
-      >>> def f(a, /):
-      ...     print(a)
-      ... 
-      >>> f(3)
-      3
-
-      >>> f(a=3)
-      Traceback (most recent call last):
-        File "<stdin>", line 1, in <module>
-      TypeError: f() got some positional-only arguments passed as keyword arguments: 'a'
-      >>> 
-
-  .. tip:: 
-      با توضیحات ارائه شده، در یک تابع با سرآیندی همچون نمونه پایین  ارسال آرگومان برای دو پارامتر ``a`` و ``b`` به روش نام=مقدار ممنوع است (positional-only) و ارسال آرگومان برای دو پارامتر ``c`` و ``d`` می‌تواند با استفاده از هر دو روش نام=مقدار یا موقعیت باشد (positional or keyword) و همچنین ارسال آرگومان برای دو پارامتر ``e`` و ``f`` تنها با روش مقدار=نام مجاز خواهد بود (keyword-only)::
-
-              def f(a, b, /, c, d, *, e, f)
-
-
-|
-
-----
-
-:emoji-size:`😊` امیدوارم مفید بوده باشه
-
-
-
+.. role:: emoji-size
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس دوازدهم: تابع در پایتون
+
+
+.. _lesson-12: 
+
+درس ۱۲: تابع در پایتون
+===========================================================
+
+.. figure:: /_static/pages/12-python-function.jpg
+    :align: center
+    :alt: تابع در پایتون
+    :class: page-image
+
+    Photo by `Josue Isai Ramos Figueroa <https://unsplash.com/photos/qvBYnMuNJ9A>`__
+
+این درس به معرفی و شرح مفهوم **تابع (Function)** در زبان برنامه‌نویسی پایتون می‌پردازد.
+
+
+شرح تابع بسیار گسترده است و نمی‌تواند تنها محدود به همین درس باشد، بنابراین دروس سیزدهم و چهاردهم نیز برخی از کاربردهای تابع در پایتون را بررسی خواهند کرد.
+
+
+
+:emoji-size:`✔` سطح: متوسط
+
+----
+
+
+.. contents:: سرفصل‌ها
+    :depth: 2
+
+----
+
+
+.. _introduction-to-function: 
+
+مقدمه
+------
+
+**تابع (Function)** به بلاکی از دستورات گفته می‌شود که برای به اجرا درآمدن نیازمند فراخوانی هستند و این فراخوانی می‌تواند بیش از یک بار انجام گیرد. تابع می‌تواند به هنگام فراخوانی مقادیری را دریافت کند و در صورت لزوم مقداری نیز به عنوان نتیجه برگرداند.
+
+تابع جایگزینی برای بخش‌های تکراری برنامه است که با یک بار نوشتن و چندین بار فراخوانی و اجرای آن می‌توان از پیچیدگی برنامه جلوگیری و تغییر در آن را آسان نمود. استفاده از توابع باعث بالابردن قابلیت استفاده مجدد از کدها می‌شود و افزونگی را نیز کاهش می‌دهد. توابع ابزاری برای خرد کردن منطق برنامه به واحدهای اجرایی کوچکتر برای تسهیل ساخت برنامه‌های بزرگ است.
+
+مفهوم تابع از علم ریاضی وارد برنامه‌نویسی شده و به معنی ابزاری است که می‌تواند نتیجه (یا خروجی) را بر اساس داده‌های ورودی محاسبه نماید. چنانچه تمام بخش‌های اساسی برنامه با چنین رویکردی توسعه یابد، به این شیوه توسعه «برنامه‌نویسی تابعی» (Functional Programming) گفته می‌شود، شیوه‌ایی که با آن در زبان‌های برنامه‌نویسی همچون Scala ،Scheme ،Lisp و Haskell مواجه هستید. تابع در زبان‌های دیگری همچون C ،Pascal و ++C نیز وجود دارد که البته این زبان‌ها در دسته «برنامه‌نویسی اعلانی» (Imperative programming) قرار دارند و رویکردی که این‌ها نسبت به تابع دارند کاملا متفاوت از چیزی است که در زبان‌های برنامه‌نویسی تابعی وجود دارد. توضیح تفاوت این دو کمی سخت است ولی حتما توسط برنامه‌نویسی با زبان‌های موجود در این دو دسته به آن پی خواهید برد. :)
+
+رویکرد این آموزش به تابع بر اساس برنامه‌نویسی اعلانی است. زبان پایتون قابلیت برنامه‌نویسی تابعی را نیز در کنار رویکردهای دیگر همچون اعلانی یا شی‌گرایی ارایه می‌دهد. برای چگونگی برنامه‌نویسی تابعی با استفاده از زبان پایتون می‌توانید به کتاب Functional Programming in Python  از انتشارات O'Reilly مراجعه نمایید (`Functional Programming in Python <https://www.oreilly.com/programming/free/functional-programming-python.csp>`__).
+
+در کنار اصطلاح تابع در برنامه‌نویسی، اصطلاح مشابه دیگری نیز به عنوان «رِوال» (Procedure) وجود دارد. روال و تابع در ساختار شبیه یکدیگر هستند با این تفاوت که روال‌ها مقداری برنمی‌گردانند. در پایتون سینتکسی برای تعریف روال وجود ندارد ولی به توابعی که مقداری برنمی‌گردانند، روال نیز گفته می‌شوند که اشتباه است چرا که توابع در پایتون تحت هر شرایطی یک مقدار برمی‌گردانند حتی اگر این مقدار ``None`` باشد.
+
+.. _python-function-syntax: 
+
+سینتکس
+--------
+
+سینتکس تابع در زبان برنامه‌نویسی پایتون همانند هر دستور مرکب دیگری شامل یک سرآیند و یک بدنه است - درس ششم. بخش سرآیند شامل کلمه کلیدی ``def``، یک نام به دلخواه کاربر و پرانتز‌ می‌باشد که این پرانتز‌ محل قرار گرفتن پارامترهای تابع را نمایش می‌دهد. هر تابع می‌تواند هیچ، یک یا چند پارامتر بپذیرد::
+
+    def function_name(param1, param2,... paramN):
+        statements
+
+همانطور که بارها گفته شد، هر چیزی در پایتون شی است، هنگامی که اجرای برنامه به کلمه کلیدی ``def`` می‌رسد، ابتدا یک شی تابع ایجاد و سپس از نام تابع (در اینجا: function_name) به آن ارجاع داده می‌شود::
+
+    >>> def func_name():
+    ...     pass
+    ... 
+    >>>
+    >>> type(func_name)
+    <class 'function'>
+
+.. tip:: 
+    پیشنهاد `PEP 8 <https://www.python.org/dev/peps/pep-0008>`__: نام تابع از حروف کوچک تشکیل شود که کلمه‌های آن با استفاده از خط زیرین (Underscores) از یکدیگر جدا شده باشند. مانند: my_function . حالت ``mixedCase`` مانند: myFunction نیز صحیح می‌باشد به شرط آنکه در سراسر کدها نام توابع با همین الگو نوشته شود.
+
+بدنه تا زمانی که تابع فراخوانی نگردد، اجرا نمی‌شود. برای فراخوانی تابع از نام تابع + پرانتز استفاده می‌شود و در صورتی که در تعریف تابع پارامترهایی قرار داده شده باشد، می‌بایست هنگام فراخوانی آرگومان‌های متناسب با این پارامترها نیز ارسال گردند::
+
+    function_name(arg1, arg2,... argN)
+
+
+.. caution:: 
+    در بحث توابع، به متغیرهایی که در سرآیند تابع تعریف می‌شوند پارامتر (Parameter) و به داده‌هایی که هنگام فراخوانی تابع ارسال می‌گردند، آرگومان (Argument) گفته می‌شود. به ازای هر پارامتر در نظر گرفته شده در تعریف تابع می‌بایست یک آرگومان نظیر به آن ارسال گردد. در واقع آرگومان‌ها مقادیری هستند که می‌خواهیم به پارامترهای یک تابع انتساب دهیم. هیچ الزامی به هم نام بودن آرگومان‌ها و پارامترهای نظیر وجود ندارد ولی وجود هم نامی باعث خوانایی بیشتر کد می‌شود.
+
+
+
+بدنه تابع می تواند حاوی کلمه کلیدی ``return`` نیز باشد. در واقع ``return`` دستوری است که در هر جایی از بدنه آورده شود، اجرای تابع در آن نقطه متوقف و مقداری (البته در زبان پایتون درست این است که گفته شود: شی‌ای) را به عنوان نتیجه به محل فراخوانی تابع بازمی‌گرداند::
+
+    def function_name(param1, param2,... paramN):
+        ...
+        return value
+
+در نمونه کد بالا value مقداری است که توسط ``return`` به محل فراخوانی بازگردانده می‌شود. value می‌تواند صراحتا یک مقدار نباشد بلکه یک عبارت مانند : ``param1**2`` یا ``param1 > 3`` و... باشد که در این صورت ابتدا حاصل عبارت ارزیابی و سپس بازگردانده می‌شود. چنانچه value ذکر نگردد، ``None`` بازگردانده می‌شود::
+
+    >>> def my_pow(x, y):
+    ...     return x**y
+    ... 
+    >>> 
+    >>> a = 2
+    >>> b = 3
+    >>> 
+    >>> my_pow(a, b)
+    8
+    >>>
+
+.. tip:: 
+
+    چنانچه در انتهای تابع دستور ``return`` نوشته نشود، مفسر پایتون به صورت ضمنی دستور ``return None`` را در نظر می‌گیرد. بنابراین با فراخوانی این چنین توابع در زبان پایتون، پس از اجرای کامل دستورات داخل بدنه مقدار ``None`` بازگردانده خواهد شد (`albeit a rather boring one <https://docs.python.org/3/tutorial/controlflow.html#defining-functions>`__).
+
+.. tip:: 
+    پیشنهاد `PEP 8 <https://www.python.org/dev/peps/pep-0008>`__: در بازگردان مقدار در تابع یکنواخت عمل کنید. اگر از دستورات مرکبی به مانند ``if/else`` استفاده می‌کنید یا باید هیچ یک از بخش‌ها به صراحت ``return`` نداشته باشند یا اگر لازم است حداقل یک بخش مقداری را برگرداند، باقی بخش‌ها نیز می‌بایست یک مقداری را برگردانند حتی اگر قرار باشد این مقدار ``None`` در نظر گرفته شود::
+
+      YES:
+      
+      def foo(x):
+          if x >= 0:
+              return math.sqrt(x)
+          else:
+              return None
+
+
+      NO:
+    
+      def foo(x):
+          if x >= 0:
+              return math.sqrt(x)
+
+در زبان برنامه نویسی پایتون تابع یک موجودیت **”first-class“** است که یعنی تابع را می‌توان مانند دیگر اشیا به صورت پویا ایجاد یا نابود کرد، به صورت آرگومان به توابع دیگر ارسال نمود، به عنوان نتیجه توسط ``return`` بازگرداند و... در نتیجه می‌توان یک تابع را درون بدنه دستورات کنترلی (``while`` ،``if`` و...) یا درون بدنه تابعی دیگر تعریف نمود::
+
+   >>> def outer(num1):
+   ...     def inner_increment(num1):  # hidden from outer code
+   ...         return num1 + 1
+   ...     num2 = inner_increment(num1)
+   ...     print(num1, num2)
+   ... 
+   >>> 
+   >>> outer(1)
+   1 2
+
+
+خیلی خوب است که با استفاده از ”Docstring“ در توابع به مستندسازی و خوانایی بهتر برنامه کمک کنیم - درس ششم::
+
+
+    def function_with_docstring(param1, param2):
+        """Example function with types documented in the docstring.
+
+        Args:
+            param1 (int): The first parameter.
+            param2 (str): The second parameter.
+
+        Returns:
+            bool: The return value. True for success, False otherwise.
+        """
+    
+
+.. _python-namespaces-scope: 
+
+فضاهای نام و حوزه
+------------------
+
+در هر برنامه پایتون تعداد زیادی نام وجود دارد که برای نمونه می‌توان به: متغیرها، نام توابع، نام کلاس‌ها و... اشاره کرد. بدیهی است که برای شناسایی اشیا لازم است نام‌ها منحصر به فرد باشند، رعایت چنین امری در یک برنامه حتی کوچک کار سختی است. در زبان پایتون برای دسته‌بندی و جلوگیری از تداخل نام‌ها، ساختاری با عنوان «**فضاهای نام**» (**Namespaces**) در نظر گرفته شده است. هر فضا نام بخشی از نام‌های درون برنامه را دربر‌می‌گیرد. به صورت کلی فضاهای نام پایتون در سه سطح تو در توی «محلی» (Local)، «سراسری» (Global) و Built-in به تصویر کشیده می‌شوند:
+
+.. image:: /_static/lessons/l12-nested-namespaces-python.jpg
+    :align: center
+
+هر ماژول پایتون یک فضانام سراسری برای خود تشکیل می‌دهد که نسبت به فضا نام دیگر ماژول‌ها ایزوله است. فضانام تمام ماژول‌ها درون فضانام بزرگتری ایجاد می‌گردند که به عنوان فضانام Built-in شناخته می‌شود و نام تمامی توابع آماده مانند ``()open`` که پیش از این استفاده می‌کردیم در این فضا قرار گرفته است. ساختار تو در توی سطوح فضا نام باعث می‌شود که بدون نیاز به import ماژول خاصی در هر جای برنامه به توابع آماده (Built-in) دسترسی داشته باشیم.
+
+هر ماژول می‌تواند شامل تعدادی تابع و کلاس باشد. با فراخوانی هر تابع یک فضانام محلی برای آن تابع، درون فضانام ماژول مربوطه ایجاد می‌گردد و با پایان اجرای تابع نیز از بین می‌رود، در مورد کلاس‌ها هم اتفاق مشابهی رخ می‌دهد. بر همین اساس می‌توانیم درون تابع متغیرهایی متفاوت ولی هم نام با متغیرهای خارج از تابع در ماژول **ایجاد** نماییم چرا که آن‌ها در دو فضانام متفاوت قرار دارند و از طرفی به دلیل داخل بودن فضا نام تابع درون فضا نام ماژول خود، می‌توان به نام‌های خارج از تابع نیز دسترسی داشت.
+
+گفتیم فضا نام ماژول‌ها نسبت به یکدیگر ایزوله هستند. بنابراین برای دسترسی به نام‌های درون ماژول‌های دیگر، ابتدا می‌بایست آن‌ ماژول‌ها را import نماییم که در این صورت با استفاده از نام ماژول - به شکل یک پیشوند - قابل دستیابی هستند. برای نمونه دستیابی نام ``getcwd`` که به یک تابع از فضانام ``os`` ارجاع دارد، در نمونه کد پایین نمایش داده شده است::
+
+
+    >>> import os
+
+    >>> os.getcwd()
+    '/home/saeid'
+
+اما استفاده از نام‌های یک ماژول درون خودش چگونه است؟ جایی که فضا‌های نام دیگری همچون توابع نیز وجود دارند ولی هیچ پیشوندی مانند نام ماژول وجود ندارد که بتوان نام‌های درون این فضاهای متفاوت را از یکدیگر تمیز داد. برای اینکه بدانیم هر نام ماژول در هر نقطه‌ایی از همان ماژول چگونه مورد دستیابی قرار می‌گیرد با مفهوم دیگری به نام «**حوزه**» (**Scope**) آشنا می‌شویم. به صورت کلی حوزه به نواحی‌ای از برنامه گفته می‌شود که می‌توان یک نام را بدون استفاده از هیچ پیشوندی و البته بدون تداخل با نام‌های دیگر به کار برد. بحث حوزه صرفا در داخل هر ماژول مطرح است.
+
+*قوانین حوزه:*
+
+* بدنه ماژول - منظور نواحی‌ای که خارج از بدنه توابع و کلاس‌ها قرار دارد - **حوزه سراسری** (**Global Scope**) است. توجه داشته باشید که واژه «سراسری» در بحث حوزه (یا فضانام) تنها به سراسر کدهای داخل هر ماژول اشاره دارد و نه سراسر برنامه. به صورت کلی هر جایی از زبان پایتون که واژه سراسری (Global) را شنیدید (یا خواندید) به یاد ماژول بیافتید::
+
+    # This is a global variable
+    a = 0
+
+    if a == 0:
+        # This is still a global variable
+        b = 1
+
+  *در نمونه کد بالا، حوزه تعریف هر دو متغیر a و b از نوع سراسری است. بدنه دستورات کنترلی فاقد یک فضانام جداگانه است و تعریف متغیر در این نواحی از برنامه  درون حوزه سراسری قرار می‌گیرد.*
+
+  | 
+
+
+* بدنه هر تابع یک **حوزه محلی** (**Local Scope**) است و به صورت پیش‌فرض تمام متغیرهایی که درون توابع ایجاد می‌گردند درون حوزه محلی قرار گرفته‌اند مگر اینکه با استفاده از کلمه‌های کلیدی ``global`` یا ``nonlocal`` مشخص شده باشند. چنانچه بخواهیم درون تابع انتسابی به یکی از نام‌های موجود در حوزه سراسری انجام دهیم، می‌بایست از دستور ``global`` استفاده کنیم. به نمونه کدهای پایین توجه نمایید::
+
+    
+    def my_function(c):
+        # this is a local variable
+        d = 3
+
+
+  ::
+
+      >>> a = 0
+      >>> 
+      >>> def my_function():
+      ...    a = 3
+      ...    print(a)
+      ... 
+      >>> 
+      >>> a
+      0
+      >>> my_function()
+      3
+      >>> a
+      0
+      >>> 
+
+  ::
+
+     >>> a = 0
+     >>> 
+     >>> def my_function():
+     ...     global a
+     ...     a = 3
+     ...     print(a)
+     ... 
+     >>> 
+     >>> a
+     0
+     >>> my_function()
+     3
+     >>> a
+     3
+     >>> 
+
+  در توابع تو در تو نیز فرقی ندارد، هر تابع که فراخوانی می‌شود فضانامی مجزا برای آن ایجاد می‌شود و حوزه محلی خود را خواهد داشت. دستور ``nonlocal`` در پایتون ۳ ارائه شده است و در توابع تو در تو کاربرد دارد. هنگامی که بخواهیم داخل بدنه تابع درونی انتسابی به نامی تعریف شده در یکی از توابع بیرونی آن انجام دهیم، می‌بایست از این دستور برای مشخص کردن نام مورد نظر استفاده کنیم::
+
+    >>> def outer():
+    ...     x = 1
+    ...     def inner():
+    ...         x = 2
+    ...         print("inner:", x)
+    ...     inner()
+    ...     print("outer:", x)
+    ... 
+    >>>
+    >>> outer()
+    inner: 2
+    outer: 1
+    >>>
+
+  ::
+
+      >>> def outer():
+      ...     x = 1
+      ...     def inner():
+      ...         nonlocal x
+      ...         x = 2
+      ...         print("inner:", x)
+      ...     inner()
+      ...     print("outer:", x)
+      ... 
+      >>>
+      >>> outer()
+      inner: 2
+      outer: 2
+      >>>
+
+* وقتی از متغیری استفاده می‌کنیم، مفسر پایتون ابتدا می‌بایست حوزه و فضانام آن را تشخیص دهد تا بتواند شی‌ای که این متغیر به آن ارجاع دارد را پیدا کند. فرض کنیم متغیری درون عبارتی در بدنه یک تابع به کار رفته باشد در این صورت مفسر ابتدا حوزه محلی که متغیر در آن وجود دارد را برای یافتن تعریف متغیر جستجو می‌کند و چنانچه نیابد به سراغ حوزه محلی تابع بیرونی آن - در صورت وجود - می‌رود و همینطور ادامه می‌دهد که در نهایت حوزه سراسری ماژول و پس از آن نیز Built-in را بررسی می‌کند؛ اگر هم به نتیجه‌ایی نرسد یک استثنا ``NameError`` رخ می‌دهد::
+
+    >>> x = 0
+    >>> 
+    >>> def outer():
+    ...     x = 1
+    ...     def inner():
+    ...         print(x)
+    ...     inner()
+    ... 
+    >>> outer()
+    1
+
+  ::
+
+      >>> x = 0
+      >>> 
+      >>> def outer():
+      ...     def inner():
+      ...         print(x)
+      ...     inner()
+      ... 
+      >>> outer()
+      0
+
+
+  ::
+
+      >>> x = 0
+      >>> 
+      >>> def outer():
+      ...     def inner():
+      ...         print(z)
+      ...     inner()
+      ... 
+      >>> outer()
+      Traceback (most recent call last):
+        File "<stdin>", line 1, in <module>
+        File "<stdin>", line 4, in outer
+        File "<stdin>", line 3, in inner
+      NameError: name 'z' is not defined
+      >>> 
+
+
+.. _python-passing-arguments: 
+
+ارسال آرگومان
+--------------
+
+به صورت خودکار با ارسال آرگومان به تابع، متغیرهایی محلی از انتساب اشیای آرگومان‌ها به اسامی پارامترهای موجود در سرآیند تابع به وجود می‌آیند::
+
+    >>> def f(a):
+    ...     print(a*a)
+    ... 
+    >>> 
+    >>> b = 3
+    >>> f(b)
+    9
+
+*با فراخوانی تابع f در نمونه کد بالا، متغیر محلی a ایجاد می‌گردد که به شی صحیح 3 اشاره دارد.*
+
+توجه داشته باشید که با انتساب شی‌ای جدید به پارامترهای تابع، عملا ارسال آرگومان بی‌تاثیر می‌گردد::
+
+    >>> def f(a):
+    ...     a = 2
+    ...     print(a*a)
+    ... 
+    >>> b = 3
+    >>> f(b)
+    4
+
+
+**نکته مهم در ارسال آرگومان، توجه به چگونگی آن است!**
+
+در بین زبان‌های برنامه‌نویسی دو شیوه برای ارسال آرگومان‌ رایج است: **”by value“** و **”by reference“**. در شیوه by value یک کپی از مقدار آرگومان به تابع ارسال می‌گردد و در نتیجه با تغییر مقدار پارامتر متناظر در تابع، مقدار آرگومان ارسال شده در خارج از تابع بدون تغییر باقی می‌ماند. به مثال پایتونی پایین توجه نمایید::
+
+    >>> def f(a):
+    ...     a = 2
+    ...     print(a*a)
+    ... 
+    >>> b = 3
+    >>> f(b)
+    4
+    >>> b
+    3
+
+*همانطور که در نمونه کد بالا قابل مشاهده است، مقدار متغییر b بدون تغییر باقی مانده است.*
+
+ولی در شیوه by reference به جای ارسال یک کپی از مقدار آرگومان، یک ارجاع (reference) از آرگومان به تابع ارسال می‌گردد. می‌توان این‌طور در نظر گرفت که پارامتر متناظر در تابع، همان آرگومان در خارج از تابع است. در نتیجه با تغییر مقدار پارامتر متناظر در تابع، مقدار آرگومان در خارج از تابع نیز تغییر می‌کند. به مثال پایتونی پایین توجه نمایید::
+
+    >>> def f(a):
+    ...    a[0] = 3
+    ...    print(a)
+    ... 
+    >>> b = [1, 2]
+    >>> f(b)
+    [3, 2]
+    >>> b
+    [3, 2]
+
+این دو از شیوه‌‌های مرسوم در زبان‌های برنامه‌نویسی هستند ولی ارسال پارامتر به صورت خاص در زبان برنامه‌نویسی پایتون چگونه است؟ در پایتون هر چیزی یک شی است و در نتیجه ارسال آرگومان‌ها در هر شرایطی به صورت **”by reference“** انجام می‌پذیرد. 
+
+و اگر سوال شود که علت تفاوت رفتار در دو مثال قبل چیست؟ باید بدانیم که علت به ماهیت اشیای آرگومان‌های ارسالی مربوط است. ارسال اشیای تغییرناپذیر (Immutable) به مانند انواع بولین، اعداد، رشته و توپِل به تابع، باعث بروز رفتاری مشابه با شیوه by value می‌شود ولی در مورد ارسال اشیای تغییرپذیر (Mutable) به مانند انواع لیست، دیکشنری و مجموعه اینگونه نخواهد بود. به تصاویر پایین توجه نمایید:
+
+.. image:: /_static/lessons/l12-python-passing-arguments-01.png
+    :align: center
+
+.. image:: /_static/lessons/l12-python-passing-arguments-02.png
+    :align: center
+
+اشیای تغییرپذیر در پایتون اشیایی هستند که بدون تغییر ``()id‍‍`` آن‌ها، مقدارشان قابل تغییر است. خروجی تابع ``()id‍‍`` برای هر شی بیانگر شناسه منحصر به فرد آن شی است که در واقع نشانی آن در حافظه نیز می‌باشد [`اسناد پایتون <https://docs.python.org/3/library/functions.html#id>`__] - درس پنجم.
+
+برای جلوگیری از تغییر اشیای تغییرپذیر درون تابع، می‌توان به گونه‌ایی که در درس هشتم گفته شد یک کپی از این نوع اشیا را ایجاد و سپس به صورت آرگومان به تابع ارسال کرد::
+
+    >>> def f(a):
+    ...     a[0] = 3
+    ...     print(a)
+    ... 
+    >>> b = [1, 2]
+    >>> f(b[:])      # Pass a copy
+    [3, 2]
+    >>> b
+    [1, 2]
+
+در نمونه کد بالا، از آنجایی که تمام اعضای شی لیست متغیر b تماما از انواع تغییرناپذیر هستند، یک کپی سطحی (Shallow Copy) از شی کفایت می‌کند ولی در حالتی غیر از این می‌بایست یک کپی عمیق (Deep Copy) از شی ارسال گردد - درس هشتم.
+
+البته گاهی واقعا نیاز است که مقدار تغییر یافته از متغیری که به تابع ارسال می‌شود را نیز بیرون از تابع هم در اختیار داشته باشیم. برای این منظور در برخی از زبان‌های برنامه‌نویسی امکان ارسال به شیوه by reference بنابر خواست برنامه‌نویس فراهم شده است. برای مثال در زبان php این کار با قرار دادن یک ``&`` در پشت پارامتر مورد نظر انجام می‌پذیرد:
+
+.. code-block:: php
+    
+    <?php
+    function foo(&$var)
+    {
+        $var++;
+    }
+
+    $a=5;
+    foo($a);
+    // $a is 6 here
+    ?>
+
+در پایتون چنین قابلیتی وجود ندارد، حداقل برای اشیای تغییرناپذیر! ولی می‌توان با استفاده از امکان بازگشت چندین شی توسط دستور ``return``، آن را پوشش داد. با استفاده از این شیوه می‌توان هر تعداد از پارمترهای مورد نیاز خود را به خارج از تابع انتقال داد::
+
+    >>> def multiple(x, y):
+    ...     x = 2
+    ...     y = [3, 4]
+    ...     return x, y
+    ... 
+    >>> X = 1
+    >>> Y = [1, 2]
+    >>> 
+    >>> X, Y = multiple(X, Y)
+    >>> 
+    >>> X
+    2
+    >>> Y
+    [3, 4]
+
+توجه داشته باشید که در این حالت دستور ``return`` تمام این اشیا را در قالب یک شی توپِل برمی‌گرداند::
+
+    >>> multiple(X, Y)
+    (2, [3, 4])
+
+
+.. _python-matching-arguments: 
+
+تطابق آرگومان‌ها
+------------------
+پیش‌تر به لزوم همخوانی تعداد آرگومان‌های ارسالی با پارامترهای موجود در سرآیند تابع اشاره شد::
+
+    >>> def f(a, b, c):
+    ...     pass
+    ... 
+    >>>
+    >>> f(1, 2)
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+    TypeError: f() missing 1 required positional argument: 'c'
+    >>> 
+    >>> f(1, 2, 3, 4)
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+    TypeError: f() takes 3 positional arguments but 4 were given
+    >>> 
+
+در ادامه به ارایه انواع سینتکس‌های مورد قبول پایتون در تطابق آرگومان‌ها (Argument Matching) با پارامتر‌های تابع می‌پردازیم:
+
+* سینتکس معمول که تاکنون استفاده می‌کردیم یعنی به صراحت در ازای هر پارامتر یک آرگومان نظیر ارسال گردد. عمل تطابق در این سینتکس بر اساس موقعیت آرگومان‌ها انجام می‌شود که در نتیجه می‌بایست ترتیب آرگومان‌ها، متناظر با ترتیب پارامترها در سرآیند تابع باشد::
+
+    >>> def f(a, b, c):
+    ...     print("a= ", a)
+    ...     print("b= ", b)
+    ...     print("c= ", c)
+    ... 
+    >>> f(1, 2, 3)
+    a=  1
+    b=  2
+    c=  3
+    >>> f("one", 2, [3,33,333])
+    a=  one
+    b=  2
+    c=  [3, 33, 333]
+    >>> 
+
+
+* سینتکس نام=مقدار، در این سینتکس آرگومان‌ها به نام پارامترها انتساب داده می‌شوند و از آنجا که عمل تطابق بر اساس نام پارامترها انجام می‌شود دیگر موقعیت یا ترتیب آرگومان‌ها اهمیتی ندارد::
+
+    >>> def f(a, b, c):
+    ...     print(a, b, c)
+    ... 
+    >>> f(a=1, c=3, b=2)
+    1 2 3
+
+  می‌توان از این دو سینتکس به صورت ترکیبی نیز استفاده کرد. فقط باید توجه داشت آرگومان‌هایی که عمل تطابق آن‌ها وابسته به موقعیت است را - با رعایت ترتیب موارد قبل‌تر از آن - در ابتدا قرار دهیم. به مثال پایین توجه نمایید::
+
+
+      >>> def f(a, b, c):
+      ...     print("a= ", a)
+      ...     print("b= ", b)
+      ...     print("c= ", c)
+      ... 
+      >>> f(1, c=3, b=2)
+      a=  1
+      b=  2
+      c=  3
+      >>> f(1, 2, c=3)
+      a=  1
+      b=  2
+      c=  3
+      >>> 
+
+
+  برای تابع مثال بالا، حالت‌های فراخوانی پایین نادرست هستند::
+
+      >>> f(c=3, b=2, 1)
+        File "<stdin>", line 1
+      SyntaxError: positional argument follows keyword argument
+
+      >>> f(a=1, 2, c=3)
+        File "<stdin>", line 1
+      SyntaxError: positional argument follows keyword argument
+
+      >>> f(a=1, 2, 3)
+        File "<stdin>", line 1
+      SyntaxError: positional argument follows keyword argument
+
+      >>> f(2, a=1, c=3)
+      Traceback (most recent call last):
+        File "<stdin>", line 1, in <module>
+      TypeError: f() got multiple values for argument 'a'
+
+
+* سینتکس ``iterable*``، در این سینتکس یک شی از نوع تکرارپذیر (iterable - درس نهم) مانند انواع رشته، توپِل، لیست و... که توسط یک کاراکتر ستاره ``*‍‍`` نشانه‌گذاری شده است، به تابع ارسال می‌گردد. در این صورت بر اساس ترتیب موقعیت، اعضای درون شی تکرارپذیر به پارامتر‌های تابع اختصاص می‌یابند::
+
+    >>> def f(a, b, c):
+    ...     print("a= ", a)
+    ...     print("b= ", b)
+    ...     print("c= ", c)
+    ... 
+    >>> 
+    >>>my_list = [1, 2, 3]
+    >>>
+    >>> f(*my_list)
+    a=  1
+    b=  2
+    c=  3
+    >>>
+    >>> my_list_2 = [1, 2, 3, 4]
+    >>>
+    >>> f(*my_list_2)
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+    TypeError: f() takes 3 positional arguments but 4 were given
+    >>> 
+
+
+
+* سینتکس ``dict**``، در این سینتکس یک شی دیکشنری که توسط دو کاراکتر ستاره ``**`` نشانه‌گذاری شده است به تابع ارسال می‌شود. کلید‌های این شی دیکشنری می‌بایست هم‌نام با پارامترهای تعریف شده در سرآیند تابع باشند. پس از فراخوانی تابع، این شی دیکشنری باز می‌شود و بر اساس نام کلید در جفت‌های کلید:مقدار درون آن، پارامترهای تابع مقداردهی می‌شوند::
+
+    >>> def f(a, b, c):
+    ...     print(a, b, c)
+    ... 
+    >>> b = {'a':1, 'c':3, 'b':2}
+    >>> f(**b)
+    1 2 3
+
+**این چهار سینتکس بر تعیین آرگومان‌ها در هنگام فراخوانی تابع بحث می‌کردند و در تمام آن‌ها می‌بایست تعداد آرگومان‌های ارسالی با تعداد پارامترهای تعریف شده در سرآیند تابع برابر باشد و البته بدیهی است که در دو سینتکس پایانی لازم است تعداد اعضای شی تکرارپذیر یا تعداد جفت‌های کلید:مقدار شی دیکشنری با تعداد پارامترهای تابع برابر باشند.**
+
+در ادامه به ارایه سینتکس‌هایی در این زمینه می‌پردازیم که هنگام تعیین پارامترهای تابع نقش دارند.
+
+* **سینتکس معمول** که تاکنون استفاده می‌کردیم یعنی به صراحت تک تک پارامترها را تعریف کنیم::
+
+    >>> def f(a, b, c):
+    ...     print(a, b, c)
+    ... 
+    >>> f(1, 2, 3)
+    1 2 3
+
+* **سینتکس تعیین مقدار پیش‌فرض برای پارامترها**. می‌توان هنگام تعیین هر پارامتر در تعریف تابع، مقداری را نیز به آن انتساب داد؛ در این شرایط اگر آرگومانی نظیر با آن پارامتر ارسال نگردد، مقدار پیش‌فرض آن پارامتر در نظر گرفته خواهد شد. به این گونه پارامترها، **اختیاری** نیز گفته می‌شود::
+
+    >>> def chaap(text=None):
+    ...     if text:
+    ...         print(text)
+    ...     else:
+    ...         print("Nothing!")
+    ... 
+    >>>
+    >>> chaap("Python :)")
+    Python :)
+    >>>
+    >>> chaap()
+    Nothing!
+    >>> 
+
+  پارامتر با مقدار پیش‌فرض را می‌توان در کنار پارمترهای اجباری (بدون مقدار پیش‌فرض) تعریف کرد که در این شرایط می‌بایست پارامترهای دارای مقدار پیش‌فرض را در انتها قرار داد::
+
+      >>> def f(a, b=2, c=3):     # a required, b and c optional
+              print(a, b, c)
+
+
+  ::
+
+      >>> f(1)          # Use defaults
+      1 2 3
+
+      >>> f(a=1) 
+      1 2 3
+
+
+  ::
+
+      >>> f(1, 4)       # Override defaults
+      1 4 3
+
+      >>> f(1, 4, 5) 
+      1 4 5
+
+  ::
+
+      >>> f(1, c=6)     # Choose defaults
+      1 2 6
+
+
+
+* سینتکس ``name*``، تمام آرگومان‌های ارسالی را در قالب یه شی توپِل دریافت می‌کند - این قابلیت در مواقعی که تعداد آرگومان‌های ارسالی متغییر است کمک بزرگی می‌کند::
+
+    >>> def f(*name):
+    ...     print(type(name))
+    ...     print(name)
+    ... 
+    >>>
+
+    >>> f(1)
+    <class 'tuple'>
+    (1,)
+
+    >>> f(1, 2, 3)
+    <class 'tuple'>
+    (1, 2, 3)
+
+
+  ::
+
+      >>> def f(a, b=2, *args):
+      ...     print("a= ", a)
+      ...     print("b= ", b)
+      ...     print("args= ", args)
+      ... 
+      >>>
+
+      >>> f(1)
+      a= 1
+      b= 2
+      args= ()
+
+
+      >>> f(1, 5)
+      a= 1
+      b= 5
+      args= ()
+
+
+      >>> f(1, "FF", 3)
+      a= 1
+      b= FF
+      args= (3,)
+
+
+      >>> f(1, "FF", 3, 4, 5)
+      a= 1
+      b= FF
+      args= (3, 4, 5)
+
+
+      >>> f()
+      Traceback (most recent call last):
+        File "<stdin>", line 1, in <module>
+      TypeError: f() missing 1 required positional argument: 'a'
+
+
+
+  ::
+
+      >>> a_list = [3, (4, 5)]
+      >>> 
+      >>> f(a_list)
+      a= [3, (4, 5)]
+      b= 2
+      args= ()
+
+
+  ::
+
+      >>> f(1, 4, [8, 12, 16])
+      a= 1
+      b= 4
+      args= ([8, 12, 16],)
+
+  ::
+
+      >>> a_list = [3, 6, 9, (10, 11)]
+      >>> 
+      >>> f(*a_list)
+      a= 3
+      b= 6
+      args= (9, (10, 11))
+      
+
+  ::
+  
+      >>> def f(a, *b, c):
+      ...     print(a, b, c)
+      ... 
+      >>> f(a=1, b=2, c=3)
+      Traceback (most recent call last):
+        File "<stdin>", line 1, in <module>
+      TypeError: f() got an unexpected keyword argument 'b'
+      >>> 
+
+
+  توجه داشته باشید که نمی‌توان آرگومان را با استفاده از شیوه **نام=مقدار** به پارامتر ستاره‌دار ارسال کرد.
+
+
+
+  **Keyword-Only Arguments** `PEP 3102 <https://www.python.org/dev/peps/pep-3102/>`_
+
+  باید توجه داشت که آرگومان نظیر تمامی پارامترهایی که پس از پارامتر ستاره‌دار قرار گرفته‌اند، می‌بایست به صورت **نام=مقدار** ارسال گردند.
+
+
+  تابع با سرآیند ``(def f(a, *b, c`` را در نظر بگیرید. در چنین شرایطی که پارامتر ``a`` با استفاده از موقعیت آن مقدار دهی می‌شود و پارامتر ``b`` هر تعداد آرگومان دیگری را دریافت می‌کند،  دیگر برای ارسال آرگومان به پارامتر ``c`` چاره‌ای جز ذکر نام آن باقی نمی‌ماند! ::
+
+
+      >>> def f(a, *b, c):
+      ...     print(a, b, c)
+      ...
+      >>>
+ 
+      >>> f(1, 2, c=3)
+      1 (2,) 3
+
+      >>> f(1, c=3)
+      1 () 3
+
+      >>> f(1, 2 ,3 ,4 , 5, c=30)
+      1 (2, 3, 4, 5) 30
+
+
+      >>> f(1)
+      Traceback (most recent call last):
+        File "<stdin>", line 1, in <module>
+      TypeError: f() missing 1 required keyword-only argument: 'c'
+
+
+      >>> f(1, 2, 3)
+      Traceback (most recent call last):
+        File "<stdin>", line 1, in <module>
+      TypeError: f() missing 1 required keyword-only argument: 'c'
+
+
+      >>> f(1, 2 ,3 ,4 , 5, c=30, 40)
+        File "<stdin>", line 1
+      SyntaxError: positional argument follows keyword argument
+
+  ::
+
+    >>> def f(a, *b, c, d=5):
+    ...     print(a, b, c, d)
+    ... 
+    >>>
+  
+    >>> f(1, 2, 3, c=4)
+    1 (2, 3) 4 5
+  
+    >>> f(1, 2, 3, 4, c=7, d=9)
+    1 (2, 3, 4) 7 9
+
+
+  ::
+
+    >>> # Python 2.x
+    >>> def f(a, *b, c):
+      File "<stdin>", line 1
+        def f(a, *b, c):
+                     ^
+    SyntaxError: invalid syntax
+
+
+
+  در بسط این مبحث لازم است اضافه گردد که می‌توان ارسال آرگومان به برخی پارامترهای یک تابع را ملزم به روش **نام=مقدار** کرد. در این شیوه از کاراکتر ``*`` به عنوان یک پارامتر نشانگر استفاده می‌گردد به این صورت که تمامی پارامترهای بعد از آن تنها می‌بایست به صورت **نام=مقدار** مقداردهی شوند. باید توجه داشت که ``*`` در اینجا پارامتر نبوده و تنها نقش یک نشانگر را دارد::
+
+      >>> def f(a, *, b, c):
+      ...     print(a, b, c)
+      ... 
+     >>> f(1, b=2, c=3)
+     1 2 3
+
+     >>> f(1, 2, c=3)
+     Traceback (most recent call last):
+       File "<stdin>", line 1, in <module>
+     TypeError: f() takes 1 positional argument but 2 positional arguments (and 1 keyword-only argument) were given
+
+     >>> f(1, 2, 3)
+     Traceback (most recent call last):
+       File "<stdin>", line 1, in <module>
+     TypeError: f() takes 1 positional argument but 3 were given
+
+
+
+
+* سینتکس ``name**``، تمام آرگومان‌های **کلید:مقدار** ارسالی را در قالب یک شی دیکشنری دریافت می‌کند::
+
+    >>> def f(**name):
+    ...     print(type(name))
+    ...     print(name)
+    ... 
+    >>>
+
+    >>> f()
+    <class 'dict'>
+    {}
+
+    >>> f(a=1)
+    <class 'dict'>
+    {'a': 1}
+
+
+  ::
+
+      >>> def f(a, b=2, **kwargs):
+      ...     print(a, b, kwargs)
+      ... 
+      >>> 
+
+      >>> f(1, c=3)
+      1 2 {'c': 3}
+
+      >>> f(b=10, a=5, c=15)
+      5 10 {'c': 15}
+
+
+  ::
+
+      >>> def f(a, b=2, *args, **kwargs):
+      ...     print(a, b , args, kwargs)
+      ... 
+      >>>
+
+      >>> f(*[1, 2, 3, 4 ,5], **{"c":7, "d":9})
+      1 2 (3, 4, 5) {'d': 9, 'c': 7}
+
+      >>> f(11, 12, 13, 14, 15)
+      11 12 (13, 14, 15) {}
+
+      >>> f(b=14, a=7, c=21, d=28)
+      7 14 () {'d': 28, 'c': 21}
+
+
+* Positional-Only Parameters [`PEP 570 <https://www.python.org/dev/peps/pep-0570/>`_]
+
+  از **نسخه 3.8 پایتون** سینتکس جدیدی به پایتون اضافه گردیده است که این امکان را به ما می‌دهد تا بتوانیم تعدادی پارامتر را در تعریف یک تابع مجبور به ارسال آرگومان متناظر آن‌ها بر اساس موقعیت نماییم و به بیانی دیگر امکان ارسال آرگومان به روش **نام=مقدار** را برای آن‌ها غیرفعال سازیم. این سینتکس در مواقعی که نام پارامترها در آینده ممکن است دستخوش تغییر شوند، مفید خواهد بود زیرا در این حالت بخش‌های دیگری از کد برنامه نیاز به تغییر نخواهد داشت.
+
+  در این سینتکس کافی است در تعریف پارامترهای تابع، پس از نام پارامترهای مورد نظر خود از کاراکتر ``/`` به عنوان یک پارامتر نشانگر استفاده نماییم. در این صورت ارسال آرگومان به روش نام=مقدار برای تمامی پارامترهای پیش از ``/`` ممنوع می‌گردد.  باید توجه داشت که ``/`` در اینجا پارامتر نبوده و تنها نقش یک نشانگر را دارد::
+
+      >>> def f(a, /):
+      ...     print(a)
+      ... 
+      >>> f(3)
+      3
+
+      >>> f(a=3)
+      Traceback (most recent call last):
+        File "<stdin>", line 1, in <module>
+      TypeError: f() got some positional-only arguments passed as keyword arguments: 'a'
+      >>> 
+
+  .. tip:: 
+      با توضیحات ارائه شده، در یک تابع با سرآیندی همچون نمونه پایین  ارسال آرگومان برای دو پارامتر ``a`` و ``b`` به روش نام=مقدار ممنوع است (positional-only) و ارسال آرگومان برای دو پارامتر ``c`` و ``d`` می‌تواند با استفاده از هر دو روش نام=مقدار یا موقعیت باشد (positional or keyword) و همچنین ارسال آرگومان برای دو پارامتر ``e`` و ``f`` تنها با روش مقدار=نام مجاز خواهد بود (keyword-only)::
+
+              def f(a, b, /, c, d, *, e, f)
+
+
+|
+
+----
+
+:emoji-size:`😊` امیدوارم مفید بوده باشه
+
+
+
diff --git a/source/lessons/l13-decorator-generator-and-lambda-with-python-functions.rst b/source/lessons/l13-decorator-generator-and-lambda-with-python-functions.rst
index 99bee66..0b013a1 100644
--- a/source/lessons/l13-decorator-generator-and-lambda-with-python-functions.rst
+++ b/source/lessons/l13-decorator-generator-and-lambda-with-python-functions.rst
@@ -1,790 +1,790 @@
-.. role:: emoji-size
-
-.. meta::
-   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس سیزدهم: تابع در پایتون - Coroutine ،Generator ،Decorator‌ و lambda
-
-
-.. _lesson-13: 
-
-درس ۱۳: تابع در پایتون: Generator ،Decorator‌ و lambda
-==================================================================
-
-.. figure:: /_static/pages/13-python-function-decorator-generator-coroutine-lambda.jpg
-    :align: center
-    :alt: تابع در پایتون: Coroutine ،Generator ،Decorator‌ و lambda
-    :class: page-image
-
-    Photo by `Bill Oxford <https://unsplash.com/photos/-fGqsewtsJY>`__
-
-
-این درس در ادامه درس پیش است و به معرفی برخی از کاربردهای تابع در ایجاد مفاهیمی جدید، مهم و کاربردی در زبان برنامه‌نویسی پایتون می‌پردازد، مفاهیمی همچون  Generator ،Decorator‌ و lambda. مبحث تابع در پایتون با این درس به پایان نمی‌رسد و نکات باقی‌مانده در درس بعدی ارائه می‌شوند.
-
-
-
-:emoji-size:`✔` سطح: متوسط
-
-----
-
-
-.. contents:: سرفصل‌ها
-    :depth: 2
-
-----
-
-
-.. _python-decorator: 
-
-
-Decorator
-----------
-
-
-دکوراتور (تزئین‌گر) یا همان **Decorator‌** ها [`PEP 318 <https://www.python.org/dev/peps/pep-0318//>`__] به توابعی گفته می‌شود که به منظور پوشش (wrap) توابع یا کلاس‌های دیگر پیاده‌سازی می‌شوند. Decorator‌ها در پایتون ابزار بسیار کاربردی و مفیدی هستند که به برنامه‌نویس این امکان را می‌دهند تا با کاهش حجم کدنویسی و بدون تغییر در بدنه توابع و کلاس‌های خود، رفتار و ویژگی‌های آن‌ها را گسترش دهد. در این بخش تمرکز بر روی **اعمال** Decorator‌ها به **توابع** است و Decorator‌ کلاس را در درس مربوط به کلاس‌ها بررسی خواهیم کرد.
-
-برای پوشش یک تابع توسط Decorator‌ از سینتکسی مشابه ``decorator‌_name@`` در بالای بخش سرآیند استفاده می‌شود:
-
-::
-
-  def decorator_name(a_function):
-      pass
-
-
-  @decorator_name
-  def function_name():
-      print("Somthing!")
-
-
-  function_name()
-
-مفهومی که این سینتکس (``decorator‌_name`` + ``@``) در بالای بخش سرآیند یک تابع برای مفسر پایتون ایجاد می‌کند کاملا مشابه با سینتکس پایین است::
-
-  wrapper = decorator_name(function_name)
-  wrapper()
-
-هر چیزی در پایتون یک شی است حتی مفاهیم پیچیده‌ای به مانند تابع؛ از درس پیش نیز به خاطر داریم که تابع در پایتون یک موجودیت **”first-class“** است که یعنی می‌توان تابع را مانند دیگر اشیا به صورت آرگومان به توابع دیگر ارسال نمود. نمونه کد بالا نیز نمایش ارسال یک تابع (``function_name``) به تابعی دیگر (``decorator‌_name``) است.
-
-
-به مثال پایین توجه نمایید:
-
-::
-
-  >>> def decorator_name(func):
-  ...     def wrapper():
-  ...         print("Something is happening before the function is called.")
-  ...         func()
-  ...         print("Something is happening after the function is called.")
-  ...     return wrapper
-  ... 
-  >>> 
-  >>> @decorator_name
-  ... def function_name():
-  ...     print("Somthing!")
-  ... 
-  >>> 
-  >>> function_name()
-  Something is happening before the function is called.
-  Somthing!
-  Something is happening after the function is called.
-  >>> 
-
-نمونه کد بالا را می‌توان با ساختار ساده زیر نیز در نظر گرفت:
-
-::
-
-  >>> def decorator_name(func):
-  ...     def wrapper():
-  ...         print("Something is happening before the function is called.")
-  ...         func()
-  ...         print("Something is happening after the function is called.")
-  ...     return wrapper
-  ... 
-  >>> 
-  >>> def function_name():
-  ...     print("Somthing!")
-  ... 
-  >>> 
-  >>> wrapper = decorator_name(function_name)
-  >>> wrapper()
-  Something is happening before the function is called.
-  Somthing!
-  Something is happening after the function is called.
-  >>> 
-
-همانطور که با مقایسه دو نمونه کد بالا قابل مشاهده است، Decorator‌ها یک روپوش (wrapper) برای توابع و کلاس‌های ما بوجود می‌آورند. در هنگام فراخوانی تابع ``function_name`` مفسر پایتون متوجه decorator‌ آن شده است و به جای اجرا، یک نمونه شی از آن را به decorator‌ مشخص شده (``decorator‌_name``) ارسال می‌کند و یک شی جدید که در اینجا با تابع ``wrapper`` مشخص شده است را دریافت و اجرا می‌کند.
-
-در مورد توابع دارای پارامتر نیز باید توجه داشت که در هنگام فراخوانی تابع مورد نظر و ارسال آرگومان به تابع، مفسر پایتون این آرگومان‌ها را به تابع ``wrapper`` از decorator‌ ارسال می‌کند::
-
-  >>> def multiply_in_2(func):
-  ...     def wrapper(*args):
-  ...         return func(*args) * 2
-  ...     return wrapper 
-  ... 
-  >>> 
-  >>> @multiply_in_2
-  ... def sum_two_numbers(a, b):
-  ...     return a + b
-  ... 
-  >>> 
-  >>> sum_two_numbers(2, 3)
-  10
-
-::
-
-  >>> # normal
-  >>>
-  >>> def multiply_in_2(func):
-  ...     def wrapper(*args):
-  ...         return func(*args) * 2
-  ...     return wrapper 
-  ... 
-  >>> 
-  >>> def sum_two_numbers(a, b):
-  ...     return a + b
-  ... 
-  >>> 
-  >>> wrapper = multiply_in_2(sum_two_numbers)
-  >>> wrapper(2, 3)
-  10
-
-
-
-
-می‌توان بیش از یک Decorator‌ به کلاس‌ها و توابع خود اعمال کرد که در این صورت ترتیب قرار گرفتن این Decorator‌ها برای مفسر پایتون دارای اهمیت است::
-
-  @decorator_3
-  @decorator_2
-  @decorator_1
-  def function_name():
-      print("Somthing!")
-
-
-  function_name()
-
-
-::
-
-  wrapper = decorator_3(decorator_2(decorator_1(function_name)))
-  wrapper()
-
-
-همچنین می‌توان به Decorator‌ها آرگومان نیز ارسال کرد::
-
-  @decorator_name(params)
-  def function_name():
-      print("Somthing!")
-
-
-  function_name()
-
-در این حالت مفسر پایتون ابتدا آرگومان را به تابع Decorator‌ ارسال می‌کند و سپس حاصل را با آرگومان ورودی تابع مورد نظر فراخوانی می‌کند::
-
-  temp_decorator = decorator_name(params)
-  wrapper = temp_decorator(function_name)
-  wrapper()
-
-به نمونه کد پایین توجه نمایید::
-
-  >>> def formatting(lowerscase=False):
-  ...     def formatting_decorator(func):
-  ...         def wrapper(text=''):
-  ...             if lowerscase:
-  ...                 func(text.lower())
-  ...             else:
-  ...                 func(text.upper())
-  ...         return wrapper 
-  ...     return formatting_decorator
-  ... 
-  >>> 
-  >>> @formatting(lowerscase=True)
-  ... def chaap(message):
-  ...     print(message)
-  ... 
-  >>> 
-  >>> chaap("I Love Python")
-  i love python
-  >>> 
-
-
-**functools.wraps@**
-~~~~~~~~~~~~~~~~~~~~~
-
-در پایتون عنوانی مطرح است به نام **Higher-order functions** (توابع مرتبه بالاتر) و به توابعی گفته می‌شود که اعمالی را روی توابع دیگر انجام می‌دهند یا یک تابع جدید را به عنوان خروجی برمی‌گرداند. بر همین اساس یک ماژول به نام ``functools`` نیز در کتابخانه استاندارد پایتون قرار گرفته است که یک سری توابع کمکی و کاربردی برای این دست توابع ارائه می‌دهد [`اسناد پایتون <https://docs.python.org/3/library/functools.html>`__]. یکی از توابع داخل این ماژول ``wraps`` [`اسناد پایتون <https://docs.python.org/3/library/functools.html#functools.wraps>`__] می‌باشد.
-
-**اما چرا معرفی این تابع در این بخش مهم است؟** وقتی ما از یک Decorator‌ استفاده می‌کنیم، اتفاقی که می‌افتد این است که یک تابع جدید جایگزین تابع اصلی ما می‌شود. به نمونه کدهای پایین توجه نمایید::
-
-  >>> def func(x):
-  ...     """does some math"""
-  ...     return x + x * x
-  ... 
-  >>>
-  >>> print(func.__name__)
-  func
-  >>> print(func.__doc__)
-  does some math
-  >>> 
-
-::
-
-  >>> def logged(func):
-  ...     def with_logging(*args, **kwargs):
-  ...         print(func.__name__ + " was called")
-  ...         return func(*args, **kwargs)
-  ...     return with_logging
-  ... 
-  >>> 
-  >>> @logged
-  ... def f(x):
-  ...     """does some math"""
-  ...     return x + x * x
-  ... 
-  >>> 
-  >>> print(f.__name__)
-  with_logging
-  >>> print(f.__doc__)
-  None
-  >>>
-
-:: 
-
-  >>> # It is mean: f = logged(func)
-  ... 
-  >>> f = logged(func)
-  >>> print(f.__name__)
-  with_logging
-
-در زمان استفاده Decorator‌ وقتی خواستیم نام تابع را چاپ کنیم ``(__print(f.__name`` نام تابع جدید (``with_logging``) چاپ شد و نه تابع اصلی (``f``).
-
-استفاده از Decorator‌ همیشه به معنی از دست رفتن اطلاعات مربوط به تابع اصلی است که به منظور جلوگیری از این اتفاق و حفظ اطلاعات مربوط به تابع اصلی خود می‌توانیم از تابع ``wraps`` استفاده کنیم. این تابع در واقع خود یک Decorator‌ است که وظیفه آن کپی اطلاعات از تابعی که به عنوان آرگومان دریافت می‌کند به تابعی که به آن انتساب داده شده است::
-
-  >>> from functools import wraps
-  >>> 
-  >>> def logged(func):
-  ...     @wraps(func)
-  ...     def with_logging(*args, **kwargs):
-  ...         print(func.__name__ + " was called")
-  ...         return func(*args, **kwargs)
-  ...     return with_logging
-  ... 
-  >>> 
-  >>> @logged
-  ... def f(x):
-  ...    """does some math"""
-  ...    return x + x * x
-  ... 
-  >>> 
-  >>> print(f.__name__)
-  f
-  >>> print(f.__doc__)
-  does some math
-  >>> 
-
-
-لطفا به آخرین مثال از بحث Decorator‌ نیز توجه فرمایید. در این مثال زمان اجرای یک تابع را با استفاده از Decorator‌ها محاسبه خواهیم کرد [`منبع <https://realpython.com/primer-on-python-decorators/#a-few-real-world-examples>`__]::
-
-  >>> import functools
-  >>> import time
-  >>> 
-  >>> def timer(func):
-  ...     """Print the runtime of the decorated function"""
-  ...     @functools.wraps(func)
-  ...     def wrapper_timer(*args, **kwargs):
-  ...         start_time = time.perf_counter()   
-  ...         value = func(*args, **kwargs)
-  ...         end_time = time.perf_counter() 
-  ...         run_time = end_time - start_time 
-  ...         print(f"Finished {func.__name__!r} in {run_time:.4f} secs")
-  ...         return value
-  ...     return wrapper_timer
-  ... 
-  >>> 
-  >>> @timer
-  ... def waste_some_time(num_times):
-  ...     result = 0
-  ...     for _ in range(num_times):
-  ...         for i in range(10000)
-  ...             result += i**2
-  ... 
-  >>> 
-  >>> waste_some_time(1)
-  Finished 'waste_some_time' in 0.0072 secs
-  >>> waste_some_time(999)
-  Finished 'waste_some_time' in 2.6838 secs
-
-در این مثال از تابع ``perf_counter`` [`اسناد پایتون <https://docs.python.org/3/library/time.html#time.perf_counter>`__] برای محاسبه فواصل زمانی (time intervals) استفاده شده که تنها از نسخه 3.3 به بعد در دسترس می‌باشد [`اطلاعات تکمیلی <https://stackoverflow.com/a/25787875/8434370>`__].
-
-چنانچه درک کد دستور ``print`` در تابع ``wrapper_timer`` برایتان مبهم است به درس هفتم بخش **f-string** مراجعه نمایید [`درس هفتم f-string </lessons/l07-string-and-bytes-in-python.html#f-string>`__].
-
-
-.. _python-generator: 
-
-Generator
-----------
-
-ژنراتور (مولد) یا همان **Generator‌** ها [`PEP 255 <https://www.python.org/dev/peps/pep-0255/>`__] به توابعی گفته می‌شوند که به منظور ایجاد یک تابع با رفتاری مشابه اشیا ``iterator`` (تکرارکننده - درس نهم) پیاده‌سازی می‌گردند.
-
-هنگام فراخوانی یک تابع معمولی، بدنه تابع اجرا می‌شود تا به یک دستور ``return`` برسد و خاتمه یابد ولی با فراخوانی یک تابع Generator‌، بدنه تابع اجرا نمی‌شود بلکه یک شی ``generator`` برگردانده خواهد شد که  می‌توان با استفاده از متد ``()__next__`` آن، مقادیر مورد انتظار خود را یکی پس از دیگری درخواست داد.
-
-عملکرد Generator‌ به صورت **lazy** (کندرو) [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Lazy_evaluation>`__] می‌باشد و داده‌ها را یکجا ذخیره نمی‌کند بلکه آنها را تنها در همان زمانی که درخواست می‌شوند، **تولید** (Generate) می‌کند. بنابراین در هنگام برخورد با مجموعه داده‌های بزرگ، Generator‌ها مدیریت حافظه کارآمدتری دارند و همچنین ما مجبور نیستیم پیش از استفاده از یک دنباله منتظر بمانیم تا تمام مقادیر آن تولید شوند!.
-
-برای ایجاد یک تابع Generator تنها کافی است در یک تابع معمولی از یک یا چند دستور ``yield`` استفاده کنیم. اکنون مفسر پایتون در هنگام فراخوانی چنین تابعی یک شی ``generator`` برمی‌گرداند که توانایی تولید یک **دنباله** (Sequence) از مقادیر (یا شی) برای استفاده در کاربردهای تکرارپذیر را دارد.
-
-سینتکس دستور ``yield`` شبیه دستور ``return`` است ولی با کاربردی متفاوت. این دستور در هر نقطه‌ای از بدنه تابع که باشد،  اجرای برنامه را  در آن نقطه متوقف می‌کند و  ما می‌توانیم با استفاده از متد ``()__next__`` مقدار **yield (حاصل) شده** را دریافت نماییم::
-
-
-  >>> def a_generator_function():
-  ...    for i in range(3):  # i: 0, 1, 2
-  ...       yield i*i
-  ...    return
-  ... 
-  >>> my_generator = a_generator_function()  # Create a generator
-  >>> 
-  >>> my_generator.__next__()  #  Use my_generator.next() in Python 2.x
-  0
-  >>> my_generator.__next__()
-  1
-  >>> my_generator.__next__()
-  4
-  >>> my_generator.__next__()
-  Traceback (most recent call last):
-    File "<stdin>", line 1, in <module>
-  StopIteration
-  >>> 
-
-باید توجه داشت که پایان فرآیند تولید  تابع Generator توسط استثنا ``StopIteration`` گزارش می‌شود. البته در زمان استفاده از دستورهایی به مانند ``for`` این استثنا کنترل شده و حلقه پایان می‌پذیرد. نمونه کد قبل را به صورت زیر بازنویسی می‌کنیم::
-
-  >>> def a_generator_function():
-  ...    for i in range(3):  # i: 0, 1, 2
-  ...       yield i*i
-  ...    return
-  ... 
-  >>> 
-  >>> for i in a_generator_function():
-  ...     print(i)
-  ... 
-  0
-  1
-  4
-  >>> 
-
-به منظور درک بهتر عملکرد  تابع Generator‌، تصور کنید از شما خواسته شده است که یک تابع شخصی مشابه با تابع ``()range`` پایتون پیاده‌سازی نمایید. راهکار شما چه خواهد بود؟  ایجاد یک شی‌ای مانند لیست (list) یا توپِل خالی و پر کردن آن با استفاده از یک حلقه؟! این راهکار شاید برای ایجاد بازه‌های کوچک پاسخگو باشد ولی برای ایجاد یک بازه صد میلیونی آیا حافظه و زمان کافی در اختیار دارید؟. این مسئله را با استفاده از تابع Generator‌ به سادگی و درستی حل خواهیم کرد::
-
-  >>> def my_range(stop):
-  ...     number = 0
-  ...     while number < stop:
-  ...         yield number
-  ...         number = number + 1
-  ...     return
-  ... 
-  >>> 
-  >>> for number in my_range(100000000):
-  ...     print(number)
-
-
-
-.. _python-generator-features: 
-
-ویژگی‌های تابع Generator‌
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-* تابع Generator‌ شامل یک یا چند دستور ``yield`` می‌باشد.
-
-* در زمان فراخوانی تابع Generator‌، تابع اجرا نمی‌شود ولی در عوض یک شی از نوع ``generator`` برای آن تابع برگردانده می‌شود.
-
-* با استفاده از دستور ``yield`` می‌توانیم در هر نقطه‌ای از تابع Generator‌ که بخواهیم توقف ایجاد کنیم و مقدار  **yield (حاصل) شده** را با استفاده از متد ``()__next__`` دریافت نماییم. 
-
-* با نخستین فراخوانی متد ``()__next__`` تابع اجرا می‌شود، تا زمانی که به یک دستور ``yield`` برسد. در این زمان  دستور ``yield`` یک نتیجه تولید می‌کند و اجرای تابع متوقف می‌شود. با فراخوانی مجدد  متد ``()__next__`` اجرای تابع از ادامه همان دستور ``yield`` سر گرفته می‌شود.
-
-* معمولا نیازی به استفاده مستقیم از متد ``()__next__`` نمی‌شود و توابع Generator‌ از طریق دستورهایی به مانند ``for`` یا  توابعی به مانند ``()sum`` و... که توانایی دریافت یک **دنباله** (Sequence) را دارند، مورد استفاده قرار می‌گیرند.
-
-* در پایان تولید توابع Generator‌ یک  استثنا ``StopIteration`` در نقطه توقف خود گزارش می‌دهند که می‌بایست درون برنامه کنترل شود.
-
-* فراموش نکنیم که استفاده از دستور ``return`` در هر کجا از بدنه تابع باعث پایان یافتن اجرای تابع در آن نقطه می‌شود و توابع Generator‌ نیز از این امر مسثنا نیستند!.
-
-* با فراخوانی متد ``close`` می‌توانید یک شی Generator‌ را خاموش کنید!. توجه داشته باشید که پس از فراخوانی این متد چنانچه باز هم درخواست ایجاد مقدار ارسال (``()__next__``) شود یک  استثنا ``StopIteration`` گزارش می‌گردد.
-
-
-
-به یک نمونه کد دیگر نیز توجه نمایید::
-
-  >>> def countdown(n):
-  ...     print("Counting down from %d" % n)
-  ...     while n > 0:
-  ...        yield n
-  ...        n -= 1
-  ...     return
-  ... 
-  >>> 
-  >>> countdown_generator = countdown(10)
-  >>> 
-  >>> countdown_generator.__next__()
-  Counting down from 10
-  10
-  >>> countdown_generator.__next__()
-  9
-  >>> countdown_generator.__next__()
-  8
-  >>> countdown_generator.__next__()
-  7
-  >>> 
-  >>> countdown_generator.close()
-  >>> 
-  >>> countdown_generator.__next__()
-  Traceback (most recent call last):
-    File "<stdin>", line 1, in <module>
-  StopIteration
-  >>> 
-
-
-.. tip::
-    شی Generator را می‌توان با استفاده از تابع ``()list`` به شی لیست تبدیل کرد::
-     
-       >>> countdown_list = list(countdown(10))
-       Counting down from 10
-       >>> 
-       >>> countdown_list
-       [10, 9, 8, 7, 6, 5, 4, 3, 2, 1]
-       >>> 
-
-
-
-
-.. _python-coroutine: 
-
-در ادامه Coroutine :yield
-------------------------------------
-
-از نسخه پایتون 2.5 ویژگی‌های جدیدی به تابع Generator‌ افزوده شد [`PEP 342 <https://www.python.org/dev/peps/pep-0342/>`__]. اگر داخل یک تابع، دستور ``yield`` را در سمت راست یک عملگر انتساب ``=`` قرار دهیم آنگاه تابع مذکور رفتار متفاوتی از خود نشان می‌دهد که به آن در زبان برنامه‌نویسی پایتون **Coroutine** (کوروتین) گفته می‌شود. تصور کنید که اکنون می‌توانیم مقادیر دلخواه خود را به تابع Generator‌ ارسال کنیم!::
-
-  >>> def receiver():
-  ...     print("Ready to receive")
-  ...     while True:
-  ...         n = (yield)
-  ...         print("Got %s" % n)
-  ... 
-  >>> 
-
-
-  >>> receiver_generator = receiver()
-
-  >>> receiver_generator.__next__() # python 3.x - In Python 2.x use .next()
-  Ready to receive
-
-  >>> receiver_generator.send('WooW!!')
-  Got WooW!!
-
-  >>> receiver_generator.send(1)
-  Got 1
-
-  >>> receiver_generator.send(':)')
-  Got :)
-
-چگونگی اجرای یک **Coroutine** همانند یک Generator‌ است ولی با این تفاوت که متد ``()send`` نیز برای ارسال مقدار به درون تابع در اختیار است.
-
-
-با فراخوانی تابع Coroutine، بدنه اجرا نمی‌شود بلکه یک شی از نوع Generator‌ برگردانده می‌شود. متد ``()__next__`` اجرای برنامه را به نخستین ``yield`` می‌رساند، در این نقطه تابع در وضعیت تعلیق (Suspend) قرار می‌گیرد و آماده دریافت مقدار است. متد ``()send`` مقدار مورد نظر را به تابع ارسال می‌کند که این مقدار توسط عبارت ``(yield)`` در Coroutine دریافت می‌شود. پس از دریافت مقدار، اجرای Coroutine تا رسیدن به ``yield`` بعدی (در صورت وجود) یا انتهای بدنه تابع ادامه می‌یابد.
-
-در بحث Coroutineها برای رهایی از فراخوانی متد ``()__next__`` می‌توان از Decorator‌ها استفاده کرد::
-
-
-  >>> def coroutine(func):
-  ...     def start(*args,**kwargs):
-  ...         generator = func(*args,**kwargs)
-  ...         generator.__next__()
-  ...         return generator
-  ...     return start
-  ...   
-  >>> 
-  >>> @coroutine
-  ... def receiver():
-  ...     print("Ready to receive")
-  ...     while True:
-  ...         n = (yield)
-  ...         print("Got %s" % n)
-  ... 
-  >>> 
-  >>> receiver_generator = receiver()
-  >>> receiver_generator.send('Hello World')  # Note : No initial .next()/.__next__() needed
-
-
-یک Coroutine می‌تواند به دفعات نامحدود اجرا شود مگر اینکه اجرای آن توسط برنامه با فراخوانی متد ``()close`` یا به خودی خود با پایان خطوط اجرای تابع، پایان بپذیرد. 
-
-چنانچه پس از پایان Coroutine، متد ``()send`` فراخوانی شود یک استثنا ``StopIteration`` رخ خواهد داد::
-
-  >>> receiver_generator.close()
-  >>> receiver_generator.send('value')
-  Traceback (most recent call last):
-    File "<stdin>", line 1, in <module>
-  StopIteration
-
-
-یک Coroutine می‌تواند همزمان با دریافت مقدار، خروجی نیز تولید و برگرداند::
-
-  >>> def line_splitter(delimiter=None):
-  ...     print("Ready to split")
-  ...     result = None
-  ...     while True:
-  ...         line = yield result
-  ...         result = line.split(delimiter)
-  ... 
-  >>> 
-  >>> splitter = line_splitter(",")
-  >>> 
-  >>> splitter.__next__()  # python 3.x - In Python 2.x use .next()
-  Ready to split
-  >>> 
-  >>> splitter.send("A,B,C")
-  ['A', 'B', 'C']
-  >>> 
-  >>> splitter.send("100,200,300")
-  ['100', '200', '300']
-  >>> 
-
-**چه اتفاقی افتاد؟!**
-
-تابع ``line_splitter`` با مقدار ورودی ``","`` فراخوانی می‌شود. همانطور که می‌دانیم در این لحظه تنها اتفاقی که می‌افتد ایجاد یک نمونه شی از نوع Generator‌ خواهد بود (و هیچ یک از خطوط داخل بدنه تابع اجرا نخواهد شد). با فراخوانی متد ``()__splitter.__next`` بدنه تابع به اجرا درمیاید تا به نخستین ``yield`` برسد. یعنی عبارت ``"Ready to split"`` در خروجی چاپ، متغیر ``result`` با مقدار اولیه ``None`` تعریف و در نهایت با تایید شرط دستور ``while`` اجرا به سطر ``line = yield result`` می‌رسد. در این سطر بر اساس ارزیابی عبارت سمت راست عمل انتساب، مقدار متغیر  ``result`` که برابر ``None`` است به خارج از تابع برگردانده و سپس تابع در وضعیت تعلیق (Suspend) قرار می‌گیرد. ولی باید توجه داشت که هنوز عمل انتساب در این سطر به صورت کامل به انجام نرسیده است!. در ادامه با فراخوانی متد ``("splitter.send("A,B,C``، رشته ``"A,B,C"`` در ``yield`` قرار داده می‌شود و اجرای برنامه از حالت تعلیق خارج و ادامه می‌یابد. مقدار ``yield`` به ``line`` انتساب داده می‌شود و اجرای سطر ``line = yield result`` کامل می‌شود. در سطر بعد، رشته درون متغیر ``line`` بر اساس ``delimiter`` که در ابتدا با ``","`` مقداردهی شده بود تفکیک و به متغیر ``result`` انتساب داده می‌شود (مقدار متغیر ``result`` که تا پیش از این برابر ``None`` بوده است تغییر می‌کند). با پایان خطوط بدنه و تایید دوباره درستی شرط دستور ``while``، بدنه آن یکبار دیگر اجرا می‌شود تا از نو به ``yield`` برسد یعنی به سطر ``line = yield result``. اکنون در بار دوم اجرای حلقه بر خلاف بار نخست مقدار متغیر ``result`` برابر با ``None`` نبوده و عمل yield آن یا همان بازگرداندن آن در خروجی قابل مشاهده خواهد بود یعنی مقدار ``['A', 'B', 'C']`` که در بار نخست اجرای حلقه تولید شده بود، اکنون در خروجی به نمایش در خواهد آمد و سپس تابع بار دیگر در حالت تعلیق قرار می‌گیرد (تابع منتظر فراخوانی یکی از متدهای ``()send`` یا ``()__next__`` یا ``()close`` می‌ماند). روال کار با فراخوانی متد ``("splitter.send("100,200,300`` به همین صورت ادامه می‌یابد...
-
-در مورد سطر ``line = yield result``، می‌دانیم که برای انجام عمل انتساب ابتدا لازم است مقدار عبارت سمت راست ارزیابی و سپس به سمت چپ انتساب داده شود. یعنی مفسر پایتون ابتدا ``yield result`` را اجرا می‌کند که حاصل آن بازگرداندن مقدار متغیر ``result`` (در بار نخست اجرای حلقه = ``None``) به خارج تابع خواهد بود و سپس عبارت ``line = yield`` که مقدار ارسالی از متد ``()send`` را به متغیر ``line`` انتساب می‌دهد.
-
-|
-
-مبحث Coroutine گسترده‌تر از سطحی است که در این درس می‌تواند بیان شود ولی در این لحظه برای دریافت مثال‌ها، کاربرد و جزییات بیشتر در موضوع Coroutine زبان برنامه‌نویسی پایتون، ارائه آقای David Beazley در کنفرانس PyCon'2009 می‌تواند مفید باشد.  
-
-PDF: [`A Curious Course on Coroutines and Concurrency <https://www.dabeaz.com/coroutines/Coroutines.pdf>`__]
-
-VIDEO: [`YouTube <https://www.youtube.com/watch?v=Z_OAlIhXziw>`__]
-
-
-
-List Comprehensions
---------------------
-
-**List Comprehensions** به عملیاتی گفته می‌شود که در طی آن می‌توان یک تابع را به تک تک اعضای یک نوع شی لیست (list) اعمال و نتیجه را در قالب یک نوع شی لیست جدید دریافت کرد [`PEP 202 <https://www.python.org/dev/peps/pep-0202/>`__]::
-
-  >>> numbers = [1, 2, 3, 4, 5]
-  >>> squares = [n * n for n in numbers]
-  >>> 
-  >>> squares
-  [1, 4, 9, 16, 25]
-  >>> 
-
-نمونه کد بالا برابر است با::
-
-  >>> numbers = [1, 2, 3, 4, 5]
-  >>> squares = []
-  >>> for n in numbers:
-  ...     squares.append(n * n)
-  ... 
-  >>> 
-  >>> squares
-  [1, 4, 9, 16, 25]
-
-
-سینتکس کلی List Comprehensions به صورت زیر است::
-
-  [expression for item1 in iterable1 if condition1
-      for item2 in iterable2 if condition2
-      ...
-      for itemN in iterableN if conditionN]
-
-  # This syntax is roughly equivalent to the following code:
-
-  s = []
-  for item1 in iterable1:
-      if condition1:
-          for item2 in iterable2:
-              if condition2:
-              ...
-                 for itemN in iterableN:
-                     if conditionN: s.append(expression)
-
-
-به مثال‌هایی دیگر در این زمینه توجه نمایید::
-
-  >>> a = [-3,5,2,-10,7,8]
-  >>> b = 'abc'
-
-  >>> [2*s for s in a]
-  [-6, 10, 4, -20, 14, 16]
-
-  >>> [s for s in a if s >= 0]
-  [5, 2, 7, 8]
-
-  >>> [(x,y) for x in a for y in b if x > 0]
-  [(5, 'a'), (5, 'b'), (5, 'c'), (2, 'a'), (2, 'b'), (2, 'c'), (7, 'a'), (7, 'b'), (7, 'c'), (8, 'a'), (8, 'b'), (8, 'c')]
-
-  >>> import math
-  >>> c = [(1,2), (3,4), (5,6)]
-  >>> [math.sqrt(x*x+y*y) for x,y in c]
-  [2.23606797749979, 5.0, 7.810249675906654]
-
-
-توجه داشته باشید، چنانچه نتیجه اعمال List Comprehensions در هر نوبت شامل بیش از یک عضو باشد، می‌بایست مقادیر نتایج در داخل یک پرانتز قرار داده شوند (به صورت یک شی توپِل - tuple). 
-
-مانند::
-
-    [(x,y) for x in a for y in b if x > 0]
-
-با توجه به این موضوع عبارت زیر از نظر مفسر پایتون نادرست می‌باشد::
-
-  >>> [x,y for x in a for y in b]
-    File "<stdin>", line 1
-      [x,y for x in a for y in b]
-             ^
-  SyntaxError: invalid syntax
-  >>> 
-
-یک نکته مهم دیگر باقی‌مانده است. به نمونه کد پایین توجه نمایید::
-
-  >>> x = 'before'
-  >>> a = [x for x in (1, 2, 3)]
-  >>> 
-  >>> x
-  'before'
-
-
-اکنون List Comprehensions حوزه خود را دارد، در نتیجه مقدار متغیر خارج از آن بدون تغییر باقی می‌ماند. [`توضیحات بیشتر <https://stackoverflow.com/a/4199355/8434370>`__]
-
-
-
-Generator Expressions
-----------------------
-
-عملکرد **Generator Expressions** مشابه **List Comprehensions** است ولی با خاصیت یک شی Generator و برای ایجاد آن کافی است به جای براکت ``[]`` در List Comprehensions از پرانتز ``()`` استفاده کنیم. [`PEP 289 <https://www.python.org/dev/peps/pep-0289/>`__]::
-
-  >>> a = [1, 2, 3, 4]
-  >>> b = (10*i for i in a)
-  >>> 
-  >>> 
-  >>> b
-  <generator object <genexpr> at 0x7f488703aca8>
-  >>> 
-  >>> b.__next__()  # python 3.x - In Python 2.x use .next()
-  10
-  >>> b.__next__()  # python 3.x - In Python 2.x use .next()
-  20
-  >>> 
-
-درک تفاوت Generator Expressions و List Comprehensions بسیار مهم است. خروجی یک **List Comprehensions** دقیقا همان نتیجه انجام عملیات در قالب یک شی لیست است در حالی که خروجی یک **Generator Expressions** شی‌ای است که می‌داند چگونه نتایج را مرحله به مرحله تولید کند. درک این دست موضوعات نقش مهمی در بالا بردن کارایی (Performance) برنامه و مصرف حافظه (Memory) خواهد داشت.
-
-با اجرای نمونه کد پایین؛ از میان تمام سطرهای داخل فایل The_Zen_of_Python.txt، سطرهایی که به صورت کامنت در زبان پایتون باشند چاپ می‌شوند:
-
-.. code-block:: text
-    :linenos:
-
-    Beautiful is better than ugly.
-    Explicit is better than implicit.
-    Simple is better than complex.
-    Complex is better than complicated.
-    Flat is better than nested.
-    Sparse is better than dense.
-    Readability counts.
-    Special cases aren't special enough to break the rules.
-    Although practicality beats purity.
-    Errors should never pass silently.
-    Unless explicitly silenced.
-    In the face of ambiguity, refuse the temptation to guess.
-    There should be one-- and preferably only one --obvious way to do it.
-    Although that way may not be obvious at first unless you're Dutch.
-    Now is better than never.
-    Although never is often better than *right* now.
-    If the implementation is hard to explain, it's a bad idea.
-    If the implementation is easy to explain, it may be a good idea.
-    Namespaces are one honking great idea -- let's do more of those!
-    ------------------------------------------------------------------
-    # File Name: The_Zen_of_Python.txt
-    # The Zen of Python
-    # PEP 20: https://www.python.org/dev/peps/pep-0020
-
-::
-
-  >>> file = open("/home/saeid/Documents/The_Zen_of_Python.txt")
-  >>> lines = (t.strip() for t in file) 
-  >>> comments = (t for t in lines if t[0] == '#')
-  >>> for c in comments:
-  ...     print(c)
-  ... 
-  # File Name: The_Zen_of_Python.txt
-  # The Zen of Python
-  # PEP 20: https://www.python.org/dev/peps/pep-0020
-  >>>
-
-در سطر یکم، فایل The_Zen_of_Python.txt باز شده و در سطر دوم یک شی Generator برای دستیابی و strip کردن (حذف کاراکترهای خالی (space) احتمالی در ابتدا و انتهای متن سطر) آن‌ها به شیوه  **Generator Expressions** به دست آمده است. توجه داشته باشید که سطرهای فایل هنوز خوانده نشده‌اند و تنها امکان درخواست و پیمایش سطر به سطر فایل ایجاد شده است. در سطر سوم با ایجاد یک شی Generator دیگر (باز هم به شیوه **Generator Expressions**) امکان فیلتر سطرهای کامنت مانند در داخل فایل را به کمک شی ``lines`` مرحله قبل، به دست آورده‌ایم. ولی هنوز سطرهای فایل خوانده نشده‌اند چرا که هنوز درخواستی مبنی بر تولید به هیچ یک از دو شی Generator ایجاد شده (``lines`` و ``comments``) ارسال نشده است. تا اینکه بالاخره در سطر چهارم دستور حلقه ``for`` شی ``comments`` را به جریان می‌اندازد و این شی نیز بر اساس عملیات تعریف شده برای آن، شی  ``lines`` را به جریان در می‌آورد.
-
-فایل The_Zen_of_Python.txt مورد استفاده در این مثال حجم بسیار کمی دارد ولی تاثیر به کار گرفتن **Generator Expressions** در این مثال را می‌توانید با استخراج کامنت‌های یک فایل چند گیگابایتی مشاهده نمایید!
-
-.. tip::
-    شی Generator ایجاد شده  به شیوه  **Generator Expressions** را نیز می‌توان با استفاده از تابع ``()list`` به شی لیست تبدیل کرد::
-     
-       >>> comment_list = list(comments)
-       >>> comment_list
-       ['# File Name: The_Zen_of_Python.txt', 
-       '# The Zen of Python', 
-       '# PEP 20: https://www.python.org/dev/peps/pep-0020']
-
-
-
-
-.. _python-lambda: 
-
-lambda و توابع ناشناس
----------------------------
-
-در زبان برنامه‌نویسی پایتون توابع ناشناس (Anonymous functions) یا **Lambda functions** توابعی هستند که می‌توانند هر تعداد آرگومان داشته باشند ولی بدنه آن‌ها می‌بایست تنها شامل یک عبارت باشد. برای ساخت این دست توابع از کلمه کلیدی ``lambda`` استفاده می‌شود. الگوی ساختاری این نوع تابع به صورت زیر است::
-
-  lambda args : expression
-
-در این الگو ``args`` معرف هر تعداد آرگومان است که با استفاده از کاما (``,``) از یکدیگر جدا شده‌اند و ``expression`` بیانگر تنها یک عبارت پایتونی است که شامل دستوراتی همچون ``for`` یا ``while`` نمی‌شود.
-
-
-به عنوان نمونه تابع پایین را در نظر بگیرید::
-
-  >>> def a_function(x, y):
-  ...     return x + y
-  ... 
-  >>>
-  >>> a_function(2, 3)
-  5
-
-این تابع در فرم ناشناس به صورت زیر خواهد بود::
-
-  >>> a_function = lambda x,y : x+y
-  >>> a_function(2, 3)
-  5
-
-یا::
-
-  >>> (lambda x,y: x+y)(2, 3)
-  5
-
-
-**کاربرد اصلی Lambda functions کجاست؟**
-
-این دست توابع بیشتر در مواقعی که می‌خواهیم یک تابع کوتاه را به عنوان آرگومان به تابعی دیگر ارسال کنیم کاربرد دارند. 
-
-برای نمونه از درس هشتم به یاد داریم که برای مرتب‌سازی اعضای یک شی لیست از متد ``()sort`` استفاده و بیان شد که متد ``()sort`` آرگومان اختیاری با نام ``key`` دارد که می‌توان با ارسال یک تابع تک آرگومانی به آن عمل دلخواهی را بر روی تک تک عضوهای لیست مورد نظر، پیش از مقایسه و مرتب‌سازی به انجام رساند (به عنوان مثال: تبدیل حروف بزرگ به کوچک)::
-
-  >>> L = ['a', 'D', 'c', 'B', 'e', 'f', 'G', 'h']
-
-  >>> L.sort()
-
-  >>> L
-  ['B', 'D', 'G', 'a', 'c', 'e', 'f', 'h']
-
-  >>> L.sort(key=lambda n: n.lower())
-
-  >>> L
-  ['a', 'B', 'c', 'D', 'e', 'f', 'G', 'h']
-  >>> 
-
-
-
-
-|
-
-----
-
-:emoji-size:`😊` امیدوارم مفید بوده باشه
-
-
-
-
+.. role:: emoji-size
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس سیزدهم: تابع در پایتون - Coroutine ،Generator ،Decorator‌ و lambda
+
+
+.. _lesson-13: 
+
+درس ۱۳: تابع در پایتون: Generator ،Decorator‌ و lambda
+==================================================================
+
+.. figure:: /_static/pages/13-python-function-decorator-generator-coroutine-lambda.jpg
+    :align: center
+    :alt: تابع در پایتون: Coroutine ،Generator ،Decorator‌ و lambda
+    :class: page-image
+
+    Photo by `Bill Oxford <https://unsplash.com/photos/-fGqsewtsJY>`__
+
+
+این درس در ادامه درس پیش است و به معرفی برخی از کاربردهای تابع در ایجاد مفاهیمی جدید، مهم و کاربردی در زبان برنامه‌نویسی پایتون می‌پردازد، مفاهیمی همچون  Generator ،Decorator‌ و lambda. مبحث تابع در پایتون با این درس به پایان نمی‌رسد و نکات باقی‌مانده در درس بعدی ارائه می‌شوند.
+
+
+
+:emoji-size:`✔` سطح: متوسط
+
+----
+
+
+.. contents:: سرفصل‌ها
+    :depth: 2
+
+----
+
+
+.. _python-decorator: 
+
+
+Decorator
+----------
+
+
+دکوراتور (تزئین‌گر) یا همان **Decorator‌** ها [`PEP 318 <https://www.python.org/dev/peps/pep-0318//>`__] به توابعی گفته می‌شود که به منظور پوشش (wrap) توابع یا کلاس‌های دیگر پیاده‌سازی می‌شوند. Decorator‌ها در پایتون ابزار بسیار کاربردی و مفیدی هستند که به برنامه‌نویس این امکان را می‌دهند تا با کاهش حجم کدنویسی و بدون تغییر در بدنه توابع و کلاس‌های خود، رفتار و ویژگی‌های آن‌ها را گسترش دهد. در این بخش تمرکز بر روی **اعمال** Decorator‌ها به **توابع** است و Decorator‌ کلاس را در درس مربوط به کلاس‌ها بررسی خواهیم کرد.
+
+برای پوشش یک تابع توسط Decorator‌ از سینتکسی مشابه ``decorator‌_name@`` در بالای بخش سرآیند استفاده می‌شود:
+
+::
+
+  def decorator_name(a_function):
+      pass
+
+
+  @decorator_name
+  def function_name():
+      print("Somthing!")
+
+
+  function_name()
+
+مفهومی که این سینتکس (``decorator‌_name`` + ``@``) در بالای بخش سرآیند یک تابع برای مفسر پایتون ایجاد می‌کند کاملا مشابه با سینتکس پایین است::
+
+  wrapper = decorator_name(function_name)
+  wrapper()
+
+هر چیزی در پایتون یک شی است حتی مفاهیم پیچیده‌ای به مانند تابع؛ از درس پیش نیز به خاطر داریم که تابع در پایتون یک موجودیت **”first-class“** است که یعنی می‌توان تابع را مانند دیگر اشیا به صورت آرگومان به توابع دیگر ارسال نمود. نمونه کد بالا نیز نمایش ارسال یک تابع (``function_name``) به تابعی دیگر (``decorator‌_name``) است.
+
+
+به مثال پایین توجه نمایید:
+
+::
+
+  >>> def decorator_name(func):
+  ...     def wrapper():
+  ...         print("Something is happening before the function is called.")
+  ...         func()
+  ...         print("Something is happening after the function is called.")
+  ...     return wrapper
+  ... 
+  >>> 
+  >>> @decorator_name
+  ... def function_name():
+  ...     print("Somthing!")
+  ... 
+  >>> 
+  >>> function_name()
+  Something is happening before the function is called.
+  Somthing!
+  Something is happening after the function is called.
+  >>> 
+
+نمونه کد بالا را می‌توان با ساختار ساده زیر نیز در نظر گرفت:
+
+::
+
+  >>> def decorator_name(func):
+  ...     def wrapper():
+  ...         print("Something is happening before the function is called.")
+  ...         func()
+  ...         print("Something is happening after the function is called.")
+  ...     return wrapper
+  ... 
+  >>> 
+  >>> def function_name():
+  ...     print("Somthing!")
+  ... 
+  >>> 
+  >>> wrapper = decorator_name(function_name)
+  >>> wrapper()
+  Something is happening before the function is called.
+  Somthing!
+  Something is happening after the function is called.
+  >>> 
+
+همانطور که با مقایسه دو نمونه کد بالا قابل مشاهده است، Decorator‌ها یک روپوش (wrapper) برای توابع و کلاس‌های ما بوجود می‌آورند. در هنگام فراخوانی تابع ``function_name`` مفسر پایتون متوجه decorator‌ آن شده است و به جای اجرا، یک نمونه شی از آن را به decorator‌ مشخص شده (``decorator‌_name``) ارسال می‌کند و یک شی جدید که در اینجا با تابع ``wrapper`` مشخص شده است را دریافت و اجرا می‌کند.
+
+در مورد توابع دارای پارامتر نیز باید توجه داشت که در هنگام فراخوانی تابع مورد نظر و ارسال آرگومان به تابع، مفسر پایتون این آرگومان‌ها را به تابع ``wrapper`` از decorator‌ ارسال می‌کند::
+
+  >>> def multiply_in_2(func):
+  ...     def wrapper(*args):
+  ...         return func(*args) * 2
+  ...     return wrapper 
+  ... 
+  >>> 
+  >>> @multiply_in_2
+  ... def sum_two_numbers(a, b):
+  ...     return a + b
+  ... 
+  >>> 
+  >>> sum_two_numbers(2, 3)
+  10
+
+::
+
+  >>> # normal
+  >>>
+  >>> def multiply_in_2(func):
+  ...     def wrapper(*args):
+  ...         return func(*args) * 2
+  ...     return wrapper 
+  ... 
+  >>> 
+  >>> def sum_two_numbers(a, b):
+  ...     return a + b
+  ... 
+  >>> 
+  >>> wrapper = multiply_in_2(sum_two_numbers)
+  >>> wrapper(2, 3)
+  10
+
+
+
+
+می‌توان بیش از یک Decorator‌ به کلاس‌ها و توابع خود اعمال کرد که در این صورت ترتیب قرار گرفتن این Decorator‌ها برای مفسر پایتون دارای اهمیت است::
+
+  @decorator_3
+  @decorator_2
+  @decorator_1
+  def function_name():
+      print("Somthing!")
+
+
+  function_name()
+
+
+::
+
+  wrapper = decorator_3(decorator_2(decorator_1(function_name)))
+  wrapper()
+
+
+همچنین می‌توان به Decorator‌ها آرگومان نیز ارسال کرد::
+
+  @decorator_name(params)
+  def function_name():
+      print("Somthing!")
+
+
+  function_name()
+
+در این حالت مفسر پایتون ابتدا آرگومان را به تابع Decorator‌ ارسال می‌کند و سپس حاصل را با آرگومان ورودی تابع مورد نظر فراخوانی می‌کند::
+
+  temp_decorator = decorator_name(params)
+  wrapper = temp_decorator(function_name)
+  wrapper()
+
+به نمونه کد پایین توجه نمایید::
+
+  >>> def formatting(lowerscase=False):
+  ...     def formatting_decorator(func):
+  ...         def wrapper(text=''):
+  ...             if lowerscase:
+  ...                 func(text.lower())
+  ...             else:
+  ...                 func(text.upper())
+  ...         return wrapper 
+  ...     return formatting_decorator
+  ... 
+  >>> 
+  >>> @formatting(lowerscase=True)
+  ... def chaap(message):
+  ...     print(message)
+  ... 
+  >>> 
+  >>> chaap("I Love Python")
+  i love python
+  >>> 
+
+
+**functools.wraps@**
+~~~~~~~~~~~~~~~~~~~~~
+
+در پایتون عنوانی مطرح است به نام **Higher-order functions** (توابع مرتبه بالاتر) و به توابعی گفته می‌شود که اعمالی را روی توابع دیگر انجام می‌دهند یا یک تابع جدید را به عنوان خروجی برمی‌گرداند. بر همین اساس یک ماژول به نام ``functools`` نیز در کتابخانه استاندارد پایتون قرار گرفته است که یک سری توابع کمکی و کاربردی برای این دست توابع ارائه می‌دهد [`اسناد پایتون <https://docs.python.org/3/library/functools.html>`__]. یکی از توابع داخل این ماژول ``wraps`` [`اسناد پایتون <https://docs.python.org/3/library/functools.html#functools.wraps>`__] می‌باشد.
+
+**اما چرا معرفی این تابع در این بخش مهم است؟** وقتی ما از یک Decorator‌ استفاده می‌کنیم، اتفاقی که می‌افتد این است که یک تابع جدید جایگزین تابع اصلی ما می‌شود. به نمونه کدهای پایین توجه نمایید::
+
+  >>> def func(x):
+  ...     """does some math"""
+  ...     return x + x * x
+  ... 
+  >>>
+  >>> print(func.__name__)
+  func
+  >>> print(func.__doc__)
+  does some math
+  >>> 
+
+::
+
+  >>> def logged(func):
+  ...     def with_logging(*args, **kwargs):
+  ...         print(func.__name__ + " was called")
+  ...         return func(*args, **kwargs)
+  ...     return with_logging
+  ... 
+  >>> 
+  >>> @logged
+  ... def f(x):
+  ...     """does some math"""
+  ...     return x + x * x
+  ... 
+  >>> 
+  >>> print(f.__name__)
+  with_logging
+  >>> print(f.__doc__)
+  None
+  >>>
+
+:: 
+
+  >>> # It is mean: f = logged(func)
+  ... 
+  >>> f = logged(func)
+  >>> print(f.__name__)
+  with_logging
+
+در زمان استفاده Decorator‌ وقتی خواستیم نام تابع را چاپ کنیم ``(__print(f.__name`` نام تابع جدید (``with_logging``) چاپ شد و نه تابع اصلی (``f``).
+
+استفاده از Decorator‌ همیشه به معنی از دست رفتن اطلاعات مربوط به تابع اصلی است که به منظور جلوگیری از این اتفاق و حفظ اطلاعات مربوط به تابع اصلی خود می‌توانیم از تابع ``wraps`` استفاده کنیم. این تابع در واقع خود یک Decorator‌ است که وظیفه آن کپی اطلاعات از تابعی که به عنوان آرگومان دریافت می‌کند به تابعی که به آن انتساب داده شده است::
+
+  >>> from functools import wraps
+  >>> 
+  >>> def logged(func):
+  ...     @wraps(func)
+  ...     def with_logging(*args, **kwargs):
+  ...         print(func.__name__ + " was called")
+  ...         return func(*args, **kwargs)
+  ...     return with_logging
+  ... 
+  >>> 
+  >>> @logged
+  ... def f(x):
+  ...    """does some math"""
+  ...    return x + x * x
+  ... 
+  >>> 
+  >>> print(f.__name__)
+  f
+  >>> print(f.__doc__)
+  does some math
+  >>> 
+
+
+لطفا به آخرین مثال از بحث Decorator‌ نیز توجه فرمایید. در این مثال زمان اجرای یک تابع را با استفاده از Decorator‌ها محاسبه خواهیم کرد [`منبع <https://realpython.com/primer-on-python-decorators/#a-few-real-world-examples>`__]::
+
+  >>> import functools
+  >>> import time
+  >>> 
+  >>> def timer(func):
+  ...     """Print the runtime of the decorated function"""
+  ...     @functools.wraps(func)
+  ...     def wrapper_timer(*args, **kwargs):
+  ...         start_time = time.perf_counter()   
+  ...         value = func(*args, **kwargs)
+  ...         end_time = time.perf_counter() 
+  ...         run_time = end_time - start_time 
+  ...         print(f"Finished {func.__name__!r} in {run_time:.4f} secs")
+  ...         return value
+  ...     return wrapper_timer
+  ... 
+  >>> 
+  >>> @timer
+  ... def waste_some_time(num_times):
+  ...     result = 0
+  ...     for _ in range(num_times):
+  ...         for i in range(10000)
+  ...             result += i**2
+  ... 
+  >>> 
+  >>> waste_some_time(1)
+  Finished 'waste_some_time' in 0.0072 secs
+  >>> waste_some_time(999)
+  Finished 'waste_some_time' in 2.6838 secs
+
+در این مثال از تابع ``perf_counter`` [`اسناد پایتون <https://docs.python.org/3/library/time.html#time.perf_counter>`__] برای محاسبه فواصل زمانی (time intervals) استفاده شده که تنها از نسخه 3.3 به بعد در دسترس می‌باشد [`اطلاعات تکمیلی <https://stackoverflow.com/a/25787875/8434370>`__].
+
+چنانچه درک کد دستور ``print`` در تابع ``wrapper_timer`` برایتان مبهم است به درس هفتم بخش **f-string** مراجعه نمایید [`درس هفتم f-string </lessons/l07-string-and-bytes-in-python.html#f-string>`__].
+
+
+.. _python-generator: 
+
+Generator
+----------
+
+ژنراتور (مولد) یا همان **Generator‌** ها [`PEP 255 <https://www.python.org/dev/peps/pep-0255/>`__] به توابعی گفته می‌شوند که به منظور ایجاد یک تابع با رفتاری مشابه اشیا ``iterator`` (تکرارکننده - درس نهم) پیاده‌سازی می‌گردند.
+
+هنگام فراخوانی یک تابع معمولی، بدنه تابع اجرا می‌شود تا به یک دستور ``return`` برسد و خاتمه یابد ولی با فراخوانی یک تابع Generator‌، بدنه تابع اجرا نمی‌شود بلکه یک شی ``generator`` برگردانده خواهد شد که  می‌توان با استفاده از متد ``()__next__`` آن، مقادیر مورد انتظار خود را یکی پس از دیگری درخواست داد.
+
+عملکرد Generator‌ به صورت **lazy** (کندرو) [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Lazy_evaluation>`__] می‌باشد و داده‌ها را یکجا ذخیره نمی‌کند بلکه آنها را تنها در همان زمانی که درخواست می‌شوند، **تولید** (Generate) می‌کند. بنابراین در هنگام برخورد با مجموعه داده‌های بزرگ، Generator‌ها مدیریت حافظه کارآمدتری دارند و همچنین ما مجبور نیستیم پیش از استفاده از یک دنباله منتظر بمانیم تا تمام مقادیر آن تولید شوند!.
+
+برای ایجاد یک تابع Generator تنها کافی است در یک تابع معمولی از یک یا چند دستور ``yield`` استفاده کنیم. اکنون مفسر پایتون در هنگام فراخوانی چنین تابعی یک شی ``generator`` برمی‌گرداند که توانایی تولید یک **دنباله** (Sequence) از مقادیر (یا شی) برای استفاده در کاربردهای تکرارپذیر را دارد.
+
+سینتکس دستور ``yield`` شبیه دستور ``return`` است ولی با کاربردی متفاوت. این دستور در هر نقطه‌ای از بدنه تابع که باشد،  اجرای برنامه را  در آن نقطه متوقف می‌کند و  ما می‌توانیم با استفاده از متد ``()__next__`` مقدار **yield (حاصل) شده** را دریافت نماییم::
+
+
+  >>> def a_generator_function():
+  ...    for i in range(3):  # i: 0, 1, 2
+  ...       yield i*i
+  ...    return
+  ... 
+  >>> my_generator = a_generator_function()  # Create a generator
+  >>> 
+  >>> my_generator.__next__()  #  Use my_generator.next() in Python 2.x
+  0
+  >>> my_generator.__next__()
+  1
+  >>> my_generator.__next__()
+  4
+  >>> my_generator.__next__()
+  Traceback (most recent call last):
+    File "<stdin>", line 1, in <module>
+  StopIteration
+  >>> 
+
+باید توجه داشت که پایان فرآیند تولید  تابع Generator توسط استثنا ``StopIteration`` گزارش می‌شود. البته در زمان استفاده از دستورهایی به مانند ``for`` این استثنا کنترل شده و حلقه پایان می‌پذیرد. نمونه کد قبل را به صورت زیر بازنویسی می‌کنیم::
+
+  >>> def a_generator_function():
+  ...    for i in range(3):  # i: 0, 1, 2
+  ...       yield i*i
+  ...    return
+  ... 
+  >>> 
+  >>> for i in a_generator_function():
+  ...     print(i)
+  ... 
+  0
+  1
+  4
+  >>> 
+
+به منظور درک بهتر عملکرد  تابع Generator‌، تصور کنید از شما خواسته شده است که یک تابع شخصی مشابه با تابع ``()range`` پایتون پیاده‌سازی نمایید. راهکار شما چه خواهد بود؟  ایجاد یک شی‌ای مانند لیست (list) یا توپِل خالی و پر کردن آن با استفاده از یک حلقه؟! این راهکار شاید برای ایجاد بازه‌های کوچک پاسخگو باشد ولی برای ایجاد یک بازه صد میلیونی آیا حافظه و زمان کافی در اختیار دارید؟. این مسئله را با استفاده از تابع Generator‌ به سادگی و درستی حل خواهیم کرد::
+
+  >>> def my_range(stop):
+  ...     number = 0
+  ...     while number < stop:
+  ...         yield number
+  ...         number = number + 1
+  ...     return
+  ... 
+  >>> 
+  >>> for number in my_range(100000000):
+  ...     print(number)
+
+
+
+.. _python-generator-features: 
+
+ویژگی‌های تابع Generator‌
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+* تابع Generator‌ شامل یک یا چند دستور ``yield`` می‌باشد.
+
+* در زمان فراخوانی تابع Generator‌، تابع اجرا نمی‌شود ولی در عوض یک شی از نوع ``generator`` برای آن تابع برگردانده می‌شود.
+
+* با استفاده از دستور ``yield`` می‌توانیم در هر نقطه‌ای از تابع Generator‌ که بخواهیم توقف ایجاد کنیم و مقدار  **yield (حاصل) شده** را با استفاده از متد ``()__next__`` دریافت نماییم. 
+
+* با نخستین فراخوانی متد ``()__next__`` تابع اجرا می‌شود، تا زمانی که به یک دستور ``yield`` برسد. در این زمان  دستور ``yield`` یک نتیجه تولید می‌کند و اجرای تابع متوقف می‌شود. با فراخوانی مجدد  متد ``()__next__`` اجرای تابع از ادامه همان دستور ``yield`` سر گرفته می‌شود.
+
+* معمولا نیازی به استفاده مستقیم از متد ``()__next__`` نمی‌شود و توابع Generator‌ از طریق دستورهایی به مانند ``for`` یا  توابعی به مانند ``()sum`` و... که توانایی دریافت یک **دنباله** (Sequence) را دارند، مورد استفاده قرار می‌گیرند.
+
+* در پایان تولید توابع Generator‌ یک  استثنا ``StopIteration`` در نقطه توقف خود گزارش می‌دهند که می‌بایست درون برنامه کنترل شود.
+
+* فراموش نکنیم که استفاده از دستور ``return`` در هر کجا از بدنه تابع باعث پایان یافتن اجرای تابع در آن نقطه می‌شود و توابع Generator‌ نیز از این امر مسثنا نیستند!.
+
+* با فراخوانی متد ``close`` می‌توانید یک شی Generator‌ را خاموش کنید!. توجه داشته باشید که پس از فراخوانی این متد چنانچه باز هم درخواست ایجاد مقدار ارسال (``()__next__``) شود یک  استثنا ``StopIteration`` گزارش می‌گردد.
+
+
+
+به یک نمونه کد دیگر نیز توجه نمایید::
+
+  >>> def countdown(n):
+  ...     print("Counting down from %d" % n)
+  ...     while n > 0:
+  ...        yield n
+  ...        n -= 1
+  ...     return
+  ... 
+  >>> 
+  >>> countdown_generator = countdown(10)
+  >>> 
+  >>> countdown_generator.__next__()
+  Counting down from 10
+  10
+  >>> countdown_generator.__next__()
+  9
+  >>> countdown_generator.__next__()
+  8
+  >>> countdown_generator.__next__()
+  7
+  >>> 
+  >>> countdown_generator.close()
+  >>> 
+  >>> countdown_generator.__next__()
+  Traceback (most recent call last):
+    File "<stdin>", line 1, in <module>
+  StopIteration
+  >>> 
+
+
+.. tip::
+    شی Generator را می‌توان با استفاده از تابع ``()list`` به شی لیست تبدیل کرد::
+     
+       >>> countdown_list = list(countdown(10))
+       Counting down from 10
+       >>> 
+       >>> countdown_list
+       [10, 9, 8, 7, 6, 5, 4, 3, 2, 1]
+       >>> 
+
+
+
+
+.. _python-coroutine: 
+
+در ادامه Coroutine :yield
+------------------------------------
+
+از نسخه پایتون 2.5 ویژگی‌های جدیدی به تابع Generator‌ افزوده شد [`PEP 342 <https://www.python.org/dev/peps/pep-0342/>`__]. اگر داخل یک تابع، دستور ``yield`` را در سمت راست یک عملگر انتساب ``=`` قرار دهیم آنگاه تابع مذکور رفتار متفاوتی از خود نشان می‌دهد که به آن در زبان برنامه‌نویسی پایتون **Coroutine** (کوروتین) گفته می‌شود. تصور کنید که اکنون می‌توانیم مقادیر دلخواه خود را به تابع Generator‌ ارسال کنیم!::
+
+  >>> def receiver():
+  ...     print("Ready to receive")
+  ...     while True:
+  ...         n = (yield)
+  ...         print("Got %s" % n)
+  ... 
+  >>> 
+
+
+  >>> receiver_generator = receiver()
+
+  >>> receiver_generator.__next__() # python 3.x - In Python 2.x use .next()
+  Ready to receive
+
+  >>> receiver_generator.send('WooW!!')
+  Got WooW!!
+
+  >>> receiver_generator.send(1)
+  Got 1
+
+  >>> receiver_generator.send(':)')
+  Got :)
+
+چگونگی اجرای یک **Coroutine** همانند یک Generator‌ است ولی با این تفاوت که متد ``()send`` نیز برای ارسال مقدار به درون تابع در اختیار است.
+
+
+با فراخوانی تابع Coroutine، بدنه اجرا نمی‌شود بلکه یک شی از نوع Generator‌ برگردانده می‌شود. متد ``()__next__`` اجرای برنامه را به نخستین ``yield`` می‌رساند، در این نقطه تابع در وضعیت تعلیق (Suspend) قرار می‌گیرد و آماده دریافت مقدار است. متد ``()send`` مقدار مورد نظر را به تابع ارسال می‌کند که این مقدار توسط عبارت ``(yield)`` در Coroutine دریافت می‌شود. پس از دریافت مقدار، اجرای Coroutine تا رسیدن به ``yield`` بعدی (در صورت وجود) یا انتهای بدنه تابع ادامه می‌یابد.
+
+در بحث Coroutineها برای رهایی از فراخوانی متد ``()__next__`` می‌توان از Decorator‌ها استفاده کرد::
+
+
+  >>> def coroutine(func):
+  ...     def start(*args,**kwargs):
+  ...         generator = func(*args,**kwargs)
+  ...         generator.__next__()
+  ...         return generator
+  ...     return start
+  ...   
+  >>> 
+  >>> @coroutine
+  ... def receiver():
+  ...     print("Ready to receive")
+  ...     while True:
+  ...         n = (yield)
+  ...         print("Got %s" % n)
+  ... 
+  >>> 
+  >>> receiver_generator = receiver()
+  >>> receiver_generator.send('Hello World')  # Note : No initial .next()/.__next__() needed
+
+
+یک Coroutine می‌تواند به دفعات نامحدود اجرا شود مگر اینکه اجرای آن توسط برنامه با فراخوانی متد ``()close`` یا به خودی خود با پایان خطوط اجرای تابع، پایان بپذیرد. 
+
+چنانچه پس از پایان Coroutine، متد ``()send`` فراخوانی شود یک استثنا ``StopIteration`` رخ خواهد داد::
+
+  >>> receiver_generator.close()
+  >>> receiver_generator.send('value')
+  Traceback (most recent call last):
+    File "<stdin>", line 1, in <module>
+  StopIteration
+
+
+یک Coroutine می‌تواند همزمان با دریافت مقدار، خروجی نیز تولید و برگرداند::
+
+  >>> def line_splitter(delimiter=None):
+  ...     print("Ready to split")
+  ...     result = None
+  ...     while True:
+  ...         line = yield result
+  ...         result = line.split(delimiter)
+  ... 
+  >>> 
+  >>> splitter = line_splitter(",")
+  >>> 
+  >>> splitter.__next__()  # python 3.x - In Python 2.x use .next()
+  Ready to split
+  >>> 
+  >>> splitter.send("A,B,C")
+  ['A', 'B', 'C']
+  >>> 
+  >>> splitter.send("100,200,300")
+  ['100', '200', '300']
+  >>> 
+
+**چه اتفاقی افتاد؟!**
+
+تابع ``line_splitter`` با مقدار ورودی ``","`` فراخوانی می‌شود. همانطور که می‌دانیم در این لحظه تنها اتفاقی که می‌افتد ایجاد یک نمونه شی از نوع Generator‌ خواهد بود (و هیچ یک از خطوط داخل بدنه تابع اجرا نخواهد شد). با فراخوانی متد ``()__splitter.__next`` بدنه تابع به اجرا درمیاید تا به نخستین ``yield`` برسد. یعنی عبارت ``"Ready to split"`` در خروجی چاپ، متغیر ``result`` با مقدار اولیه ``None`` تعریف و در نهایت با تایید شرط دستور ``while`` اجرا به سطر ``line = yield result`` می‌رسد. در این سطر بر اساس ارزیابی عبارت سمت راست عمل انتساب، مقدار متغیر  ``result`` که برابر ``None`` است به خارج از تابع برگردانده و سپس تابع در وضعیت تعلیق (Suspend) قرار می‌گیرد. ولی باید توجه داشت که هنوز عمل انتساب در این سطر به صورت کامل به انجام نرسیده است!. در ادامه با فراخوانی متد ``("splitter.send("A,B,C``، رشته ``"A,B,C"`` در ``yield`` قرار داده می‌شود و اجرای برنامه از حالت تعلیق خارج و ادامه می‌یابد. مقدار ``yield`` به ``line`` انتساب داده می‌شود و اجرای سطر ``line = yield result`` کامل می‌شود. در سطر بعد، رشته درون متغیر ``line`` بر اساس ``delimiter`` که در ابتدا با ``","`` مقداردهی شده بود تفکیک و به متغیر ``result`` انتساب داده می‌شود (مقدار متغیر ``result`` که تا پیش از این برابر ``None`` بوده است تغییر می‌کند). با پایان خطوط بدنه و تایید دوباره درستی شرط دستور ``while``، بدنه آن یکبار دیگر اجرا می‌شود تا از نو به ``yield`` برسد یعنی به سطر ``line = yield result``. اکنون در بار دوم اجرای حلقه بر خلاف بار نخست مقدار متغیر ``result`` برابر با ``None`` نبوده و عمل yield آن یا همان بازگرداندن آن در خروجی قابل مشاهده خواهد بود یعنی مقدار ``['A', 'B', 'C']`` که در بار نخست اجرای حلقه تولید شده بود، اکنون در خروجی به نمایش در خواهد آمد و سپس تابع بار دیگر در حالت تعلیق قرار می‌گیرد (تابع منتظر فراخوانی یکی از متدهای ``()send`` یا ``()__next__`` یا ``()close`` می‌ماند). روال کار با فراخوانی متد ``("splitter.send("100,200,300`` به همین صورت ادامه می‌یابد...
+
+در مورد سطر ``line = yield result``، می‌دانیم که برای انجام عمل انتساب ابتدا لازم است مقدار عبارت سمت راست ارزیابی و سپس به سمت چپ انتساب داده شود. یعنی مفسر پایتون ابتدا ``yield result`` را اجرا می‌کند که حاصل آن بازگرداندن مقدار متغیر ``result`` (در بار نخست اجرای حلقه = ``None``) به خارج تابع خواهد بود و سپس عبارت ``line = yield`` که مقدار ارسالی از متد ``()send`` را به متغیر ``line`` انتساب می‌دهد.
+
+|
+
+مبحث Coroutine گسترده‌تر از سطحی است که در این درس می‌تواند بیان شود ولی در این لحظه برای دریافت مثال‌ها، کاربرد و جزییات بیشتر در موضوع Coroutine زبان برنامه‌نویسی پایتون، ارائه آقای David Beazley در کنفرانس PyCon'2009 می‌تواند مفید باشد.  
+
+PDF: [`A Curious Course on Coroutines and Concurrency <https://www.dabeaz.com/coroutines/Coroutines.pdf>`__]
+
+VIDEO: [`YouTube <https://www.youtube.com/watch?v=Z_OAlIhXziw>`__]
+
+
+
+List Comprehensions
+--------------------
+
+**List Comprehensions** به عملیاتی گفته می‌شود که در طی آن می‌توان یک تابع را به تک تک اعضای یک نوع شی لیست (list) اعمال و نتیجه را در قالب یک نوع شی لیست جدید دریافت کرد [`PEP 202 <https://www.python.org/dev/peps/pep-0202/>`__]::
+
+  >>> numbers = [1, 2, 3, 4, 5]
+  >>> squares = [n * n for n in numbers]
+  >>> 
+  >>> squares
+  [1, 4, 9, 16, 25]
+  >>> 
+
+نمونه کد بالا برابر است با::
+
+  >>> numbers = [1, 2, 3, 4, 5]
+  >>> squares = []
+  >>> for n in numbers:
+  ...     squares.append(n * n)
+  ... 
+  >>> 
+  >>> squares
+  [1, 4, 9, 16, 25]
+
+
+سینتکس کلی List Comprehensions به صورت زیر است::
+
+  [expression for item1 in iterable1 if condition1
+      for item2 in iterable2 if condition2
+      ...
+      for itemN in iterableN if conditionN]
+
+  # This syntax is roughly equivalent to the following code:
+
+  s = []
+  for item1 in iterable1:
+      if condition1:
+          for item2 in iterable2:
+              if condition2:
+              ...
+                 for itemN in iterableN:
+                     if conditionN: s.append(expression)
+
+
+به مثال‌هایی دیگر در این زمینه توجه نمایید::
+
+  >>> a = [-3,5,2,-10,7,8]
+  >>> b = 'abc'
+
+  >>> [2*s for s in a]
+  [-6, 10, 4, -20, 14, 16]
+
+  >>> [s for s in a if s >= 0]
+  [5, 2, 7, 8]
+
+  >>> [(x,y) for x in a for y in b if x > 0]
+  [(5, 'a'), (5, 'b'), (5, 'c'), (2, 'a'), (2, 'b'), (2, 'c'), (7, 'a'), (7, 'b'), (7, 'c'), (8, 'a'), (8, 'b'), (8, 'c')]
+
+  >>> import math
+  >>> c = [(1,2), (3,4), (5,6)]
+  >>> [math.sqrt(x*x+y*y) for x,y in c]
+  [2.23606797749979, 5.0, 7.810249675906654]
+
+
+توجه داشته باشید، چنانچه نتیجه اعمال List Comprehensions در هر نوبت شامل بیش از یک عضو باشد، می‌بایست مقادیر نتایج در داخل یک پرانتز قرار داده شوند (به صورت یک شی توپِل - tuple). 
+
+مانند::
+
+    [(x,y) for x in a for y in b if x > 0]
+
+با توجه به این موضوع عبارت زیر از نظر مفسر پایتون نادرست می‌باشد::
+
+  >>> [x,y for x in a for y in b]
+    File "<stdin>", line 1
+      [x,y for x in a for y in b]
+             ^
+  SyntaxError: invalid syntax
+  >>> 
+
+یک نکته مهم دیگر باقی‌مانده است. به نمونه کد پایین توجه نمایید::
+
+  >>> x = 'before'
+  >>> a = [x for x in (1, 2, 3)]
+  >>> 
+  >>> x
+  'before'
+
+
+اکنون List Comprehensions حوزه خود را دارد، در نتیجه مقدار متغیر خارج از آن بدون تغییر باقی می‌ماند. [`توضیحات بیشتر <https://stackoverflow.com/a/4199355/8434370>`__]
+
+
+
+Generator Expressions
+----------------------
+
+عملکرد **Generator Expressions** مشابه **List Comprehensions** است ولی با خاصیت یک شی Generator و برای ایجاد آن کافی است به جای براکت ``[]`` در List Comprehensions از پرانتز ``()`` استفاده کنیم. [`PEP 289 <https://www.python.org/dev/peps/pep-0289/>`__]::
+
+  >>> a = [1, 2, 3, 4]
+  >>> b = (10*i for i in a)
+  >>> 
+  >>> 
+  >>> b
+  <generator object <genexpr> at 0x7f488703aca8>
+  >>> 
+  >>> b.__next__()  # python 3.x - In Python 2.x use .next()
+  10
+  >>> b.__next__()  # python 3.x - In Python 2.x use .next()
+  20
+  >>> 
+
+درک تفاوت Generator Expressions و List Comprehensions بسیار مهم است. خروجی یک **List Comprehensions** دقیقا همان نتیجه انجام عملیات در قالب یک شی لیست است در حالی که خروجی یک **Generator Expressions** شی‌ای است که می‌داند چگونه نتایج را مرحله به مرحله تولید کند. درک این دست موضوعات نقش مهمی در بالا بردن کارایی (Performance) برنامه و مصرف حافظه (Memory) خواهد داشت.
+
+با اجرای نمونه کد پایین؛ از میان تمام سطرهای داخل فایل The_Zen_of_Python.txt، سطرهایی که به صورت کامنت در زبان پایتون باشند چاپ می‌شوند:
+
+.. code-block:: text
+    :linenos:
+
+    Beautiful is better than ugly.
+    Explicit is better than implicit.
+    Simple is better than complex.
+    Complex is better than complicated.
+    Flat is better than nested.
+    Sparse is better than dense.
+    Readability counts.
+    Special cases aren't special enough to break the rules.
+    Although practicality beats purity.
+    Errors should never pass silently.
+    Unless explicitly silenced.
+    In the face of ambiguity, refuse the temptation to guess.
+    There should be one-- and preferably only one --obvious way to do it.
+    Although that way may not be obvious at first unless you're Dutch.
+    Now is better than never.
+    Although never is often better than *right* now.
+    If the implementation is hard to explain, it's a bad idea.
+    If the implementation is easy to explain, it may be a good idea.
+    Namespaces are one honking great idea -- let's do more of those!
+    ------------------------------------------------------------------
+    # File Name: The_Zen_of_Python.txt
+    # The Zen of Python
+    # PEP 20: https://www.python.org/dev/peps/pep-0020
+
+::
+
+  >>> file = open("/home/saeid/Documents/The_Zen_of_Python.txt")
+  >>> lines = (t.strip() for t in file) 
+  >>> comments = (t for t in lines if t[0] == '#')
+  >>> for c in comments:
+  ...     print(c)
+  ... 
+  # File Name: The_Zen_of_Python.txt
+  # The Zen of Python
+  # PEP 20: https://www.python.org/dev/peps/pep-0020
+  >>>
+
+در سطر یکم، فایل The_Zen_of_Python.txt باز شده و در سطر دوم یک شی Generator برای دستیابی و strip کردن (حذف کاراکترهای خالی (space) احتمالی در ابتدا و انتهای متن سطر) آن‌ها به شیوه  **Generator Expressions** به دست آمده است. توجه داشته باشید که سطرهای فایل هنوز خوانده نشده‌اند و تنها امکان درخواست و پیمایش سطر به سطر فایل ایجاد شده است. در سطر سوم با ایجاد یک شی Generator دیگر (باز هم به شیوه **Generator Expressions**) امکان فیلتر سطرهای کامنت مانند در داخل فایل را به کمک شی ``lines`` مرحله قبل، به دست آورده‌ایم. ولی هنوز سطرهای فایل خوانده نشده‌اند چرا که هنوز درخواستی مبنی بر تولید به هیچ یک از دو شی Generator ایجاد شده (``lines`` و ``comments``) ارسال نشده است. تا اینکه بالاخره در سطر چهارم دستور حلقه ``for`` شی ``comments`` را به جریان می‌اندازد و این شی نیز بر اساس عملیات تعریف شده برای آن، شی  ``lines`` را به جریان در می‌آورد.
+
+فایل The_Zen_of_Python.txt مورد استفاده در این مثال حجم بسیار کمی دارد ولی تاثیر به کار گرفتن **Generator Expressions** در این مثال را می‌توانید با استخراج کامنت‌های یک فایل چند گیگابایتی مشاهده نمایید!
+
+.. tip::
+    شی Generator ایجاد شده  به شیوه  **Generator Expressions** را نیز می‌توان با استفاده از تابع ``()list`` به شی لیست تبدیل کرد::
+     
+       >>> comment_list = list(comments)
+       >>> comment_list
+       ['# File Name: The_Zen_of_Python.txt', 
+       '# The Zen of Python', 
+       '# PEP 20: https://www.python.org/dev/peps/pep-0020']
+
+
+
+
+.. _python-lambda: 
+
+lambda و توابع ناشناس
+---------------------------
+
+در زبان برنامه‌نویسی پایتون توابع ناشناس (Anonymous functions) یا **Lambda functions** توابعی هستند که می‌توانند هر تعداد آرگومان داشته باشند ولی بدنه آن‌ها می‌بایست تنها شامل یک عبارت باشد. برای ساخت این دست توابع از کلمه کلیدی ``lambda`` استفاده می‌شود. الگوی ساختاری این نوع تابع به صورت زیر است::
+
+  lambda args : expression
+
+در این الگو ``args`` معرف هر تعداد آرگومان است که با استفاده از کاما (``,``) از یکدیگر جدا شده‌اند و ``expression`` بیانگر تنها یک عبارت پایتونی است که شامل دستوراتی همچون ``for`` یا ``while`` نمی‌شود.
+
+
+به عنوان نمونه تابع پایین را در نظر بگیرید::
+
+  >>> def a_function(x, y):
+  ...     return x + y
+  ... 
+  >>>
+  >>> a_function(2, 3)
+  5
+
+این تابع در فرم ناشناس به صورت زیر خواهد بود::
+
+  >>> a_function = lambda x,y : x+y
+  >>> a_function(2, 3)
+  5
+
+یا::
+
+  >>> (lambda x,y: x+y)(2, 3)
+  5
+
+
+**کاربرد اصلی Lambda functions کجاست؟**
+
+این دست توابع بیشتر در مواقعی که می‌خواهیم یک تابع کوتاه را به عنوان آرگومان به تابعی دیگر ارسال کنیم کاربرد دارند. 
+
+برای نمونه از درس هشتم به یاد داریم که برای مرتب‌سازی اعضای یک شی لیست از متد ``()sort`` استفاده و بیان شد که متد ``()sort`` آرگومان اختیاری با نام ``key`` دارد که می‌توان با ارسال یک تابع تک آرگومانی به آن عمل دلخواهی را بر روی تک تک عضوهای لیست مورد نظر، پیش از مقایسه و مرتب‌سازی به انجام رساند (به عنوان مثال: تبدیل حروف بزرگ به کوچک)::
+
+  >>> L = ['a', 'D', 'c', 'B', 'e', 'f', 'G', 'h']
+
+  >>> L.sort()
+
+  >>> L
+  ['B', 'D', 'G', 'a', 'c', 'e', 'f', 'h']
+
+  >>> L.sort(key=lambda n: n.lower())
+
+  >>> L
+  ['a', 'B', 'c', 'D', 'e', 'f', 'G', 'h']
+  >>> 
+
+
+
+
+|
+
+----
+
+:emoji-size:`😊` امیدوارم مفید بوده باشه
+
+
+
+
diff --git a/source/lessons/l14-recursive-functions-and-memoization-in-python.rst b/source/lessons/l14-recursive-functions-and-memoization-in-python.rst
index 4205eb6..ba08687 100644
--- a/source/lessons/l14-recursive-functions-and-memoization-in-python.rst
+++ b/source/lessons/l14-recursive-functions-and-memoization-in-python.rst
@@ -1,629 +1,629 @@
-.. role:: emoji-size
-
-.. meta::
-   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس چهاردهم: تابع در پایتون - تابع بازگشتی (Recursive) و Memoization
-
-
-.. _lesson-14: 
-
-درس ۱۴: تابع در پایتون: تابع بازگشتی (Recursive) و Memoization
-==============================================================================
-
-
-.. figure:: /_static/pages/14-python-function-recursive-memoization.jpg
-    :align: center
-    :alt: تابع در پایتون: تابع بازگشتی (Recursive) و Memoization
-    :class: page-image
-
-    Photo by `Dan Freeman <https://unsplash.com/photos/WHPsxhB4mWQ>`__
-
-این درس بخش پایانی از بررسی تابع در پایتون می‌باشد و به شرح **تابع بازگشتی (Recursive)** و تکنیک **Memoization** در برنامه‌نویسی اختصاص یافته است. 
-
-در پایان نیز به منظور جمع‌بندی تابع به معرفی برخی دیگر از امکانات تابع در زبان برنامه‌نویسی پایتون مانند **Function Attributes** پرداخته شده است.
-
-
-
-:emoji-size:`✔` سطح: متوسط
-
-----
-
-
-.. contents:: سرفصل‌ها
-    :depth: 2
-
-----
-
-
-.. _recursive-function: 
-
-تابع بازگشتی
-------------
-
-از درس نهم با دستورات کنترلی ``for`` و ``while`` آشنا شده‌ایم، این دستورات تنها ابزار ما برای تکرار قسمتی از کد بودند. اکنون با پیاده‌سازی شیوه‌ای جدید در تکرار آشنا می‌شویم.
-
-به بیانی ساده، **تابع بازگشتی** (Recursive function) به تابعی گفته می‌شود که خود را از داخل بدنه خود فراخوانی می‌کند. پیاده‌سازی تابع به صورت بازگشتی شیوه‌ای است که از آن برای حل برخی مسائل بهره گرفته می‌شود و باید بدانیم که توابع بازگشتی، یک سینتکس یا دستور خاص در زبان پایتون نیست بلکه یک شیوه حل مسئله می‌باشد که با استفاده از تابع در زبان برنامه‌نویسی پایتون (همچون بسیاری از زبان‌های دیگر) قابل پیاده‌سازی است. 
-
-برای مثال در نمونه کد پایین مقدار فاکتوریل (`Factorial <https://en.wikipedia.org/wiki/Factorial>`_) عدد پنج را به شیوه بازگشتی محاسبه می‌کنیم::
-
-
-  >>> def factorial(n):
-  ...     if n <= 1:
-  ...         return 1 
-  ...     else:
-  ...         return n * factorial(n - 1)
-  ... 
-  >>> 
-  >>> factorial(5)
-  120
-  >>>
-
-عموما می‌توان مسئله‌هایی که از **توالی** انجام یک **کار یکسان** قابل حل هستند را به صورت بازگشتی پیاده‌سازی کرد. مراحل اجرای نمونه کد بالا به صورت زیر است:
-
-.. image:: /_static/lessons/l14-factorial-relation.png
-    :align: center
-
-:: 
-
-  factorial(5)
-  |--> 5 * factorial(4)
-           |--> 4 * factorial(3)
-                    |--> 3 * factorial(2)
-                             |--> 2 * factorial(1)
-                                      |--> 1
-
-  120 = 5 * (4 * (3 * (2 * 1)))
-
-**توضیح:** هنگامی ``factorial(5)`` فراخوانی می‌شود (``n == 5``)، شرط ``1 => n`` رد و بخش ``else`` اجرا می‌شود. در این مرحله نمونه دیگری از تابع با آرگومان ``4`` فراخوانی‌ می‌شود و اجرای ``factorial(5)`` منتظر پایان اجرای ``factorial(4)`` و دریافت نتیجه آن می‌ماند. به همین ترتیب چندین نمونه از یک تابع اجرا می‌شوند که منتظر دریافت نتیجه از نمونه بعد از خود هستند. در نهایت شرط ``1 => n`` برقرار می‌شود و نمونه ``factorial(1)`` نتیجه خود را به ``factorial(2)`` برمی‌گرداند. به همین ترتیب نتایج بازگشت داده می‌شوند تا به نمونه نخست اجرا شده یعنی ``factorial(5)`` برسد و اجرای مورد نظر کاربر به پایان برسد.
-
-مدیریت توالی تابع (شیوه بازگشتی) در حافظه با استفاده از ساختمان داده پشته (Stack) [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Stack_(abstract_data_type)>`__] انجام می‌شود.
-
-هر تابع بازگشتی شامل دو بخش مهم است:
-
-* یک عبارت حاوی فراخوانی خود تابع
-* یک شرط برای انتخاب بین فراخوانی مجدد و پایان
-
-.. note::
-    پیاده‌سازی شیوه بازگشتی شاید به نظر هیجان‌انگیز باشد اما نباید فراموش کرد که میزان حافظه (Memory) زیادی مصرف می‌کند، اجرای آن زمان‌بر خواهد بود، درک جریان اجرای آن اغلب سخت است و اشکال‌زدایی (debug) آن ساده نخواهد بود!
-
-
-.. _using-python-decorator:
-
-استفاده از decorator
-~~~~~~~~~~~~~~~~~~~~~
-
-هنگام استفاده از decorator بر روی توابع بازگشتی باید به این نکته توجه داشته باشید که این decorator بر روی تمامی نمونه‌های فراخوانی شده از تابع اعمال خواهد شد و اینکه تنها یک نمونه از decorator ایجاد می‌شود و تمام نمونه‌‌های تابع به همان یک نمونه ارسال می‌شوند::
-
-  >>> def logger(func):
-  ...     print('Decorator is created!')
-  ...     def func_wrapper(number):
-  ...         print(f'New factorial call with parameter: {number}')
-  ...         result = func(number)
-  ...         print (f'factorial({number}) ==> {result}')
-  ...         return result
-  ...     return func_wrapper
-  ... 
-  >>> @logger
-  ... def factorial(n):
-  ...     if n <= 1:
-  ...         return 1
-  ...     else:
-  ...         return n * factorial(n - 1)
-  ... 
-  >>> 
-  >>> factorial(5)
-  Decorator is created!
-  New factorial call with parameter: 5
-  New factorial call with parameter: 4
-  New factorial call with parameter: 3
-  New factorial call with parameter: 2
-  New factorial call with parameter: 1
-  factorial(1) ==> 1
-  factorial(2) ==> 2
-  factorial(3) ==> 6
-  factorial(4) ==> 24
-  factorial(5) ==> 120
-  120
-  >>> 
-
-*به خروجی نمونه کد بالا حتما توجه نمایید!.*
-
-.. _python-set-recursion-limit:
-
-تنظیم عمق بازگشتی
-~~~~~~~~~~~~~~~~~~~~
-
-در زبان برنامه‌نویسی پایتون در عمق پیاده‌سازی توابع بازگشتی (تعداد نمونه‌های فراخوانی شده از تابع و موجود در پشته) یک محدودیت قابل تنظیم وجود دارد. تابع ``()getrecursionlimit`` از ماژول ``sys`` این مقدار را برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/sys.html#sys.getrecursionlimit>`__]. این مقدار به صورت پیش‌فرض برابر با ``1000`` 	می‌باشد که با استفاده از تابع ``(limit)setrecursionlimit`` از ماژول ``sys`` می‌توان آن را تغییر داد [`اسناد پایتون <https://docs.python.org/3/library/sys.html#sys.setrecursionlimit>`__]::
-
-  >>> import sys
-
-  >>> sys.getrecursionlimit()
-  1000
-
-  >>> sys.setrecursionlimit(50)
-
-  >>> sys.getrecursionlimit()
-  50
-
-با رد شدن از محدودیت عمق توابع بازگشتی یک استثنا ``RecursionError`` گزارش خواهد شد::
-
-  
-  >>> factorial(9)
-  362880
-
-  >>> sys.setrecursionlimit(10)
-
-  >>> factorial(9)
-  Traceback (most recent call last):
-    File "<stdin>", line 1, in <module>
-    File "<stdin>", line 5, in factorial
-    File "<stdin>", line 5, in factorial
-    File "<stdin>", line 5, in factorial
-    [Previous line repeated 5 more times]
-    File "<stdin>", line 2, in factorial
-  RecursionError: maximum recursion depth exceeded in comparison
-
-.. tip::
-    علاوه بر این محدودیت، یک محدودیت جدی‌تر دیگری نیز وجود دارد و آن هم میزان فضایی است که توسط سیستم عامل برای پشته در نظر گرفته شده است. با رد شدن از این مقدار فضا، برنامه با خطای زمان اجرا مواجه می‌گردد (``RuntimeError``).
-
-
-.. _python-generator-recursive:
-
-تابع Generator بازگشتی
-~~~~~~~~~~~~~~~~~~~~~~
-
-در پیاده‌سازی توابع Generator و Coroutine نیز می‌توان شیوه بازگشتی را در نظر گرفت، در این صورت ممکن است نتایج کمی برخلاف انتظار شما باشد. نمونه کد زیر یک شی لیست تو در تو را دریافت و تک تک اعضای درون هر لیست را چاپ می‌کند::
-
-  >>> def flatten(lists):
-  ...     for sub in lists:
-  ...         if isinstance(sub,list):
-  ...             flatten(sub)
-  ...         else:
-  ...             print(sub)
-  ... 
-  >>> items = [[1,2,3],[4,5,[5,6]],[7,8,9]]
-  >>> flatten(items)
-  1
-  2
-  3
-  4
-  5
-  5
-  6
-  7
-  8
-  9
-  >>> 
-
-اکنون برای تبدیل تابع ``flatten`` به یک  Generator کافی است به جای ``print`` از ``yield`` استفاده کنیم::
-
-  >>> def genflatten(lists):
-  ...     for sub in lists:
-  ...         if isinstance(sub,list):
-  ...             genflatten(sub)
-  ...         else:
-  ...             yield sub
-  ... 
-  >>> items = [[1,2,3],[4,5,[5,6]],[7,8,9]]
-
-  >>> genflatten(items)
-  <generator object genflatten at 0x7eff06d40150>
-
-  >>> list(genflatten(items))
-  []
-
-
-اتفاقی نیفتاد! و خروجی یک لیست خالی است. از درس پیش به خاطر داریم، فراخوانی تابع ``genflatten`` (که در واقع یک تابع Generator است) تنها باعث ایجاد یک شی Generator می‌شود و می‌بایست در نقطه‌ای که تابع خودش را فراخوانی می‌کند نیز مقدمات پردازش خروجی یک شی Generator را فراهم کنیم. اکنون با اصلاح کد بالا::
-
-  >>> def genflatten(lists):
-  ...     for sub in lists:
-  ...         if isinstance(sub,list):
-  ...             for item in genflatten(sub):
-  ...                 yield item
-  ...         else:
-  ...             yield sub
-  ... 
-  >>> items = [[1,2,3],[4,5,[5,6]],[7,8,9]]
-
-  >>> genflatten(items)
-  <generator object genflatten at 0x7f6cee349258>
-
-  >>> list(genflatten(items))
-  [1, 2, 3, 4, 5, 5, 6, 7, 8, 9]
-
-
-.. _memoization:
-
-Memoization
-~~~~~~~~~~~~~
-
-**Memoization** یا یادآوری، یک تکنیک برای نگهداری از نتایج به دست آمده به منظور جلوگیری از تکرار محاسبات است [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Memoization>`__]. این تکنیک را می‌توان در زبان برنامه‌نویسی پایتون با استفاده از **decorator** پیاده‌سازی کرد.
-
-برای توضیح این بخش اجازه دهید یک مثال بازگشتی دیگر را بررسی کنیم. محاسبه مقدار فیبوناچی [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Fibonacci_number>`__] یک عدد مشخص:
-
-.. image:: /_static/lessons/l14-fibonacci-relation.png
-    :align: center
-
-::
-
-  >>> def fibonacci(n):
-  ...     if n <= 1:
-  ...         return n
-  ...     else:
-  ...         return fibonacci(n-1) + fibonacci(n-2)
-  ... 
-  >>> for number in range(10):
-  ...    print(fibonacci(number))
-  ... 
-  0
-  1
-  1
-  2
-  3
-  5
-  8
-  13
-  21
-  34
-
-  
-در این مثال ما از عدد ``9`` جلوتر نرفتیم چرا که محاسبه برای اعداد بزرگتری به مانند ``50`` واقعا زمان‌بر خواهد بود و این فرصتی است تا ما کارایی تکنیک Memoization را محک بزنیم. اکنون تابع بازگشتی فیبوناچی خود را با استفاده از تکنیک Memoization و یک Decorator بهینه‌سازی می‌کنیم::
-
-  >>> def memoize_fibonacci(func):
-  ...     memory = {} 
-  ...     def func_wrapper(number): 
-  ...         if number not in memory: 
-  ...             memory[number] = func(number)
-  ...         return memory[number]
-  ...     return func_wrapper
-  ... 
-  >>> @memoize_fibonacci
-  ... def fibonacci(n):
-  ...     if n <= 1:
-  ...         return n
-  ...     else:
-  ...         return fibonacci(n-1) + fibonacci(n-2)
-  ... 
-  >>> 
-
-حالا مقدار ``50`` که هیچ، مقدار فیبوناچی برای عدد ``500`` را محاسبه کنید (``(500)fibonacci``). تفاوت در زمان اجرا را خودتان متوجه خواهید شد!
-
-
-به کمک Decorator در این مثال (``memoize_fibonacci``) نتایج حاصل از فراخوانی هر نمونه تابع در جایی ذخیره می‌شود (شی دیکشنری ``memory``) و پیش از فراخوانی مجدد یک نمونه جدید از تابع بررسی می‌شود که آیا قبلا این مقدار محاسبه شده است یا خیر. در صورت وجود جواب از تکرار فراخوانی تابع صرف نظر و مقدار از پیش موجود به عنوان نتیجه برگردانده می‌شود. بنابراین بدیهی است که با جلوگیری از ایجاد نمونه توابع جدید و محاسبات تکراری، سرعت اجرا افزایش یابد.
-
-
-Function Attributes
----------------------
-
-از دروس پیش مشاهده کردیم که اشیا در پایتون بر حسب نوع خود شامل یک سری صفات یا ویژگی‌های (Attributes) پیش‌فرض هستند؛ برای مثال صفت ``__name__`` که دربردارنده نام تابع است [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#definition.__name__>`__]. 
-
-علاوه بر این؛‌ توابع در پایتون می‌توانند صفات دلخواه کاربر را نیز دریافت کنند که به این صورت می‌توان یک سری اطلاعات اضافی را به توابع پیوست کرد [`PEP 232 <https://www.python.org/dev/peps/pep-0232/>`__]. به نمونه کد پایین توجه نمایید::
-
-  >>> def foo():
-  ...     pass
-  ... 
-  >>> foo.is_done = True
-  >>> 
-  >>> if foo.is_done:
-  ...     print('DONE!')
-  ... 
-  DONE!
-  >>> 
-
-همانطور که قابل مشاهده است با استفاده از سینتکس زیر می‌توان یک Attribute به تابع اضافه کرد::
-
-  function_name.attribute_name = attribute_value
-
-همچنین برای این منظور می‌توان از تابع آماده ``setattr`` استفاده کرد [`اسناد پایتون <https://docs.python.org/3/library/functions.html#setattr>`__]. این تابع سه آرگومان دریافت می‌کند؛ شی‌ای که می‌خواهید یک Attribute به آن اضافه کنید (در اینجا تابع)، نام (از نوع رشته - string) و مقدار Attribute مورد نظر::
-
-          setattr(object, name, value)
-
-::
-
-  >>> setattr(foo, 'name', 'Saeid')
-  >>> setattr(foo, 'age', 32)
-  >>> 
-  >>> foo.name
-  'Saeid'
-  >>> foo.age
-  32
-
-این صفات در قالب یک شی دیکشنری ذخیره می‌شوند که با استفاده از صفت ``__dict__`` در دسترس هستند [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#object.__dict__>`__]::
-
-  >>> foo.__dict__
-  {'is_done': True, 'name': 'Saeid', 'age': 32}
-
-برای دریافت مقدار یک Attribute مشخص می‌توانید از تابع آماده ``getattr`` نیز استفاده کرد [`اسناد پایتون <https://docs.python.org/3/library/functions.html#getattr>`__]. این تابع دو پارامتر اجباری (``object`` و ``name``) و یک پارامتر اختیاری (``default``) دارد. در صورتی که شی مورد نظر (در اینجا تابع) فاقد صفت مورد نظر باشد مقدار default (در صورت ارسال) برگردانده خواهد شد::
-
-
-   getattr(object, name[, default])
-
-::
-
-  >>> getattr(foo, 'is_done')
-  True
-  >>> getattr(foo, 'is_publish', False)
-  False
-
-::
-
-  >>> getattr(foo, 'is_publish')
-  Traceback (most recent call last):
-    File "<stdin>", line 1, in <module>
-  AttributeError: 'function' object has no attribute 'is_publish'
-
-  >>> foo.is_publish
-  Traceback (most recent call last):
-    File "<stdin>", line 1, in <module>
-  AttributeError: 'function' object has no attribute 'is_publish'
-
-در صورت تلاش برای دریافت صفتی که برای تابع مورد نظر تعریف نشده باشد یک استثنای ``AttributeError`` گزارش خواهد شد. البته همانطور که بیان شد در صورت استفاده از تابع ``getattr`` و تنظیم پارامتر ``default`` این اتفاق رخ نخواهد داد. همچنین برای جلوگیری از بروز این استثنا می‌توان پیش از استفاده از صفت، وجود آن را با استفاده از تابع آماده ``(hasattr(object, name`` بررسی کرد [`اسناد پایتون <https://docs.python.org/3/library/functions.html#hasattr>`__]::
-
-  >>> if hasattr(foo, 'is_publish'):
-  ...     print(foo.is_publish)
-  ... else:
-  ...     print(f"{foo.__name__!r} has no attribute 'is_publish'")
-  ... 
-  'foo' has no attribute 'is_publish'
-  >>> 
-
-برای **حذف** یک Attribute نیز می‌توان از تابع آماده ``(delattr(object, name`` استفاده کرد [`اسناد پایتون <https://docs.python.org/3/library/functions.html#delattr>`__]::
-
-  >>> delattr(foo, 'age')
-  >>> 
-  >>> foo.age
-  Traceback (most recent call last):
-    File "<stdin>", line 1, in <module>
-  AttributeError: 'function' object has no attribute 'age'
-
-و یا از دستور ``del`` ::
-
-  >>> del foo.is_done
-  >>> 
-  >>> foo.is_done
-  Traceback (most recent call last):
-    File "<stdin>", line 1, in <module>
-  AttributeError: 'function' object has no attribute 'is_done'
-  >>> 
-
-.. note::
-    در انتهای این بخش باید خاطر نشان کرد که در صورت تعریف Attribute برای توابع خود و استفاده از decorator، همانطور که در درس پیش نیز توضیح داده شد استفاده از ``functools.wraps@`` فراموش نشود [`درس سیزدهم </lessons/l13-decorator-generator-and-lambda-with-python-functions.html#functools-wraps>`__].
-
-
-Built-in Functions
---------------------
-
-مفسر پایتون تعدادی تابع کاربردی را بدون نیاز به import کردن ماژول خاصی در اختیار برنامه‌نویسان قرار می‌دهد. از این توابع با عنوان **Built-in Functions** (توابع آماده یا **توابع داخلی**) یاد می‌شود. فهرست کامل این توابع به همراه توضیح در `اسناد پایتون <https://docs.python.org/3/library/functions.html>`__ موجود است. در طی دروس پیشین و حتی همین درس با برخی از آن‌ها آشنا شده‌اید، در این بخش نیز به بررسی چند مورد دیگر می‌پردازیم.
-
-eval
-~~~~~~
-
-این تابع یک (و تنها یک) عبارت پایتونی را در قالب شی رشته دریافت، اجرا و نتیجه را برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/functions.html#eval>`__].
-
-::
-
-  >>> eval('3*4 + 7.2')
-  19.2
-
-::
-
-  >>> import math
-  >>> x = 2
-  >>> eval('math.sin(3.5+x) + 7.2')
-  6.494459674429608
-
-بر اساس تعریف موجود در اسناد پایتون ``eval``، این تابع شامل دو پارامتر  ``globals`` و ``locals`` نیز می‌شود که ارسال آرگومان به آن‌ها اختیاری است. هر دو از نوع دیکشنری (dict) هستند که Scope یا حوزه‌های global و  local کدی که باید اجرا شود (پارامتر یکم تابع) را  ارايه می‌دهند::
-
-
-    eval(object[, globals[, locals]])
-
-::
-
-  >>> globals_env = {'x': 7, 'y': 10, 'birds': ['Parrot', 'Swallow', 'Albatross']}
-  >>> locals_env = {}
-  >>> a = eval("3 * x + 4 * y", globals_env, locals_env)
-  >>> a
-  61
-
-
-
-
-exec
-~~~~~~
-
-این تابع همانند ``eval`` است ولی با این تفاوت که می‌تواند چندین عبارت یا دستور پایتونی را در قالب یک شی رشته دریافت و اجرا کند. خروجی ``exec`` همیشه برابر با ``None`` است [`اسناد پایتون <https://docs.python.org/3/library/functions.html#exec>`__].
-
-::
-
-  >>> exec('import math; x=2; print(math.sin(3.5+x) + 7.2)')
-  6.494459674429608
-
-::
-
-  >>> exec("for i in range(5): print(i)")
-  0
-  1
-  2
-  3
-  4
-
-
-این تابع همانند ``eval`` شامل دو پارامتر  ``globals`` و ``locals`` نیز می‌شود::
-
-  exec(object[, globals[, locals]])
-
-::
-
-  >>> exec("for b in birds: print(b)", globals_env, locals_env)
-  Parrot
-  Swallow
-  Albatross
-
-
-
-compile
-~~~~~~~~~
-
-هر بار که یک شی رشته حاوی کد پایتون به توابع ``eval`` و ``exec`` ارسال می‌شود، مفسر پایتون ابتدا این کد را به بایت‌کد کامپایل و سپس اجرا می‌کند که تکرار این کار باعث تحمیل سربار به سیستم می‌شود. می‌توان با یک بار کامپیال و استفاده مجدد از اعمال این سربار اجتناب کرد.
-
-تابع ``compile`` برای همین منظور است [`اسناد پایتون <https://docs.python.org/3/library/functions.html#compile>`__]. تعریف این تابع به صورت زیر است::
-
-  compile(source, filename, mode, flags=0, dont_inherit=False, optimize=-1)
-
-
-* **source**: کدی است که می‌خواهیم آن را کامپیال و در نهایت اجرا کنیم که می‌تواند یک شی از نوع رشته (str)، بایت (bytes) یا AST [`اسناد پایتون <https://docs.python.org/3/library/ast.html>`__] باشد.
-
-* **filename**: نام فایلی که کد باید از آن خوانده شود؛ چنانچه کد مورد نظر شما از فایل خوانده نمی‌شود، یک نام به دلخواه خود قرار دهید یا آن را با یک رشته خالی مقداردهی کنید.
-
-* **mode**: نوع کد را مشخص می‌کند. می‌تواند یکی از مقادیر ``exec``، ``eval`` یا ``single`` باشد. شرایط اجرای دو تابع ``eval`` (تنها شامل یک عبارت) و ``exec`` (یک یا چند عبارت و دستور) را برسی کردیم و از ``single`` نیز در مواقعی که کد مورد نظر تنها شامل یک دستور باشد، استفاده می‌شود.
-
-* **flags**, **dont_inheritmode**: این دو پارامتر اختیاری هستند و در این مرحله می‌توانید از آنها گذر کنید. از این دو برای تعیین اینکه کدام یک از دستورات Future در کامپایل کد مورد نظر تاثیر دارد [`اسناد پایتون <https://docs.python.org/3/reference/simple_stmts.html#future>`__]، مورد استفاده قرار می‌گیرند.
-
-* **optimize**: میزان سطح بهینه‌سازی کد را برای کامپایلر تنطیم می‌کند و ارسال آروگومان به آن نیز اختیاری است - مطالعه بیشتر: [`PEP 488 <https://www.python.org/dev/peps/pep-0488/>`__]. 
-
-
-به نمونه کدهای پایین توجه نمایید::
-
-  >>> # compile() with string source
-
-  >>> code_str = 'x=5\ny=10\nprint("sum =",x+y)'
-  >>> code = compile(code_str, 'sum_test.py', 'exec')
-  >>> print(type(code))
-  <class 'code'>
-  >>> exec(code)
-  sum = 15
-
-
-
-.. code-block:: text
-    :linenos:
-
-    # File Name: test_code.py
-    # Directory: /home/saeid/Desktop
-
-    x = 10
-    y = 20
-    print('Multiplication = ', x * y)
-
-::
-
-  >>> # reading code from a file
- 
-  >>> file = open('/home/saeid/Desktop/test_code.py', 'r')
-  >>> code_str = file.read()
-  >>> file.close()
-  >>> code = compile(code_str, 'test_code.py', 'exec')
-  >>> print(type(code))
-  <class 'code'>
-  >>> exec(code)
-  Multiplication =  200
-
-
-locals, globals
-~~~~~~~~~~~~~~~~~
-
-خروجی هر دو تابع یک شی دیکشنری (dict) است. تابع ``()locals`` یک دیکشنری حاوی متغیرهای موجود در حوزه local [`اسناد پایتون <https://docs.python.org/3/library/functions.html#locals>`__] و تابع ``()globals`` نیز یک دیکشنری حاوی متغیرهای موجود در حوزه global را برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/functions.html#globals>`__]::
-
-  >>> a = 0
-  >>> def func():
-  ...     x = 'text'
-  ...     print('-' * 10)
-  ...     print('locals():')
-  ...     print(locals())
-  ...     print('-' * 10)
-  ...     print('globals():')
-  ...     print(globals())
-  ... 
-  >>> func()
-  ----------
-  locals():
-  {'x': 'text'}
-  ----------
-  globals():
-  {'__name__': '__main__', '__doc__': None, '__package__': None, '__loader__': <class '_frozen_importlib.BuiltinImporter'>, '__spec__': None, '__annotations__': {}, '__builtins__': <module 'builtins' (built-in)>, 'a': 0, 'func': <function func at 0x7f2b29f1ec80>}
-  >>> 
-
-توجه داشته باشید در سطح ماژول خروجی این دو تابع با هم یکسان می‌شود::
-
-  >>> a = 5
-  >>> b = 10
-  >>> def func():
-  ...     pass
-  ... 
-  >>> locals()
-  {'__name__': '__main__', '__doc__': None, '__package__': None, '__loader__': <class '_frozen_importlib.BuiltinImporter'>, '__spec__': None, '__annotations__': {}, '__builtins__': <module 'builtins' (built-in)>, 'a': 5, 'b': 10, 'func': <function func at 0x7f1dd0218c80>}
-  >>> globals()
-  {'__name__': '__main__', '__doc__': None, '__package__': None, '__loader__': <class '_frozen_importlib.BuiltinImporter'>, '__spec__': None, '__annotations__': {}, '__builtins__': <module 'builtins' (built-in)>, 'a': 5, 'b': 10, 'func': <function func at 0x7f1dd0218c80>}
-  >>> 
-
-
-.. caution::
-    همانطور که در درس‌های سوم و چهارم نیز بیان شده است، تمام محیط تعاملی پایتون از دید مفسر پایتون همانند یک ماژول (یا اسکریپت) است.
-
-
-Documentation Strings
-------------------------
-
-از درس ششم با `docstring </lessons/l06.html#docstring>`__ آشنا شده‌ایم؛ در این بخش با رویکرد تابع به این مبحث می‌پردازیم [`PEP 257 <https://www.python.org/dev/peps/pep-0257/>`__].
-
-.. tip::
-   استفاده از **docstring** در ابتدای ماژول‌ها، کلاس‌ها و توابع یک شیوه مناسب در زبان پایتون برای ارايه چگونگی ارتباط و رفتار با این عناصر است.
-
-به نمونه کد پایین توجه نمایید::
-
-  >>> def factorial(n):
-  ...     """Computes n factorial. For example:
-  ... 
-  ...     >>> factorial(5)
-  ...     120
-  ...     >>>
-  ...     """
-  ...
-  ...     if n <= 1: return 1
-  ...     else: return n*factorial(n-1)
-  ... 
-  >>>
-
-::
-
-  >>> factorial.__doc__
-  'Computes n factorial. For example:\n\n    >>> factorial(5)\n    120\n    >>>\n    '
-
-::
-
-  >>> print(factorial.__doc__)
-  Computes n factorial. For example:
-
-      >>> factorial(5)
-      120
-      >>>
-  >>>
-
-::
-
-  >>> help(factorial)
-
-  Help on function factorial in module __main__:
-
-  factorial(n)
-      Computes n factorial. For example:
-    
-      >>> factorial(5)
-      120
-      >>>
-  (END)
-
-مقدار docstring در attribute یا صفت ``__doc__`` تابع قرار می‌گیرد. همچنین این مقدار از طریق تابع ``help`` در محیط تعاملی (interactive) پایتون نیز قابل دسترس است.
-
-برنامه‌های موسوم به IDE از جمله PyCharm نیز docstring‌ها را مورد پردازش قرار می‌دهند و با استفاده از اطلاعات موجود در آن‌ها به برنامه‌نویس امکانات کمکی بیشتری ارايه می‌دهند. برای مثال می‌توان نوع ورودی‌های یک تابع یا مقدار خروجی آن را با استفاده از docstring تشریح کرد. برای اطلاعات بیشتر و مشاهده نمونه کد می‌توانید به مستندات PyCharm مراجعه نمایید: `PyCharm - Document source code <https://www.jetbrains.com/help/pycharm/documenting-source-code.html>`__
-
-
-
-|
-
-----
-
-:emoji-size:`😊` امیدوارم مفید بوده باشه
-
-
-
-
+.. role:: emoji-size
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس چهاردهم: تابع در پایتون - تابع بازگشتی (Recursive) و Memoization
+
+
+.. _lesson-14: 
+
+درس ۱۴: تابع در پایتون: تابع بازگشتی (Recursive) و Memoization
+==============================================================================
+
+
+.. figure:: /_static/pages/14-python-function-recursive-memoization.jpg
+    :align: center
+    :alt: تابع در پایتون: تابع بازگشتی (Recursive) و Memoization
+    :class: page-image
+
+    Photo by `Dan Freeman <https://unsplash.com/photos/WHPsxhB4mWQ>`__
+
+این درس بخش پایانی از بررسی تابع در پایتون می‌باشد و به شرح **تابع بازگشتی (Recursive)** و تکنیک **Memoization** در برنامه‌نویسی اختصاص یافته است. 
+
+در پایان نیز به منظور جمع‌بندی تابع به معرفی برخی دیگر از امکانات تابع در زبان برنامه‌نویسی پایتون مانند **Function Attributes** پرداخته شده است.
+
+
+
+:emoji-size:`✔` سطح: متوسط
+
+----
+
+
+.. contents:: سرفصل‌ها
+    :depth: 2
+
+----
+
+
+.. _recursive-function: 
+
+تابع بازگشتی
+------------
+
+از درس نهم با دستورات کنترلی ``for`` و ``while`` آشنا شده‌ایم، این دستورات تنها ابزار ما برای تکرار قسمتی از کد بودند. اکنون با پیاده‌سازی شیوه‌ای جدید در تکرار آشنا می‌شویم.
+
+به بیانی ساده، **تابع بازگشتی** (Recursive function) به تابعی گفته می‌شود که خود را از داخل بدنه خود فراخوانی می‌کند. پیاده‌سازی تابع به صورت بازگشتی شیوه‌ای است که از آن برای حل برخی مسائل بهره گرفته می‌شود و باید بدانیم که توابع بازگشتی، یک سینتکس یا دستور خاص در زبان پایتون نیست بلکه یک شیوه حل مسئله می‌باشد که با استفاده از تابع در زبان برنامه‌نویسی پایتون (همچون بسیاری از زبان‌های دیگر) قابل پیاده‌سازی است. 
+
+برای مثال در نمونه کد پایین مقدار فاکتوریل (`Factorial <https://en.wikipedia.org/wiki/Factorial>`_) عدد پنج را به شیوه بازگشتی محاسبه می‌کنیم::
+
+
+  >>> def factorial(n):
+  ...     if n <= 1:
+  ...         return 1 
+  ...     else:
+  ...         return n * factorial(n - 1)
+  ... 
+  >>> 
+  >>> factorial(5)
+  120
+  >>>
+
+عموما می‌توان مسئله‌هایی که از **توالی** انجام یک **کار یکسان** قابل حل هستند را به صورت بازگشتی پیاده‌سازی کرد. مراحل اجرای نمونه کد بالا به صورت زیر است:
+
+.. image:: /_static/lessons/l14-factorial-relation.png
+    :align: center
+
+:: 
+
+  factorial(5)
+  |--> 5 * factorial(4)
+           |--> 4 * factorial(3)
+                    |--> 3 * factorial(2)
+                             |--> 2 * factorial(1)
+                                      |--> 1
+
+  120 = 5 * (4 * (3 * (2 * 1)))
+
+**توضیح:** هنگامی ``factorial(5)`` فراخوانی می‌شود (``n == 5``)، شرط ``1 => n`` رد و بخش ``else`` اجرا می‌شود. در این مرحله نمونه دیگری از تابع با آرگومان ``4`` فراخوانی‌ می‌شود و اجرای ``factorial(5)`` منتظر پایان اجرای ``factorial(4)`` و دریافت نتیجه آن می‌ماند. به همین ترتیب چندین نمونه از یک تابع اجرا می‌شوند که منتظر دریافت نتیجه از نمونه بعد از خود هستند. در نهایت شرط ``1 => n`` برقرار می‌شود و نمونه ``factorial(1)`` نتیجه خود را به ``factorial(2)`` برمی‌گرداند. به همین ترتیب نتایج بازگشت داده می‌شوند تا به نمونه نخست اجرا شده یعنی ``factorial(5)`` برسد و اجرای مورد نظر کاربر به پایان برسد.
+
+مدیریت توالی تابع (شیوه بازگشتی) در حافظه با استفاده از ساختمان داده پشته (Stack) [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Stack_(abstract_data_type)>`__] انجام می‌شود.
+
+هر تابع بازگشتی شامل دو بخش مهم است:
+
+* یک عبارت حاوی فراخوانی خود تابع
+* یک شرط برای انتخاب بین فراخوانی مجدد و پایان
+
+.. note::
+    پیاده‌سازی شیوه بازگشتی شاید به نظر هیجان‌انگیز باشد اما نباید فراموش کرد که میزان حافظه (Memory) زیادی مصرف می‌کند، اجرای آن زمان‌بر خواهد بود، درک جریان اجرای آن اغلب سخت است و اشکال‌زدایی (debug) آن ساده نخواهد بود!
+
+
+.. _using-python-decorator:
+
+استفاده از decorator
+~~~~~~~~~~~~~~~~~~~~~
+
+هنگام استفاده از decorator بر روی توابع بازگشتی باید به این نکته توجه داشته باشید که این decorator بر روی تمامی نمونه‌های فراخوانی شده از تابع اعمال خواهد شد و اینکه تنها یک نمونه از decorator ایجاد می‌شود و تمام نمونه‌‌های تابع به همان یک نمونه ارسال می‌شوند::
+
+  >>> def logger(func):
+  ...     print('Decorator is created!')
+  ...     def func_wrapper(number):
+  ...         print(f'New factorial call with parameter: {number}')
+  ...         result = func(number)
+  ...         print (f'factorial({number}) ==> {result}')
+  ...         return result
+  ...     return func_wrapper
+  ... 
+  >>> @logger
+  ... def factorial(n):
+  ...     if n <= 1:
+  ...         return 1
+  ...     else:
+  ...         return n * factorial(n - 1)
+  ... 
+  >>> 
+  >>> factorial(5)
+  Decorator is created!
+  New factorial call with parameter: 5
+  New factorial call with parameter: 4
+  New factorial call with parameter: 3
+  New factorial call with parameter: 2
+  New factorial call with parameter: 1
+  factorial(1) ==> 1
+  factorial(2) ==> 2
+  factorial(3) ==> 6
+  factorial(4) ==> 24
+  factorial(5) ==> 120
+  120
+  >>> 
+
+*به خروجی نمونه کد بالا حتما توجه نمایید!.*
+
+.. _python-set-recursion-limit:
+
+تنظیم عمق بازگشتی
+~~~~~~~~~~~~~~~~~~~~
+
+در زبان برنامه‌نویسی پایتون در عمق پیاده‌سازی توابع بازگشتی (تعداد نمونه‌های فراخوانی شده از تابع و موجود در پشته) یک محدودیت قابل تنظیم وجود دارد. تابع ``()getrecursionlimit`` از ماژول ``sys`` این مقدار را برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/sys.html#sys.getrecursionlimit>`__]. این مقدار به صورت پیش‌فرض برابر با ``1000`` 	می‌باشد که با استفاده از تابع ``(limit)setrecursionlimit`` از ماژول ``sys`` می‌توان آن را تغییر داد [`اسناد پایتون <https://docs.python.org/3/library/sys.html#sys.setrecursionlimit>`__]::
+
+  >>> import sys
+
+  >>> sys.getrecursionlimit()
+  1000
+
+  >>> sys.setrecursionlimit(50)
+
+  >>> sys.getrecursionlimit()
+  50
+
+با رد شدن از محدودیت عمق توابع بازگشتی یک استثنا ``RecursionError`` گزارش خواهد شد::
+
+  
+  >>> factorial(9)
+  362880
+
+  >>> sys.setrecursionlimit(10)
+
+  >>> factorial(9)
+  Traceback (most recent call last):
+    File "<stdin>", line 1, in <module>
+    File "<stdin>", line 5, in factorial
+    File "<stdin>", line 5, in factorial
+    File "<stdin>", line 5, in factorial
+    [Previous line repeated 5 more times]
+    File "<stdin>", line 2, in factorial
+  RecursionError: maximum recursion depth exceeded in comparison
+
+.. tip::
+    علاوه بر این محدودیت، یک محدودیت جدی‌تر دیگری نیز وجود دارد و آن هم میزان فضایی است که توسط سیستم عامل برای پشته در نظر گرفته شده است. با رد شدن از این مقدار فضا، برنامه با خطای زمان اجرا مواجه می‌گردد (``RuntimeError``).
+
+
+.. _python-generator-recursive:
+
+تابع Generator بازگشتی
+~~~~~~~~~~~~~~~~~~~~~~
+
+در پیاده‌سازی توابع Generator و Coroutine نیز می‌توان شیوه بازگشتی را در نظر گرفت، در این صورت ممکن است نتایج کمی برخلاف انتظار شما باشد. نمونه کد زیر یک شی لیست تو در تو را دریافت و تک تک اعضای درون هر لیست را چاپ می‌کند::
+
+  >>> def flatten(lists):
+  ...     for sub in lists:
+  ...         if isinstance(sub,list):
+  ...             flatten(sub)
+  ...         else:
+  ...             print(sub)
+  ... 
+  >>> items = [[1,2,3],[4,5,[5,6]],[7,8,9]]
+  >>> flatten(items)
+  1
+  2
+  3
+  4
+  5
+  5
+  6
+  7
+  8
+  9
+  >>> 
+
+اکنون برای تبدیل تابع ``flatten`` به یک  Generator کافی است به جای ``print`` از ``yield`` استفاده کنیم::
+
+  >>> def genflatten(lists):
+  ...     for sub in lists:
+  ...         if isinstance(sub,list):
+  ...             genflatten(sub)
+  ...         else:
+  ...             yield sub
+  ... 
+  >>> items = [[1,2,3],[4,5,[5,6]],[7,8,9]]
+
+  >>> genflatten(items)
+  <generator object genflatten at 0x7eff06d40150>
+
+  >>> list(genflatten(items))
+  []
+
+
+اتفاقی نیفتاد! و خروجی یک لیست خالی است. از درس پیش به خاطر داریم، فراخوانی تابع ``genflatten`` (که در واقع یک تابع Generator است) تنها باعث ایجاد یک شی Generator می‌شود و می‌بایست در نقطه‌ای که تابع خودش را فراخوانی می‌کند نیز مقدمات پردازش خروجی یک شی Generator را فراهم کنیم. اکنون با اصلاح کد بالا::
+
+  >>> def genflatten(lists):
+  ...     for sub in lists:
+  ...         if isinstance(sub,list):
+  ...             for item in genflatten(sub):
+  ...                 yield item
+  ...         else:
+  ...             yield sub
+  ... 
+  >>> items = [[1,2,3],[4,5,[5,6]],[7,8,9]]
+
+  >>> genflatten(items)
+  <generator object genflatten at 0x7f6cee349258>
+
+  >>> list(genflatten(items))
+  [1, 2, 3, 4, 5, 5, 6, 7, 8, 9]
+
+
+.. _memoization:
+
+Memoization
+~~~~~~~~~~~~~
+
+**Memoization** یا یادآوری، یک تکنیک برای نگهداری از نتایج به دست آمده به منظور جلوگیری از تکرار محاسبات است [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Memoization>`__]. این تکنیک را می‌توان در زبان برنامه‌نویسی پایتون با استفاده از **decorator** پیاده‌سازی کرد.
+
+برای توضیح این بخش اجازه دهید یک مثال بازگشتی دیگر را بررسی کنیم. محاسبه مقدار فیبوناچی [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Fibonacci_number>`__] یک عدد مشخص:
+
+.. image:: /_static/lessons/l14-fibonacci-relation.png
+    :align: center
+
+::
+
+  >>> def fibonacci(n):
+  ...     if n <= 1:
+  ...         return n
+  ...     else:
+  ...         return fibonacci(n-1) + fibonacci(n-2)
+  ... 
+  >>> for number in range(10):
+  ...    print(fibonacci(number))
+  ... 
+  0
+  1
+  1
+  2
+  3
+  5
+  8
+  13
+  21
+  34
+
+  
+در این مثال ما از عدد ``9`` جلوتر نرفتیم چرا که محاسبه برای اعداد بزرگتری به مانند ``50`` واقعا زمان‌بر خواهد بود و این فرصتی است تا ما کارایی تکنیک Memoization را محک بزنیم. اکنون تابع بازگشتی فیبوناچی خود را با استفاده از تکنیک Memoization و یک Decorator بهینه‌سازی می‌کنیم::
+
+  >>> def memoize_fibonacci(func):
+  ...     memory = {} 
+  ...     def func_wrapper(number): 
+  ...         if number not in memory: 
+  ...             memory[number] = func(number)
+  ...         return memory[number]
+  ...     return func_wrapper
+  ... 
+  >>> @memoize_fibonacci
+  ... def fibonacci(n):
+  ...     if n <= 1:
+  ...         return n
+  ...     else:
+  ...         return fibonacci(n-1) + fibonacci(n-2)
+  ... 
+  >>> 
+
+حالا مقدار ``50`` که هیچ، مقدار فیبوناچی برای عدد ``500`` را محاسبه کنید (``(500)fibonacci``). تفاوت در زمان اجرا را خودتان متوجه خواهید شد!
+
+
+به کمک Decorator در این مثال (``memoize_fibonacci``) نتایج حاصل از فراخوانی هر نمونه تابع در جایی ذخیره می‌شود (شی دیکشنری ``memory``) و پیش از فراخوانی مجدد یک نمونه جدید از تابع بررسی می‌شود که آیا قبلا این مقدار محاسبه شده است یا خیر. در صورت وجود جواب از تکرار فراخوانی تابع صرف نظر و مقدار از پیش موجود به عنوان نتیجه برگردانده می‌شود. بنابراین بدیهی است که با جلوگیری از ایجاد نمونه توابع جدید و محاسبات تکراری، سرعت اجرا افزایش یابد.
+
+
+Function Attributes
+---------------------
+
+از دروس پیش مشاهده کردیم که اشیا در پایتون بر حسب نوع خود شامل یک سری صفات یا ویژگی‌های (Attributes) پیش‌فرض هستند؛ برای مثال صفت ``__name__`` که دربردارنده نام تابع است [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#definition.__name__>`__]. 
+
+علاوه بر این؛‌ توابع در پایتون می‌توانند صفات دلخواه کاربر را نیز دریافت کنند که به این صورت می‌توان یک سری اطلاعات اضافی را به توابع پیوست کرد [`PEP 232 <https://www.python.org/dev/peps/pep-0232/>`__]. به نمونه کد پایین توجه نمایید::
+
+  >>> def foo():
+  ...     pass
+  ... 
+  >>> foo.is_done = True
+  >>> 
+  >>> if foo.is_done:
+  ...     print('DONE!')
+  ... 
+  DONE!
+  >>> 
+
+همانطور که قابل مشاهده است با استفاده از سینتکس زیر می‌توان یک Attribute به تابع اضافه کرد::
+
+  function_name.attribute_name = attribute_value
+
+همچنین برای این منظور می‌توان از تابع آماده ``setattr`` استفاده کرد [`اسناد پایتون <https://docs.python.org/3/library/functions.html#setattr>`__]. این تابع سه آرگومان دریافت می‌کند؛ شی‌ای که می‌خواهید یک Attribute به آن اضافه کنید (در اینجا تابع)، نام (از نوع رشته - string) و مقدار Attribute مورد نظر::
+
+          setattr(object, name, value)
+
+::
+
+  >>> setattr(foo, 'name', 'Saeid')
+  >>> setattr(foo, 'age', 32)
+  >>> 
+  >>> foo.name
+  'Saeid'
+  >>> foo.age
+  32
+
+این صفات در قالب یک شی دیکشنری ذخیره می‌شوند که با استفاده از صفت ``__dict__`` در دسترس هستند [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#object.__dict__>`__]::
+
+  >>> foo.__dict__
+  {'is_done': True, 'name': 'Saeid', 'age': 32}
+
+برای دریافت مقدار یک Attribute مشخص می‌توانید از تابع آماده ``getattr`` نیز استفاده کرد [`اسناد پایتون <https://docs.python.org/3/library/functions.html#getattr>`__]. این تابع دو پارامتر اجباری (``object`` و ``name``) و یک پارامتر اختیاری (``default``) دارد. در صورتی که شی مورد نظر (در اینجا تابع) فاقد صفت مورد نظر باشد مقدار default (در صورت ارسال) برگردانده خواهد شد::
+
+
+   getattr(object, name[, default])
+
+::
+
+  >>> getattr(foo, 'is_done')
+  True
+  >>> getattr(foo, 'is_publish', False)
+  False
+
+::
+
+  >>> getattr(foo, 'is_publish')
+  Traceback (most recent call last):
+    File "<stdin>", line 1, in <module>
+  AttributeError: 'function' object has no attribute 'is_publish'
+
+  >>> foo.is_publish
+  Traceback (most recent call last):
+    File "<stdin>", line 1, in <module>
+  AttributeError: 'function' object has no attribute 'is_publish'
+
+در صورت تلاش برای دریافت صفتی که برای تابع مورد نظر تعریف نشده باشد یک استثنای ``AttributeError`` گزارش خواهد شد. البته همانطور که بیان شد در صورت استفاده از تابع ``getattr`` و تنظیم پارامتر ``default`` این اتفاق رخ نخواهد داد. همچنین برای جلوگیری از بروز این استثنا می‌توان پیش از استفاده از صفت، وجود آن را با استفاده از تابع آماده ``(hasattr(object, name`` بررسی کرد [`اسناد پایتون <https://docs.python.org/3/library/functions.html#hasattr>`__]::
+
+  >>> if hasattr(foo, 'is_publish'):
+  ...     print(foo.is_publish)
+  ... else:
+  ...     print(f"{foo.__name__!r} has no attribute 'is_publish'")
+  ... 
+  'foo' has no attribute 'is_publish'
+  >>> 
+
+برای **حذف** یک Attribute نیز می‌توان از تابع آماده ``(delattr(object, name`` استفاده کرد [`اسناد پایتون <https://docs.python.org/3/library/functions.html#delattr>`__]::
+
+  >>> delattr(foo, 'age')
+  >>> 
+  >>> foo.age
+  Traceback (most recent call last):
+    File "<stdin>", line 1, in <module>
+  AttributeError: 'function' object has no attribute 'age'
+
+و یا از دستور ``del`` ::
+
+  >>> del foo.is_done
+  >>> 
+  >>> foo.is_done
+  Traceback (most recent call last):
+    File "<stdin>", line 1, in <module>
+  AttributeError: 'function' object has no attribute 'is_done'
+  >>> 
+
+.. note::
+    در انتهای این بخش باید خاطر نشان کرد که در صورت تعریف Attribute برای توابع خود و استفاده از decorator، همانطور که در درس پیش نیز توضیح داده شد استفاده از ``functools.wraps@`` فراموش نشود [`درس سیزدهم </lessons/l13-decorator-generator-and-lambda-with-python-functions.html#functools-wraps>`__].
+
+
+Built-in Functions
+--------------------
+
+مفسر پایتون تعدادی تابع کاربردی را بدون نیاز به import کردن ماژول خاصی در اختیار برنامه‌نویسان قرار می‌دهد. از این توابع با عنوان **Built-in Functions** (توابع آماده یا **توابع داخلی**) یاد می‌شود. فهرست کامل این توابع به همراه توضیح در `اسناد پایتون <https://docs.python.org/3/library/functions.html>`__ موجود است. در طی دروس پیشین و حتی همین درس با برخی از آن‌ها آشنا شده‌اید، در این بخش نیز به بررسی چند مورد دیگر می‌پردازیم.
+
+eval
+~~~~~~
+
+این تابع یک (و تنها یک) عبارت پایتونی را در قالب شی رشته دریافت، اجرا و نتیجه را برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/functions.html#eval>`__].
+
+::
+
+  >>> eval('3*4 + 7.2')
+  19.2
+
+::
+
+  >>> import math
+  >>> x = 2
+  >>> eval('math.sin(3.5+x) + 7.2')
+  6.494459674429608
+
+بر اساس تعریف موجود در اسناد پایتون ``eval``، این تابع شامل دو پارامتر  ``globals`` و ``locals`` نیز می‌شود که ارسال آرگومان به آن‌ها اختیاری است. هر دو از نوع دیکشنری (dict) هستند که Scope یا حوزه‌های global و  local کدی که باید اجرا شود (پارامتر یکم تابع) را  ارايه می‌دهند::
+
+
+    eval(object[, globals[, locals]])
+
+::
+
+  >>> globals_env = {'x': 7, 'y': 10, 'birds': ['Parrot', 'Swallow', 'Albatross']}
+  >>> locals_env = {}
+  >>> a = eval("3 * x + 4 * y", globals_env, locals_env)
+  >>> a
+  61
+
+
+
+
+exec
+~~~~~~
+
+این تابع همانند ``eval`` است ولی با این تفاوت که می‌تواند چندین عبارت یا دستور پایتونی را در قالب یک شی رشته دریافت و اجرا کند. خروجی ``exec`` همیشه برابر با ``None`` است [`اسناد پایتون <https://docs.python.org/3/library/functions.html#exec>`__].
+
+::
+
+  >>> exec('import math; x=2; print(math.sin(3.5+x) + 7.2)')
+  6.494459674429608
+
+::
+
+  >>> exec("for i in range(5): print(i)")
+  0
+  1
+  2
+  3
+  4
+
+
+این تابع همانند ``eval`` شامل دو پارامتر  ``globals`` و ``locals`` نیز می‌شود::
+
+  exec(object[, globals[, locals]])
+
+::
+
+  >>> exec("for b in birds: print(b)", globals_env, locals_env)
+  Parrot
+  Swallow
+  Albatross
+
+
+
+compile
+~~~~~~~~~
+
+هر بار که یک شی رشته حاوی کد پایتون به توابع ``eval`` و ``exec`` ارسال می‌شود، مفسر پایتون ابتدا این کد را به بایت‌کد کامپایل و سپس اجرا می‌کند که تکرار این کار باعث تحمیل سربار به سیستم می‌شود. می‌توان با یک بار کامپیال و استفاده مجدد از اعمال این سربار اجتناب کرد.
+
+تابع ``compile`` برای همین منظور است [`اسناد پایتون <https://docs.python.org/3/library/functions.html#compile>`__]. تعریف این تابع به صورت زیر است::
+
+  compile(source, filename, mode, flags=0, dont_inherit=False, optimize=-1)
+
+
+* **source**: کدی است که می‌خواهیم آن را کامپیال و در نهایت اجرا کنیم که می‌تواند یک شی از نوع رشته (str)، بایت (bytes) یا AST [`اسناد پایتون <https://docs.python.org/3/library/ast.html>`__] باشد.
+
+* **filename**: نام فایلی که کد باید از آن خوانده شود؛ چنانچه کد مورد نظر شما از فایل خوانده نمی‌شود، یک نام به دلخواه خود قرار دهید یا آن را با یک رشته خالی مقداردهی کنید.
+
+* **mode**: نوع کد را مشخص می‌کند. می‌تواند یکی از مقادیر ``exec``، ``eval`` یا ``single`` باشد. شرایط اجرای دو تابع ``eval`` (تنها شامل یک عبارت) و ``exec`` (یک یا چند عبارت و دستور) را برسی کردیم و از ``single`` نیز در مواقعی که کد مورد نظر تنها شامل یک دستور باشد، استفاده می‌شود.
+
+* **flags**, **dont_inheritmode**: این دو پارامتر اختیاری هستند و در این مرحله می‌توانید از آنها گذر کنید. از این دو برای تعیین اینکه کدام یک از دستورات Future در کامپایل کد مورد نظر تاثیر دارد [`اسناد پایتون <https://docs.python.org/3/reference/simple_stmts.html#future>`__]، مورد استفاده قرار می‌گیرند.
+
+* **optimize**: میزان سطح بهینه‌سازی کد را برای کامپایلر تنطیم می‌کند و ارسال آروگومان به آن نیز اختیاری است - مطالعه بیشتر: [`PEP 488 <https://www.python.org/dev/peps/pep-0488/>`__]. 
+
+
+به نمونه کدهای پایین توجه نمایید::
+
+  >>> # compile() with string source
+
+  >>> code_str = 'x=5\ny=10\nprint("sum =",x+y)'
+  >>> code = compile(code_str, 'sum_test.py', 'exec')
+  >>> print(type(code))
+  <class 'code'>
+  >>> exec(code)
+  sum = 15
+
+
+
+.. code-block:: text
+    :linenos:
+
+    # File Name: test_code.py
+    # Directory: /home/saeid/Desktop
+
+    x = 10
+    y = 20
+    print('Multiplication = ', x * y)
+
+::
+
+  >>> # reading code from a file
+ 
+  >>> file = open('/home/saeid/Desktop/test_code.py', 'r')
+  >>> code_str = file.read()
+  >>> file.close()
+  >>> code = compile(code_str, 'test_code.py', 'exec')
+  >>> print(type(code))
+  <class 'code'>
+  >>> exec(code)
+  Multiplication =  200
+
+
+locals, globals
+~~~~~~~~~~~~~~~~~
+
+خروجی هر دو تابع یک شی دیکشنری (dict) است. تابع ``()locals`` یک دیکشنری حاوی متغیرهای موجود در حوزه local [`اسناد پایتون <https://docs.python.org/3/library/functions.html#locals>`__] و تابع ``()globals`` نیز یک دیکشنری حاوی متغیرهای موجود در حوزه global را برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/functions.html#globals>`__]::
+
+  >>> a = 0
+  >>> def func():
+  ...     x = 'text'
+  ...     print('-' * 10)
+  ...     print('locals():')
+  ...     print(locals())
+  ...     print('-' * 10)
+  ...     print('globals():')
+  ...     print(globals())
+  ... 
+  >>> func()
+  ----------
+  locals():
+  {'x': 'text'}
+  ----------
+  globals():
+  {'__name__': '__main__', '__doc__': None, '__package__': None, '__loader__': <class '_frozen_importlib.BuiltinImporter'>, '__spec__': None, '__annotations__': {}, '__builtins__': <module 'builtins' (built-in)>, 'a': 0, 'func': <function func at 0x7f2b29f1ec80>}
+  >>> 
+
+توجه داشته باشید در سطح ماژول خروجی این دو تابع با هم یکسان می‌شود::
+
+  >>> a = 5
+  >>> b = 10
+  >>> def func():
+  ...     pass
+  ... 
+  >>> locals()
+  {'__name__': '__main__', '__doc__': None, '__package__': None, '__loader__': <class '_frozen_importlib.BuiltinImporter'>, '__spec__': None, '__annotations__': {}, '__builtins__': <module 'builtins' (built-in)>, 'a': 5, 'b': 10, 'func': <function func at 0x7f1dd0218c80>}
+  >>> globals()
+  {'__name__': '__main__', '__doc__': None, '__package__': None, '__loader__': <class '_frozen_importlib.BuiltinImporter'>, '__spec__': None, '__annotations__': {}, '__builtins__': <module 'builtins' (built-in)>, 'a': 5, 'b': 10, 'func': <function func at 0x7f1dd0218c80>}
+  >>> 
+
+
+.. caution::
+    همانطور که در درس‌های سوم و چهارم نیز بیان شده است، تمام محیط تعاملی پایتون از دید مفسر پایتون همانند یک ماژول (یا اسکریپت) است.
+
+
+Documentation Strings
+------------------------
+
+از درس ششم با `docstring </lessons/l06.html#docstring>`__ آشنا شده‌ایم؛ در این بخش با رویکرد تابع به این مبحث می‌پردازیم [`PEP 257 <https://www.python.org/dev/peps/pep-0257/>`__].
+
+.. tip::
+   استفاده از **docstring** در ابتدای ماژول‌ها، کلاس‌ها و توابع یک شیوه مناسب در زبان پایتون برای ارايه چگونگی ارتباط و رفتار با این عناصر است.
+
+به نمونه کد پایین توجه نمایید::
+
+  >>> def factorial(n):
+  ...     """Computes n factorial. For example:
+  ... 
+  ...     >>> factorial(5)
+  ...     120
+  ...     >>>
+  ...     """
+  ...
+  ...     if n <= 1: return 1
+  ...     else: return n*factorial(n-1)
+  ... 
+  >>>
+
+::
+
+  >>> factorial.__doc__
+  'Computes n factorial. For example:\n\n    >>> factorial(5)\n    120\n    >>>\n    '
+
+::
+
+  >>> print(factorial.__doc__)
+  Computes n factorial. For example:
+
+      >>> factorial(5)
+      120
+      >>>
+  >>>
+
+::
+
+  >>> help(factorial)
+
+  Help on function factorial in module __main__:
+
+  factorial(n)
+      Computes n factorial. For example:
+    
+      >>> factorial(5)
+      120
+      >>>
+  (END)
+
+مقدار docstring در attribute یا صفت ``__doc__`` تابع قرار می‌گیرد. همچنین این مقدار از طریق تابع ``help`` در محیط تعاملی (interactive) پایتون نیز قابل دسترس است.
+
+برنامه‌های موسوم به IDE از جمله PyCharm نیز docstring‌ها را مورد پردازش قرار می‌دهند و با استفاده از اطلاعات موجود در آن‌ها به برنامه‌نویس امکانات کمکی بیشتری ارايه می‌دهند. برای مثال می‌توان نوع ورودی‌های یک تابع یا مقدار خروجی آن را با استفاده از docstring تشریح کرد. برای اطلاعات بیشتر و مشاهده نمونه کد می‌توانید به مستندات PyCharm مراجعه نمایید: `PyCharm - Document source code <https://www.jetbrains.com/help/pycharm/documenting-source-code.html>`__
+
+
+
+|
+
+----
+
+:emoji-size:`😊` امیدوارم مفید بوده باشه
+
+
+
+
diff --git a/source/lessons/l15-regular-expression-in-python.rst b/source/lessons/l15-regular-expression-in-python.rst
index 9cd94db..e1ab75e 100644
--- a/source/lessons/l15-regular-expression-in-python.rst
+++ b/source/lessons/l15-regular-expression-in-python.rst
@@ -1,934 +1,934 @@
-.. role:: emoji-size
-
-.. meta::
-   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس پانزدهم: عبارات با قاعده (Regular Expression) یا RegEx در پایتون
-
-
-.. _lesson-15:
-
-درس ۱۵: عبارات با قاعده (Regular Expression) یا RegEx در پایتون
-============================================================================
-
-.. figure:: /_static/pages/15-python-regex-1.jpg
-    :align: center
-    :alt: عبارات با قاعده (Regular Expression) یا RegEx در پایتون
-    :class: page-image
-
-    Photo by `Ehud Neuhaus <https://unsplash.com/photos/RZaR1yos2NM>`__
-
-**عبارات با قاعده** (**Regular expression**) یا به اختصار **RegEx**، رشته‌ای حاوی کاراکترهایی خاص و با معنی است که در عملیات‌هایی مانند یافتن (find)، جاگذاری (repleace) و اعتبارسنجی (validation) به شدت کاربرد پیدا کرده است. در واقع با استفاده از RegEx می‌توان یک الگو (pattern) برای جستجو در متن یا تطابق آن ایجاد کرد.  [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Regular_expression>`__]
-
-در این درس به شرح قواعد موجود در RegEx و همچنین ماژول ``re`` از کتابخانه استاندارد پایتون خواهیم پرداخت [`اسناد پایتون <https://docs.python.org/3/library/re.html>`__]. ماژول ``re`` یک مجموعه ابزار برای کار با RegEx در پایتون را فراهم آورده است که می‌توان آن را موتور تحلیل RegEx در پایتون دانست.
-
-
-
-
-
-:emoji-size:`✔` سطح: متوسط
-
-----
-
-
-.. contents:: سرفصل‌ها
-    :depth: 2
-
-----
-
-
-.. _regular-expression:
-
-عبارات باقاعده
------------------
-
-قواعد «عبارات باقاعده» شامل استفاده و چیدمان تعدادی کاراکتر خاص می‌شود که در مجموع معنی یا الگویی را به وجود می‌آورند!. در ادامه به بررسی این کاراکترها می‌پردازیم.
-
-
-
-.. _matching-characters:
-
-کاراکترهای تطابق (Matching Characters)
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-در عمل تطبیق (Match) با RegEx، اکثر حروف و کاراکتر‌ها معرف خود همان کاراکتر است. برای مثال کاراکتر ``a`` معرف ``a`` است و  کلمه ``test`` نیز با همان کلمه ``test`` تطابق یا همخوانی پیدا می‌کند. 
-
-
-با این حال برخی از کاراکترها هستند که به جای همخوانی با خود، مفهوم دیگری را می‌رسانند که از آن‌ها با عنوان ``metacharacters`` (متاکاراکترها) یاد می‌شود [`اسناد پایتون <https://docs.python.org/3/howto/regex.html#matching-characters>`__] و عبارتند از::
-
-  . ^ $ * + ? [] {} | () \
-
-
-* Dot ``.``
-
-  به معنی «هر کاراکتری» می‌باشد. یعنی وجود ``.`` در یک الگو (Pattern) باعث انجام عمل تطابق یا همخوانی با هر کاراکتری خواهد شد (به جز کاراکتر newline یا ``n\``).
-
-  .. tip::
-      به صورت پیش‌فرض ``.`` در الگوی RegEx کاراکتر newline را شامل نمی‌شود ولی در زبان برنامه‌نویسی پایتون می‌توان با نشانه‌گذاری ``re.DOTALL`` کاری کرد که کاراکتر newline را نیز شامل شود. *نمونه کد مربوط به این بحث در بخش بعدی بررسی خواهد شد.*
-
-  به عنوان نمونه الگوی ``...`` هر سه کاراکتر متوالی را در بر می‌گیرد::
-
-    ...
-
-
-  ::
-
-    'ab'          => no matche
-    'abc1234'     => 2 matches ('abc', '123')
-    '01267'       => 1 matche  ('012')
-    'python'      => 2 matches ('pyt', 'hon')
-    '2 0 85  ad'  => 3 matches ('2 0', ' 85', '  a')
-
-  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/7>`__]
-
-
-
-* Caret ``^``
-
-  در یک کاربرد در سمت چپ یک الگو قرار می‌گیرد و تعین کننده الزام شروع با آن الگو (Pattern) می‌باشد (*کاربرد دیگر آن در ادامه ذکر خواهد شد*).
-
-
-  ::
-
-    ^a
-
-
-  ::
-
-    'a'        => 1 matche ('a')
-    'abc'      => 1 matche ('a')
-    'bac'      => no matche ('a' is not in the start)
-
-  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/8>`__]
-
-
-  ::
-
-    ^ab
-
-  ::
-
-    'abc'           => 1 matche ('ab')
-    'acb'           => no matche (starts with 'a' but not followed by 'b')
-    'ab123 ab456'   => 1 matche ('ab' from ab123)
-
-
-  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/10>`__]
-
-
-* Dollar ``$``
-
-  تعین کننده نقطه پایان تطابق الگو می‌باشد.
-
-
-  ::
-
-     a$
-           a        => Matched
-           formula  => Matched
-           cab      => NO Match ('a' is not in the end)
-
-
-  [`regex101@ تست آنلاین <https://regex101.com/r/wmx2cd/1>`__]
-
-  ::
-
-     ^s...d$
-   
-  به عنوان مثالی دیگر، الگوی بالا معرف هر کلمه پنج کاراکتری است که با کاراکتر ``s`` شروع و با کاراکتر ``d`` پایان می‌پذیرد.
-
-
-* Star ``*``
-
-  معرف **هیچ** یا **هر تعداد** تکرار الگوی سمت چپ خود می‌باشد.
-
-
-  ::
-
-     ma*n
-           mn       => Matched
-           man      => Matched
-           maaan    => Matched
-           main     => NO Match ('a' is not followed by 'n')
-           woman    => Matched
-
-  [`regex101@ تست آنلاین <https://regex101.com/r/HsZQ5b/1>`__]
-
-* Plus ``+``
-
-  معرف **یک** یا **هر تعداد** تکرار الگوی سمت چپ خود می‌باشد.
-
-
-  ::
-
-     ma+n
-           mn       => NO Match (no 'a' character)
-           man      => Matched
-           maaan    => Matched
-           main     => NO Match ('a' is not followed by 'n')
-           woman    => Matched
-
-  [`regex101@ تست آنلاین <https://regex101.com/r/1Y0lLa/1>`__]
-
-
-* Question Mark ``?``
-
-  معرف **هیج** یا **یک** تکرار الگوی سمت چپ خود می‌باشد.
-
-
-  ::
-
-     ma?n
-           mn       => Matched
-           man      => Matched
-           maaan    => NO Match (more than one 'a' character)
-           main     => NO Match ('a' is not followed by 'n')
-           woman    => Matched
-
-  [`regex101@ تست آنلاین <https://regex101.com/r/4opPeJ/1>`__]
-
-
-* Square brackets ``[ ]``
-
-  از دو کاراکتر ``[`` و  ``]`` برای بیان یک دسته یا بازه از کاراکترها استفاده می‌شود که برای این منظور می‌توان تک تک کاراکترها را به صورت صریح نوشت یا با استفاده از کاراکتر ``-`` به سادگی یک بازه را تعیین نمود.
-
-
-  ::
-
-     [abc]
-
-  برای نمونه، الگوی بالا با هر رشته‌ای که حاوی کاراکتر‌های   ``b`` ،``a`` یا ``c`` باشد تطابق خواهد داشت [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/2>`__].
-
-
-  ::
-
-     [abc]
-           a          => 1 Matched
-           ac         => 2 Matched
-           python     => NO Match
-           abc de ca  => 5 Matched
-
-
-  همانطور که بیان شد، با استفاده از کاراکتر ``-`` هر دو بخش روبرو در نمونه کد پایین با یکدیگر معادل و برابر هستند::
-
-     [0-9]       ==    [0123456789]
-     [1-4]       ==    [1234]
-     [a-e]       ==    [abcde]
-     [1-5a-e]    ==    [12345abcde]
-     [0-39]      ==    [01239]
-     [a-eA-E]    ==    [abcdeABCDE]
-
-
-  .. note::
-      باید توجه داشت RegEx ذاتا CASE SENSITIVE است و کوچک یا بزرگ بودن حروف انگلیسی در آن **تاثیر دارد**. با این حال زبان‌های برنامه‌نویسی از جمله پایتون امکاناتی را برای غیرفعال ساختن این وضعیت فراهم می‌آورند که در ادامه بررسی خواهد شد.
-
-
-  **کاربرد دوم کاراکتر  ^ (Caret)**
-
-  اکنون زمان آن رسیده است تا با کاربرد دوم کاراکتر Caret ``^`` آشنا شویم: با قرار دادن این کاراکتر به عنوان عضو ابتدای یک ``[ ]`` می‌توان عملکرد یا مفهوم آن را برعکس‌ یا در واقع NOT کرد! برای نمونه الگوی ``[abc^]`` به معنی تطابق با هر کاراکتری است به جز ``b`` ،``a`` و ``c``. [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/3>`__]
-
-
-
-* Braces ``{ }``
-
-  با ساختاری مشابه ``{n,m}`` به کار می‌رود که در آن ``n`` و ``m`` به ترتیب بیان کننده حداقل و حداکثر تعداد تکرار الگوی سمت چپ خود می‌باشند.
-
-
-  ::
-
-     a{2,3}
-           abc dat      => NO Match
-           abc daat     => 1 Matched (at d'aa't)
-           aabc daaat   => 2 Matched (at 'aa'bc and d'aaa't)
-           aabc daaaat  => 2 Matched (at 'aa'bc and d'aaa'at)
-
-
-  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/4>`__]
-
-  ::
-
-     [0-9]{2,4}
-           1          => NO Match
-           ab123cde   => 1 Matched (at ab'123'cde)
-           12         => 1 Matched
-           123456789  => 2 Matched (at '1234' and '5678')
-           1 2 3 4    => NO Match
-
-
-  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/5>`__]
-
-
-  چنانچه از ``{ }`` با ساختاری مشابه ``{n}`` به کار برود، مفهوم تعداد تکرار دقیق (لازم) الگوی سمت چپ خود را می‌رساند.
-
-
-  ::
-
-     [0-9]{3}
-           1          => NO Match
-           ab123cde   => 1 Matched (at ab'123'cde)
-           12         => NO Match
-           123456789  => 3 Matched (at '123' and '456' and '789')
-           1 2 3 4    => NO Match
-
-  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/13>`__]
-
-
-
-* Pipe ``|``
-
-  این کاراکتر مفهومی معادلی عملگر ``OR`` (یا) دارد که معرف تطابق با الگوی سمت راست **یا** سمت چپ خود می‌باشد.
-
-
-  ::
-
-     a|b
-           cde      => NO Match
-           ade      => 1 Matched (at 'a'de)
-           acdbea   => 3 Matched (at 'a'cd'b'e'a')
-
-  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/6>`__]
-
-
-
-* Parentheses ``()``
-
-  برای گروه‌بندی الگوها از پرانتز استفاده می‌شود یعنی می‌توان الگویی را با استفاده از یک یا چند زیرالگو (sub-patterns) ایجاد کرد.
-
-
-  ::
-
-     (a|b|c)xz
-
-           ab xz      => NO Match
-           abxz       => 1 Matched (at a'bxz')
-           axz cabxz  => 2 Matched (at 'axz'bc ca'bxz')
-
-
-  این الگو تمامی حروفی که شامل یکی از کاراکترهای ``a`` یا ``b`` یا ``c`` بوده و در ادامه ``xz`` باشد را تطبیق می‌دهد.
-
-  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/11>`__]
-
-
-
-
-* Backslash ``\``
-
-  از این کاراکتر برای بی‌اثر کردن مفهوم هر یک از metacharacters در الگو استفاده می‌شود. برای نمونه قرار گرفتن  ``*\`` در یک الگو، تنها خود کاراکتر ``*`` را تطبیق می‌دهد و به عبارتی دیگر کاراکتر ``*`` در این جا مفهوم الگویی خود (تکرار الگو سمت چپ) را از دست داده است.
-
-
-  ::
-
-     [0-9]\.[0-9]{2}
-
-           3        => NO Match
-           3.55     => 1 Matched (at '3.55')
-           5.2      => NO Match
-           7.37520  => 1 Matched (at '7.37')
-           506.035  => 1 Matched (at '6.03')
-
-  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/12>`__]
-
-
-
-.. _special-sequences:
-
-
-توالی‌های ویژه (Special Sequences)
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-در بحث عبارات باقاعده هنگامی که کاراکتر ``\`` به همراه یک کاراکتر مشخص (به شرح زیر) آورده شود، Special sequence خوانده می‌شود. Special sequences برای سهولت در نوشتن الگوها کاربرد دارند که برخی از پر کاربردترین آن‌ها عبارتند از::
-
-  \A \b \B \d \D \s \S \w \W \Z
-
-
-
-
-* ``A\``
-
-  برای تعین شروع یک متن به کار می‌رود. برای نمونه، الگوی ``AThe\`` تمام رشته‌هایی که با ``The`` شروع شوند را تطبیق می‌دهد (یادآوری: در بحث RegEx، کوچک یا بزرگ بودن حروف دارای اهمیت است).
-
-  ::
-
-     \AThe
-
-           The Rain        => Match
-           In The Rain     => NO Match
-
-  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/14>`__]
-
-
-  .. note::
-      تفاوت ``A\`` و کاربرد یکم ``^``: در متن‌های چند سطری مشاهده می‌شود به گونه‌ای که  ``A\`` به ابتدای کل آن متن و ``^`` به ابتدای هر سطر از متن اشاره می‌کنند.
-
-
-
-
-* ``b\``
-
-  بر حسب موقعیت قرار گرفتن، شروع یا پایان یک **کلمه** را مشخص می‌کند. 
-
-  ::
-
-     \bunder
-
-           understand        => Match
-           underworld        => Match
-           Underworld        => NO Match
-           TheUnderworld     => NO Match
-
-  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/16>`__]
-
-
-
-  ::
-
-     ing\b
-
-           Driving        => Match
-           Spring         => Match
-           spring_day     => NO Match
-
-  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/17>`__]
-
-
-  .. tip::
-     این کاراکتر (``b\``) در مبحث RegEx به عنوان انطباق‌گر یک word(``\w``) boundary نیز خوانده می‌شود. word boundary (مرز واژه) به سه موقعیت گفته میشود:
-
-    * قبل از نخستین کاراکتر، زمانی که کاراکتر نخست یکی از کاراکترهای شامل ``w\`` باشد
-    * بعد از کاراکتر پایانی، زمانی که کاراکتر پایانی یکی  از کاراکترهای شامل ``w\`` باشد
-    * بین دو کاراکتر، زمانی که یکی از این دو کارامتر شامل ``w\`` باشد ولی دیگری خیر
-
-    [`regex101@ تست آنلاین <https://regex101.com/r/48XLbY/1>`__] در این نمونه کد، نقاط word boundary مشخص شده است
-
-    در ادمه کارکتر ``w\`` شرح داده خواهد شد.
-
-
-* ``B\``
-
-  برعکس ``b\``، بر حسب موقعیت قرار گرفتن، شروع یا پایان **نیافتن** یک **کلمه** را مشخص می‌کند. یعنی کلماتی را تطبیق می‌دهد که با کاراکتر یا کارکترهایی مشخصی شروع یا پایان نیافته باشند.
-
-  ::
-
-     \Bunder
-
-           understand        => NO Match
-           underworld        => NO Match
-           Underworld        => NO Match
-           Thunderbird       => Match
-
-  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/18>`__]
-
-
-  ::
-
-     ball\B
-
-           Football        => NO Match
-           Footballist     => Match
-
-  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/19>`__]
-
-  .. tip::
-     این کاراکتر (``B\``) در تضاد با ``b\`` به عنوان انطباق‌گر نقاطی که word(``\w``) boundary **نیستند**، نیز خوانده می‌شود. [`regex101@ تست آنلاین <https://regex101.com/r/M3f3VN/1>`__]
-
-
-* ``d\``
-
-  معادل ``[9-0]``
-
-  ::
-
-     \d{3,5}
-
-           1                     => NO Match
-           123                   => 1 Matched (at '123')
-           123456                => 1 Matched (at '12345')
-           1237 Main Street,     => 1 Matched (at '1237')
-
-  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/20>`__]
-
-
-
-* ``D\``
-
-  برعکس ``d\`` - معادل ``[9-0^]``، یعنی تمامی کاراکترهای غیر عددی را تطبیق می‌دهد.
-
-  ::
-
-     \D{3,5}
-
-           1                     => NO Match
-           123                   => NO Match
-           123456                => NO Match
-           1237 Main Street,     => 3 Matched (at ' Main', ' Stre', 'et,')
-
-  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/21>`__]
-
-
-* ``s\``
-
-  معادل ``[t\n\r\f\v\ ]``، به معنی عمل تطبیق با کاراکتر فضای خالی است.
-
-  ::
-
-     \s
-
-           1237 Main Street,     => 2 Matched (2 spaces)
-
-  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/23>`__]
-
-
-
-
-  البته باید توجه داشته که منظور از کاراکترهای ``t \n \r \f \v\`` همان Escape character هستند [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Escape_character>`__].
-
-  ::
-
-      \n ---> new line
-      \r ---> carriage return
-      \t ---> tab
-      \v ---> vertical tab
-      \f ---> form feed
-
-
-
-
-
-
-* ``S\``
-
-  برعکس ``s\`` - معادل ``[t\n\r\f\v\ ^]``، به معنی عمل تطبیق با هر کاراکتری غیر از فضای خالی است.
-
-  ::
-
-     \S{2,5}
-
-           1237 Main Street,     => 4 Matched (at '1237', 'Main', 'Stree', 't,')
-
-  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/24>`__]
-
-
-* ``w\``
-
-  معادل ``[_a-zA-Z0-9]``، به معنی عمل تطبیق با کاراکترهای الفبایی و عددی (زبان انگلیسی) به همراه کاراکتر ``_`` یا underscore.
-
-  ::
-
-     \w{2,5}
-
-           1237 Main Street,     => 3 Matched (at '1237', 'Main', 'Stree')
-
-  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/25>`__]
-
-
-* ``W\``
-
-  برعکس ``w\`` - معادل ``[_a-zA-Z0-9^]``، به معنی عمل تطبیق با کاراکتری به غیر از کاراکترهای الفبایی و عددی (زبان انگلیسی) به همراه کاراکتر ``_`` یا underscore.
-
-  ::
-
-     \W
-
-           1237 Main Street,     => 3 Matched (2 spaces and ',')
-
-  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/26>`__]
-
-
-
-
-* ``Z\``
-
-  برای تعین پایان یک متن به کار می‌رود. برای نمونه، الگوی ``Rain\Z`` تمام رشته‌هایی که با ``Rain`` پایان یابند را تطبیق می‌دهد (یادآوری: در بحث RegEx، کوچک یا بزرگ بودن حروف دارای اهمیت است).
-
-  ::
-
-     Rain\Z
-
-           The Rain     => Match
-
-  [`regex101@ تست آنلاین <https://regex101.com/r/GKdjqw/1>`__]  [`regex101@ تست آنلاین <https://regex101.com/r/a9KkLb/1>`__]
-
-
-  .. note::
-      تفاوت ``Z\`` و ``$``: در متن‌های چند سطری مشاهده می‌شود به گونه‌ای که  ``Z\`` به انتهای کل آن متن و ``$`` به انتهای هر سطر از متن اشاره می‌کنند.
-
-
-.. _zero-length-match:
-
-انطباق با طول صفر (Zero-length Match)
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-یک عبارت Zero-length به عبارتی از مبحث RegEx گفته می‌شود که هیچ کاراکتری را انطباق نمی‌دهد بلکه تنها موقعیت‌هایی را در متن رشته مورد نظر تطبیق می‌دهد. برای نمونه متن رشته ``1,2`` را درنظر بگیرید، الگو ``b\`` تنها موقعیت‌های قبل از ``1``، بین  ``1`` و ``,``، بین  ``,`` و ``2`` و بعد از ``2`` را تطبیق می‌دهد؛ در نتیجه الگو ``b\`` برای این متن یک Zero-length Match است. [به نتایج دقت کنید: `regex101@ تست آنلاین <https://regex101.com/r/BCuLmh/1>`__] . Zero-length Match در RegEx بسیار گمراه کننده هستند و می‌بایست با دقت از آن‌ها استفاده کرد. در زیر چند نمونه الگو از Zero-length Match‌ها ارايه شده است::
-
-    \b
-    \B
-    \A
-    \B
-    ^
-    $
-    .*
-    \d*
-
-سعی کنید برای الگوهای بالا در regex101.com، متن‌هایی را مثال بزنید، تست کنید و نتایج را با دقت مشاهده نمایید، به عنوان مثالی دیگر الگو زیر را در نظر بگیرید - این مورد را با هم بررسی می‌کنیم::
-
-    p*
-
-حاصل انطباق این الگو برای متنی مانند ``1,2`` هیچ فرق با الگو ``b\`` (که پیش‌تر صحبت شد) ندارد - تا اینجا فهمیدیم که از دید RegEx متن تنها همان کاراکترهای قابل دید نیست بلکه نقاطی مثل قبل از کاراکتر نخست، بعد از کاراکتر پایانی و حتی گاهی بین دو کاراکتر را نیز در نظر می‌گیرد و همچنین می‌دانیم که این الگو به دنبال هیچ یا هربار تکرار کاراکتر ``p`` در متن است. در نتیجه نقاطی که شامل هیچ کاراکتری نباشد یا شامل کاراکتر ``p`` باشد تطبیق پیدا می‌کند و از آنجایی که متن مورد نظر شامل ``p`` نمی‌باشد، تنها موقعیت‌های Zero-length باقی می‌ماند! - این الگو برای متن یاد شده کاملا یک Zero-length Match است.
-
-[`regex101@ تست آنلاین <https://regex101.com/r/OQrGDE/1>`__]  (p در این الگو تنها یک کاراکتر متنی است - کاراکترهای دیگر را نیز خودتان تست کنید)
-
-
-     
-
-.. _python-re:
-
-ماژول re پایتون
------------------
-
-آنچه از عبارات باقاعده تاکنون آشنا شدیم تنها شامل تعدادی تعاریف و قواعد بودند که برای استفاده و به کار بردن آنها در زبان‌های برنامه‌نویسی نیاز به ابزارهایی می‌باشد. همچنین باید توجه داشت انجام تمامی امور مربوط به پردازش متن را نباید از عبارات باقاعده انتظار داشت چرا که این قواعد هم محدودیت‌های خاص خود را دارد و در مواردی ممکن است الگوی ایجاد شده چنان پیچیده گردد که از خوانایی برنامه کاسته شود.
-
-در زبان برنامه‌نویسی پایتون از طریق ماژول ``re`` از کتابخانه استاندارد آن، ثابت‌ها (constants) و توابع (functions) کاربردی بسیاری در زمینه عبارت باقاعده فراهم آورده شده است. در ادامه نگاهی کوتاه به این ماژول خواهیم داشت و شرح کامل توابع کاربردی آن به درس بعدی سپرده خواهد شد.
-
-
-.. _python-re-compile:
-
-تابع ``compile`` و شی Regular Expression پایتون
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-``re.compile(pattern, flags=0)``
-
-تابع ``compile`` یک الگوی RegEx را کامپایل و یک شی RegEx پایتونی [`اسناد پایتون <https://docs.python.org/3/library/re.html#regular-expression-objects>`__] برمی‌گرداند. [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.compile>`__]
-
-این تابع دو پارامتر دارد: ``pattern`` که معرف الگو RegEx مورد نظر می‌باشد و ``flags`` که با توجه به داشتن مقدار پیش‌فرض ``0``، ارسال آن اختیاری است.
-
-پیش از ادامه با این تابع، بهتر است با مقادیر مجاز برای پارامتر ``flags`` آشنا شویم، چرا که این پارامتر اختیاری در توابع دیگری از ماژول ``re`` نیز مورد استفاده قرار گرفته است. در واقع با استفاده از این پارامتر می‌توان چگونگی پردازش الگو را دستخوش تغییراتی ساخت که گاهی ممکن است بسیار کارگشا باشند.  [`اسناد پایتون <https://docs.python.org/3/howto/regex.html#compilation-flags>`__]:
-
-
-      * ``re.I`` یا ``re.IGNORECASE``
-
-       نادیده گرفتن حروف کوچک یا بزرگ - یعنی صرف نظر از اینکه در الگوی مورد نظر از کاراکتر بزرگ استفاده شده باشد یا کوچک، عمل انطباق با آن کاراکتر صورت پذیرد. [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.IGNORECASE>`__]
- 
-
-
-      * ``re.M`` یا ``re.MULTILINE``
-
-       سطرها در نظر گرفته شوند - در حالت عادی کاراکترهای تطابق ``^`` و ``$`` در الگو RegEx مشخص کننده ابتدا و انتهای یک رشته یا متن می‌باشند. فارغ از اینکه متن مورد نظر می‌تواند شامل چندین سطر باشد عمل تطابق با کل متن به انجام می‌رسد. اما با استفاده از این flag می‌توان مفهوم سطر را نیز پر رنگ کرد، به این صورت که: کاراکتر ``^`` مشخص کننده ابتدای هر سطر و کاراکتر ``$`` نیز مشخص کننده انتهای هر سطر خواهد بود. [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.MULTILINE>`__]
-
-
-
-      * ``re.S`` یا ``re.DOTALL``
-
-       کاراکتر ``.`` شامل تمامی کاراکترها باشد - در حالت عادی این کاراکتر عمل تطابق با کاراکتر سطر جدید ``n\`` را شامل نمی‌شود که با استفاده از این flag این ویژگی به الگو اضافه می‌گردد. [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.DOTALL>`__]
- 
-
-
-
-      * ``re.X`` یا ``re.VERBOSE``
-
-       الگو حاوی توضیح (Comment) است - با استفاده از این flag می‌توان توضیح را به الگو اضافه کرد که نقش زیادی در بالا بردن خوانایی و درک الگو ایجاد می‌کند. [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.VERBOSE>`__]
- 
-
-
-      .. tip::
-             می‌توان با استفاده از کاراکتر ``|`` در زمان ارسال آرگومان به flags، همزمان چندین مقدار را تنظیم نمود. به مانند::
-
-                  re.compile(pattern, re.I | re.M)
-
-
-             پارامتر flags می‌تواند مقادیر دیگری نیز بپذیرد که برای مطالعه بیشتر می‌توانید به مستندات پایتون مراجعه نمایید.
-
-
-به تابع ``compile`` برمی‌گردیم::
-
-
-    >>> import re
-    >>> 
-    >>> pattern = re.compile("^<html>", re.I)
-    >>> 
-    >>> type(pattern)
-    <class 're.Pattern'>
-    >>> 
-    >>> print(pattern)
-    re.compile('^<html>', re.IGNORECASE)
-
-
-کاربرد تابع ``compile`` زمانی است که می‌خواهیم از یک الگو مشخص چندین بار در طول اجرای یک ماژول استفاده نماییم. در ادامه با توابع دیگری از ماژول ``re`` آشنا خواهیم شد؛ این توابع پیش از انجام وظیفه مربوط به خود، به صورت ضمنی الگو را به شی ``re.Pattern`` کامپایل می‌کنند که به این صورت می‌توان کارایی برنامه را با یک بار ``compile`` افزایش دهیم. البته باید اشاره کرد که مفسر پایتون به صورت خودکار نمونه کامپایل شده چند الگو آخر مورد استفاده را Cache می‌کند، بنابراین چنانچه در برنامه‌ خود از تعداد اندکی الگو استفاده می‌کنید، می‌توانید در این زمینه نگران کارایی نباشید.
-
-یادآوری شود که با استفاده از تابع ``dir`` می‌توانیم متدها و صفت‌های شی الگو را مشاهده نماییم::
-
-      >>> dir(pattern)  #  Python 3.x
-      ['__class__', '__copy__', '__deepcopy__', '__delattr__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__gt__', '__hash__', '__init__', '__init_subclass__', '__le__', '__lt__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__setattr__', '__sizeof__', '__str__', '__subclasshook__', 'findall', 'finditer', 'flags', 'fullmatch', 'groupindex', 'groups', 'match', 'pattern', 'scanner', 'search', 'split', 'sub', 'subn']
-      >>> 
-
-
-.. _extended-patterns:
-      
-الگوهای گسترده (Extended Patterns) پایتون
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-در اینجا به عنوان بخش پایانی این درس به بحث پیرامون چگونگی ایجاد ساختار الگو در RegEx پایتون برمی‌گردیم و به معرفی ساختار‌های کاربردی دیگری که توسط این زبان پشتیبانی می‌شود می‌پردازیم.
-
-علاوه بر قواعد مورد بحث در دو بخش ابتدایی این درس، الگو (pattern) در RegEx پایتون می‌تواند شامل ساختارهایی باشد که با یک ``؟)`` شروع و با یک  ``(`` پایان می‌یابند - مانند:‌ ``( ?)``. این نوع ساختار از زبان پرل (Perl) الگوبرداری شده است. در این نوع ساختارها نخستین کاراکتر بعد از ``؟`` چگونگی عملکرد آن ساختار در الگو را مطرح می‌کند. توجه داشته باشید که با وجود پرانتز در این ساختارها، جز در یک مورد - هیچ‌کدام از آن‌ها معنی گروهبندی را نمی‌دهند و پرانتز در اینجا صرفا مشخص کننده یک فرمان خاص یا محدوده اثر ساختار می‌باشد. این ساختارها عبارتند از:
-
-* ``(aiLmsux?)``
-
-  این ساختار کمک می‌کند که بتوانیم یک یا چند مقدار از پارامتر flags را که پیش‌تر با آن آشنا شدیم (مانند ``re.M`` که در اینجا معادل ``(m?)`` است) را از طریق متن الگو اثر دهیم و نه با ارسال پارامتر - باید توجه داشته باشید که برخلاف زبان پرل نمی‌توان این ساختار را در پایتون به صورت حوزه‌ای و محدود استفاده کرد بلکه همانند ارسال پارامتر، این فرامین به صورت کلی در الگو اثرگذاری خواهند داشت::
-
-     (?i)PYTHON PROGRAMING
-
-           The Python Programing Language    => 1 Matched ('Python Programing')
-
-  در نمونه کد بالا، وجود ساختار ``(i?)`` باعث نادیده گرفتن حروف کوچک یا بزرگ شده است - همانند ارسال پارامتر ``re.I`` [`regex101@ تست آنلاین <https://regex101.com/r/tuTqQ9/1>`__]
-
-  ::
-
-      'a' == re.A (ASCII-only matching)
-      'i' == re.I (ignore case)
-      'L' == re.L (locale dependent)
-      'm' == re.M (multi-line)
-      's' == re.S (dot matches all)
-      'u' == re.U (Unicode matching)
-      'x' == re.X (verbose)
-
-  به ضعف این ساختار در محدودسازی در یک حوزه از الگو اشاره شد، از **پایتون نسخه 3.6** به بعد می‌توان از ساختار منعطف‌تر زیر استفاده کرد.
-
-* ``(...:aiLmsux-imsx?)``
-
-  از **پایتون نسخه 3.6** به بعد می‌توان از این ساختار استفاده کرد. با استفاده از این ساختار می‌توان اثربخشی حضور پارامترهای flags را محدود به ناحیه خاصی از الگو کرد به این صورت که این بخش از الگو می‌بایست بعد از کاراکتر ``:`` موجود در ساختار قرار بگیرد::
-
-     ^The (?i:PYTHON PROGRAMMING) Language$
-
-  مطابق الگو بالا، مهم نیست بخش ``PYTHON PROGRAMMING`` در متن مورد نظر ما با چه ترتیبی از کوچک یا بزرگ بودن حروف حضور داشته باشد، همین که در جای مناسب خود باشد کافی است. اما دو کلمه ``The`` و ``Language`` می‌بایست عینا حضور داشته باشند:
-
-  ::
-     
-     >>> import re  # PYTHON 3.7.3
-
-     >>> pattern = re.compile("^The (?i:PYTHON PROGRAMMING) Language$")
-
-     >>> print("YES") if pattern.match("The Python Programming Language") else print("NO")
-     YES
-
-     >>> print("YES") if pattern.match("The Python Programming LANGUAGE") else print("NO")
-     NO
-
-  در درس بعدی با تابع ``match`` آشنا خواهید شد. به صورت خلاصه، این تابع مقدار دریافتی را با الگو تطابق می‌دهد و در صورت شکست مقدار ``None‍`` برمی‌گرداند.
-
-  **قابلیت دیگر این ساختار:** می‌توان با قرار دادن یک کاراکتر ‍ ``-``  قبل از پارمترهای ``i`` ``m`` ``s`` ``x``، اثر بخشی آن‌ها را در حوزه مشخصی از الگو غیرفعال ساخت::
-
-    >>> import re  # PYTHON 3.7.3
-
-    >>> pattern = re.compile("^The (?-i:PYTHON PROGRAMMING) Language$", re.I)
-
-    >>> print("YES") if pattern.match("The PYTHON PROGRAMMING Language") else print("NO")
-    YES
-
-    >>> print("YES") if pattern.match("The PYTHON PROGRAMMING LANGUAGE") else print("NO")
-    YES
-
-    >>> print("YES") if pattern.match("THE PYTHON PROGRAMMING LANGUAGE") else print("NO")
-    YES
-
-    >>> print("YES") if pattern.match("THE Python Programming LANGUAGE") else print("NO")
-    NO
-
-
-* پرانتزگذاری غیرقابل پیگیری (non-capturing): ``(...:?)``
-
-  این ساختار نمایش پرانتزگذاری یا همان گروه‌بندی معمولی در بحث RegEx است ولی با این تفاوت که نتایج انطباق داخل پرانتز قابل بازیابی (همانند یک گروه معمولی) نخواهد بود::
-
-     >>> import re
-
-     >>> string = "Python@1991"
-     >>> pattern = "(\d+)"
-     >>> match = re.search(pattern, string)
-
-     >>> match
-     <re.Match object; span=(7, 11), match='1991'>
-
-     >>> match.group(1)
-     '1991'
-
-  ::
-
-         >>> import re
-
-         >>> string = "Python@1991"
-         >>> pattern = "(?:\d+)"
-         >>> match = re.search(pattern, string)
-  
-         >>> match
-         <re.Match object; span=(7, 11), match='1991'>
-  
-         >>> match.group(1)
-         Traceback (most recent call last):
-           File "<stdin>", line 1, in <module>
-         IndexError: no such group
-
-
-* گروه بانام (Named Group): ``(...<P<name?)``
-
-  این ساختار نمایش همان گروه‌بندی عادی در بحث RegEx است با این تفاوت که می‌توان به هر گروه یک نام انتساب داد. به کمک ماژول re پایتون، همانطوری که در درس بعدی به صورت کامل خواهید دید، حاصل انطباق هر گروه موجود در الگو با متن مورد نظر از طریق یک اندیس عددی که به ترتیب از یک شروع می‌شود قابل دسترسی است، با استفاده از این ساختار می‌توان حاصل انطباق را بسیار خواناتر و تنها با استفاده از نام آن دستیابی نمود::
-
-    >>> import re
-    >>> string = "NOV 7, 1987"
-    >>> pattern = "^(\w+)\s(\d+),\s(\d+)$"
-    >>> match = re.search(pattern, string)
-    >>> match.group(1)
-    'NOV'
-    >>> match.group(2)
-    '7'
-    >>> match.group(3)
-    '1987'
-
-  ::
-
-       >>> import re
-
-       >>> string = "NOV 7, 1987"
-       >>> pattern = "^(?P<month>\w+)\s(?P<day>\d+),\s(?P<year>\d+)$"
-       >>> match = re.search(pattern, string)
-   
-       >>> match.group(1)
-       'NOV'
-       >>> match.group(2)
-       '7'
-       >>> match.group(3)
-       '1987'
- 
-       >>> match.group('month')
-       'NOV'
-       >>> match.group('day')
-       '7'
-       >>> match.group('year')
-       '1987'
-
-  تابع ``search`` به دنبال اولین انطباق pattern در string می‌گردد، در صورت موفقیت یک شی ``Match`` و در غیر این صورت ``None`` برمی‌گرداند - این تابع و خروجی آن در درس بعدی شرح داده می‌شود.
-
-
-* ``(P=name?)``
-
-  این ساختار امکان ارجاع به حاصل انطباق یک گروه بانام در آن الگو را فراهم می‌آورد. این ساختار در الگوهایی که می‌بایست دقیقا یک بخش از متن تکرار گردد، بسیار کاربردی است. به نمونه کد زیر توجه نمایید، در این مثال قرار است ایمیل مربوط به دو شخص بررسی شود که آیا بر اساس نام و نام‌خانوادگی آن‌ها ایجاد شده است یا خیر::
-
-    >>> import re
-
-    >>> strings = ["name family: name.family@mail.com", "diff_name family: name.family@mail.com"]
-    >>> pattern = "(?P<f_name>\w+)\s(?P<l_name>\w+):\s(?P=f_name)\.(?P=l_name)@mail\.com$"
-    >>> for string in strings:
-    ...     print('STRING:', string)
-    ...     match = re.search(pattern, string)
-    ...     if match:
-    ...         print('Matched:', match.group('f_name'), match.group('l_name'))
-    ...     else:
-    ...         print('No match!')
-    ... 
-    STRING: name family: name.family@mail.com
-    Matched: name family
-    STRING: diff_name family: name.family@mail.com
-    No match!
-
-
-* توضیحات (Comment) ``(...#?)``
-
-  همانند توضیح در پایتون، متن موجود در این ساختار، هنگام پردازش الگو نادیده گرفته می‌شود::
-
-    >>> import re
-
-    >>> pattern = re.compile('^\d{3}:(?#Iran Emergency Numbers)\s\w+\.', re.I)
-
-    >>> print("YES") if pattern.match("115: Ambulance.") else print("NO")
-    YES
-
-
-* Positive Lookahead Assertion ``(...=?)``
-
-  این ساختار امکان ایجاد شرط مثبت، برای **پیش** از خود را در الگو فراهم می‌آورد. به این صورت که می‌توان انطباق یک متن را منوط به برقرای شرط (انطباق) بعد از آن کرد. آن بخشی از الگو که قبل از این ساختار قرار دارد، تنها زمانی انطباق داده می‌شود که این ساختار منطبق باشد. باید توجه داشت که الگو مشخص شده درون این ساختار (``...``) به عنوان حاصل انطباق برگردانده نخواهد شد و صرفا برای برقرای شرط در الگو حضور خواهد داشت::
-
-    >>> import re
-
-    >>> pattern = re.compile("(\d{3}\.0)(?=00)")
-
-    >>> print("YES") if pattern.match("115.099") else print("NO")
-    NO
-
-    >>> print("YES") if pattern.match("115.000") else print("NO")
-    YES
-
-    >>> match = pattern.search("115.000")
-    >>> match.group()
-    '115.0'
-
-  یکی از کاربردهای این ساختار، اعتبارسنجی گذرواژه است. به نمونه کد زیر توجه کنید::
-
-
-    >>> pattern = re.compile("(?=\A\w{6,8}\Z)")
-
-    >>> print("YES") if pattern.match("12345678") else print("NO")
-    YES
-    >>> print("YES") if pattern.match("123456") else print("NO")
-    YES
-    >>> print("YES") if pattern.match("123") else print("NO")
-    NO
-
-  در این نمونه کد، از بخش قبل از ساختار صرف نظر شده است و بنابراین حاصل انطباقی نیز در کار نخواهد بود، همچنین با استفاده از دو ‍‍ ``A\`` و ``Z\`` لزوم ابتدا و انتها الگو نیز مشخص شده است. حال به الگو بالا شرط دیگری اضافه می‌کنیم که گذرواژه حداقل شامل یک حرف الفبایی نیز باشد::
-
-
-    >>> pattern = re.compile("(?=\A\w{6,8}\Z)(?=.*[a-zA-Z]+)")
-
-    >>> print("YES") if pattern.match("d2345678") else print("NO")
-    YES
-    >>> print("YES") if pattern.match("2345ABcd") else print("NO")
-    YES
-    >>> print("YES") if pattern.match("12345678") else print("NO")
-    NO
-
-
-* Negative Lookahead Assertion ``(...!?)``
-
-  معکوس حالت قبل است. به این معنی که  انطباق یک متن منوط به عدم برقرای شرط (انطباق) **بعد** از آن است. آن بخشی از الگو که قبل از این ساختار قرار دارد، تنها زمانی انطباق داده می‌شود که این ساختار منطبق **نباشد**. 
-
-
-* Positive Lookbehind Assertion ``(...=>?)``
-
-  این ساختار امکان ایجاد شرط مثبت، برای **بعد** از خود را در الگو فراهم می‌آورد. به این صورت که می‌توان انطباق یک متن را منوط به برقرای شرط (انطباق) پیش از آن کرد. آن بخشی از الگو که بعد از این ساختار قرار دارد، تنها زمانی انطباق داده می‌شود که این ساختار منطبق باشد. باید توجه داشت که الگو مشخص شده درون این ساختار (``...``) به عنوان حاصل انطباق برگردانده نخواهد شد و صرفا برای برقرای شرط در الگو حضور خواهد داشت::
-
-    >>> import re
-    >>> match = re.search('(?<=abc)def', 'abcdef')
-    >>> match.group()
-    >>> 'def'
-
-
-* Negative Lookbehind Assertion ``(...!>?)``
-
-  معکوس حالت قبل است. به این معنی که  انطباق یک متن منوط به عدم برقرای شرط (انطباق) **قبل** از آن است. آن بخشی از الگو که بعد از این ساختار قرار دارد، تنها زمانی انطباق داده می‌شود که این ساختار منطبق **نباشد**. 
-
-
-*  Yes/No Pattern 
-
-  ::
-
-      (?(id/name)yes-pattern|no-pattern)
-
-  این ساختار نیز نوعی شرط گذاری است. به این صورت که می‌توان تعیین کرد بر اساس وضعیت انطباق گروه‌بندی‌های موجود (با ذکر نام گروه یا شماره اندیس آن) در الگو، یکی از الگوهای بله (yes-pattern) یا خیر (no-pattern) این ساختار بررسی شود::
-
-    >>> pattern = re.compile('^(###)?foo(?(1)bar|baz)')
-
-    >>> print("YES") if pattern.match("###foobar") else print("NO")
-    YES
-    >>> print("YES") if pattern.match("###foobaz") else print("NO")
-    NO
-    >>> print("YES") if pattern.match("foobaz") else print("NO")
-    YES
-
-
-.. note::
-  
-  قالب‌های Lookahead یا Lookbehind (در کل lookaround‌ها) را نیز می‌توان از نوع Zero-Lengthها در نظر گرفت تنها تفاوت آن‌ها با الگوهایی که پیش‌تر بیان شد این است که lookaround‌ها ابتدا کاراکتر(هایی) را تطبیق و سپس از آن(ها) گذر می‌کنند.
-
-
-|
-
-----
-
-:emoji-size:`😊` امیدوارم مفید بوده باشه
-
-
-
+.. role:: emoji-size
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس پانزدهم: عبارات با قاعده (Regular Expression) یا RegEx در پایتون
+
+
+.. _lesson-15:
+
+درس ۱۵: عبارات با قاعده (Regular Expression) یا RegEx در پایتون
+============================================================================
+
+.. figure:: /_static/pages/15-python-regex-1.jpg
+    :align: center
+    :alt: عبارات با قاعده (Regular Expression) یا RegEx در پایتون
+    :class: page-image
+
+    Photo by `Ehud Neuhaus <https://unsplash.com/photos/RZaR1yos2NM>`__
+
+**عبارات با قاعده** (**Regular expression**) یا به اختصار **RegEx**، رشته‌ای حاوی کاراکترهایی خاص و با معنی است که در عملیات‌هایی مانند یافتن (find)، جاگذاری (repleace) و اعتبارسنجی (validation) به شدت کاربرد پیدا کرده است. در واقع با استفاده از RegEx می‌توان یک الگو (pattern) برای جستجو در متن یا تطابق آن ایجاد کرد.  [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Regular_expression>`__]
+
+در این درس به شرح قواعد موجود در RegEx و همچنین ماژول ``re`` از کتابخانه استاندارد پایتون خواهیم پرداخت [`اسناد پایتون <https://docs.python.org/3/library/re.html>`__]. ماژول ``re`` یک مجموعه ابزار برای کار با RegEx در پایتون را فراهم آورده است که می‌توان آن را موتور تحلیل RegEx در پایتون دانست.
+
+
+
+
+
+:emoji-size:`✔` سطح: متوسط
+
+----
+
+
+.. contents:: سرفصل‌ها
+    :depth: 2
+
+----
+
+
+.. _regular-expression:
+
+عبارات باقاعده
+-----------------
+
+قواعد «عبارات باقاعده» شامل استفاده و چیدمان تعدادی کاراکتر خاص می‌شود که در مجموع معنی یا الگویی را به وجود می‌آورند!. در ادامه به بررسی این کاراکترها می‌پردازیم.
+
+
+
+.. _matching-characters:
+
+کاراکترهای تطابق (Matching Characters)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+در عمل تطبیق (Match) با RegEx، اکثر حروف و کاراکتر‌ها معرف خود همان کاراکتر است. برای مثال کاراکتر ``a`` معرف ``a`` است و  کلمه ``test`` نیز با همان کلمه ``test`` تطابق یا همخوانی پیدا می‌کند. 
+
+
+با این حال برخی از کاراکترها هستند که به جای همخوانی با خود، مفهوم دیگری را می‌رسانند که از آن‌ها با عنوان ``metacharacters`` (متاکاراکترها) یاد می‌شود [`اسناد پایتون <https://docs.python.org/3/howto/regex.html#matching-characters>`__] و عبارتند از::
+
+  . ^ $ * + ? [] {} | () \
+
+
+* Dot ``.``
+
+  به معنی «هر کاراکتری» می‌باشد. یعنی وجود ``.`` در یک الگو (Pattern) باعث انجام عمل تطابق یا همخوانی با هر کاراکتری خواهد شد (به جز کاراکتر newline یا ``n\``).
+
+  .. tip::
+      به صورت پیش‌فرض ``.`` در الگوی RegEx کاراکتر newline را شامل نمی‌شود ولی در زبان برنامه‌نویسی پایتون می‌توان با نشانه‌گذاری ``re.DOTALL`` کاری کرد که کاراکتر newline را نیز شامل شود. *نمونه کد مربوط به این بحث در بخش بعدی بررسی خواهد شد.*
+
+  به عنوان نمونه الگوی ``...`` هر سه کاراکتر متوالی را در بر می‌گیرد::
+
+    ...
+
+
+  ::
+
+    'ab'          => no matche
+    'abc1234'     => 2 matches ('abc', '123')
+    '01267'       => 1 matche  ('012')
+    'python'      => 2 matches ('pyt', 'hon')
+    '2 0 85  ad'  => 3 matches ('2 0', ' 85', '  a')
+
+  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/7>`__]
+
+
+
+* Caret ``^``
+
+  در یک کاربرد در سمت چپ یک الگو قرار می‌گیرد و تعین کننده الزام شروع با آن الگو (Pattern) می‌باشد (*کاربرد دیگر آن در ادامه ذکر خواهد شد*).
+
+
+  ::
+
+    ^a
+
+
+  ::
+
+    'a'        => 1 matche ('a')
+    'abc'      => 1 matche ('a')
+    'bac'      => no matche ('a' is not in the start)
+
+  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/8>`__]
+
+
+  ::
+
+    ^ab
+
+  ::
+
+    'abc'           => 1 matche ('ab')
+    'acb'           => no matche (starts with 'a' but not followed by 'b')
+    'ab123 ab456'   => 1 matche ('ab' from ab123)
+
+
+  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/10>`__]
+
+
+* Dollar ``$``
+
+  تعین کننده نقطه پایان تطابق الگو می‌باشد.
+
+
+  ::
+
+     a$
+           a        => Matched
+           formula  => Matched
+           cab      => NO Match ('a' is not in the end)
+
+
+  [`regex101@ تست آنلاین <https://regex101.com/r/wmx2cd/1>`__]
+
+  ::
+
+     ^s...d$
+   
+  به عنوان مثالی دیگر، الگوی بالا معرف هر کلمه پنج کاراکتری است که با کاراکتر ``s`` شروع و با کاراکتر ``d`` پایان می‌پذیرد.
+
+
+* Star ``*``
+
+  معرف **هیچ** یا **هر تعداد** تکرار الگوی سمت چپ خود می‌باشد.
+
+
+  ::
+
+     ma*n
+           mn       => Matched
+           man      => Matched
+           maaan    => Matched
+           main     => NO Match ('a' is not followed by 'n')
+           woman    => Matched
+
+  [`regex101@ تست آنلاین <https://regex101.com/r/HsZQ5b/1>`__]
+
+* Plus ``+``
+
+  معرف **یک** یا **هر تعداد** تکرار الگوی سمت چپ خود می‌باشد.
+
+
+  ::
+
+     ma+n
+           mn       => NO Match (no 'a' character)
+           man      => Matched
+           maaan    => Matched
+           main     => NO Match ('a' is not followed by 'n')
+           woman    => Matched
+
+  [`regex101@ تست آنلاین <https://regex101.com/r/1Y0lLa/1>`__]
+
+
+* Question Mark ``?``
+
+  معرف **هیج** یا **یک** تکرار الگوی سمت چپ خود می‌باشد.
+
+
+  ::
+
+     ma?n
+           mn       => Matched
+           man      => Matched
+           maaan    => NO Match (more than one 'a' character)
+           main     => NO Match ('a' is not followed by 'n')
+           woman    => Matched
+
+  [`regex101@ تست آنلاین <https://regex101.com/r/4opPeJ/1>`__]
+
+
+* Square brackets ``[ ]``
+
+  از دو کاراکتر ``[`` و  ``]`` برای بیان یک دسته یا بازه از کاراکترها استفاده می‌شود که برای این منظور می‌توان تک تک کاراکترها را به صورت صریح نوشت یا با استفاده از کاراکتر ``-`` به سادگی یک بازه را تعیین نمود.
+
+
+  ::
+
+     [abc]
+
+  برای نمونه، الگوی بالا با هر رشته‌ای که حاوی کاراکتر‌های   ``b`` ،``a`` یا ``c`` باشد تطابق خواهد داشت [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/2>`__].
+
+
+  ::
+
+     [abc]
+           a          => 1 Matched
+           ac         => 2 Matched
+           python     => NO Match
+           abc de ca  => 5 Matched
+
+
+  همانطور که بیان شد، با استفاده از کاراکتر ``-`` هر دو بخش روبرو در نمونه کد پایین با یکدیگر معادل و برابر هستند::
+
+     [0-9]       ==    [0123456789]
+     [1-4]       ==    [1234]
+     [a-e]       ==    [abcde]
+     [1-5a-e]    ==    [12345abcde]
+     [0-39]      ==    [01239]
+     [a-eA-E]    ==    [abcdeABCDE]
+
+
+  .. note::
+      باید توجه داشت RegEx ذاتا CASE SENSITIVE است و کوچک یا بزرگ بودن حروف انگلیسی در آن **تاثیر دارد**. با این حال زبان‌های برنامه‌نویسی از جمله پایتون امکاناتی را برای غیرفعال ساختن این وضعیت فراهم می‌آورند که در ادامه بررسی خواهد شد.
+
+
+  **کاربرد دوم کاراکتر  ^ (Caret)**
+
+  اکنون زمان آن رسیده است تا با کاربرد دوم کاراکتر Caret ``^`` آشنا شویم: با قرار دادن این کاراکتر به عنوان عضو ابتدای یک ``[ ]`` می‌توان عملکرد یا مفهوم آن را برعکس‌ یا در واقع NOT کرد! برای نمونه الگوی ``[abc^]`` به معنی تطابق با هر کاراکتری است به جز ``b`` ،``a`` و ``c``. [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/3>`__]
+
+
+
+* Braces ``{ }``
+
+  با ساختاری مشابه ``{n,m}`` به کار می‌رود که در آن ``n`` و ``m`` به ترتیب بیان کننده حداقل و حداکثر تعداد تکرار الگوی سمت چپ خود می‌باشند.
+
+
+  ::
+
+     a{2,3}
+           abc dat      => NO Match
+           abc daat     => 1 Matched (at d'aa't)
+           aabc daaat   => 2 Matched (at 'aa'bc and d'aaa't)
+           aabc daaaat  => 2 Matched (at 'aa'bc and d'aaa'at)
+
+
+  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/4>`__]
+
+  ::
+
+     [0-9]{2,4}
+           1          => NO Match
+           ab123cde   => 1 Matched (at ab'123'cde)
+           12         => 1 Matched
+           123456789  => 2 Matched (at '1234' and '5678')
+           1 2 3 4    => NO Match
+
+
+  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/5>`__]
+
+
+  چنانچه از ``{ }`` با ساختاری مشابه ``{n}`` به کار برود، مفهوم تعداد تکرار دقیق (لازم) الگوی سمت چپ خود را می‌رساند.
+
+
+  ::
+
+     [0-9]{3}
+           1          => NO Match
+           ab123cde   => 1 Matched (at ab'123'cde)
+           12         => NO Match
+           123456789  => 3 Matched (at '123' and '456' and '789')
+           1 2 3 4    => NO Match
+
+  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/13>`__]
+
+
+
+* Pipe ``|``
+
+  این کاراکتر مفهومی معادلی عملگر ``OR`` (یا) دارد که معرف تطابق با الگوی سمت راست **یا** سمت چپ خود می‌باشد.
+
+
+  ::
+
+     a|b
+           cde      => NO Match
+           ade      => 1 Matched (at 'a'de)
+           acdbea   => 3 Matched (at 'a'cd'b'e'a')
+
+  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/6>`__]
+
+
+
+* Parentheses ``()``
+
+  برای گروه‌بندی الگوها از پرانتز استفاده می‌شود یعنی می‌توان الگویی را با استفاده از یک یا چند زیرالگو (sub-patterns) ایجاد کرد.
+
+
+  ::
+
+     (a|b|c)xz
+
+           ab xz      => NO Match
+           abxz       => 1 Matched (at a'bxz')
+           axz cabxz  => 2 Matched (at 'axz'bc ca'bxz')
+
+
+  این الگو تمامی حروفی که شامل یکی از کاراکترهای ``a`` یا ``b`` یا ``c`` بوده و در ادامه ``xz`` باشد را تطبیق می‌دهد.
+
+  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/11>`__]
+
+
+
+
+* Backslash ``\``
+
+  از این کاراکتر برای بی‌اثر کردن مفهوم هر یک از metacharacters در الگو استفاده می‌شود. برای نمونه قرار گرفتن  ``*\`` در یک الگو، تنها خود کاراکتر ``*`` را تطبیق می‌دهد و به عبارتی دیگر کاراکتر ``*`` در این جا مفهوم الگویی خود (تکرار الگو سمت چپ) را از دست داده است.
+
+
+  ::
+
+     [0-9]\.[0-9]{2}
+
+           3        => NO Match
+           3.55     => 1 Matched (at '3.55')
+           5.2      => NO Match
+           7.37520  => 1 Matched (at '7.37')
+           506.035  => 1 Matched (at '6.03')
+
+  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/12>`__]
+
+
+
+.. _special-sequences:
+
+
+توالی‌های ویژه (Special Sequences)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+در بحث عبارات باقاعده هنگامی که کاراکتر ``\`` به همراه یک کاراکتر مشخص (به شرح زیر) آورده شود، Special sequence خوانده می‌شود. Special sequences برای سهولت در نوشتن الگوها کاربرد دارند که برخی از پر کاربردترین آن‌ها عبارتند از::
+
+  \A \b \B \d \D \s \S \w \W \Z
+
+
+
+
+* ``A\``
+
+  برای تعین شروع یک متن به کار می‌رود. برای نمونه، الگوی ``AThe\`` تمام رشته‌هایی که با ``The`` شروع شوند را تطبیق می‌دهد (یادآوری: در بحث RegEx، کوچک یا بزرگ بودن حروف دارای اهمیت است).
+
+  ::
+
+     \AThe
+
+           The Rain        => Match
+           In The Rain     => NO Match
+
+  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/14>`__]
+
+
+  .. note::
+      تفاوت ``A\`` و کاربرد یکم ``^``: در متن‌های چند سطری مشاهده می‌شود به گونه‌ای که  ``A\`` به ابتدای کل آن متن و ``^`` به ابتدای هر سطر از متن اشاره می‌کنند.
+
+
+
+
+* ``b\``
+
+  بر حسب موقعیت قرار گرفتن، شروع یا پایان یک **کلمه** را مشخص می‌کند. 
+
+  ::
+
+     \bunder
+
+           understand        => Match
+           underworld        => Match
+           Underworld        => NO Match
+           TheUnderworld     => NO Match
+
+  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/16>`__]
+
+
+
+  ::
+
+     ing\b
+
+           Driving        => Match
+           Spring         => Match
+           spring_day     => NO Match
+
+  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/17>`__]
+
+
+  .. tip::
+     این کاراکتر (``b\``) در مبحث RegEx به عنوان انطباق‌گر یک word(``\w``) boundary نیز خوانده می‌شود. word boundary (مرز واژه) به سه موقعیت گفته میشود:
+
+    * قبل از نخستین کاراکتر، زمانی که کاراکتر نخست یکی از کاراکترهای شامل ``w\`` باشد
+    * بعد از کاراکتر پایانی، زمانی که کاراکتر پایانی یکی  از کاراکترهای شامل ``w\`` باشد
+    * بین دو کاراکتر، زمانی که یکی از این دو کارامتر شامل ``w\`` باشد ولی دیگری خیر
+
+    [`regex101@ تست آنلاین <https://regex101.com/r/48XLbY/1>`__] در این نمونه کد، نقاط word boundary مشخص شده است
+
+    در ادمه کارکتر ``w\`` شرح داده خواهد شد.
+
+
+* ``B\``
+
+  برعکس ``b\``، بر حسب موقعیت قرار گرفتن، شروع یا پایان **نیافتن** یک **کلمه** را مشخص می‌کند. یعنی کلماتی را تطبیق می‌دهد که با کاراکتر یا کارکترهایی مشخصی شروع یا پایان نیافته باشند.
+
+  ::
+
+     \Bunder
+
+           understand        => NO Match
+           underworld        => NO Match
+           Underworld        => NO Match
+           Thunderbird       => Match
+
+  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/18>`__]
+
+
+  ::
+
+     ball\B
+
+           Football        => NO Match
+           Footballist     => Match
+
+  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/19>`__]
+
+  .. tip::
+     این کاراکتر (``B\``) در تضاد با ``b\`` به عنوان انطباق‌گر نقاطی که word(``\w``) boundary **نیستند**، نیز خوانده می‌شود. [`regex101@ تست آنلاین <https://regex101.com/r/M3f3VN/1>`__]
+
+
+* ``d\``
+
+  معادل ``[9-0]``
+
+  ::
+
+     \d{3,5}
+
+           1                     => NO Match
+           123                   => 1 Matched (at '123')
+           123456                => 1 Matched (at '12345')
+           1237 Main Street,     => 1 Matched (at '1237')
+
+  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/20>`__]
+
+
+
+* ``D\``
+
+  برعکس ``d\`` - معادل ``[9-0^]``، یعنی تمامی کاراکترهای غیر عددی را تطبیق می‌دهد.
+
+  ::
+
+     \D{3,5}
+
+           1                     => NO Match
+           123                   => NO Match
+           123456                => NO Match
+           1237 Main Street,     => 3 Matched (at ' Main', ' Stre', 'et,')
+
+  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/21>`__]
+
+
+* ``s\``
+
+  معادل ``[t\n\r\f\v\ ]``، به معنی عمل تطبیق با کاراکتر فضای خالی است.
+
+  ::
+
+     \s
+
+           1237 Main Street,     => 2 Matched (2 spaces)
+
+  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/23>`__]
+
+
+
+
+  البته باید توجه داشته که منظور از کاراکترهای ``t \n \r \f \v\`` همان Escape character هستند [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Escape_character>`__].
+
+  ::
+
+      \n ---> new line
+      \r ---> carriage return
+      \t ---> tab
+      \v ---> vertical tab
+      \f ---> form feed
+
+
+
+
+
+
+* ``S\``
+
+  برعکس ``s\`` - معادل ``[t\n\r\f\v\ ^]``، به معنی عمل تطبیق با هر کاراکتری غیر از فضای خالی است.
+
+  ::
+
+     \S{2,5}
+
+           1237 Main Street,     => 4 Matched (at '1237', 'Main', 'Stree', 't,')
+
+  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/24>`__]
+
+
+* ``w\``
+
+  معادل ``[_a-zA-Z0-9]``، به معنی عمل تطبیق با کاراکترهای الفبایی و عددی (زبان انگلیسی) به همراه کاراکتر ``_`` یا underscore.
+
+  ::
+
+     \w{2,5}
+
+           1237 Main Street,     => 3 Matched (at '1237', 'Main', 'Stree')
+
+  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/25>`__]
+
+
+* ``W\``
+
+  برعکس ``w\`` - معادل ``[_a-zA-Z0-9^]``، به معنی عمل تطبیق با کاراکتری به غیر از کاراکترهای الفبایی و عددی (زبان انگلیسی) به همراه کاراکتر ``_`` یا underscore.
+
+  ::
+
+     \W
+
+           1237 Main Street,     => 3 Matched (2 spaces and ',')
+
+  [`regex101@ تست آنلاین <https://regex101.com/r/IIc4Fh/26>`__]
+
+
+
+
+* ``Z\``
+
+  برای تعین پایان یک متن به کار می‌رود. برای نمونه، الگوی ``Rain\Z`` تمام رشته‌هایی که با ``Rain`` پایان یابند را تطبیق می‌دهد (یادآوری: در بحث RegEx، کوچک یا بزرگ بودن حروف دارای اهمیت است).
+
+  ::
+
+     Rain\Z
+
+           The Rain     => Match
+
+  [`regex101@ تست آنلاین <https://regex101.com/r/GKdjqw/1>`__]  [`regex101@ تست آنلاین <https://regex101.com/r/a9KkLb/1>`__]
+
+
+  .. note::
+      تفاوت ``Z\`` و ``$``: در متن‌های چند سطری مشاهده می‌شود به گونه‌ای که  ``Z\`` به انتهای کل آن متن و ``$`` به انتهای هر سطر از متن اشاره می‌کنند.
+
+
+.. _zero-length-match:
+
+انطباق با طول صفر (Zero-length Match)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+یک عبارت Zero-length به عبارتی از مبحث RegEx گفته می‌شود که هیچ کاراکتری را انطباق نمی‌دهد بلکه تنها موقعیت‌هایی را در متن رشته مورد نظر تطبیق می‌دهد. برای نمونه متن رشته ``1,2`` را درنظر بگیرید، الگو ``b\`` تنها موقعیت‌های قبل از ``1``، بین  ``1`` و ``,``، بین  ``,`` و ``2`` و بعد از ``2`` را تطبیق می‌دهد؛ در نتیجه الگو ``b\`` برای این متن یک Zero-length Match است. [به نتایج دقت کنید: `regex101@ تست آنلاین <https://regex101.com/r/BCuLmh/1>`__] . Zero-length Match در RegEx بسیار گمراه کننده هستند و می‌بایست با دقت از آن‌ها استفاده کرد. در زیر چند نمونه الگو از Zero-length Match‌ها ارايه شده است::
+
+    \b
+    \B
+    \A
+    \B
+    ^
+    $
+    .*
+    \d*
+
+سعی کنید برای الگوهای بالا در regex101.com، متن‌هایی را مثال بزنید، تست کنید و نتایج را با دقت مشاهده نمایید، به عنوان مثالی دیگر الگو زیر را در نظر بگیرید - این مورد را با هم بررسی می‌کنیم::
+
+    p*
+
+حاصل انطباق این الگو برای متنی مانند ``1,2`` هیچ فرق با الگو ``b\`` (که پیش‌تر صحبت شد) ندارد - تا اینجا فهمیدیم که از دید RegEx متن تنها همان کاراکترهای قابل دید نیست بلکه نقاطی مثل قبل از کاراکتر نخست، بعد از کاراکتر پایانی و حتی گاهی بین دو کاراکتر را نیز در نظر می‌گیرد و همچنین می‌دانیم که این الگو به دنبال هیچ یا هربار تکرار کاراکتر ``p`` در متن است. در نتیجه نقاطی که شامل هیچ کاراکتری نباشد یا شامل کاراکتر ``p`` باشد تطبیق پیدا می‌کند و از آنجایی که متن مورد نظر شامل ``p`` نمی‌باشد، تنها موقعیت‌های Zero-length باقی می‌ماند! - این الگو برای متن یاد شده کاملا یک Zero-length Match است.
+
+[`regex101@ تست آنلاین <https://regex101.com/r/OQrGDE/1>`__]  (p در این الگو تنها یک کاراکتر متنی است - کاراکترهای دیگر را نیز خودتان تست کنید)
+
+
+     
+
+.. _python-re:
+
+ماژول re پایتون
+-----------------
+
+آنچه از عبارات باقاعده تاکنون آشنا شدیم تنها شامل تعدادی تعاریف و قواعد بودند که برای استفاده و به کار بردن آنها در زبان‌های برنامه‌نویسی نیاز به ابزارهایی می‌باشد. همچنین باید توجه داشت انجام تمامی امور مربوط به پردازش متن را نباید از عبارات باقاعده انتظار داشت چرا که این قواعد هم محدودیت‌های خاص خود را دارد و در مواردی ممکن است الگوی ایجاد شده چنان پیچیده گردد که از خوانایی برنامه کاسته شود.
+
+در زبان برنامه‌نویسی پایتون از طریق ماژول ``re`` از کتابخانه استاندارد آن، ثابت‌ها (constants) و توابع (functions) کاربردی بسیاری در زمینه عبارت باقاعده فراهم آورده شده است. در ادامه نگاهی کوتاه به این ماژول خواهیم داشت و شرح کامل توابع کاربردی آن به درس بعدی سپرده خواهد شد.
+
+
+.. _python-re-compile:
+
+تابع ``compile`` و شی Regular Expression پایتون
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+``re.compile(pattern, flags=0)``
+
+تابع ``compile`` یک الگوی RegEx را کامپایل و یک شی RegEx پایتونی [`اسناد پایتون <https://docs.python.org/3/library/re.html#regular-expression-objects>`__] برمی‌گرداند. [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.compile>`__]
+
+این تابع دو پارامتر دارد: ``pattern`` که معرف الگو RegEx مورد نظر می‌باشد و ``flags`` که با توجه به داشتن مقدار پیش‌فرض ``0``، ارسال آن اختیاری است.
+
+پیش از ادامه با این تابع، بهتر است با مقادیر مجاز برای پارامتر ``flags`` آشنا شویم، چرا که این پارامتر اختیاری در توابع دیگری از ماژول ``re`` نیز مورد استفاده قرار گرفته است. در واقع با استفاده از این پارامتر می‌توان چگونگی پردازش الگو را دستخوش تغییراتی ساخت که گاهی ممکن است بسیار کارگشا باشند.  [`اسناد پایتون <https://docs.python.org/3/howto/regex.html#compilation-flags>`__]:
+
+
+      * ``re.I`` یا ``re.IGNORECASE``
+
+       نادیده گرفتن حروف کوچک یا بزرگ - یعنی صرف نظر از اینکه در الگوی مورد نظر از کاراکتر بزرگ استفاده شده باشد یا کوچک، عمل انطباق با آن کاراکتر صورت پذیرد. [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.IGNORECASE>`__]
+ 
+
+
+      * ``re.M`` یا ``re.MULTILINE``
+
+       سطرها در نظر گرفته شوند - در حالت عادی کاراکترهای تطابق ``^`` و ``$`` در الگو RegEx مشخص کننده ابتدا و انتهای یک رشته یا متن می‌باشند. فارغ از اینکه متن مورد نظر می‌تواند شامل چندین سطر باشد عمل تطابق با کل متن به انجام می‌رسد. اما با استفاده از این flag می‌توان مفهوم سطر را نیز پر رنگ کرد، به این صورت که: کاراکتر ``^`` مشخص کننده ابتدای هر سطر و کاراکتر ``$`` نیز مشخص کننده انتهای هر سطر خواهد بود. [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.MULTILINE>`__]
+
+
+
+      * ``re.S`` یا ``re.DOTALL``
+
+       کاراکتر ``.`` شامل تمامی کاراکترها باشد - در حالت عادی این کاراکتر عمل تطابق با کاراکتر سطر جدید ``n\`` را شامل نمی‌شود که با استفاده از این flag این ویژگی به الگو اضافه می‌گردد. [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.DOTALL>`__]
+ 
+
+
+
+      * ``re.X`` یا ``re.VERBOSE``
+
+       الگو حاوی توضیح (Comment) است - با استفاده از این flag می‌توان توضیح را به الگو اضافه کرد که نقش زیادی در بالا بردن خوانایی و درک الگو ایجاد می‌کند. [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.VERBOSE>`__]
+ 
+
+
+      .. tip::
+             می‌توان با استفاده از کاراکتر ``|`` در زمان ارسال آرگومان به flags، همزمان چندین مقدار را تنظیم نمود. به مانند::
+
+                  re.compile(pattern, re.I | re.M)
+
+
+             پارامتر flags می‌تواند مقادیر دیگری نیز بپذیرد که برای مطالعه بیشتر می‌توانید به مستندات پایتون مراجعه نمایید.
+
+
+به تابع ``compile`` برمی‌گردیم::
+
+
+    >>> import re
+    >>> 
+    >>> pattern = re.compile("^<html>", re.I)
+    >>> 
+    >>> type(pattern)
+    <class 're.Pattern'>
+    >>> 
+    >>> print(pattern)
+    re.compile('^<html>', re.IGNORECASE)
+
+
+کاربرد تابع ``compile`` زمانی است که می‌خواهیم از یک الگو مشخص چندین بار در طول اجرای یک ماژول استفاده نماییم. در ادامه با توابع دیگری از ماژول ``re`` آشنا خواهیم شد؛ این توابع پیش از انجام وظیفه مربوط به خود، به صورت ضمنی الگو را به شی ``re.Pattern`` کامپایل می‌کنند که به این صورت می‌توان کارایی برنامه را با یک بار ``compile`` افزایش دهیم. البته باید اشاره کرد که مفسر پایتون به صورت خودکار نمونه کامپایل شده چند الگو آخر مورد استفاده را Cache می‌کند، بنابراین چنانچه در برنامه‌ خود از تعداد اندکی الگو استفاده می‌کنید، می‌توانید در این زمینه نگران کارایی نباشید.
+
+یادآوری شود که با استفاده از تابع ``dir`` می‌توانیم متدها و صفت‌های شی الگو را مشاهده نماییم::
+
+      >>> dir(pattern)  #  Python 3.x
+      ['__class__', '__copy__', '__deepcopy__', '__delattr__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__gt__', '__hash__', '__init__', '__init_subclass__', '__le__', '__lt__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__setattr__', '__sizeof__', '__str__', '__subclasshook__', 'findall', 'finditer', 'flags', 'fullmatch', 'groupindex', 'groups', 'match', 'pattern', 'scanner', 'search', 'split', 'sub', 'subn']
+      >>> 
+
+
+.. _extended-patterns:
+      
+الگوهای گسترده (Extended Patterns) پایتون
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+در اینجا به عنوان بخش پایانی این درس به بحث پیرامون چگونگی ایجاد ساختار الگو در RegEx پایتون برمی‌گردیم و به معرفی ساختار‌های کاربردی دیگری که توسط این زبان پشتیبانی می‌شود می‌پردازیم.
+
+علاوه بر قواعد مورد بحث در دو بخش ابتدایی این درس، الگو (pattern) در RegEx پایتون می‌تواند شامل ساختارهایی باشد که با یک ``؟)`` شروع و با یک  ``(`` پایان می‌یابند - مانند:‌ ``( ?)``. این نوع ساختار از زبان پرل (Perl) الگوبرداری شده است. در این نوع ساختارها نخستین کاراکتر بعد از ``؟`` چگونگی عملکرد آن ساختار در الگو را مطرح می‌کند. توجه داشته باشید که با وجود پرانتز در این ساختارها، جز در یک مورد - هیچ‌کدام از آن‌ها معنی گروهبندی را نمی‌دهند و پرانتز در اینجا صرفا مشخص کننده یک فرمان خاص یا محدوده اثر ساختار می‌باشد. این ساختارها عبارتند از:
+
+* ``(aiLmsux?)``
+
+  این ساختار کمک می‌کند که بتوانیم یک یا چند مقدار از پارامتر flags را که پیش‌تر با آن آشنا شدیم (مانند ``re.M`` که در اینجا معادل ``(m?)`` است) را از طریق متن الگو اثر دهیم و نه با ارسال پارامتر - باید توجه داشته باشید که برخلاف زبان پرل نمی‌توان این ساختار را در پایتون به صورت حوزه‌ای و محدود استفاده کرد بلکه همانند ارسال پارامتر، این فرامین به صورت کلی در الگو اثرگذاری خواهند داشت::
+
+     (?i)PYTHON PROGRAMING
+
+           The Python Programing Language    => 1 Matched ('Python Programing')
+
+  در نمونه کد بالا، وجود ساختار ``(i?)`` باعث نادیده گرفتن حروف کوچک یا بزرگ شده است - همانند ارسال پارامتر ``re.I`` [`regex101@ تست آنلاین <https://regex101.com/r/tuTqQ9/1>`__]
+
+  ::
+
+      'a' == re.A (ASCII-only matching)
+      'i' == re.I (ignore case)
+      'L' == re.L (locale dependent)
+      'm' == re.M (multi-line)
+      's' == re.S (dot matches all)
+      'u' == re.U (Unicode matching)
+      'x' == re.X (verbose)
+
+  به ضعف این ساختار در محدودسازی در یک حوزه از الگو اشاره شد، از **پایتون نسخه 3.6** به بعد می‌توان از ساختار منعطف‌تر زیر استفاده کرد.
+
+* ``(...:aiLmsux-imsx?)``
+
+  از **پایتون نسخه 3.6** به بعد می‌توان از این ساختار استفاده کرد. با استفاده از این ساختار می‌توان اثربخشی حضور پارامترهای flags را محدود به ناحیه خاصی از الگو کرد به این صورت که این بخش از الگو می‌بایست بعد از کاراکتر ``:`` موجود در ساختار قرار بگیرد::
+
+     ^The (?i:PYTHON PROGRAMMING) Language$
+
+  مطابق الگو بالا، مهم نیست بخش ``PYTHON PROGRAMMING`` در متن مورد نظر ما با چه ترتیبی از کوچک یا بزرگ بودن حروف حضور داشته باشد، همین که در جای مناسب خود باشد کافی است. اما دو کلمه ``The`` و ``Language`` می‌بایست عینا حضور داشته باشند:
+
+  ::
+     
+     >>> import re  # PYTHON 3.7.3
+
+     >>> pattern = re.compile("^The (?i:PYTHON PROGRAMMING) Language$")
+
+     >>> print("YES") if pattern.match("The Python Programming Language") else print("NO")
+     YES
+
+     >>> print("YES") if pattern.match("The Python Programming LANGUAGE") else print("NO")
+     NO
+
+  در درس بعدی با تابع ``match`` آشنا خواهید شد. به صورت خلاصه، این تابع مقدار دریافتی را با الگو تطابق می‌دهد و در صورت شکست مقدار ``None‍`` برمی‌گرداند.
+
+  **قابلیت دیگر این ساختار:** می‌توان با قرار دادن یک کاراکتر ‍ ``-``  قبل از پارمترهای ``i`` ``m`` ``s`` ``x``، اثر بخشی آن‌ها را در حوزه مشخصی از الگو غیرفعال ساخت::
+
+    >>> import re  # PYTHON 3.7.3
+
+    >>> pattern = re.compile("^The (?-i:PYTHON PROGRAMMING) Language$", re.I)
+
+    >>> print("YES") if pattern.match("The PYTHON PROGRAMMING Language") else print("NO")
+    YES
+
+    >>> print("YES") if pattern.match("The PYTHON PROGRAMMING LANGUAGE") else print("NO")
+    YES
+
+    >>> print("YES") if pattern.match("THE PYTHON PROGRAMMING LANGUAGE") else print("NO")
+    YES
+
+    >>> print("YES") if pattern.match("THE Python Programming LANGUAGE") else print("NO")
+    NO
+
+
+* پرانتزگذاری غیرقابل پیگیری (non-capturing): ``(...:?)``
+
+  این ساختار نمایش پرانتزگذاری یا همان گروه‌بندی معمولی در بحث RegEx است ولی با این تفاوت که نتایج انطباق داخل پرانتز قابل بازیابی (همانند یک گروه معمولی) نخواهد بود::
+
+     >>> import re
+
+     >>> string = "Python@1991"
+     >>> pattern = "(\d+)"
+     >>> match = re.search(pattern, string)
+
+     >>> match
+     <re.Match object; span=(7, 11), match='1991'>
+
+     >>> match.group(1)
+     '1991'
+
+  ::
+
+         >>> import re
+
+         >>> string = "Python@1991"
+         >>> pattern = "(?:\d+)"
+         >>> match = re.search(pattern, string)
+  
+         >>> match
+         <re.Match object; span=(7, 11), match='1991'>
+  
+         >>> match.group(1)
+         Traceback (most recent call last):
+           File "<stdin>", line 1, in <module>
+         IndexError: no such group
+
+
+* گروه بانام (Named Group): ``(...<P<name?)``
+
+  این ساختار نمایش همان گروه‌بندی عادی در بحث RegEx است با این تفاوت که می‌توان به هر گروه یک نام انتساب داد. به کمک ماژول re پایتون، همانطوری که در درس بعدی به صورت کامل خواهید دید، حاصل انطباق هر گروه موجود در الگو با متن مورد نظر از طریق یک اندیس عددی که به ترتیب از یک شروع می‌شود قابل دسترسی است، با استفاده از این ساختار می‌توان حاصل انطباق را بسیار خواناتر و تنها با استفاده از نام آن دستیابی نمود::
+
+    >>> import re
+    >>> string = "NOV 7, 1987"
+    >>> pattern = "^(\w+)\s(\d+),\s(\d+)$"
+    >>> match = re.search(pattern, string)
+    >>> match.group(1)
+    'NOV'
+    >>> match.group(2)
+    '7'
+    >>> match.group(3)
+    '1987'
+
+  ::
+
+       >>> import re
+
+       >>> string = "NOV 7, 1987"
+       >>> pattern = "^(?P<month>\w+)\s(?P<day>\d+),\s(?P<year>\d+)$"
+       >>> match = re.search(pattern, string)
+   
+       >>> match.group(1)
+       'NOV'
+       >>> match.group(2)
+       '7'
+       >>> match.group(3)
+       '1987'
+ 
+       >>> match.group('month')
+       'NOV'
+       >>> match.group('day')
+       '7'
+       >>> match.group('year')
+       '1987'
+
+  تابع ``search`` به دنبال اولین انطباق pattern در string می‌گردد، در صورت موفقیت یک شی ``Match`` و در غیر این صورت ``None`` برمی‌گرداند - این تابع و خروجی آن در درس بعدی شرح داده می‌شود.
+
+
+* ``(P=name?)``
+
+  این ساختار امکان ارجاع به حاصل انطباق یک گروه بانام در آن الگو را فراهم می‌آورد. این ساختار در الگوهایی که می‌بایست دقیقا یک بخش از متن تکرار گردد، بسیار کاربردی است. به نمونه کد زیر توجه نمایید، در این مثال قرار است ایمیل مربوط به دو شخص بررسی شود که آیا بر اساس نام و نام‌خانوادگی آن‌ها ایجاد شده است یا خیر::
+
+    >>> import re
+
+    >>> strings = ["name family: name.family@mail.com", "diff_name family: name.family@mail.com"]
+    >>> pattern = "(?P<f_name>\w+)\s(?P<l_name>\w+):\s(?P=f_name)\.(?P=l_name)@mail\.com$"
+    >>> for string in strings:
+    ...     print('STRING:', string)
+    ...     match = re.search(pattern, string)
+    ...     if match:
+    ...         print('Matched:', match.group('f_name'), match.group('l_name'))
+    ...     else:
+    ...         print('No match!')
+    ... 
+    STRING: name family: name.family@mail.com
+    Matched: name family
+    STRING: diff_name family: name.family@mail.com
+    No match!
+
+
+* توضیحات (Comment) ``(...#?)``
+
+  همانند توضیح در پایتون، متن موجود در این ساختار، هنگام پردازش الگو نادیده گرفته می‌شود::
+
+    >>> import re
+
+    >>> pattern = re.compile('^\d{3}:(?#Iran Emergency Numbers)\s\w+\.', re.I)
+
+    >>> print("YES") if pattern.match("115: Ambulance.") else print("NO")
+    YES
+
+
+* Positive Lookahead Assertion ``(...=?)``
+
+  این ساختار امکان ایجاد شرط مثبت، برای **پیش** از خود را در الگو فراهم می‌آورد. به این صورت که می‌توان انطباق یک متن را منوط به برقرای شرط (انطباق) بعد از آن کرد. آن بخشی از الگو که قبل از این ساختار قرار دارد، تنها زمانی انطباق داده می‌شود که این ساختار منطبق باشد. باید توجه داشت که الگو مشخص شده درون این ساختار (``...``) به عنوان حاصل انطباق برگردانده نخواهد شد و صرفا برای برقرای شرط در الگو حضور خواهد داشت::
+
+    >>> import re
+
+    >>> pattern = re.compile("(\d{3}\.0)(?=00)")
+
+    >>> print("YES") if pattern.match("115.099") else print("NO")
+    NO
+
+    >>> print("YES") if pattern.match("115.000") else print("NO")
+    YES
+
+    >>> match = pattern.search("115.000")
+    >>> match.group()
+    '115.0'
+
+  یکی از کاربردهای این ساختار، اعتبارسنجی گذرواژه است. به نمونه کد زیر توجه کنید::
+
+
+    >>> pattern = re.compile("(?=\A\w{6,8}\Z)")
+
+    >>> print("YES") if pattern.match("12345678") else print("NO")
+    YES
+    >>> print("YES") if pattern.match("123456") else print("NO")
+    YES
+    >>> print("YES") if pattern.match("123") else print("NO")
+    NO
+
+  در این نمونه کد، از بخش قبل از ساختار صرف نظر شده است و بنابراین حاصل انطباقی نیز در کار نخواهد بود، همچنین با استفاده از دو ‍‍ ``A\`` و ``Z\`` لزوم ابتدا و انتها الگو نیز مشخص شده است. حال به الگو بالا شرط دیگری اضافه می‌کنیم که گذرواژه حداقل شامل یک حرف الفبایی نیز باشد::
+
+
+    >>> pattern = re.compile("(?=\A\w{6,8}\Z)(?=.*[a-zA-Z]+)")
+
+    >>> print("YES") if pattern.match("d2345678") else print("NO")
+    YES
+    >>> print("YES") if pattern.match("2345ABcd") else print("NO")
+    YES
+    >>> print("YES") if pattern.match("12345678") else print("NO")
+    NO
+
+
+* Negative Lookahead Assertion ``(...!?)``
+
+  معکوس حالت قبل است. به این معنی که  انطباق یک متن منوط به عدم برقرای شرط (انطباق) **بعد** از آن است. آن بخشی از الگو که قبل از این ساختار قرار دارد، تنها زمانی انطباق داده می‌شود که این ساختار منطبق **نباشد**. 
+
+
+* Positive Lookbehind Assertion ``(...=>?)``
+
+  این ساختار امکان ایجاد شرط مثبت، برای **بعد** از خود را در الگو فراهم می‌آورد. به این صورت که می‌توان انطباق یک متن را منوط به برقرای شرط (انطباق) پیش از آن کرد. آن بخشی از الگو که بعد از این ساختار قرار دارد، تنها زمانی انطباق داده می‌شود که این ساختار منطبق باشد. باید توجه داشت که الگو مشخص شده درون این ساختار (``...``) به عنوان حاصل انطباق برگردانده نخواهد شد و صرفا برای برقرای شرط در الگو حضور خواهد داشت::
+
+    >>> import re
+    >>> match = re.search('(?<=abc)def', 'abcdef')
+    >>> match.group()
+    >>> 'def'
+
+
+* Negative Lookbehind Assertion ``(...!>?)``
+
+  معکوس حالت قبل است. به این معنی که  انطباق یک متن منوط به عدم برقرای شرط (انطباق) **قبل** از آن است. آن بخشی از الگو که بعد از این ساختار قرار دارد، تنها زمانی انطباق داده می‌شود که این ساختار منطبق **نباشد**. 
+
+
+*  Yes/No Pattern 
+
+  ::
+
+      (?(id/name)yes-pattern|no-pattern)
+
+  این ساختار نیز نوعی شرط گذاری است. به این صورت که می‌توان تعیین کرد بر اساس وضعیت انطباق گروه‌بندی‌های موجود (با ذکر نام گروه یا شماره اندیس آن) در الگو، یکی از الگوهای بله (yes-pattern) یا خیر (no-pattern) این ساختار بررسی شود::
+
+    >>> pattern = re.compile('^(###)?foo(?(1)bar|baz)')
+
+    >>> print("YES") if pattern.match("###foobar") else print("NO")
+    YES
+    >>> print("YES") if pattern.match("###foobaz") else print("NO")
+    NO
+    >>> print("YES") if pattern.match("foobaz") else print("NO")
+    YES
+
+
+.. note::
+  
+  قالب‌های Lookahead یا Lookbehind (در کل lookaround‌ها) را نیز می‌توان از نوع Zero-Lengthها در نظر گرفت تنها تفاوت آن‌ها با الگوهایی که پیش‌تر بیان شد این است که lookaround‌ها ابتدا کاراکتر(هایی) را تطبیق و سپس از آن(ها) گذر می‌کنند.
+
+
+|
+
+----
+
+:emoji-size:`😊` امیدوارم مفید بوده باشه
+
+
+
diff --git a/source/lessons/l16-python-module-re.rst b/source/lessons/l16-python-module-re.rst
index 0549bc5..753fec3 100644
--- a/source/lessons/l16-python-module-re.rst
+++ b/source/lessons/l16-python-module-re.rst
@@ -1,818 +1,818 @@
-.. role:: emoji-size
-
-.. meta::
-   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس شانزدهم: ماژول re (عبارات باقاعده) پایتون
-
-
-.. _lesson-16:
-
-درس ۱۶: ماژول re (عبارات باقاعده) پایتون
-============================================================================
-
-.. figure:: /_static/pages/16-python-regex-re.jpg
-    :align: center
-    :alt: کتابخانه استاندارد پایتون: re
-    :class: page-image
-
-    Photo by `Markus Winkler <https://unsplash.com/photos/afW1hht0NSs>`__
-
-این درس در ادامه درس قبل «عبارات با قاعده یا Regular Expression» می‌باشد و به شرح برخی از تابع‌های کاربردی موجود در ماژول ``re`` از کتابخانه استاندارد زبان برنامه‌نویسی پایتون می‌پردازد. پیش از مطالعه این درس می‌بایست حتما درس قبل را نیز مطالعه کرده باشید.
-
-
-
-
-
-:emoji-size:`✔` سطح: متوسط
-
-----
-
-
-.. contents:: سرفصل‌ها
-    :depth: 2
-
-----
-
-
-.. _re-search-functions:
-
-توابع جستجو، ماژول ``re`` پایتون
----------------------------------------
-
-توابع پرکاربرد ماژول ``re`` پایتون مرتبط با عمل جستجو در یک متن عبارتند از: 
-
-* ``search``
-* ``match``  
-* ``fullmatch``  
-* ``findall``  
-* ``finditer``  
-
-
-.. _re-search:
-
-تابع ``search``
-~~~~~~~~~~~~~~~~~~~~~~
-
-::
-
-   search(pattern, string, flags=0)
-
-تابع ``search`` به دنبال اولین انطباق pattern در string می‌گردد، در صورت موفقیت یک شی ``Match`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#match-objects>`__] و در غیر این صورت ``None`` برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.search>`__]::
-
-    >>> import re
-    >>> 
-    >>> match = re.search('Py...n', 'Python is great')
-    >>> 
-    >>> type(match)
-    <class 're.Match'>
-
-
-اجازه بدهید یادآوری کنیم که دو نمونه کد زیر عملکردی معادل یکدیگر دارند::
-
-
-    >>> pattern = re.compile('Py...n')
-    >>> match = pattern.search('Python is great')
-
-::
-
-    >>> match = re.search('Py...n', 'Python is great')
-
-
-
-.. _re-match-object:
-
-شی ``Match`` پایتون
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-
-::
-
-    >>> pattern = re.compile('Py...n')
-    >>> match = pattern.search('Python is great')
-    >>> 
-    >>> if match:
-    ...     print(match.group())
-    ... else:
-    ...     print("pattern not found")
-    ... 
-    Python
-    >>> 
-
-::
-
-    >>> dir(match)
-    ['__class__', '__copy__', '__deepcopy__', '__delattr__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__getitem__', '__gt__', '__hash__', '__init__', '__init_subclass__', '__le__', '__lt__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__setattr__', '__sizeof__', '__str__', '__subclasshook__', 'end', 'endpos', 'expand', 'group', 'groupdict', 'groups', 'lastgroup', 'lastindex', 'pos', 're', 'regs', 'span', 'start', 'string']
-
-در ادامه به بررسی برخی از متدهای مهم این شی می‌پردازیم:
-  
-
- * ``Match.group`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.Match.group>`__]::
-
-     Match.group([group1, ...])
-
-  این متد از شی ``Match``، گروه (های) تطبیق داده شده بر اساس الگو مورد نظر را برمی‌گرداند. این متد می‌تواند یک یا چند آرگومان عددی دریافت کند که معرف اندیس گروه مورد نظر می‌باشد. در حالت فراخوانی بدون آرگومان تمامی گروه‌های تطبیق داده شده به صورت یک مقدار رشته برگردانده می‌شود و در صورتی تنها یک مقدار به آن ارسال گردد، گروه تطبیق داده شده متناظر با آن اندیس (شمارش اندیس‌ها از یک است) در قالب یک شی رشته برگردانده می‌شود و در صورتی که بیش از یک اندیس به عنوان آرگومان ارسال گردد یک شی توپِل محتوی گروه‌های تطبیق داده شده برگردانده خواهد شد. چنانچه آرگومان ارسالی عددی منفی باشد یا اندیسی بالاتر از تعداد گروه‌های تطبیق داده شده باشد، یک استثنا ``IndexError`` رخ خواهد داد::
-
-    >>> match = re.search("(\w+) (\w+)", "Isaac Newton, physicist") 
-    >>> match.group()        # The entire match
-    'Isaac Newton'
-    >>> match.group(0)       # The entire match
-    'Isaac Newton'
-    >>> match.group(1)       # The first parenthesized subgroup.
-    'Isaac'
-    >>> match.group(2)       # The second parenthesized subgroup.
-    'Newton'
-    >>> match.group(1, 2)    # Multiple arguments give us a tuple.
-    ('Isaac', 'Newton')
-
-    >>> match.group(3)
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-    IndexError: no such group
-    
-  فراخوانی بدون آرگومان (یا ارسال آرگومان صفر - مقدار پیش‌فرض) این متد، تمام متن تطبیق داده شده را برمی‌گرداند::
-  
-  
-    >>> pattern = re.compile('Py...n')
-    >>> match = pattern.search('Python is great')
-    >>> match.group()
-    'Python'
-    
-    >>> match.group(0)
-    'Python'
-
-
-
-  * ``Match.groups`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.Match.groups>`__]::
-
-       Match.groups(default=None)
-
-  این متد تمام گروه‌های تطبیق داده شده بر اساس الگو مورد نظر را در قالب یک شی توپِل برمی‌گرداند. این متد می‌تواند یک آرگومان بپذیرد که معرف مقدار پیش‌فرض برای جایگذاری گروه‌هایی است که در رشته ورودی تطبیق داده نشده‌اند، در حالت عادی (بدون ارسال آرگومان) این مقدار برابر با ``None`` است::
-
-    >>> match = re.search("(\d+)\.(\d+)", "24.1632")
-    >>> match.groups()
-    ('24', '1632')
-
-  ::
-
-       >>> match = re.search("(\d+)\.?(\d+)?", "24")
-       >>> match.groups()      # Second group defaults to None.
-       ('24', None)
-       >>> match.groups('0')   # Now, the second group defaults to '0'.
-       ('24', '0')
-       
-       
-  ::
-  
-      >>> pattern = re.compile('Py...n')  # The pattern is without grouping
-      >>> match = pattern.search('Python is great')
-      >>> match.groups()
-      ()
-
-
-  * ``Match.groupdict`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.Match.groupdict>`__]::
-
-      Match.groupdict(default=None)
-
-    این متد یک شی دیکشنری (dict) حاوی حاصل تطابق تمام گروه‌های بانام (Named Groups) موجود در الگو را برمی‌گرداند::
-
-
-      >>> import re
-
-      >>> match = re.search("(?P<first_name>\w+) (?P<last_name>\w+)", "Elvis Presley")
-      >>> match.groupdict()
-      {'first_name': 'Elvis', 'last_name': 'Presley'}
-
-      >>> match.group()
-      'Elvis Presley'
-      >>> match.group(1)
-      'Elvis'
-      >>> match.group(2)
-      'Presley'
-
-      >>> match.groups()
-      ('Elvis', 'Presley')
-
-    این متد نیز همانند متد ``groups`` یک پارامتر اختیاری دارد که در صورت ارسال آرگومان به آن به جای مقدار پیش‌فرض ``None`` برای حاصل عدم تطابق گروه‌های موجود در الگو قرار می‌گیرد::
-
-      >>> import re
-
-      >>> match = re.search("(?P<first_name>\w+) (?P<nick_name>`\w+`\s)?(?P<last_name>\w+)", "Elvis `The King` Presley")
-      >>> match.groupdict()
-      {'first_name': 'Elvis', 'nick_name': '`The King` ', 'last_name': 'Presley'}
-
-      >>> match = re.search("(?P<first_name>\w+) (?P<nick_name>`\w+`\s)?(?P<last_name>\w+)", "Elvis Presley")
-      >>> match.groupdict()
-      {'first_name': 'Elvis', 'nick_name': None, 'last_name': 'Presley'}
-
-      >>> match.groupdict("---") # or match.groupdict(default="---")
-      {'first_name': 'Elvis', 'nick_name': '---', 'last_name': 'Presley'}
-
-
-
-  * ``Match.expand`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.Match.expand>`__]::
-
-       Match.expand(template)
-
-    این متد حاصل انطباق را در قالب ``template`` جایگذاری کرده و یک شی رشته جدید برمی‌گرداند. قالب در اینجا یک رشته است که در آن می‌توان به حاصل انطباق گروهبندی‌های موجود در الگو ارجاع داد به این صورت کرد که می‌توان گروه‌های بی‌نام موجود در الگو را با استفاده از ارجاع عددی به شماره اندیس آن‌ها به مانند ``1\``، ``2\``  یا ``<g<1\`` و گروه‌های بانام را با استفاده از نام گروه به مانند ``<g<name\`` در قالب موجود جایگذاری کرد. Escape character‌های موجود در قالب به کاراکترهای مناسب خود در متن خروجی تبدیل می‌شوند و از **نسخه 3.5 پایتون** گروه‌هایی که هیچ انطباقی نداشته‌اند با هیچی (empty string) جایگذاری می‌شوند::
-
-        >>> import re
-
-        >>> match = re.search('(\w+),(\w+),(\w+)', 'Jazz,Rock,Pop')
-        >>> match.groups()
-        ('Jazz', 'Rock', 'Pop')
-        
-        >>> match.expand('-->\1---->\2------>\3') # Warning!!!
-        '-->\x01---->\x02------>\x03'
-
-        >>> match.expand('-->\\1---->\\2------>\\3')
-        '-->Jazz---->Rock------>Pop'
-
-        >>> match.expand(r'-->\1---->\2------>\3')
-        '-->Jazz---->Rock------>Pop'
-
-
-    ::
-
-          # \1, \2 and \3 are all valid escape characters
-
-          \1  # (U+0001 or 0x01) stands for the ascii start-of-heading character
-          \2  # (U+0002 or 0x02) stands for the ascii start-of-text character
-          \3  # (U+0003 or 0x03) stands for the ascii end-of-text character
-
-    .. note::
-        در نمونه کد بالا، خروجی نخستین استفاده از متد ``expand`` متناسب با انتظار نیست، دلیل هم مربوط به وجود کاراکترهایی با ``\`` است (escape characters) که باعث بروز اخلال در تحلیل رشته قالب شده است. بهتر است همیشه در این مواقع از قوانین **raw string** پیروی نماییم: استفاده از ``\\`` به جای ``\`` (همانند ``n\\``) یا قرار دادن یک کاراکتر ``r`` یا ``R`` در ابتدای رشته (همانند ``'r'\n``). در این صورت کاراکترهایی همچون newline یا ``n\`` در رشته، معنای خود را از دست می‌دهند. (یادآوری از درس هفتم)
-
-        در واقع مفسر پایتون پیش از قراردادن متن مورد نظر ما در قالب یک شی رشته (string) در حافظه (memory) آن را تحلیل و مقادیر متناسب با کاراکترهای ``\`` را در آن جایگذاری می‌کند که این کار ممکن است در هنگام استفاده ماژول ``re`` از آن شی رشته اخلال ایجاد کند. استفاده از **raw string**  باعث می‌شود مفسر پایتون متن مورد نظر را بدون تغییر در حافطه قرار دهد.
-
-
-    .. tip::
-        بلای Backslash [`اسناد پایتون <https://docs.python.org/3/howto/regex.html#the-backslash-plague>`__] 
-
-        همیشه در هنگام کار با RegEx (نه فقط در زبان پایتون!) مواظب escape characters یا همان backslash characters باشید. تا این لحظه برای جلوگیری از پیچیدگی در مثال‌های ارائه شده مبحث RegEx از قرار دادن **raw string** صرف نظر شده بود اما از آنجا که الگوهای RegEx پر از ``\`` است همواره می‌بایست به لزوم استفاده از **raw string** فکر کنیم.
-
-    ::
-
-           >>> match = re.search(r'(?P<num>\d+)', 'Top 100 songs')
-           >>> match.group(1)
-           '100'
-
-           >>> match.expand(r'--- \g<num> ---')
-           '--- 100 ---'
-           >>> match.expand(r'--- \g<1> ---')
-           '--- 100 ---'
-
-
-
-
-  * ``Match.start([group])`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.Match.start>`__]    ``Match.end([group])`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.Match.end>`__]
-
-  متن رشته خروجی (تطبیق یافته بر اساس الگو مورد نظر) را در نظر بگیرید، متد ``start`` اندیس شروع این متن از رشته ورودی و متد ``end``  اندیس نقطه پایان را برمی‌گرداند. این دو متد می‌توانند یک آرگومان اختیاری نیز دریافت کنند که معرف اندیس یک گروه مشخص در الگو می‌باشد، با ارسال این آرگومان نتایج بر اساس تکه متن تطبیق داده شده با آن گروه برگردانده خواهد شد::
-
-    >>> email = "tony@tiremove_thisger.net"
-    >>> match = re.search("remove_this", email)
-    >>> match.start()
-    7
-    >>> match.end()
-    18
-    >>> email[match.start() : match.end()]
-    'remove_this'
-    >>> email[:match.start()] + email[match.end():]
-    'tony@tiger.net'
-
-  ::
-
-       >>> match = re.search(r"(\d+)\.(\d+)", "24.1632")
-
-       >>> match.start()
-       0
-       >>> match.end()
-       7
-
-       >>> match.start(1)
-       0
-       >>> match.end(1)
-       2
-
-       >>> match.start(2)
-       3
-       >>> match.end(2)
-       7
-       >>> 
-
-
-  * ``Match.span([group])`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.Match.span>`__]
-
-  این متد یک شی توپِل دوتایی از خروجی دو متد ``start``  و ``end``  را بر می‌گرداند و همانند آنها نیز یک آرگومان اختیاری دارد - نمونه خروجی::
-
-    (m.start(group), m.end(group))
-
-  ::
-
-    >>> match = re.search(r"(\d+)\.(\d+)", "24.1632")
-    >>> match.span()
-    (0, 7)
-    >>> match.span(1)
-    (0, 2)
-    >>> match.span(2)
-    (3, 7)
-    >>> match.span(3)
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-    IndexError: no such group
-
-  * ``Match.re`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.Match.re>`__]    ``Match.string`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.Match.string>`__]
-
-  این دو متغیر به ترتیب حاوی  شی RegEx الگو و متن مورد نظر جهت انجام عملیات تطابق خواهند بود::
-
-    >>> email = "tony@tiremove_thisger.net"
-    >>> match = re.search("remove_this", email)
-
-    >>> match.re
-    re.compile('remove_this')
-
-    >>> match.string
-    'tony@tiremove_thisger.net'
-
-    >>> match.string[match.start() : match.end()]
-    'remove_this'
-
-  ::
-
-       >>> match = re.search(r"(\d+)\.(\d+)", "24.1632")
-
-       >>> match.re
-       re.compile('(\\d+)\\.(\\d+)')
-
-       >>> match.string
-       '24.1632'
-
-.. _re-match:
-
-تابع ``match``
-~~~~~~~~~~~~~~~~~~~~~~
-
-::
-
-     match(pattern, string, flags=0)
-
-تابع ``match`` از ابتدای string انطباق pattern را انجام می‌دهد، در صورت موفقیت یک شی ``Match`` و در غیر این صورت ``None`` برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.match>`__]::
-
-    >>> import re
-
-    >>> match = re.match(r'\d+', '123@USERNAME')
-    >>> print(match)
-    <re.Match object; span=(0, 3), match='123'>
-
-    >>> match = re.match(r'\d+', 'USERNAME@123')
-    >>> print(match)
-    None
-
-
-    >>> match = re.search(r'\d+', '123@USERNAME')
-    >>> print(match)
-    <re.Match object; span=(0, 3), match='123'>
-
-    >>> match = re.search(r'\d+', 'USERNAME@123')
-    >>> print(match)
-    <re.Match object; span=(9, 12), match='123'>
-
-
-.. tip::
-
-  تفاوت دو تابع ``match`` و ``search`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#search-vs-match>`__]:
-
-  هنگام استفاده از تابع ``match``، از همان ابتدای متن مورد نظر، می‌بایست تطابق با الگو صورت پذیرد (حتی در متن‌های چند سطری) ولی تابع ``search`` انجام انطباق را در هر جایی از متن دنبال می‌کند.
-
-  هنگام استفاده از نشانه ``re.MULTILINE`` در تابع ``search``، کاراکتر ``^`` در الگو از معنای **ابتدای متن** به معنای **ابتدای هر سطر** تغییر می‌کند (درس قبل) ولی از نظر تابع ``match`` وجود کاراکتر ``^`` در الگو همواره به معنی ابتدای متن می‌باشد (نه هر سطر)::
-
-      >>> import re
-      >>> string = 'Perl\nPython\nRuby'  # 3 lines
-
-      >>> match = re.search('^Perl', string)
-      >>> print(match)
-      <re.Match object; span=(0, 4), match='Perl'>
-
-      >>> match = re.search('^Python', string)
-      >>> print(match)
-      None
-
-      >>> match = re.search('^Python', string, re.MULTILINE)
-      >>> print(match)
-      <re.Match object; span=(5, 11), match='Python'>
-
-
-      >>> match = re.match('^Perl', string)
-      >>> print(match)
-      <re.Match object; span=(0, 4), match='Perl'>
-
-      >>> match = re.match('^Python', string, re.MULTILINE)
-      >>> print(match)
-      None
-
-
-اجازه بدهید یادآوری کنیم که دو نمونه کد زیر عملکردی معادل یکدیگر دارند::
-
-
-    >>> pattern = re.compile('Py...n')
-    >>> match = pattern.match('Python is great')
-
-::
-
-    >>> match = re.match('Py...n', 'Python is great')
-
-.. _re-fullmatch:
-
-تابع ``fullmatch``
-~~~~~~~~~~~~~~~~~~~~~~
-
-::
-
-    fullmatch(pattern, string, flags=0)
-
-این تابع (``fullmatch``) چنانچه تمام string با pattern انطباق داشته باشد یک شی ``Match`` و در غیر این صورت ``None`` برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.fullmatch>`__] - این تابع از **پایتون نسخه 3.4** به بعد در دسترس است::
-
-    >>> import re  # Python >= 3.4
-
-    >>> match = re.fullmatch(r'\d+', '123@USERNAME')
-    >>> print(match)
-    None
-
-    >>> match = re.fullmatch(r'\d+', '123')
-    >>> print(match)
-    <re.Match object; span=(0, 3), match='123'>
-
-**عملکرد نمونه کدهای زیر برابر هم هستند - به الگو و نام توابع توجه نمایید**::
-
-    >>> match = re.search(r'^\d+$', '123')
-    >>> print(match)
-    <re.Match object; span=(0, 3), match='123'>
-
-    >>> match = re.match(r'\d+$', '123')
-    >>> print(match)
-    <re.Match object; span=(0, 3), match='123'>
-
-    >>> match = re.fullmatch(r'\d+', '123')
-    >>> print(match)
-    <re.Match object; span=(0, 3), match='123'>
-
-
-همچنین باید یادآوری کنیم که دو نمونه کد زیر عملکردی معادل یکدیگر دارند::
-
-
-    >>> pattern = re.compile('Py...n')
-    >>> match = pattern.fullmatch('Python')
-
-::
-
-    >>> match = re.fullmatch('Py...n', 'Python')
-
-
-.. _re-findall:
-
-تابع ``findall``
-~~~~~~~~~~~~~~~~~~~~~~
-
-
-::
-
-     findall(pattern, string, flags=0)
-
-این تابع (``findall``) حاصل تمام انطباق‌های ممکن pattern در string را در قالب یک لیست از رشته‌ها (نتایج) برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.findall>`__]::
-
-    >>> import re
-
-    >>> string = "My number is 123456789 and my friend's number is 987654321"
-    >>> results = re.findall(r'\d+', string)
-
-    >>> type(results)
-    <class 'list'>
-
-    >>> print(results)
-    ['123456789', '987654321']
-
-تابع ``findall`` از سمت چپ string شروع به دنبال انطباق pattern در آن می‌گردد و نتایج را به ترتیب برمی‌گرداند. اگر الگو (pattern) شامل گروه باشد فقط نتایج مربوط به انطباق گروه را برمی‌گرداند و نه تمام الگو را::
-
-    >>> results = re.findall(r'#(\w+)#', '#Perl#.#Python#.#Ruby#')
-    >>> print(results)
-    ['Perl', 'Python', 'Ruby']
-
-    >>> results = re.findall(r'#\w+#', '#Perl#.#Python#.#Ruby#')
-    >>> print(results)
-    ['#Perl#', '#Python#', '#Ruby#']
-
-چنانچه الگو شامل بیش از یک گروه باشد، خروجی تابع ``findall`` برابر است با یک لیست از توپِل‌ها که هر توپِل، حاصل یک دور انطباق است::
-
-     >>> results = re.findall(r'(\w+)@(\d+)', 'Perl@1987,Python@1991,Ruby@1995')
-     >>> print(results)
-     [('Perl', '1987'), ('Python', '1991'), ('Ruby', '1995')]
-
-
-یادآوری می‌شود که دو نمونه کد زیر عملکردی معادل یکدیگر دارند::
-
-
-    >>> pattern = re.compile('Py...n')
-    >>> results = pattern.findall('PythonPythonPython')
-
-::
-
-    >>> results = re.findall('Py...n', 'PythonPythonPython')
-
-.. _re-finditer:
-
-تابع ``finditer``
-~~~~~~~~~~~~~~~~~~~~~~
-
-:: 
-
-    finditer(pattern, string, flags=0)
-
-خروجی این تابع (``finditer``) یک شی ``iterator`` (شی تکرارکننده - درس نهم) است و حاصل هر بار پیمایش آن یک شی ``Match`` می‌باشد که همانند تابع ``findall`` از سمت چپ string شروع به دنبال انطباق pattern در آن می‌گردد و نتایج را به ترتیب برمی‌گرداند. [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.finditer>`__]::
-
-    >>> import re
-
-    >>> string = "My number is 123456789 and my friend's number is 987654321"
-    >>> result = re.finditer(r'\d+', string)
-
-    >>> type(result)
-    <class 'callable_iterator'>
-
-    >>> result.__next__()
-    <re.Match object; span=(13, 22), match='123456789'>
-
-    >>> result.__next__()
-    <re.Match object; span=(49, 58), match='987654321'>
-
-    >>> result.__next__()
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-    StopIteration
-
-::
-
-       >>> for match in re.finditer(r'#(\w+)#', '#Perl#.#Python#.#Ruby#'):
-       ...     print(match)
-       ... 
-       <re.Match object; span=(0, 6), match='#Perl#'>
-       <re.Match object; span=(7, 15), match='#Python#'>
-       <re.Match object; span=(16, 22), match='#Ruby#'>
-
-
-       >>> for match in re.finditer(r'#\w+#', '#Perl#.#Python#.#Ruby#'):
-       ...     print(match)
-       ... 
-       <re.Match object; span=(0, 6), match='#Perl#'>
-       <re.Match object; span=(7, 15), match='#Python#'>
-       <re.Match object; span=(16, 22), match='#Ruby#'>
-
-::
-
-          >>> for match in re.finditer(r'(\w+)@(\d+)', 'Perl@1987,Python@1991,Ruby@1995'):
-         ...     print(match)
-         ... 
-         <re.Match object; span=(0, 9), match='Perl@1987'>
-         <re.Match object; span=(10, 21), match='Python@1991'>
-         <re.Match object; span=(22, 31), match='Ruby@1995'>
-
-
-یادآوری می‌شود که دو نمونه کد زیر عملکردی معادل یکدیگر دارند::
-
-
-    >>> pattern = re.compile('Py...n')
-    >>> result = pattern.finditer('PythonPythonPython')
-
-::
-
-    >>> result = re.finditer('Py...n', 'PythonPythonPython')
-
-
-.. _re-replace-methods:
-
-توابع جایگزینی، ماژول ``re`` پایتون
----------------------------------------
-
-توابع پرکاربرد ماژول ``re`` پایتون مرتبط با عمل جایگزینی (replace) یک متن عبارتند از: 
-
-* ``sub``
-* ``subn``  
-
-
-.. _re-sub:
-
-تابع ``sub``
-~~~~~~~~~~~~~~~~~~~~~~
-
-
-::
-
-    sub(pattern, repl, string, count=0, flags=0)
-
-این تابع (``sub``) حاصل انطباق‌های ممکن pattern در string را در repl جایگذاری می‌کند. این تابع همچنین دو پارامتر اختیاری دارد (flags و count)، پیش‌تر در مورد flags صحبت کردیم (که از نسخه 3.1 پایتون به این تابع اضافه شده است) و count نیز بیانگر ماکزیمم تعداد انطباقی است که می‌خواهیم در repl جایگذاری شود - این مقدار می‌بایست یک عدد مثبت باشد و مقدار صفر (مقدار پیش‌فرض) برای آن به معنی هر تعداد (نامحدود) خواهد بود. پارامتر repl در این تابع می‌تواند از نوع رشته یا تابع باشد، ابتدا حالت رشته را بررسی می‌کنیم [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.sub>`__]::
-
-     >>> import re
-
-     >>> string = 'Perl@1987,Python@1991,Ruby@1995'
-     >>> repl = ' - '
-     >>> pattern = r'@\d+,?'
-
-     >>> result = re.sub(pattern, repl, string)
-
-     >>> type(result)
-     <class 'str'>
-
-     >>> print(result)
-     Perl - Python - Ruby - 
-
-     >>> result = re.sub(pattern, repl, string, 2) #  count=2
-     >>> print(result)
-     Perl - Python - Ruby@1995
-
-     >>> result = re.sub(pattern, repl, string, 1) #  count=1
-     >>> print(result)
-     Perl - Python@1991,Ruby@1995
-
-متد ``expand`` از شی Match که در ابتدای این درس مطرح شد را بیاد بیاورید، بدیهی است که pattern می‌تواند شامل گروهبندی نیز باشد، در این شرایط آنچه از قوانین موجود در پارامتر template متد ``expand`` گفته شد در repl (در حالتی که یک شی رشته است) نیز صدق می‌کند::
-
-     >>> result = re.sub(r'(\w+),(\w+),(\w+)', r'(\1) (\2) (\3)', 'Jazz,Rock,Pop')
-     >>> print(result)
-     (Jazz) (Rock) (Pop)
-
-     >>> re.sub(r'(\w+),(\w+),(\w+)', r'(\g<1>) (\g<2>) (\g<3>)', 'Jazz,Rock,Pop')
-     '(Jazz) (Rock) (Pop)'
-
-
-::
-
-      >>> re.sub(r'(?P<num>\d+)', r'#\g<num>#', 'Top 100 songs')
-      'Top #100# songs'
-
-به مثالی دیگر توجه نمایید::
-
-    >>> re.sub('x*', '-', 'abc@123,456')
-    '-a-b-c-@-1-2-3-,-4-5-6-'
-
-الگو مورد استفاده برای متن مثال بالا یک Zero-length Match است (درس قبل) - [`regex101@ تست آنلاین <https://regex101.com/r/n0I6JU/1>`__] 
-
-
-.. tip::
-  
-  چنانچه تابع ``sub`` هیچ انطباقی از pattern در string پیدا نکند، مقدار string را بدون تغییر برمی‌گرداند::
-
-       >>> re.sub(r'\d', '-', 'abc@xyz') #  Without matching
-       'abc@xyz'
-
-       >>> re.sub(r'\d', '-', 'abc@123')
-       'abc@---'
-
-
-گفتیم پارامتر repl در این تابع می‌تواند از نوع تابع باشد. در این صورت ``sub`` در هر بار انطباق تابع ``repl`` را فراخوانی می‌کند و شی ``Match`` مربوط را به آن ارسال می‌کند::
-
-     >>> import re
-
-     >>> def mask_numbers(match):
-     ...     string = match.group(0)  # The matching string
-     ...
-     ...     # string.isdigit() returns True if all characters in string are digits
-     ...     if string.isdigit():
-     ...         return '_' * len(string)
-     ...     else:
-     ...         return string
-     ... 
-     >>> 
-
-     >>> re.sub(r'\w+', mask_numbers, 'Perl.1987.Python.1991.Ruby.1995')
-     'Perl.____.Python.____.Ruby.____'
-
-     >>> re.sub(r'\w+', mask_numbers, 'My ID is 123.45679 and your ID is 98521.2')
-     'My ID is ___._____ and your ID is _____._'
-
-
-::
-
-    >>> re.sub(r'\d+', lambda match : '_' * len(match.group(0)), 'Perl.1987.Python.1991.Ruby.1995')
-    'Perl.____.Python.____.Ruby.____'
-
-    >>> re.sub(r'\d+', lambda match : '_' * len(match.group(0)), 'My ID is 123.45679 and your ID is 98521.2')
-    'My ID is ___._____ and your ID is _____._'
-
-*lambda در درس سیزدهم بررسی شده است.*
-
-
-
-یادآوری می‌شود که دو نمونه کد زیر عملکردی معادل یکدیگر دارند::
-
-
-    >>> pattern = re.compile('Py...n')
-    >>> result = pattern.sub('*', 'PythonPythonPython')
-
-::
-
-    >>> result = re.sub('Py...n', '*', 'PythonPythonPython')
-
-
-.. _re-subn:
-
-تابع ``subn``
-~~~~~~~~~~~~~~~~~~~~~~
-
-::
-
-    subn(pattern, repl, string, count=0, flags=0)
-
-عملکرد این تابع (``subn``) همانند تابع ``sub`` است. تنها تفاوت در خروجی آن‌هاست، تابع ``subn`` یک شی توپِل محتوی نتیجه و تعداد عملیات جایگذاری را برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.subn>`__]::
-
-    >>> import re
-
-    >>> string = 'Perl@1987,Python@1991,Ruby@1995'
-    >>> repl = ' - '
-    >>> pattern = r'@\d+,?'
-
-    >>> result = re.subn(pattern, repl, string)
-
-    >>> type(result)
-    <class 'tuple'>
-
-    >>> result
-    ('Perl - Python - Ruby - ', 3)
-
-    >>> re.subn(pattern, repl, string, count=2)
-    ('Perl - Python - Ruby@1995', 2)
-
-    >>> re.subn(pattern, repl, string, count=1)
-    ('Perl - Python@1991,Ruby@1995', 1)
-
-
-.. _re-split-methods:
-
-توابع جداسازی، ماژول ``re`` پایتون
----------------------------------------
-
-توابع پرکاربرد ماژول ``re`` پایتون مرتبط با عمل جداسازی بخش (هایی) از متن عبارتند از: 
-
-* ``split``
-
-
-.. _re-split:
-
-
-تابع ``split``
-~~~~~~~~~~~~~~~~~~~~~~
-
-::
-
-   split(pattern, string, maxsplit=0, flags=0)
-
-این تابع (``split``) محتوای متن string را بر اساس الگو pattern جدا (split) می‌کند و خروجی آن یک شی لیست از رشته‌ها خواهد بود. این تابع همچنین علاوه بر پارامتر flags (که از نسخه 3.1 پایتون به این تابع اضافه شده است) یک پارامتر اختیاری دیگر نیز با نام maxsplit دارد که تعیین کننده ماکزیمم تعداد جداسازی خواهد بود - این مقدار می‌بایست یک عدد مثبت باشد و مقدار صفر (مقدار پیش‌فرض) برای آن به معنی هر تعداد (نامحدود) خواهد بود. [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.split>`__]::
-
-    >>> import re
-
-    >>> string = 'Perl,Python,Ruby'
-    >>> pattern = ','
-
-    >>> result = re.split(pattern, string)
-
-    >>> type(result)
-    <class 'list'>
-
-    >>> result
-    ['Perl', 'Python', 'Ruby']
-
-    >>> re.split(pattern, string, maxsplit=1)
-    ['Perl', 'Python,Ruby']
-
-    >>> re.split(pattern, string, maxsplit=2)
-    ['Perl', 'Python', 'Ruby']
-
-اگر الگو شامل پرانتز یا همان گروهبندی معمولی باشد، خروجی تابع ``split`` شامل جداکننده‌ها نیز می‌باشد::
-
-    >>> re.split('(_)', 'Perl_Python_Ruby')
-    ['Perl', '_', 'Python', '_', 'Ruby']
-
-به نمونه کد پایین توجه نمایید::
-
-    >>> re.split('/', '/Perl/Python/Ruby/')
-    ['', 'Perl', 'Python', 'Ruby', '']
-
-    >>> re.split('(/)', '/Perl/Python/Ruby/')
-    ['', '/', 'Perl', '/', 'Python', '/', 'Ruby', '/', '']
-
-**همانطور که مشاهده می‌شود، خروجی شامل دو رشته خالی در ابتدا و انتها می‌باشد. در مواقعی که جداکننده (delimiter) در نقاط ابتدایی و پایانی متن قرار دارد می‌بایست بروز همچین نتیجه‌ای را پیش‌بینی نمایید.**
-
-
-چنانچه در مسئله شما قرار گرفتن جداکننده در خروجی مطلوب نیست می‌توانید از طرح non-capturing پرانتزها (درس قبل) استفاده کنید::
-
-    >>> re.split('(?:_)', 'Perl_Python_Ruby')
-    ['Perl', 'Python', 'Ruby']
-
-    >>> re.split('(?:/)', '/Perl/Python/Ruby/')
-    ['', 'Perl', 'Python', 'Ruby', '']
-
-
-
-|
-
-----
-
-:emoji-size:`😊` امیدوارم مفید بوده باشه
-
-
-
-
+.. role:: emoji-size
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس شانزدهم: ماژول re (عبارات باقاعده) پایتون
+
+
+.. _lesson-16:
+
+درس ۱۶: ماژول re (عبارات باقاعده) پایتون
+============================================================================
+
+.. figure:: /_static/pages/16-python-regex-re.jpg
+    :align: center
+    :alt: کتابخانه استاندارد پایتون: re
+    :class: page-image
+
+    Photo by `Markus Winkler <https://unsplash.com/photos/afW1hht0NSs>`__
+
+این درس در ادامه درس قبل «عبارات با قاعده یا Regular Expression» می‌باشد و به شرح برخی از تابع‌های کاربردی موجود در ماژول ``re`` از کتابخانه استاندارد زبان برنامه‌نویسی پایتون می‌پردازد. پیش از مطالعه این درس می‌بایست حتما درس قبل را نیز مطالعه کرده باشید.
+
+
+
+
+
+:emoji-size:`✔` سطح: متوسط
+
+----
+
+
+.. contents:: سرفصل‌ها
+    :depth: 2
+
+----
+
+
+.. _re-search-functions:
+
+توابع جستجو، ماژول ``re`` پایتون
+---------------------------------------
+
+توابع پرکاربرد ماژول ``re`` پایتون مرتبط با عمل جستجو در یک متن عبارتند از: 
+
+* ``search``
+* ``match``  
+* ``fullmatch``  
+* ``findall``  
+* ``finditer``  
+
+
+.. _re-search:
+
+تابع ``search``
+~~~~~~~~~~~~~~~~~~~~~~
+
+::
+
+   search(pattern, string, flags=0)
+
+تابع ``search`` به دنبال اولین انطباق pattern در string می‌گردد، در صورت موفقیت یک شی ``Match`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#match-objects>`__] و در غیر این صورت ``None`` برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.search>`__]::
+
+    >>> import re
+    >>> 
+    >>> match = re.search('Py...n', 'Python is great')
+    >>> 
+    >>> type(match)
+    <class 're.Match'>
+
+
+اجازه بدهید یادآوری کنیم که دو نمونه کد زیر عملکردی معادل یکدیگر دارند::
+
+
+    >>> pattern = re.compile('Py...n')
+    >>> match = pattern.search('Python is great')
+
+::
+
+    >>> match = re.search('Py...n', 'Python is great')
+
+
+
+.. _re-match-object:
+
+شی ``Match`` پایتون
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+
+::
+
+    >>> pattern = re.compile('Py...n')
+    >>> match = pattern.search('Python is great')
+    >>> 
+    >>> if match:
+    ...     print(match.group())
+    ... else:
+    ...     print("pattern not found")
+    ... 
+    Python
+    >>> 
+
+::
+
+    >>> dir(match)
+    ['__class__', '__copy__', '__deepcopy__', '__delattr__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__getitem__', '__gt__', '__hash__', '__init__', '__init_subclass__', '__le__', '__lt__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__setattr__', '__sizeof__', '__str__', '__subclasshook__', 'end', 'endpos', 'expand', 'group', 'groupdict', 'groups', 'lastgroup', 'lastindex', 'pos', 're', 'regs', 'span', 'start', 'string']
+
+در ادامه به بررسی برخی از متدهای مهم این شی می‌پردازیم:
+  
+
+ * ``Match.group`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.Match.group>`__]::
+
+     Match.group([group1, ...])
+
+  این متد از شی ``Match``، گروه (های) تطبیق داده شده بر اساس الگو مورد نظر را برمی‌گرداند. این متد می‌تواند یک یا چند آرگومان عددی دریافت کند که معرف اندیس گروه مورد نظر می‌باشد. در حالت فراخوانی بدون آرگومان تمامی گروه‌های تطبیق داده شده به صورت یک مقدار رشته برگردانده می‌شود و در صورتی تنها یک مقدار به آن ارسال گردد، گروه تطبیق داده شده متناظر با آن اندیس (شمارش اندیس‌ها از یک است) در قالب یک شی رشته برگردانده می‌شود و در صورتی که بیش از یک اندیس به عنوان آرگومان ارسال گردد یک شی توپِل محتوی گروه‌های تطبیق داده شده برگردانده خواهد شد. چنانچه آرگومان ارسالی عددی منفی باشد یا اندیسی بالاتر از تعداد گروه‌های تطبیق داده شده باشد، یک استثنا ``IndexError`` رخ خواهد داد::
+
+    >>> match = re.search("(\w+) (\w+)", "Isaac Newton, physicist") 
+    >>> match.group()        # The entire match
+    'Isaac Newton'
+    >>> match.group(0)       # The entire match
+    'Isaac Newton'
+    >>> match.group(1)       # The first parenthesized subgroup.
+    'Isaac'
+    >>> match.group(2)       # The second parenthesized subgroup.
+    'Newton'
+    >>> match.group(1, 2)    # Multiple arguments give us a tuple.
+    ('Isaac', 'Newton')
+
+    >>> match.group(3)
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+    IndexError: no such group
+    
+  فراخوانی بدون آرگومان (یا ارسال آرگومان صفر - مقدار پیش‌فرض) این متد، تمام متن تطبیق داده شده را برمی‌گرداند::
+  
+  
+    >>> pattern = re.compile('Py...n')
+    >>> match = pattern.search('Python is great')
+    >>> match.group()
+    'Python'
+    
+    >>> match.group(0)
+    'Python'
+
+
+
+  * ``Match.groups`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.Match.groups>`__]::
+
+       Match.groups(default=None)
+
+  این متد تمام گروه‌های تطبیق داده شده بر اساس الگو مورد نظر را در قالب یک شی توپِل برمی‌گرداند. این متد می‌تواند یک آرگومان بپذیرد که معرف مقدار پیش‌فرض برای جایگذاری گروه‌هایی است که در رشته ورودی تطبیق داده نشده‌اند، در حالت عادی (بدون ارسال آرگومان) این مقدار برابر با ``None`` است::
+
+    >>> match = re.search("(\d+)\.(\d+)", "24.1632")
+    >>> match.groups()
+    ('24', '1632')
+
+  ::
+
+       >>> match = re.search("(\d+)\.?(\d+)?", "24")
+       >>> match.groups()      # Second group defaults to None.
+       ('24', None)
+       >>> match.groups('0')   # Now, the second group defaults to '0'.
+       ('24', '0')
+       
+       
+  ::
+  
+      >>> pattern = re.compile('Py...n')  # The pattern is without grouping
+      >>> match = pattern.search('Python is great')
+      >>> match.groups()
+      ()
+
+
+  * ``Match.groupdict`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.Match.groupdict>`__]::
+
+      Match.groupdict(default=None)
+
+    این متد یک شی دیکشنری (dict) حاوی حاصل تطابق تمام گروه‌های بانام (Named Groups) موجود در الگو را برمی‌گرداند::
+
+
+      >>> import re
+
+      >>> match = re.search("(?P<first_name>\w+) (?P<last_name>\w+)", "Elvis Presley")
+      >>> match.groupdict()
+      {'first_name': 'Elvis', 'last_name': 'Presley'}
+
+      >>> match.group()
+      'Elvis Presley'
+      >>> match.group(1)
+      'Elvis'
+      >>> match.group(2)
+      'Presley'
+
+      >>> match.groups()
+      ('Elvis', 'Presley')
+
+    این متد نیز همانند متد ``groups`` یک پارامتر اختیاری دارد که در صورت ارسال آرگومان به آن به جای مقدار پیش‌فرض ``None`` برای حاصل عدم تطابق گروه‌های موجود در الگو قرار می‌گیرد::
+
+      >>> import re
+
+      >>> match = re.search("(?P<first_name>\w+) (?P<nick_name>`\w+`\s)?(?P<last_name>\w+)", "Elvis `The King` Presley")
+      >>> match.groupdict()
+      {'first_name': 'Elvis', 'nick_name': '`The King` ', 'last_name': 'Presley'}
+
+      >>> match = re.search("(?P<first_name>\w+) (?P<nick_name>`\w+`\s)?(?P<last_name>\w+)", "Elvis Presley")
+      >>> match.groupdict()
+      {'first_name': 'Elvis', 'nick_name': None, 'last_name': 'Presley'}
+
+      >>> match.groupdict("---") # or match.groupdict(default="---")
+      {'first_name': 'Elvis', 'nick_name': '---', 'last_name': 'Presley'}
+
+
+
+  * ``Match.expand`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.Match.expand>`__]::
+
+       Match.expand(template)
+
+    این متد حاصل انطباق را در قالب ``template`` جایگذاری کرده و یک شی رشته جدید برمی‌گرداند. قالب در اینجا یک رشته است که در آن می‌توان به حاصل انطباق گروهبندی‌های موجود در الگو ارجاع داد به این صورت کرد که می‌توان گروه‌های بی‌نام موجود در الگو را با استفاده از ارجاع عددی به شماره اندیس آن‌ها به مانند ``1\``، ``2\``  یا ``<g<1\`` و گروه‌های بانام را با استفاده از نام گروه به مانند ``<g<name\`` در قالب موجود جایگذاری کرد. Escape character‌های موجود در قالب به کاراکترهای مناسب خود در متن خروجی تبدیل می‌شوند و از **نسخه 3.5 پایتون** گروه‌هایی که هیچ انطباقی نداشته‌اند با هیچی (empty string) جایگذاری می‌شوند::
+
+        >>> import re
+
+        >>> match = re.search('(\w+),(\w+),(\w+)', 'Jazz,Rock,Pop')
+        >>> match.groups()
+        ('Jazz', 'Rock', 'Pop')
+        
+        >>> match.expand('-->\1---->\2------>\3') # Warning!!!
+        '-->\x01---->\x02------>\x03'
+
+        >>> match.expand('-->\\1---->\\2------>\\3')
+        '-->Jazz---->Rock------>Pop'
+
+        >>> match.expand(r'-->\1---->\2------>\3')
+        '-->Jazz---->Rock------>Pop'
+
+
+    ::
+
+          # \1, \2 and \3 are all valid escape characters
+
+          \1  # (U+0001 or 0x01) stands for the ascii start-of-heading character
+          \2  # (U+0002 or 0x02) stands for the ascii start-of-text character
+          \3  # (U+0003 or 0x03) stands for the ascii end-of-text character
+
+    .. note::
+        در نمونه کد بالا، خروجی نخستین استفاده از متد ``expand`` متناسب با انتظار نیست، دلیل هم مربوط به وجود کاراکترهایی با ``\`` است (escape characters) که باعث بروز اخلال در تحلیل رشته قالب شده است. بهتر است همیشه در این مواقع از قوانین **raw string** پیروی نماییم: استفاده از ``\\`` به جای ``\`` (همانند ``n\\``) یا قرار دادن یک کاراکتر ``r`` یا ``R`` در ابتدای رشته (همانند ``'r'\n``). در این صورت کاراکترهایی همچون newline یا ``n\`` در رشته، معنای خود را از دست می‌دهند. (یادآوری از درس هفتم)
+
+        در واقع مفسر پایتون پیش از قراردادن متن مورد نظر ما در قالب یک شی رشته (string) در حافظه (memory) آن را تحلیل و مقادیر متناسب با کاراکترهای ``\`` را در آن جایگذاری می‌کند که این کار ممکن است در هنگام استفاده ماژول ``re`` از آن شی رشته اخلال ایجاد کند. استفاده از **raw string**  باعث می‌شود مفسر پایتون متن مورد نظر را بدون تغییر در حافطه قرار دهد.
+
+
+    .. tip::
+        بلای Backslash [`اسناد پایتون <https://docs.python.org/3/howto/regex.html#the-backslash-plague>`__] 
+
+        همیشه در هنگام کار با RegEx (نه فقط در زبان پایتون!) مواظب escape characters یا همان backslash characters باشید. تا این لحظه برای جلوگیری از پیچیدگی در مثال‌های ارائه شده مبحث RegEx از قرار دادن **raw string** صرف نظر شده بود اما از آنجا که الگوهای RegEx پر از ``\`` است همواره می‌بایست به لزوم استفاده از **raw string** فکر کنیم.
+
+    ::
+
+           >>> match = re.search(r'(?P<num>\d+)', 'Top 100 songs')
+           >>> match.group(1)
+           '100'
+
+           >>> match.expand(r'--- \g<num> ---')
+           '--- 100 ---'
+           >>> match.expand(r'--- \g<1> ---')
+           '--- 100 ---'
+
+
+
+
+  * ``Match.start([group])`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.Match.start>`__]    ``Match.end([group])`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.Match.end>`__]
+
+  متن رشته خروجی (تطبیق یافته بر اساس الگو مورد نظر) را در نظر بگیرید، متد ``start`` اندیس شروع این متن از رشته ورودی و متد ``end``  اندیس نقطه پایان را برمی‌گرداند. این دو متد می‌توانند یک آرگومان اختیاری نیز دریافت کنند که معرف اندیس یک گروه مشخص در الگو می‌باشد، با ارسال این آرگومان نتایج بر اساس تکه متن تطبیق داده شده با آن گروه برگردانده خواهد شد::
+
+    >>> email = "tony@tiremove_thisger.net"
+    >>> match = re.search("remove_this", email)
+    >>> match.start()
+    7
+    >>> match.end()
+    18
+    >>> email[match.start() : match.end()]
+    'remove_this'
+    >>> email[:match.start()] + email[match.end():]
+    'tony@tiger.net'
+
+  ::
+
+       >>> match = re.search(r"(\d+)\.(\d+)", "24.1632")
+
+       >>> match.start()
+       0
+       >>> match.end()
+       7
+
+       >>> match.start(1)
+       0
+       >>> match.end(1)
+       2
+
+       >>> match.start(2)
+       3
+       >>> match.end(2)
+       7
+       >>> 
+
+
+  * ``Match.span([group])`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.Match.span>`__]
+
+  این متد یک شی توپِل دوتایی از خروجی دو متد ``start``  و ``end``  را بر می‌گرداند و همانند آنها نیز یک آرگومان اختیاری دارد - نمونه خروجی::
+
+    (m.start(group), m.end(group))
+
+  ::
+
+    >>> match = re.search(r"(\d+)\.(\d+)", "24.1632")
+    >>> match.span()
+    (0, 7)
+    >>> match.span(1)
+    (0, 2)
+    >>> match.span(2)
+    (3, 7)
+    >>> match.span(3)
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+    IndexError: no such group
+
+  * ``Match.re`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.Match.re>`__]    ``Match.string`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.Match.string>`__]
+
+  این دو متغیر به ترتیب حاوی  شی RegEx الگو و متن مورد نظر جهت انجام عملیات تطابق خواهند بود::
+
+    >>> email = "tony@tiremove_thisger.net"
+    >>> match = re.search("remove_this", email)
+
+    >>> match.re
+    re.compile('remove_this')
+
+    >>> match.string
+    'tony@tiremove_thisger.net'
+
+    >>> match.string[match.start() : match.end()]
+    'remove_this'
+
+  ::
+
+       >>> match = re.search(r"(\d+)\.(\d+)", "24.1632")
+
+       >>> match.re
+       re.compile('(\\d+)\\.(\\d+)')
+
+       >>> match.string
+       '24.1632'
+
+.. _re-match:
+
+تابع ``match``
+~~~~~~~~~~~~~~~~~~~~~~
+
+::
+
+     match(pattern, string, flags=0)
+
+تابع ``match`` از ابتدای string انطباق pattern را انجام می‌دهد، در صورت موفقیت یک شی ``Match`` و در غیر این صورت ``None`` برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.match>`__]::
+
+    >>> import re
+
+    >>> match = re.match(r'\d+', '123@USERNAME')
+    >>> print(match)
+    <re.Match object; span=(0, 3), match='123'>
+
+    >>> match = re.match(r'\d+', 'USERNAME@123')
+    >>> print(match)
+    None
+
+
+    >>> match = re.search(r'\d+', '123@USERNAME')
+    >>> print(match)
+    <re.Match object; span=(0, 3), match='123'>
+
+    >>> match = re.search(r'\d+', 'USERNAME@123')
+    >>> print(match)
+    <re.Match object; span=(9, 12), match='123'>
+
+
+.. tip::
+
+  تفاوت دو تابع ``match`` و ``search`` [`اسناد پایتون <https://docs.python.org/3/library/re.html#search-vs-match>`__]:
+
+  هنگام استفاده از تابع ``match``، از همان ابتدای متن مورد نظر، می‌بایست تطابق با الگو صورت پذیرد (حتی در متن‌های چند سطری) ولی تابع ``search`` انجام انطباق را در هر جایی از متن دنبال می‌کند.
+
+  هنگام استفاده از نشانه ``re.MULTILINE`` در تابع ``search``، کاراکتر ``^`` در الگو از معنای **ابتدای متن** به معنای **ابتدای هر سطر** تغییر می‌کند (درس قبل) ولی از نظر تابع ``match`` وجود کاراکتر ``^`` در الگو همواره به معنی ابتدای متن می‌باشد (نه هر سطر)::
+
+      >>> import re
+      >>> string = 'Perl\nPython\nRuby'  # 3 lines
+
+      >>> match = re.search('^Perl', string)
+      >>> print(match)
+      <re.Match object; span=(0, 4), match='Perl'>
+
+      >>> match = re.search('^Python', string)
+      >>> print(match)
+      None
+
+      >>> match = re.search('^Python', string, re.MULTILINE)
+      >>> print(match)
+      <re.Match object; span=(5, 11), match='Python'>
+
+
+      >>> match = re.match('^Perl', string)
+      >>> print(match)
+      <re.Match object; span=(0, 4), match='Perl'>
+
+      >>> match = re.match('^Python', string, re.MULTILINE)
+      >>> print(match)
+      None
+
+
+اجازه بدهید یادآوری کنیم که دو نمونه کد زیر عملکردی معادل یکدیگر دارند::
+
+
+    >>> pattern = re.compile('Py...n')
+    >>> match = pattern.match('Python is great')
+
+::
+
+    >>> match = re.match('Py...n', 'Python is great')
+
+.. _re-fullmatch:
+
+تابع ``fullmatch``
+~~~~~~~~~~~~~~~~~~~~~~
+
+::
+
+    fullmatch(pattern, string, flags=0)
+
+این تابع (``fullmatch``) چنانچه تمام string با pattern انطباق داشته باشد یک شی ``Match`` و در غیر این صورت ``None`` برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.fullmatch>`__] - این تابع از **پایتون نسخه 3.4** به بعد در دسترس است::
+
+    >>> import re  # Python >= 3.4
+
+    >>> match = re.fullmatch(r'\d+', '123@USERNAME')
+    >>> print(match)
+    None
+
+    >>> match = re.fullmatch(r'\d+', '123')
+    >>> print(match)
+    <re.Match object; span=(0, 3), match='123'>
+
+**عملکرد نمونه کدهای زیر برابر هم هستند - به الگو و نام توابع توجه نمایید**::
+
+    >>> match = re.search(r'^\d+$', '123')
+    >>> print(match)
+    <re.Match object; span=(0, 3), match='123'>
+
+    >>> match = re.match(r'\d+$', '123')
+    >>> print(match)
+    <re.Match object; span=(0, 3), match='123'>
+
+    >>> match = re.fullmatch(r'\d+', '123')
+    >>> print(match)
+    <re.Match object; span=(0, 3), match='123'>
+
+
+همچنین باید یادآوری کنیم که دو نمونه کد زیر عملکردی معادل یکدیگر دارند::
+
+
+    >>> pattern = re.compile('Py...n')
+    >>> match = pattern.fullmatch('Python')
+
+::
+
+    >>> match = re.fullmatch('Py...n', 'Python')
+
+
+.. _re-findall:
+
+تابع ``findall``
+~~~~~~~~~~~~~~~~~~~~~~
+
+
+::
+
+     findall(pattern, string, flags=0)
+
+این تابع (``findall``) حاصل تمام انطباق‌های ممکن pattern در string را در قالب یک لیست از رشته‌ها (نتایج) برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.findall>`__]::
+
+    >>> import re
+
+    >>> string = "My number is 123456789 and my friend's number is 987654321"
+    >>> results = re.findall(r'\d+', string)
+
+    >>> type(results)
+    <class 'list'>
+
+    >>> print(results)
+    ['123456789', '987654321']
+
+تابع ``findall`` از سمت چپ string شروع به دنبال انطباق pattern در آن می‌گردد و نتایج را به ترتیب برمی‌گرداند. اگر الگو (pattern) شامل گروه باشد فقط نتایج مربوط به انطباق گروه را برمی‌گرداند و نه تمام الگو را::
+
+    >>> results = re.findall(r'#(\w+)#', '#Perl#.#Python#.#Ruby#')
+    >>> print(results)
+    ['Perl', 'Python', 'Ruby']
+
+    >>> results = re.findall(r'#\w+#', '#Perl#.#Python#.#Ruby#')
+    >>> print(results)
+    ['#Perl#', '#Python#', '#Ruby#']
+
+چنانچه الگو شامل بیش از یک گروه باشد، خروجی تابع ``findall`` برابر است با یک لیست از توپِل‌ها که هر توپِل، حاصل یک دور انطباق است::
+
+     >>> results = re.findall(r'(\w+)@(\d+)', 'Perl@1987,Python@1991,Ruby@1995')
+     >>> print(results)
+     [('Perl', '1987'), ('Python', '1991'), ('Ruby', '1995')]
+
+
+یادآوری می‌شود که دو نمونه کد زیر عملکردی معادل یکدیگر دارند::
+
+
+    >>> pattern = re.compile('Py...n')
+    >>> results = pattern.findall('PythonPythonPython')
+
+::
+
+    >>> results = re.findall('Py...n', 'PythonPythonPython')
+
+.. _re-finditer:
+
+تابع ``finditer``
+~~~~~~~~~~~~~~~~~~~~~~
+
+:: 
+
+    finditer(pattern, string, flags=0)
+
+خروجی این تابع (``finditer``) یک شی ``iterator`` (شی تکرارکننده - درس نهم) است و حاصل هر بار پیمایش آن یک شی ``Match`` می‌باشد که همانند تابع ``findall`` از سمت چپ string شروع به دنبال انطباق pattern در آن می‌گردد و نتایج را به ترتیب برمی‌گرداند. [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.finditer>`__]::
+
+    >>> import re
+
+    >>> string = "My number is 123456789 and my friend's number is 987654321"
+    >>> result = re.finditer(r'\d+', string)
+
+    >>> type(result)
+    <class 'callable_iterator'>
+
+    >>> result.__next__()
+    <re.Match object; span=(13, 22), match='123456789'>
+
+    >>> result.__next__()
+    <re.Match object; span=(49, 58), match='987654321'>
+
+    >>> result.__next__()
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+    StopIteration
+
+::
+
+       >>> for match in re.finditer(r'#(\w+)#', '#Perl#.#Python#.#Ruby#'):
+       ...     print(match)
+       ... 
+       <re.Match object; span=(0, 6), match='#Perl#'>
+       <re.Match object; span=(7, 15), match='#Python#'>
+       <re.Match object; span=(16, 22), match='#Ruby#'>
+
+
+       >>> for match in re.finditer(r'#\w+#', '#Perl#.#Python#.#Ruby#'):
+       ...     print(match)
+       ... 
+       <re.Match object; span=(0, 6), match='#Perl#'>
+       <re.Match object; span=(7, 15), match='#Python#'>
+       <re.Match object; span=(16, 22), match='#Ruby#'>
+
+::
+
+          >>> for match in re.finditer(r'(\w+)@(\d+)', 'Perl@1987,Python@1991,Ruby@1995'):
+         ...     print(match)
+         ... 
+         <re.Match object; span=(0, 9), match='Perl@1987'>
+         <re.Match object; span=(10, 21), match='Python@1991'>
+         <re.Match object; span=(22, 31), match='Ruby@1995'>
+
+
+یادآوری می‌شود که دو نمونه کد زیر عملکردی معادل یکدیگر دارند::
+
+
+    >>> pattern = re.compile('Py...n')
+    >>> result = pattern.finditer('PythonPythonPython')
+
+::
+
+    >>> result = re.finditer('Py...n', 'PythonPythonPython')
+
+
+.. _re-replace-methods:
+
+توابع جایگزینی، ماژول ``re`` پایتون
+---------------------------------------
+
+توابع پرکاربرد ماژول ``re`` پایتون مرتبط با عمل جایگزینی (replace) یک متن عبارتند از: 
+
+* ``sub``
+* ``subn``  
+
+
+.. _re-sub:
+
+تابع ``sub``
+~~~~~~~~~~~~~~~~~~~~~~
+
+
+::
+
+    sub(pattern, repl, string, count=0, flags=0)
+
+این تابع (``sub``) حاصل انطباق‌های ممکن pattern در string را در repl جایگذاری می‌کند. این تابع همچنین دو پارامتر اختیاری دارد (flags و count)، پیش‌تر در مورد flags صحبت کردیم (که از نسخه 3.1 پایتون به این تابع اضافه شده است) و count نیز بیانگر ماکزیمم تعداد انطباقی است که می‌خواهیم در repl جایگذاری شود - این مقدار می‌بایست یک عدد مثبت باشد و مقدار صفر (مقدار پیش‌فرض) برای آن به معنی هر تعداد (نامحدود) خواهد بود. پارامتر repl در این تابع می‌تواند از نوع رشته یا تابع باشد، ابتدا حالت رشته را بررسی می‌کنیم [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.sub>`__]::
+
+     >>> import re
+
+     >>> string = 'Perl@1987,Python@1991,Ruby@1995'
+     >>> repl = ' - '
+     >>> pattern = r'@\d+,?'
+
+     >>> result = re.sub(pattern, repl, string)
+
+     >>> type(result)
+     <class 'str'>
+
+     >>> print(result)
+     Perl - Python - Ruby - 
+
+     >>> result = re.sub(pattern, repl, string, 2) #  count=2
+     >>> print(result)
+     Perl - Python - Ruby@1995
+
+     >>> result = re.sub(pattern, repl, string, 1) #  count=1
+     >>> print(result)
+     Perl - Python@1991,Ruby@1995
+
+متد ``expand`` از شی Match که در ابتدای این درس مطرح شد را بیاد بیاورید، بدیهی است که pattern می‌تواند شامل گروهبندی نیز باشد، در این شرایط آنچه از قوانین موجود در پارامتر template متد ``expand`` گفته شد در repl (در حالتی که یک شی رشته است) نیز صدق می‌کند::
+
+     >>> result = re.sub(r'(\w+),(\w+),(\w+)', r'(\1) (\2) (\3)', 'Jazz,Rock,Pop')
+     >>> print(result)
+     (Jazz) (Rock) (Pop)
+
+     >>> re.sub(r'(\w+),(\w+),(\w+)', r'(\g<1>) (\g<2>) (\g<3>)', 'Jazz,Rock,Pop')
+     '(Jazz) (Rock) (Pop)'
+
+
+::
+
+      >>> re.sub(r'(?P<num>\d+)', r'#\g<num>#', 'Top 100 songs')
+      'Top #100# songs'
+
+به مثالی دیگر توجه نمایید::
+
+    >>> re.sub('x*', '-', 'abc@123,456')
+    '-a-b-c-@-1-2-3-,-4-5-6-'
+
+الگو مورد استفاده برای متن مثال بالا یک Zero-length Match است (درس قبل) - [`regex101@ تست آنلاین <https://regex101.com/r/n0I6JU/1>`__] 
+
+
+.. tip::
+  
+  چنانچه تابع ``sub`` هیچ انطباقی از pattern در string پیدا نکند، مقدار string را بدون تغییر برمی‌گرداند::
+
+       >>> re.sub(r'\d', '-', 'abc@xyz') #  Without matching
+       'abc@xyz'
+
+       >>> re.sub(r'\d', '-', 'abc@123')
+       'abc@---'
+
+
+گفتیم پارامتر repl در این تابع می‌تواند از نوع تابع باشد. در این صورت ``sub`` در هر بار انطباق تابع ``repl`` را فراخوانی می‌کند و شی ``Match`` مربوط را به آن ارسال می‌کند::
+
+     >>> import re
+
+     >>> def mask_numbers(match):
+     ...     string = match.group(0)  # The matching string
+     ...
+     ...     # string.isdigit() returns True if all characters in string are digits
+     ...     if string.isdigit():
+     ...         return '_' * len(string)
+     ...     else:
+     ...         return string
+     ... 
+     >>> 
+
+     >>> re.sub(r'\w+', mask_numbers, 'Perl.1987.Python.1991.Ruby.1995')
+     'Perl.____.Python.____.Ruby.____'
+
+     >>> re.sub(r'\w+', mask_numbers, 'My ID is 123.45679 and your ID is 98521.2')
+     'My ID is ___._____ and your ID is _____._'
+
+
+::
+
+    >>> re.sub(r'\d+', lambda match : '_' * len(match.group(0)), 'Perl.1987.Python.1991.Ruby.1995')
+    'Perl.____.Python.____.Ruby.____'
+
+    >>> re.sub(r'\d+', lambda match : '_' * len(match.group(0)), 'My ID is 123.45679 and your ID is 98521.2')
+    'My ID is ___._____ and your ID is _____._'
+
+*lambda در درس سیزدهم بررسی شده است.*
+
+
+
+یادآوری می‌شود که دو نمونه کد زیر عملکردی معادل یکدیگر دارند::
+
+
+    >>> pattern = re.compile('Py...n')
+    >>> result = pattern.sub('*', 'PythonPythonPython')
+
+::
+
+    >>> result = re.sub('Py...n', '*', 'PythonPythonPython')
+
+
+.. _re-subn:
+
+تابع ``subn``
+~~~~~~~~~~~~~~~~~~~~~~
+
+::
+
+    subn(pattern, repl, string, count=0, flags=0)
+
+عملکرد این تابع (``subn``) همانند تابع ``sub`` است. تنها تفاوت در خروجی آن‌هاست، تابع ``subn`` یک شی توپِل محتوی نتیجه و تعداد عملیات جایگذاری را برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.subn>`__]::
+
+    >>> import re
+
+    >>> string = 'Perl@1987,Python@1991,Ruby@1995'
+    >>> repl = ' - '
+    >>> pattern = r'@\d+,?'
+
+    >>> result = re.subn(pattern, repl, string)
+
+    >>> type(result)
+    <class 'tuple'>
+
+    >>> result
+    ('Perl - Python - Ruby - ', 3)
+
+    >>> re.subn(pattern, repl, string, count=2)
+    ('Perl - Python - Ruby@1995', 2)
+
+    >>> re.subn(pattern, repl, string, count=1)
+    ('Perl - Python@1991,Ruby@1995', 1)
+
+
+.. _re-split-methods:
+
+توابع جداسازی، ماژول ``re`` پایتون
+---------------------------------------
+
+توابع پرکاربرد ماژول ``re`` پایتون مرتبط با عمل جداسازی بخش (هایی) از متن عبارتند از: 
+
+* ``split``
+
+
+.. _re-split:
+
+
+تابع ``split``
+~~~~~~~~~~~~~~~~~~~~~~
+
+::
+
+   split(pattern, string, maxsplit=0, flags=0)
+
+این تابع (``split``) محتوای متن string را بر اساس الگو pattern جدا (split) می‌کند و خروجی آن یک شی لیست از رشته‌ها خواهد بود. این تابع همچنین علاوه بر پارامتر flags (که از نسخه 3.1 پایتون به این تابع اضافه شده است) یک پارامتر اختیاری دیگر نیز با نام maxsplit دارد که تعیین کننده ماکزیمم تعداد جداسازی خواهد بود - این مقدار می‌بایست یک عدد مثبت باشد و مقدار صفر (مقدار پیش‌فرض) برای آن به معنی هر تعداد (نامحدود) خواهد بود. [`اسناد پایتون <https://docs.python.org/3/library/re.html#re.split>`__]::
+
+    >>> import re
+
+    >>> string = 'Perl,Python,Ruby'
+    >>> pattern = ','
+
+    >>> result = re.split(pattern, string)
+
+    >>> type(result)
+    <class 'list'>
+
+    >>> result
+    ['Perl', 'Python', 'Ruby']
+
+    >>> re.split(pattern, string, maxsplit=1)
+    ['Perl', 'Python,Ruby']
+
+    >>> re.split(pattern, string, maxsplit=2)
+    ['Perl', 'Python', 'Ruby']
+
+اگر الگو شامل پرانتز یا همان گروهبندی معمولی باشد، خروجی تابع ``split`` شامل جداکننده‌ها نیز می‌باشد::
+
+    >>> re.split('(_)', 'Perl_Python_Ruby')
+    ['Perl', '_', 'Python', '_', 'Ruby']
+
+به نمونه کد پایین توجه نمایید::
+
+    >>> re.split('/', '/Perl/Python/Ruby/')
+    ['', 'Perl', 'Python', 'Ruby', '']
+
+    >>> re.split('(/)', '/Perl/Python/Ruby/')
+    ['', '/', 'Perl', '/', 'Python', '/', 'Ruby', '/', '']
+
+**همانطور که مشاهده می‌شود، خروجی شامل دو رشته خالی در ابتدا و انتها می‌باشد. در مواقعی که جداکننده (delimiter) در نقاط ابتدایی و پایانی متن قرار دارد می‌بایست بروز همچین نتیجه‌ای را پیش‌بینی نمایید.**
+
+
+چنانچه در مسئله شما قرار گرفتن جداکننده در خروجی مطلوب نیست می‌توانید از طرح non-capturing پرانتزها (درس قبل) استفاده کنید::
+
+    >>> re.split('(?:_)', 'Perl_Python_Ruby')
+    ['Perl', 'Python', 'Ruby']
+
+    >>> re.split('(?:/)', '/Perl/Python/Ruby/')
+    ['', 'Perl', 'Python', 'Ruby', '']
+
+
+
+|
+
+----
+
+:emoji-size:`😊` امیدوارم مفید بوده باشه
+
+
+
+
diff --git a/source/lessons/l17-object-oriented-programming-with-python.rst b/source/lessons/l17-object-oriented-programming-with-python.rst
index e0187d4..59f094b 100644
--- a/source/lessons/l17-object-oriented-programming-with-python.rst
+++ b/source/lessons/l17-object-oriented-programming-with-python.rst
@@ -1,820 +1,820 @@
-.. role:: emoji-size
-
-.. meta::
-   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس هفدهم: شی گرایی (OOP) در پایتون: تعریف کلاس و ایجاد شی
-
-
-.. _lesson-17: 
-
-درس ۱۷: شی گرایی (OOP) در پایتون: تعریف کلاس و ایجاد شی
-============================================================================
-
-.. figure:: /_static/pages/17-python-object-oriented-programming-class-object.jpg
-    :align: center
-    :alt: شی گرایی (OOP) در پایتون: تعریف کلاس و ایجاد شی
-    :class: page-image
-
-    Photo by `Sarah Kilian <https://unsplash.com/photos/aObrctw3B7o>`__
-
-پیش‌تر مفهوم شی‌گرایی شرح داده شده است (درس پنجم). در این درس می‌خواهیم به بررسی چگونگی پیاده‌سازی این مفهوم در زبان برنامه نویسی پایتون بپردازیم. هنگام نگارش این درس فرض بر این بوده است که خوانندگان دروس پیش، بخصوص درس پنجم و دروس مربوط به توابع را مطالعه کرده‌اند.
-
-این درس بر ارائه تعاریف مربوط به کلاس (Class) و شی (Object) از مفاهیم شی‌گرایی حاکم در زبان برنامه‌نویسی پایتون تمرکز دارد و مفاهیم باقی مانده در دروس آتی ارائه خواهند شد.
-
-
-:emoji-size:`✔` سطح: متوسط
-
-----
-
-
-.. contents:: سرفصل‌ها
-    :depth: 2
-
-----
-
-
-.. _oop: 
-
-برنامه‌نویسی شی گرا (Object-Oriented Programming)
-----------------------------------------------------------------------------------------------------
-
-همان‌طور که پیش‌تر نیز گفته شده است، پایتون یک زبان برنامه‌نویسی چند الگویی (multi-paradigm) است و از الگوهای مختلفی از جمله شی گرایی پشتیبانی می‌کند. شی گرایی یک الگوی برنامه‌نویسی یا روشی برای طراحی کدهای برنامه است. 
-
-در این شیوه، کدهای برنامه در قالب موجودیت‌های کوچکی به نام **کلاس (Class)** به وجود می‌آیند. کلاس‌ها چیزی نیستند جز ابزاری که توسط آن می‌توان داده‌ها و عملیات مرتبط با یکدیگر را در یک دسته و جدا از سایر بخش‌های کد قرار داد. با کمک کلاس‌ها رفتار و عملکرد هر تکه از کد مشخص است و با سایر بخش‌های کد تداخل پیدا نمی‌کند. ایجاد یک کلاس به معنی ایجاد یک **نوع (Type)** جدید در برنامه می‌باشد که می‌توان چندین **شی (Object)** یا **نمونه (Instance)**  از آن نوع ایجاد کرد. یک برنامه شی‌گرا حاصل ارتباط و تعامل اشیا مختلف ایجاد شده در آن است.
-
-مفاهیم زیادی از پایتون تا پیش از این درس مطرح شده است، باید بدانیم که تمام آن‌ها از پیاده‌سازی شی گرا پیروی می‌کردند. هر چیزی در پایتون یک شی است. انواع داده مانند اعداد، رشته، لیست یا دیکشنری همگی شی بودند - نمونه‌هایی که از کلاس‌های مربوط به خود ایجاد شده‌اند. حتی تعریف تابع نیز به معنی ایجاد یک شی از کلاس متناطر آن بوده است. اما حالا می‌خواهیم نوع یا کلاس‌های مورد نظر خودمان را در برنامه ایجاد و اشیایی از این کلاس‌ها نمونه سازی کنیم. در ادامه به شرح این روند خواهیم پرداخت.
-
-
-.. _python-defining-class: 
-
-تعریف کلاس (Class)
---------------------------------------------------------
-
-در پایتون برای تعریف کلاس از کلمه کلیدی ``class`` استفاده می‌گردد؛ همانند الگو پایین::
-
-    class ClassName:
-        <statement-1>
-        .
-        .
-        .
-        <statement-N>
-
-کلمه کلیدی تعریف کلاس - ``class`` - یک دستور اجراپذیر (Executable Statement) است، همانند دستور ``def`` برای توابع. یک کلاس پیش از اجرای دستور خود هیچ تاثیری در برنامه ندارد. این شرایط سبب می‌شود که حتی بتوان یک کلاس را در میان بدنه دستور شرط (``if``) یا درون بدنه یک تابع تعریف کرد.
-
-بعد از کلمه کلیدی ``class`` نام کلاس (به دلخواه کاربر) نوشته می‌شود. سطر نخست تعریف مانند تمام دستورات مرکب (Compound) که به صورت معمول در چند سطر نوشته می‌شوند و سرآیند دارند، به کاراکتر ``:`` ختم می‌شود. از سطر دوم با رعایت یکنواخت تورفتگی دستورات بدنه کلاس نوشته می‌شوند::
-    
-    >>> class MyClassName:
-    ...     pass
-    ... 
-    >>> 
-    
-    >>> type(MyClassName)
-    <class 'type'>
-
-هر چیزی در  پایتون یک شی است. حتی کلاس‌ها، با اجرای دستور تعریف کلاس، یک شی از نوع ``type`` در حافظه ایجاد می‌گردد و از نام کلاس برای اشاره به آن شی استفاده می‌شود.
-
-.. tip:: 
-    پیشنهاد `PEP 8 <http://www.python.org/dev/peps/pep-0008>`__: برای نوشتن نام کلاس از شیوه CapitalizedWords استفاده شود.
-
-
-.. tip:: 
-  کلاس‌ها نیز همانند توابع حوزه (Scope) خود را دارند - درس دوازدهم. با  تعریف هر کلاس یک حوزه محلی جدید در برنامه پایتونی تعریف می‌گردد.
-
-.. tip:: 
-  یک کلاس، تعریف کننده صفات (ویژگی‌ها) - که به عنوان Attribute شناخته می‌شوند - و رفتار‌های (عملیات) - که به عنوان Method شناخته می‌شوند - اشیایی است که از آن ایجاد خواهد شد. در واقع نام کلاس معرف نوع (Type) اشیای خود است.
-
-
-  به بیانی ساده‌تر، هر کلاس می‌تواند شامل تعدادی تابع  و متغیر در داخل بدنه خود باشد. که به متغیرها: Attribute و به توابع: Method گفته می‌شود. هر یک از این Attributeها و Methodها انواعی دارند که در ادامه شرح داده خواهد شد.
-
-توجه داشته باشید که تعریف‌هایی با سینتکس زیر نیز از کلاس در زبان برنامه‌نویسی پایتون صحیح می‌باشند. به طور کلی «پرانتر» در جلوی نام کلاس، زمانی قرار می‌گیرد که قصد پیاده‌سازی مفهوم وراثت (درس بعد) را داشته باشیم، در غیر این صورت نیازی به قرار دادن پرانتز نمی‌باشد::
-
-    >>> class DerivedClassName(BaseClassName):
-    ...     pass
-    ... 
-    >>> 
-
-::
-
-    >>> class MyClassName():
-    ...     pass
-    ... 
-    >>> 
-
-
-.. _python-instantiation: 
-
-نمونه‌سازی (Instantiation)
---------------------------------------------------------
-
-به عملیات ایجاد یک شی از کلاس، **نمونه‌سازی (Instantiation)** گفته می‌شود. کلاس چیزی جز تکه کدی نوشته شده نیست و جایی در حافظه ندارد، این اشیا ایجاد شده از کلاس هستند که در حافظه (Memory) قرار می‌گیرند. نمونه‌سازی از یک کلاس در زبان پایتون به صورت زیر انجام می‌شود::
-
-    >>> class Sample:
-    ...     pass
-    ... 
-    >>> 
-
-    >>> sample_object = Sample()  # Instantiation
-
-    >>> type(sample_object)
-    <class '__main__.Sample'>
-
-در زبان برنامه‌نویسی پایتون با فراخوانی نام کلاس - همچون فراخوانی یک تابع - یک شی از آن کلاس ایجاد می‌گرد. 
-
-از هر کلاس می‌توان بی‌نهایت نمونه‌سازی داشت. هر شی از یک کلاس، حوزه (Scope) مخصوص به خود را دارد که جدا از دیگر اشیا آن کلاس خواهد بود. بنابراین اشیا هر کلاس کاملا مستقل و ایزوله (isolated) از یکدیگر هستند. 
-
-
-::
-
-    >>> class Sample:
-   ...     pass
-   ... 
-   >>>
-   >>> obj_1 = Sample()
-   >>> obj_2 = Sample()
-
-   >>> id(obj_1)
-   139936512966840
-   >>> id(obj_2)
-   139936512967008
-
-همانطور که از خروجی تابع آماده (built-in) ``id`` نیز مشخص است  [`اسناد پایتون <https://docs.python.org/3/library/functions.html#id>`__] هر شی جدید از کلاس، identity یا هویتی مستقل از دیگر اشیا داشته و در مکانی جداگانه از حافظه قرار داده شده است.
-
-::
-
-   >>> class Sample:
-   ...     pass
-   ... 
-   >>> obj = Sample()
-
-
-   >>> type(obj)
-   <class '__main__.Sample'>
-
-   >>> type(obj) == Sample
-   True
-
-
-   >>> isinstance(obj, Sample)
-   True
-
-در زبان پایتون دو شیوه رایج برای بررسی نوع یک شی وجود دارد. یک راه استفاده از تابع آماده (built-in) ``type`` است [`اسناد پایتون <https://docs.python.org/3/library/functions.html#type>`__] که پیش‌تر از آن استفاده می‌کردیم و راه دیگر استفاده از تابع آماده (built-in) ``isinstance`` می‌باشد [`اسناد پایتون <https://docs.python.org/3/library/functions.html#isinstance>`__] این تابع دو آرگومان می‌پذیرد که به ترتیب شی و نوع مورد نظر هستند، در صورتی که شی از  نوع دریافت شده باشد، مقدار ``True`` و در غیر این صورت ``False`` برمی‌گرداند.
-
-
-
-.. _python-oop-constructor: 
-
-سازنده (Constructor)
-~~~~~~~~~~~~~~~~~~~~~~~~~
-
-در مبحث شی‌گرایی، هنگام ساخت یک شی (ایجاد یک نمونه جدید)، به صورت خودکار یک متد از داخل کلاس مورد نظر فراخوانی می‌شود. به این متد، **سازنده (Constructor)** گفته می‌شود. فراخوانی خودکار این متد به برنامه‌نویس این امکان را می‌دهد که در صورت تمایل بتواند چگونگی ایجاد شی جدید  را مدیریت یا در همان هنگام ساخت، شخصی‌سازی نماید. 
-
-از طرفی هر کلاس در زبان برنامه‌نویسی پایتون شامل یک سری متد خاص می‌باشد که نام تمام آن‌ها با دو کاراکتر خط‌زیرین (Underscore or Underline ``_``) شروع و نیز پایان می‌یابد همانند: ``__init__`` - در کامیونیتی پایتون به دو کاراکتر خط‌زیرین در کنار هم به اصطلاح **Dunder** (Double underscores) گفته می‌شود - به این متدهای خاص در پایتون به اصطلاح Special Methods ،Dunder Methods یا Magic Methods گفته می‌شود. [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#basic-customization>`__] باید توجه داشت که تمام این متدها یک پیاده‌سازی پیش‌فرض در پایتون دارند و الزامی برای پیاده‌سازی از طرف برنامه‌نویس وجود ندارد.
-
-در فرآیند نمونه‌سازی از یک کلاس پایتون، به ترتیب دو متد خاص درگیر هستند: ``__new__`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__new__>`__] و ``__init__`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__init__>`__]
-
-
-متد ``__new__`` در زمان ایجاد شی و دقیقا برای ایجاد شی فراخوانی می‌شود، خروجی این متد یک شی جدید از آن کلاس می‌باشد. این متد از نوع Static Method است - *در بخش بعدی شرح داده خواهد شد* -  نخستین پارامتر این متد ،کلاسی است که قرار است از آن یک شی ایجاد گردد و پارامترهای دیگر که می‌توانند حاوی مقادیری باشند که در زمان نمونه‌سازی ارسال شده است.
-
-متد ``__init__`` بلافاصله پس از اینکه شی جدید توسط متد ``__new__`` ایجاد گردید و درست قبل از اینکه شی جدید از متد ``__new__``  بازگردانده شود (returned)، فراخوانی می‌گردد. این متد از نوع Instance Method است - *در بخش بعدی شرح داده خواهد شد* - و بنابراین نخستین پارامتر این متد شی جاری است (همان شی‌ای که توسط ``__new__``  ایجاد گردیده است) و پارامترهای دیگر که برنامه‌نویس در زمان نمونه‌سازی جهت مقدار دهی در شی ارسال می‌کند - توجه داشته باشید که این متد خروجی ندارد (بدون دستور return یا بهتر بگوییم خروجی آن None است) و شی جدید حاصل خروجی متد ``__new__`` خواهد بود.
-
-متاسفانه برخی افراد تازه وارد در زبان پایتون و همینطور برخی آموزش‌ها متد ``__init__`` را به عنوان Constructor کلاس‌های پایتون می‌دانند اما درست این است که در فرآیند نمونه‌سازی در زبان برنامه‌نویسی پایتون، دو متد  ``__new__`` و  ``__init__`` با یکدیگر کار می‌کنند و نقش سازنده (Constructor) را ایفا می‌کنند. متد ``__new__`` شی را ایجاد (create) و متد ``__init__`` آن را شحصی‌سازی (customize) می‌کند:
-
-.. code-block:: python
-    :linenos:
-
-    class Sample:
-    
-        def __new__(cls, *args, **kwargs):
-            print("__new__(), Has been called")
-            print('cls: ', cls)
-            print('args: ', args)
-            print('kwargs: ', kwargs)
-    
-            # create new object
-            obj = super().__new__(cls, *args, **kwargs)
-    
-            # return object
-            return obj
-    
-        def __init__(self, x=0, y=0):
-            print("__init__(), Has been called")
-            print('self: ', self)
-            self.x = x
-            self.y = y
-    
-    
-    sample_1 = Sample()
-    print('-' * 30)
-    sample_2 = Sample(3, 6)
-    print('-' * 30)
-    sample_3 = Sample(x=3, y=6)
-
-::
-
-    __new__(), Has been called
-    cls:  <class '__main__.Sample'>
-    args:  ()
-    kwargs:  {}
-    __init__(), Has been called
-    self:  <__main__.Sample object at 0x7fb4580a6470>
-    ------------------------------
-    __new__(), Has been called
-    cls:  <class '__main__.Sample'>
-    args:  (3, 6)
-    kwargs:  {}
-    __init__(), Has been called
-    self:  <__main__.Sample object at 0x7fb4580a64e0>
-    ------------------------------
-    __new__(), Has been called
-    cls:  <class '__main__.Sample'>
-    args:  ()
-    kwargs:  {'x': 3, 'y': 6}
-    __init__(), Has been called
-    self:  <__main__.Sample object at 0x7fb005453438>
-
-
-**این مثال صرفا جهت نمایش نقش Constructor و منطق و چگونگی پیاده‌سازی آن در زبان برنامه‌نویسی پایتون ارائه شده است. تمام موارد نا آشنایی که می‌بینید به تدریج شرح داده خواهند شد.**
-
-.. tip:: 
-
-  * زبان برنامه‌نویسی پایتون برخلاف برخی از زبان‌های دیگر شی‌گرا به مانند Java، از امکان پیاده‌سازی چندین Constructor پشتیبانی نمی‌کند. البته برنامه‌نویس با روش‌هایی می‌تواند به صورت منطقی به هدف خود برسد!
-
-  * همانطور که بیان شد، هر کلاس پایتون یک پیاده‌سازی پیش‌فرض از دو متد ``__new__`` و  ``__init__``  دارد بنابراین الزامی به پیاده‌سازی دو متد ``__new__`` و  ``__init__``  برای نمونه‌سازی از کلاس نیست. در اکثر مواقع ``__new__`` پیاده‌سازی نمی‌شود اما زمانی که می‌خواهید در زمان نمونه‌سازی مقادیری در شی تنظیم نمایید، لازم است متد ``__init__``  را پیاده‌سازی نمایید.
-
-  * معمولا  ``__new__``  زمانی پیاده‌سازی می‌شود که بخواهیم محدودیت‌هایی در ایجاد شی کلاس مورد نظر ایجاد کنیم. برای نمونه در پیاده‌سازی طرح Singleton [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Singleton_pattern>`__] یک کلاس.
-  
-  * ارسال آرگومان در زمان نمونه‌سازی شی یا همان پیاده‌سازی متد ``__init__`` به برنامه‌نویس این اطمینان را می‌دهد که شی جدید در یک وضعیت درست تنظیم شده است. 
-
-  * آرگومان‌های متناظر با پارامتر‌های متد ``__init__`` (به جز ``self`` که توسط مفسر پایتون مقداردهی می‌گردد) می‌بایست در زمان نمونه‌سازی و فراخوانی کلاس ارسال گردد.
- 
-
-.. _python-callable-objects: 
-  
-اشیا با قابلیت فراخوانی (Callable Objects)
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-  
-پیش‌تر دیدیم که می‌توان توابع را فراخوانی نمود (درس دروازدهم)، با این کار بدنه تابع اجرا و خروجی متناسب دریافت می‌گردید. در این درس نیز مشاهده کردیم کلاس‌ها نیز در پایتون توانایی فراخوانی دارند که با فراخوانی کلاس، یک شی از آن ایجاد می‌گردد. با استفاده از تابع ``callable`` در پایتون می‌توان تشخیص داد که آیا یک شی قابلیت فراخوانی دارد یا خیر [`اسناد پایتون <https://docs.python.org/3/library/functions.html#callable>`__]، این تابع در صورتی که شی دریافتی قابلیت فراخوانی (callable) داشته باشد مقدار ``True``  و در غیر این صورت ``False`` برمی‌گرداند::
-
-    >>> def function():
-    ...     pass
-    ... 
-    >>> callable(function)
-    True
-
-    >>> class SampleClass:
-    ...     pass
-    ... 
-    >>> callable(SampleClass)
-    True
-
-    >>> obj = SampleClass()
-    >>> callable(obj)
-    False
-    
-    >>> obj()
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-    TypeError: 'SampleClass' object is not callable
-
-
-همانطور که از نمونه کد بالا مشخص است، اشیایی که از کلاس‌های خودمان ایجاد می‌کنیم، بر خلاف خود کلاس قابلیت فراخوانی ندارند. در زبان پایتون می‌توانیم این قابلیت را به اشیا کلاس‌های خود اضافه نماییم.
-
-همانطور که اشاره شد، کلاس در پایتون چندین متد خاص همانند ``__new__`` و  ``__init__`` دارد که به تدریج به آنها آشنا خواهیم شد. یکی دیگر از این متدها ``__call__`` می‌باشد [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__call__>`__]. این متد نیز همانند متد ``__init__`` از نوع Instance Method (*بخش بعدی شرح داده شده است*) می‌باشد که با پیاده‌سازی آن در کلاس، اشیای آن کلاس قابلیت فراخوانی پیدا خواهند کرد:
-
-
-
-.. code-block:: python
-    :linenos: 
-    
-    class Sample:
-
-        def __init__(self, x=0, y=0):  
-            print('------------------- Called __init__()')
-            self.x = x
-            self.y = y
-		
-        def __call__(self, x, y):  
-            print('------------------- Called __call__()')
-            self.x = x
-            self.y = y
-
-
-    obj = Sample()
-    print('object is callable:', callable(obj))
-    print('x =', obj.x)
-
-    obj(5, 6)
-    print('x =', obj.x)
-
-::
-
-    ------------------- Called __init__()
-    object is callable: True
-    x = 0
-    ------------------- Called __call__()
-    x = 5
-
-
-سطر ۱۸ نمایش فراخوانی یک شی از کلاس Sample می‌باشد - درست به مانند یک تابع!
-
-با فراخوانی یکی شی، به صورت خودکار متد ``__call__`` فراخوانی و آرگومان‌های نظیر ارسال می‌گردند. 
-
-از کاربردهای پیاده‌سازی متد ``__call__`` و افزودن قابلیت فراخوانی به یک شی می‌توان به ایجاد کلاس به عنوان دکوراتور (decorator) اشاره کرد (*دروس آتی شرح داده خواهد شد*) و همچنین کاربردهایی که نیاز می‌شود شی در زمان اجرا initialize یا مقداردهی دوباره داشته باشد، چرا که متد ``__init__`` تنها یکبار در زمان نمونه‌سازی فراخوانی می‌گردد.
-
-
-
-.. _python-oop-attributes: 
-
-صفات (Attributes)
------------------------------------------------------
-
-به بیانی ساده، متغیرهایی که به یک کلاس یا یک شی انتساب داده می‌شود صفت یا ویژگی یا Attribute خوانده می‌شوند. در بحث شی گرایی زبان برنامه‌نویسی پایتون دو نوع Attribute وجود دارد:
-
-* Instance Attribute
-* Class Attribute
-
-
-
-
-Instance Attribute
-~~~~~~~~~~~~~~~~~~~~~
-
-به Attributeهای خاص یک شی گفته می‌شود. به هر شی در زبان برنامه‌نویسی پایتون می‌توان با استفاده از سینتکس زیر یک Attribute انتساب داد::
-
-  object.attribute_name = value
-  
-
-.. code-block:: python
-	:linenos:
-	
-	class Sample: pass
-		
-	sample = Sample()
-
-	sample.a_new_attribute = 'A New Attribute!'
-
-	print(sample.a_new_attribute)
-
-::
-
-	A New Attribute!
-	
-هر چیزی در پایتون یک شی است ولی ممکن است مفسر پایتون برای برخی اشیا محدودیت‌هایی در نظر گرفته باشد و شما نتوانید به هر شی‌ای در پایتون Attribute اضافه نمایید. در این لحظه جا دارد اشاره شود به درس چهاردهم (بخش Function Attributes) که در واقع کاری جز افزودن Attribute به  شی تابع نبود.
-
-.. tip:: 
-  مقدار این دسته از Attributeها به ازای هر شی منحصر‌به‌فرد است. برای نمونه صفت‌هایی همچون نام، نام‌خانوادگی، سن و جنسیت برای هر یک از اشیای کلاس «شخص» قابل تعریف است. بدیهی است که هر نمونه شی از این کلاس می‌بایست شامل مقادیر منحصر‌به‌فردی از این Attributeها باشد.
-
-برگردیم به مثال قبل که در آن ما یک کلاس به اسم Sample ایجاد (سطر ۱) و به یک شی از آن  - پس از نمونه‌سازی (سطر ۳) - یک Attribute به نام a_new_attribute اضافه کردیم (سطر ۵). این شیوه افزودن Attribute به اشیای کلاس‌هایی که خودمان آن‌ها را تعریف می‌کنیم چندان جالب نیست و ممکن است باعث بروز خطاهایی منطقی در برنامه گردد، بهتر است این کار توسط متد ``__init__`` که در واقع initializer اشیا پایتون است، انجام پذیرد - به نمونه کدهای زیر توجه نمایید:
-
-
-.. code-block:: python
-	:linenos:
-	
-	class Sample:
-	
-		def __init__(self, attribute_value):
-			self.a_new_attribute = attribute_value
-		
-	sample = Sample()
-
-	print(sample.a_new_attribute)
-
-::
-
-	A New Attribute!
-	
-	
-.. code-block:: python
-	:linenos:
-
-	class Person:
-
-		def __init__(self, first_name, last_name, age, gender):
-			self.first_name = first_name
-			self.last_name = last_name
-			self.age = age
-			self.gender = gender
-	    
-	person_1 = Person('Kaneki', 'Ken', 18, 'male')
-	person_2 = Person('Haise', 'Sasaki', 19, 'male')
-    
-	print(person_1.first_name)
-	print(person_2.last_name)
-
-
-::
-
-	Kaneki
-	Sasaki
-
-
-در ادامه شرح داده خواهد شد که پارامتر ``self`` به شی جاری اشاره دارد و به صورت خودکار توسط مفسر پایتون مقداردهی می‌شود.
-
-
-
-
-Class Attribute
-~~~~~~~~~~~~~~~~~~~~~
-
-به Attributeهای خاص یک کلاس گفته می‌شود و در واقع متغیرهایی است که درون کلاس و خارج از متدها تعریف می‌گردند. کاربرد این Attributeها به اشتراک گذاشتن یک یا چند مقدار یکسان در بین تمام اشیاست. 
-
-تمام اشیای یک کلاس به Class Attributeهای آن کلاس دسترسی دارند:
-
-
-.. code-block:: python
-    :linenos:
-
-    class Sample:
-        class_attribute = 0
-
-    print('#' * 10, 'STEP#A')
-    print('LINE 05:', Sample.class_attribute)
-
-    # Instantiation
-    sample_1 = Sample()
-    sample_2 = Sample()
-    
-    print('#' * 10, 'STEP#B')
-    print('LINE 12:', sample_1.class_attribute)
-    print('LINE 13:', sample_2.class_attribute)
-    
-    print('#' * 10, 'STEP#C')
-
-    # Change class_attribute for all objects
-    Sample.class_attribute = 1
-    
-    print('LINE 20:', sample_1.class_attribute)  # Changed!
-    print('LINE 21:', sample_2.class_attribute)  # Changed!
-    
-    print('#' * 10, 'STEP#D')
-
-    # WARNING!!! Create a new instance attribute
-    sample_2.class_attribute = 2
-    
-    print('LINE 28:', sample_1.class_attribute)
-    print('LINE 29:', sample_2.class_attribute)  # instance attribute!!!
-
-
-::
-
-        ########## STEP#A
-        LINE 05: 0
-        ########## STEP#B
-        LINE 12: 0
-        LINE 13: 0
-        ########## STEP#C
-        LINE 20: 1
-        LINE 21: 1
-        ########## STEP#D
-        LINE 28: 1
-        LINE 29: 2
-
-
-
-
-.. tip:: 
-
-  مقدار Class Attributeها هم با استفاده از نام کلاس قابل دستیابی است (سطر ۵) و هم با استفاده از هر یک از اشیا آن کلاس (سطرهای ۱۲ و ۱۳).
-
-.. tip:: 
-  برای تغییر مقدار Class Attribute در داخل کلاس از Class Method - *در ادامه شرح داده می‌شود* - استفاده می‌شود و در بیرون کلاس **با استفاده از نام کلاس** به صورت زیر (سطر ۱۸)::
-
-        ClassName.class_attribute = new_value
-
-.. tip:: 
-
-  برای تغییر مقدار Class Attributeها، **از شی استفاده نکنید**، با این کار تنها یک Instance Attribute برای آن شی ایجاد می‌گردد (سطر ۲۶).
-
-
-.. _python-oop-method:
-
-متد (Method)
------------------------------------------------------
-
-متدها در واقع توابعی هستند که داخل هر کلاس تعریف می‌شوند. هر کلاس پایتون می‌تواند شامل سه نوع متد باشد:
-
-* Instance Method
-
-  هر زمان در پیاده‌سازی یک کلاس، به شی جاری از کلاس یا Instance Attributeها نیاز داشتیم می‌بایست این نوع متد را پیاده‌سازی کنیم.
-
-* Class Method
-
-  هر زمان در پیاده‌سازی یک کلاس، به خود کلاس یا Class Attributeها نیاز داشتیم می‌بایست این نوع متد را پیاده‌سازی کنیم.
-
-* Static Method
-
-  هر زمان در پیاده‌سازی یک کلاس، به کلاس و به اشیای آن کلاس نیازی نداشتیم یا قصد پیاده‌سازی کاری مستقل از رفتار کلی کلاس مورد نظر داشتیم، می‌بایست این نوع متد را پیاده‌سازی کنیم. 
-
-.. code-block:: python
-    :linenos:
-
-    class Sample:
-    
-        def instance_method(self):
-            pass
-    
-        @classmethod
-        def class_method(cls):
-            pass
-    
-        @staticmethod
-        def static_method():
-            pass
-    
-
-.. _python-instance-method:
-
-متد شی (Instance Method)
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-رایج‌ترین نوع متد در پایتون است. برای ایجاد این متد نیازی به دکوراتور (Decorator‌ - درس سیزدهم) نیست. همانطور که از نام این متد مشخص است این متد تنها از سوی اشیا یک کلاس قابل استفاده است. همانطور که پیش‌تر صحبت شد، هر شی از کلاس صفات خاص خود را دارد  (Instance Attributes) که از این متدها می‌توان برای دستیابی و دستکاری آن‌ها استفاده کرد.
-
-این نوع متد همواره می‌بایست حداقل یک پارامتر داشته باشد. پارامتر نخست که معمولا ``self`` نام‌گذاری می‌شود حاوی شی جاری از کلاس است - در واقع همان شی ای که این متد را فراخوانی کرده است. این مقدار همواره از  سوی مفسر پایتون ارسال می‌گردد و نیازی به ارسال از سوی برنامه‌نویس ندارد:
-
-.. code-block:: python
-    :linenos:
-
-    class Sample:
-    
-        def __init__(self, char='*'):
-            self.character = char
-    
-        def multiply_print(self, count=1):
-            print(self.character * count)
-    
-    
-    sample_1 = Sample()  # Instantiating a new Object
-
-    sample_1.multiply_print()
-    sample_1.multiply_print(10)
-
-    print('-' * 30)
-
-    sample_2 = Sample('#')  # Instantiating a new Object
-
-    sample_2.multiply_print()
-    sample_2.multiply_print(10)
-
-::
-
-      *
-      **********
-      ------------------------------
-      #
-      ##########
-
-
-گفته شده که متد ``__init__``  جزیی از مفهوم Constructor کلاس‌های پایتون بوده و برای شخصی‌سازی یک شی در زمان ایجاد آن به کار می‌رود و کاربرد معمول آن افزودن Attribute به شی است. در نمونه کد بالا، این متد یک پارامتر char دریافت می‌کند - این پارامتر مقدار پیش‌فرض ``*`` را دارد، بنابراین ارسال آرگومان متناظر برای آن اجباری نیست (تابع در پایتون - درس دوازدهم). با این کار می‌توانیم در زمان نمونه‌سازی شی، یک Attribute با نام character در آن تعریف نماییم (سطر ۴). ما می‌خواهیم مقدار Attribute یا صفت character از هر شی را به تعداد دلخواه چاپ نماییم، از آنجا که این مقدار یک صفتِ متعلق به شی است و در ازای هر شی این مقدار می‌تواند متفاوت باشد پس ما برای این کار می‌بایست که یک Instance Method در بدنه کلاس تعریف کنیم (متد ``multiply_print`` ) - چرا که تنها در این صورت است که می‌توانیم به ``self`` دسترسی داشته باشیم و مقدار صفت character را از آن دستیابی کنیم. 
-
-.. tip:: 
-
-  Instance Method‌ها تنها می‌توانند توسط اشیا فراخوانی شوند. روند فراخوانی یک متد توسط شی نیز به صورت نام شی + کاراکتر ``.‍‍`` + نام متد می‌باشد.
-
-
-.. _python-class-method:
-
-متد کلاس (Class Method)
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-این نوع متد همواره می‌بایست حداقل یک پارامتر داشته باشد. پارامتر نخست که معمولا ``cls`` نام‌گذاری می‌شود حاوی کلاس جاری است - در واقع این متد هیچ اطلاعاتی از اشیا کلاس ندارد و تنها کلاس را می‌شناسد و Class Attributeها را دستیابی و دستکاری می‌کند. مقدار ``cls`` نیز همانند ``self``  همواره از  سوی مفسر پایتون ارسال می‌گردد و نیازی به ارسال از سوی برنامه‌نویس ندارد. این متد با استفاده از دکوراتور (Decorator‌ - درس سیزدهم) ``classmethod@`` ایجاد می‌شود [`اسناد پایتون <https://docs.python.org/3/library/functions.html#classmethod>`__]:
-
-.. code-block:: python
-    :linenos:
-
-    class Student:
-        school_name = 'My School'
-    
-        def __init__(self, name, family):
-            self.name = name
-            self.family = family
-        
-        @classmethod
-        def school_info(cls):
-            print(cls)
-            return f'name: {cls.school_name}'
-    
-    print(Student.school_info())
-    print('-' * 30)
-    print(Student('My Name', 'My Family').school_info())
-
-::
-
-        <class '__main__.Student'>
-        name: My School
-        ------------------------------
-        <class '__main__.Student'>
-        name: My School
-
-
-.. tip:: 
-
-  این نوع متد (Class Method) را می‌توان هم با استفاده از نام کلاس دستیابی کرد (سطر ۱۳) و هم با استفاده از اشیای آن کلاس (سطر ۱۵)، در واقع دکوراتور  ``classmethod@`` کارهای لازم برای نادیده گرفتن شی و ارسال مقدار پارامتر ``cls`` را انجام می‌دهد.
-
-
-.. _python-static-method:
-
-متد ایستا (Static Method)
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-این نوع متد با استفاده از دکوراتور (Decorator‌ - درس سیزدهم) ``staticmethod@`` ایجاد می‌شود [`اسناد پایتون <https://docs.python.org/3/library/functions.html#staticmethod>`__]. این نوع متد پایتون، نه از اشیا اطلاعاتی دارد و نه حتی از کلاس. در واقع به این نوع متد، نه مقدار ``self``  ارسال می‌شود و نه ``cls``:
-
-
-.. code-block:: python
-    :linenos:
-
-    class Student:
-        school_name = 'My School'
-    
-        def __init__(self, name, family):
-            self.name = name
-            self.family = family
-        
-        @classmethod
-        def school_info(cls):
-            print(cls)
-            return f'name: {cls.school_name}'
-
-        @staticmethod
-        def info():
-            return "This is a student class"
-    
-    print(Student.info())
-    print('-' * 30)
-    print(Student('My Name', 'My Family').info())
-
-::
-
-        This is a student class
-        ------------------------------
-        This is a student class
-
-
-.. tip:: 
-
-  این نوع متد (Static Method) را می‌توان هم با استفاده از نام کلاس دستیابی کرد (سطر ۱۷) و هم با استفاده از اشیای آن کلاس (سطر ۱۹)، در واقع دکوراتور  ``staticmethod@`` کارهای لازم برای نادیده گرفتن شی و کلاس مربوط را انجام می‌دهد.
-
-
-
-.. _python-object-hash:
-
-
-مقدار Hash یک شی و کاربرد آن در پایتون
----------------------------------------------
-
-به صورت کلی یک **Hash** در واقع عددی است که در ازای داده‌ای مشخص برآورد می‌گردد. داده‌های مشابه دارای مقدار hash یکسانی خواهند بود و از طرفی یک تغییر جزئی در داده منجر به تولید یک مقدار hash کاملا متفاوت می‌شود. مقدار hash از یک تابع هَش [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Hash_function>`__] به دست می‌آید که مسئولیت آن تبدیل داده ورودی به hash رمزگذاری شده است. واضح است که تعداد داده‌ها می‌تواند بسیار بیشتر از تعداد مقادیر قابل تولید hash باشد، بنابراین دو داده ممکن است مقدار hash یکسان داشته باشند که به آن Hash collision می‌گویند. در واقع اگر دو شی hash یکسان داشته باشند، لزوماً دارای ارزش یکسانی نیستند (برابر نیستند).
-
-
-در زبان برنامه‌نویسی پایتون،‌ تابع ``hash`` [`اسناد پایتون <https://docs.python.org/3/library/functions.html#hash>`__] یک شی hashable (قابل hash) را دریافت و مقدار hash آن را بر می‌گرداند::
-
-    >>> a = 5
-    >>> hash(a)
-    5
-    >>> hash(5)
-    5
-
-    >>> hash(999999999999999999)
-    999999999999999999
-    >>> hash(99999999999999999999999999999999999999)
-    244469275760665570
-
-    >>> a = 'saeid'
-    >>> hash(a)
-    4007074958086188072
-
-    >>> hash('PYTHON')
-    -6387242471900568301
-
-    >>> hash('PYTHoN')
-    -6457932607787762593
-
-
-* گاهی ممکن است مقدار hash برابر با یک عدد منفی محاسبه گردد، مقدار hash منفی نیز در پایتون معتبر می‌باشد.
-
-* با دوباره اجرا کردن برنامه یا اسکریپت ممکن است به نتایج دیگری از مقدار hash برسید. در واقع تظمین یکتایی مقدار hash تولید شده در پایتون تنها در ازای حیات هر proccess یا «اجرای برنامه» پابرجا خواهد بود.
-
-
-.. _python-hashable-object:
-
-شی hashable
-~~~~~~~~~~~~~~~~~~~~~
-
-گفتیم ورودی تابع ``hash`` پایتون می‌بایست یک شی hashable باید. **کدام اشیا در پایتون hashable هستند؟** تمامی اشیای که از نوع immutable (تغییرناپذیر - *مراجعه شود به بخش دسته‌بندی از درس هشتم*) هستند و همچنین اشیایی که متد خاص ``__hash__`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__hash__>`__] را پیاده‌سازی کرده باشند::
-
-
-    >>> class Sample:
-    ...     pass
-    ... 
-    >>> obj = Sample()
-    >>> hash(obj)
-    -9223363243335467036
-    >>> obj.__hash__()
-    -9223363243335467036
-
-متد ``__hash__`` جزو متدهای خاص در پایتون می‌باشد و هر کلاسی که در پایتون ایجاد می‌کنید به صورت ضمنی یک پیاده‌سازی پیش‌فرض از این متد را شامل می‌شود.
-
-
-.. _python-using-hash:
-
-کاربرد hash در پایتون
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-**۱) ساختار Hash table** [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Hash_table>`__]
-
-ساختمان داده دو نوع **دیکشنری (dict)** و **مجموعه (set)** در زبان برنامه‌نویسی پایتون بر پایه Hash table ایجاد شده است. در نتیجه سرعت دستیابی عناصر در آن‌ها بسیار بیشتر از دستیابی در شی لیست (List) می‌باشد. در نوع داده دیکشنری، hash کلیدها محاسبه و از آن برای دستیابی مقدار مربوطه استفاده می‌شود، برای همین است که **کلیدها در دیکشنری حتما می‌بایست از نوع hashable باشند** ولی برای مقادیر هیچ محدودیتی وجود ندارد. نوع داده مجموعه نیز **تنها می‌تواند شامل تعدادی شی hashable و یکتا (غیر تکراری) باشد**.
-
-
-**۲) مقایسه دو شی**
-
-
-
-.. tip:: 
-
-  * اگر دو شی با یکدیگر برابر باشند، آنگاه مقدار hash آن‌ها نیز برابر خواهد بود.
-
-  * اگر مقدار hash دو شی با یکدیگر برابر باشد، آنگاه **ممکن است** آن دو شی نیز با یکدیگر برابر باشند.
-
-
-
-طی دروس آینده با مبحث Operator Overloading آشنا خواهید شد ولی در اینجا تنها کافی است بدانید که هرگاه دو شی توسط عملگر ``==`` مقایسه گردند، متد ``__eq__`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__eq__>`__] به صورت خودکار فراخوانی خواهد شد. البته این متد نیز مانند باقی متدهای خاص پایتون، به صورت ضمنی یک پیاده‌سازی پیش‌فرض از خود دارد. در واقع خروجی این متد نتیجه مقایسه برابر بودن دو شی را برمی‌گرداند.
-
-بین دو متد ``__eq__`` و ``__hash__`` روابطی حاکم است که باید بدانیم:
-
-
-* اگر متد ``__eq__`` را پیاده‌سازی کنید ولی متد ``__hash__`` را خیر، **آنگاه اشیای کلاس مذکور hashable نخواهند بود**.
-
-* اگر متد ``__hash__`` را پیاده‌سازی کرده‌اید، آنگاه بهتر است متد ``__eq__`` را هم پیاده‌سازی نمایید. در غیر این صورت ممکن است در هنگام مقایسه اشیا خود دچار نتایج نامطلوب گردید. 
-
-* در حالت پیش‌فرض پایتون، ``True`` بودن خروجی متد ``__eq__`` برای دو شی ``x`` و ``y`` یعنی ``x == y`` به معنی برقرار بودن دو شرط:‌ ``x is y`` و ``hash(x) == hash(y)`` می‌باشد.
-
-* در حالت پیش‌فرض پایتون، تمام اشیای یک کلاس نابرابر و دارای مقدار hash متفاوت هستند، مگر اینکه ملاک مقایسه یک شی، خودش باشد.
-
-به دو نمونه کد زیر توجه نمایید:
-
-
-**مقایسه شی در حالت پیش‌فرض:**
-
-.. code-block:: python
-    :linenos:
-
-    class Student:
-        def __init__(self, name, score):
-            self.name = name
-            self.score = score
-
-    obj_1 = Student('Saeid', 70)
-    obj_2 = Student('Saeid', 90)
-
-    print('Single Object     :', obj_1 == obj_1)
-    print('Same Objects      :', obj_1 == Student('Saeid', 70))
-    print('Different Objects :', obj_1 == obj_2) 
-
-
-::
-
-    Single Object     : True
-    Same Objects      : False
-    Different Objects : False
-
-
-
-**مقایسه شی به همراه شخصی‌سازی دو متد مذکور:**
-
-
-.. code-block:: python
-    :linenos:
-
-    class Student:
-        def __init__(self, name, score):
-            self.name = name
-            self.score = score
-
-        def __eq__(self, other):
-            return self.name == other.name and self.score == other.score
-
-        def __hash__(self):
-            return hash((self.name, self.score))
-
-    obj_1 = Student('Saeid', 70)
-    obj_2 = Student('Saeid', 90)
-
-    print('Single Object     :', obj_1 == obj_1)
-    print('Same Objects      :', obj_1 == Student('Saeid', 70))
-    print('Different Objects :', obj_1 == obj_2)
-
-::
-
-    Single Object     : True
-    Same Objects      : True
-    Different Objects : False
-
-
-در این مثال هر دو Attribute کلاس Student از نوع immutable بودند، بنابراین از خود آن‌ها برای مقایسه و محاسبه مقدار hash استفاده کردیم. به هر حال منطق پیاده‌سازی این دو متد بر اساس مسئله مطرح شده، بر عهده برنامه‌نویس می‌باشد. حتی می‌توانید از مقدار تابع ``()id`` یا همان ``id(self)`` بهره بگیرید.
-
-
-|
-
-----
-
-:emoji-size:`😊` امیدوارم مفید بوده باشه
-
-
-
+.. role:: emoji-size
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس هفدهم: شی گرایی (OOP) در پایتون: تعریف کلاس و ایجاد شی
+
+
+.. _lesson-17: 
+
+درس ۱۷: شی گرایی (OOP) در پایتون: تعریف کلاس و ایجاد شی
+============================================================================
+
+.. figure:: /_static/pages/17-python-object-oriented-programming-class-object.jpg
+    :align: center
+    :alt: شی گرایی (OOP) در پایتون: تعریف کلاس و ایجاد شی
+    :class: page-image
+
+    Photo by `Sarah Kilian <https://unsplash.com/photos/aObrctw3B7o>`__
+
+پیش‌تر مفهوم شی‌گرایی شرح داده شده است (درس پنجم). در این درس می‌خواهیم به بررسی چگونگی پیاده‌سازی این مفهوم در زبان برنامه نویسی پایتون بپردازیم. هنگام نگارش این درس فرض بر این بوده است که خوانندگان دروس پیش، بخصوص درس پنجم و دروس مربوط به توابع را مطالعه کرده‌اند.
+
+این درس بر ارائه تعاریف مربوط به کلاس (Class) و شی (Object) از مفاهیم شی‌گرایی حاکم در زبان برنامه‌نویسی پایتون تمرکز دارد و مفاهیم باقی مانده در دروس آتی ارائه خواهند شد.
+
+
+:emoji-size:`✔` سطح: متوسط
+
+----
+
+
+.. contents:: سرفصل‌ها
+    :depth: 2
+
+----
+
+
+.. _oop: 
+
+برنامه‌نویسی شی گرا (Object-Oriented Programming)
+----------------------------------------------------------------------------------------------------
+
+همان‌طور که پیش‌تر نیز گفته شده است، پایتون یک زبان برنامه‌نویسی چند الگویی (multi-paradigm) است و از الگوهای مختلفی از جمله شی گرایی پشتیبانی می‌کند. شی گرایی یک الگوی برنامه‌نویسی یا روشی برای طراحی کدهای برنامه است. 
+
+در این شیوه، کدهای برنامه در قالب موجودیت‌های کوچکی به نام **کلاس (Class)** به وجود می‌آیند. کلاس‌ها چیزی نیستند جز ابزاری که توسط آن می‌توان داده‌ها و عملیات مرتبط با یکدیگر را در یک دسته و جدا از سایر بخش‌های کد قرار داد. با کمک کلاس‌ها رفتار و عملکرد هر تکه از کد مشخص است و با سایر بخش‌های کد تداخل پیدا نمی‌کند. ایجاد یک کلاس به معنی ایجاد یک **نوع (Type)** جدید در برنامه می‌باشد که می‌توان چندین **شی (Object)** یا **نمونه (Instance)**  از آن نوع ایجاد کرد. یک برنامه شی‌گرا حاصل ارتباط و تعامل اشیا مختلف ایجاد شده در آن است.
+
+مفاهیم زیادی از پایتون تا پیش از این درس مطرح شده است، باید بدانیم که تمام آن‌ها از پیاده‌سازی شی گرا پیروی می‌کردند. هر چیزی در پایتون یک شی است. انواع داده مانند اعداد، رشته، لیست یا دیکشنری همگی شی بودند - نمونه‌هایی که از کلاس‌های مربوط به خود ایجاد شده‌اند. حتی تعریف تابع نیز به معنی ایجاد یک شی از کلاس متناطر آن بوده است. اما حالا می‌خواهیم نوع یا کلاس‌های مورد نظر خودمان را در برنامه ایجاد و اشیایی از این کلاس‌ها نمونه سازی کنیم. در ادامه به شرح این روند خواهیم پرداخت.
+
+
+.. _python-defining-class: 
+
+تعریف کلاس (Class)
+--------------------------------------------------------
+
+در پایتون برای تعریف کلاس از کلمه کلیدی ``class`` استفاده می‌گردد؛ همانند الگو پایین::
+
+    class ClassName:
+        <statement-1>
+        .
+        .
+        .
+        <statement-N>
+
+کلمه کلیدی تعریف کلاس - ``class`` - یک دستور اجراپذیر (Executable Statement) است، همانند دستور ``def`` برای توابع. یک کلاس پیش از اجرای دستور خود هیچ تاثیری در برنامه ندارد. این شرایط سبب می‌شود که حتی بتوان یک کلاس را در میان بدنه دستور شرط (``if``) یا درون بدنه یک تابع تعریف کرد.
+
+بعد از کلمه کلیدی ``class`` نام کلاس (به دلخواه کاربر) نوشته می‌شود. سطر نخست تعریف مانند تمام دستورات مرکب (Compound) که به صورت معمول در چند سطر نوشته می‌شوند و سرآیند دارند، به کاراکتر ``:`` ختم می‌شود. از سطر دوم با رعایت یکنواخت تورفتگی دستورات بدنه کلاس نوشته می‌شوند::
+    
+    >>> class MyClassName:
+    ...     pass
+    ... 
+    >>> 
+    
+    >>> type(MyClassName)
+    <class 'type'>
+
+هر چیزی در  پایتون یک شی است. حتی کلاس‌ها، با اجرای دستور تعریف کلاس، یک شی از نوع ``type`` در حافظه ایجاد می‌گردد و از نام کلاس برای اشاره به آن شی استفاده می‌شود.
+
+.. tip:: 
+    پیشنهاد `PEP 8 <https://www.python.org/dev/peps/pep-0008>`__: برای نوشتن نام کلاس از شیوه CapitalizedWords استفاده شود.
+
+
+.. tip:: 
+  کلاس‌ها نیز همانند توابع حوزه (Scope) خود را دارند - درس دوازدهم. با  تعریف هر کلاس یک حوزه محلی جدید در برنامه پایتونی تعریف می‌گردد.
+
+.. tip:: 
+  یک کلاس، تعریف کننده صفات (ویژگی‌ها) - که به عنوان Attribute شناخته می‌شوند - و رفتار‌های (عملیات) - که به عنوان Method شناخته می‌شوند - اشیایی است که از آن ایجاد خواهد شد. در واقع نام کلاس معرف نوع (Type) اشیای خود است.
+
+
+  به بیانی ساده‌تر، هر کلاس می‌تواند شامل تعدادی تابع  و متغیر در داخل بدنه خود باشد. که به متغیرها: Attribute و به توابع: Method گفته می‌شود. هر یک از این Attributeها و Methodها انواعی دارند که در ادامه شرح داده خواهد شد.
+
+توجه داشته باشید که تعریف‌هایی با سینتکس زیر نیز از کلاس در زبان برنامه‌نویسی پایتون صحیح می‌باشند. به طور کلی «پرانتر» در جلوی نام کلاس، زمانی قرار می‌گیرد که قصد پیاده‌سازی مفهوم وراثت (درس بعد) را داشته باشیم، در غیر این صورت نیازی به قرار دادن پرانتز نمی‌باشد::
+
+    >>> class DerivedClassName(BaseClassName):
+    ...     pass
+    ... 
+    >>> 
+
+::
+
+    >>> class MyClassName():
+    ...     pass
+    ... 
+    >>> 
+
+
+.. _python-instantiation: 
+
+نمونه‌سازی (Instantiation)
+--------------------------------------------------------
+
+به عملیات ایجاد یک شی از کلاس، **نمونه‌سازی (Instantiation)** گفته می‌شود. کلاس چیزی جز تکه کدی نوشته شده نیست و جایی در حافظه ندارد، این اشیا ایجاد شده از کلاس هستند که در حافظه (Memory) قرار می‌گیرند. نمونه‌سازی از یک کلاس در زبان پایتون به صورت زیر انجام می‌شود::
+
+    >>> class Sample:
+    ...     pass
+    ... 
+    >>> 
+
+    >>> sample_object = Sample()  # Instantiation
+
+    >>> type(sample_object)
+    <class '__main__.Sample'>
+
+در زبان برنامه‌نویسی پایتون با فراخوانی نام کلاس - همچون فراخوانی یک تابع - یک شی از آن کلاس ایجاد می‌گرد. 
+
+از هر کلاس می‌توان بی‌نهایت نمونه‌سازی داشت. هر شی از یک کلاس، حوزه (Scope) مخصوص به خود را دارد که جدا از دیگر اشیا آن کلاس خواهد بود. بنابراین اشیا هر کلاس کاملا مستقل و ایزوله (isolated) از یکدیگر هستند. 
+
+
+::
+
+    >>> class Sample:
+   ...     pass
+   ... 
+   >>>
+   >>> obj_1 = Sample()
+   >>> obj_2 = Sample()
+
+   >>> id(obj_1)
+   139936512966840
+   >>> id(obj_2)
+   139936512967008
+
+همانطور که از خروجی تابع آماده (built-in) ``id`` نیز مشخص است  [`اسناد پایتون <https://docs.python.org/3/library/functions.html#id>`__] هر شی جدید از کلاس، identity یا هویتی مستقل از دیگر اشیا داشته و در مکانی جداگانه از حافظه قرار داده شده است.
+
+::
+
+   >>> class Sample:
+   ...     pass
+   ... 
+   >>> obj = Sample()
+
+
+   >>> type(obj)
+   <class '__main__.Sample'>
+
+   >>> type(obj) == Sample
+   True
+
+
+   >>> isinstance(obj, Sample)
+   True
+
+در زبان پایتون دو شیوه رایج برای بررسی نوع یک شی وجود دارد. یک راه استفاده از تابع آماده (built-in) ``type`` است [`اسناد پایتون <https://docs.python.org/3/library/functions.html#type>`__] که پیش‌تر از آن استفاده می‌کردیم و راه دیگر استفاده از تابع آماده (built-in) ``isinstance`` می‌باشد [`اسناد پایتون <https://docs.python.org/3/library/functions.html#isinstance>`__] این تابع دو آرگومان می‌پذیرد که به ترتیب شی و نوع مورد نظر هستند، در صورتی که شی از  نوع دریافت شده باشد، مقدار ``True`` و در غیر این صورت ``False`` برمی‌گرداند.
+
+
+
+.. _python-oop-constructor: 
+
+سازنده (Constructor)
+~~~~~~~~~~~~~~~~~~~~~~~~~
+
+در مبحث شی‌گرایی، هنگام ساخت یک شی (ایجاد یک نمونه جدید)، به صورت خودکار یک متد از داخل کلاس مورد نظر فراخوانی می‌شود. به این متد، **سازنده (Constructor)** گفته می‌شود. فراخوانی خودکار این متد به برنامه‌نویس این امکان را می‌دهد که در صورت تمایل بتواند چگونگی ایجاد شی جدید  را مدیریت یا در همان هنگام ساخت، شخصی‌سازی نماید. 
+
+از طرفی هر کلاس در زبان برنامه‌نویسی پایتون شامل یک سری متد خاص می‌باشد که نام تمام آن‌ها با دو کاراکتر خط‌زیرین (Underscore or Underline ``_``) شروع و نیز پایان می‌یابد همانند: ``__init__`` - در کامیونیتی پایتون به دو کاراکتر خط‌زیرین در کنار هم به اصطلاح **Dunder** (Double underscores) گفته می‌شود - به این متدهای خاص در پایتون به اصطلاح Special Methods ،Dunder Methods یا Magic Methods گفته می‌شود. [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#basic-customization>`__] باید توجه داشت که تمام این متدها یک پیاده‌سازی پیش‌فرض در پایتون دارند و الزامی برای پیاده‌سازی از طرف برنامه‌نویس وجود ندارد.
+
+در فرآیند نمونه‌سازی از یک کلاس پایتون، به ترتیب دو متد خاص درگیر هستند: ``__new__`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__new__>`__] و ``__init__`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__init__>`__]
+
+
+متد ``__new__`` در زمان ایجاد شی و دقیقا برای ایجاد شی فراخوانی می‌شود، خروجی این متد یک شی جدید از آن کلاس می‌باشد. این متد از نوع Static Method است - *در بخش بعدی شرح داده خواهد شد* -  نخستین پارامتر این متد ،کلاسی است که قرار است از آن یک شی ایجاد گردد و پارامترهای دیگر که می‌توانند حاوی مقادیری باشند که در زمان نمونه‌سازی ارسال شده است.
+
+متد ``__init__`` بلافاصله پس از اینکه شی جدید توسط متد ``__new__`` ایجاد گردید و درست قبل از اینکه شی جدید از متد ``__new__``  بازگردانده شود (returned)، فراخوانی می‌گردد. این متد از نوع Instance Method است - *در بخش بعدی شرح داده خواهد شد* - و بنابراین نخستین پارامتر این متد شی جاری است (همان شی‌ای که توسط ``__new__``  ایجاد گردیده است) و پارامترهای دیگر که برنامه‌نویس در زمان نمونه‌سازی جهت مقدار دهی در شی ارسال می‌کند - توجه داشته باشید که این متد خروجی ندارد (بدون دستور return یا بهتر بگوییم خروجی آن None است) و شی جدید حاصل خروجی متد ``__new__`` خواهد بود.
+
+متاسفانه برخی افراد تازه وارد در زبان پایتون و همینطور برخی آموزش‌ها متد ``__init__`` را به عنوان Constructor کلاس‌های پایتون می‌دانند اما درست این است که در فرآیند نمونه‌سازی در زبان برنامه‌نویسی پایتون، دو متد  ``__new__`` و  ``__init__`` با یکدیگر کار می‌کنند و نقش سازنده (Constructor) را ایفا می‌کنند. متد ``__new__`` شی را ایجاد (create) و متد ``__init__`` آن را شحصی‌سازی (customize) می‌کند:
+
+.. code-block:: python
+    :linenos:
+
+    class Sample:
+    
+        def __new__(cls, *args, **kwargs):
+            print("__new__(), Has been called")
+            print('cls: ', cls)
+            print('args: ', args)
+            print('kwargs: ', kwargs)
+    
+            # create new object
+            obj = super().__new__(cls, *args, **kwargs)
+    
+            # return object
+            return obj
+    
+        def __init__(self, x=0, y=0):
+            print("__init__(), Has been called")
+            print('self: ', self)
+            self.x = x
+            self.y = y
+    
+    
+    sample_1 = Sample()
+    print('-' * 30)
+    sample_2 = Sample(3, 6)
+    print('-' * 30)
+    sample_3 = Sample(x=3, y=6)
+
+::
+
+    __new__(), Has been called
+    cls:  <class '__main__.Sample'>
+    args:  ()
+    kwargs:  {}
+    __init__(), Has been called
+    self:  <__main__.Sample object at 0x7fb4580a6470>
+    ------------------------------
+    __new__(), Has been called
+    cls:  <class '__main__.Sample'>
+    args:  (3, 6)
+    kwargs:  {}
+    __init__(), Has been called
+    self:  <__main__.Sample object at 0x7fb4580a64e0>
+    ------------------------------
+    __new__(), Has been called
+    cls:  <class '__main__.Sample'>
+    args:  ()
+    kwargs:  {'x': 3, 'y': 6}
+    __init__(), Has been called
+    self:  <__main__.Sample object at 0x7fb005453438>
+
+
+**این مثال صرفا جهت نمایش نقش Constructor و منطق و چگونگی پیاده‌سازی آن در زبان برنامه‌نویسی پایتون ارائه شده است. تمام موارد نا آشنایی که می‌بینید به تدریج شرح داده خواهند شد.**
+
+.. tip:: 
+
+  * زبان برنامه‌نویسی پایتون برخلاف برخی از زبان‌های دیگر شی‌گرا به مانند Java، از امکان پیاده‌سازی چندین Constructor پشتیبانی نمی‌کند. البته برنامه‌نویس با روش‌هایی می‌تواند به صورت منطقی به هدف خود برسد!
+
+  * همانطور که بیان شد، هر کلاس پایتون یک پیاده‌سازی پیش‌فرض از دو متد ``__new__`` و  ``__init__``  دارد بنابراین الزامی به پیاده‌سازی دو متد ``__new__`` و  ``__init__``  برای نمونه‌سازی از کلاس نیست. در اکثر مواقع ``__new__`` پیاده‌سازی نمی‌شود اما زمانی که می‌خواهید در زمان نمونه‌سازی مقادیری در شی تنظیم نمایید، لازم است متد ``__init__``  را پیاده‌سازی نمایید.
+
+  * معمولا  ``__new__``  زمانی پیاده‌سازی می‌شود که بخواهیم محدودیت‌هایی در ایجاد شی کلاس مورد نظر ایجاد کنیم. برای نمونه در پیاده‌سازی طرح Singleton [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Singleton_pattern>`__] یک کلاس.
+  
+  * ارسال آرگومان در زمان نمونه‌سازی شی یا همان پیاده‌سازی متد ``__init__`` به برنامه‌نویس این اطمینان را می‌دهد که شی جدید در یک وضعیت درست تنظیم شده است. 
+
+  * آرگومان‌های متناظر با پارامتر‌های متد ``__init__`` (به جز ``self`` که توسط مفسر پایتون مقداردهی می‌گردد) می‌بایست در زمان نمونه‌سازی و فراخوانی کلاس ارسال گردد.
+ 
+
+.. _python-callable-objects: 
+  
+اشیا با قابلیت فراخوانی (Callable Objects)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+  
+پیش‌تر دیدیم که می‌توان توابع را فراخوانی نمود (درس دروازدهم)، با این کار بدنه تابع اجرا و خروجی متناسب دریافت می‌گردید. در این درس نیز مشاهده کردیم کلاس‌ها نیز در پایتون توانایی فراخوانی دارند که با فراخوانی کلاس، یک شی از آن ایجاد می‌گردد. با استفاده از تابع ``callable`` در پایتون می‌توان تشخیص داد که آیا یک شی قابلیت فراخوانی دارد یا خیر [`اسناد پایتون <https://docs.python.org/3/library/functions.html#callable>`__]، این تابع در صورتی که شی دریافتی قابلیت فراخوانی (callable) داشته باشد مقدار ``True``  و در غیر این صورت ``False`` برمی‌گرداند::
+
+    >>> def function():
+    ...     pass
+    ... 
+    >>> callable(function)
+    True
+
+    >>> class SampleClass:
+    ...     pass
+    ... 
+    >>> callable(SampleClass)
+    True
+
+    >>> obj = SampleClass()
+    >>> callable(obj)
+    False
+    
+    >>> obj()
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+    TypeError: 'SampleClass' object is not callable
+
+
+همانطور که از نمونه کد بالا مشخص است، اشیایی که از کلاس‌های خودمان ایجاد می‌کنیم، بر خلاف خود کلاس قابلیت فراخوانی ندارند. در زبان پایتون می‌توانیم این قابلیت را به اشیا کلاس‌های خود اضافه نماییم.
+
+همانطور که اشاره شد، کلاس در پایتون چندین متد خاص همانند ``__new__`` و  ``__init__`` دارد که به تدریج به آنها آشنا خواهیم شد. یکی دیگر از این متدها ``__call__`` می‌باشد [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__call__>`__]. این متد نیز همانند متد ``__init__`` از نوع Instance Method (*بخش بعدی شرح داده شده است*) می‌باشد که با پیاده‌سازی آن در کلاس، اشیای آن کلاس قابلیت فراخوانی پیدا خواهند کرد:
+
+
+
+.. code-block:: python
+    :linenos: 
+    
+    class Sample:
+
+        def __init__(self, x=0, y=0):  
+            print('------------------- Called __init__()')
+            self.x = x
+            self.y = y
+		
+        def __call__(self, x, y):  
+            print('------------------- Called __call__()')
+            self.x = x
+            self.y = y
+
+
+    obj = Sample()
+    print('object is callable:', callable(obj))
+    print('x =', obj.x)
+
+    obj(5, 6)
+    print('x =', obj.x)
+
+::
+
+    ------------------- Called __init__()
+    object is callable: True
+    x = 0
+    ------------------- Called __call__()
+    x = 5
+
+
+سطر ۱۸ نمایش فراخوانی یک شی از کلاس Sample می‌باشد - درست به مانند یک تابع!
+
+با فراخوانی یکی شی، به صورت خودکار متد ``__call__`` فراخوانی و آرگومان‌های نظیر ارسال می‌گردند. 
+
+از کاربردهای پیاده‌سازی متد ``__call__`` و افزودن قابلیت فراخوانی به یک شی می‌توان به ایجاد کلاس به عنوان دکوراتور (decorator) اشاره کرد (*دروس آتی شرح داده خواهد شد*) و همچنین کاربردهایی که نیاز می‌شود شی در زمان اجرا initialize یا مقداردهی دوباره داشته باشد، چرا که متد ``__init__`` تنها یکبار در زمان نمونه‌سازی فراخوانی می‌گردد.
+
+
+
+.. _python-oop-attributes: 
+
+صفات (Attributes)
+-----------------------------------------------------
+
+به بیانی ساده، متغیرهایی که به یک کلاس یا یک شی انتساب داده می‌شود صفت یا ویژگی یا Attribute خوانده می‌شوند. در بحث شی گرایی زبان برنامه‌نویسی پایتون دو نوع Attribute وجود دارد:
+
+* Instance Attribute
+* Class Attribute
+
+
+
+
+Instance Attribute
+~~~~~~~~~~~~~~~~~~~~~
+
+به Attributeهای خاص یک شی گفته می‌شود. به هر شی در زبان برنامه‌نویسی پایتون می‌توان با استفاده از سینتکس زیر یک Attribute انتساب داد::
+
+  object.attribute_name = value
+  
+
+.. code-block:: python
+	:linenos:
+	
+	class Sample: pass
+		
+	sample = Sample()
+
+	sample.a_new_attribute = 'A New Attribute!'
+
+	print(sample.a_new_attribute)
+
+::
+
+	A New Attribute!
+	
+هر چیزی در پایتون یک شی است ولی ممکن است مفسر پایتون برای برخی اشیا محدودیت‌هایی در نظر گرفته باشد و شما نتوانید به هر شی‌ای در پایتون Attribute اضافه نمایید. در این لحظه جا دارد اشاره شود به درس چهاردهم (بخش Function Attributes) که در واقع کاری جز افزودن Attribute به  شی تابع نبود.
+
+.. tip:: 
+  مقدار این دسته از Attributeها به ازای هر شی منحصر‌به‌فرد است. برای نمونه صفت‌هایی همچون نام، نام‌خانوادگی، سن و جنسیت برای هر یک از اشیای کلاس «شخص» قابل تعریف است. بدیهی است که هر نمونه شی از این کلاس می‌بایست شامل مقادیر منحصر‌به‌فردی از این Attributeها باشد.
+
+برگردیم به مثال قبل که در آن ما یک کلاس به اسم Sample ایجاد (سطر ۱) و به یک شی از آن  - پس از نمونه‌سازی (سطر ۳) - یک Attribute به نام a_new_attribute اضافه کردیم (سطر ۵). این شیوه افزودن Attribute به اشیای کلاس‌هایی که خودمان آن‌ها را تعریف می‌کنیم چندان جالب نیست و ممکن است باعث بروز خطاهایی منطقی در برنامه گردد، بهتر است این کار توسط متد ``__init__`` که در واقع initializer اشیا پایتون است، انجام پذیرد - به نمونه کدهای زیر توجه نمایید:
+
+
+.. code-block:: python
+	:linenos:
+	
+	class Sample:
+	
+		def __init__(self, attribute_value):
+			self.a_new_attribute = attribute_value
+		
+	sample = Sample()
+
+	print(sample.a_new_attribute)
+
+::
+
+	A New Attribute!
+	
+	
+.. code-block:: python
+	:linenos:
+
+	class Person:
+
+		def __init__(self, first_name, last_name, age, gender):
+			self.first_name = first_name
+			self.last_name = last_name
+			self.age = age
+			self.gender = gender
+	    
+	person_1 = Person('Kaneki', 'Ken', 18, 'male')
+	person_2 = Person('Haise', 'Sasaki', 19, 'male')
+    
+	print(person_1.first_name)
+	print(person_2.last_name)
+
+
+::
+
+	Kaneki
+	Sasaki
+
+
+در ادامه شرح داده خواهد شد که پارامتر ``self`` به شی جاری اشاره دارد و به صورت خودکار توسط مفسر پایتون مقداردهی می‌شود.
+
+
+
+
+Class Attribute
+~~~~~~~~~~~~~~~~~~~~~
+
+به Attributeهای خاص یک کلاس گفته می‌شود و در واقع متغیرهایی است که درون کلاس و خارج از متدها تعریف می‌گردند. کاربرد این Attributeها به اشتراک گذاشتن یک یا چند مقدار یکسان در بین تمام اشیاست. 
+
+تمام اشیای یک کلاس به Class Attributeهای آن کلاس دسترسی دارند:
+
+
+.. code-block:: python
+    :linenos:
+
+    class Sample:
+        class_attribute = 0
+
+    print('#' * 10, 'STEP#A')
+    print('LINE 05:', Sample.class_attribute)
+
+    # Instantiation
+    sample_1 = Sample()
+    sample_2 = Sample()
+    
+    print('#' * 10, 'STEP#B')
+    print('LINE 12:', sample_1.class_attribute)
+    print('LINE 13:', sample_2.class_attribute)
+    
+    print('#' * 10, 'STEP#C')
+
+    # Change class_attribute for all objects
+    Sample.class_attribute = 1
+    
+    print('LINE 20:', sample_1.class_attribute)  # Changed!
+    print('LINE 21:', sample_2.class_attribute)  # Changed!
+    
+    print('#' * 10, 'STEP#D')
+
+    # WARNING!!! Create a new instance attribute
+    sample_2.class_attribute = 2
+    
+    print('LINE 28:', sample_1.class_attribute)
+    print('LINE 29:', sample_2.class_attribute)  # instance attribute!!!
+
+
+::
+
+        ########## STEP#A
+        LINE 05: 0
+        ########## STEP#B
+        LINE 12: 0
+        LINE 13: 0
+        ########## STEP#C
+        LINE 20: 1
+        LINE 21: 1
+        ########## STEP#D
+        LINE 28: 1
+        LINE 29: 2
+
+
+
+
+.. tip:: 
+
+  مقدار Class Attributeها هم با استفاده از نام کلاس قابل دستیابی است (سطر ۵) و هم با استفاده از هر یک از اشیا آن کلاس (سطرهای ۱۲ و ۱۳).
+
+.. tip:: 
+  برای تغییر مقدار Class Attribute در داخل کلاس از Class Method - *در ادامه شرح داده می‌شود* - استفاده می‌شود و در بیرون کلاس **با استفاده از نام کلاس** به صورت زیر (سطر ۱۸)::
+
+        ClassName.class_attribute = new_value
+
+.. tip:: 
+
+  برای تغییر مقدار Class Attributeها، **از شی استفاده نکنید**، با این کار تنها یک Instance Attribute برای آن شی ایجاد می‌گردد (سطر ۲۶).
+
+
+.. _python-oop-method:
+
+متد (Method)
+-----------------------------------------------------
+
+متدها در واقع توابعی هستند که داخل هر کلاس تعریف می‌شوند. هر کلاس پایتون می‌تواند شامل سه نوع متد باشد:
+
+* Instance Method
+
+  هر زمان در پیاده‌سازی یک کلاس، به شی جاری از کلاس یا Instance Attributeها نیاز داشتیم می‌بایست این نوع متد را پیاده‌سازی کنیم.
+
+* Class Method
+
+  هر زمان در پیاده‌سازی یک کلاس، به خود کلاس یا Class Attributeها نیاز داشتیم می‌بایست این نوع متد را پیاده‌سازی کنیم.
+
+* Static Method
+
+  هر زمان در پیاده‌سازی یک کلاس، به کلاس و به اشیای آن کلاس نیازی نداشتیم یا قصد پیاده‌سازی کاری مستقل از رفتار کلی کلاس مورد نظر داشتیم، می‌بایست این نوع متد را پیاده‌سازی کنیم. 
+
+.. code-block:: python
+    :linenos:
+
+    class Sample:
+    
+        def instance_method(self):
+            pass
+    
+        @classmethod
+        def class_method(cls):
+            pass
+    
+        @staticmethod
+        def static_method():
+            pass
+    
+
+.. _python-instance-method:
+
+متد شی (Instance Method)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+رایج‌ترین نوع متد در پایتون است. برای ایجاد این متد نیازی به دکوراتور (Decorator‌ - درس سیزدهم) نیست. همانطور که از نام این متد مشخص است این متد تنها از سوی اشیا یک کلاس قابل استفاده است. همانطور که پیش‌تر صحبت شد، هر شی از کلاس صفات خاص خود را دارد  (Instance Attributes) که از این متدها می‌توان برای دستیابی و دستکاری آن‌ها استفاده کرد.
+
+این نوع متد همواره می‌بایست حداقل یک پارامتر داشته باشد. پارامتر نخست که معمولا ``self`` نام‌گذاری می‌شود حاوی شی جاری از کلاس است - در واقع همان شی ای که این متد را فراخوانی کرده است. این مقدار همواره از  سوی مفسر پایتون ارسال می‌گردد و نیازی به ارسال از سوی برنامه‌نویس ندارد:
+
+.. code-block:: python
+    :linenos:
+
+    class Sample:
+    
+        def __init__(self, char='*'):
+            self.character = char
+    
+        def multiply_print(self, count=1):
+            print(self.character * count)
+    
+    
+    sample_1 = Sample()  # Instantiating a new Object
+
+    sample_1.multiply_print()
+    sample_1.multiply_print(10)
+
+    print('-' * 30)
+
+    sample_2 = Sample('#')  # Instantiating a new Object
+
+    sample_2.multiply_print()
+    sample_2.multiply_print(10)
+
+::
+
+      *
+      **********
+      ------------------------------
+      #
+      ##########
+
+
+گفته شده که متد ``__init__``  جزیی از مفهوم Constructor کلاس‌های پایتون بوده و برای شخصی‌سازی یک شی در زمان ایجاد آن به کار می‌رود و کاربرد معمول آن افزودن Attribute به شی است. در نمونه کد بالا، این متد یک پارامتر char دریافت می‌کند - این پارامتر مقدار پیش‌فرض ``*`` را دارد، بنابراین ارسال آرگومان متناظر برای آن اجباری نیست (تابع در پایتون - درس دوازدهم). با این کار می‌توانیم در زمان نمونه‌سازی شی، یک Attribute با نام character در آن تعریف نماییم (سطر ۴). ما می‌خواهیم مقدار Attribute یا صفت character از هر شی را به تعداد دلخواه چاپ نماییم، از آنجا که این مقدار یک صفتِ متعلق به شی است و در ازای هر شی این مقدار می‌تواند متفاوت باشد پس ما برای این کار می‌بایست که یک Instance Method در بدنه کلاس تعریف کنیم (متد ``multiply_print`` ) - چرا که تنها در این صورت است که می‌توانیم به ``self`` دسترسی داشته باشیم و مقدار صفت character را از آن دستیابی کنیم. 
+
+.. tip:: 
+
+  Instance Method‌ها تنها می‌توانند توسط اشیا فراخوانی شوند. روند فراخوانی یک متد توسط شی نیز به صورت نام شی + کاراکتر ``.‍‍`` + نام متد می‌باشد.
+
+
+.. _python-class-method:
+
+متد کلاس (Class Method)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+این نوع متد همواره می‌بایست حداقل یک پارامتر داشته باشد. پارامتر نخست که معمولا ``cls`` نام‌گذاری می‌شود حاوی کلاس جاری است - در واقع این متد هیچ اطلاعاتی از اشیا کلاس ندارد و تنها کلاس را می‌شناسد و Class Attributeها را دستیابی و دستکاری می‌کند. مقدار ``cls`` نیز همانند ``self``  همواره از  سوی مفسر پایتون ارسال می‌گردد و نیازی به ارسال از سوی برنامه‌نویس ندارد. این متد با استفاده از دکوراتور (Decorator‌ - درس سیزدهم) ``classmethod@`` ایجاد می‌شود [`اسناد پایتون <https://docs.python.org/3/library/functions.html#classmethod>`__]:
+
+.. code-block:: python
+    :linenos:
+
+    class Student:
+        school_name = 'My School'
+    
+        def __init__(self, name, family):
+            self.name = name
+            self.family = family
+        
+        @classmethod
+        def school_info(cls):
+            print(cls)
+            return f'name: {cls.school_name}'
+    
+    print(Student.school_info())
+    print('-' * 30)
+    print(Student('My Name', 'My Family').school_info())
+
+::
+
+        <class '__main__.Student'>
+        name: My School
+        ------------------------------
+        <class '__main__.Student'>
+        name: My School
+
+
+.. tip:: 
+
+  این نوع متد (Class Method) را می‌توان هم با استفاده از نام کلاس دستیابی کرد (سطر ۱۳) و هم با استفاده از اشیای آن کلاس (سطر ۱۵)، در واقع دکوراتور  ``classmethod@`` کارهای لازم برای نادیده گرفتن شی و ارسال مقدار پارامتر ``cls`` را انجام می‌دهد.
+
+
+.. _python-static-method:
+
+متد ایستا (Static Method)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+این نوع متد با استفاده از دکوراتور (Decorator‌ - درس سیزدهم) ``staticmethod@`` ایجاد می‌شود [`اسناد پایتون <https://docs.python.org/3/library/functions.html#staticmethod>`__]. این نوع متد پایتون، نه از اشیا اطلاعاتی دارد و نه حتی از کلاس. در واقع به این نوع متد، نه مقدار ``self``  ارسال می‌شود و نه ``cls``:
+
+
+.. code-block:: python
+    :linenos:
+
+    class Student:
+        school_name = 'My School'
+    
+        def __init__(self, name, family):
+            self.name = name
+            self.family = family
+        
+        @classmethod
+        def school_info(cls):
+            print(cls)
+            return f'name: {cls.school_name}'
+
+        @staticmethod
+        def info():
+            return "This is a student class"
+    
+    print(Student.info())
+    print('-' * 30)
+    print(Student('My Name', 'My Family').info())
+
+::
+
+        This is a student class
+        ------------------------------
+        This is a student class
+
+
+.. tip:: 
+
+  این نوع متد (Static Method) را می‌توان هم با استفاده از نام کلاس دستیابی کرد (سطر ۱۷) و هم با استفاده از اشیای آن کلاس (سطر ۱۹)، در واقع دکوراتور  ``staticmethod@`` کارهای لازم برای نادیده گرفتن شی و کلاس مربوط را انجام می‌دهد.
+
+
+
+.. _python-object-hash:
+
+
+مقدار Hash یک شی و کاربرد آن در پایتون
+---------------------------------------------
+
+به صورت کلی یک **Hash** در واقع عددی است که در ازای داده‌ای مشخص برآورد می‌گردد. داده‌های مشابه دارای مقدار hash یکسانی خواهند بود و از طرفی یک تغییر جزئی در داده منجر به تولید یک مقدار hash کاملا متفاوت می‌شود. مقدار hash از یک تابع هَش [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Hash_function>`__] به دست می‌آید که مسئولیت آن تبدیل داده ورودی به hash رمزگذاری شده است. واضح است که تعداد داده‌ها می‌تواند بسیار بیشتر از تعداد مقادیر قابل تولید hash باشد، بنابراین دو داده ممکن است مقدار hash یکسان داشته باشند که به آن Hash collision می‌گویند. در واقع اگر دو شی hash یکسان داشته باشند، لزوماً دارای ارزش یکسانی نیستند (برابر نیستند).
+
+
+در زبان برنامه‌نویسی پایتون،‌ تابع ``hash`` [`اسناد پایتون <https://docs.python.org/3/library/functions.html#hash>`__] یک شی hashable (قابل hash) را دریافت و مقدار hash آن را بر می‌گرداند::
+
+    >>> a = 5
+    >>> hash(a)
+    5
+    >>> hash(5)
+    5
+
+    >>> hash(999999999999999999)
+    999999999999999999
+    >>> hash(99999999999999999999999999999999999999)
+    244469275760665570
+
+    >>> a = 'saeid'
+    >>> hash(a)
+    4007074958086188072
+
+    >>> hash('PYTHON')
+    -6387242471900568301
+
+    >>> hash('PYTHoN')
+    -6457932607787762593
+
+
+* گاهی ممکن است مقدار hash برابر با یک عدد منفی محاسبه گردد، مقدار hash منفی نیز در پایتون معتبر می‌باشد.
+
+* با دوباره اجرا کردن برنامه یا اسکریپت ممکن است به نتایج دیگری از مقدار hash برسید. در واقع تظمین یکتایی مقدار hash تولید شده در پایتون تنها در ازای حیات هر proccess یا «اجرای برنامه» پابرجا خواهد بود.
+
+
+.. _python-hashable-object:
+
+شی hashable
+~~~~~~~~~~~~~~~~~~~~~
+
+گفتیم ورودی تابع ``hash`` پایتون می‌بایست یک شی hashable باید. **کدام اشیا در پایتون hashable هستند؟** تمامی اشیای که از نوع immutable (تغییرناپذیر - *مراجعه شود به بخش دسته‌بندی از درس هشتم*) هستند و همچنین اشیایی که متد خاص ``__hash__`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__hash__>`__] را پیاده‌سازی کرده باشند::
+
+
+    >>> class Sample:
+    ...     pass
+    ... 
+    >>> obj = Sample()
+    >>> hash(obj)
+    -9223363243335467036
+    >>> obj.__hash__()
+    -9223363243335467036
+
+متد ``__hash__`` جزو متدهای خاص در پایتون می‌باشد و هر کلاسی که در پایتون ایجاد می‌کنید به صورت ضمنی یک پیاده‌سازی پیش‌فرض از این متد را شامل می‌شود.
+
+
+.. _python-using-hash:
+
+کاربرد hash در پایتون
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+**۱) ساختار Hash table** [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Hash_table>`__]
+
+ساختمان داده دو نوع **دیکشنری (dict)** و **مجموعه (set)** در زبان برنامه‌نویسی پایتون بر پایه Hash table ایجاد شده است. در نتیجه سرعت دستیابی عناصر در آن‌ها بسیار بیشتر از دستیابی در شی لیست (List) می‌باشد. در نوع داده دیکشنری، hash کلیدها محاسبه و از آن برای دستیابی مقدار مربوطه استفاده می‌شود، برای همین است که **کلیدها در دیکشنری حتما می‌بایست از نوع hashable باشند** ولی برای مقادیر هیچ محدودیتی وجود ندارد. نوع داده مجموعه نیز **تنها می‌تواند شامل تعدادی شی hashable و یکتا (غیر تکراری) باشد**.
+
+
+**۲) مقایسه دو شی**
+
+
+
+.. tip:: 
+
+  * اگر دو شی با یکدیگر برابر باشند، آنگاه مقدار hash آن‌ها نیز برابر خواهد بود.
+
+  * اگر مقدار hash دو شی با یکدیگر برابر باشد، آنگاه **ممکن است** آن دو شی نیز با یکدیگر برابر باشند.
+
+
+
+طی دروس آینده با مبحث Operator Overloading آشنا خواهید شد ولی در اینجا تنها کافی است بدانید که هرگاه دو شی توسط عملگر ``==`` مقایسه گردند، متد ``__eq__`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__eq__>`__] به صورت خودکار فراخوانی خواهد شد. البته این متد نیز مانند باقی متدهای خاص پایتون، به صورت ضمنی یک پیاده‌سازی پیش‌فرض از خود دارد. در واقع خروجی این متد نتیجه مقایسه برابر بودن دو شی را برمی‌گرداند.
+
+بین دو متد ``__eq__`` و ``__hash__`` روابطی حاکم است که باید بدانیم:
+
+
+* اگر متد ``__eq__`` را پیاده‌سازی کنید ولی متد ``__hash__`` را خیر، **آنگاه اشیای کلاس مذکور hashable نخواهند بود**.
+
+* اگر متد ``__hash__`` را پیاده‌سازی کرده‌اید، آنگاه بهتر است متد ``__eq__`` را هم پیاده‌سازی نمایید. در غیر این صورت ممکن است در هنگام مقایسه اشیا خود دچار نتایج نامطلوب گردید. 
+
+* در حالت پیش‌فرض پایتون، ``True`` بودن خروجی متد ``__eq__`` برای دو شی ``x`` و ``y`` یعنی ``x == y`` به معنی برقرار بودن دو شرط:‌ ``x is y`` و ``hash(x) == hash(y)`` می‌باشد.
+
+* در حالت پیش‌فرض پایتون، تمام اشیای یک کلاس نابرابر و دارای مقدار hash متفاوت هستند، مگر اینکه ملاک مقایسه یک شی، خودش باشد.
+
+به دو نمونه کد زیر توجه نمایید:
+
+
+**مقایسه شی در حالت پیش‌فرض:**
+
+.. code-block:: python
+    :linenos:
+
+    class Student:
+        def __init__(self, name, score):
+            self.name = name
+            self.score = score
+
+    obj_1 = Student('Saeid', 70)
+    obj_2 = Student('Saeid', 90)
+
+    print('Single Object     :', obj_1 == obj_1)
+    print('Same Objects      :', obj_1 == Student('Saeid', 70))
+    print('Different Objects :', obj_1 == obj_2) 
+
+
+::
+
+    Single Object     : True
+    Same Objects      : False
+    Different Objects : False
+
+
+
+**مقایسه شی به همراه شخصی‌سازی دو متد مذکور:**
+
+
+.. code-block:: python
+    :linenos:
+
+    class Student:
+        def __init__(self, name, score):
+            self.name = name
+            self.score = score
+
+        def __eq__(self, other):
+            return self.name == other.name and self.score == other.score
+
+        def __hash__(self):
+            return hash((self.name, self.score))
+
+    obj_1 = Student('Saeid', 70)
+    obj_2 = Student('Saeid', 90)
+
+    print('Single Object     :', obj_1 == obj_1)
+    print('Same Objects      :', obj_1 == Student('Saeid', 70))
+    print('Different Objects :', obj_1 == obj_2)
+
+::
+
+    Single Object     : True
+    Same Objects      : True
+    Different Objects : False
+
+
+در این مثال هر دو Attribute کلاس Student از نوع immutable بودند، بنابراین از خود آن‌ها برای مقایسه و محاسبه مقدار hash استفاده کردیم. به هر حال منطق پیاده‌سازی این دو متد بر اساس مسئله مطرح شده، بر عهده برنامه‌نویس می‌باشد. حتی می‌توانید از مقدار تابع ``()id`` یا همان ``id(self)`` بهره بگیرید.
+
+
+|
+
+----
+
+:emoji-size:`😊` امیدوارم مفید بوده باشه
+
+
+
diff --git a/source/lessons/l18-inheritance-and-association-in-python.rst b/source/lessons/l18-inheritance-and-association-in-python.rst
index 9ee9721..c1f32f9 100644
--- a/source/lessons/l18-inheritance-and-association-in-python.rst
+++ b/source/lessons/l18-inheritance-and-association-in-python.rst
@@ -1,768 +1,768 @@
-.. role:: emoji-size
-
-.. meta::
-   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس هجدهم: شی گرایی (OOP) در پایتون: وراثت (Inheritance)، Association و Mixin
-
-
-.. _lesson-18: 
-
-درس ۱۸: شی گرایی (OOP) در پایتون: وراثت (Inheritance)، Association و Mixin
-========================================================================================================
-
-.. figure:: /_static/pages/18-python-object-oriented-programming-inheritance-mro-mixin.jpg
-    :align: center
-    :alt: شی گرایی (OOP) در پایتون: وراثت (Inheritance)، Association و Mixin
-    :class: page-image
-
-    Photo by `Vidar Nordli-Mathisen <https://unsplash.com/photos/s-vhziQHngM>`__
-
-  
-این درس در ادامه درس پیش می‌باشد و به بررسی رابطه بین کلاس‌ها و اشیا می‌پردازد. در درس پنجم مقدمه‌ای از این روابط صحبت شده است و این درس  به صورت کامل دو رابطه **IS-A** یا Inheritance و **HAS-A** یا Association در مفهموم شی گرایی و چگونگی پیاده‌سازی آن‌ها در زبان برنامه‌نویسی پایتون را شرح می‌دهد.
-
-در این درس همچنین به شرح **وراثت چندگانه (Multiple Inheritance)**، **Method Resolution Order** و کلاس‌های **Mixin** در زبان برنامه‌نویسی پایتون خواهیم پرداخت.
-
-
-:emoji-size:`✔` سطح: متوسط
-
-----
-
-
-.. contents:: سرفصل‌ها
-    :depth: 2
-
-----
-
-
-وراثت (Inheritance)
-----------------------------------
-
-وراثت به معنی امکانی است که یک کلاس بتواند صفات و رفتارهای یک کلاس دیگر را نیز به همراه خود داشته باشد. پیاده‌سازی وراثت در پایتون حداقل به دو کلاس نیاز دارد:
-
-* **base class** یا **superclass**: کلاس اصلی یا کلاسی می‌خواهیم کلاس یا کلاس‌های دیگری آن را به ارث ببرند و صفات و رفتارهای آن به دیگر کلاس(ها) سرایت پیدا کند.
-* **derived class** یا **subclass**: کلاس یا کلاس‌هایی که از superclass ارث‌بری خواهند داشت.
-
-.. image:: /_static/lessons/l18-python-oop-inheritance.jpg
-    :align: center
-
-تصویر بالا یک نمونه ساده از ساختار وراثت را نمایش می‌دهد. در برنامه ما قرار است یک کلاس گنجشک (Sparrow) و سگ (Dog) ایجاد گردد، از آنجا که برخی از رفتارهای این دو کلاس یکسان است مانند راه رفتن (Walk) یا نفس کشیدن (Breathe)، یک superclass کلاس برای آن‌ها با نام Animal ایجاد می‌کنیم که شامل صفات و رفتارهای مشترک دو کلاس نام برده باشد - پیاده‌سازی پایتونی تصویر بالا به صورت نمونه کد زیر خواهد بود:
-
-.. code-block:: python
-    :linenos:
-
-    class Animal:
-
-        def walk(self):
-          print(f'{self.__class__.__name__}: walking...')
-    
-        def breathe(self):
-          print(f'{self.__class__.__name__}: breathing...')
-    
-    
-    class Sparrow(Animal):
-    
-        def fly(self):
-          print(f'{self.__class__.__name__}: flying...')
-    
-    
-    class Dog(Animal):
-    
-        def run(self):
-          print(f'{self.__class__.__name__}: running...')
-    
-    
-    sparrow = Sparrow()
-    dog = Dog()
-    
-    sparrow.walk()
-    sparrow.breathe()
-    sparrow.fly()
-
-    print('-' * 30)
-
-    dog.walk()
-    dog.breathe()
-    dog.run()
-
-::
-
-    Sparrow: walking...
-    Sparrow: breathing...
-    Sparrow: flying...
-    ------------------------------
-    Dog: walking...
-    Dog: breathing...
-    Dog: running...
-
-.. tip:: 
-
-  همانطور که از نمونه کد بالا مشاهده می‌شود، زمانی که یک شی subclass، متد superclass خود را فراخوانی می‌کند، مقدار ``self`` در متد superclass برابر با شی فراخوانی کننده متد یعنی همان subclass خواهد بود. 
-
-به صورت پیش‌فرض هر شی پایتون حاوی  Attributeها و متدهایی است که فهرست آن‌ها با استفاده از تابع ``dir`` [`اسناد پایتون <https://docs.python.org/3/library/functions.html#dir>`__] قابل مشاهده خواهد بود. با این توضیح صفت ``__self.__class``  حاوی کلاس شی می‌باشد و ``__self.__class__.__name`` نیز نام کلاس شی را در بر دارد - *این موضوع در درس‌های پیش نیز مطرح شده بود*::
-
-    >>> class Sample:
-    ...     def imethod(self):
-    ...         print(dir(self))
-    ...         print()
-    ...         print(self.__class__)
-    ... 
-    >>> 
-    >>> sample = Sample()
-    >>> sample.imethod()
-    ['__class__', '__delattr__', '__dict__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__gt__', '__hash__', '__init__', '__init_subclass__', '__le__', '__lt__', '__module__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__setattr__', '__sizeof__', '__str__', '__subclasshook__', '__weakref__', 'imethod']
-
-    <class '__main__.Sample'>
-    >>> 
-
-با این حال، برخی اشیا پایتون حاوی  Attributeهایی هستند که ممکن است توسط تابع ``dir``  نمایش داده نشود. از این  Attributeها به عنوان Special Attributes یاد می‌شود [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#special-attributes>`__]. برای مثال صفت ``__definition.__name`` بسته به نوع definition، حاوی نام کلاس، تابع، متد یا غیره می‌باشد.
-
-همان‌طور که بیان شد subclass‌ها به Attributeهای superclass کلاس خود نیز دسترسی دارند، به نمونه کدی دیگر نیز توجه نمایید:
-
-.. code-block:: python
-    :linenos:
-
-    class SuperClass:
-        super_class_attr = {'one':1, 'two':2}
-    
-        def __init__(self, param_1):
-            self.super_instance_attr = param_1
-    
-
-    class SubClass(SuperClass):
-        sub_class_attr = {'six':6, 'seven':7}
-    
-        def __init__(self, param_1, param_2):
-            super().__init__(param_1)
-            self.sub_instance_attr = param_2
-
-        def sub_instance_method(self):
-            print('Called: sub_instance_method')
-            print(self.super_instance_attr)
-            print(self.sub_instance_attr)
-    
-        @classmethod
-        def sub_class_method(cls):
-            print('Called: sub_class_method')
-            print(cls.super_class_attr)
-            print(cls.sub_class_attr)
-    
-
-    sub = SubClass('param_1', 'param_2')
-    
-    print(sub.super_instance_attr)
-    print(sub.sub_instance_attr)
-    print('-' * 30)
-    print(SubClass.super_class_attr)
-    print(SubClass.sub_class_attr)
-    print('-' * 30)
-    sub.sub_instance_method()
-    print('-' * 30)
-    SubClass.sub_class_method()
-
-::
-
-    param_1
-    param_2
-    ------------------------------
-    {'one': 1, 'two': 2}
-    {'six': 6, 'seven': 7}
-    ------------------------------
-    Called: sub_instance_method
-    param_1
-    param_2
-    ------------------------------
-    Called: sub_class_method
-    {'one': 1, 'two': 2}
-    {'six': 6, 'seven': 7}
-
-
-.. tip:: 
-
-  از درس پیش مفهوم سازنده (Constructor) در شی گرایی را بیاد داریم. چنانچه در superclass متدهای سازنده (``__new__`` و  ``__init__``) پیاده‌سازی شده باشند، می‌بایست این متدها در subclass‌ها نیز پیاده‌سازی شوند، نیازی نیست که سرآیند تعریف این دو متد با superclass یکسان باشد ولی می‌بایست مقادیر مورد نیاز متد superclass فراهم شود. برای این کار لازم است داخل متد subclassها به superclass دسترسی داشه باشیم، تابع ``super`` [`اسناد پایتون <https://docs.python.org/3/library/functions.html#super>`__] این امکان را فراهم می‌کند.
-
-خروجی  تابع ``super`` [`اسناد پایتون <https://docs.python.org/3/library/functions.html#super>`__] شی است که نقش واسط را بین دو کلاس subclass و superclass دارد. نمونه کد زیر چگونگی فراخوانی انواع متدهای superclass را از subclass نمایش می‌دهد:
-
-
-.. code-block:: python
-    :linenos:
-
-    class SuperClass:
-    
-        def super_instance_method(self):
-            print('Called: super_instance_method')
-            print(self)
-    
-        @classmethod
-        def super_class_method(cls):
-            print('Called: super_class_method')
-            print(cls)
-
-        @staticmethod
-        def super_static_method():
-            print('Called: super_static_method')
-    
-
-    class SubClass(SuperClass):
-    
-        def sub_instance_method(self):
-            super().super_instance_method()
-            super().super_class_method()
-            SuperClass.super_static_method()
-    
-        @classmethod
-        def sub_class_method(cls):
-            super().super_class_method()
-            SuperClass.super_static_method()
-
-        @staticmethod
-        def sub_static_method():
-            SuperClass.super_static_method()
-    
-
-    sub = SubClass()
-    
-    sub.sub_instance_method()
-    print('-' * 30)
-    SubClass.sub_class_method()
-    print('-' * 30)
-    SubClass.sub_static_method()
-
-::
-
-    Called: super_instance_method
-    <__main__.SubClass object at 0x7f9c77052898>
-    Called: super_class_method
-    <class '__main__.SubClass'>
-    Called: super_static_method
-    ------------------------------
-    Called: super_class_method
-    <class '__main__.SubClass'>
-    Called: super_static_method
-    ------------------------------
-    Called: super_static_method
-
-می‌دانیم که مفسر پایتون به صورت خودکار اطلاعات مربوط به شی فراخوانی کننده یک Instance Method را فراهم می‌آورد. زمانی که یک Instance Method از subclass فراخوانی می‌شود، تابع ``super`` می‌تواند آن شی و از طریق آن شی نیز به کلاس دسترسی داشته باشد بنابراین از داخل Instance Method کلاس subclass می‌توان به واسطه تابع ``super`` به هر دو نوع Instance Methodها و Class Methodهای superclass دسترسی پیدا کرد، چرا که تابع ``super`` می‌تواند مقادیر ``self``  و ``cls`` را به منظور فراخوانی متدهای متناظر superclass به دست آورد.
-
-همچنین می‌دانیم که در فراخوانی Class Method، تنها اطلاعات مربوط به کلاس فراهم است و نه شی. زمانی که یک Class Method از subclass فراخوانی می‌شود، تابع ``super`` می‌تواند به کلاس مرتبط دسترسی داشته باشد بنابراین از داخل Class Method کلاس subclass تنها می‌توان به واسطه تابع ``super`` به Class Methodهای superclass دسترسی پیدا کرد، چرا که تابع ``super`` تنها می‌تواند مقدار ``cls`` را به منظور فراخوانی متدهای متناظر superclass به دست آورد.
-
-در زمان فراخوانی Static Method نیز می‌دانیم که مفسر پایتون هیچ اطلاعاتی از شی و کلاس مرتبط را فراهم نمی‌آورد، بنابراین فراخوانی این متد با استفاده از تابع ``super`` انجام نمی‌پذیرد. در صورت نیاز به فراخوانی Static Methodهای کلاس superclass در کلاس subclass، همواره می‌توانید از نام کلاس superclass بهره بگیرید.
-
-
-.. note:: 
-
-  این برنامه‌نویس است که تصمیم می‌گیرد یک کلاس چگونه طراحی شود. اینکه کدام متد باید از کدام نوع باشد مسئله‌ای است که برنامه‌نویس باید در زمان طراحی کلاس خود به آن فکر کند و از امکانات زبان برنامه‌نویسی پایتون به درستی در جهت بهتر و راحت‌تر به انجام رساندن مسئله خود بهره بگیرد.
-
-
-.. tip:: 
-
-  هر شی از یک کلاس علاوه بر اینکه از نوع آن کلاس محسوب می‌شود، از نوع superclass نیز به حساب می‌آید. در واقع یک شی نوع subclass، نوع superclass را نیز به ارث می‌برد::
-
-       >>> class SuperClass:
-       ...     pass
-       ... 
-       >>> class SubClass(SuperClass):
-       ...     pass
-       ... 
-       >>> sub = SubClass()
-       >>> 
-       >>> isinstance(sub, SubClass)
-       True
-       >>> isinstance(sub, SuperClass)
-       True
-       >>> isinstance(sub, object)
-       True
-
-  در واقع این نمایش رابطه **IS-A**  می‌باشد. توجه داشته باشید که این رابطه از پایین به بالا می‌باشد و برعکس آن صادق نیست. برای نمونه، مثال نخست را بیاد آورید. گنجشک (Sparrow) یک  Animal است ولی  Animal لزوما گنجشک نیست!
-
-  تمام کلاس‌های پایتون به صورت ضمنی از کلاس ``object`` ارث‌بری دارند.
-
-  
-
-
-
-وراثت چندگانه (Multiple Inheritance)
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-پایتون جزو معدود زبان‌های برنامه‌نویسی مدرنی است که از وراثت چندگانه پشتیبانی می‌کند، چیزی که در زبانی همچون Java نیز وجود ندارد. در واقع پیاده‌سازی وراثت چندگانه چالش‌هایی به همراه دارد، همانند Diamond Problem که در Java ترجیح داده شده است که از وراثت چندگانه پرهیز کند و نبود آن را با پیاده‌سازی مفهومی همچون Interface پوشش دهد [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Interface_(Java)>`__]. 
-
-فراموش نکنیم در پیاده‌سازی شی گرایی می‌بایست بنابر نیاز برنامه کدهای خود را به کوچک‌ترین واحدهای ممکن تقسیم کنیم و اینکه یک شی بتواند صفات و رفتارهای چندین کلاس را به همراه خود داشته باشد یک نیاز اساسی در شی گرایی است. این الزام فلسفه سادگی پایتون است که مانع از آن می‌شود تا مفاهیمی موازی درکنار هم ایجاد شوند - همانند Class و Interface - وراثت چندگانه راه حل ساده و منطقی زبان برنامه‌نویسی پایتون برای حل این مشکل است و این امکان را می‌دهد که یک کلاس بتواند بیش از یک superclass داشته باشد:
-::
-
-    >>> class SuperClassA:
-    ...     pass
-    ... 
-    >>> class SuperClassB:
-    ...     pass
-    ... 
-    >>> class SuperClassC:
-    ...     pass
-    ... 
-    >>> class SubClass(SuperClassA, SuperClassB, SuperClassC):
-    ...     pass
-    ... 
-    >>> sub = SubClass()
-    >>> 
-    >>> isinstance(sub, SubClass)
-    True
-    >>> isinstance(sub, SuperClassA)
-    True
-    >>> isinstance(sub, SuperClassB)
-    True
-    >>> isinstance(sub, SuperClassC)
-    True    
-    >>> isinstance(sub, object)
-    True
-
-نمونه کد بالا نمایش ساختار وراثت چندگانه در پایتون است که در آن کلاس SubClass به ترتیب از سه کلاس SuperClassA و SuperClassB و SuperClassC  ارث‌بری دارد. 
-
-اکنون مهم‌ترین چالش چگونگی دسترسی به متدهای هر یک از این superclassها می‌باشد. تاکنون برای دسترسی به متدهای superclass از تابع  ``super``  استفاده می‌کردیم ولی حالا که صحبت از چندین superclass است، مثلا مقدارهی متد ``__init__`` (که در تمام superclassها با همین نام وجود دارد) توسط این تابع چگونه می‌تواند انجام شود؟ چگونه باید به پایتون بگوییم آرگومان‌هایی را که می‌خواهیم دقیقا به متد خاصی از superclass مورد نظر ارسال کند؟ البته نگران نباشید، پایتون مشکلی نخواهد داشت. در ادامه، حالات مختلف حل این مسئله را بررسی خواهیم کرد.
-
-**شیوه یکم:** خیلی ساده، می‌توانیم اصلا از تابع ``super`` استفاده نکنیم و متدهای هر superclass را مستقیم با نام خودش فراخوانی کنیم که البته در این روش لازم است به ازای تمام پارامترهای متد superclass آرگومان متناظر را ارسال نماییم، از جمله برای ``self``:
-
-
-.. code-block:: python
-    :linenos:
-
-    class SuperClassA:
-        def __init__(self, param_0, param_3):  
-            print('Called: SuperClassA.__init__()')
-            self.param_0 = param_0
-            self.param_3 = param_3
-    
-    
-    class SuperClassB:
-        def __init__(self, param_1):  
-            print('Called: SuperClassB.__init__()')
-            self.param_1 = param_1
-    
-    class SuperClassC:
-        def __init__(self, param_2):  
-            print('Called: SuperClassC.__init__()')
-            self.param_2 = param_2
-    
-    
-    class SubClass(SuperClassA, SuperClassB, SuperClassC):
-        def __init__(self, param_0, param_1, param_2, param_3, param_4):  
-            SuperClassA.__init__(self, param_0, param_3)
-            SuperClassB.__init__(self, param_1)
-            SuperClassC.__init__(self, param_2)
-            self.param_4 = param_4
-    
-    
-    sub = SubClass(0, 1, 2, 3, 4)
-    
-    print('param_0: ', sub.param_0)
-    print('param_1: ', sub.param_1)
-    print('param_2: ', sub.param_2)
-    print('param_3: ', sub.param_3)
-    print('param_4: ', sub.param_4)
-
-::
-
-    Called: SuperClassA.__init__()
-    Called: SuperClassB.__init__()
-    Called: SuperClassC.__init__()
-    param_0:  0
-    param_1:  1
-    param_2:  2
-    param_3:  3
-    param_4:  4
-
-
-    
-
-
-**شیوه دوم:** رفتار تابع ``super`` را عمیق‌تر بشناسیم و درست از آن بهره بگیریم، برای این منظور می‌بایست شیوه پیمایش  superclassها و جستجو برای متد در تابع ``super`` پایتون را بشناسیم، این شیوه با نام  **Method Resolution Order** یا به اختصار **MRO** خوانده می‌شود.
-
-**Method Resolution Order** ، همانطوری که از نام آن نیز مشخص است، **MRO** ترتیبی که می‌بایست بر اساس آن متدها جستجو شوند را پیدا می‌کند. پایتون برای این منظور از الگوریتم C3 linearization بهره گرفته است [`ویکی‌پدیا <https://en.wikipedia.org/wiki/C3_linearization>`__] (البته از نسخه 2.3 به بعد) [`اسناد پایتون <https://www.python.org/download/releases/2.3/mro>`__]. 
-
-هر کلاس پایتون یک Special Attribute به اسم ``__mro__`` دارد که حاوی یک توپِل از ترتیب کلاس‌هایی است که پایتون بر اساس آن به دنبال یک متد می‌گردد [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#class.__mro__>`__]، در واقع این مقدار حاصل تلاش MRO بر اساس محاسبه الگوریتم C3 linearization برای آن کلاس خواهد بود. برای مثال این مقدار برای کلاس ``SubClass`` ما برابر است با::
-
-
-   >>> SubClass.__mro__
-   (<class '__main__.SubClass'>, <class '__main__.SuperClassA'>, <class '__main__.SuperClassB'>, <class '__main__.SuperClassC'>, <class 'object'>)
-
-همانطور که مقدار ``__mro__``  برای کلاس ``SubClass``  مشخص کرده است، پایتون برای جستجوی یک متد ابتدا داخل خود کلاس SubClass را بررسی و سپس شروع به پیمایش  superclassهای آن با ترتیب  SuperClassA و بعد SuperClassB و بعد SuperClassC می‌کند. آخرین کلاس همواره کلاس object می‌باشد، این کلاسی است که تمام کلاس‌های پایتون به صورت ضمنی و پیش‌فرض از آن ارث‌بری دارند و در یک سلسله مراتب وراثت بالاترین سطح وراثت می‌باشد. اکنون بر اساس این آگاهی می‌توانیم به شیوه زیر عمل کنیم:
-
-.. code-block:: python
-    :linenos:
-
-    class SuperClassA:
-        def __init__(self, param_0, param_3, *args):  
-            print('Called: SuperClassA.__init__()')
-            super().__init__(*args)
-            self.param_0 = param_0
-            self.param_3 = param_3
-    
-    
-    class SuperClassB:
-        def __init__(self, param_1, *args):  
-            print('Called: SuperClassB.__init__()')
-            super().__init__(*args)
-            self.param_1 = param_1
-    
-    class SuperClassC:
-        def __init__(self, param_2, *args): 
-            print('Called: SuperClassC.__init__()')
-            super().__init__(*args)
-            self.param_2 = param_2
-    
-    
-    class SubClass(SuperClassA, SuperClassB, SuperClassC):
-        def __init__(self, param_0, param_1, param_2, param_3, param_4):  
-            super().__init__(param_0, param_3, param_1, param_2)
-            self.param_4 = param_4
-    
-    
-    sub = SubClass(0, 1, 2, 3, 4)
-
-همانطور که در نمونه کد بالا مشخص است متد SubClass تنها شامل یکبار فراخوانی تابع ``super`` است و از طرفی هم تمام متدهای متناظر در superclassهای آن نیز شامل فراخوانی تابع ``super`` هستند.
-
-با آگاهی از حاصل MRO و  ترتیب پیمایش superclassها، متد مورد نظر  (در اینجا: ``__init__``) را هنگام فراخوانی ``super`` مقداردهی می‌کنیم. یعنی ارسال آرگومان‌ها را به ترتیبی قرار می‌دهیم که ابتدا قرار است متد متناظر در کلاس SuperClassA پیدا، فراخوانی و پارامترهای آن مقداردهی شود، سپس SuperClassB و در نهایت SuperClassC. (سطر ۲۴)
-
-در این شیوه می‌بایست هر یک از متدهای متناظر در superclassها با متد مورد نظر ما در SubClass، نیز شامل فراخوانی تابع ``super`` باشند. چرا پایتون با اولین نتیجه موفق از یافتن متد، پیمایش را متوقف می‌کند ولی ما می‌خواهیم دیگر متدهای متناظر باقی‌مانده نیز فراخوانی شوند. در نتیجه با فراخوانی مجدد ``super`` این روند را دوباره به اجرا در می‌آوریم.
-
-متدها در کلاس از قوانین حاکم بر تابع در پایتون پیروی می‌کنند، در نتیجه متدهای متناظر در superclassها باید به گونه‌ای تعریف شده باشند که هر تعداد پارامتر را بپذیرند. برای این منظور در انتهای تعریف پارامترهای این متدها، یک پارامتر ``args*`` قرار داده‌ایم. این پارامتر، تمامی آرگومان‌های اضافی ارسال شده به آن تابع را در خود نگه‌داری می‌کند. در نتیجه برای ادامه روند فراخوانی متدهای نظیر باقی‌مانده، تنها کافی است این مقدار ارسال گردد. (تابع در پایتون - درس دوازدهم)
-
-
-
-اگر شیوه ارسال آرگومان‌ها را به صورت **نام=مقدار** تغییر دهیم، ترتیب ارسال آرگومان‌ها از اهمیت می‌افتد و پیاده‌سازی آسان‌تر و کد خواناتر خواهد بود - با این روش چنانچه متدهای مورد نظر در superclasها پارامتر همنام نداشته باشند، حتی ترتیب MRO نیز دیگر اهمیت نخواهد داشت:
-
-.. code-block:: python
-    :linenos:
-
-    class SuperClassA:
-        def __init__(self, param_0, param_3, **kargs):  
-            print('Called: SuperClassA.__init__()')
-            super().__init__(**kargs)
-            self.param_0 = param_0
-            self.param_3 = param_3
-    
-    
-    class SuperClassB:
-        def __init__(self, param_1, **kargs):  
-            print('Called: SuperClassB.__init__()')
-            super().__init__(**kargs)
-            self.param_1 = param_1
-    
-    class SuperClassC:
-        def __init__(self, param_2, **kargs): 
-            print('Called: SuperClassC.__init__()')
-            super().__init__(**kargs)
-            self.param_2 = param_2
-    
-    
-    class SubClass(SuperClassA, SuperClassB, SuperClassC):
-        def __init__(self, p0, p1, p2, p3, p4):  
-            super().__init__(param_0=p0, param_1=p1, param_2=p2, param_3=p3)
-            self.param_4 = p4
-    
-    
-    sub = SubClass(0, 1, 2, 3, 4)
-
-
-.. note:: 
-
-  آنچه در مثال بررسی شد حالتی پیچیده از فراخوانی متد مهم ``__init__`` بود. همواره زمانی که از وراثت چندگانه بهره می‌برید، در زمان فراخوانی یک متد که در دو یا چند superclass مشترک است، می‌بایست به یکی از شیوه‌های ارائه شده عمل نمایید.
-
-
-
-Method Resolution Order
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-در این بخش به شرح چگونگی عملکرد **Method Resolution Order** پایتون و محاسبه الگوریتم C3 linearization خواهیم پرداخت. توجه داشته باشید مطالعه این بخش الزامی نیست و در هر زمان شما با استفاده از ``__Class.__mro``  می‌توانید به مقصود دست پیدا کنید!
-
-برای شروع لازم است قوانین زیر را در نظر داشته باشیم (توجه: در ادامه برای ساده‌سازی توضیحات از ذکر حضور کلاس ``object`` صرف‌نظر شده است!):
-
-۱) حاصل الگوریتم C3 linearization برای یک کلاس که superclass ندارد برابر با همان کلاس خواهد بود::
-
-       >>> class A: pass
-
-       >>> A.__mro__
-       ( <class '__main__.A'>, <class 'object'>)
-
-۲) چنانچه کلاس مورد نظر تنها شامل یک سطح از سلسله مراتب وراثت می‌باشد، حاصل الگوریتم C3 linearization برای آن کلاس برابر است با لیستی از خود آن کلاس و  superclassهای آن کلاس به ترتیبی که قرار گرفته‌اند (از چپ به راست)::
-    
-       >>> class A: pass
-       >>> class B: pass
-       >>> class C(B, A): pass
-
-       >>> C.__mro__
-       (<class '__main__.C'>, <class '__main__.B'>, <class '__main__.A'>, <class 'object'>)
-
-
-۳) محاسبه حاصل الگوریتم C3 linearization برای یک کلاس که بیش از یک سطح سلسله مراتب وراثت دارد کمی زحمت دارد! در حالت کلی این مقدار برابر است با: «لیستی تک عضوی شامل آن کلاس » ``+`` لیستی با اعضای منحصر به فرد که حاصل ادغام (merge) «نتیجه خطی شدن (linearization) تک تک superclassهای آن کلاس» و «لیستی از  superclassهای آن کلاس». عمل ادغام در اینجا علاوه بر اینکه تکرارپذیر می‌باشد نکاتی دارد که در ادامه ذکر خواهد شد .
-
-اکنون برای پی بردن به چگونگی ایجاد حاصل ``__Class.__mro`` و درک عملکرد الگوریتم C3 linearization دو مثال معروف در این زمینه را بررسی خواهیم کرد. نخست ساختار الماس (Diamond):
-
-.. image:: /_static/lessons/l18-python-mro-diamond.png
-    :align: center
-
-.. code-block:: python
-    :linenos:
-
-    class A: pass
-    class B(A): pass
-    class C(A): pass
-    class D(B, C): pass
-
-    print (D.__mro__)
-
-::
-
-    (<class '__main__.D'>, <class '__main__.B'>, <class '__main__.C'>, <class '__main__.A'>, <class 'object'>)
-
-روند محاسبه الگوریتم C3 linearization برای کلاس ``D`` این مثال به صورت زیر می‌باشد:
-
-.. code-block:: python
-    :linenos:
-
-    L(A) := [A]
-
-    L(B) := [B] + merge(L(A), [A])
-          = [B] + merge([A], [A])
-          = [B, A]
-
-    L(C) := [C] + merge(L(A), [A])
-          = [C] + merge([A], [A])
-          = [C, A]
-
-    L(D) := [D] + merge(L(B), L(C), [B, C])
-          = [D] + merge([B, A], [C, A], [B, C])
-          = [D, B] + merge([A], [C, A], [C])
-          = [D, B, C] + merge([A], [A], [])
-          = [D, B, C, A]
-
-
-* **سطر ۱:** حاصل خطی سازی (linearization) کلاس A یا همان L(A) برابر است با لیستی که تنها شامل همان کلاس A است چرا که کلاس A بدون superclass است.
-
-* **سطر ۳:** حاصل خطی سازی (linearization) کلاس B یا همان L(B) برابر است با «لیستی که تنها شامل همان کلاس B» ``+`` ادغام «حاصل خطی سازی (linearization) تک تک superclassهای کلاس B - در اینجا: L(A)» و لیستی از superclassهای کلاس  B - در اینجا: [A]
-
-* **سطر ۴:** حاصل L(A) جایگذاری شده است. 
-
-* **سطر ۵:** حاصل ادغام چند لیست که تنها شامل یک کلاس می‌باشند برابر است با آن کلاس: ``[A] + [B] = [B,A]``
-
-* **سطر ۷:** حاصل خطی سازی (linearization) کلاس C همانند کلاس  B می‌باشد.
-
-* **سطر ۱۱:** حاصل خطی سازی (linearization) کلاس D یا همان L(D) برابر است با «لیستی که تنها شامل همان کلاس D» ``+`` ادغام «حاصل خطی سازی (linearization) تک تک superclassهای کلاس D با حفظ ترتیب از چپ به راست - در اینجا: L(B) , L(C)» و لیستی از superclassهای کلاس  D  با حفظ ترتیب از چپ به راست - در اینجا: [B,C]
-
-* **سطر ۱۲:** حاصل L(B) و L(C) جایگذاری شده است. 
-
-* **سطر ۱۳:** اکنون عملیات ادغام شامل بیش از یک کلاس است، در این شرایط عملیات ادغام و انتخاب یک کلاس مطلوب آنقدر تکرار می‌شود تا دیگر کلاسی باقی نماند. فرآیند انتخاب کلاس مطلوب به این صورت است که از چپ‌ترین کلاس موجود در چپ‌ترین لیست شروع می‌کنیم به انتخاب، این کلاس می‌بایست در باقی لیست‌ها در صورت وجود چپ‌ترین عضو باشد، در غیر این صورت چپ‌ترین کلاس موجود در لیست بعدی انتخاب و بررسی خواهد شد. چنانچه کلاس انتخاب شده شرایط را دارا باشد عمل ادغام برای آن کلاس صورت می‌پذیرد و داخل تمام لیست‌ها در صورت وجود نیز حذف می‌گردد. در اینجا: ابتدا کلاس B انتخاب می‌شود، این کلاس شرایط مطلوب بودن را دارا می‌باشد، در نتیجه عمل ادغام برای آن به انجام می‌رسد.
-
-* **سطر ۱۴:** در ادامه عمل ادغام فرآیند خطی سازی برای کلاس D، این بار ابتدا کلاس A انتخاب می‌شود، این کلاس شرایط لازم را ندارد چرا که در جایگاهی از لیست دوم نیز حضور دارد که جایگاه نخست (چپ‌ترین) نیست. کلاس A رها می‌شود و به سراغ لیست دوم می‌رویم، نخستین عضو آن یعنی کلاس C شرایط لازم برای ادغام را دارد، در نتیجه در این مرحله عمل ادغام برای کلاس C به انجام می‌رسد.
-
-* **سطر ۱۵:** حاصل ادغام چند لیست که تنها شامل یک کلاس می‌باشند برابر است با همان کلاس، در نتیجه کلاس A انتخاب و عمل ادغام برای آن به انجام می‌رسد.
-
-عملیات با موفقیت به پایان رسید و ما به مقداری برابر با ``__D.__mro`` دست پیدا کردیم!
-
-|
-
-اکنون مثال پیچیده‌تری را بررسی می‌کنیم. برگرفته شده از [`اینجا <https://www.wikiwand.com/en/C3_linearization>`__]  و [`اینجا <https://www.python.org/download/releases/2.3/mro>`__] :
-
-.. image:: /_static/lessons/l18-python-mro-example.png
-    :align: center
-
-.. code-block:: python
-    :linenos:
-
-    class O: pass
-    
-    class A(O): pass
-    class B(O): pass
-    class C(O): pass
-    class D(O): pass
-    class E(O): pass
-    
-    class K1(A,B,C): pass
-    class K2(D,B,E): pass
-    class K3(D,A): pass
-    
-    class Z(K1,K2,K3): pass
-    
-    print (Z.__mro__)
-
-::
-
-    (<class '__main__.Z'>, <class '__main__.K1'>, <class '__main__.K2'>, <class '__main__.K3'>, <class '__main__.D'>, <class '__main__.A'>, <class '__main__.B'>, <class '__main__.C'>, <class '__main__.E'>, <class '__main__.O'>, <class 'object'>)
-
-.. code-block:: python
-    :linenos:
-
-    L(O)  := [O]                                                # the linearization of O is trivially the singleton list [O], because O has no parents
-    
-    L(A)  := [A] + merge(L(O), [O])                             # the linearization of A is A plus the merge of its parents' linearizations with the list of parents...
-           = [A] + merge([O], [O])
-           = [A, O]                                             # ...which simply prepends A to its single parent's linearization
-    
-    L(B)  := [B, O]                                             # linearizations of B, C, D and E are computed similar to that of A
-    L(C)  := [C, O]
-    L(D)  := [D, O]
-    L(E)  := [E, O]
-    
-    L(K1) := [K1] + merge(L(A), L(B), L(C), [A, B, C])          # first, find the linearizations of K1's parents, L(A), L(B), and L(C), and merge them with the parent list [A, B, C]
-           = [K1] + merge([A, O], [B, O], [C, O], [A, B, C])    # class A is a good candidate for the first merge step, because it only appears as the head of the first and last lists
-           = [K1, A] + merge([O], [B, O], [C, O], [B, C])       # class O is not a good candidate for the next merge step, because it also appears in the tails of list 2 and 3; but class B is a good candidate
-           = [K1, A, B] + merge([O], [O], [C, O], [C])          # class C is a good candidate; class O still appears in the tail of list 3
-           = [K1, A, B, C] + merge([O], [O], [O])               # finally, class O is a valid candidate, which also exhausts all remaining lists
-           = [K1, A, B, C, O]
-    
-    L(K2) := [K2] + merge(L(D), L(B), L(E), [D, B, E])
-           = [K2] + merge([D, O], [B, O], [E, O], [D, B, E])    # select D
-           = [K2, D] + merge([O], [B, O], [E, O], [B, E])       # fail O, select B
-           = [K2, D, B] + merge([O], [O], [E, O], [E])          # fail O, select E
-           = [K2, D, B, E] + merge([O], [O], [O])               # select O
-           = [K2, D, B, E, O]
-    
-    L(K3) := [K3] + merge(L(D), L(A), [D, A])
-           = [K3] + merge([D, O], [A, O], [D, A])               # select D
-           = [K3, D] + merge([O], [A, O], [A])                  # fail O, select A
-           = [K3, D, A] + merge([O], [O])                       # select O
-           = [K3, D, A, O]
-    
-    L(Z)  := [Z] + merge(L(K1), L(K2), L(K3), [K1, K2, K3])
-           = [Z] + merge([K1, A, B, C, O], [K2, D, B, E, O], [K3, D, A, O], [K1, K2, K3])    # select K1
-           = [Z, K1] + merge([A, B, C, O], [K2, D, B, E, O], [K3, D, A, O], [K2, K3])        # fail A, select K2
-           = [Z, K1, K2] + merge([A, B, C, O], [D, B, E, O], [K3, D, A, O], [K3])            # fail A, fail D, select K3
-           = [Z, K1, K2, K3] + merge([A, B, C, O], [D, B, E, O], [D, A, O])                  # fail A, select D
-           = [Z, K1, K2, K3, D] + merge([A, B, C, O], [B, E, O], [A, O])                     # select A
-           = [Z, K1, K2, K3, D, A] + merge([B, C, O], [B, E, O], [O])                        # select B
-           = [Z, K1, K2, K3, D, A, B] + merge([C, O], [E, O], [O])                           # select C
-           = [Z, K1, K2, K3, D, A, B, C] + merge([O], [E, O], [O])                           # fail O, select E
-           = [Z, K1, K2, K3, D, A, B, C, E] + merge([O], [O], [O])                           # select O
-           = [Z, K1, K2, K3, D, A, B, C, E, O]                                               # done
-
-
-
-  
-انجمن (Association)
-----------------------------------
-
-وراثت مفهوم پرکاربردی از شی‌گرایی است ولی همانطور که مشاهده خواهید کرد، همیشه تمام روابط را نمی‌توان اینگونه تعریف کرد. با تعریف و چگونگی پیاده‌سازی رابطه **IS-A** در شی گرایی پایتون آشنا شده‌ایم، اکنون می‌بایست با مفهوم رابطه **HAS-A** در شی گرایی آشنا شویم. 
-
-
-رابطه **HAS-A** زمانی پیش می‌آید که یک شی حاوی یک یا چند شی دیگر باشد. در این رابطه برخلاف آنچه در وراثت (**IS-A**) شاهد آن بودیم، یک شی از طریق یکی شدن با دیگران گسترش پیدا نمی‌کند - بلکه با مالک شدن اشیای دیگر گسترش می‌یابد که در شی گرایی با عنوان **Association** شناخته می‌شود و بر اساس شدت مالکیت، Association بر دو نوع قابل تقسیم است:
-
-* Composition
-* Aggregation
-
-
-توجه داشته باشید که پیاده‌سازی این نوع رابطه (HAS-A) هیچ نکته خاص پایتونی ندارد، تنها تعریف Attribute برای شی است. آنچه مورد تاکید است مفهوم این موارد در برنامه‌نویسی شی گراست که درک آن‌ها خالی از لطف نمی‌باشد. برنامه‌نویس باید بتواند بر اساس مسئله، کلاس‌های خود و روابط بین آن‌ها را به بهترین شکل ممکن طراحی کند، دانستن این موارد به این امر کمک خواهند کرد.
-
-
-Composition
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-در **Composition** یک شی بخشی از شی دیگر خواهد بود به صورتی که در حالت تکی مفهومی در برنامه نخواهد داشت و تنها جزیی از شی دیگر بودن است که به آن در برنامه مفهوم می‌بخشد. برای مثال رابطه  شی بازو (Arm) و  پا (Leg) با شی انسان (Human) از این نوع است. شی Arm تنها در داخل شی Human مفهوم و کاربرد دارد. در واقع شی Arm یا Leg تنها برای استفاده در شی Human ایجاد گردیده‌اند و با از بین رفتن شی Human، شی Arm و  Leg نیز از بین می‌روند. 
-
-.. code-block:: python
-    :linenos:	
-    
-    class Arm:
-    	pass
-    	
-    class Leg:
-    	pass
-
-    class Human:
-    	def __init__(self):
-    	    self.arm = Arm()
-    	    self.leg = Leg()
-    
-    human = Human()
-
-از لحاظ منطقی اگر نگاه کنیم، شی Human برای داشتن قابلیت‌های بازو (Arm) و  پا (Leg)، نباید از کلاس‌های مربوط به آن‌ها ارث‌بری داشته باشد. چراکه نمی‌توانیم بگوییم یک Human، یک Arm است (IS-A) ولی می‌توانیم بگوییم که یک Human، یک Arm دارد (HAS-A).
-    	
-
-معمولا در پیاده‌سازی Composition، اشیای مورد نیاز یک شی در داخل آن شی ایجاد می‌گردند. چرا که این اشیا در بیرون از کلاس مورد نظر کاربردی نخواهند داشت و می‌بایست با از بین رفتن شی مالک (در اینجا: Human)، آن‌ها نیز از بین بروند.
-
-
-Aggregation
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-در تعریف **Aggregation** یک شی بخشی از شی دیگر می‌شود ولی به صورت مستقل نیز می‌تواند در برنامه حضور داشته باشد و طول عمر (life cycle) آن‌ها وابسته به یکدیگر نیست. برای مثال رابطه دانش‌آموز (Student) و مدرسه (School) می‌تواند از این نوع در نظر گرفته شود، وقتی School تعطیل می‌شود - Student هنوز وجود دارد. 
-
-
-.. code-block:: python
-    :linenos:	
-    
-    class Student:
-    	pass
-
-    class School:
-    	def __init__(self, students):
-    		self.students = students
-    
-    students = [Student(), Student(), Student()]
-    
-    school = School(students)
-
-
-معمولا در پیاده‌سازی Aggregation، اشیای مورد نیاز یک شی در زمان نمونه‌سازی به آن ارسال می‌گردند. چرا که این اشیا در بیرون از کلاس موجودیت‌های مستقلی هستند و طول عمر (life cycle) آن‌ها وابسته به شی مالک (در اینجا: School) نیست.
-
-
-
-Mixin
-----------------------------------
-
-همواره در میان صحبت از شی گرایی، کلاس و وراثت از مفهومی با نام **Mixin** نیز یاد می‌شود [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Mixin>`__]. Mixin نوعی استفاده از مفهوم کلاس و وراثت می‌باشد ولی با هدفی دیگر، Mixin کلاسی است که معمولا تنها شامل متد بوده و با هدف گسترش عملکردهای (functionality) دیگر کلاس‌ها توسعه می‌یابد.
-
-پشتیبانی وراثت چندگانه در زبان برنامه‌نویسی پایتون، پیاده‌سازی Mixin را بسیار ساده کرده است. Mixin مجموعه‌ای از functionalityهاست که هر کلاسی که با آن functionalityها نیاز داشته باشد، می‌تواند از آن Mixin ارث‌بری داشته باشد. البته باید توجه داشت که منطق پیاده‌سازی Mixin ایجاد رابطه IS-A نمی‌باشد و هدف تنها گسترش functionality است، حتی اگر ظاهر کار چنین نباشد!
-
-زمانی را تصور کنید که قصد دارید یک عملکرد یا متد یا functionality جدید را به مجموعه‌ای از کلاس‌های خود اضافه نمایید. در این شرایط چه کار باید کرد؟ این functionality را به بالاترین supperclass هر سلسله مراتب از کلاس‌های خود اضافه کنیم،‌ در این صورت علاه‌بر اینکه کلاس‌های پایه خود را به آسانی دستکاری کرده‌اید، یک کد یکسان را نیز چندین بار تکرار کرده‌اید که بر خلاف یکی از مهم‌ترین اصول برنامه نویسی است (DRY - Don't Repeat Yourself) [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Don%27t_repeat_yourself>`__]. پاسخ این مشکلات ایجاد Mixin است.
-
-توجه داشته باشید که Mixin یک الگو طراحی است و نه یک ابزار، بنابراین پیاده‌سازی آن در زبان برنامه‌نویسی پایتون همانند ایجاد هر کلاس دیگری است منتها مرسوم است که به منظور تفکیک این دست از کلاس‌ها، در انتهای نام آن‌ها Mixin ذکر می‌گردد. چرا که Mixin کلاس‌هایی هستند که نباید از آن‌ها شی ایجاد شود و تنها دلیل موجودیت آن‌ها گسترش functionality است:
-
-
-.. code-block:: python
-    :linenos:	
-
-    class Vehicle:
-
-        def travel(self):
-            pass
-
-
-    class Car(Vehicle):
-        pass
-
-    class Boat(Vehicle):
-        pass
-
-    class Plane(Vehicle):
-        pass
-
-
-نمونه کد بالا نمایش کلاس مربوط به سه نوع وسیله نقلیه (Vehicle) می‌باشد: خودرو (Car)، قایق (Boat) و هواپیما (Plane)، اکنون می‌خواهیم قابلیت پخش رادیو را به دو کلاس Car و Boat اضافه نماییم. اگر این functionality را به کلاس پایه (Vehicle) اضافه کنیم، در این صورت کلاس Plane نیز ناخواسته به این عملکرد دسترسی پیدا خواهد کرد که نه درست است و نه مطلوب. از طرفی نیز قرار دادن این عملکرد به صورت جداگانه در هر دو کلاس Car و Boat برخلاف DRY می‌باشد. برای این مسئله از الگو Mixin استفاده خواهیم کرد:
-
-
-.. code-block:: python
-    :linenos:	
-
-    class RadioMixin:
-        def __init__(self):
-            self.radio = Radio()
-
-        def play_on_station(self, station):
-            self.radio.set_station(station)
-            self.radio.play_song()
-
-
-    class Car(Vehicle, RadioMixin):
-        def __init__(self):
-            RadioMixin.__init__(self)
-
-    class Boat(Vehicle, RadioMixin):
-        def __init__(self):
-            RadioMixin.__init__(self)
-
-
-
-|
-
-----
-
-:emoji-size:`😊` امیدوارم مفید بوده باشه
-
-
-
-
+.. role:: emoji-size
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس هجدهم: شی گرایی (OOP) در پایتون: وراثت (Inheritance)، Association و Mixin
+
+
+.. _lesson-18: 
+
+درس ۱۸: شی گرایی (OOP) در پایتون: وراثت (Inheritance)، Association و Mixin
+========================================================================================================
+
+.. figure:: /_static/pages/18-python-object-oriented-programming-inheritance-mro-mixin.jpg
+    :align: center
+    :alt: شی گرایی (OOP) در پایتون: وراثت (Inheritance)، Association و Mixin
+    :class: page-image
+
+    Photo by `Vidar Nordli-Mathisen <https://unsplash.com/photos/s-vhziQHngM>`__
+
+  
+این درس در ادامه درس پیش می‌باشد و به بررسی رابطه بین کلاس‌ها و اشیا می‌پردازد. در درس پنجم مقدمه‌ای از این روابط صحبت شده است و این درس  به صورت کامل دو رابطه **IS-A** یا Inheritance و **HAS-A** یا Association در مفهموم شی گرایی و چگونگی پیاده‌سازی آن‌ها در زبان برنامه‌نویسی پایتون را شرح می‌دهد.
+
+در این درس همچنین به شرح **وراثت چندگانه (Multiple Inheritance)**، **Method Resolution Order** و کلاس‌های **Mixin** در زبان برنامه‌نویسی پایتون خواهیم پرداخت.
+
+
+:emoji-size:`✔` سطح: متوسط
+
+----
+
+
+.. contents:: سرفصل‌ها
+    :depth: 2
+
+----
+
+
+وراثت (Inheritance)
+----------------------------------
+
+وراثت به معنی امکانی است که یک کلاس بتواند صفات و رفتارهای یک کلاس دیگر را نیز به همراه خود داشته باشد. پیاده‌سازی وراثت در پایتون حداقل به دو کلاس نیاز دارد:
+
+* **base class** یا **superclass**: کلاس اصلی یا کلاسی می‌خواهیم کلاس یا کلاس‌های دیگری آن را به ارث ببرند و صفات و رفتارهای آن به دیگر کلاس(ها) سرایت پیدا کند.
+* **derived class** یا **subclass**: کلاس یا کلاس‌هایی که از superclass ارث‌بری خواهند داشت.
+
+.. image:: /_static/lessons/l18-python-oop-inheritance.jpg
+    :align: center
+
+تصویر بالا یک نمونه ساده از ساختار وراثت را نمایش می‌دهد. در برنامه ما قرار است یک کلاس گنجشک (Sparrow) و سگ (Dog) ایجاد گردد، از آنجا که برخی از رفتارهای این دو کلاس یکسان است مانند راه رفتن (Walk) یا نفس کشیدن (Breathe)، یک superclass کلاس برای آن‌ها با نام Animal ایجاد می‌کنیم که شامل صفات و رفتارهای مشترک دو کلاس نام برده باشد - پیاده‌سازی پایتونی تصویر بالا به صورت نمونه کد زیر خواهد بود:
+
+.. code-block:: python
+    :linenos:
+
+    class Animal:
+
+        def walk(self):
+          print(f'{self.__class__.__name__}: walking...')
+    
+        def breathe(self):
+          print(f'{self.__class__.__name__}: breathing...')
+    
+    
+    class Sparrow(Animal):
+    
+        def fly(self):
+          print(f'{self.__class__.__name__}: flying...')
+    
+    
+    class Dog(Animal):
+    
+        def run(self):
+          print(f'{self.__class__.__name__}: running...')
+    
+    
+    sparrow = Sparrow()
+    dog = Dog()
+    
+    sparrow.walk()
+    sparrow.breathe()
+    sparrow.fly()
+
+    print('-' * 30)
+
+    dog.walk()
+    dog.breathe()
+    dog.run()
+
+::
+
+    Sparrow: walking...
+    Sparrow: breathing...
+    Sparrow: flying...
+    ------------------------------
+    Dog: walking...
+    Dog: breathing...
+    Dog: running...
+
+.. tip:: 
+
+  همانطور که از نمونه کد بالا مشاهده می‌شود، زمانی که یک شی subclass، متد superclass خود را فراخوانی می‌کند، مقدار ``self`` در متد superclass برابر با شی فراخوانی کننده متد یعنی همان subclass خواهد بود. 
+
+به صورت پیش‌فرض هر شی پایتون حاوی  Attributeها و متدهایی است که فهرست آن‌ها با استفاده از تابع ``dir`` [`اسناد پایتون <https://docs.python.org/3/library/functions.html#dir>`__] قابل مشاهده خواهد بود. با این توضیح صفت ``__self.__class``  حاوی کلاس شی می‌باشد و ``__self.__class__.__name`` نیز نام کلاس شی را در بر دارد - *این موضوع در درس‌های پیش نیز مطرح شده بود*::
+
+    >>> class Sample:
+    ...     def imethod(self):
+    ...         print(dir(self))
+    ...         print()
+    ...         print(self.__class__)
+    ... 
+    >>> 
+    >>> sample = Sample()
+    >>> sample.imethod()
+    ['__class__', '__delattr__', '__dict__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__gt__', '__hash__', '__init__', '__init_subclass__', '__le__', '__lt__', '__module__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__setattr__', '__sizeof__', '__str__', '__subclasshook__', '__weakref__', 'imethod']
+
+    <class '__main__.Sample'>
+    >>> 
+
+با این حال، برخی اشیا پایتون حاوی  Attributeهایی هستند که ممکن است توسط تابع ``dir``  نمایش داده نشود. از این  Attributeها به عنوان Special Attributes یاد می‌شود [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#special-attributes>`__]. برای مثال صفت ``__definition.__name`` بسته به نوع definition، حاوی نام کلاس، تابع، متد یا غیره می‌باشد.
+
+همان‌طور که بیان شد subclass‌ها به Attributeهای superclass کلاس خود نیز دسترسی دارند، به نمونه کدی دیگر نیز توجه نمایید:
+
+.. code-block:: python
+    :linenos:
+
+    class SuperClass:
+        super_class_attr = {'one':1, 'two':2}
+    
+        def __init__(self, param_1):
+            self.super_instance_attr = param_1
+    
+
+    class SubClass(SuperClass):
+        sub_class_attr = {'six':6, 'seven':7}
+    
+        def __init__(self, param_1, param_2):
+            super().__init__(param_1)
+            self.sub_instance_attr = param_2
+
+        def sub_instance_method(self):
+            print('Called: sub_instance_method')
+            print(self.super_instance_attr)
+            print(self.sub_instance_attr)
+    
+        @classmethod
+        def sub_class_method(cls):
+            print('Called: sub_class_method')
+            print(cls.super_class_attr)
+            print(cls.sub_class_attr)
+    
+
+    sub = SubClass('param_1', 'param_2')
+    
+    print(sub.super_instance_attr)
+    print(sub.sub_instance_attr)
+    print('-' * 30)
+    print(SubClass.super_class_attr)
+    print(SubClass.sub_class_attr)
+    print('-' * 30)
+    sub.sub_instance_method()
+    print('-' * 30)
+    SubClass.sub_class_method()
+
+::
+
+    param_1
+    param_2
+    ------------------------------
+    {'one': 1, 'two': 2}
+    {'six': 6, 'seven': 7}
+    ------------------------------
+    Called: sub_instance_method
+    param_1
+    param_2
+    ------------------------------
+    Called: sub_class_method
+    {'one': 1, 'two': 2}
+    {'six': 6, 'seven': 7}
+
+
+.. tip:: 
+
+  از درس پیش مفهوم سازنده (Constructor) در شی گرایی را بیاد داریم. چنانچه در superclass متدهای سازنده (``__new__`` و  ``__init__``) پیاده‌سازی شده باشند، می‌بایست این متدها در subclass‌ها نیز پیاده‌سازی شوند، نیازی نیست که سرآیند تعریف این دو متد با superclass یکسان باشد ولی می‌بایست مقادیر مورد نیاز متد superclass فراهم شود. برای این کار لازم است داخل متد subclassها به superclass دسترسی داشه باشیم، تابع ``super`` [`اسناد پایتون <https://docs.python.org/3/library/functions.html#super>`__] این امکان را فراهم می‌کند.
+
+خروجی  تابع ``super`` [`اسناد پایتون <https://docs.python.org/3/library/functions.html#super>`__] شی است که نقش واسط را بین دو کلاس subclass و superclass دارد. نمونه کد زیر چگونگی فراخوانی انواع متدهای superclass را از subclass نمایش می‌دهد:
+
+
+.. code-block:: python
+    :linenos:
+
+    class SuperClass:
+    
+        def super_instance_method(self):
+            print('Called: super_instance_method')
+            print(self)
+    
+        @classmethod
+        def super_class_method(cls):
+            print('Called: super_class_method')
+            print(cls)
+
+        @staticmethod
+        def super_static_method():
+            print('Called: super_static_method')
+    
+
+    class SubClass(SuperClass):
+    
+        def sub_instance_method(self):
+            super().super_instance_method()
+            super().super_class_method()
+            SuperClass.super_static_method()
+    
+        @classmethod
+        def sub_class_method(cls):
+            super().super_class_method()
+            SuperClass.super_static_method()
+
+        @staticmethod
+        def sub_static_method():
+            SuperClass.super_static_method()
+    
+
+    sub = SubClass()
+    
+    sub.sub_instance_method()
+    print('-' * 30)
+    SubClass.sub_class_method()
+    print('-' * 30)
+    SubClass.sub_static_method()
+
+::
+
+    Called: super_instance_method
+    <__main__.SubClass object at 0x7f9c77052898>
+    Called: super_class_method
+    <class '__main__.SubClass'>
+    Called: super_static_method
+    ------------------------------
+    Called: super_class_method
+    <class '__main__.SubClass'>
+    Called: super_static_method
+    ------------------------------
+    Called: super_static_method
+
+می‌دانیم که مفسر پایتون به صورت خودکار اطلاعات مربوط به شی فراخوانی کننده یک Instance Method را فراهم می‌آورد. زمانی که یک Instance Method از subclass فراخوانی می‌شود، تابع ``super`` می‌تواند آن شی و از طریق آن شی نیز به کلاس دسترسی داشته باشد بنابراین از داخل Instance Method کلاس subclass می‌توان به واسطه تابع ``super`` به هر دو نوع Instance Methodها و Class Methodهای superclass دسترسی پیدا کرد، چرا که تابع ``super`` می‌تواند مقادیر ``self``  و ``cls`` را به منظور فراخوانی متدهای متناظر superclass به دست آورد.
+
+همچنین می‌دانیم که در فراخوانی Class Method، تنها اطلاعات مربوط به کلاس فراهم است و نه شی. زمانی که یک Class Method از subclass فراخوانی می‌شود، تابع ``super`` می‌تواند به کلاس مرتبط دسترسی داشته باشد بنابراین از داخل Class Method کلاس subclass تنها می‌توان به واسطه تابع ``super`` به Class Methodهای superclass دسترسی پیدا کرد، چرا که تابع ``super`` تنها می‌تواند مقدار ``cls`` را به منظور فراخوانی متدهای متناظر superclass به دست آورد.
+
+در زمان فراخوانی Static Method نیز می‌دانیم که مفسر پایتون هیچ اطلاعاتی از شی و کلاس مرتبط را فراهم نمی‌آورد، بنابراین فراخوانی این متد با استفاده از تابع ``super`` انجام نمی‌پذیرد. در صورت نیاز به فراخوانی Static Methodهای کلاس superclass در کلاس subclass، همواره می‌توانید از نام کلاس superclass بهره بگیرید.
+
+
+.. note:: 
+
+  این برنامه‌نویس است که تصمیم می‌گیرد یک کلاس چگونه طراحی شود. اینکه کدام متد باید از کدام نوع باشد مسئله‌ای است که برنامه‌نویس باید در زمان طراحی کلاس خود به آن فکر کند و از امکانات زبان برنامه‌نویسی پایتون به درستی در جهت بهتر و راحت‌تر به انجام رساندن مسئله خود بهره بگیرد.
+
+
+.. tip:: 
+
+  هر شی از یک کلاس علاوه بر اینکه از نوع آن کلاس محسوب می‌شود، از نوع superclass نیز به حساب می‌آید. در واقع یک شی نوع subclass، نوع superclass را نیز به ارث می‌برد::
+
+       >>> class SuperClass:
+       ...     pass
+       ... 
+       >>> class SubClass(SuperClass):
+       ...     pass
+       ... 
+       >>> sub = SubClass()
+       >>> 
+       >>> isinstance(sub, SubClass)
+       True
+       >>> isinstance(sub, SuperClass)
+       True
+       >>> isinstance(sub, object)
+       True
+
+  در واقع این نمایش رابطه **IS-A**  می‌باشد. توجه داشته باشید که این رابطه از پایین به بالا می‌باشد و برعکس آن صادق نیست. برای نمونه، مثال نخست را بیاد آورید. گنجشک (Sparrow) یک  Animal است ولی  Animal لزوما گنجشک نیست!
+
+  تمام کلاس‌های پایتون به صورت ضمنی از کلاس ``object`` ارث‌بری دارند.
+
+  
+
+
+
+وراثت چندگانه (Multiple Inheritance)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+پایتون جزو معدود زبان‌های برنامه‌نویسی مدرنی است که از وراثت چندگانه پشتیبانی می‌کند، چیزی که در زبانی همچون Java نیز وجود ندارد. در واقع پیاده‌سازی وراثت چندگانه چالش‌هایی به همراه دارد، همانند Diamond Problem که در Java ترجیح داده شده است که از وراثت چندگانه پرهیز کند و نبود آن را با پیاده‌سازی مفهومی همچون Interface پوشش دهد [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Interface_(Java)>`__]. 
+
+فراموش نکنیم در پیاده‌سازی شی گرایی می‌بایست بنابر نیاز برنامه کدهای خود را به کوچک‌ترین واحدهای ممکن تقسیم کنیم و اینکه یک شی بتواند صفات و رفتارهای چندین کلاس را به همراه خود داشته باشد یک نیاز اساسی در شی گرایی است. این الزام فلسفه سادگی پایتون است که مانع از آن می‌شود تا مفاهیمی موازی درکنار هم ایجاد شوند - همانند Class و Interface - وراثت چندگانه راه حل ساده و منطقی زبان برنامه‌نویسی پایتون برای حل این مشکل است و این امکان را می‌دهد که یک کلاس بتواند بیش از یک superclass داشته باشد:
+::
+
+    >>> class SuperClassA:
+    ...     pass
+    ... 
+    >>> class SuperClassB:
+    ...     pass
+    ... 
+    >>> class SuperClassC:
+    ...     pass
+    ... 
+    >>> class SubClass(SuperClassA, SuperClassB, SuperClassC):
+    ...     pass
+    ... 
+    >>> sub = SubClass()
+    >>> 
+    >>> isinstance(sub, SubClass)
+    True
+    >>> isinstance(sub, SuperClassA)
+    True
+    >>> isinstance(sub, SuperClassB)
+    True
+    >>> isinstance(sub, SuperClassC)
+    True    
+    >>> isinstance(sub, object)
+    True
+
+نمونه کد بالا نمایش ساختار وراثت چندگانه در پایتون است که در آن کلاس SubClass به ترتیب از سه کلاس SuperClassA و SuperClassB و SuperClassC  ارث‌بری دارد. 
+
+اکنون مهم‌ترین چالش چگونگی دسترسی به متدهای هر یک از این superclassها می‌باشد. تاکنون برای دسترسی به متدهای superclass از تابع  ``super``  استفاده می‌کردیم ولی حالا که صحبت از چندین superclass است، مثلا مقدارهی متد ``__init__`` (که در تمام superclassها با همین نام وجود دارد) توسط این تابع چگونه می‌تواند انجام شود؟ چگونه باید به پایتون بگوییم آرگومان‌هایی را که می‌خواهیم دقیقا به متد خاصی از superclass مورد نظر ارسال کند؟ البته نگران نباشید، پایتون مشکلی نخواهد داشت. در ادامه، حالات مختلف حل این مسئله را بررسی خواهیم کرد.
+
+**شیوه یکم:** خیلی ساده، می‌توانیم اصلا از تابع ``super`` استفاده نکنیم و متدهای هر superclass را مستقیم با نام خودش فراخوانی کنیم که البته در این روش لازم است به ازای تمام پارامترهای متد superclass آرگومان متناظر را ارسال نماییم، از جمله برای ``self``:
+
+
+.. code-block:: python
+    :linenos:
+
+    class SuperClassA:
+        def __init__(self, param_0, param_3):  
+            print('Called: SuperClassA.__init__()')
+            self.param_0 = param_0
+            self.param_3 = param_3
+    
+    
+    class SuperClassB:
+        def __init__(self, param_1):  
+            print('Called: SuperClassB.__init__()')
+            self.param_1 = param_1
+    
+    class SuperClassC:
+        def __init__(self, param_2):  
+            print('Called: SuperClassC.__init__()')
+            self.param_2 = param_2
+    
+    
+    class SubClass(SuperClassA, SuperClassB, SuperClassC):
+        def __init__(self, param_0, param_1, param_2, param_3, param_4):  
+            SuperClassA.__init__(self, param_0, param_3)
+            SuperClassB.__init__(self, param_1)
+            SuperClassC.__init__(self, param_2)
+            self.param_4 = param_4
+    
+    
+    sub = SubClass(0, 1, 2, 3, 4)
+    
+    print('param_0: ', sub.param_0)
+    print('param_1: ', sub.param_1)
+    print('param_2: ', sub.param_2)
+    print('param_3: ', sub.param_3)
+    print('param_4: ', sub.param_4)
+
+::
+
+    Called: SuperClassA.__init__()
+    Called: SuperClassB.__init__()
+    Called: SuperClassC.__init__()
+    param_0:  0
+    param_1:  1
+    param_2:  2
+    param_3:  3
+    param_4:  4
+
+
+    
+
+
+**شیوه دوم:** رفتار تابع ``super`` را عمیق‌تر بشناسیم و درست از آن بهره بگیریم، برای این منظور می‌بایست شیوه پیمایش  superclassها و جستجو برای متد در تابع ``super`` پایتون را بشناسیم، این شیوه با نام  **Method Resolution Order** یا به اختصار **MRO** خوانده می‌شود.
+
+**Method Resolution Order** ، همانطوری که از نام آن نیز مشخص است، **MRO** ترتیبی که می‌بایست بر اساس آن متدها جستجو شوند را پیدا می‌کند. پایتون برای این منظور از الگوریتم C3 linearization بهره گرفته است [`ویکی‌پدیا <https://en.wikipedia.org/wiki/C3_linearization>`__] (البته از نسخه 2.3 به بعد) [`اسناد پایتون <https://www.python.org/download/releases/2.3/mro>`__]. 
+
+هر کلاس پایتون یک Special Attribute به اسم ``__mro__`` دارد که حاوی یک توپِل از ترتیب کلاس‌هایی است که پایتون بر اساس آن به دنبال یک متد می‌گردد [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#class.__mro__>`__]، در واقع این مقدار حاصل تلاش MRO بر اساس محاسبه الگوریتم C3 linearization برای آن کلاس خواهد بود. برای مثال این مقدار برای کلاس ``SubClass`` ما برابر است با::
+
+
+   >>> SubClass.__mro__
+   (<class '__main__.SubClass'>, <class '__main__.SuperClassA'>, <class '__main__.SuperClassB'>, <class '__main__.SuperClassC'>, <class 'object'>)
+
+همانطور که مقدار ``__mro__``  برای کلاس ``SubClass``  مشخص کرده است، پایتون برای جستجوی یک متد ابتدا داخل خود کلاس SubClass را بررسی و سپس شروع به پیمایش  superclassهای آن با ترتیب  SuperClassA و بعد SuperClassB و بعد SuperClassC می‌کند. آخرین کلاس همواره کلاس object می‌باشد، این کلاسی است که تمام کلاس‌های پایتون به صورت ضمنی و پیش‌فرض از آن ارث‌بری دارند و در یک سلسله مراتب وراثت بالاترین سطح وراثت می‌باشد. اکنون بر اساس این آگاهی می‌توانیم به شیوه زیر عمل کنیم:
+
+.. code-block:: python
+    :linenos:
+
+    class SuperClassA:
+        def __init__(self, param_0, param_3, *args):  
+            print('Called: SuperClassA.__init__()')
+            super().__init__(*args)
+            self.param_0 = param_0
+            self.param_3 = param_3
+    
+    
+    class SuperClassB:
+        def __init__(self, param_1, *args):  
+            print('Called: SuperClassB.__init__()')
+            super().__init__(*args)
+            self.param_1 = param_1
+    
+    class SuperClassC:
+        def __init__(self, param_2, *args): 
+            print('Called: SuperClassC.__init__()')
+            super().__init__(*args)
+            self.param_2 = param_2
+    
+    
+    class SubClass(SuperClassA, SuperClassB, SuperClassC):
+        def __init__(self, param_0, param_1, param_2, param_3, param_4):  
+            super().__init__(param_0, param_3, param_1, param_2)
+            self.param_4 = param_4
+    
+    
+    sub = SubClass(0, 1, 2, 3, 4)
+
+همانطور که در نمونه کد بالا مشخص است متد SubClass تنها شامل یکبار فراخوانی تابع ``super`` است و از طرفی هم تمام متدهای متناظر در superclassهای آن نیز شامل فراخوانی تابع ``super`` هستند.
+
+با آگاهی از حاصل MRO و  ترتیب پیمایش superclassها، متد مورد نظر  (در اینجا: ``__init__``) را هنگام فراخوانی ``super`` مقداردهی می‌کنیم. یعنی ارسال آرگومان‌ها را به ترتیبی قرار می‌دهیم که ابتدا قرار است متد متناظر در کلاس SuperClassA پیدا، فراخوانی و پارامترهای آن مقداردهی شود، سپس SuperClassB و در نهایت SuperClassC. (سطر ۲۴)
+
+در این شیوه می‌بایست هر یک از متدهای متناظر در superclassها با متد مورد نظر ما در SubClass، نیز شامل فراخوانی تابع ``super`` باشند. چرا پایتون با اولین نتیجه موفق از یافتن متد، پیمایش را متوقف می‌کند ولی ما می‌خواهیم دیگر متدهای متناظر باقی‌مانده نیز فراخوانی شوند. در نتیجه با فراخوانی مجدد ``super`` این روند را دوباره به اجرا در می‌آوریم.
+
+متدها در کلاس از قوانین حاکم بر تابع در پایتون پیروی می‌کنند، در نتیجه متدهای متناظر در superclassها باید به گونه‌ای تعریف شده باشند که هر تعداد پارامتر را بپذیرند. برای این منظور در انتهای تعریف پارامترهای این متدها، یک پارامتر ``args*`` قرار داده‌ایم. این پارامتر، تمامی آرگومان‌های اضافی ارسال شده به آن تابع را در خود نگه‌داری می‌کند. در نتیجه برای ادامه روند فراخوانی متدهای نظیر باقی‌مانده، تنها کافی است این مقدار ارسال گردد. (تابع در پایتون - درس دوازدهم)
+
+
+
+اگر شیوه ارسال آرگومان‌ها را به صورت **نام=مقدار** تغییر دهیم، ترتیب ارسال آرگومان‌ها از اهمیت می‌افتد و پیاده‌سازی آسان‌تر و کد خواناتر خواهد بود - با این روش چنانچه متدهای مورد نظر در superclasها پارامتر همنام نداشته باشند، حتی ترتیب MRO نیز دیگر اهمیت نخواهد داشت:
+
+.. code-block:: python
+    :linenos:
+
+    class SuperClassA:
+        def __init__(self, param_0, param_3, **kargs):  
+            print('Called: SuperClassA.__init__()')
+            super().__init__(**kargs)
+            self.param_0 = param_0
+            self.param_3 = param_3
+    
+    
+    class SuperClassB:
+        def __init__(self, param_1, **kargs):  
+            print('Called: SuperClassB.__init__()')
+            super().__init__(**kargs)
+            self.param_1 = param_1
+    
+    class SuperClassC:
+        def __init__(self, param_2, **kargs): 
+            print('Called: SuperClassC.__init__()')
+            super().__init__(**kargs)
+            self.param_2 = param_2
+    
+    
+    class SubClass(SuperClassA, SuperClassB, SuperClassC):
+        def __init__(self, p0, p1, p2, p3, p4):  
+            super().__init__(param_0=p0, param_1=p1, param_2=p2, param_3=p3)
+            self.param_4 = p4
+    
+    
+    sub = SubClass(0, 1, 2, 3, 4)
+
+
+.. note:: 
+
+  آنچه در مثال بررسی شد حالتی پیچیده از فراخوانی متد مهم ``__init__`` بود. همواره زمانی که از وراثت چندگانه بهره می‌برید، در زمان فراخوانی یک متد که در دو یا چند superclass مشترک است، می‌بایست به یکی از شیوه‌های ارائه شده عمل نمایید.
+
+
+
+Method Resolution Order
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+در این بخش به شرح چگونگی عملکرد **Method Resolution Order** پایتون و محاسبه الگوریتم C3 linearization خواهیم پرداخت. توجه داشته باشید مطالعه این بخش الزامی نیست و در هر زمان شما با استفاده از ``__Class.__mro``  می‌توانید به مقصود دست پیدا کنید!
+
+برای شروع لازم است قوانین زیر را در نظر داشته باشیم (توجه: در ادامه برای ساده‌سازی توضیحات از ذکر حضور کلاس ``object`` صرف‌نظر شده است!):
+
+۱) حاصل الگوریتم C3 linearization برای یک کلاس که superclass ندارد برابر با همان کلاس خواهد بود::
+
+       >>> class A: pass
+
+       >>> A.__mro__
+       ( <class '__main__.A'>, <class 'object'>)
+
+۲) چنانچه کلاس مورد نظر تنها شامل یک سطح از سلسله مراتب وراثت می‌باشد، حاصل الگوریتم C3 linearization برای آن کلاس برابر است با لیستی از خود آن کلاس و  superclassهای آن کلاس به ترتیبی که قرار گرفته‌اند (از چپ به راست)::
+    
+       >>> class A: pass
+       >>> class B: pass
+       >>> class C(B, A): pass
+
+       >>> C.__mro__
+       (<class '__main__.C'>, <class '__main__.B'>, <class '__main__.A'>, <class 'object'>)
+
+
+۳) محاسبه حاصل الگوریتم C3 linearization برای یک کلاس که بیش از یک سطح سلسله مراتب وراثت دارد کمی زحمت دارد! در حالت کلی این مقدار برابر است با: «لیستی تک عضوی شامل آن کلاس » ``+`` لیستی با اعضای منحصر به فرد که حاصل ادغام (merge) «نتیجه خطی شدن (linearization) تک تک superclassهای آن کلاس» و «لیستی از  superclassهای آن کلاس». عمل ادغام در اینجا علاوه بر اینکه تکرارپذیر می‌باشد نکاتی دارد که در ادامه ذکر خواهد شد .
+
+اکنون برای پی بردن به چگونگی ایجاد حاصل ``__Class.__mro`` و درک عملکرد الگوریتم C3 linearization دو مثال معروف در این زمینه را بررسی خواهیم کرد. نخست ساختار الماس (Diamond):
+
+.. image:: /_static/lessons/l18-python-mro-diamond.png
+    :align: center
+
+.. code-block:: python
+    :linenos:
+
+    class A: pass
+    class B(A): pass
+    class C(A): pass
+    class D(B, C): pass
+
+    print (D.__mro__)
+
+::
+
+    (<class '__main__.D'>, <class '__main__.B'>, <class '__main__.C'>, <class '__main__.A'>, <class 'object'>)
+
+روند محاسبه الگوریتم C3 linearization برای کلاس ``D`` این مثال به صورت زیر می‌باشد:
+
+.. code-block:: python
+    :linenos:
+
+    L(A) := [A]
+
+    L(B) := [B] + merge(L(A), [A])
+          = [B] + merge([A], [A])
+          = [B, A]
+
+    L(C) := [C] + merge(L(A), [A])
+          = [C] + merge([A], [A])
+          = [C, A]
+
+    L(D) := [D] + merge(L(B), L(C), [B, C])
+          = [D] + merge([B, A], [C, A], [B, C])
+          = [D, B] + merge([A], [C, A], [C])
+          = [D, B, C] + merge([A], [A], [])
+          = [D, B, C, A]
+
+
+* **سطر ۱:** حاصل خطی سازی (linearization) کلاس A یا همان L(A) برابر است با لیستی که تنها شامل همان کلاس A است چرا که کلاس A بدون superclass است.
+
+* **سطر ۳:** حاصل خطی سازی (linearization) کلاس B یا همان L(B) برابر است با «لیستی که تنها شامل همان کلاس B» ``+`` ادغام «حاصل خطی سازی (linearization) تک تک superclassهای کلاس B - در اینجا: L(A)» و لیستی از superclassهای کلاس  B - در اینجا: [A]
+
+* **سطر ۴:** حاصل L(A) جایگذاری شده است. 
+
+* **سطر ۵:** حاصل ادغام چند لیست که تنها شامل یک کلاس می‌باشند برابر است با آن کلاس: ``[A] + [B] = [B,A]``
+
+* **سطر ۷:** حاصل خطی سازی (linearization) کلاس C همانند کلاس  B می‌باشد.
+
+* **سطر ۱۱:** حاصل خطی سازی (linearization) کلاس D یا همان L(D) برابر است با «لیستی که تنها شامل همان کلاس D» ``+`` ادغام «حاصل خطی سازی (linearization) تک تک superclassهای کلاس D با حفظ ترتیب از چپ به راست - در اینجا: L(B) , L(C)» و لیستی از superclassهای کلاس  D  با حفظ ترتیب از چپ به راست - در اینجا: [B,C]
+
+* **سطر ۱۲:** حاصل L(B) و L(C) جایگذاری شده است. 
+
+* **سطر ۱۳:** اکنون عملیات ادغام شامل بیش از یک کلاس است، در این شرایط عملیات ادغام و انتخاب یک کلاس مطلوب آنقدر تکرار می‌شود تا دیگر کلاسی باقی نماند. فرآیند انتخاب کلاس مطلوب به این صورت است که از چپ‌ترین کلاس موجود در چپ‌ترین لیست شروع می‌کنیم به انتخاب، این کلاس می‌بایست در باقی لیست‌ها در صورت وجود چپ‌ترین عضو باشد، در غیر این صورت چپ‌ترین کلاس موجود در لیست بعدی انتخاب و بررسی خواهد شد. چنانچه کلاس انتخاب شده شرایط را دارا باشد عمل ادغام برای آن کلاس صورت می‌پذیرد و داخل تمام لیست‌ها در صورت وجود نیز حذف می‌گردد. در اینجا: ابتدا کلاس B انتخاب می‌شود، این کلاس شرایط مطلوب بودن را دارا می‌باشد، در نتیجه عمل ادغام برای آن به انجام می‌رسد.
+
+* **سطر ۱۴:** در ادامه عمل ادغام فرآیند خطی سازی برای کلاس D، این بار ابتدا کلاس A انتخاب می‌شود، این کلاس شرایط لازم را ندارد چرا که در جایگاهی از لیست دوم نیز حضور دارد که جایگاه نخست (چپ‌ترین) نیست. کلاس A رها می‌شود و به سراغ لیست دوم می‌رویم، نخستین عضو آن یعنی کلاس C شرایط لازم برای ادغام را دارد، در نتیجه در این مرحله عمل ادغام برای کلاس C به انجام می‌رسد.
+
+* **سطر ۱۵:** حاصل ادغام چند لیست که تنها شامل یک کلاس می‌باشند برابر است با همان کلاس، در نتیجه کلاس A انتخاب و عمل ادغام برای آن به انجام می‌رسد.
+
+عملیات با موفقیت به پایان رسید و ما به مقداری برابر با ``__D.__mro`` دست پیدا کردیم!
+
+|
+
+اکنون مثال پیچیده‌تری را بررسی می‌کنیم. برگرفته شده از [`اینجا <https://www.wikiwand.com/en/C3_linearization>`__]  و [`اینجا <https://www.python.org/download/releases/2.3/mro>`__] :
+
+.. image:: /_static/lessons/l18-python-mro-example.png
+    :align: center
+
+.. code-block:: python
+    :linenos:
+
+    class O: pass
+    
+    class A(O): pass
+    class B(O): pass
+    class C(O): pass
+    class D(O): pass
+    class E(O): pass
+    
+    class K1(A,B,C): pass
+    class K2(D,B,E): pass
+    class K3(D,A): pass
+    
+    class Z(K1,K2,K3): pass
+    
+    print (Z.__mro__)
+
+::
+
+    (<class '__main__.Z'>, <class '__main__.K1'>, <class '__main__.K2'>, <class '__main__.K3'>, <class '__main__.D'>, <class '__main__.A'>, <class '__main__.B'>, <class '__main__.C'>, <class '__main__.E'>, <class '__main__.O'>, <class 'object'>)
+
+.. code-block:: python
+    :linenos:
+
+    L(O)  := [O]                                                # the linearization of O is trivially the singleton list [O], because O has no parents
+    
+    L(A)  := [A] + merge(L(O), [O])                             # the linearization of A is A plus the merge of its parents' linearizations with the list of parents...
+           = [A] + merge([O], [O])
+           = [A, O]                                             # ...which simply prepends A to its single parent's linearization
+    
+    L(B)  := [B, O]                                             # linearizations of B, C, D and E are computed similar to that of A
+    L(C)  := [C, O]
+    L(D)  := [D, O]
+    L(E)  := [E, O]
+    
+    L(K1) := [K1] + merge(L(A), L(B), L(C), [A, B, C])          # first, find the linearizations of K1's parents, L(A), L(B), and L(C), and merge them with the parent list [A, B, C]
+           = [K1] + merge([A, O], [B, O], [C, O], [A, B, C])    # class A is a good candidate for the first merge step, because it only appears as the head of the first and last lists
+           = [K1, A] + merge([O], [B, O], [C, O], [B, C])       # class O is not a good candidate for the next merge step, because it also appears in the tails of list 2 and 3; but class B is a good candidate
+           = [K1, A, B] + merge([O], [O], [C, O], [C])          # class C is a good candidate; class O still appears in the tail of list 3
+           = [K1, A, B, C] + merge([O], [O], [O])               # finally, class O is a valid candidate, which also exhausts all remaining lists
+           = [K1, A, B, C, O]
+    
+    L(K2) := [K2] + merge(L(D), L(B), L(E), [D, B, E])
+           = [K2] + merge([D, O], [B, O], [E, O], [D, B, E])    # select D
+           = [K2, D] + merge([O], [B, O], [E, O], [B, E])       # fail O, select B
+           = [K2, D, B] + merge([O], [O], [E, O], [E])          # fail O, select E
+           = [K2, D, B, E] + merge([O], [O], [O])               # select O
+           = [K2, D, B, E, O]
+    
+    L(K3) := [K3] + merge(L(D), L(A), [D, A])
+           = [K3] + merge([D, O], [A, O], [D, A])               # select D
+           = [K3, D] + merge([O], [A, O], [A])                  # fail O, select A
+           = [K3, D, A] + merge([O], [O])                       # select O
+           = [K3, D, A, O]
+    
+    L(Z)  := [Z] + merge(L(K1), L(K2), L(K3), [K1, K2, K3])
+           = [Z] + merge([K1, A, B, C, O], [K2, D, B, E, O], [K3, D, A, O], [K1, K2, K3])    # select K1
+           = [Z, K1] + merge([A, B, C, O], [K2, D, B, E, O], [K3, D, A, O], [K2, K3])        # fail A, select K2
+           = [Z, K1, K2] + merge([A, B, C, O], [D, B, E, O], [K3, D, A, O], [K3])            # fail A, fail D, select K3
+           = [Z, K1, K2, K3] + merge([A, B, C, O], [D, B, E, O], [D, A, O])                  # fail A, select D
+           = [Z, K1, K2, K3, D] + merge([A, B, C, O], [B, E, O], [A, O])                     # select A
+           = [Z, K1, K2, K3, D, A] + merge([B, C, O], [B, E, O], [O])                        # select B
+           = [Z, K1, K2, K3, D, A, B] + merge([C, O], [E, O], [O])                           # select C
+           = [Z, K1, K2, K3, D, A, B, C] + merge([O], [E, O], [O])                           # fail O, select E
+           = [Z, K1, K2, K3, D, A, B, C, E] + merge([O], [O], [O])                           # select O
+           = [Z, K1, K2, K3, D, A, B, C, E, O]                                               # done
+
+
+
+  
+انجمن (Association)
+----------------------------------
+
+وراثت مفهوم پرکاربردی از شی‌گرایی است ولی همانطور که مشاهده خواهید کرد، همیشه تمام روابط را نمی‌توان اینگونه تعریف کرد. با تعریف و چگونگی پیاده‌سازی رابطه **IS-A** در شی گرایی پایتون آشنا شده‌ایم، اکنون می‌بایست با مفهوم رابطه **HAS-A** در شی گرایی آشنا شویم. 
+
+
+رابطه **HAS-A** زمانی پیش می‌آید که یک شی حاوی یک یا چند شی دیگر باشد. در این رابطه برخلاف آنچه در وراثت (**IS-A**) شاهد آن بودیم، یک شی از طریق یکی شدن با دیگران گسترش پیدا نمی‌کند - بلکه با مالک شدن اشیای دیگر گسترش می‌یابد که در شی گرایی با عنوان **Association** شناخته می‌شود و بر اساس شدت مالکیت، Association بر دو نوع قابل تقسیم است:
+
+* Composition
+* Aggregation
+
+
+توجه داشته باشید که پیاده‌سازی این نوع رابطه (HAS-A) هیچ نکته خاص پایتونی ندارد، تنها تعریف Attribute برای شی است. آنچه مورد تاکید است مفهوم این موارد در برنامه‌نویسی شی گراست که درک آن‌ها خالی از لطف نمی‌باشد. برنامه‌نویس باید بتواند بر اساس مسئله، کلاس‌های خود و روابط بین آن‌ها را به بهترین شکل ممکن طراحی کند، دانستن این موارد به این امر کمک خواهند کرد.
+
+
+Composition
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+در **Composition** یک شی بخشی از شی دیگر خواهد بود به صورتی که در حالت تکی مفهومی در برنامه نخواهد داشت و تنها جزیی از شی دیگر بودن است که به آن در برنامه مفهوم می‌بخشد. برای مثال رابطه  شی بازو (Arm) و  پا (Leg) با شی انسان (Human) از این نوع است. شی Arm تنها در داخل شی Human مفهوم و کاربرد دارد. در واقع شی Arm یا Leg تنها برای استفاده در شی Human ایجاد گردیده‌اند و با از بین رفتن شی Human، شی Arm و  Leg نیز از بین می‌روند. 
+
+.. code-block:: python
+    :linenos:	
+    
+    class Arm:
+    	pass
+    	
+    class Leg:
+    	pass
+
+    class Human:
+    	def __init__(self):
+    	    self.arm = Arm()
+    	    self.leg = Leg()
+    
+    human = Human()
+
+از لحاظ منطقی اگر نگاه کنیم، شی Human برای داشتن قابلیت‌های بازو (Arm) و  پا (Leg)، نباید از کلاس‌های مربوط به آن‌ها ارث‌بری داشته باشد. چراکه نمی‌توانیم بگوییم یک Human، یک Arm است (IS-A) ولی می‌توانیم بگوییم که یک Human، یک Arm دارد (HAS-A).
+    	
+
+معمولا در پیاده‌سازی Composition، اشیای مورد نیاز یک شی در داخل آن شی ایجاد می‌گردند. چرا که این اشیا در بیرون از کلاس مورد نظر کاربردی نخواهند داشت و می‌بایست با از بین رفتن شی مالک (در اینجا: Human)، آن‌ها نیز از بین بروند.
+
+
+Aggregation
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+در تعریف **Aggregation** یک شی بخشی از شی دیگر می‌شود ولی به صورت مستقل نیز می‌تواند در برنامه حضور داشته باشد و طول عمر (life cycle) آن‌ها وابسته به یکدیگر نیست. برای مثال رابطه دانش‌آموز (Student) و مدرسه (School) می‌تواند از این نوع در نظر گرفته شود، وقتی School تعطیل می‌شود - Student هنوز وجود دارد. 
+
+
+.. code-block:: python
+    :linenos:	
+    
+    class Student:
+    	pass
+
+    class School:
+    	def __init__(self, students):
+    		self.students = students
+    
+    students = [Student(), Student(), Student()]
+    
+    school = School(students)
+
+
+معمولا در پیاده‌سازی Aggregation، اشیای مورد نیاز یک شی در زمان نمونه‌سازی به آن ارسال می‌گردند. چرا که این اشیا در بیرون از کلاس موجودیت‌های مستقلی هستند و طول عمر (life cycle) آن‌ها وابسته به شی مالک (در اینجا: School) نیست.
+
+
+
+Mixin
+----------------------------------
+
+همواره در میان صحبت از شی گرایی، کلاس و وراثت از مفهومی با نام **Mixin** نیز یاد می‌شود [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Mixin>`__]. Mixin نوعی استفاده از مفهوم کلاس و وراثت می‌باشد ولی با هدفی دیگر، Mixin کلاسی است که معمولا تنها شامل متد بوده و با هدف گسترش عملکردهای (functionality) دیگر کلاس‌ها توسعه می‌یابد.
+
+پشتیبانی وراثت چندگانه در زبان برنامه‌نویسی پایتون، پیاده‌سازی Mixin را بسیار ساده کرده است. Mixin مجموعه‌ای از functionalityهاست که هر کلاسی که با آن functionalityها نیاز داشته باشد، می‌تواند از آن Mixin ارث‌بری داشته باشد. البته باید توجه داشت که منطق پیاده‌سازی Mixin ایجاد رابطه IS-A نمی‌باشد و هدف تنها گسترش functionality است، حتی اگر ظاهر کار چنین نباشد!
+
+زمانی را تصور کنید که قصد دارید یک عملکرد یا متد یا functionality جدید را به مجموعه‌ای از کلاس‌های خود اضافه نمایید. در این شرایط چه کار باید کرد؟ این functionality را به بالاترین supperclass هر سلسله مراتب از کلاس‌های خود اضافه کنیم،‌ در این صورت علاه‌بر اینکه کلاس‌های پایه خود را به آسانی دستکاری کرده‌اید، یک کد یکسان را نیز چندین بار تکرار کرده‌اید که بر خلاف یکی از مهم‌ترین اصول برنامه نویسی است (DRY - Don't Repeat Yourself) [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Don%27t_repeat_yourself>`__]. پاسخ این مشکلات ایجاد Mixin است.
+
+توجه داشته باشید که Mixin یک الگو طراحی است و نه یک ابزار، بنابراین پیاده‌سازی آن در زبان برنامه‌نویسی پایتون همانند ایجاد هر کلاس دیگری است منتها مرسوم است که به منظور تفکیک این دست از کلاس‌ها، در انتهای نام آن‌ها Mixin ذکر می‌گردد. چرا که Mixin کلاس‌هایی هستند که نباید از آن‌ها شی ایجاد شود و تنها دلیل موجودیت آن‌ها گسترش functionality است:
+
+
+.. code-block:: python
+    :linenos:	
+
+    class Vehicle:
+
+        def travel(self):
+            pass
+
+
+    class Car(Vehicle):
+        pass
+
+    class Boat(Vehicle):
+        pass
+
+    class Plane(Vehicle):
+        pass
+
+
+نمونه کد بالا نمایش کلاس مربوط به سه نوع وسیله نقلیه (Vehicle) می‌باشد: خودرو (Car)، قایق (Boat) و هواپیما (Plane)، اکنون می‌خواهیم قابلیت پخش رادیو را به دو کلاس Car و Boat اضافه نماییم. اگر این functionality را به کلاس پایه (Vehicle) اضافه کنیم، در این صورت کلاس Plane نیز ناخواسته به این عملکرد دسترسی پیدا خواهد کرد که نه درست است و نه مطلوب. از طرفی نیز قرار دادن این عملکرد به صورت جداگانه در هر دو کلاس Car و Boat برخلاف DRY می‌باشد. برای این مسئله از الگو Mixin استفاده خواهیم کرد:
+
+
+.. code-block:: python
+    :linenos:	
+
+    class RadioMixin:
+        def __init__(self):
+            self.radio = Radio()
+
+        def play_on_station(self, station):
+            self.radio.set_station(station)
+            self.radio.play_song()
+
+
+    class Car(Vehicle, RadioMixin):
+        def __init__(self):
+            RadioMixin.__init__(self)
+
+    class Boat(Vehicle, RadioMixin):
+        def __init__(self):
+            RadioMixin.__init__(self)
+
+
+
+|
+
+----
+
+:emoji-size:`😊` امیدوارم مفید بوده باشه
+
+
+
+
diff --git a/source/lessons/l19-metaclass-and-abstraction-in-python.rst b/source/lessons/l19-metaclass-and-abstraction-in-python.rst
index c4bb3c0..5793d9c 100644
--- a/source/lessons/l19-metaclass-and-abstraction-in-python.rst
+++ b/source/lessons/l19-metaclass-and-abstraction-in-python.rst
@@ -1,400 +1,400 @@
-.. role:: emoji-size
-
-.. meta::
-   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس نوزدهم: شی گرایی (OOP) در پایتون: متا کلاس (Metaclass) و انتزاع (Abstraction)
-
-
-
-.. _lesson-19: 
-
-درس ۱۹: شی گرایی (OOP) در پایتون: متا کلاس (Metaclass) و انتزاع (Abstraction)
-========================================================================================================
-
-.. figure:: /_static/pages/19-python-object-oriented-programming-abstraction-metaclass.jpg
-    :align: center
-    :alt: شی گرایی (OOP) در پایتون: متا کلاس (Metaclass) و انتزاع (Abstraction)
-    :class: page-image
-
-    Photo by `Giancarlo Revolledo <https://unsplash.com/photos/QOkr2RY4DT4>`__
-  
-
-این درس در ادامه دروس پیش مرتبط با آموزش شی گرایی در پایتون می‌باشد و به بررسی قابلیت **متا کلاس (Metaclass)** در پایتون می‌پردازد و در ادامه یکی دیگر از مفاهیم اصلی برنامه‌نویسی شی گرا به نام **انتزاع (Abstraction)** را معرفی و چگونگی پیاده‌سازی آن در زبان برنامه‌نویسی پایتون را بررسی خواهیم کرد.
-
-
-
-:emoji-size:`✔` سطح: متوسط
-
-----
-
-
-.. contents:: سرفصل‌ها
-    :depth: 2
-
-----
-
-
-متاکلاس (Metaclass)
-----------------------------------
-
-**متاکلاس (Metaclass)** [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#metaclasses>`__] در پایتون یک مفهوم پنهان در رابطه با پیاده‌سازی برنامه‌نویسی شی گرا می‌باشد. اکثر برنامه‌نویس‌ها چه از آن آگاه باشند و چه خیر، به ندرت از آن استفاده می‌کنند و شاید شما هیچگاه نیاز به استفاده از این قابلیت نداشته باشید ولی باید بدانید این قابلیتی است که در اکثر زبان‌های برنامه‌نویسی شی گرا ارائه نمی‌شود! 
-
-.. image:: /_static/lessons/l19-python-metaclass-type.jpg
-    :align: center
-
-**متاکلاس چیست؟** یک کلاس است و اشیایی که از آن ایجاد می‌گردند، کلاس‌ها هستند! بارها گفته شد که «هر چیزی در پایتون یک شی است» و این جمله حتی خود موجودیت کلاس‌ها را نیز شامل می‌شود. با اجرای دستور تعریف کلاس، یک شی از نوع ``type`` در حافظه ایجاد می‌گردد و از نام کلاس برای اشاره به آن شی استفاده می‌شود (درس هفدهم). اکنون می‌توانیم بگوییم که  ``type`` در واقع یک متاکلاس می‌باشد::
-
-    >>> class MyClassName:
-    ...     pass
-    ... 
-    >>> obj = MyClassName()
-
-    >>> type(obj)
-    <class '__main__.MyClassName'>
-    
-    >>> type(MyClassName)
-    <class 'type'>
-
-
-    >>> isinstance(obj, MyClassName)
-    True
-
-    >>> isinstance(MyClassName, type)
-    True
- 
-
-در نمونه کد بالا، ``MyClassName`` کلاس یا نوع داده‌ای بود که ما خودمان آن را تعریف کرده بودیم. با این حال جالب است بدانید تمام انواع پیش تعریف شده در پایتون هم از نوع ``type`` هستند، حتی خود ``type``! ::
-
-    >>> type(int)
-    <class 'type'>
-    >>> type(float)
-    <class 'type'>
-    >>> type(dict)
-    <class 'type'>
-    >>> type(list)
-    <class 'type'>
-    >>> type(tuple)
-    <class 'type'>
-    >>> type(str)
-    <class 'type'>
-    >>> type(complex)
-    <class 'type'>
-    >>> type(bool)
-    <class 'type'>
-    
-    >>> type(type)
-    <class 'type'>
-
-
-در واقع ``type`` کلاسی است که تمام کلاس‌های پایتون به صورت پیش‌فرض از روی آن ایجاد می‌گردند. ``type`` یک متا کلاس است و پایتون این قابلیت را به شما می‌دهد که متا کلاس خودتان را بسازید، بنابراین می‌توانید کلاس‌هایی بسازید که یک شی از متاکلاس شما هستند، هیجان انگیز نیست؟! اکثر زبان‌های برنامه‌نویسی تنها یک پیاده‌سازی پیش‌فرض در اختیار برنامه‌نویس قرار می‌دهند ولی این قابلیت در پایتون امکانات قدرتمندی برای برنامه‌نویس فراهم می‌آورد همچون thread-safety، مدیریت کامل فرآیند ایجاد شی و...
-
-ایجاد یک متاکلاس در پایتون به صورت زیر می‌باشد:
-
-::
-
-	>>> class SampleMetaClass(type):
-	...     pass
-	... 
-	>>> class Sample(metaclass=SampleMetaClass):
-	...      pass
-	... 
-	>>> 
-	
-	>>> type(SampleMetaClass)
-	<class 'type'>
-	
-	>>> type(Sample)
-	<class '__main__.SampleMetaClass'>
-
-برای ایجاد متا کلاس تنها کافی است یک کلاس جدید بسازید که از کلاس ``type`` ارث‌بری داشته باشد. با ارسال نام این کلاس به پارامتر ``metaclass`` هر کلاس دیگری، می‌توان متا کلاس ایجاد شده را به جای متا کلاس پیش‌فرض (``type``) به آن‌ کلاس‌ها انتساب داد. ایجاد متاکلاس کاربردهای جالبی دارد و قطعا قدرت برنامه‌نویس را در مدیریت فرآیند ایجاد اشیا بیشتر می‌کند. در ادامه سعی خواهیم کرد با ایجاد یک متا کلاس روند کامل ایجاد یک شی در پایتون را خودمان پیاده‌سازی کنیم!
-
-بحث اشیای Callable را از درس هفدهم به یاد آورید -  هر کلاس در پایتون یک شی از متاکلاس مربوط به خودش می‌باشد، همچنین گفته شد کلاس‌ها در پایتون Callable هستند، بنابراین هرگاه یک کلاس فراخوانی می‌شود (در واقع زمانی که یک شی از آن کلاس ایجاد می‌گردد)، به صورت خودکار متد ``__call__`` متا کلاس آن نیز فراخوانی می‌گردد.
-
-اکنون زمانی است که می‌توانید تمام فرآیند ایجاد یک شی در پایتون را بدانید، آن را در دست بگیرید و هر کاری که نیاز دارید را به انجام برسانید!:
-
-
-.. code-block:: python
-    :linenos: 
-    
-    class MetaClass(type):
-
-        def __call__(self, *args, **kwargs):
-            print('\n------->>> MetaClass __call__')
-            print('self: ', self)
-            print('args: ', args)
-            print('kwargs: ', kwargs)
-            
-            obj = self.__new__(self, *args, **kwargs)    
-    
-            obj.__init__(*args, **kwargs)
-             
-            return obj
-
-
-    class Sample(metaclass=MetaClass):
-
-        def __new__(cls, *args, **kwargs): 
-            print('\n------->>> Sample __new__')
-            print('cls: ', cls)
-            print('args: ', args)
-            print('kwargs: ', kwargs)
-            
-            obj = super().__new__(cls)
-            return obj
-        
-        def __init__(self, x=0, y=0, z=0):
-            print('\n------->>> Sample __init__')
-            print('self: ', self)
-            print('x: ', x)
-            print('y: ', y)
-            print('z: ', z)
-            
-            self.x = x
-            self.y = y
-            self.z = z
-
-
-    sample_obj = Sample('p_arg_1', 'p_arg_2', z='k_arg')
-
-
-
-::
-
-    ------->>> MetaClass __call__
-    self:  <class '__main__.Sample'>
-    args:  ('p_arg_1', 'p_arg_2')
-    kwargs:  {'z': 'k_arg'}
-
-    ------->>> Sample __new__
-    cls:  <class '__main__.Sample'>
-    args:  ('p_arg_1', 'p_arg_2')
-    kwargs:  {'z': 'k_arg'}
-
-    ------->>> Sample __init__
-    self:  <__main__.Sample object at 0x7f578772f3d0>
-    x:  p_arg_1
-    y:  p_arg_2
-    z:  k_arg
-
-بر اساس نمونه کد بالا، می‌توان فرآیند ایجاد یک شی در پایتون را به ترتیب زیر شرح داد:
-
-* کلاس Sample فراخوانی می‌شود (سطر ۳۹)، در نتیجه به صورت خودکار متد ``__call__`` کلاسِ کلاس Sample  یا همان متا کلاس آن (MetaClass) فراخوانی می‌شود. توجه داشته باشید که مقدار پارامتر ``self`` در این متد برابر با کلاس Sample می‌باشد (به خروجی سطر پنجم توجه شود - ``<'class '__main__.Sample>``)، چرا که شی فراخوانی کننده این متد اکنون خود کلاس Sample می‌باشد.
-
-* داخل  متد ``__call__`` از متا کلاس، ابتدا  متد ``__new__`` تعریف شده داخل کلاس Sample فراخوانی می‌شود (سطر ۹). توجه داشته باشید که متد ``__new__`` از کلاس  Sample نیز متد مرتبط از کلاس ``object`` (به عنوان superclass) فراخوانی می‌کند (سطر ۲۴). حاصل یک شی جدید از کلاس Sample خواهد بود که به داخل متد ``__call__`` از متاکلاس برگردانده می‌شود.
-
-* داخل  متد ``__call__`` از متا کلاس، این‌بار  متد ``__init__``  فراخوانی می‌گردد - پیش از برگرداندن شی Sample  ایجاد شده (سطر ۱۱). این متد عملیات initialize یا مقداردهی اولیه را بر روی شی تازه ایجاد شده از کلاس Sample به انجام می‌رساند.
-
-* در انتها متد ``__call__`` از متا کلاس، شی Sample را باز‌می‌گرداند (سطر ۱۳).
-
-* توجه داشته باشید از آنجا که احتمال ارسال آرگومان به دو صورت «positional arguments» و «keyword arguments» وجود دارد، پارامترها و آرگومان‌ها به گونه‌ای تعریف و ارسال گردیدند که هر دو حالت پوشش داده شود:‌ ``args, **kwargs*``
-
-با استفاده از مثال پیش، یک کاربرد جالب و مهم از قابلیت تعریف متا کلاس در پایتون را بررسی کردیم، مثالی که شما را با روند ایجاد شی نیز بیشتر آشنا کرد.
-
-در انتهای این بخش جا دارد با امکان تعریف یک متد از نوع Class Method به نام ``__prepare__``  [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#preparing-the-class-namespace>`__] در پایتون آشنا شویم. به صورت پیش‌فرض مفسر پایتون پس از اینکه متا کلاسِ یک کلاس را تشخیص می‌دهد، بلافاصله به دنبال ``__prepare__`` در آن می‌گردد و چنانچه پیاده‌سازی شده باشد، آن را فراخوانی و آرگومان‌های «متا کلاس»، «نام کلاسی که قرار است یک شی از آن ایجاد گردد»، «یک شی توپِل حاوی فهرست superclassهای آن کلاس - با حفظ ترتیب» و «تعدادی keyword argumentهای احتمالی (آرگومان‌های نام=مقدار)» را به آن ارسال می‌کند [`PEP 3115 <https://www.python.org/dev/peps/pep-3115/#invoking-the-metaclass>`__]. خروجی این متد می‌بایست یک شی  دیکشنری  (``dict``) باشد که در زمان ایجاد و ارزیابی کلاس، مورد استفاده قرار می‌گیرد. این متد قبل از ``__call__``  فراخوانی می‌شود و ما می‌توانیم از آن برای قرار دادن مقادیری برای استفاده در کلاس‌هایی که توسط متا کلاس ایجاد می‌گردند قرار دهیم. برای درک بهتر کاربرد این متد، به نمونه کد زیر توجه نمایید:
-
-.. code-block:: python
-    :linenos: 
-
-    class MetaClass(type):
-    
-        @classmethod
-        def __prepare__(metacls, name, bases, **kwargs):
-            print('\n------->>> MetaClass __prepare__')
-            print('metaclass: ', metacls)
-            print('name: ', name)
-            print('superclasses: ', bases)
-            print('extra arguments: ', kwargs)
-
-            return {"class_code": 1633}
-    
-    
-    class Sample(metaclass=MetaClass):
-    
-        @classmethod
-        def print_extra_info(cls):
-            print('\n------->>> Sample print_extra_info')
-
-            print ('class_code:', cls.__dict__['class_code'])
-    
-    
-    print ('Sample.__dict__:\n', Sample.__dict__)
-    Sample.print_extra_info()
-
-::
-
-    ------->>> MetaClass __prepare__
-    metaclass:  <class '__main__.MetaClass'>
-    name:  Sample
-    superclasses:  ()
-    extra arguments:  {}
-    Sample.__dict__:
-     {'class_code': 1633, '__module__': '__main__', 'print_extra_info': <classmethod object at 0x7f090a6aa5c0>, '__dict__': <attribute '__dict__' of 'Sample' objects>, '__weakref__': <attribute '__weakref__' of 'Sample' objects>, '__doc__': None}
-
-    ------->>> Sample print_extra_info
-    class_code: 1633
-
-دانستن ترتیب مراحل فراخوانی متدهای معرفی شده و همچنین قابلیت پیاده‌سازی و شخصی‌سازی آن‌ها می‌تواند در شرایط خاص خودش برای برنامه‌نویس بسیار کارگشا باشد.
-
-
-
-انتزاع (Abstraction)
-----------------------------------
-
-انتزاع یا تجرید یا  Abstraction در شی گرایی فرآیندی است که طی آن تنها ویژگی‌های اصلی،  آن‌هم بدون پیاده‌سازی جزییات ارايه می‌گردد. در واقع **Abstraction** برابر است با **Implementation hiding**. این مفهوم همراه با موجودیت کلاس تعریف می‌شود، کلاس‌های Abstrac. از درس پنجم به یاد داریم که دو نوع کلاس در شی‌گرایی وجود دارد: ۱- کلاس‌های عادی که توانایی نمونه‌سازی دارند و به آن‌ها **”Concrete Class“** گفته می‌شود ۲- کلاس‌هایی که توانایی نمونه‌سازی ندارند و به آن‌ها **”Abstract Class“** گفته می‌شود.
-
-«**کلاس Abstract**» کلاسی است که شامل یک یا چند «**متد Abstract**» باشد و «متد Abstract» متدی است که اعلان (Declare) شده ولی بدنه آن ‌تعریف (Define) نشده است. کلاس‌های Abstract قابلیت نمونه‌سازی ندارند و نمی‌توان از آن‌ها شی ایجاد نمود؛ چرا که هدف از توسعه آن‌ها قرار گرفتن در بالاترین سطح (یا چند سطح بالایی) سلسله‌مراتب وراثت، به عنوان کلاس پایه برای ارث‌بری کلاس‌های پایین‌تر می‌باشد. **در واقع ایده طراحی کلاس Abstract در تعیین یک نقشه توسعه برای subclassها می‌باشد.**
-
-در زبان برنامه‌نویسی پایتون، Abstraction از طریق ماژول ``abc`` ارايه می‌شود [`اسناد پایتون <https://docs.python.org/3/library/abc.html>`__]. این ماژول دو راه برای ایجاد کلاس Abstract فراهم آورده است:
-
-۱- با استفاده از متا کلاس ``ABCMeta`` [`اسناد پایتون <https://docs.python.org/3/library/abc.html#abc.ABCMeta>`__]:
-
-.. code-block:: python
-    :linenos: 
-    
-    from abc import ABCMeta, abstractmethod
-
-    class MyABC(metaclass=ABCMeta):
-    
-        @abstractmethod
-        def abs_instance_method(self):
-            """This method should implement how to ....."""
-    
-        @classmethod
-        @abstractmethod
-        def abs_class_method(cls):
-            """This method should implement how to ....."""
-        
-        @staticmethod        
-        @abstractmethod
-        def abs_static_method():
-            """This method should implement how to ....."""
-
-۲- با استفاده از ارث‌بری کلاس ``ABC`` [`اسناد پایتون <https://docs.python.org/3/library/abc.html#abc.ABC>`__]،  ``ABC`` یک کلاس کمکی است که متا کلاس آن ``ABCMeta`` می‌باشد و از نسخه 3.4 به پایتون افزوده شده است:
-
-
-.. code-block:: python
-    :linenos: 
-    
-    from abc import ABC, abstractmethod
-
-    class MyABC(ABC):
-    
-        @abstractmethod
-        def abs_instance_method(self):
-            """This method should implement how to ....."""
-    
-        @classmethod
-        @abstractmethod
-        def abs_class_method(cls):
-            """This method should implement how to ....."""
-        
-        @staticmethod        
-        @abstractmethod
-        def abs_static_method():
-            """This method should implement how to ....."""
-
-
-.. note:: 
-  در بحث  کلاس‌های Abstract زبان برنامه‌نویسی پایتون می‌بایست نکات زیر را در نظر داشته باشید:
-  
-  * کلاس‌های Abstract می‌توانند علاوه بر متدهای Abstract، شامل متدهای معمولی که پیش‌تر شرح داده شد نیز باشند.
-
-  * نمی‌توان از کلاس‌های Abstract شی ایجاد کرد،‌ این نوع کلاس فاقد عملیات نمونه‌سازی می‌باشد. 
-  
-  * متدهای Abstract با استفاده از دکوراتور ``abstractmethod@`` از ماژول ``abc`` ایجاد می‌گردد. 
-  
-  * متدهای Abstract مانند هر متدی دیگری در پایتون می‌توانند از انواع Instance Method یا Class Method یا Static Method باشند. توجه داشته باشید که این قانون در مورد Class Method و Static Method از نسخه 3.3 به بعد پایتون پشتیبانی می‌گردد.
-
-  * معمولا بدنه متدهای Abstract بدون پیا‌ده‌سازی هستند، این کار می‌تواند با قرار دادن دستورهایی همچون ``pass`` یا ``return`` یا ``return None`` نیز انجام شود ولی بهترین کار استفاده از Docstring می‌باشد (درس ششم)، با یک تیر دو نشان خواهید زد!
-
-  * هیچ اجباری به خالی بودن بدنه (عدم پیاده‌سازی) متدهای Abstract در داخل کلاس Abstract نیست، این متدها در کلاس  Abstract می‌توانند شامل یک پیاده‌سازی پیش‌فرض باشند، که اشیا subclassها در صورت نیاز می‌توانند با استفاده از تابع ``()super``  (همانطور که پیش‌تر شرح داده شد)، متد نظیر کلاس Abstract  را نیز فراخوانی کنند.
-
-  * کلاس‌های Abstract می‌توانند مانند دیگر کلاس‌ها در چند سطح از سلسله مراتب وراثت شرکت کنند (از یکدیگر ارث‌بری داشته باشند)، بنابراین باید توجه داشت که تنها subclassهایی که تمام متدهای Abstract مربوط به superclassهای خود را پیاده‌سازی کرده باشند به عنوان یک کلاس نرمال یا به اصطلاح Concrete حساب می‌شود و می‌توان از آن نمونه‌سازی کرد، در غیر این صورت مفسر پایتون آن کلاس را به عنوان یک کلاس Abstract در نظر می‌گیرد و اجازه نمونه‌سازی از آن را نخواهد داد.
-
-  * از کاربرد کلاس‌های Abstract می‌توان به قرار دادن شرط الزام به پیاده‌سازی یک سری متد مشخص اشاره کرد. به این صورت که برنامه‌نویس با تعریف یک کلاس Abstract، می‌گوید که اشیا مورد نیاز می‌بایست چه کاری انجام بدهند ولی نمی‌گوید چگونه، چرا که هر شی می‌تواند نسبت به نوع یا کلاس خود، یک پیاده‌سازی متفاوت از انجام یک کار مشترک را داشته باشد. از طرفی تنها این مهم است که تمامی اشیای دریافتی، یک سری متد مورد نیاز را حتما پیاده‌سازی کرده باشند. اکنون برنامه‌نویس می‌تواند با بررسی نوع شی، تنها به اشیایی که نوع آن کلاس Abstract را به ارث برده‌اند (مثلا با استفاده از تابع ``isinstance``)، اجازه پذیرش برای کار مورد نظر خود را بدهد و از بروز خطا در برنامه جلوگیری کند. در این صورت می‌توان مطمئن بود که اشیا از هر کلاسی که ایجاد شده باشند، حتما متدهای مورد نظر ما را پیاده‌سازی کرده‌اند.
-  
-
-نمونه کد زیر را در نظر بگیرید:
-
-در برنامه، قرار است کلاس مربوط به دو گونه آبزیان (Aquatics) و پستانداران (Mammals) از حیوانات ایجاد گردد. حیوانات برخی رفتارهای مشترک دارند و برخی رفتارهایی که خاص گونه خودشان می‌باشد. حتی ممکن است پیاده‌سازی برخی رفتارها در هر نوع حیوان متناسب با خودش متفاوت باشد. بنابراین ما دو سطح از سلسله مراتب وراثت ایجاد کرده‌ایم و به منظور مرتبط بودن مثال با مبحث جاری، تنها از کلاس‌های Abstract برای پیاده‌سازی supperclassهای مرتبط بهره گرفتیم و پیاده‌سازی هر رفتار را به خود موجودیت نهایی واگذار کردیم تا کاملا شخصی و نسبت به مورد پیاده‌سازی گردند. در این مثال تعریف کلاس دو حیوان نهنگ قاتل (Killer Whale) که یک پستاندار دریایی است و خصوصیاتی مشترک از هر دو گروه آبزی و پستاندار را دارد (وراثت چندگانه) و شیر (Lion) که تنها جزو گروه پستانداران می‌باشد آورده شده است.
-
-.. code-block:: python
-    :linenos: 
-    
-    from abc import ABCMeta, abstractmethod
-
-    class Animal(metaclass=ABCMeta):
-    
-        @abstractmethod
-        def breathing(self):
-            '''Implement breathing skills''' 
-        
-        
-    class Aquatic(Animal):
-    
-        @abstractmethod
-        def swimming(self):
-            '''Implement swimming skills''' 
-        
-       
-    class Mammal(Animal):
-    
-        @abstractmethod
-        def breastfeeding(self):
-            '''Implement breastfeeding skills'''     
-
-
-
-    class KillerWhale(Aquatic, Mammal):
-    
-        def breathing(self):
-            print(f'{self.__class__.__name__}: breathing...')
-
-        def swimming(self):
-            print(f'{self.__class__.__name__}: swimming...')
-        
-        def breastfeeding(self):
-            print(f'{self.__class__.__name__}: breastfeeding...')
-
-
-    class Lion(Mammal):
-    
-        def breathing(self):
-            print(f'{self.__class__.__name__}: breathing...')
-        
-        def breastfeeding(self):
-            print(f'{self.__class__.__name__}: breastfeeding...')
-        
-
-    killer_whale = KillerWhale()
-    killer_whale.breathing()
-    killer_whale.swimming()
-    killer_whale.breastfeeding()
-
-    print('-' * 30)
-
-    lion = Lion()
-    lion.breathing()
-    lion.breastfeeding()
-  
-::
-
-    KillerWhale: breathing...
-    KillerWhale: swimming...
-    KillerWhale: breastfeeding...
-    ------------------------------
-    Lion: breathing...
-    Lion: breastfeeding...
-
-
-
-
-
-
-|
-
-----
-
-:emoji-size:`😊` امیدوارم مفید بوده باشه
-
-
-
+.. role:: emoji-size
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس نوزدهم: شی گرایی (OOP) در پایتون: متا کلاس (Metaclass) و انتزاع (Abstraction)
+
+
+
+.. _lesson-19: 
+
+درس ۱۹: شی گرایی (OOP) در پایتون: متا کلاس (Metaclass) و انتزاع (Abstraction)
+========================================================================================================
+
+.. figure:: /_static/pages/19-python-object-oriented-programming-abstraction-metaclass.jpg
+    :align: center
+    :alt: شی گرایی (OOP) در پایتون: متا کلاس (Metaclass) و انتزاع (Abstraction)
+    :class: page-image
+
+    Photo by `Giancarlo Revolledo <https://unsplash.com/photos/QOkr2RY4DT4>`__
+  
+
+این درس در ادامه دروس پیش مرتبط با آموزش شی گرایی در پایتون می‌باشد و به بررسی قابلیت **متا کلاس (Metaclass)** در پایتون می‌پردازد و در ادامه یکی دیگر از مفاهیم اصلی برنامه‌نویسی شی گرا به نام **انتزاع (Abstraction)** را معرفی و چگونگی پیاده‌سازی آن در زبان برنامه‌نویسی پایتون را بررسی خواهیم کرد.
+
+
+
+:emoji-size:`✔` سطح: متوسط
+
+----
+
+
+.. contents:: سرفصل‌ها
+    :depth: 2
+
+----
+
+
+متاکلاس (Metaclass)
+----------------------------------
+
+**متاکلاس (Metaclass)** [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#metaclasses>`__] در پایتون یک مفهوم پنهان در رابطه با پیاده‌سازی برنامه‌نویسی شی گرا می‌باشد. اکثر برنامه‌نویس‌ها چه از آن آگاه باشند و چه خیر، به ندرت از آن استفاده می‌کنند و شاید شما هیچگاه نیاز به استفاده از این قابلیت نداشته باشید ولی باید بدانید این قابلیتی است که در اکثر زبان‌های برنامه‌نویسی شی گرا ارائه نمی‌شود! 
+
+.. image:: /_static/lessons/l19-python-metaclass-type.jpg
+    :align: center
+
+**متاکلاس چیست؟** یک کلاس است و اشیایی که از آن ایجاد می‌گردند، کلاس‌ها هستند! بارها گفته شد که «هر چیزی در پایتون یک شی است» و این جمله حتی خود موجودیت کلاس‌ها را نیز شامل می‌شود. با اجرای دستور تعریف کلاس، یک شی از نوع ``type`` در حافظه ایجاد می‌گردد و از نام کلاس برای اشاره به آن شی استفاده می‌شود (درس هفدهم). اکنون می‌توانیم بگوییم که  ``type`` در واقع یک متاکلاس می‌باشد::
+
+    >>> class MyClassName:
+    ...     pass
+    ... 
+    >>> obj = MyClassName()
+
+    >>> type(obj)
+    <class '__main__.MyClassName'>
+    
+    >>> type(MyClassName)
+    <class 'type'>
+
+
+    >>> isinstance(obj, MyClassName)
+    True
+
+    >>> isinstance(MyClassName, type)
+    True
+ 
+
+در نمونه کد بالا، ``MyClassName`` کلاس یا نوع داده‌ای بود که ما خودمان آن را تعریف کرده بودیم. با این حال جالب است بدانید تمام انواع پیش تعریف شده در پایتون هم از نوع ``type`` هستند، حتی خود ``type``! ::
+
+    >>> type(int)
+    <class 'type'>
+    >>> type(float)
+    <class 'type'>
+    >>> type(dict)
+    <class 'type'>
+    >>> type(list)
+    <class 'type'>
+    >>> type(tuple)
+    <class 'type'>
+    >>> type(str)
+    <class 'type'>
+    >>> type(complex)
+    <class 'type'>
+    >>> type(bool)
+    <class 'type'>
+    
+    >>> type(type)
+    <class 'type'>
+
+
+در واقع ``type`` کلاسی است که تمام کلاس‌های پایتون به صورت پیش‌فرض از روی آن ایجاد می‌گردند. ``type`` یک متا کلاس است و پایتون این قابلیت را به شما می‌دهد که متا کلاس خودتان را بسازید، بنابراین می‌توانید کلاس‌هایی بسازید که یک شی از متاکلاس شما هستند، هیجان انگیز نیست؟! اکثر زبان‌های برنامه‌نویسی تنها یک پیاده‌سازی پیش‌فرض در اختیار برنامه‌نویس قرار می‌دهند ولی این قابلیت در پایتون امکانات قدرتمندی برای برنامه‌نویس فراهم می‌آورد همچون thread-safety، مدیریت کامل فرآیند ایجاد شی و...
+
+ایجاد یک متاکلاس در پایتون به صورت زیر می‌باشد:
+
+::
+
+	>>> class SampleMetaClass(type):
+	...     pass
+	... 
+	>>> class Sample(metaclass=SampleMetaClass):
+	...      pass
+	... 
+	>>> 
+	
+	>>> type(SampleMetaClass)
+	<class 'type'>
+	
+	>>> type(Sample)
+	<class '__main__.SampleMetaClass'>
+
+برای ایجاد متا کلاس تنها کافی است یک کلاس جدید بسازید که از کلاس ``type`` ارث‌بری داشته باشد. با ارسال نام این کلاس به پارامتر ``metaclass`` هر کلاس دیگری، می‌توان متا کلاس ایجاد شده را به جای متا کلاس پیش‌فرض (``type``) به آن‌ کلاس‌ها انتساب داد. ایجاد متاکلاس کاربردهای جالبی دارد و قطعا قدرت برنامه‌نویس را در مدیریت فرآیند ایجاد اشیا بیشتر می‌کند. در ادامه سعی خواهیم کرد با ایجاد یک متا کلاس روند کامل ایجاد یک شی در پایتون را خودمان پیاده‌سازی کنیم!
+
+بحث اشیای Callable را از درس هفدهم به یاد آورید -  هر کلاس در پایتون یک شی از متاکلاس مربوط به خودش می‌باشد، همچنین گفته شد کلاس‌ها در پایتون Callable هستند، بنابراین هرگاه یک کلاس فراخوانی می‌شود (در واقع زمانی که یک شی از آن کلاس ایجاد می‌گردد)، به صورت خودکار متد ``__call__`` متا کلاس آن نیز فراخوانی می‌گردد.
+
+اکنون زمانی است که می‌توانید تمام فرآیند ایجاد یک شی در پایتون را بدانید، آن را در دست بگیرید و هر کاری که نیاز دارید را به انجام برسانید!:
+
+
+.. code-block:: python
+    :linenos: 
+    
+    class MetaClass(type):
+
+        def __call__(self, *args, **kwargs):
+            print('\n------->>> MetaClass __call__')
+            print('self: ', self)
+            print('args: ', args)
+            print('kwargs: ', kwargs)
+            
+            obj = self.__new__(self, *args, **kwargs)    
+    
+            obj.__init__(*args, **kwargs)
+             
+            return obj
+
+
+    class Sample(metaclass=MetaClass):
+
+        def __new__(cls, *args, **kwargs): 
+            print('\n------->>> Sample __new__')
+            print('cls: ', cls)
+            print('args: ', args)
+            print('kwargs: ', kwargs)
+            
+            obj = super().__new__(cls)
+            return obj
+        
+        def __init__(self, x=0, y=0, z=0):
+            print('\n------->>> Sample __init__')
+            print('self: ', self)
+            print('x: ', x)
+            print('y: ', y)
+            print('z: ', z)
+            
+            self.x = x
+            self.y = y
+            self.z = z
+
+
+    sample_obj = Sample('p_arg_1', 'p_arg_2', z='k_arg')
+
+
+
+::
+
+    ------->>> MetaClass __call__
+    self:  <class '__main__.Sample'>
+    args:  ('p_arg_1', 'p_arg_2')
+    kwargs:  {'z': 'k_arg'}
+
+    ------->>> Sample __new__
+    cls:  <class '__main__.Sample'>
+    args:  ('p_arg_1', 'p_arg_2')
+    kwargs:  {'z': 'k_arg'}
+
+    ------->>> Sample __init__
+    self:  <__main__.Sample object at 0x7f578772f3d0>
+    x:  p_arg_1
+    y:  p_arg_2
+    z:  k_arg
+
+بر اساس نمونه کد بالا، می‌توان فرآیند ایجاد یک شی در پایتون را به ترتیب زیر شرح داد:
+
+* کلاس Sample فراخوانی می‌شود (سطر ۳۹)، در نتیجه به صورت خودکار متد ``__call__`` کلاسِ کلاس Sample  یا همان متا کلاس آن (MetaClass) فراخوانی می‌شود. توجه داشته باشید که مقدار پارامتر ``self`` در این متد برابر با کلاس Sample می‌باشد (به خروجی سطر پنجم توجه شود - ``<'class '__main__.Sample>``)، چرا که شی فراخوانی کننده این متد اکنون خود کلاس Sample می‌باشد.
+
+* داخل  متد ``__call__`` از متا کلاس، ابتدا  متد ``__new__`` تعریف شده داخل کلاس Sample فراخوانی می‌شود (سطر ۹). توجه داشته باشید که متد ``__new__`` از کلاس  Sample نیز متد مرتبط از کلاس ``object`` (به عنوان superclass) فراخوانی می‌کند (سطر ۲۴). حاصل یک شی جدید از کلاس Sample خواهد بود که به داخل متد ``__call__`` از متاکلاس برگردانده می‌شود.
+
+* داخل  متد ``__call__`` از متا کلاس، این‌بار  متد ``__init__``  فراخوانی می‌گردد - پیش از برگرداندن شی Sample  ایجاد شده (سطر ۱۱). این متد عملیات initialize یا مقداردهی اولیه را بر روی شی تازه ایجاد شده از کلاس Sample به انجام می‌رساند.
+
+* در انتها متد ``__call__`` از متا کلاس، شی Sample را باز‌می‌گرداند (سطر ۱۳).
+
+* توجه داشته باشید از آنجا که احتمال ارسال آرگومان به دو صورت «positional arguments» و «keyword arguments» وجود دارد، پارامترها و آرگومان‌ها به گونه‌ای تعریف و ارسال گردیدند که هر دو حالت پوشش داده شود:‌ ``args, **kwargs*``
+
+با استفاده از مثال پیش، یک کاربرد جالب و مهم از قابلیت تعریف متا کلاس در پایتون را بررسی کردیم، مثالی که شما را با روند ایجاد شی نیز بیشتر آشنا کرد.
+
+در انتهای این بخش جا دارد با امکان تعریف یک متد از نوع Class Method به نام ``__prepare__``  [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#preparing-the-class-namespace>`__] در پایتون آشنا شویم. به صورت پیش‌فرض مفسر پایتون پس از اینکه متا کلاسِ یک کلاس را تشخیص می‌دهد، بلافاصله به دنبال ``__prepare__`` در آن می‌گردد و چنانچه پیاده‌سازی شده باشد، آن را فراخوانی و آرگومان‌های «متا کلاس»، «نام کلاسی که قرار است یک شی از آن ایجاد گردد»، «یک شی توپِل حاوی فهرست superclassهای آن کلاس - با حفظ ترتیب» و «تعدادی keyword argumentهای احتمالی (آرگومان‌های نام=مقدار)» را به آن ارسال می‌کند [`PEP 3115 <https://www.python.org/dev/peps/pep-3115/#invoking-the-metaclass>`__]. خروجی این متد می‌بایست یک شی  دیکشنری  (``dict``) باشد که در زمان ایجاد و ارزیابی کلاس، مورد استفاده قرار می‌گیرد. این متد قبل از ``__call__``  فراخوانی می‌شود و ما می‌توانیم از آن برای قرار دادن مقادیری برای استفاده در کلاس‌هایی که توسط متا کلاس ایجاد می‌گردند قرار دهیم. برای درک بهتر کاربرد این متد، به نمونه کد زیر توجه نمایید:
+
+.. code-block:: python
+    :linenos: 
+
+    class MetaClass(type):
+    
+        @classmethod
+        def __prepare__(metacls, name, bases, **kwargs):
+            print('\n------->>> MetaClass __prepare__')
+            print('metaclass: ', metacls)
+            print('name: ', name)
+            print('superclasses: ', bases)
+            print('extra arguments: ', kwargs)
+
+            return {"class_code": 1633}
+    
+    
+    class Sample(metaclass=MetaClass):
+    
+        @classmethod
+        def print_extra_info(cls):
+            print('\n------->>> Sample print_extra_info')
+
+            print ('class_code:', cls.__dict__['class_code'])
+    
+    
+    print ('Sample.__dict__:\n', Sample.__dict__)
+    Sample.print_extra_info()
+
+::
+
+    ------->>> MetaClass __prepare__
+    metaclass:  <class '__main__.MetaClass'>
+    name:  Sample
+    superclasses:  ()
+    extra arguments:  {}
+    Sample.__dict__:
+     {'class_code': 1633, '__module__': '__main__', 'print_extra_info': <classmethod object at 0x7f090a6aa5c0>, '__dict__': <attribute '__dict__' of 'Sample' objects>, '__weakref__': <attribute '__weakref__' of 'Sample' objects>, '__doc__': None}
+
+    ------->>> Sample print_extra_info
+    class_code: 1633
+
+دانستن ترتیب مراحل فراخوانی متدهای معرفی شده و همچنین قابلیت پیاده‌سازی و شخصی‌سازی آن‌ها می‌تواند در شرایط خاص خودش برای برنامه‌نویس بسیار کارگشا باشد.
+
+
+
+انتزاع (Abstraction)
+----------------------------------
+
+انتزاع یا تجرید یا  Abstraction در شی گرایی فرآیندی است که طی آن تنها ویژگی‌های اصلی،  آن‌هم بدون پیاده‌سازی جزییات ارايه می‌گردد. در واقع **Abstraction** برابر است با **Implementation hiding**. این مفهوم همراه با موجودیت کلاس تعریف می‌شود، کلاس‌های Abstrac. از درس پنجم به یاد داریم که دو نوع کلاس در شی‌گرایی وجود دارد: ۱- کلاس‌های عادی که توانایی نمونه‌سازی دارند و به آن‌ها **”Concrete Class“** گفته می‌شود ۲- کلاس‌هایی که توانایی نمونه‌سازی ندارند و به آن‌ها **”Abstract Class“** گفته می‌شود.
+
+«**کلاس Abstract**» کلاسی است که شامل یک یا چند «**متد Abstract**» باشد و «متد Abstract» متدی است که اعلان (Declare) شده ولی بدنه آن ‌تعریف (Define) نشده است. کلاس‌های Abstract قابلیت نمونه‌سازی ندارند و نمی‌توان از آن‌ها شی ایجاد نمود؛ چرا که هدف از توسعه آن‌ها قرار گرفتن در بالاترین سطح (یا چند سطح بالایی) سلسله‌مراتب وراثت، به عنوان کلاس پایه برای ارث‌بری کلاس‌های پایین‌تر می‌باشد. **در واقع ایده طراحی کلاس Abstract در تعیین یک نقشه توسعه برای subclassها می‌باشد.**
+
+در زبان برنامه‌نویسی پایتون، Abstraction از طریق ماژول ``abc`` ارايه می‌شود [`اسناد پایتون <https://docs.python.org/3/library/abc.html>`__]. این ماژول دو راه برای ایجاد کلاس Abstract فراهم آورده است:
+
+۱- با استفاده از متا کلاس ``ABCMeta`` [`اسناد پایتون <https://docs.python.org/3/library/abc.html#abc.ABCMeta>`__]:
+
+.. code-block:: python
+    :linenos: 
+    
+    from abc import ABCMeta, abstractmethod
+
+    class MyABC(metaclass=ABCMeta):
+    
+        @abstractmethod
+        def abs_instance_method(self):
+            """This method should implement how to ....."""
+    
+        @classmethod
+        @abstractmethod
+        def abs_class_method(cls):
+            """This method should implement how to ....."""
+        
+        @staticmethod        
+        @abstractmethod
+        def abs_static_method():
+            """This method should implement how to ....."""
+
+۲- با استفاده از ارث‌بری کلاس ``ABC`` [`اسناد پایتون <https://docs.python.org/3/library/abc.html#abc.ABC>`__]،  ``ABC`` یک کلاس کمکی است که متا کلاس آن ``ABCMeta`` می‌باشد و از نسخه 3.4 به پایتون افزوده شده است:
+
+
+.. code-block:: python
+    :linenos: 
+    
+    from abc import ABC, abstractmethod
+
+    class MyABC(ABC):
+    
+        @abstractmethod
+        def abs_instance_method(self):
+            """This method should implement how to ....."""
+    
+        @classmethod
+        @abstractmethod
+        def abs_class_method(cls):
+            """This method should implement how to ....."""
+        
+        @staticmethod        
+        @abstractmethod
+        def abs_static_method():
+            """This method should implement how to ....."""
+
+
+.. note:: 
+  در بحث  کلاس‌های Abstract زبان برنامه‌نویسی پایتون می‌بایست نکات زیر را در نظر داشته باشید:
+  
+  * کلاس‌های Abstract می‌توانند علاوه بر متدهای Abstract، شامل متدهای معمولی که پیش‌تر شرح داده شد نیز باشند.
+
+  * نمی‌توان از کلاس‌های Abstract شی ایجاد کرد،‌ این نوع کلاس فاقد عملیات نمونه‌سازی می‌باشد. 
+  
+  * متدهای Abstract با استفاده از دکوراتور ``abstractmethod@`` از ماژول ``abc`` ایجاد می‌گردد. 
+  
+  * متدهای Abstract مانند هر متدی دیگری در پایتون می‌توانند از انواع Instance Method یا Class Method یا Static Method باشند. توجه داشته باشید که این قانون در مورد Class Method و Static Method از نسخه 3.3 به بعد پایتون پشتیبانی می‌گردد.
+
+  * معمولا بدنه متدهای Abstract بدون پیا‌ده‌سازی هستند، این کار می‌تواند با قرار دادن دستورهایی همچون ``pass`` یا ``return`` یا ``return None`` نیز انجام شود ولی بهترین کار استفاده از Docstring می‌باشد (درس ششم)، با یک تیر دو نشان خواهید زد!
+
+  * هیچ اجباری به خالی بودن بدنه (عدم پیاده‌سازی) متدهای Abstract در داخل کلاس Abstract نیست، این متدها در کلاس  Abstract می‌توانند شامل یک پیاده‌سازی پیش‌فرض باشند، که اشیا subclassها در صورت نیاز می‌توانند با استفاده از تابع ``()super``  (همانطور که پیش‌تر شرح داده شد)، متد نظیر کلاس Abstract  را نیز فراخوانی کنند.
+
+  * کلاس‌های Abstract می‌توانند مانند دیگر کلاس‌ها در چند سطح از سلسله مراتب وراثت شرکت کنند (از یکدیگر ارث‌بری داشته باشند)، بنابراین باید توجه داشت که تنها subclassهایی که تمام متدهای Abstract مربوط به superclassهای خود را پیاده‌سازی کرده باشند به عنوان یک کلاس نرمال یا به اصطلاح Concrete حساب می‌شود و می‌توان از آن نمونه‌سازی کرد، در غیر این صورت مفسر پایتون آن کلاس را به عنوان یک کلاس Abstract در نظر می‌گیرد و اجازه نمونه‌سازی از آن را نخواهد داد.
+
+  * از کاربرد کلاس‌های Abstract می‌توان به قرار دادن شرط الزام به پیاده‌سازی یک سری متد مشخص اشاره کرد. به این صورت که برنامه‌نویس با تعریف یک کلاس Abstract، می‌گوید که اشیا مورد نیاز می‌بایست چه کاری انجام بدهند ولی نمی‌گوید چگونه، چرا که هر شی می‌تواند نسبت به نوع یا کلاس خود، یک پیاده‌سازی متفاوت از انجام یک کار مشترک را داشته باشد. از طرفی تنها این مهم است که تمامی اشیای دریافتی، یک سری متد مورد نیاز را حتما پیاده‌سازی کرده باشند. اکنون برنامه‌نویس می‌تواند با بررسی نوع شی، تنها به اشیایی که نوع آن کلاس Abstract را به ارث برده‌اند (مثلا با استفاده از تابع ``isinstance``)، اجازه پذیرش برای کار مورد نظر خود را بدهد و از بروز خطا در برنامه جلوگیری کند. در این صورت می‌توان مطمئن بود که اشیا از هر کلاسی که ایجاد شده باشند، حتما متدهای مورد نظر ما را پیاده‌سازی کرده‌اند.
+  
+
+نمونه کد زیر را در نظر بگیرید:
+
+در برنامه، قرار است کلاس مربوط به دو گونه آبزیان (Aquatics) و پستانداران (Mammals) از حیوانات ایجاد گردد. حیوانات برخی رفتارهای مشترک دارند و برخی رفتارهایی که خاص گونه خودشان می‌باشد. حتی ممکن است پیاده‌سازی برخی رفتارها در هر نوع حیوان متناسب با خودش متفاوت باشد. بنابراین ما دو سطح از سلسله مراتب وراثت ایجاد کرده‌ایم و به منظور مرتبط بودن مثال با مبحث جاری، تنها از کلاس‌های Abstract برای پیاده‌سازی supperclassهای مرتبط بهره گرفتیم و پیاده‌سازی هر رفتار را به خود موجودیت نهایی واگذار کردیم تا کاملا شخصی و نسبت به مورد پیاده‌سازی گردند. در این مثال تعریف کلاس دو حیوان نهنگ قاتل (Killer Whale) که یک پستاندار دریایی است و خصوصیاتی مشترک از هر دو گروه آبزی و پستاندار را دارد (وراثت چندگانه) و شیر (Lion) که تنها جزو گروه پستانداران می‌باشد آورده شده است.
+
+.. code-block:: python
+    :linenos: 
+    
+    from abc import ABCMeta, abstractmethod
+
+    class Animal(metaclass=ABCMeta):
+    
+        @abstractmethod
+        def breathing(self):
+            '''Implement breathing skills''' 
+        
+        
+    class Aquatic(Animal):
+    
+        @abstractmethod
+        def swimming(self):
+            '''Implement swimming skills''' 
+        
+       
+    class Mammal(Animal):
+    
+        @abstractmethod
+        def breastfeeding(self):
+            '''Implement breastfeeding skills'''     
+
+
+
+    class KillerWhale(Aquatic, Mammal):
+    
+        def breathing(self):
+            print(f'{self.__class__.__name__}: breathing...')
+
+        def swimming(self):
+            print(f'{self.__class__.__name__}: swimming...')
+        
+        def breastfeeding(self):
+            print(f'{self.__class__.__name__}: breastfeeding...')
+
+
+    class Lion(Mammal):
+    
+        def breathing(self):
+            print(f'{self.__class__.__name__}: breathing...')
+        
+        def breastfeeding(self):
+            print(f'{self.__class__.__name__}: breastfeeding...')
+        
+
+    killer_whale = KillerWhale()
+    killer_whale.breathing()
+    killer_whale.swimming()
+    killer_whale.breastfeeding()
+
+    print('-' * 30)
+
+    lion = Lion()
+    lion.breathing()
+    lion.breastfeeding()
+  
+::
+
+    KillerWhale: breathing...
+    KillerWhale: swimming...
+    KillerWhale: breastfeeding...
+    ------------------------------
+    Lion: breathing...
+    Lion: breastfeeding...
+
+
+
+
+
+
+|
+
+----
+
+:emoji-size:`😊` امیدوارم مفید بوده باشه
+
+
+
diff --git a/source/lessons/l20-encapsulation-polymorphism-in-python.rst b/source/lessons/l20-encapsulation-polymorphism-in-python.rst
index a196d08..5c59850 100644
--- a/source/lessons/l20-encapsulation-polymorphism-in-python.rst
+++ b/source/lessons/l20-encapsulation-polymorphism-in-python.rst
@@ -1,350 +1,350 @@
-.. role:: emoji-size
-
-.. meta::
-   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس بیستم: شی گرایی (OOP) در پایتون: Encapsulation و چندریختی (Polymorphism) (OOP)
-
-
-.. _lesson-20:
-
-درس ۲۰: شی گرایی (OOP) در پایتون: Encapsulation و چندریختی (Polymorphism)
-===================================================================================================
-
-.. figure:: /_static/pages/20-python-object-oriented-programming-polymorphism-encapsulation.jpg
-    :align: center
-    :alt: شی گرایی (OOP) در پایتون: Encapsulation و چندریختی (Polymorphism)
-    :class: page-image
-
-    Photo by `sanjiv nayak <https://unsplash.com/photos/yTR70oYHEQw>`__
-
-این درس در ادامه دروس گذشته مرتبط با آموزش شی گرایی در زبان برنامه‌نویسی پایتون می‌باشد. تاکنون با دو تا از چهار مفهوم مهم در شی‌گرایی آشنا شده‌ایم: **وراثت (Inheritance)** - درس هجدهم و **انتزاع (Abstraction)** - درس نوزدهم. این درس به بررسی دو مورد باقی‌مانده، یعنی **کپسوله‌سازی (Encapsulation)** و **چندریختی (Polymorphism)** در زبان برنامه‌نویسی پایتون می‌پردازد.
-
-
-:emoji-size:`✔` سطح: متوسط
-
-----
-
-
-.. contents:: سرفصل‌ها
-    :depth: 2
-
-----
-
-
-
-کپسوله‌سازی (Encapsulation)
----------------------------------------------------------------
-
-در مبحث شی گرایی به پنهان‌سازی اطلاعات درونی یک شی و محدود کردن دسترسی به آن‌ها از بیرون، **کپسوله‌سازی (Encapsulation)** گفته می‌شود - در واقع Encapsulation برابر است با **Information hiding**.
-
-پیش از هر چیزی لازم است بدانیم که زبان برنامه‌نویسی پایتون از فلسفه‌ای پیروی می‌کند که در جمله «اینجا همه بزرگسال هستیم» "we are all consenting adults here" خلاصه می‌شود! بنابراین این زبان برخلاف زبان‌هایی مانند Java و ++C یک Encapsulation قوی (strong) در اختیار برنامه‌نویس قرار نمی‌دهد. پایتون به برنامه‌نویس اعتماد دارد و می‌گوید «اگر دوست داری در مکان‌های تاریک پرسه بزنی، من مطمئنم که دلیل خوبی داری و هیچ مشکلی ایجاد نمی‌کنی!»
-
-
-.. tip:: 
-  به صورت پیش‌فرض تمام اجزای داخلی یک کلاس، **public** هستند و از هر جایی خارج از کلاس مرتبط خود، قابل دستیابی می‌باشند.
-
-.. tip:: 
-  بر اساس یک قرارداد مابین برنامه‌نویسان پایتون،‌ چنانچه ابتدای نام Attributeها و Methodها با **یک کاراکتر خط زیرین** (``_``) آغاز شود، این مفهوم را با خود می‌رساند که «دست نزنید مگر داخل همان کلاس یا subclassهای آن». رعایت این قرارداد معادل سطح دسترسی **protected** در Java و ++C می‌باشد.
-
-.. tip:: 
-  
-  زبان برنامه‌نویسی پایتون از تکنیک «دستکاری نام» یا **name mangling** [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Name_mangling>`__] پشتیبانی می‌کند. به کمک این تکنیک و با قراردادن **دو کاراکتر خط زیرین** (``__``) در ابتدای نام هر یک از اجزای داخلی یک کلاس (Attributeها و Methodها)، می‌توان معادل سطح دسترسی **private** در Java و ++C را پیاده‌سازی کرد [`اسناد پایتون <https://docs.python.org/3/tutorial/classes.html#private-variables>`__].
-
-به نمونه کد زیر توجه نمایید:
-
-.. code-block:: python
-    :linenos:
-
-    class Student:
-
-        def __init__(self, name, score=0):
-            self.name = name
-            self.__score = score
- 
-        def display(self):
-            print('name:', self.name)
-            print('score:', self.__score)
-
-
-    student = Student('Saeid', 70)
-
-    #accessing using method
-    student.display()
-
-    #accessing directly from outside
-    print('-' * 10, 'Accessing directly from outside')
-    print('name:', student.name)
-    print('score:', student.__score)
-
-
-::
-
-    name: Saeid
-    score: 70
-    ---------- Accessing directly from outside
-    name: Saeid
-    Traceback (most recent call last):
-      File "sample.py", line 20, in <module>
-        print('score:', student.__score)
-    AttributeError: 'Student' object has no attribute '__score'
-
-داده‌های private را در خارج از کلاس نمی‌توان مستقیم مورد دستیابی قرار داد و همانطور که از نمونه کد بالا مشاهده می‌شود دستیابی چنین عناصری در پایتون باعث بروز AttributeError می‌شود. اما گفته شد که پایتون Encapsulation قوی ندارد، چه اتفاقی افتاد؟
-
-مفسر پایتون بر اساس تکنیک **name mangling**، نام تمام عناصری (Attributeها و Methodها) که تنها با **دو کاراکتر خط زیرین** شروع شده باشند (مانند ``spam__``) را به صورت زیر با افزودن نام کلاس به ابتدای آن تغییر می‌دهد::
-
-    _classname__spam
-
-بنابراین اگر برنامه‌نویسی به دنبال دستیابی نام موجود (``spam__``) در کلاس باشد، چیزی پیدا نخواهد کرد. با این کار پایتون به صورت نسبی امکان دور نگه‌داشتن عناصر را از حالت عمومی فراهم آورده است. برای مثال پیش داریم::
-
-    >>> dir(student)
-    ['_Student__score', '__class__', '__delattr__', '__dict__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__gt__', '__hash__', '__init__', '__init_subclass__', '__le__', '__lt__', '__module__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__setattr__', '__sizeof__', '__str__', '__subclasshook__', '__weakref__', 'display', 'name']
-
-
-متدهای Setter و Getter
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
- 
-در برنامه‌نویسی شی گرا چنانچه بخواهیم دسترسی به داده‌ای را به شدت محدود کنیم، به آن داده سطح دسترسی private را اعمال می‌کنیم. اما گاهی می‌خواهیم تنها روند دستیابی و تغییر برخی از داده‌ها را کنترل کنیم - دسترسی مجاز است ولی چگونگی آن مهم است - در این صورت علاوه بر تنظیم سطح دسترسی private به آن عناصر متدهایی را برای تغییر (به عنوان Setter) و دستیابی (به عنوان Getter) آن‌ها نیز می‌بایست ایجاد کنیم:
-
-.. code-block:: python
-    :linenos:
-
-    class Student:
-
-        def __init__(self, name, score=0):
-            self.name = name
-            self.__score = score
-
-        def set_score(self, score):
-            if isinstance(score, int) and  0 <= score <= 100:
-                self.__score = score
-
-        def get_score(self):
-            return self.__score
-
-
-    student = Student('Saeid', 70)
-    student.set_score(99)
-    student.set_score('100')
-    student.set_score(-10)
-    print(f'{student.name}, score:', student.get_score())
-
-
-::
-
-    Saeid, score: 99
-
-
-
-
-چندریختی (Polymorphism)
----------------------------------------------------------------
-
-چندریختی از کلمات یونانی Poly (زیاد) و Morphism (ریخت) گرفته شده است و در برنامه‌نویسی شی گرا به این معنی است که از یک نام یکسان متد برای انواع مختلف می‌توان استفاده کرد.
-
-در مبحث برنامه‌نویسی شی گرا به شیوه‌های زیر می‌توان چندریختی (Polymorphism) را پیاده‌سازی کرد:
-
-* Method Overriding
-* Method Overloading
-* Operator Overloading
-
-در ادامه به بررسی و پیاده‌سازی هر مورد در زبان برنامه‌نویسی پایتون خواهیم پرداخت.
-
-
-Method Overriding
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-این نوع از چندریختی در هنگام پیاده‌سازی وراثت (Inheritance - درس هجدهم) قابل استفاده است و تا کنون نیز بارها از آن بهره گرفتیم!.
-
-در واقع به پیاده‌سازی دوباره یک متد از کلاس **superclass** در کلاس **subclass** را **Method Overriding** می‌گویند. در این مواقع متد superclass در زیر سایه متد هم نام در subclass قرار می‌گیرد و هنگام فراخوانی متد توسط اشیای کلاس subclass، این متد subclass است که فراخوانی می‌گردد:
-
-.. code-block:: python
-    :linenos:
-
-    class Animal:
-
-        def breathe(self):
-          print('Animal, breathing...')
-
-        def walk(self):
-          print('Animal, walking...')
-    
-    
-    class Dog(Animal):
-
-        def walk(self):
-          print('Dog, walking...')
-
-
-    dog = Dog()
-    dog.breathe()
-    dog.walk()
-
-
-::
-
-    Animal, breathing...
-    Dog, walking...
-
-در این نمونه کد، کلاس Dog از کلاس Animal ارث‌بری دارد و متد ``walk`` از کلاس Animal را Override کرده است. همانطور که از خروجی مشاهده می‌شود، برخلاف متد ``breathe``، هنگام فراخوانی متد ``walk`` توسط شی Dog، متد باز‌پیاده‌سازی شده موجود در این کلاس فراخوانی می‌شود.
-
-.. tip:: 
-
-  همان‌طور که پیش‌تر نیز انجام می‌دادیم، چنانچه تمایل به فراخوانی متد متناظر در superclass را داشته باشیم، می‌توانیم از تابع ``super`` استفاده کنیم.
-
-.. tip:: 
-
-  اتفاقی که در بحث انتزاع (Abstraction) و ارث‌بری از کلاس‌های Abstract شاهد بودیم نیز در واقع پیروی از همین مبحث بوده و با این تفاوت که Method Overriding اجباری می‌بود.
-
-.. tip:: 
-
-  در زبان برنامه‌نویسی پایتون تنها این نام متدهاست که در Method Overriding نقش دارد و تعداد پارامترهای تعریف شده در هر متد مهم نمی‌باشد. بنابراین متد همنام موجود در subclass می‌تواند پارامترهای متفاوتی نسبت superclass داشته باشد. البته تغییر در پارامترهای متد باز‌پیاده‌سازی شده چیزی نیست که بخواهیم آن را پیشنهاد بدهیم (به خصوص در بحث پیاده‌سازی متدهای Abstract) چرا که یکی از پیامدهای آن شکسته شدن اصل Liskov Substitution Principle [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Liskov_substitution_principle>`__] می‌شود.
-
-
-
-Method Overloading
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-این نوع از چندریختی به امکان کنارهم قرار گرفتن چندین متد همنام ولی با پارامترهای متفاوت (از نظر تعداد یا نوع) در کنار هم می‌باشد. یک شی می‌تواند با ارسال آرگومان‌های متفاوت و فراخوانی یک نام یکسان از متد، کارهای متفاوتی را به انجام برساند.
-
-همانطور که در قسمت پیش نیز اشاره شد، در زبان برنامه‌نویسی پایتون تعداد و نوع پارامترهای تعریف شده برای یک تابع یا متد، هیچ ارتباطی با هویت آن متد ندارد و یک متد تنها با نام آن شناسایی می‌شود. **بنابراین Method Overloading در پایتون پشتیبانی نمی‌شود** و چنانچه چندین متد یا تابع همنام با پارامترهای متفاوت در یک کلاس یا ماژول در کنار هم باشند، خطایی رخ نمی‌دهد ولی باید توجه داشته باشید که متد یا تابع آخر، تمام موارد پیش از خود را در زیر سایه خواهد گرفت:
-
-.. code-block:: python
-    :linenos:
-
-    class Animal:
-
-        def breathe(self):
-            print('breathing...')
-
-        def walk(self):
-            print('walking...')
-
-        def walk(self, time=30):
-            print(f'{time} minutes, walking...')
-
-        def walk(self, minutes=30, seconds=59):
-            print(f'{minutes} minutes and {seconds} seconds, walking...')
-
-
-    animal = Animal()
-    animal.walk()
-
-
-::
-
-    30 minutes and 59 seconds, walking...
-
-
-همان‌طور که از خروجی نمونه کد بالا مشاهده می‌شود، با فراخوانی متد ``walk`` توسط شی Animal، از میان سه متد تعریف شده، این آخرین متد است که اجرا می‌گردد.
-
-
-Operator Overloading
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-گونه‌ای از مفهوم چندریختی که در زبان برنامه‌نویسی پایتون پشتیبانی می‌شود، Operator Overloading می‌باشد که به انجام عملیات متفاوت با استفاده یک عملگر (Operator - درس ششم) یکسان اشاره دارد. برای مثال عملگر ``+`` هنگامی که به همراه دو شی ``int`` قرار بگیرد عمل جمع ریاضی (arithmetic addition) را بین آن دو به انجام می‌رساند ولی زمانی که با دو شی ``str`` قرار بگیرد، مقدار آن دو شی رشته را به یکدیگر پیوند می‌دهد (concatenate)::
-
-    >>> a = 3
-    >>> b = 'string'
-
-    >>> a + a
-    6
-    >>> b + b
-    'stringstring'
-
-
-زیان برنامه‌نویسی پایتون این قابلیت را در اختیار برنامه‌نویس قرار می‌دهد که بتواند عملیات مورد نظر خود را برای اشیای خود در هنگام مواجه با عملگرها فراهم آورد. این کار با استفاده از پیاده‌سازی برخی متدهای خاص ممکن می‌شود و در ادامه به معرفی متدهای معادل چند عملگر پایتون می‌پردازیم. توجه داشته باشید که تعداد این متدهای بسیار بیشتر از این‌ها بوده و در ازای تمام عملگرهای ممکن، یک متد نظیر قابل پیاده‌سازی می‌باشد، برای مطالعه بیشتر می‌توانید به مستندات پایتون مراجعه نمایید:
-
-.. container:: table-ltr
-
-	===================  ===================================================================
-	Binary Operators     Magic Metods
-	===================  ===================================================================
-	``+``                ``__add__(self, other)`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__add__>`__]
-	``-``                ``__sub__(self, other)`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__sub__>`__]
-	``*``                ``__mul__(self, other)`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__mul__>`__]
-	``/``                ``__truediv__(self, other)`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__truediv__>`__]
-	``//``               ``__floordiv__(self, other)`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__floordiv__>`__]
-	``٪``                ``__mod__(self, other)`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__mod__>`__]
-	``**``               ``__pow__(self, other)`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__pow__>`__]
-	===================  ===================================================================
-
-|
-
-.. container:: table-ltr
-
-	======================  ===================================================================
-	Comparison Operators    Magic Metods
-	======================  ===================================================================
-	``<``                   ``__lt__(self, other)`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__lt__>`__]
-	``>``                   ``__gt__(self, other)`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__gt__>`__]
-	``<=``                  ``__le__(self, other)`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__le__>`__]
-	``>=``                  ``__ge__(self, other)`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__ge__>`__]
-	``==``                  ``__eq__(self, other)`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__eq__>`__]
-	``!=``                  ``__ne__(self, other)`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__ne__>`__]
-	======================  ===================================================================
-
-|
-
-|
-
-به عنوان نمونه یک کلاس Number جدید می‌سازیم و عملگر ``+`` در آن پیاده‌سازی می‌کنیم:
-
-
-.. code-block:: python
-    :linenos:
-
-    class Number:
-
-        def __init__(self, number): 
-            self.number = number 
-   
-        # adding two objects  
-        def __add__(self, other_number): 
-            return self.number + other_number.number 
-
-
-    a = Number(5)
-    b = Number(7)
-
-    result = a + b
-
-    print(f'{a.number } + {b.number } =', result)
-
-
-::
-
-    5 + 7 = 12
-
-
-به عنوان مثالی دیگر، شخصی‌سازی سنجش برابر بودن دو شی:
-
-
-.. code-block:: python
-    :linenos:
-
-    class Student:
-
-        def __init__(self, name, score=0):
-            self.name = name
-            self.score = score
-
-        def __eq__(self, other_student):
-           return self.score == other_student.score
-
-
-    a = Student('Saeid', 75)
-    b = Student('Babak', 75)
-
-    print(a == b)
-
-::
-
-    True
-
-|
-
-----
-
-:emoji-size:`😊` امیدوارم مفید بوده باشه
-
-
-
+.. role:: emoji-size
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس بیستم: شی گرایی (OOP) در پایتون: Encapsulation و چندریختی (Polymorphism) (OOP)
+
+
+.. _lesson-20:
+
+درس ۲۰: شی گرایی (OOP) در پایتون: Encapsulation و چندریختی (Polymorphism)
+===================================================================================================
+
+.. figure:: /_static/pages/20-python-object-oriented-programming-polymorphism-encapsulation.jpg
+    :align: center
+    :alt: شی گرایی (OOP) در پایتون: Encapsulation و چندریختی (Polymorphism)
+    :class: page-image
+
+    Photo by `sanjiv nayak <https://unsplash.com/photos/yTR70oYHEQw>`__
+
+این درس در ادامه دروس گذشته مرتبط با آموزش شی گرایی در زبان برنامه‌نویسی پایتون می‌باشد. تاکنون با دو تا از چهار مفهوم مهم در شی‌گرایی آشنا شده‌ایم: **وراثت (Inheritance)** - درس هجدهم و **انتزاع (Abstraction)** - درس نوزدهم. این درس به بررسی دو مورد باقی‌مانده، یعنی **کپسوله‌سازی (Encapsulation)** و **چندریختی (Polymorphism)** در زبان برنامه‌نویسی پایتون می‌پردازد.
+
+
+:emoji-size:`✔` سطح: متوسط
+
+----
+
+
+.. contents:: سرفصل‌ها
+    :depth: 2
+
+----
+
+
+
+کپسوله‌سازی (Encapsulation)
+---------------------------------------------------------------
+
+در مبحث شی گرایی به پنهان‌سازی اطلاعات درونی یک شی و محدود کردن دسترسی به آن‌ها از بیرون، **کپسوله‌سازی (Encapsulation)** گفته می‌شود - در واقع Encapsulation برابر است با **Information hiding**.
+
+پیش از هر چیزی لازم است بدانیم که زبان برنامه‌نویسی پایتون از فلسفه‌ای پیروی می‌کند که در جمله «اینجا همه بزرگسال هستیم» "we are all consenting adults here" خلاصه می‌شود! بنابراین این زبان برخلاف زبان‌هایی مانند Java و ++C یک Encapsulation قوی (strong) در اختیار برنامه‌نویس قرار نمی‌دهد. پایتون به برنامه‌نویس اعتماد دارد و می‌گوید «اگر دوست داری در مکان‌های تاریک پرسه بزنی، من مطمئنم که دلیل خوبی داری و هیچ مشکلی ایجاد نمی‌کنی!»
+
+
+.. tip:: 
+  به صورت پیش‌فرض تمام اجزای داخلی یک کلاس، **public** هستند و از هر جایی خارج از کلاس مرتبط خود، قابل دستیابی می‌باشند.
+
+.. tip:: 
+  بر اساس یک قرارداد مابین برنامه‌نویسان پایتون،‌ چنانچه ابتدای نام Attributeها و Methodها با **یک کاراکتر خط زیرین** (``_``) آغاز شود، این مفهوم را با خود می‌رساند که «دست نزنید مگر داخل همان کلاس یا subclassهای آن». رعایت این قرارداد معادل سطح دسترسی **protected** در Java و ++C می‌باشد.
+
+.. tip:: 
+  
+  زبان برنامه‌نویسی پایتون از تکنیک «دستکاری نام» یا **name mangling** [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Name_mangling>`__] پشتیبانی می‌کند. به کمک این تکنیک و با قراردادن **دو کاراکتر خط زیرین** (``__``) در ابتدای نام هر یک از اجزای داخلی یک کلاس (Attributeها و Methodها)، می‌توان معادل سطح دسترسی **private** در Java و ++C را پیاده‌سازی کرد [`اسناد پایتون <https://docs.python.org/3/tutorial/classes.html#private-variables>`__].
+
+به نمونه کد زیر توجه نمایید:
+
+.. code-block:: python
+    :linenos:
+
+    class Student:
+
+        def __init__(self, name, score=0):
+            self.name = name
+            self.__score = score
+ 
+        def display(self):
+            print('name:', self.name)
+            print('score:', self.__score)
+
+
+    student = Student('Saeid', 70)
+
+    #accessing using method
+    student.display()
+
+    #accessing directly from outside
+    print('-' * 10, 'Accessing directly from outside')
+    print('name:', student.name)
+    print('score:', student.__score)
+
+
+::
+
+    name: Saeid
+    score: 70
+    ---------- Accessing directly from outside
+    name: Saeid
+    Traceback (most recent call last):
+      File "sample.py", line 20, in <module>
+        print('score:', student.__score)
+    AttributeError: 'Student' object has no attribute '__score'
+
+داده‌های private را در خارج از کلاس نمی‌توان مستقیم مورد دستیابی قرار داد و همانطور که از نمونه کد بالا مشاهده می‌شود دستیابی چنین عناصری در پایتون باعث بروز AttributeError می‌شود. اما گفته شد که پایتون Encapsulation قوی ندارد، چه اتفاقی افتاد؟
+
+مفسر پایتون بر اساس تکنیک **name mangling**، نام تمام عناصری (Attributeها و Methodها) که تنها با **دو کاراکتر خط زیرین** شروع شده باشند (مانند ``spam__``) را به صورت زیر با افزودن نام کلاس به ابتدای آن تغییر می‌دهد::
+
+    _classname__spam
+
+بنابراین اگر برنامه‌نویسی به دنبال دستیابی نام موجود (``spam__``) در کلاس باشد، چیزی پیدا نخواهد کرد. با این کار پایتون به صورت نسبی امکان دور نگه‌داشتن عناصر را از حالت عمومی فراهم آورده است. برای مثال پیش داریم::
+
+    >>> dir(student)
+    ['_Student__score', '__class__', '__delattr__', '__dict__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__gt__', '__hash__', '__init__', '__init_subclass__', '__le__', '__lt__', '__module__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__setattr__', '__sizeof__', '__str__', '__subclasshook__', '__weakref__', 'display', 'name']
+
+
+متدهای Setter و Getter
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+ 
+در برنامه‌نویسی شی گرا چنانچه بخواهیم دسترسی به داده‌ای را به شدت محدود کنیم، به آن داده سطح دسترسی private را اعمال می‌کنیم. اما گاهی می‌خواهیم تنها روند دستیابی و تغییر برخی از داده‌ها را کنترل کنیم - دسترسی مجاز است ولی چگونگی آن مهم است - در این صورت علاوه بر تنظیم سطح دسترسی private به آن عناصر متدهایی را برای تغییر (به عنوان Setter) و دستیابی (به عنوان Getter) آن‌ها نیز می‌بایست ایجاد کنیم:
+
+.. code-block:: python
+    :linenos:
+
+    class Student:
+
+        def __init__(self, name, score=0):
+            self.name = name
+            self.__score = score
+
+        def set_score(self, score):
+            if isinstance(score, int) and  0 <= score <= 100:
+                self.__score = score
+
+        def get_score(self):
+            return self.__score
+
+
+    student = Student('Saeid', 70)
+    student.set_score(99)
+    student.set_score('100')
+    student.set_score(-10)
+    print(f'{student.name}, score:', student.get_score())
+
+
+::
+
+    Saeid, score: 99
+
+
+
+
+چندریختی (Polymorphism)
+---------------------------------------------------------------
+
+چندریختی از کلمات یونانی Poly (زیاد) و Morphism (ریخت) گرفته شده است و در برنامه‌نویسی شی گرا به این معنی است که از یک نام یکسان متد برای انواع مختلف می‌توان استفاده کرد.
+
+در مبحث برنامه‌نویسی شی گرا به شیوه‌های زیر می‌توان چندریختی (Polymorphism) را پیاده‌سازی کرد:
+
+* Method Overriding
+* Method Overloading
+* Operator Overloading
+
+در ادامه به بررسی و پیاده‌سازی هر مورد در زبان برنامه‌نویسی پایتون خواهیم پرداخت.
+
+
+Method Overriding
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+این نوع از چندریختی در هنگام پیاده‌سازی وراثت (Inheritance - درس هجدهم) قابل استفاده است و تا کنون نیز بارها از آن بهره گرفتیم!.
+
+در واقع به پیاده‌سازی دوباره یک متد از کلاس **superclass** در کلاس **subclass** را **Method Overriding** می‌گویند. در این مواقع متد superclass در زیر سایه متد هم نام در subclass قرار می‌گیرد و هنگام فراخوانی متد توسط اشیای کلاس subclass، این متد subclass است که فراخوانی می‌گردد:
+
+.. code-block:: python
+    :linenos:
+
+    class Animal:
+
+        def breathe(self):
+          print('Animal, breathing...')
+
+        def walk(self):
+          print('Animal, walking...')
+    
+    
+    class Dog(Animal):
+
+        def walk(self):
+          print('Dog, walking...')
+
+
+    dog = Dog()
+    dog.breathe()
+    dog.walk()
+
+
+::
+
+    Animal, breathing...
+    Dog, walking...
+
+در این نمونه کد، کلاس Dog از کلاس Animal ارث‌بری دارد و متد ``walk`` از کلاس Animal را Override کرده است. همانطور که از خروجی مشاهده می‌شود، برخلاف متد ``breathe``، هنگام فراخوانی متد ``walk`` توسط شی Dog، متد باز‌پیاده‌سازی شده موجود در این کلاس فراخوانی می‌شود.
+
+.. tip:: 
+
+  همان‌طور که پیش‌تر نیز انجام می‌دادیم، چنانچه تمایل به فراخوانی متد متناظر در superclass را داشته باشیم، می‌توانیم از تابع ``super`` استفاده کنیم.
+
+.. tip:: 
+
+  اتفاقی که در بحث انتزاع (Abstraction) و ارث‌بری از کلاس‌های Abstract شاهد بودیم نیز در واقع پیروی از همین مبحث بوده و با این تفاوت که Method Overriding اجباری می‌بود.
+
+.. tip:: 
+
+  در زبان برنامه‌نویسی پایتون تنها این نام متدهاست که در Method Overriding نقش دارد و تعداد پارامترهای تعریف شده در هر متد مهم نمی‌باشد. بنابراین متد همنام موجود در subclass می‌تواند پارامترهای متفاوتی نسبت superclass داشته باشد. البته تغییر در پارامترهای متد باز‌پیاده‌سازی شده چیزی نیست که بخواهیم آن را پیشنهاد بدهیم (به خصوص در بحث پیاده‌سازی متدهای Abstract) چرا که یکی از پیامدهای آن شکسته شدن اصل Liskov Substitution Principle [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Liskov_substitution_principle>`__] می‌شود.
+
+
+
+Method Overloading
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+این نوع از چندریختی به امکان کنارهم قرار گرفتن چندین متد همنام ولی با پارامترهای متفاوت (از نظر تعداد یا نوع) در کنار هم می‌باشد. یک شی می‌تواند با ارسال آرگومان‌های متفاوت و فراخوانی یک نام یکسان از متد، کارهای متفاوتی را به انجام برساند.
+
+همانطور که در قسمت پیش نیز اشاره شد، در زبان برنامه‌نویسی پایتون تعداد و نوع پارامترهای تعریف شده برای یک تابع یا متد، هیچ ارتباطی با هویت آن متد ندارد و یک متد تنها با نام آن شناسایی می‌شود. **بنابراین Method Overloading در پایتون پشتیبانی نمی‌شود** و چنانچه چندین متد یا تابع همنام با پارامترهای متفاوت در یک کلاس یا ماژول در کنار هم باشند، خطایی رخ نمی‌دهد ولی باید توجه داشته باشید که متد یا تابع آخر، تمام موارد پیش از خود را در زیر سایه خواهد گرفت:
+
+.. code-block:: python
+    :linenos:
+
+    class Animal:
+
+        def breathe(self):
+            print('breathing...')
+
+        def walk(self):
+            print('walking...')
+
+        def walk(self, time=30):
+            print(f'{time} minutes, walking...')
+
+        def walk(self, minutes=30, seconds=59):
+            print(f'{minutes} minutes and {seconds} seconds, walking...')
+
+
+    animal = Animal()
+    animal.walk()
+
+
+::
+
+    30 minutes and 59 seconds, walking...
+
+
+همان‌طور که از خروجی نمونه کد بالا مشاهده می‌شود، با فراخوانی متد ``walk`` توسط شی Animal، از میان سه متد تعریف شده، این آخرین متد است که اجرا می‌گردد.
+
+
+Operator Overloading
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+گونه‌ای از مفهوم چندریختی که در زبان برنامه‌نویسی پایتون پشتیبانی می‌شود، Operator Overloading می‌باشد که به انجام عملیات متفاوت با استفاده یک عملگر (Operator - درس ششم) یکسان اشاره دارد. برای مثال عملگر ``+`` هنگامی که به همراه دو شی ``int`` قرار بگیرد عمل جمع ریاضی (arithmetic addition) را بین آن دو به انجام می‌رساند ولی زمانی که با دو شی ``str`` قرار بگیرد، مقدار آن دو شی رشته را به یکدیگر پیوند می‌دهد (concatenate)::
+
+    >>> a = 3
+    >>> b = 'string'
+
+    >>> a + a
+    6
+    >>> b + b
+    'stringstring'
+
+
+زیان برنامه‌نویسی پایتون این قابلیت را در اختیار برنامه‌نویس قرار می‌دهد که بتواند عملیات مورد نظر خود را برای اشیای خود در هنگام مواجه با عملگرها فراهم آورد. این کار با استفاده از پیاده‌سازی برخی متدهای خاص ممکن می‌شود و در ادامه به معرفی متدهای معادل چند عملگر پایتون می‌پردازیم. توجه داشته باشید که تعداد این متدهای بسیار بیشتر از این‌ها بوده و در ازای تمام عملگرهای ممکن، یک متد نظیر قابل پیاده‌سازی می‌باشد، برای مطالعه بیشتر می‌توانید به مستندات پایتون مراجعه نمایید:
+
+.. container:: table-ltr
+
+	===================  ===================================================================
+	Binary Operators     Magic Metods
+	===================  ===================================================================
+	``+``                ``__add__(self, other)`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__add__>`__]
+	``-``                ``__sub__(self, other)`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__sub__>`__]
+	``*``                ``__mul__(self, other)`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__mul__>`__]
+	``/``                ``__truediv__(self, other)`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__truediv__>`__]
+	``//``               ``__floordiv__(self, other)`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__floordiv__>`__]
+	``٪``                ``__mod__(self, other)`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__mod__>`__]
+	``**``               ``__pow__(self, other)`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__pow__>`__]
+	===================  ===================================================================
+
+|
+
+.. container:: table-ltr
+
+	======================  ===================================================================
+	Comparison Operators    Magic Metods
+	======================  ===================================================================
+	``<``                   ``__lt__(self, other)`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__lt__>`__]
+	``>``                   ``__gt__(self, other)`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__gt__>`__]
+	``<=``                  ``__le__(self, other)`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__le__>`__]
+	``>=``                  ``__ge__(self, other)`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__ge__>`__]
+	``==``                  ``__eq__(self, other)`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__eq__>`__]
+	``!=``                  ``__ne__(self, other)`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__ne__>`__]
+	======================  ===================================================================
+
+|
+
+|
+
+به عنوان نمونه یک کلاس Number جدید می‌سازیم و عملگر ``+`` در آن پیاده‌سازی می‌کنیم:
+
+
+.. code-block:: python
+    :linenos:
+
+    class Number:
+
+        def __init__(self, number): 
+            self.number = number 
+   
+        # adding two objects  
+        def __add__(self, other_number): 
+            return self.number + other_number.number 
+
+
+    a = Number(5)
+    b = Number(7)
+
+    result = a + b
+
+    print(f'{a.number } + {b.number } =', result)
+
+
+::
+
+    5 + 7 = 12
+
+
+به عنوان مثالی دیگر، شخصی‌سازی سنجش برابر بودن دو شی:
+
+
+.. code-block:: python
+    :linenos:
+
+    class Student:
+
+        def __init__(self, name, score=0):
+            self.name = name
+            self.score = score
+
+        def __eq__(self, other_student):
+           return self.score == other_student.score
+
+
+    a = Student('Saeid', 75)
+    b = Student('Babak', 75)
+
+    print(a == b)
+
+::
+
+    True
+
+|
+
+----
+
+:emoji-size:`😊` امیدوارم مفید بوده باشه
+
+
+
diff --git a/source/lessons/l21-descriptors-and-context-manager-in-python.rst b/source/lessons/l21-descriptors-and-context-manager-in-python.rst
index 79c99cd..92c2c29 100644
--- a/source/lessons/l21-descriptors-and-context-manager-in-python.rst
+++ b/source/lessons/l21-descriptors-and-context-manager-in-python.rst
@@ -1,955 +1,955 @@
-.. role:: emoji-size
-
-.. meta::
-   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس بیست و یکم: شی گرایی (OOP) در پایتون: Context Manager ،Descriptors ،Decorator
-
-
-.. _lesson-21:
-
-درس ۲۱: شی گرایی (OOP) در پایتون: Context Manager ،Descriptors ،Decorator
-===================================================================================================
-
-.. figure:: /_static/pages/21-python-object-oriented-programming-property-descriptors.jpg
-    :align: center
-    :alt: شی گرایی (OOP) در پایتون: __Descriptors ، Context Manager ،Decorator ،__slots و property@
-    :class: page-image
-
-    Photo by `Mathyas Kurmann <https://unsplash.com/photos/fb7yNPbT0l8>`__
-  
-این درس نیز در ادامه مجموعه دروس آموزش شی گرایی در زبان برنامه‌نویسی پایتون می‌باشد که به شرح و جمع‌بندی برخی موارد مرتبط با مفاهیم کلاس و شی موجود در پایتون می‌پردازد. مواردی که ممکن است قابل گذر باشند ولی هریک نکاتی دارند که در توسعه برنامه شی گرای پایتونی به شما کمک خواهند کرد. مواردی همچون صفت ویژه __slots__ در کلاس‌ها، ایجاد Decorator با استفاده از کلاس در پایتون و همچنین ایجاد قابلیت getter و setter در پایتون با استفاده از مفاهیم Descriptors و دکوراتور property که در ادامه تا حد کافی شرح داده خواهند شد.
-
-
-:emoji-size:`✔` سطح: متوسط
-
-----
-
-
-.. contents:: سرفصل‌ها
-    :depth: 2
-
-----
-
-
-__slots__
-----------------------------
-
-پیش از هر توضیحی به نمونه کد زیر توجه نمایید:
-
-
-.. code-block:: python
-    :linenos: 
-
-    class Sample:
-        def __init__(self, a, b):
-            self.a = a
-            self.b = b
-
-
-    objet = Sample(1, 2)
-    print(objet.__dict__)
-
-    print('-' * 30)
-
-    objet.c = 3
-    print(objet.__dict__)
-
-    print('-' * 30)
-
-    objet.__dict__['d'] = 4
-    print(objet.__dict__)
-    print(objet.d)
-
-::
-
-    {'a': 1, 'b': 2}
-    ------------------------------
-    {'a': 1, 'b': 2, 'c': 3}
-    ------------------------------
-    {'a': 1, 'b': 2, 'c': 3, 'd': 4}
-    4
-
-پیشتر نیز صحبت کرده بودیم، می‌توان حتی پس از ایجاد یک شی نیز به آن Attribute جدید اضافه کنیم (به دو سطر ۱۲ و ۱۷ توجه نمایید). داده‌های مربوط به تمام Attributeهای یک شی توسط یک شی دیکشنری که از طریق ``__dict__`` در دسترس می‌باشد، نگهداری می‌شود. در پس زمینه پایتون این ``__dict__`` می‌باشد که امکان افزودن Attribute به شی را به صورت پویا (Dynamic) فراهم آورده است.
-
-``__slots__`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#slots>`__] یک Attribute ویژه در پایتون می‌باشد که با مقداردهی آن می‌توان از ایجاد ``__dict__`` جلوگیری و در نتیجه قابلیت افزودن Attribute جدید به شی را غیرفعال و تعداد Attributeهای آن را از همان نقطه ایجاد، ثابت نگه‌داشت:
-
-
-.. code-block:: python
-    :linenos: 
-
-    class Sample:
-
-        __slots__ = ('a', 'b')
-
-        def __init__(self, a, b):
-            self.a = a
-            self.b = b
-
-
-    obj = Sample(1, 2)
-    print(obj.__dict__)
-
-::
-
-    Traceback (most recent call last):
-      File "sample.py", line 11, in <module>
-        print(obj.__dict__)
-    AttributeError: 'Sample' object has no attribute '__dict__'
-
-
-از مزایای ``__slots__`` می‌توان به کاهش مصرف حافطه (RAM) به خصوص در مورد کلاس‌هایی که قرار است اشیایی خیلی زیادی از آن‌ها ایجاد گردد، اشاره نمود.
-
-
-از طریق ``__slots__`` همچنین می‌توان اجازه داد که کدام Attribute در آینده برای شی ایجاد گردد:
-
-.. code-block:: python
-    :linenos: 
-
-    class Sample:
-
-        __slots__ = ('a', 'b', 'c')
-
-        def __init__(self, a, b):
-            self.a = a
-            self.b = b
-
-    objet = Sample(1, 2)
-
-    objet.c = 3
-
-    print('a: ', objet.a)
-    print('b: ', objet.b)
-    print('c: ', objet.c)
-
-    objet.d = 4
-
-::
-
-
-    a:  1
-    b:  2
-    c:  3
-    Traceback (most recent call last):
-      File "sample.py", line 17, in <module>
-        objet.d = 4
-    AttributeError: 'Sample' object has no attribute 'd'
-
-
-
-**اکنون نمونه کد زیر را در وضعیت وراثت در نظر بگیرید:**
-
-.. code-block:: python
-    :linenos: 
-
-    class Parent:
-        def __init__(self, a, b):
-            self.a = a
-            self.b = b
-
-
-    class Child(Parent):
-        def __init__(self, a, b):
-            super().__init__(a, b)
-
-
-    child = Child(1, 2)
-    print(child.__dict__)
-
-    child.c = 3
-    print(child.__dict__)
-
-    print('a: ', child.a)
-    print('b: ', child.b)
-    print('c: ', child.c)
-
-::
-
-    {'a': 1, 'b': 2}
-    {'a': 1, 'b': 2, 'c': 3}
-    a:  1
-    b:  2
-    c:  3
-
-
-اگر کلاس Parent شامل ``__slots__`` بوده و در نتیجه فاقد ``__dict__`` باشد:
-
-.. code-block:: python
-    :linenos: 
-
-    class Parent:
-        __slots__ = ('a', 'b')
-
-        def __init__(self, a, b):
-            self.a = a
-            self.b = b
-
-
-    class Child(Parent):
-
-        def __init__(self, a, b):
-            super().__init__(a, b)
-
-
-    child = Child(1, 2)
-    print(child.__dict__)
-
-    child.c = 3
-    print(child.__dict__)
-
-    print('a: ', child.a)
-    print('b: ', child.b)
-    print('c: ', child.c)
-
-
-::
-
-     {}
-     {'c': 3}
-     a:  1
-     b:  2
-     c:  3
-
-اگر هر دو کلاس شامل ``__slots__`` باشند:
-
-.. code-block:: python
-    :linenos: 
-
-    class Parent:
-        __slots__ = ('a', 'b')
-
-        def __init__(self, a, b):
-            self.a = a
-            self.b = b
-
-
-    class Child(Parent):
-        __slots__ = ('c')
-
-        def __init__(self, a, b):
-            super().__init__(a, b)
-
-
-    child = Child(1, 2)
-
-    child.c = 3
-    print('a: ', child.a)
-    print('b: ', child.b)
-    print('c: ', child.c)
-
-::
-
-    a:  1
-    b:  2
-    c:  3
-
-
-**در وراثت چندگانه،** چنانچه ``__slots__`` مربوط به superclassها حاوی مقدار تکراری باشد، آنگاه باعث بروز خطا می‌گردد:
-
-.. code-block:: python
-    :linenos: 
-
-    class ParentOne:
-        __slots__ = ('a', 'b')
-
-    class ParentTwo:
-        __slots__ = ('z', 'b')
-
-
-    class Child(ParentOne, ParentTwo):
-        __slots__ = ('c')
-
-
-    child = Child()
-
-::
-
-    Traceback (most recent call last):
-      File "sample.py", line 8, in <module>
-        class Child(ParentOne, ParentTwo):
-    TypeError: multiple bases have instance lay-out conflict
-
-
-بهتر است superclassها حاوی یک ``__slots__`` خالی (شی توپِل خالی) باشند و هر subclass خود محتوای ``__slots__`` خود را تعریف نماید:
-
-.. code-block:: python
-    :linenos: 
-
-    class ParentOne:
-        __slots__ = ()
-
-    class ParentTwo:
-        __slots__ = ()
-
-
-    class Child(ParentOne, ParentTwo):
-        __slots__ = ('a', 'b', 'z', 'c')
-
-
-    child = Child()
-
-
-در مواقع خاص که می‌خواهید هم Attributeها را محدود کنید و هم قابلیت ``__dict__`` را حفظ کنید، می‌توانید ``__dict__`` را هم به مقدار ``__slots__`` اضافه نمایید.
-
-
-|
-
-
-[`مطالعه بیشتر: پرسش و پاسخ مرتبط در StackOverflow <https://stackoverflow.com/a/28059785>`__]
-
-Decorators
-----------------------------
-
-از درس سیزدهم با مفهوم Decoratorها و نیز کاربرد آن‌ها به همراه تابع در زبان برنامه‌نویسی پایتون آشنا شده‌ایم، در این بخش به بررسی Decoratorها به همراه کلاس‌ها و متدها می‌پردازیم.
-
-علاوه بر اینکه با استفاده از کلاس می‌توان یک Decorator ایجاد کرد، از Decorator‌ها نیز می‌توان بر روی کلاس یا متدهای داخل یک کلاس بهره گرفت. در ادامه به بررسی این موارد می‌پردازیم.
-
-
-.. _python-decorator-on-methods:
-
-قراردادن Decorator بر روی متد
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-این کار همانند قراردادن Decorator بر روی تابع می‌باشد (درس سیزدهم) و تفاوتی ندارد. پیش‌تر نیز از Decoratorهایی همچون ``classmethod@`` یا ``staticmethod@`` بر روی متدها استفاده می‌کردیم. به مثالی در همین زمینه توجه نمایید:
-
-
-.. code-block:: python
-    :linenos:
-
-    import functools
-
-    def debug(func):
-        """Print the function signature and return value
-           Source: https://realpython.com/primer-on-python-decorators/#debugging-code"""
-
-        @functools.wraps(func)
-        def wrapper_debug(*args, **kwargs):
-            args_repr = [repr(a) for a in args]                     
-            kwargs_repr = [f"{k}={v!r}" for k, v in kwargs.items()]
-            signature = ", ".join(args_repr + kwargs_repr)      
-            print(f"Calling {func.__name__}({signature})")
-            value = func(*args, **kwargs)
-            print(f"{func.__name__!r} returned {value!r}")       
-            return value
-        return wrapper_debug
-
-
-
-    class Sample:
-
-        @debug
-        def __init__(self, x=0, y=0):
-            self.x = x
-            self.y = y
-
-
-    sample = Sample(5, y=6)
-
-::
-
-    Calling __init__(<__main__.Sample object at 0x7fd96ddec8d0>, 5, y=6)
-    '__init__' returned None
-
-در نمونه کد بالا یک Decorator با نام ``debug`` ایجاد گردیده است (Decorator درس سیزدهم و f-string درس هفتم)، با قراردادن این Decorator بر روی یک تابع یا متد: نام تابع، آرگومان‌های ارسال شده و همچنین مقدار خروجی تابع را بر روی خروجی نمایش می‌دهد.
-
-
-.. _python-decorator-on-class:
-
-قراردادن Decorator بر روی کلاس
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-در زبان برنامه‌نویسی پایتون می‌توان یک Decorator را به کل یک کلاس اعمال کرد، در این صورت نیز تفاوتی با آنچه در توابع دیدیم، نمی‌کند. تنها در این حالت، این کلاس است که به Decorator ارسال می‌گردد. دو نمونه کد زیر معادل یکدیگر هستند::
-
-
-    def decorator_name(a_class):
-        def wrapper():
-            # Do Something!
-            print('Class name:', a_class.__name__)
-            return a_class()
-
-        return wrapper
-
-
-::
-
-     # 1
-
-     @decorator_name
-     class Sample():
-         pass
-
-
-     sample = Sample()
-
-
-::
-
-      # 2
-
-      class Sample():
-          pass
-
-      SampleWrapper = decorator_name(Sample)
-      sample = SampleWrapper()
-
-
-::
-
-      # Output
-
-      Class name: Sample
-
-
-
-.. _python-decorator-class:
-
-کلاس به عنوان Decorator
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-در زبان برنامه‌نویسی پایتون می‌توان از کلاس‌ها همچون توابع برای ایجاد Decorator استفاده کرد. در این صورت شی‌ای که Decorator به آن اعمال شده است از طریق متد ``__init__`` دریافت می‌گردد. همچنین می‌بایست متد ``__call__`` را پیاده‌سازی کرده باشیم تا اشیای کلاس قابلیت callable را داشته باشند (درس هفدهم)، عملیات اصلی Decorator می‌بایست داخل این متد پیاده‌سازی گردد:
-
-
-
-::
-
-    class CountCalls:
-        def __init__(self, func):
-            self.func = func
-            self.num_calls = 0
-
-        def __call__(self):
-            self.num_calls += 1
-            print(f"Call {self.num_calls} of {self.func.__name__!r}")
-            return self.func()
-
-::
-
-    # 1
-
-    @CountCalls
-    def func():
-        ''' a function'''
-
-    print(func.__doc__)
-    func()
-    func()
-
-
-::
-
-    # 2
-
-    def func():
-        ''' a function'''
-
-    obj = CountCalls(func)
-
-    print(obj.__doc__)
-    obj()
-    obj()
-
-
-::
-
-
-    # Output
-
-    None
-    Call 1 of 'func'
-    Call 2 of 'func'
-
-
-
-**functools.update_wrapper**
-
-همانند کاربرد تابع ``wraps`` از ماژول ``functools`` در هنگام ساخت Decorator از توابع، در اینجا نیز می‌توانیم جهت حفظ اطلاعات مربوط به تابع اصلی، این‌بار از تابع ``update_wrapper`` این ماژول استقاده کنیم [`اسناد پایتون <https://docs.python.org/3/library/functools.html#functools.update_wrapper>`__] - اگر کلاس CountCalls را به صورت زیر تغییر دهیم، آنگاه خروجی هر دو حالت نیز به شرح زیر تغییر خواهد کرد، چرا که اکنون ``__doc__`` در دسترس باقی مانده است::
-
-
-    import functools
-
-    class CountCalls:
-        def __init__(self, func):
-            functools.update_wrapper(self, func)
-            self.func = func
-            self.num_calls = 0
-
-        def __call__(self):
-            self.num_calls += 1
-            print(f"Call {self.num_calls} of {self.func.__name__!r}")
-            return self.func()
-
-
-::
-
-     a function
-     Call 1 of 'func'
-     Call 2 of 'func'
-
-
-Descriptors
-----------------------------
-
-توصیف‌گر (Descriptor) کلاسی است که کنترل عملیات‌های دریافت (get)، تنظیم (set) و حذف (delete) را بر روی یک attribute از شی‌ای دیگر را فراهم می‌کند. Descriptor یک راهکار پایتونی (Pythonic) برای ایجاد مکانیزم get & set رایج در دیگر زبان‌های برنامه‌نویسی می‌باشد.
-
-**چگونه می‌توان یک Descriptor در پایتون ایجاد کرد؟** [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#implementing-descriptors>`__]
-
-۱- یک کلاس ایجاد کنیم که در آن حداقل یکی از متدهای خاص ``__set__`` ،``__get__`` و ``__delete__`` بازپیاده‌سازی (یا بهتر است بگوییم Override) شود.
-
-۲- از شی این کلاس به عنوان مقدار attribute مناسب از کلاس مورد نظر استفاده کنیم.
-
-
-**کاربرد Descriptor پایتون چیست؟**
-
-هر زمان بخواهیم رویدادهایی همچون دریافت (get)، تنظیم (set) و حذف (delete) را بر روی یک attribute کنترل کنیم. برای مثال کلاسی شامل یک attribute با نام ایمیل (email) است، می‌خواهیم پیش از تنظیم مقدار بر روی این فیلد، مقدار جدید به صورت خودکار اعتبارسنجی (Validation) شود و در صورت صحت عملیات انجام شود:
-
-
-.. code-block:: python
-    :linenos:
-
-
-    import re
-
-    class EmailField:
-
-        def __init__(self, email=None):
-            self.email = email
-
-        def __get__(self, instance, owner=None):
-            print('-' * 10, 'CALLED[__get__]')
-            print('instance:', instance)
-            print('owner:', owner)
-            print('-' * 30)
-            print()
-
-            return self.email
-
-        def __set__(self, instance, value):
-            print('-' * 10, 'CALLED[__set__]')
-            print('instance:', instance)
-            print('value:', value)
-            print('-' * 30)
-
-            if re.match('^[a-zA-Z0-9_.+-]+@[a-zA-Z0-9-]+.[a-zA-Z0-9-.]+$', value):
-                self.email = value
-                print('Successful!\n')
-            else:
-                print(f'{value} is not a valid email!\n')
-
-
-    class Student:
-        email = EmailField()
-
-
-    obj = Student()
-
-    email = obj.email               # CALLED[__get__]
-
-    obj.email = 'python$$1400'      # CALLED[__set__]
-
-    obj.email = 'python@coderz.ir'  # CALLED[__set__]
-
-    print(obj.email)                # CALLED[__get__]
-
-
-::
-
-    ---------- CALLED[__get__]
-    instance: <__main__.Student object at 0x7f828bb9f4e0>
-    owner: <class '__main__.Student'>
-    ------------------------------
-
-    ---------- CALLED[__set__]
-    instance: <__main__.Student object at 0x7f828bb9f4e0>
-    value: python$$1400
-    ------------------------------
-    python$$1400 is not a valid email!
-
-    ---------- CALLED[__set__]
-    instance: <__main__.Student object at 0x7f828bb9f4e0>
-    value: python@coderz.ir
-    ------------------------------
-    Successful!
-
-    ---------- CALLED[__get__]
-    instance: <__main__.Student object at 0x7f62e42c64e0>
-    owner: <class '__main__.Student'>
-    ------------------------------
-
-    python@coderz.ir
-
-
-در نمونه کد، بالا کلاس ``EmailField`` یک Descriptor برای اتریبیوت ``email`` از کلاس ``Student`` می‌باشد. همانطور که مشاهده می‌شود، هرگاه مقداری به ``email`` انتساب داده می‌شود (سطرهای ۳۸ و ۴۰)، به صورت خودکار متد ``__set__`` از کلاس Descriptor آن فراخوانی می‌گردد و به همین ترتیب هرگاه مقدار آن درخواست می‌گردد (سطرهای ۳۶ و ۴۲)، متد ``__get__`` فراخوانی می‌گردد.
-
-پیشنهاد می‌شود در صورت امکان مقدار attribute را توسط Descriptor نگهداری نکنید و از Descriptor تنها برای انجام عملیات‌ مربوطه استفاده نمایید. بنابراین مثال قبل را می‌توانیم به صورت زیر بازنویسی نماییم:
-
-
-.. code-block:: python
-    :linenos:
-
-    import re
-
-    class EmailField:
-
-        def __init__(self, attr_name):
-            self.attr_name = attr_name
-
-        def __get__(self, instance, owner=None):
-            return instance.__dict__.get(self.attr_name)
-
-        def __set__(self, instance, value):
-            if re.match('^[a-zA-Z0-9_.+-]+@[a-zA-Z0-9-]+.[a-zA-Z0-9-.]+$', value):
-                instance.__dict__[self.attr_name] = value
-
-
-    class Student:
-        email = EmailField('email')
-
-
-    obj = Student()
-    obj.email = 'python@coderz.ir'
-
-    print(obj.email)
-
-
-::
-
-    python@coderz.ir
-
-
-در این روش تنها نام attribute نگهداری و از آن برای دستیابی به مقدار آن attribute، از طریق خود شی اقدام کردیم.
-
-اگر از **نسخه 3.6 به بعد پایتون** بهره‌مند هستید،‌ با استفاده از متد ``__set_name__`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__set_name__>`__] در کلاس Descriptor، دیگر حتی نیازی به پیاده‌سازی متد ``__init__`` و ارسال دستی نام attribute هم نخواهد بود:
-
-
-.. code-block:: python
-    :linenos:
-
-    import re
-
-    class EmailField:
-
-        def __set_name__(self, owner, name):
-            self.attr_name = name
-
-        def __get__(self, instance, owner=None):
-            return instance.__dict__.get(self.attr_name)
-
-        def __set__(self, instance, value):
-            if re.match('^[a-zA-Z0-9_.+-]+@[a-zA-Z0-9-]+.[a-zA-Z0-9-.]+$', value):
-                instance.__dict__[self.attr_name] = value
-
-
-    class Student:
-        email = EmailField()
-
-
-.. tip:: 
-
-  از Descriptor تنها برای Class Attributeها می‌توان استفاده کرد.
-
-
-
-
-property@
-----------------------------
-
-خیلی ساده، این دکوراتور (``property@``) را می‌توان یک Descriptor سطح بالا دانست که توسط کتابخانه استاندارد پایتون برای Instance Attributeها فراهم آورده شده است. به نمونه کد زیر توجه نمایید:
-
-.. code-block:: python
-    :linenos:
-
-    import re
-
-    class Contact:
-
-        def __init__(self, name, phone):
-            self._name = name
-            self._phone = phone
-
-        @property
-        def name(self):
-            return self._name
-	
-        @name.setter
-        def name(self, new_name):
-            if new_name and len(new_name) > 0:
-                self._name = new_name
-            else:
-                print("Please enter a valid name")
-
-        @name.deleter
-        def name(self):
-            del self._name
-
-        @property
-        def phone(self):
-            return self._phone
-
-
-        @phone.setter
-        def phone(self, new_phone):
-            if re.match(r'^09\d{9}$', new_phone):
-                self._phone = new_phone
-            else:
-                print("Please enter a valid phone")
-
-        @phone.deleter
-        def phone(self):
-            del self._phone
-
-
-    obj = Contact(name='Saeid', phone='09999999999')
-
-    obj.phone = '09123456'
-    print('-' * 30)
-    print(obj.name)
-    print(obj.phone)
-
-
-::
-
-     Please enter a valid phone
-     ------------------------------
-     Saeid
-     09999999999
-
-
-در این مثال، کلاس ``Contact`` حاوی دو Instance Attribute با نام‌های ``name`` و ``phone`` می‌باشد. برای اینکه بتوانیم رویدادهایی همچون دریافت (get)، تنظیم (set) و حذف (delete) را بر روی آن‌ها کنترل کنیم، از دکوراتور ``property@`` استفاده کردیم. به این صورت که:
-
-**۱-** نخست باید توجه داشت که نام Attributeها با یک کاراکتر ``_`` شروع کردیم. با این کار به دیگر برنامه‌نویسان خواهیم گفت که این Attribute با سطح دسترسی protected می‌باشد (درس بیستم)::
-
-    def __init__(self, name, phone):
-        self._name = name
-        self._phone = phone
-
-**۲-** برای هر کدام یک متد getter ساختیم و به آن دکوراتور ``property@`` انتساب دادیم. نام این متد را همنام با Attributeها ولی بدون ``_`` انتخاب کردیم::
-
-    @property
-    def name(self):
-        return self._name
-
-    @property
-    def phone(self):
-        return self._phone   
-
-
-نام این متد هر چیزی انتخاب شود، در زمان درخواست مقدار Attribute باید از این نام (به جای نام اصلی Attribute) استفاده گردد (سطرهای ۴۵ و ۴۶).
-
-**۳-** اکنون می‌توانیم دو متد دیگر برای عملیات set و delete پیاده‌سازی کنیم و به آن‌ها دکوراتورهای زیر را انتساب دهیم::
-
-     @<property_getter_method_name>.setter
-     @<property_getter_method_name>.deleter
-
-
-بخش نخست از نام دکوراتور (property_getter_method_name) می‌بایست همان نام متد getter باشد.
-
-در این مثال ما از همان نام متد getter برای نام‌گذاری این دو متد استفاده کردیم. ولی باید توجه داشته باشید که نام این دو متد هر چیزی انتخاب شود، در زمان تنظیم مقدار (سطر ۴۳) یا حذف Attribute باید از این نام (به جای نام اصلی Attribute) استفاده گردد.
-
-
-
-.. tip:: 
-
-  از ``property@`` تنها برای Instance Attributeها می‌توان استفاده کرد.
-
-
-یک کاربرد پنهان در استفاده از ``property@``، امکان ایجاد Attributeهای **read-only** و غیرقابل تغییر پس از نمونه‌سازی شی خواهد بود. برای این منظور تنها کافی است از پیاده‌سازی متد setter صرف‌نظر کنیم! به نمونه کد پایین توجه نمایید:
-
-
-.. code-block:: python
-    :linenos:
-
-    class StaticNumber:
-
-        def __init__(self, number):
-            self._number = number
-
-        @property
-        def number(self):
-            return self._number
-
-
-
-    obj = StaticNumber(number='000111')
-
-    obj.number = '000222'
-
-::
-
-    Traceback (most recent call last):
-      File "sample.py", line 14, in <module>
-        obj.number = '000222'
-    AttributeError: can't set attribute
-
-
-
-
-  
-  
-Context Manager و دستور ``with/as``
-------------------------------------------
-
-یکی دیگر از قابلیت‌های کمتر شناخته شده در زبان برنامه‌نویسی پایتون، Context Manager می‌باشد [`اسناد پایتون <http://docs.python.org/3/library/stdtypes.html#typecontextmanager>`__]. با این حال اکثر برنامه‌نویسان پایتون به صورت مداوم از آن بهره می‌گیرند. اگر درس دهم را به یاد داشته باشیم، از دستور ``with/as`` برای کار با فایل‌ها در پایتون استفاده می‌کردیم و شاهد راحتی و زیبایی کارها نسبت به قبل بودیم. در آن زمان تنها اشاره شد که شی فایل پایتون را می‌توان با دستور ``with/as`` استفاده کرد چون این شی از قابلیت Context Manager پشتیبانی می‌کند.
-
-به صورت کلی Context Manager در زبان برنامه‌نویسی پایتون قابلیتی برای مدیرت منابع (فایل‌ها، دیتابیس، ارتباط و سایر منابع) می‌باشد، منابعی که کار کردن با آن‌ها همواره نیازمند عملیات‌ ثابتی همچون باز (Open) و بسته (Close) - Start/Stop, Lock/Release, Change/Reset - کردن هستند. 
-
-در این بخش می‌خواهیم به بررسی چگونگی ایجاد یک کلاس به همراه قابلیت  Context Manager بپردازیم که در نهایت از اشیای آن بتوانیم در کنار دستور ``with/as`` استفاده نماییم. ابتدا اجازه دهید بار دیگر ساختار دستور ``with/as`` را بررسی نماییم::
-
-    with context_expression [as target]:
-        with_statement_body
-
-در این ساختار بخش ``as`` اختیاری بوده و تنها زمانی که در داخل بدنه دستور ``with`` به شی تولید شده توسط ``context_expression`` نیاز داشته باشیم، استفاده می‌گردد؛ در این صورت یک ارجاع از شی مورد نیاز به نام دلخواه ``target`` ایجاد و در دسترس قرار می‌گیرد. ``context_expression`` نیز معرف یک شی‌ای است که توانایی مدیریت یا handle کردن دو وضعیت «ورود به» (entry into) و «خروج از» (exit from) را داشته باشد. برای ایجاد همچین شی‌ای می‌بایست دو متد خاص ``__enter__`` 	[`اسناد پایتون <https://docs.python.domainunion.de/3/reference/datamodel.html#object.__enter__>`__] و ``__exit__`` [`اسناد پایتون <https://docs.python.domainunion.de/3/reference/datamodel.html#object.__exit__>`__] را در کلاس مورد نظر خود پیاده‌سازی کنیم:
-
-.. code-block:: python
-    :linenos:
-    
-    class SampleContextManager:
-        def __enter__(self):
-            print('---> Entered into context manager!')
-
-        def __exit__(self, *args):
-            print('<--- Exiting from context manager!')
-
-
-    with SampleContextManager():
-        print('Inside context manager!')
-
-::
-
-    ---> Entered into context manager!
-    Inside context manager!
-    <--- Exiting from context manager!
-
-همانطوری که از خروجی نمونه کد بالا قابل مشاهده می‌باشد، در هنگام اجرای دستور ``with``، ابتدا متد ``__enter__`` از شی Context Manager و سپس دستورات داخل بدنه دستور ``with`` و در نهایت نیز متد ``__exit__`` از شی Context Manager اجرا می‌گردد.
-
-
-اگر بخواهیم کمی عمیق‌تر به ماجرا نگاه کنیم:
-
-* اجرای متد ``__enter__`` زمانی است که خط اجرای برنامه می‌خواهد وارد اجرای دستورات داخل ``with`` یا به اصطلاح  وارد runtime context شود و خروجی این متد می‌بایست شی‌ای باشد که می‌خواهیم در طول اجرای دستور  ``with`` یا به اصطلاح context، با آن کار کنیم. البته خروجی می‌تواند ``None`` باشد ولی باید توجه داشت که خروجی این متد است که توسط دستور ``as`` به نام ``target`` ارجاع می‌خورد!
-
-* اجرای متد ``__exit__`` زمانی است که انجام کار دستورات ``with`` یا اجرای context به پایان رسیده است. این متد در واقع  فرصتی برای تمیزکاری یا به اصطلاح clean up کردن آثار اجرای context می‌باشد. به مانند پاک کردن فایل‌هایی که موقت ایجاد شده‌اند، حذف اشیای اضافی باقی‌مانده یا انجام عمل بستن یک فایل یا پایان دادن یک ارتباط (Connection) یا...
-
-برای آشنایی بیشتر در نمونه کد زیر یک Wrapper برای شی فایل ایجاد کرده‌ایم:
-
-.. code-block:: python
-    :linenos:
-    
-    class FileWritterWrapper:
-        def __init__(self, filename):
-            self.filename = filename
-        
-        def __enter__(self):
-            self.opened_file = open(self.filename, 'a')
-            self.opened_file.write('====== OPEN FILE ======\n')
-            return self.opened_file
-    
-        def __exit__(self, *args):
-            self.opened_file.write('\n====== CLOSE FILE ======\n')
-            self.opened_file.close()
-
-
-    with FileWritterWrapper('test_log.txt') as managed_file:
-        managed_file.write('Inside context manager!')
-
-محتویات فایل test_log.txt، پس از اجرای کد بالا:
-
-::
-
-    
-    ====== OPEN FILE ======
-    Inside context manager!
-    ====== CLOSE FILE ======
-
-به متد ``__exit__`` برگردیم، براساس مستندات پایتون تعریف کامل این متد به شکل زیر است::
-
-    __exit__(self, exc_type, exc_value, traceback)
-
-سه پارامتر انتهایی در صورت بروز Exception هنگام اجرای context (دستورات داخل بدنه ``with``) دارای مقدار غیر ``None`` و در غیر این صورت برابر با مقدار ``None`` خواهند بود. وجود این مقادیر به معنی عدم پایان صحیح context می‌باشد که ممکن است بتواند در گرفتن تصمیم شما در زمان خروج از context تاثیر داشته باشد.
-
-.. code-block:: python
-    :linenos:
-
-    class SampleContextManager:
-        def __enter__(self):
-            print('---> Entered into context manager!')
-
-        def __exit__(self, exc_type, exc_value, traceback):
-            print('exc_type:', exc_type)
-            print('exc_value:', exc_value)
-            print('traceback:', traceback)
-            print('<--- Exiting from context manager!')
-
-
-    with SampleContextManager():
-        print('|||||||||Inside context manager! - Top')
-        a = 8 / 0
-        print('|||||||||Inside context manager! - Bottom')
-
-
-    print('***FINISH***')
-
-::
-
-     ---> Entered into context manager!
-     |||||||||Inside context manager! - Top
-     exc_type: <class 'ZeroDivisionError'>
-     exc_value: division by zero
-     traceback: <traceback object at 0x7f1c8aebd0c8>
-     <--- Exiting from context manager!
-     Traceback (most recent call last):
-       File "sample.py", line 14, in <module>
-         a = 8 / 0
-     ZeroDivisionError: division by zero
-
-
-همان‌طور که از نمونه کد بالا قابل مشاهده است، در زمان اجرای دستورات context یک خطای (تقسیم بر صفر) ``ZeroDivisionError`` رخ داده است. نکته قابل توجه این است که حتی با وجود بروز خطا و ناتمام ماندن اجرای context، ولی بدنه متد ``__exit__`` به صورت کامل اجرا شده است. در واقع مفسر پایتون اعلام Exception را که می‌تواند منجر به توقف کل برنامه شود را به صورت موقت تا پایان اجرا ``__exit__`` معلق نگه می‌دارد.
-
-در چنین حالتی اگر متد ``__exit__`` مقدار ``True`` را برگرداند، مفسر پایتون از بروز Exception خودداری خواهد کرد:
-
-.. code-block:: python
-    :linenos:
-
-    class SampleContextManager:
-        def __enter__(self):
-            print('---> Entered into context manager!')
-
-        def __exit__(self, exc_type, exc_value, traceback):
-            print('exc_type:', exc_type)
-            print('exc_value:', exc_value)
-            print('traceback:', traceback)
-            print('<--- Exiting from context manager!')
-            return True
-
-
-    with SampleContextManager():
-        print('|||||||||Inside context manager! - Top')
-        a = 8 / 0
-        print('|||||||||Inside context manager! - Bottom')
-
-
-    print('***FINISH***')
-
-::
-
-    ---> Entered into context manager!
-    |||||||||Inside context manager! - Top
-    exc_type: <class 'ZeroDivisionError'>
-    exc_value: division by zero
-    traceback: <traceback object at 0x7f4b3d520048>
-    <--- Exiting from context manager!
-    ***FINISH***
-
-یادآوری:‌ می‌دانیم که خروجی هر تابع یا متد به صورت پیش‌فرض برای ``None`` می‌باشد و این مقدار در مقام ارزش‌سنجی بولین، ارزشی برابر با مقدار ``False`` دارد.
-
-*در طی دروس آینده به مبحث Exception و مدیریت آن خواهیم پرداخت.*
-
- 
-
-
-
-|
-
-----
-
-:emoji-size:`😊` امیدوارم مفید بوده باشه
-
-
-
-
+.. role:: emoji-size
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس بیست و یکم: شی گرایی (OOP) در پایتون: Context Manager ،Descriptors ،Decorator
+
+
+.. _lesson-21:
+
+درس ۲۱: شی گرایی (OOP) در پایتون: Context Manager ،Descriptors ،Decorator
+===================================================================================================
+
+.. figure:: /_static/pages/21-python-object-oriented-programming-property-descriptors.jpg
+    :align: center
+    :alt: شی گرایی (OOP) در پایتون: __Descriptors ، Context Manager ،Decorator ،__slots و property@
+    :class: page-image
+
+    Photo by `Mathyas Kurmann <https://unsplash.com/photos/fb7yNPbT0l8>`__
+  
+این درس نیز در ادامه مجموعه دروس آموزش شی گرایی در زبان برنامه‌نویسی پایتون می‌باشد که به شرح و جمع‌بندی برخی موارد مرتبط با مفاهیم کلاس و شی موجود در پایتون می‌پردازد. مواردی که ممکن است قابل گذر باشند ولی هریک نکاتی دارند که در توسعه برنامه شی گرای پایتونی به شما کمک خواهند کرد. مواردی همچون صفت ویژه __slots__ در کلاس‌ها، ایجاد Decorator با استفاده از کلاس در پایتون و همچنین ایجاد قابلیت getter و setter در پایتون با استفاده از مفاهیم Descriptors و دکوراتور property که در ادامه تا حد کافی شرح داده خواهند شد.
+
+
+:emoji-size:`✔` سطح: متوسط
+
+----
+
+
+.. contents:: سرفصل‌ها
+    :depth: 2
+
+----
+
+
+__slots__
+----------------------------
+
+پیش از هر توضیحی به نمونه کد زیر توجه نمایید:
+
+
+.. code-block:: python
+    :linenos: 
+
+    class Sample:
+        def __init__(self, a, b):
+            self.a = a
+            self.b = b
+
+
+    objet = Sample(1, 2)
+    print(objet.__dict__)
+
+    print('-' * 30)
+
+    objet.c = 3
+    print(objet.__dict__)
+
+    print('-' * 30)
+
+    objet.__dict__['d'] = 4
+    print(objet.__dict__)
+    print(objet.d)
+
+::
+
+    {'a': 1, 'b': 2}
+    ------------------------------
+    {'a': 1, 'b': 2, 'c': 3}
+    ------------------------------
+    {'a': 1, 'b': 2, 'c': 3, 'd': 4}
+    4
+
+پیشتر نیز صحبت کرده بودیم، می‌توان حتی پس از ایجاد یک شی نیز به آن Attribute جدید اضافه کنیم (به دو سطر ۱۲ و ۱۷ توجه نمایید). داده‌های مربوط به تمام Attributeهای یک شی توسط یک شی دیکشنری که از طریق ``__dict__`` در دسترس می‌باشد، نگهداری می‌شود. در پس زمینه پایتون این ``__dict__`` می‌باشد که امکان افزودن Attribute به شی را به صورت پویا (Dynamic) فراهم آورده است.
+
+``__slots__`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#slots>`__] یک Attribute ویژه در پایتون می‌باشد که با مقداردهی آن می‌توان از ایجاد ``__dict__`` جلوگیری و در نتیجه قابلیت افزودن Attribute جدید به شی را غیرفعال و تعداد Attributeهای آن را از همان نقطه ایجاد، ثابت نگه‌داشت:
+
+
+.. code-block:: python
+    :linenos: 
+
+    class Sample:
+
+        __slots__ = ('a', 'b')
+
+        def __init__(self, a, b):
+            self.a = a
+            self.b = b
+
+
+    obj = Sample(1, 2)
+    print(obj.__dict__)
+
+::
+
+    Traceback (most recent call last):
+      File "sample.py", line 11, in <module>
+        print(obj.__dict__)
+    AttributeError: 'Sample' object has no attribute '__dict__'
+
+
+از مزایای ``__slots__`` می‌توان به کاهش مصرف حافطه (RAM) به خصوص در مورد کلاس‌هایی که قرار است اشیایی خیلی زیادی از آن‌ها ایجاد گردد، اشاره نمود.
+
+
+از طریق ``__slots__`` همچنین می‌توان اجازه داد که کدام Attribute در آینده برای شی ایجاد گردد:
+
+.. code-block:: python
+    :linenos: 
+
+    class Sample:
+
+        __slots__ = ('a', 'b', 'c')
+
+        def __init__(self, a, b):
+            self.a = a
+            self.b = b
+
+    objet = Sample(1, 2)
+
+    objet.c = 3
+
+    print('a: ', objet.a)
+    print('b: ', objet.b)
+    print('c: ', objet.c)
+
+    objet.d = 4
+
+::
+
+
+    a:  1
+    b:  2
+    c:  3
+    Traceback (most recent call last):
+      File "sample.py", line 17, in <module>
+        objet.d = 4
+    AttributeError: 'Sample' object has no attribute 'd'
+
+
+
+**اکنون نمونه کد زیر را در وضعیت وراثت در نظر بگیرید:**
+
+.. code-block:: python
+    :linenos: 
+
+    class Parent:
+        def __init__(self, a, b):
+            self.a = a
+            self.b = b
+
+
+    class Child(Parent):
+        def __init__(self, a, b):
+            super().__init__(a, b)
+
+
+    child = Child(1, 2)
+    print(child.__dict__)
+
+    child.c = 3
+    print(child.__dict__)
+
+    print('a: ', child.a)
+    print('b: ', child.b)
+    print('c: ', child.c)
+
+::
+
+    {'a': 1, 'b': 2}
+    {'a': 1, 'b': 2, 'c': 3}
+    a:  1
+    b:  2
+    c:  3
+
+
+اگر کلاس Parent شامل ``__slots__`` بوده و در نتیجه فاقد ``__dict__`` باشد:
+
+.. code-block:: python
+    :linenos: 
+
+    class Parent:
+        __slots__ = ('a', 'b')
+
+        def __init__(self, a, b):
+            self.a = a
+            self.b = b
+
+
+    class Child(Parent):
+
+        def __init__(self, a, b):
+            super().__init__(a, b)
+
+
+    child = Child(1, 2)
+    print(child.__dict__)
+
+    child.c = 3
+    print(child.__dict__)
+
+    print('a: ', child.a)
+    print('b: ', child.b)
+    print('c: ', child.c)
+
+
+::
+
+     {}
+     {'c': 3}
+     a:  1
+     b:  2
+     c:  3
+
+اگر هر دو کلاس شامل ``__slots__`` باشند:
+
+.. code-block:: python
+    :linenos: 
+
+    class Parent:
+        __slots__ = ('a', 'b')
+
+        def __init__(self, a, b):
+            self.a = a
+            self.b = b
+
+
+    class Child(Parent):
+        __slots__ = ('c')
+
+        def __init__(self, a, b):
+            super().__init__(a, b)
+
+
+    child = Child(1, 2)
+
+    child.c = 3
+    print('a: ', child.a)
+    print('b: ', child.b)
+    print('c: ', child.c)
+
+::
+
+    a:  1
+    b:  2
+    c:  3
+
+
+**در وراثت چندگانه،** چنانچه ``__slots__`` مربوط به superclassها حاوی مقدار تکراری باشد، آنگاه باعث بروز خطا می‌گردد:
+
+.. code-block:: python
+    :linenos: 
+
+    class ParentOne:
+        __slots__ = ('a', 'b')
+
+    class ParentTwo:
+        __slots__ = ('z', 'b')
+
+
+    class Child(ParentOne, ParentTwo):
+        __slots__ = ('c')
+
+
+    child = Child()
+
+::
+
+    Traceback (most recent call last):
+      File "sample.py", line 8, in <module>
+        class Child(ParentOne, ParentTwo):
+    TypeError: multiple bases have instance lay-out conflict
+
+
+بهتر است superclassها حاوی یک ``__slots__`` خالی (شی توپِل خالی) باشند و هر subclass خود محتوای ``__slots__`` خود را تعریف نماید:
+
+.. code-block:: python
+    :linenos: 
+
+    class ParentOne:
+        __slots__ = ()
+
+    class ParentTwo:
+        __slots__ = ()
+
+
+    class Child(ParentOne, ParentTwo):
+        __slots__ = ('a', 'b', 'z', 'c')
+
+
+    child = Child()
+
+
+در مواقع خاص که می‌خواهید هم Attributeها را محدود کنید و هم قابلیت ``__dict__`` را حفظ کنید، می‌توانید ``__dict__`` را هم به مقدار ``__slots__`` اضافه نمایید.
+
+
+|
+
+
+[`مطالعه بیشتر: پرسش و پاسخ مرتبط در StackOverflow <https://stackoverflow.com/a/28059785>`__]
+
+Decorators
+----------------------------
+
+از درس سیزدهم با مفهوم Decoratorها و نیز کاربرد آن‌ها به همراه تابع در زبان برنامه‌نویسی پایتون آشنا شده‌ایم، در این بخش به بررسی Decoratorها به همراه کلاس‌ها و متدها می‌پردازیم.
+
+علاوه بر اینکه با استفاده از کلاس می‌توان یک Decorator ایجاد کرد، از Decorator‌ها نیز می‌توان بر روی کلاس یا متدهای داخل یک کلاس بهره گرفت. در ادامه به بررسی این موارد می‌پردازیم.
+
+
+.. _python-decorator-on-methods:
+
+قراردادن Decorator بر روی متد
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+این کار همانند قراردادن Decorator بر روی تابع می‌باشد (درس سیزدهم) و تفاوتی ندارد. پیش‌تر نیز از Decoratorهایی همچون ``classmethod@`` یا ``staticmethod@`` بر روی متدها استفاده می‌کردیم. به مثالی در همین زمینه توجه نمایید:
+
+
+.. code-block:: python
+    :linenos:
+
+    import functools
+
+    def debug(func):
+        """Print the function signature and return value
+           Source: https://realpython.com/primer-on-python-decorators/#debugging-code"""
+
+        @functools.wraps(func)
+        def wrapper_debug(*args, **kwargs):
+            args_repr = [repr(a) for a in args]                     
+            kwargs_repr = [f"{k}={v!r}" for k, v in kwargs.items()]
+            signature = ", ".join(args_repr + kwargs_repr)      
+            print(f"Calling {func.__name__}({signature})")
+            value = func(*args, **kwargs)
+            print(f"{func.__name__!r} returned {value!r}")       
+            return value
+        return wrapper_debug
+
+
+
+    class Sample:
+
+        @debug
+        def __init__(self, x=0, y=0):
+            self.x = x
+            self.y = y
+
+
+    sample = Sample(5, y=6)
+
+::
+
+    Calling __init__(<__main__.Sample object at 0x7fd96ddec8d0>, 5, y=6)
+    '__init__' returned None
+
+در نمونه کد بالا یک Decorator با نام ``debug`` ایجاد گردیده است (Decorator درس سیزدهم و f-string درس هفتم)، با قراردادن این Decorator بر روی یک تابع یا متد: نام تابع، آرگومان‌های ارسال شده و همچنین مقدار خروجی تابع را بر روی خروجی نمایش می‌دهد.
+
+
+.. _python-decorator-on-class:
+
+قراردادن Decorator بر روی کلاس
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+در زبان برنامه‌نویسی پایتون می‌توان یک Decorator را به کل یک کلاس اعمال کرد، در این صورت نیز تفاوتی با آنچه در توابع دیدیم، نمی‌کند. تنها در این حالت، این کلاس است که به Decorator ارسال می‌گردد. دو نمونه کد زیر معادل یکدیگر هستند::
+
+
+    def decorator_name(a_class):
+        def wrapper():
+            # Do Something!
+            print('Class name:', a_class.__name__)
+            return a_class()
+
+        return wrapper
+
+
+::
+
+     # 1
+
+     @decorator_name
+     class Sample():
+         pass
+
+
+     sample = Sample()
+
+
+::
+
+      # 2
+
+      class Sample():
+          pass
+
+      SampleWrapper = decorator_name(Sample)
+      sample = SampleWrapper()
+
+
+::
+
+      # Output
+
+      Class name: Sample
+
+
+
+.. _python-decorator-class:
+
+کلاس به عنوان Decorator
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+در زبان برنامه‌نویسی پایتون می‌توان از کلاس‌ها همچون توابع برای ایجاد Decorator استفاده کرد. در این صورت شی‌ای که Decorator به آن اعمال شده است از طریق متد ``__init__`` دریافت می‌گردد. همچنین می‌بایست متد ``__call__`` را پیاده‌سازی کرده باشیم تا اشیای کلاس قابلیت callable را داشته باشند (درس هفدهم)، عملیات اصلی Decorator می‌بایست داخل این متد پیاده‌سازی گردد:
+
+
+
+::
+
+    class CountCalls:
+        def __init__(self, func):
+            self.func = func
+            self.num_calls = 0
+
+        def __call__(self):
+            self.num_calls += 1
+            print(f"Call {self.num_calls} of {self.func.__name__!r}")
+            return self.func()
+
+::
+
+    # 1
+
+    @CountCalls
+    def func():
+        ''' a function'''
+
+    print(func.__doc__)
+    func()
+    func()
+
+
+::
+
+    # 2
+
+    def func():
+        ''' a function'''
+
+    obj = CountCalls(func)
+
+    print(obj.__doc__)
+    obj()
+    obj()
+
+
+::
+
+
+    # Output
+
+    None
+    Call 1 of 'func'
+    Call 2 of 'func'
+
+
+
+**functools.update_wrapper**
+
+همانند کاربرد تابع ``wraps`` از ماژول ``functools`` در هنگام ساخت Decorator از توابع، در اینجا نیز می‌توانیم جهت حفظ اطلاعات مربوط به تابع اصلی، این‌بار از تابع ``update_wrapper`` این ماژول استقاده کنیم [`اسناد پایتون <https://docs.python.org/3/library/functools.html#functools.update_wrapper>`__] - اگر کلاس CountCalls را به صورت زیر تغییر دهیم، آنگاه خروجی هر دو حالت نیز به شرح زیر تغییر خواهد کرد، چرا که اکنون ``__doc__`` در دسترس باقی مانده است::
+
+
+    import functools
+
+    class CountCalls:
+        def __init__(self, func):
+            functools.update_wrapper(self, func)
+            self.func = func
+            self.num_calls = 0
+
+        def __call__(self):
+            self.num_calls += 1
+            print(f"Call {self.num_calls} of {self.func.__name__!r}")
+            return self.func()
+
+
+::
+
+     a function
+     Call 1 of 'func'
+     Call 2 of 'func'
+
+
+Descriptors
+----------------------------
+
+توصیف‌گر (Descriptor) کلاسی است که کنترل عملیات‌های دریافت (get)، تنظیم (set) و حذف (delete) را بر روی یک attribute از شی‌ای دیگر را فراهم می‌کند. Descriptor یک راهکار پایتونی (Pythonic) برای ایجاد مکانیزم get & set رایج در دیگر زبان‌های برنامه‌نویسی می‌باشد.
+
+**چگونه می‌توان یک Descriptor در پایتون ایجاد کرد؟** [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#implementing-descriptors>`__]
+
+۱- یک کلاس ایجاد کنیم که در آن حداقل یکی از متدهای خاص ``__set__`` ،``__get__`` و ``__delete__`` بازپیاده‌سازی (یا بهتر است بگوییم Override) شود.
+
+۲- از شی این کلاس به عنوان مقدار attribute مناسب از کلاس مورد نظر استفاده کنیم.
+
+
+**کاربرد Descriptor پایتون چیست؟**
+
+هر زمان بخواهیم رویدادهایی همچون دریافت (get)، تنظیم (set) و حذف (delete) را بر روی یک attribute کنترل کنیم. برای مثال کلاسی شامل یک attribute با نام ایمیل (email) است، می‌خواهیم پیش از تنظیم مقدار بر روی این فیلد، مقدار جدید به صورت خودکار اعتبارسنجی (Validation) شود و در صورت صحت عملیات انجام شود:
+
+
+.. code-block:: python
+    :linenos:
+
+
+    import re
+
+    class EmailField:
+
+        def __init__(self, email=None):
+            self.email = email
+
+        def __get__(self, instance, owner=None):
+            print('-' * 10, 'CALLED[__get__]')
+            print('instance:', instance)
+            print('owner:', owner)
+            print('-' * 30)
+            print()
+
+            return self.email
+
+        def __set__(self, instance, value):
+            print('-' * 10, 'CALLED[__set__]')
+            print('instance:', instance)
+            print('value:', value)
+            print('-' * 30)
+
+            if re.match('^[a-zA-Z0-9_.+-]+@[a-zA-Z0-9-]+.[a-zA-Z0-9-.]+$', value):
+                self.email = value
+                print('Successful!\n')
+            else:
+                print(f'{value} is not a valid email!\n')
+
+
+    class Student:
+        email = EmailField()
+
+
+    obj = Student()
+
+    email = obj.email               # CALLED[__get__]
+
+    obj.email = 'python$$1400'      # CALLED[__set__]
+
+    obj.email = 'python@coderz.ir'  # CALLED[__set__]
+
+    print(obj.email)                # CALLED[__get__]
+
+
+::
+
+    ---------- CALLED[__get__]
+    instance: <__main__.Student object at 0x7f828bb9f4e0>
+    owner: <class '__main__.Student'>
+    ------------------------------
+
+    ---------- CALLED[__set__]
+    instance: <__main__.Student object at 0x7f828bb9f4e0>
+    value: python$$1400
+    ------------------------------
+    python$$1400 is not a valid email!
+
+    ---------- CALLED[__set__]
+    instance: <__main__.Student object at 0x7f828bb9f4e0>
+    value: python@coderz.ir
+    ------------------------------
+    Successful!
+
+    ---------- CALLED[__get__]
+    instance: <__main__.Student object at 0x7f62e42c64e0>
+    owner: <class '__main__.Student'>
+    ------------------------------
+
+    python@coderz.ir
+
+
+در نمونه کد، بالا کلاس ``EmailField`` یک Descriptor برای اتریبیوت ``email`` از کلاس ``Student`` می‌باشد. همانطور که مشاهده می‌شود، هرگاه مقداری به ``email`` انتساب داده می‌شود (سطرهای ۳۸ و ۴۰)، به صورت خودکار متد ``__set__`` از کلاس Descriptor آن فراخوانی می‌گردد و به همین ترتیب هرگاه مقدار آن درخواست می‌گردد (سطرهای ۳۶ و ۴۲)، متد ``__get__`` فراخوانی می‌گردد.
+
+پیشنهاد می‌شود در صورت امکان مقدار attribute را توسط Descriptor نگهداری نکنید و از Descriptor تنها برای انجام عملیات‌ مربوطه استفاده نمایید. بنابراین مثال قبل را می‌توانیم به صورت زیر بازنویسی نماییم:
+
+
+.. code-block:: python
+    :linenos:
+
+    import re
+
+    class EmailField:
+
+        def __init__(self, attr_name):
+            self.attr_name = attr_name
+
+        def __get__(self, instance, owner=None):
+            return instance.__dict__.get(self.attr_name)
+
+        def __set__(self, instance, value):
+            if re.match('^[a-zA-Z0-9_.+-]+@[a-zA-Z0-9-]+.[a-zA-Z0-9-.]+$', value):
+                instance.__dict__[self.attr_name] = value
+
+
+    class Student:
+        email = EmailField('email')
+
+
+    obj = Student()
+    obj.email = 'python@coderz.ir'
+
+    print(obj.email)
+
+
+::
+
+    python@coderz.ir
+
+
+در این روش تنها نام attribute نگهداری و از آن برای دستیابی به مقدار آن attribute، از طریق خود شی اقدام کردیم.
+
+اگر از **نسخه 3.6 به بعد پایتون** بهره‌مند هستید،‌ با استفاده از متد ``__set_name__`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__set_name__>`__] در کلاس Descriptor، دیگر حتی نیازی به پیاده‌سازی متد ``__init__`` و ارسال دستی نام attribute هم نخواهد بود:
+
+
+.. code-block:: python
+    :linenos:
+
+    import re
+
+    class EmailField:
+
+        def __set_name__(self, owner, name):
+            self.attr_name = name
+
+        def __get__(self, instance, owner=None):
+            return instance.__dict__.get(self.attr_name)
+
+        def __set__(self, instance, value):
+            if re.match('^[a-zA-Z0-9_.+-]+@[a-zA-Z0-9-]+.[a-zA-Z0-9-.]+$', value):
+                instance.__dict__[self.attr_name] = value
+
+
+    class Student:
+        email = EmailField()
+
+
+.. tip:: 
+
+  از Descriptor تنها برای Class Attributeها می‌توان استفاده کرد.
+
+
+
+
+property@
+----------------------------
+
+خیلی ساده، این دکوراتور (``property@``) را می‌توان یک Descriptor سطح بالا دانست که توسط کتابخانه استاندارد پایتون برای Instance Attributeها فراهم آورده شده است. به نمونه کد زیر توجه نمایید:
+
+.. code-block:: python
+    :linenos:
+
+    import re
+
+    class Contact:
+
+        def __init__(self, name, phone):
+            self._name = name
+            self._phone = phone
+
+        @property
+        def name(self):
+            return self._name
+	
+        @name.setter
+        def name(self, new_name):
+            if new_name and len(new_name) > 0:
+                self._name = new_name
+            else:
+                print("Please enter a valid name")
+
+        @name.deleter
+        def name(self):
+            del self._name
+
+        @property
+        def phone(self):
+            return self._phone
+
+
+        @phone.setter
+        def phone(self, new_phone):
+            if re.match(r'^09\d{9}$', new_phone):
+                self._phone = new_phone
+            else:
+                print("Please enter a valid phone")
+
+        @phone.deleter
+        def phone(self):
+            del self._phone
+
+
+    obj = Contact(name='Saeid', phone='09999999999')
+
+    obj.phone = '09123456'
+    print('-' * 30)
+    print(obj.name)
+    print(obj.phone)
+
+
+::
+
+     Please enter a valid phone
+     ------------------------------
+     Saeid
+     09999999999
+
+
+در این مثال، کلاس ``Contact`` حاوی دو Instance Attribute با نام‌های ``name`` و ``phone`` می‌باشد. برای اینکه بتوانیم رویدادهایی همچون دریافت (get)، تنظیم (set) و حذف (delete) را بر روی آن‌ها کنترل کنیم، از دکوراتور ``property@`` استفاده کردیم. به این صورت که:
+
+**۱-** نخست باید توجه داشت که نام Attributeها با یک کاراکتر ``_`` شروع کردیم. با این کار به دیگر برنامه‌نویسان خواهیم گفت که این Attribute با سطح دسترسی protected می‌باشد (درس بیستم)::
+
+    def __init__(self, name, phone):
+        self._name = name
+        self._phone = phone
+
+**۲-** برای هر کدام یک متد getter ساختیم و به آن دکوراتور ``property@`` انتساب دادیم. نام این متد را همنام با Attributeها ولی بدون ``_`` انتخاب کردیم::
+
+    @property
+    def name(self):
+        return self._name
+
+    @property
+    def phone(self):
+        return self._phone   
+
+
+نام این متد هر چیزی انتخاب شود، در زمان درخواست مقدار Attribute باید از این نام (به جای نام اصلی Attribute) استفاده گردد (سطرهای ۴۵ و ۴۶).
+
+**۳-** اکنون می‌توانیم دو متد دیگر برای عملیات set و delete پیاده‌سازی کنیم و به آن‌ها دکوراتورهای زیر را انتساب دهیم::
+
+     @<property_getter_method_name>.setter
+     @<property_getter_method_name>.deleter
+
+
+بخش نخست از نام دکوراتور (property_getter_method_name) می‌بایست همان نام متد getter باشد.
+
+در این مثال ما از همان نام متد getter برای نام‌گذاری این دو متد استفاده کردیم. ولی باید توجه داشته باشید که نام این دو متد هر چیزی انتخاب شود، در زمان تنظیم مقدار (سطر ۴۳) یا حذف Attribute باید از این نام (به جای نام اصلی Attribute) استفاده گردد.
+
+
+
+.. tip:: 
+
+  از ``property@`` تنها برای Instance Attributeها می‌توان استفاده کرد.
+
+
+یک کاربرد پنهان در استفاده از ``property@``، امکان ایجاد Attributeهای **read-only** و غیرقابل تغییر پس از نمونه‌سازی شی خواهد بود. برای این منظور تنها کافی است از پیاده‌سازی متد setter صرف‌نظر کنیم! به نمونه کد پایین توجه نمایید:
+
+
+.. code-block:: python
+    :linenos:
+
+    class StaticNumber:
+
+        def __init__(self, number):
+            self._number = number
+
+        @property
+        def number(self):
+            return self._number
+
+
+
+    obj = StaticNumber(number='000111')
+
+    obj.number = '000222'
+
+::
+
+    Traceback (most recent call last):
+      File "sample.py", line 14, in <module>
+        obj.number = '000222'
+    AttributeError: can't set attribute
+
+
+
+
+  
+  
+Context Manager و دستور ``with/as``
+------------------------------------------
+
+یکی دیگر از قابلیت‌های کمتر شناخته شده در زبان برنامه‌نویسی پایتون، Context Manager می‌باشد [`اسناد پایتون <https://docs.python.org/3/library/stdtypes.html#typecontextmanager>`__]. با این حال اکثر برنامه‌نویسان پایتون به صورت مداوم از آن بهره می‌گیرند. اگر درس دهم را به یاد داشته باشیم، از دستور ``with/as`` برای کار با فایل‌ها در پایتون استفاده می‌کردیم و شاهد راحتی و زیبایی کارها نسبت به قبل بودیم. در آن زمان تنها اشاره شد که شی فایل پایتون را می‌توان با دستور ``with/as`` استفاده کرد چون این شی از قابلیت Context Manager پشتیبانی می‌کند.
+
+به صورت کلی Context Manager در زبان برنامه‌نویسی پایتون قابلیتی برای مدیرت منابع (فایل‌ها، دیتابیس، ارتباط و سایر منابع) می‌باشد، منابعی که کار کردن با آن‌ها همواره نیازمند عملیات‌ ثابتی همچون باز (Open) و بسته (Close) - Start/Stop, Lock/Release, Change/Reset - کردن هستند. 
+
+در این بخش می‌خواهیم به بررسی چگونگی ایجاد یک کلاس به همراه قابلیت  Context Manager بپردازیم که در نهایت از اشیای آن بتوانیم در کنار دستور ``with/as`` استفاده نماییم. ابتدا اجازه دهید بار دیگر ساختار دستور ``with/as`` را بررسی نماییم::
+
+    with context_expression [as target]:
+        with_statement_body
+
+در این ساختار بخش ``as`` اختیاری بوده و تنها زمانی که در داخل بدنه دستور ``with`` به شی تولید شده توسط ``context_expression`` نیاز داشته باشیم، استفاده می‌گردد؛ در این صورت یک ارجاع از شی مورد نیاز به نام دلخواه ``target`` ایجاد و در دسترس قرار می‌گیرد. ``context_expression`` نیز معرف یک شی‌ای است که توانایی مدیریت یا handle کردن دو وضعیت «ورود به» (entry into) و «خروج از» (exit from) را داشته باشد. برای ایجاد همچین شی‌ای می‌بایست دو متد خاص ``__enter__`` 	[`اسناد پایتون <https://docs.python.domainunion.de/3/reference/datamodel.html#object.__enter__>`__] و ``__exit__`` [`اسناد پایتون <https://docs.python.domainunion.de/3/reference/datamodel.html#object.__exit__>`__] را در کلاس مورد نظر خود پیاده‌سازی کنیم:
+
+.. code-block:: python
+    :linenos:
+    
+    class SampleContextManager:
+        def __enter__(self):
+            print('---> Entered into context manager!')
+
+        def __exit__(self, *args):
+            print('<--- Exiting from context manager!')
+
+
+    with SampleContextManager():
+        print('Inside context manager!')
+
+::
+
+    ---> Entered into context manager!
+    Inside context manager!
+    <--- Exiting from context manager!
+
+همانطوری که از خروجی نمونه کد بالا قابل مشاهده می‌باشد، در هنگام اجرای دستور ``with``، ابتدا متد ``__enter__`` از شی Context Manager و سپس دستورات داخل بدنه دستور ``with`` و در نهایت نیز متد ``__exit__`` از شی Context Manager اجرا می‌گردد.
+
+
+اگر بخواهیم کمی عمیق‌تر به ماجرا نگاه کنیم:
+
+* اجرای متد ``__enter__`` زمانی است که خط اجرای برنامه می‌خواهد وارد اجرای دستورات داخل ``with`` یا به اصطلاح  وارد runtime context شود و خروجی این متد می‌بایست شی‌ای باشد که می‌خواهیم در طول اجرای دستور  ``with`` یا به اصطلاح context، با آن کار کنیم. البته خروجی می‌تواند ``None`` باشد ولی باید توجه داشت که خروجی این متد است که توسط دستور ``as`` به نام ``target`` ارجاع می‌خورد!
+
+* اجرای متد ``__exit__`` زمانی است که انجام کار دستورات ``with`` یا اجرای context به پایان رسیده است. این متد در واقع  فرصتی برای تمیزکاری یا به اصطلاح clean up کردن آثار اجرای context می‌باشد. به مانند پاک کردن فایل‌هایی که موقت ایجاد شده‌اند، حذف اشیای اضافی باقی‌مانده یا انجام عمل بستن یک فایل یا پایان دادن یک ارتباط (Connection) یا...
+
+برای آشنایی بیشتر در نمونه کد زیر یک Wrapper برای شی فایل ایجاد کرده‌ایم:
+
+.. code-block:: python
+    :linenos:
+    
+    class FileWritterWrapper:
+        def __init__(self, filename):
+            self.filename = filename
+        
+        def __enter__(self):
+            self.opened_file = open(self.filename, 'a')
+            self.opened_file.write('====== OPEN FILE ======\n')
+            return self.opened_file
+    
+        def __exit__(self, *args):
+            self.opened_file.write('\n====== CLOSE FILE ======\n')
+            self.opened_file.close()
+
+
+    with FileWritterWrapper('test_log.txt') as managed_file:
+        managed_file.write('Inside context manager!')
+
+محتویات فایل test_log.txt، پس از اجرای کد بالا:
+
+::
+
+    
+    ====== OPEN FILE ======
+    Inside context manager!
+    ====== CLOSE FILE ======
+
+به متد ``__exit__`` برگردیم، براساس مستندات پایتون تعریف کامل این متد به شکل زیر است::
+
+    __exit__(self, exc_type, exc_value, traceback)
+
+سه پارامتر انتهایی در صورت بروز Exception هنگام اجرای context (دستورات داخل بدنه ``with``) دارای مقدار غیر ``None`` و در غیر این صورت برابر با مقدار ``None`` خواهند بود. وجود این مقادیر به معنی عدم پایان صحیح context می‌باشد که ممکن است بتواند در گرفتن تصمیم شما در زمان خروج از context تاثیر داشته باشد.
+
+.. code-block:: python
+    :linenos:
+
+    class SampleContextManager:
+        def __enter__(self):
+            print('---> Entered into context manager!')
+
+        def __exit__(self, exc_type, exc_value, traceback):
+            print('exc_type:', exc_type)
+            print('exc_value:', exc_value)
+            print('traceback:', traceback)
+            print('<--- Exiting from context manager!')
+
+
+    with SampleContextManager():
+        print('|||||||||Inside context manager! - Top')
+        a = 8 / 0
+        print('|||||||||Inside context manager! - Bottom')
+
+
+    print('***FINISH***')
+
+::
+
+     ---> Entered into context manager!
+     |||||||||Inside context manager! - Top
+     exc_type: <class 'ZeroDivisionError'>
+     exc_value: division by zero
+     traceback: <traceback object at 0x7f1c8aebd0c8>
+     <--- Exiting from context manager!
+     Traceback (most recent call last):
+       File "sample.py", line 14, in <module>
+         a = 8 / 0
+     ZeroDivisionError: division by zero
+
+
+همان‌طور که از نمونه کد بالا قابل مشاهده است، در زمان اجرای دستورات context یک خطای (تقسیم بر صفر) ``ZeroDivisionError`` رخ داده است. نکته قابل توجه این است که حتی با وجود بروز خطا و ناتمام ماندن اجرای context، ولی بدنه متد ``__exit__`` به صورت کامل اجرا شده است. در واقع مفسر پایتون اعلام Exception را که می‌تواند منجر به توقف کل برنامه شود را به صورت موقت تا پایان اجرا ``__exit__`` معلق نگه می‌دارد.
+
+در چنین حالتی اگر متد ``__exit__`` مقدار ``True`` را برگرداند، مفسر پایتون از بروز Exception خودداری خواهد کرد:
+
+.. code-block:: python
+    :linenos:
+
+    class SampleContextManager:
+        def __enter__(self):
+            print('---> Entered into context manager!')
+
+        def __exit__(self, exc_type, exc_value, traceback):
+            print('exc_type:', exc_type)
+            print('exc_value:', exc_value)
+            print('traceback:', traceback)
+            print('<--- Exiting from context manager!')
+            return True
+
+
+    with SampleContextManager():
+        print('|||||||||Inside context manager! - Top')
+        a = 8 / 0
+        print('|||||||||Inside context manager! - Bottom')
+
+
+    print('***FINISH***')
+
+::
+
+    ---> Entered into context manager!
+    |||||||||Inside context manager! - Top
+    exc_type: <class 'ZeroDivisionError'>
+    exc_value: division by zero
+    traceback: <traceback object at 0x7f4b3d520048>
+    <--- Exiting from context manager!
+    ***FINISH***
+
+یادآوری:‌ می‌دانیم که خروجی هر تابع یا متد به صورت پیش‌فرض برای ``None`` می‌باشد و این مقدار در مقام ارزش‌سنجی بولین، ارزشی برابر با مقدار ``False`` دارد.
+
+*در طی دروس آینده به مبحث Exception و مدیریت آن خواهیم پرداخت.*
+
+ 
+
+
+
+|
+
+----
+
+:emoji-size:`😊` امیدوارم مفید بوده باشه
+
+
+
+
diff --git a/source/lessons/l22-type-hinting-and-data-class-in-python.rst b/source/lessons/l22-type-hinting-and-data-class-in-python.rst
index dcc5be2..6dc9196 100644
--- a/source/lessons/l22-type-hinting-and-data-class-in-python.rst
+++ b/source/lessons/l22-type-hinting-and-data-class-in-python.rst
@@ -1,893 +1,893 @@
-.. role:: emoji-size
-
-.. meta::
-   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس بیست و دوم: شی گرایی (OOP) در پایتون: Type Hinting و دیتا کلاس (Data Class)
-
-
-.. _lesson-22: 
-
-درس ۲۲: شی گرایی (OOP) در پایتون: Type Hinting و دیتا کلاس (Data Class)
-===================================================================================================
-
-.. figure:: /_static/pages/22-python-object-oriented-programming-type-hinting-data-class.jpg
-    :align: center
-    :alt: شی گرایی (OOP) در پایتون: Type Hinting و دیتا کلاس (Data Class)
-    :class: page-image
-
-    Photo by `Stefan Widua <https://unsplash.com/photos/vdds_nsH-FE>`__
-
-این درس به عنوان آخرین بخش از دروس آموزش شی‌گرایی در زبان برنامه‌نویسی پایتون به شرح یک ویژگی جدید در این زبان با نام **دیتا کلاس (Data Class)** می‌پردازد. البته پیش از شروع لازم است با یک سینتکس جدید نیز در پایتون آشنا شویم، در این سینتکس ما نوع داده‌های خود را نیز به صراحت ذکر می‌کنیم، شیوه‌ای که Type Hints [`PEP 484 <https://www.python.org/dev/peps/pep-0484/>`__] خوانده می‌شود. هنگام ایجاد دیتا کلاس (Data Class) به دانش این سینتکس نیاز خواهیم داشت.
-
-
-توجه داشته باشید که تمام مطالب این درس تنها از نسخه‌های 3.5 به بعد پایتون پشتیبانی می‌گردد (هر جایی که به نسخه‌ای بالاتر نیاز باشد، به صراحت ذکر می‌گردد).
-
-
-
-:emoji-size:`✔` سطح: متوسط
-
-----
-
-
-.. contents:: سرفصل‌ها
-    :depth: 2
-
-----
-
-
-
-Type Hinting
-----------------------------
-
-زبان برنامه‌نویسی پایتون همچنان یک زبان برنامه‌نویسی پویا (Dynamic) می‌باشد اما این زبان از نسخه 3.5 به بعد تلاش کرده در پاسخ به نیاز کامیونیتی و نیز کمک به توسعه و بهبود عملکرد ابزارهای شخص ثالث (3rd party) همچون Linterها، Type checkerها یا IDEها، استاندارد و نیز سینتکس امکان درج نوع را فراهم بیاورد. سینتکس این قابلیت در پایتون الهام گرفته از ابزار mypy [`وب‌سایت <http://mypy-lang.org>`__] که یک Static type checker است، می‌باشد. 
-
-[`مطالعه بیشتر:‌ پرسش و پاسخ مرتبط در StackOverflow <https://stackoverflow.com/q/32557920>`__]
-
-کد نویسی با Type Hinting یک امر اختیاری بوده که در واقع چیزی مشابه مستندسازی می‌باشد ولی باعث افزایش خوانایی کد می‌گردد. همچنین به شرط استفاده از ابزارهای استاندارد و بررسی کامل کد پیش از اجرا، می‌تواند از بروز برخی خطاهای runtime جلوگیری نماید.
-
-
-استفاده از mypy
-~~~~~~~~~~~~~~~~~~~~~~
-
-نمونه کدهایی که در این بخش ارائه می‌شود، همگی قابلیت تست یا بررسی نوع را با ابزارهای  شخص ثالث استاندارد همچون mypy را دارد. برای استفاده از این ابزار می‌بایست ابتدا آن را نصب نمایید::
-
-     $ pip3 install mypy
-
-
-پس از نصب جهت بررسی کد، ابتدا لازم است کد خود را با استفاده از mypy کامپایل نمایید::
-
-     $ mypy program.py
-
-
-این دستور خطاهای احتمالی از عدم رعایت نوع مناسب در برنامه را پیدا و گزارش می‌دهد. پس از بررسی، debugging و رفع خطاهای احتمالی اکنون می‌توانید برنامه خود را اجرا نمایید::
-
-
-     $ python3 program.py
-
-
-Variable Annotations 
-~~~~~~~~~~~~~~~~~~~~~~
-
-سینتکس درج نوع برای متغییرها که در نسخه 3.6 پایتون ارائه گشته است [`PEP 526 <https://www.python.org/dev/peps/pep-0526/>`__]. بر اساس این سند، سینتکس تعریف یک متغیر به همراه نوع به صورت زیر خواهد بود::
-
-    var: annotation
-
-که در آن var نام متغیر و annotation نوع مورد نظر خواهد بود. همچنین چنانچه بخواهیم همزمان با اعلان نوع، یک مقدار اولیه نیز به متغیر خود انتساب دهیم::
-
-    var: annotation = value
-
-
-::
-
-
-    >>> a: int
-    >>> a
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-    NameError: name 'a' is not defined
-    >>> a = 10
-    >>> a
-    10
-
-توجه داشته باشید، تا قبل از عمل انتساب هنوز متغیری ایجاد نشده است، چرا که این نام نمی‌داند باید به چه مقداری در حافظه اشاره داشته باشد.
-
-::
-
-    >>> item: int
-    >>> for item in [1, 3, 9]:
-    ...     print(item)
-    ... 
-    1
-    3
-    9
-
-
-
-::
-
-    >>> a: int = 5
-    >>> a
-    5
-    >>> type(a)
-    <class 'int'>
-
-
-**اسکریپت زیر را در نظر بگیرید:**
-
-
-.. code-block:: python
-    :linenos:
-
-    # sample.py
-
-    a: int
-
-    a = 'python'
-
-    print(type(a))
-    print(a)
-
-چنانچه اسکریپت فوق را با پایتون اجرا نماییم- اسکریپت فوق بدون هیچ خطایی اجرا می‌گردد::
-
-    $ python3 sample.py                                                                     
-    <class 'str'>
-    python
-
-ولی اگر اسکریپت فوق را با mypy تست نماییم::
-
-    $ mypy sample.py
-    sample.py:5: error: Incompatible types in assignment (expression has type "str", variable has type "int")
-    Found 1 error in 1 file (checked 1 source file)
-
-یک خطا گزارش می‌گردد (بر روی سطر ۵)، چرا که نوع متغییر ``a`` برابر ``int`` مشخص شده است ولی با یک مقدار از نوع ``str`` مقداردهی شده است.
-
-
-Function Annotations 
-~~~~~~~~~~~~~~~~~~~~~~
-
-سند [`PEP 3107 <https://www.python.org/dev/peps/pep-3107/>`__] به ارائه سینتکس مربوط به اعلام نوع در تعریف پارامترها و نیز نوع مقدار خروجی در پایتون می‌پردازد::
-
-    def func(arg: arg_type, optarg: arg_type = default) -> return_type:
-        ...
-
-::
-
-    >>> a: int = 7
-
-    >>> def square_area(x:int=2) -> int:
-    ...     return x * x
-    ... 
-    >>> square_area()
-    4
-    >>> square_area(5)
-    25
-
-
-::
-
-    >>> square_area.__annotations__
-    {'x': <class 'int'>, 'return': <class 'int'>}
-
-    >>> __annotations__
-    {'a': <class 'int'>}
-
-با استفاده از یک attribute ویژه در پایتون به نام ``__annotations__`` می‌توان در زمان runtime به مشخصات و نوع تعریف شده در یک شی تابع، کلاس یا ماژول دسترسی پیدا کرد.
-
-*توجه داشته باشید منظور annotations در پایتون عباراتی هستند که با سینتکس خاص معرفی شده توسط Variable Annotations و... ایجاد می‌شوند.*
-
-برای توابعی که فاقد دستور ``return`` هستند، نوع خروجی می‌بایست به صورت ``None <-`` تعریف گردد. چرا که حتی توابع فاقد ``return`` نیز به صورت ضمنی شامل دستور ``return None`` هستند::
-
-
-    >>> def print_item(x:str='') -> None:
-    ...     print(x)
-
-
-
-سینتکس annotation برای پارامترهایی ``kwargs**`` و ``args*`` به صورت زیر می‌باشد::
-
-    >>> def print_all(*args:str, **kwargs:str) -> None:
-    ...     print('args:', args)
-    ...     print('kwargs:', kwargs)
-    ... 
-    >>> 
-    >>> print_all('s', ('a', 'e'))
-    args: ('s', ('a', 'e'))
-    kwargs: {}
-    >>> print_all('d', 'c', param='pppp')
-    args: ('d', 'c')
-    kwargs: {'param': 'pppp'}
-
-در این مواقع نیز می‌بایست نوع با دقت مشخص گردد.
-
-
-
-Class Annotations 
-~~~~~~~~~~~~~~~~~~~~~~
-
-بر اساس مطالب ارائه شده تا این لحظه می‌توان ساختار یک کلاس را به صورت زیر در نظر گرفت:
-
-
-.. code-block:: python
-    :linenos:
-
-    from typing import ClassVar
-
-    class Sample:
-
-        a: str = 'a_data'
-        b: ClassVar[str] = "b_data"
-
-        x: int
-
-        def __init__(self, x: int, y:int=8) -> None:
-            self.x = x
-            self.y = y
-
-کلاس ``Sample`` شامل دو Class Attribute با نام‌های ``a`` و ``b`` - همچنین دو Instance Attribute به نام‌های  ``x`` و ``y`` می‌باشد. به دو شیوه تعریف هر کدام در مثال بالا توجه نمایید.
-
-نوع ``ClassVar`` یک wrapper برای نوع متغیرهای داخل کلاس می‌باشد که وظیفه آن برچسب زدن یک متغیر به عنوان Class Attribute می‌باشد. این wrapper از داخل ماژول ``typing`` در دسترس خواهد بود [`اسناد پایتون <https://docs.python.org/3/library/typing.html#typing.ClassVar>`__]. به منظور افزایش خوانایی بهتر است تمامی Class Attribute با استفاده از ``ClassVar`` نوع گذاری گردند.
-
-به حاصل دستورات زیر در رابطه با کلاس ``Sample`` مثال قبل توجه نمایید:
-
-
-
-
-.. code-block:: python
-    :linenos:
-
-
-    obj = Sample(5)
-
-    print('\nSEC#01', '-' * 30)
-    print('Class  Atrr:', dir(Sample))
-    print('Object Atrr:', dir(obj))
-
-    print('\nSEC#02', '-' * 30)
-    print(Sample.__annotations__)
-    print(obj.__annotations__)
-
-    print('\nSEC#03', '-' * 30)
-    print('Class  vars:', vars(Sample))
-    print('Object vars:', vars(obj))
-
-    print('\nSEC#04', '-' * 30)
-    print('x:', obj.x)
-    print('y:', obj.y)
-    print('a:', Sample.a)
-    print('b:', Sample.b)
-
-    print('\nSEC#05', '-' * 30)
-
-    obj.x = 10
-    obj.y = 16
-    Sample.a = "PYTHON"
-    Sample.b = "LANGUAGE"
-    print('x:', obj.x)
-    print('y:', obj.y)
-    print('a:', Sample.a)
-    print('b:', Sample.b)
-
-
-::
-    
-    SEC#01 ------------------------------
-    Class  Atrr: ['__annotations__', '__class__', '__delattr__', '__dict__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__gt__', '__hash__', '__init__', '__init_subclass__', '__le__', '__lt__', '__module__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__setattr__', '__sizeof__', '__str__', '__subclasshook__', '__weakref__', 'a', 'b']
-    Object Atrr: ['__annotations__', '__class__', '__delattr__', '__dict__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__gt__', '__hash__', '__init__', '__init_subclass__', '__le__', '__lt__', '__module__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__setattr__', '__sizeof__', '__str__', '__subclasshook__', '__weakref__', 'a', 'b', 'x', 'y']
-
-    SEC#02 ------------------------------
-    {'a': <class 'str'>, 'b': typing.ClassVar[str], 'x': <class 'int'>}
-    {'a': <class 'str'>, 'b': typing.ClassVar[str], 'x': <class 'int'>}
-
-    SEC#03 ------------------------------
-    Class  vars: {'__module__': '__main__', '__annotations__': {'a': <class 'str'>, 'b': typing.ClassVar[str], 'x': <class 'int'>}, 'a': 'a_data', 'b': 'b_data', '__init__': <function Sample.__init__ at 0x7faae8f16bf8>, '__dict__': <attribute '__dict__' of 'Sample' objects>, '__weakref__': <attribute '__weakref__' of 'Sample' objects>, '__doc__': None}
-    Object vars: {'x': 5, 'y': 8}
-
-
-    SEC#04 ------------------------------
-    x: 5
-    y: 8
-    a: a_data
-    b: b_data
-
-    SEC#05 ------------------------------
-    x: 10
-    y: 16
-    a: PYTHON
-    b: LANGUAGE
-
-
-تابع ``vars`` تمام attributeهای شی دریافتی را در قالب یک شی دیکشنری برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/functions.html#vars>`__].
-
-
-
-ماژول typing
-~~~~~~~~~~~~~~~~~~~~~~
-
-این ماژول از نسخه 3.5 با هدف فراهم آوردن پشتیبانی از Type Hinting در Runtime پایتون، افزوده شده است [`اسناد پایتون <https://docs.python.org/3/library/typing.html>`__]. 
-
-برخی از مواردی که این ماژول در پشتیبانی از قابلیت Type Hints فراهم آورده است به شرح زیر است. جهت آشنایی بیشتر می‌توانید به صفحه اصلی مستندات مراجعه نمایید.
-
-
-**-- معادل برخی از انواع --**
-
-تاکنون فقط به ذکر نوع از انواع ساده‌ای همچون ``int`` و ``str`` پرداخته‌ایم، با این حال ذکر نوع برای نوع داده دیکشنری که شامل اعضایی به صورت کلید:مقدار بوده و هر عضو نیز می‌تواند از دو نوع مختلف باشد چگونه باید انجام شود؟ در پاسخ باید گفت که ماژول ``typing`` یک سری انواع معادل فراهم آورده است.
-
-
-* ``Dict`` [`اسناد پایتون <https://docs.python.org/3/library/typing.html#typing.Dict>`__] معادل ``dict``
-
-  ::
-
-       >>> from typing import Dict
-
-       >>> d: Dict[str, int] = {'a': 97, 'b': 98, 'c': 99, 'd': 100}
-
-       >>> d
-       {'a': 97, 'b': 98, 'c': 99, 'd': 100}
-       >>> type(d)
-       <class 'dict'>
-       >>> isinstance(d, dict)
-       True
-
-
-  ::
-
-       >>> d = {'a': 97, 'b': 98, 'c': 99, 'd': 100}
-
-
-
-* ``List`` [`اسناد پایتون <https://docs.python.org/3/library/typing.html#typing.List>`__] معادل ``list``
-
-  ::
-
-       >>> from typing import List
-
-       >>> L: List[int] = [97, 98, 99, 100]
-
-       >>> L
-       [97, 98, 99, 100]
-       >>> type(L)
-       <class 'list'>
-       >>> isinstance(L, list)
-       True
-
-
-  ::
-
-       >>> L = [97, 98, 99, 100]
-
-
-
-
-* ``Set`` [`اسناد پایتون <https://docs.python.org/3/library/typing.html#typing.Set>`__] معادل ``set``
-
-  ::
-
-       >>> from typing import Set
-
-       >>> s: Set[str] = {'a', 'b', 'c', 'd'}
-
-       >>> s
-       {'d', 'c', 'a', 'b'}
-       >>> type(s)
-       <class 'set'>
-       >>> isinstance(s, set)
-       True
-
-  ::
-
-       >>> s = {'a', 'b', 'c', 'd'}
-
-
-|
-
-
-
-**-- NewType --**
-
-با استفاده از این تابع می‌توان یک نوع جدید یا در واقع یک Wrapper شخصی برای انواع موجود ایجاد نماییم [`اسناد پایتون <https://docs.python.org/3/library/typing.html#newtype>`__].
-
-
-سینتکس ``NewType('UserId', int)`` یک نوع جدید با نام ``UserId`` بر اساس نوع اصلی ``int`` ایجاد می‌کند. توجه داشته باشید که نوع جدید تنها از نظر ظاهر برای ابزارهای type checker متفاوت بوده ولی در پایتون همان ماهیت نوع اصلی را خواهد داشت:
-
-::
-
-       >>> from typing import NewType
-
-       >>> UserId = NewType('UserId', int)
-
-       >>> some_id = UserId(524313)
-
-       >>> some_id
-       524313
-       >>> type(some_id)
-       <class 'int'>
-       >>> isinstance(some_id, int)
-       True
-
-::
-
-      >>> def get_user_name(user_id: UserId) -> str:
-      ...      if user_id == 1633:
-      ...          return 'saeid'
-      ...      else:
-      ...          return ''
-      ... 
-      >>> saeid_id = UserId(1633)
-      >>> get_user_name(saeid_id)
-      'saeid'
-
-|
-
-**-- Any --**
-
-یک نوع خاص که به معنی هر نوعی می‌باشد، در واقع ``Any`` هر نوعی می‌تواند باشد [`اسناد پایتون <https://docs.python.org/3/library/typing.html#the-any-type>`__]. دو قطعه کد زیر از نظر ابزارهای type checker کاملا مشابه یکدیگر هستند:
-
-::
-
-        >>> def func(param):
-        ...     return param
-        ... 
-        >>> 
-
-::
-
-        >>> from typing import Any
-        >>> def func(param: Any) -> Any:
-        ...     return param
-        ... 
-        >>> func(4)
-        4
-        >>> func('py')
-        'py'
-        >>> func([0, 1, 2])
-        [0, 1, 2]
-
-
-|
-
-**-- Callable --**
-
-یک نوع خاص دیگر برای شرح نوع یک شی Callable (درس هفدهم) به مانند توابع می‌باشد [`اسناد پایتون <https://docs.python.org/3/library/typing.html#callable>`__]. ساختار این نوع به صورت زیر است:
-
-::
-
-        Callable[[Arg1Type, Arg2Type,...], ReturnType]
-
-
-به مثال زیر توجه نمایید:
-
-.. code-block:: python
-    :linenos:
-
-    from typing import Any, Callable
-
-    class Response:
-
-        def __init__(self, code:int, message:str, result:Any) -> None:
-            self.code = code
-            self.message = message
-            self.result = result
-
-
-    def success_handler(result:Any) -> None:
-        pass
-
-
-    def error_handler(code:int, message:str) -> None:
-        pass
-
-
-    def async_query(on_success: Callable[[Any], None],
-                    on_error: Callable[[int, str], None]) -> Response:
-        pass
-
-
-    async_query(success_handler, error_handler)
-
-
-
-
-Data Classes
-----------------------------
-
-از **نسخه 3.7 پایتون** یک ویژگی جالب به پایتون اضافه گردید. دیتا کلاس **(Data Class)** [`PEP 557 <https://www.python.org/dev/peps/pep-0557>`__]، در واقع سینتکسی ساده‌سازی شده برای ایجاد کلاس‌هایی می‌باشد که معمولا تنها حاوی Instance Attribute هستند. این نوع کلاس با استفاده از دکوراتور ``dataclass@`` از ماژول ``dataclasses`` ایجاد می‌گردد [`اسناد پایتون <https://docs.python.org/3/library/dataclasses.html>`__]. برای مثال کلاس زیر را در نظر بگیرید:
-
-
-.. code-block:: python
-    :linenos:
-
-    from dataclasses import dataclass
-
-    @dataclass
-    class Student:
-        name: str
-        score: int
-
-    student = Student('Saeid', 70)
-    print(student)
-    print('-' * 30)
-    print(student.name)
-    print(student.score)
-    print('-' * 30)
-    print(Student('Saeid', 70) == Student('Saeid', 70))
-
-::
-
-    Student(name='Saeid', score=70)
-    ------------------------------
-    Saeid
-    70
-    ------------------------------
-    True
-
-
-در این نوع کلاس برای تعریف Attributeها از سینتکس  Variable Annotations [`PEP 526 <https://www.python.org/dev/peps/pep-0526/>`__] استفاده می‌شود. 
-
-باید توجه داشت که طبق سند PEP 484 پیروی از اصول Type Hints در پایتون اجباری نبوده، نیست و نخواهد شد. ولی Data Class یک استثناست و در آن حتما می‌بایست Attributeها به شیوه شرح داده شده، تعریف گردند و به آن‌ها فیلدهای (field) دیتا کلاس گفته می‌شود.
-
-از آنجا که این نوع کلاس برای ایجاد یک کاربرد عمومی از کلاس‌ها توسعه یافته (نگهداری اطلاعات)، بنابراین بسیاری از عملیات‌ها در آن خودکارسازی شده تا پیاده‌سازی این کلاس ساده‌تر از هر کلاس دیگری باشد. برای مثال نیازی به پیاده‌سازی متد ``__init__`` نیست و این متد به صورت خودکار برای کلاس ما ایجاد می‌گردد (به لطف Type Hinting!). اکنون اگر بخواهیم دیتاکلاس مثال قبل را به صورت عادی پیاده‌سازی کنیم:
-
-
-.. code-block:: python
-    :linenos:
-
-    class Student:
-
-        def __init__(self, name, score):
-            self.name = name
-            self.score = score
-
-
-    student = Student('Saeid', 70)
-    print(student)
-    print('-' * 30)
-    print(student.name)
-    print(student.score)
-    print('-' * 30)
-    print(Student('Saeid', 70) == Student('Saeid', 70))
-
-::
-
-    <__main__.Student object at 0x7f922a311518>
-    ------------------------------
-    Saeid
-    70
-    ------------------------------
-    False
-
-
-با مقایسه این دو خروجی، مشاهده می‌شود که مقدار چاپ شی (سطر ۹) و نیز حاصل مقایسه دو شی (سطر ۱۴) با مقادیر یکسان، متفاوت است. دلیل نیز پیشتر بیان شد،‌ تعدادی متد خاص همانند ``__init__`` برای دیتا کلاس‌ها به صورت خودکار تولید می‌شوند که با پیاده‌سازی پیش‌فرض متفاوت‌ بوده و بر نوع کاربرد این کلاس‌ها و راحتی استفاده تمرکز شده است. این پیاده‌سازی را می‌توان به صورت زیر نمایش داد:
-
-
-
-.. code-block:: python
-    :linenos:
-
-    class Student:
-
-        def __init__(self, name, score):
-            self.name = name
-            self.score = score
-
-        def __str__(self):
-            return (f'{self.__class__.__name__}'
-                    f'(name={self.name!r}, score={self.score!r})')
-
-        def __eq__(self, other):
-            return (self.name, self.score) == (other.name, other.score)
-
-
-    student = Student('Saeid', 70)
-    print(student)
-    print('-' * 30)
-    print(student.name)
-    print(student.score)
-    print('-' * 30)
-    print(Student('Saeid', 70) == Student('Saeid', 70))
-
-::
-
-    Student(name='Saeid', score=70)
-    ------------------------------
-    Saeid
-    70
-    ------------------------------
-    True
-
-از دروس پیش با متد ``__eq__`` آشنا هستیم، متد ``__str__`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__str__>`__] نیز یکی دیگر از متدهای خاص پایتون می‌باشد و هنگامی که یک شی می‌خواهد به نوع str تبدیل گردد، به صورت خودکار فراخوانی می‌گردد (**تبدیل به نوع رشته - درس هفتم**)، به صورت مشابه متد ``__repr__`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__repr__>`__] نیز قابل پیاده سازی است.
-
-
-بهتر است مقداردهی اولیه اشیای دیتاکلاس‌ها را به روش **نام=مقدار** انجام دهید (هنگام نمونه‌سازی)، در غیر این صورت اگر ترتیب تعریف فیلدها در کلاس را از بالا به پایین در نظر بگیریم، آنگاه ترتیب قرار گرفتن پارامترها در متد ``__init__`` که قرار است تولید شود، با حفظ ترتیب، از چپ به راست خواهند بود.
-
-به همین دلیل می‌بایست در ترتیب قرارگرفتن فیلدهایی که دارای مقدار پیش‌فرض هستند دقت کرد و آن‌ها را جزو فیلد‌های انتهایی درنظر گرفت. چرا که تعریف متد ``__init__`` با خطا مواجه می‌گردد. از تعریف توابع به یاد داریم، پارامتر با مقدار پیش‌فرض نمی‌تواند پیش از پارامتر بدون مقدار پیش‌فرض قرار بگیرد! برای مثال سینتکس تعریف تابع زیر اشتباه می‌باشد::
-
-        def func (a, b, name='s', d):
-                 ^
-    SyntaxError: non-default argument follows default argument
-
-
-.. _data-class-type-hinting: 
-
-Type Hinting
-~~~~~~~~~~~~~~~~~~~~~~
-
-تنها این Attributeهای یک دیتا کلاس است که می‌بایست بر اساس قوانین سینتکس Type Hinting نوشته شوند. در این بین برای درج Class Attributeها نیز می‌بایست حتما از ``ClassVar`` استفاده گردد، در غیر این صورت آن Attribute در حکم Instance Attribute خواهد بود.
-
-
-متد ``__post_init__``
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-دیتا کلاس‌ها همچنین می‌توانند شامل متد نیز باشند، چگونگی تعریف متد در دیتا کلاس تفاوتی با دیگر کلاس‌ها ندارد. 
-
-از طرفی می‌دانیم که متد ``__init__`` یک دیتا کلاس به صورت خودکار ایجاد می‌گردد و مرحله initialize شی از دستان ما خارج شده است. با این حال چنانچه اگر کلاس  شامل متدی با نام ``__post_init__`` باشد، این متد پس از ``__init__`` به صورت خودکار فراخوانی می‌گردد:
-
-.. code-block:: python
-    :linenos:
-
-    from dataclasses import dataclass
-
-    @dataclass
-    class Student:
-        name: str
-        score: int
-
-        def __post_init__(self):
-            print("__post_init__ got called:", self)
-            if self.name == 'Saeed':
-                self.name =  'Saeid'
-
-
-    student = Student('Saeed', 70)
-    print(student)
-
-::
-
-    __post_init__ got called: Student(name='Saeed', score=70)
-    Student(name='Saeid', score=70)
-
-
-
-از طریق ماژول ``dataclasses`` یک annotation type جدید با نام ``InitVar`` در دسترس است. چنانچه در تعریف هر یک از Attributeها کلاس از این نوع استفاده کنیم، آن Attribute به عنوان پارامتر به متد ``__post_init__`` ارسال می‌گردد. باید توجه داشت که این نوع Attributeها به عنوان **Init-only variables** شناخته می‌شوند [`اسناد پایتون <https://docs.python.org/3/library/dataclasses.html#init-only-variables>`__] و مفسر پایتون آن‌ها را صرفا به ``__post_init__`` ارسال می‌کند و **جزو فیلدهای دیتا کلاس قرار نمی‌دهد**:
-
-
-.. code-block:: python
-    :linenos:
-
-    from dataclasses import dataclass, InitVar
-
-    @dataclass
-    class Student:
-        name: InitVar[str]
-        score: int
-
-        def __post_init__(self, name):
-            if name == 'Saeid':
-                self.score =  100
-
-
-    student = Student('Saeid', 70)
-    print(student)
-    print('-' * 30)
-    print(student.name)
-
-
-::
-
-    Student(score=100)
-    ------------------------------
-    Traceback (most recent call last):
-      File "sample.py", line 16, in <module>
-        print(student.name)
-    AttributeError: 'Student' object has no attribute 'name'
-
-
-تابع ``field`` و ``fields``
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-تابع ``fields`` از ماژول ``dataclasses`` یک شی از دیتا کلاس یا خود دیتا کلاس را از ورودی دریافت و یک توپِل حاوی تمام فیلد‌های آن بر می‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/dataclasses.html#dataclasses.fields>`__]:
-
-.. code-block:: python
-    :linenos:
-
-    from dataclasses import dataclass, InitVar, fields
-
-    @dataclass
-    class Student:
-        name: str
-        score: int = 70
-        age: InitVar[int] = 18
-
-
-    obj = Student('saeid', 90, 20)
-    print(obj)
-    print(fields(obj))
-
-::
-
-   Student(name='saeid', score=90)
-   (Field(name='name',type=<class 'str'>,default=<dataclasses._MISSING_TYPE object at 0x7f7e5c68cd68>,default_factory=<dataclasses._MISSING_TYPE object at 0x7f7e5c68cd68>,init=True,repr=True,hash=None,compare=True,metadata=mappingproxy({}),_field_type=_FIELD), Field(name='score',type=<class 'int'>,default=70,default_factory=<dataclasses._MISSING_TYPE object at 0x7f7e5c68cd68>,init=True,repr=True,hash=None,compare=True,metadata=mappingproxy({}),_field_type=_FIELD))
-
-
-پیش‌تر گفتیم، Attributeهای داخل یک دیتا کلاس فیلد (Field) خوانده می‌شوند. خروجی بالا نمایش ساختار یک شی Field از دیتا کلاس می‌باشد [`اسناد پایتون <https://docs.python.org/3/library/dataclasses.html#dataclasses.field>`__]. در واقع متغیرهایی که داخل دیتا کلاس با سنتکس Variable Annotations تعریف می‌شوند، به صورت خودکار به فیلد (Field) تبدیل می‌شوند. فیلدها می‌توانند حاوی مقدار پیش‌فرض باشند (همانند فیلد ``score``). برای کاستن از حجم functionality داخل یک دیتا کلاس، ماژول ``dataclasses`` پایتون شامل تابعی است با نام ``field`` که توانایی و انعطاف زیادی در فراهم آوردن مقدار پیش‌فرض برای فیلدهای تعریف شده ایجاد می‌کند. 
-
-یک شی فیلد شامل پارامترهایی است که از طریق تابع ``field`` قابل تنظیم هستند، البته به جز دو پارامتر زیر که از تعریف Variable Annotations استنباط می‌شوند:
-
-
-* ``name``: نام فیلد
-
-* ``type``: نوع (type) فیلد
-
-**تعریف مقدار پیش‌فرض برای یک فیلد با استفاده از تابع** ``field``::
-
-    field(*, default=MISSING, default_factory=MISSING, repr=True, hash=None, init=True, compare=True, metadata=None)
-
-* توجه:‌ همانطور که از مبحث Keyword-Only Arguments از درس دوازدهم به یاد داریم، فراخوانی این تابع تنها با استفاده از ارسال آرگومان به صورت نام=مقدار مجاز خواهید بود.
-
-
-* ``default``:  مقدار پیش‌فرض فیلد، در صورت عدم نیاز می‌بایست با مقدار ویژه ``MISSING`` مقداردهی گردد.
-
-* ``default_factory``: یک موجودیت callable بدون آرگومان را دریافت می‌کند و در زمانی که به مقدار پیش‌فرض برای فیلد نیاز باشد، فراخوانی می‌گردد. در صورت عدم نیاز می‌بایست با مقدار ویژه ``MISSING`` مقداردهی گردد. به بیانی دیگر می‌توان با استفاده از این پارامتر،‌ یک تابع به فیلد اختصاص داد که مقدار یا مقادیر پیش‌فرضی را برای فیلد مورد نظر تولید نماید. 
-
-* توجه: در هر فیلد تنها یکی از دو پارامتر ``default`` یا ``default_factory`` می‌تواند حاوی مقداری غیر از ``MISSING`` باشد.
-
-
-* ``repr``, ``init``, ``compare``, ``hash``: در صورتی که هر کدام از این پارامتر‌ها برابر با مقدار ``True`` (پیش‌فرض) تنظیم گردند، فیلد مربوطه به متدهای ایجاد شده متناظر با هر پارامتر ارسال خواهد شد::
-
-      repr    -->> __repr__ __str__
-      init    -->> __init__
-      compare -->> __eq__ __ne__ __lt__ __le__ __gt__ __ge__
-      hash    -->> __hash__
-
-
-* توجه چنانچه مقدار ``compare`` برابر ``True`` تنظیم گردد (حالت پیش‌فرض)،‌ مقدار ``hash`` می‌بایست ``None`` (و نه ``False``) باشد، چرا که عملیات مقایسه دو شی دیگر به مقدار hash وابسته نبوده و از طریق متدهای تولید شده (__eq__ و غیره) انجام خواهد شد. 
-
-
-* ``metadata``: می‌توان اطلاعات اضافی و دلخواه پیرامون فیلد را در قالب یک شی دیکشنری به این پارامتر ارسال کرد.
-
-
-
- به نمونه کد زیر توجه نمایید:
-
-.. code-block:: python
-    :linenos:
-
-    from dataclasses import dataclass, field, fields
-    from typing import List
-
-
-    def get_default_books():
-        return []
-
-
-    @dataclass
-    class Book:
-        id: int 
-        name: str = field(compare=False)   
-
-
-    @dataclass
-    class Author:
-        id: int 
-        name: str = field(compare=False, metadata={'coding': 'UTF-8'})   
-        books: List[Book] = field(default_factory=get_default_books, compare=False)
-
-
-
-    author = Author(id=1, name='Saeid')
-    print(author)
-    print(fields(author))
-
-
-::
-
-    Author(id=1, name='Saeid', books=[])
-    (Field(name='id',type=<class 'int'>,default=<dataclasses._MISSING_TYPE object at 0x7f5e66a58e48>,default_factory=<dataclasses._MISSING_TYPE object at 0x7f5e66a58e48>,init=True,repr=True,hash=None,compare=True,metadata=mappingproxy({}),_field_type=_FIELD), Field(name='name',type=<class 'str'>,default=<dataclasses._MISSING_TYPE object at 0x7f5e66a58e48>,default_factory=<dataclasses._MISSING_TYPE object at 0x7f5e66a58e48>,init=True,repr=True,hash=None,compare=False,metadata=mappingproxy({'coding': 'UTF-8'}),_field_type=_FIELD), Field(name='books',type=typing.List[__main__.Book],default=<dataclasses._MISSING_TYPE object at 0x7f5e66a58e48>,default_factory=<function get_default_books at 0x7f5e66bcb1e0>,init=True,repr=True,hash=None,compare=False,metadata=mappingproxy({}),_field_type=_FIELD))
-
-
-Immutable Data Classes
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-دکوراتور ``dataclass@`` چندین پارامتر با مقدار پیش‌فرض دارد که به شرح زیر می‌باشند [`اسناد پایتون <https://docs.python.org/3/library/dataclasses.html#dataclasses.dataclass>`__]::
-
-    @dataclass(init=True, repr=True, eq=True, order=False, unsafe_hash=False, frozen=False)
-    class Sample:
-       ...
-
-
-* ``init``: اگر ``True`` باشد، متد ``__init__`` تولید می‌شود.
-
-* ``repr``: اگر ``True`` باشد، متد ``__repr__`` تولید می‌شود.
-
-* ``order``: اگر ``True`` باشد، متدهای ``__gt__`` ،``__le__`` ،``__lt__`` و ``__ge__`` تولید می‌شوند.
-
-* ``unsafe_hash``: اگر ``False`` باشد، آنگاه بر اساس مقادیر ``eq`` ،``init`` و ``frozen`` و شرایط موجود یک متد ``__hash__`` مناسب تولید می‌شود.
-
-
-**frozen**
-
-چنانچه این پارامتر برابر ``True`` تنظیم گردد، دیتا کلاس Immutable (غیرقابل تغییر) خواهد شد و دیگر نمی‌توان مقدار هیچکدام از فیلدهای اشیای آن را پس از نمونه‌سازی تغییر داد، این رفتار در موارد بسیاری می‌تواند مفید باشد:
-
-
-
-.. code-block:: python
-    :linenos:
-
-    from dataclasses import dataclass
-
-    @dataclass(frozen=True)
-    class Position:
-        name: str
-        lon: float = 0.0
-        lat: float = 0.0
-
-    pos = Position('Tehran', 35.6, 51.5)
-
-    print(pos.name)
-    print('-' * 30)
-    pos.name = 'Qazvin'
-
-::
-
-    Tehran
-    ------------------------------
-    Traceback (most recent call last):
-      File "sample.py", line 13, in <module>
-        pos.name = 'Qazvin'
-      File "<string>", line 3, in __setattr__
-    dataclasses.FrozenInstanceError: cannot assign to field 'name'
-
-
-.. _data-class-inheritance: 
-
-وراثت (Inheritance)
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-دیتا کلاس‌ها می‌توانند از یکدیگر ارث‌بری داشته باشند:
-
-
-.. code-block:: python
-    :linenos:
-
-    from dataclasses import dataclass
-
-
-    @dataclass
-    class Person:
-        name: str
-
-
-    @dataclass
-    class Friend(Person):
-        city: str
-
-        def say_hi(self):
-            print(f'Hi {self.name}')
-
-
-    f = Friend(city='Tehran', name='Armin')
-    f.say_hi()
-
-    f = Friend('Tehran', 'Armin')
-    f.say_hi()
-
-::
-
-    Hi Armin
-    Hi Tehran
-
-
-بهتر است مقداردهی اولیه اشیای دیتاکلاس‌ها را به روش **نام=مقدار** انجام دهید، در غیر این صورت باید بدانید در هنگام ارث‌بری ابتدا فیلدهای supperclass مقداردهی می‌شوند! در نتیجه می‌توان تعریف متد ``__init__`` برای کلاس ``Friend`` را برابر با تعریف زیر فرض کرد::
-
-
-    def __init__(self, name, city):
-
-به همین دلیل نیز اگر یکی از فیلدهای supperclass دارای مقدار پیش‌فرض باشد، می‌بایست فیلدهای subclass نیز دارای مقدار پیش‌فرض باشند. چرا که تعریف متد ``__init__`` با خطا مواجه می‌گردد. از تعریف توابع به یاد داریم، پارامتر با مقدار پیش‌فرض نمی‌تواند پیش از پارامتر بدون مقدار پیش‌فرض قرار بگیرد!
-
-
-|
-
-----
-
-:emoji-size:`😊` امیدوارم مفید بوده باشه
-
-
-
+.. role:: emoji-size
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس بیست و دوم: شی گرایی (OOP) در پایتون: Type Hinting و دیتا کلاس (Data Class)
+
+
+.. _lesson-22: 
+
+درس ۲۲: شی گرایی (OOP) در پایتون: Type Hinting و دیتا کلاس (Data Class)
+===================================================================================================
+
+.. figure:: /_static/pages/22-python-object-oriented-programming-type-hinting-data-class.jpg
+    :align: center
+    :alt: شی گرایی (OOP) در پایتون: Type Hinting و دیتا کلاس (Data Class)
+    :class: page-image
+
+    Photo by `Stefan Widua <https://unsplash.com/photos/vdds_nsH-FE>`__
+
+این درس به عنوان آخرین بخش از دروس آموزش شی‌گرایی در زبان برنامه‌نویسی پایتون به شرح یک ویژگی جدید در این زبان با نام **دیتا کلاس (Data Class)** می‌پردازد. البته پیش از شروع لازم است با یک سینتکس جدید نیز در پایتون آشنا شویم، در این سینتکس ما نوع داده‌های خود را نیز به صراحت ذکر می‌کنیم، شیوه‌ای که Type Hints [`PEP 484 <https://www.python.org/dev/peps/pep-0484/>`__] خوانده می‌شود. هنگام ایجاد دیتا کلاس (Data Class) به دانش این سینتکس نیاز خواهیم داشت.
+
+
+توجه داشته باشید که تمام مطالب این درس تنها از نسخه‌های 3.5 به بعد پایتون پشتیبانی می‌گردد (هر جایی که به نسخه‌ای بالاتر نیاز باشد، به صراحت ذکر می‌گردد).
+
+
+
+:emoji-size:`✔` سطح: متوسط
+
+----
+
+
+.. contents:: سرفصل‌ها
+    :depth: 2
+
+----
+
+
+
+Type Hinting
+----------------------------
+
+زبان برنامه‌نویسی پایتون همچنان یک زبان برنامه‌نویسی پویا (Dynamic) می‌باشد اما این زبان از نسخه 3.5 به بعد تلاش کرده در پاسخ به نیاز کامیونیتی و نیز کمک به توسعه و بهبود عملکرد ابزارهای شخص ثالث (3rd party) همچون Linterها، Type checkerها یا IDEها، استاندارد و نیز سینتکس امکان درج نوع را فراهم بیاورد. سینتکس این قابلیت در پایتون الهام گرفته از ابزار mypy [`وب‌سایت <https://mypy-lang.org>`__] که یک Static type checker است، می‌باشد. 
+
+[`مطالعه بیشتر:‌ پرسش و پاسخ مرتبط در StackOverflow <https://stackoverflow.com/q/32557920>`__]
+
+کد نویسی با Type Hinting یک امر اختیاری بوده که در واقع چیزی مشابه مستندسازی می‌باشد ولی باعث افزایش خوانایی کد می‌گردد. همچنین به شرط استفاده از ابزارهای استاندارد و بررسی کامل کد پیش از اجرا، می‌تواند از بروز برخی خطاهای runtime جلوگیری نماید.
+
+
+استفاده از mypy
+~~~~~~~~~~~~~~~~~~~~~~
+
+نمونه کدهایی که در این بخش ارائه می‌شود، همگی قابلیت تست یا بررسی نوع را با ابزارهای  شخص ثالث استاندارد همچون mypy را دارد. برای استفاده از این ابزار می‌بایست ابتدا آن را نصب نمایید::
+
+     $ pip3 install mypy
+
+
+پس از نصب جهت بررسی کد، ابتدا لازم است کد خود را با استفاده از mypy کامپایل نمایید::
+
+     $ mypy program.py
+
+
+این دستور خطاهای احتمالی از عدم رعایت نوع مناسب در برنامه را پیدا و گزارش می‌دهد. پس از بررسی، debugging و رفع خطاهای احتمالی اکنون می‌توانید برنامه خود را اجرا نمایید::
+
+
+     $ python3 program.py
+
+
+Variable Annotations 
+~~~~~~~~~~~~~~~~~~~~~~
+
+سینتکس درج نوع برای متغییرها که در نسخه 3.6 پایتون ارائه گشته است [`PEP 526 <https://www.python.org/dev/peps/pep-0526/>`__]. بر اساس این سند، سینتکس تعریف یک متغیر به همراه نوع به صورت زیر خواهد بود::
+
+    var: annotation
+
+که در آن var نام متغیر و annotation نوع مورد نظر خواهد بود. همچنین چنانچه بخواهیم همزمان با اعلان نوع، یک مقدار اولیه نیز به متغیر خود انتساب دهیم::
+
+    var: annotation = value
+
+
+::
+
+
+    >>> a: int
+    >>> a
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+    NameError: name 'a' is not defined
+    >>> a = 10
+    >>> a
+    10
+
+توجه داشته باشید، تا قبل از عمل انتساب هنوز متغیری ایجاد نشده است، چرا که این نام نمی‌داند باید به چه مقداری در حافظه اشاره داشته باشد.
+
+::
+
+    >>> item: int
+    >>> for item in [1, 3, 9]:
+    ...     print(item)
+    ... 
+    1
+    3
+    9
+
+
+
+::
+
+    >>> a: int = 5
+    >>> a
+    5
+    >>> type(a)
+    <class 'int'>
+
+
+**اسکریپت زیر را در نظر بگیرید:**
+
+
+.. code-block:: python
+    :linenos:
+
+    # sample.py
+
+    a: int
+
+    a = 'python'
+
+    print(type(a))
+    print(a)
+
+چنانچه اسکریپت فوق را با پایتون اجرا نماییم- اسکریپت فوق بدون هیچ خطایی اجرا می‌گردد::
+
+    $ python3 sample.py                                                                     
+    <class 'str'>
+    python
+
+ولی اگر اسکریپت فوق را با mypy تست نماییم::
+
+    $ mypy sample.py
+    sample.py:5: error: Incompatible types in assignment (expression has type "str", variable has type "int")
+    Found 1 error in 1 file (checked 1 source file)
+
+یک خطا گزارش می‌گردد (بر روی سطر ۵)، چرا که نوع متغییر ``a`` برابر ``int`` مشخص شده است ولی با یک مقدار از نوع ``str`` مقداردهی شده است.
+
+
+Function Annotations 
+~~~~~~~~~~~~~~~~~~~~~~
+
+سند [`PEP 3107 <https://www.python.org/dev/peps/pep-3107/>`__] به ارائه سینتکس مربوط به اعلام نوع در تعریف پارامترها و نیز نوع مقدار خروجی در پایتون می‌پردازد::
+
+    def func(arg: arg_type, optarg: arg_type = default) -> return_type:
+        ...
+
+::
+
+    >>> a: int = 7
+
+    >>> def square_area(x:int=2) -> int:
+    ...     return x * x
+    ... 
+    >>> square_area()
+    4
+    >>> square_area(5)
+    25
+
+
+::
+
+    >>> square_area.__annotations__
+    {'x': <class 'int'>, 'return': <class 'int'>}
+
+    >>> __annotations__
+    {'a': <class 'int'>}
+
+با استفاده از یک attribute ویژه در پایتون به نام ``__annotations__`` می‌توان در زمان runtime به مشخصات و نوع تعریف شده در یک شی تابع، کلاس یا ماژول دسترسی پیدا کرد.
+
+*توجه داشته باشید منظور annotations در پایتون عباراتی هستند که با سینتکس خاص معرفی شده توسط Variable Annotations و... ایجاد می‌شوند.*
+
+برای توابعی که فاقد دستور ``return`` هستند، نوع خروجی می‌بایست به صورت ``None <-`` تعریف گردد. چرا که حتی توابع فاقد ``return`` نیز به صورت ضمنی شامل دستور ``return None`` هستند::
+
+
+    >>> def print_item(x:str='') -> None:
+    ...     print(x)
+
+
+
+سینتکس annotation برای پارامترهایی ``kwargs**`` و ``args*`` به صورت زیر می‌باشد::
+
+    >>> def print_all(*args:str, **kwargs:str) -> None:
+    ...     print('args:', args)
+    ...     print('kwargs:', kwargs)
+    ... 
+    >>> 
+    >>> print_all('s', ('a', 'e'))
+    args: ('s', ('a', 'e'))
+    kwargs: {}
+    >>> print_all('d', 'c', param='pppp')
+    args: ('d', 'c')
+    kwargs: {'param': 'pppp'}
+
+در این مواقع نیز می‌بایست نوع با دقت مشخص گردد.
+
+
+
+Class Annotations 
+~~~~~~~~~~~~~~~~~~~~~~
+
+بر اساس مطالب ارائه شده تا این لحظه می‌توان ساختار یک کلاس را به صورت زیر در نظر گرفت:
+
+
+.. code-block:: python
+    :linenos:
+
+    from typing import ClassVar
+
+    class Sample:
+
+        a: str = 'a_data'
+        b: ClassVar[str] = "b_data"
+
+        x: int
+
+        def __init__(self, x: int, y:int=8) -> None:
+            self.x = x
+            self.y = y
+
+کلاس ``Sample`` شامل دو Class Attribute با نام‌های ``a`` و ``b`` - همچنین دو Instance Attribute به نام‌های  ``x`` و ``y`` می‌باشد. به دو شیوه تعریف هر کدام در مثال بالا توجه نمایید.
+
+نوع ``ClassVar`` یک wrapper برای نوع متغیرهای داخل کلاس می‌باشد که وظیفه آن برچسب زدن یک متغیر به عنوان Class Attribute می‌باشد. این wrapper از داخل ماژول ``typing`` در دسترس خواهد بود [`اسناد پایتون <https://docs.python.org/3/library/typing.html#typing.ClassVar>`__]. به منظور افزایش خوانایی بهتر است تمامی Class Attribute با استفاده از ``ClassVar`` نوع گذاری گردند.
+
+به حاصل دستورات زیر در رابطه با کلاس ``Sample`` مثال قبل توجه نمایید:
+
+
+
+
+.. code-block:: python
+    :linenos:
+
+
+    obj = Sample(5)
+
+    print('\nSEC#01', '-' * 30)
+    print('Class  Atrr:', dir(Sample))
+    print('Object Atrr:', dir(obj))
+
+    print('\nSEC#02', '-' * 30)
+    print(Sample.__annotations__)
+    print(obj.__annotations__)
+
+    print('\nSEC#03', '-' * 30)
+    print('Class  vars:', vars(Sample))
+    print('Object vars:', vars(obj))
+
+    print('\nSEC#04', '-' * 30)
+    print('x:', obj.x)
+    print('y:', obj.y)
+    print('a:', Sample.a)
+    print('b:', Sample.b)
+
+    print('\nSEC#05', '-' * 30)
+
+    obj.x = 10
+    obj.y = 16
+    Sample.a = "PYTHON"
+    Sample.b = "LANGUAGE"
+    print('x:', obj.x)
+    print('y:', obj.y)
+    print('a:', Sample.a)
+    print('b:', Sample.b)
+
+
+::
+    
+    SEC#01 ------------------------------
+    Class  Atrr: ['__annotations__', '__class__', '__delattr__', '__dict__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__gt__', '__hash__', '__init__', '__init_subclass__', '__le__', '__lt__', '__module__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__setattr__', '__sizeof__', '__str__', '__subclasshook__', '__weakref__', 'a', 'b']
+    Object Atrr: ['__annotations__', '__class__', '__delattr__', '__dict__', '__dir__', '__doc__', '__eq__', '__format__', '__ge__', '__getattribute__', '__gt__', '__hash__', '__init__', '__init_subclass__', '__le__', '__lt__', '__module__', '__ne__', '__new__', '__reduce__', '__reduce_ex__', '__repr__', '__setattr__', '__sizeof__', '__str__', '__subclasshook__', '__weakref__', 'a', 'b', 'x', 'y']
+
+    SEC#02 ------------------------------
+    {'a': <class 'str'>, 'b': typing.ClassVar[str], 'x': <class 'int'>}
+    {'a': <class 'str'>, 'b': typing.ClassVar[str], 'x': <class 'int'>}
+
+    SEC#03 ------------------------------
+    Class  vars: {'__module__': '__main__', '__annotations__': {'a': <class 'str'>, 'b': typing.ClassVar[str], 'x': <class 'int'>}, 'a': 'a_data', 'b': 'b_data', '__init__': <function Sample.__init__ at 0x7faae8f16bf8>, '__dict__': <attribute '__dict__' of 'Sample' objects>, '__weakref__': <attribute '__weakref__' of 'Sample' objects>, '__doc__': None}
+    Object vars: {'x': 5, 'y': 8}
+
+
+    SEC#04 ------------------------------
+    x: 5
+    y: 8
+    a: a_data
+    b: b_data
+
+    SEC#05 ------------------------------
+    x: 10
+    y: 16
+    a: PYTHON
+    b: LANGUAGE
+
+
+تابع ``vars`` تمام attributeهای شی دریافتی را در قالب یک شی دیکشنری برمی‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/functions.html#vars>`__].
+
+
+
+ماژول typing
+~~~~~~~~~~~~~~~~~~~~~~
+
+این ماژول از نسخه 3.5 با هدف فراهم آوردن پشتیبانی از Type Hinting در Runtime پایتون، افزوده شده است [`اسناد پایتون <https://docs.python.org/3/library/typing.html>`__]. 
+
+برخی از مواردی که این ماژول در پشتیبانی از قابلیت Type Hints فراهم آورده است به شرح زیر است. جهت آشنایی بیشتر می‌توانید به صفحه اصلی مستندات مراجعه نمایید.
+
+
+**-- معادل برخی از انواع --**
+
+تاکنون فقط به ذکر نوع از انواع ساده‌ای همچون ``int`` و ``str`` پرداخته‌ایم، با این حال ذکر نوع برای نوع داده دیکشنری که شامل اعضایی به صورت کلید:مقدار بوده و هر عضو نیز می‌تواند از دو نوع مختلف باشد چگونه باید انجام شود؟ در پاسخ باید گفت که ماژول ``typing`` یک سری انواع معادل فراهم آورده است.
+
+
+* ``Dict`` [`اسناد پایتون <https://docs.python.org/3/library/typing.html#typing.Dict>`__] معادل ``dict``
+
+  ::
+
+       >>> from typing import Dict
+
+       >>> d: Dict[str, int] = {'a': 97, 'b': 98, 'c': 99, 'd': 100}
+
+       >>> d
+       {'a': 97, 'b': 98, 'c': 99, 'd': 100}
+       >>> type(d)
+       <class 'dict'>
+       >>> isinstance(d, dict)
+       True
+
+
+  ::
+
+       >>> d = {'a': 97, 'b': 98, 'c': 99, 'd': 100}
+
+
+
+* ``List`` [`اسناد پایتون <https://docs.python.org/3/library/typing.html#typing.List>`__] معادل ``list``
+
+  ::
+
+       >>> from typing import List
+
+       >>> L: List[int] = [97, 98, 99, 100]
+
+       >>> L
+       [97, 98, 99, 100]
+       >>> type(L)
+       <class 'list'>
+       >>> isinstance(L, list)
+       True
+
+
+  ::
+
+       >>> L = [97, 98, 99, 100]
+
+
+
+
+* ``Set`` [`اسناد پایتون <https://docs.python.org/3/library/typing.html#typing.Set>`__] معادل ``set``
+
+  ::
+
+       >>> from typing import Set
+
+       >>> s: Set[str] = {'a', 'b', 'c', 'd'}
+
+       >>> s
+       {'d', 'c', 'a', 'b'}
+       >>> type(s)
+       <class 'set'>
+       >>> isinstance(s, set)
+       True
+
+  ::
+
+       >>> s = {'a', 'b', 'c', 'd'}
+
+
+|
+
+
+
+**-- NewType --**
+
+با استفاده از این تابع می‌توان یک نوع جدید یا در واقع یک Wrapper شخصی برای انواع موجود ایجاد نماییم [`اسناد پایتون <https://docs.python.org/3/library/typing.html#newtype>`__].
+
+
+سینتکس ``NewType('UserId', int)`` یک نوع جدید با نام ``UserId`` بر اساس نوع اصلی ``int`` ایجاد می‌کند. توجه داشته باشید که نوع جدید تنها از نظر ظاهر برای ابزارهای type checker متفاوت بوده ولی در پایتون همان ماهیت نوع اصلی را خواهد داشت:
+
+::
+
+       >>> from typing import NewType
+
+       >>> UserId = NewType('UserId', int)
+
+       >>> some_id = UserId(524313)
+
+       >>> some_id
+       524313
+       >>> type(some_id)
+       <class 'int'>
+       >>> isinstance(some_id, int)
+       True
+
+::
+
+      >>> def get_user_name(user_id: UserId) -> str:
+      ...      if user_id == 1633:
+      ...          return 'saeid'
+      ...      else:
+      ...          return ''
+      ... 
+      >>> saeid_id = UserId(1633)
+      >>> get_user_name(saeid_id)
+      'saeid'
+
+|
+
+**-- Any --**
+
+یک نوع خاص که به معنی هر نوعی می‌باشد، در واقع ``Any`` هر نوعی می‌تواند باشد [`اسناد پایتون <https://docs.python.org/3/library/typing.html#the-any-type>`__]. دو قطعه کد زیر از نظر ابزارهای type checker کاملا مشابه یکدیگر هستند:
+
+::
+
+        >>> def func(param):
+        ...     return param
+        ... 
+        >>> 
+
+::
+
+        >>> from typing import Any
+        >>> def func(param: Any) -> Any:
+        ...     return param
+        ... 
+        >>> func(4)
+        4
+        >>> func('py')
+        'py'
+        >>> func([0, 1, 2])
+        [0, 1, 2]
+
+
+|
+
+**-- Callable --**
+
+یک نوع خاص دیگر برای شرح نوع یک شی Callable (درس هفدهم) به مانند توابع می‌باشد [`اسناد پایتون <https://docs.python.org/3/library/typing.html#callable>`__]. ساختار این نوع به صورت زیر است:
+
+::
+
+        Callable[[Arg1Type, Arg2Type,...], ReturnType]
+
+
+به مثال زیر توجه نمایید:
+
+.. code-block:: python
+    :linenos:
+
+    from typing import Any, Callable
+
+    class Response:
+
+        def __init__(self, code:int, message:str, result:Any) -> None:
+            self.code = code
+            self.message = message
+            self.result = result
+
+
+    def success_handler(result:Any) -> None:
+        pass
+
+
+    def error_handler(code:int, message:str) -> None:
+        pass
+
+
+    def async_query(on_success: Callable[[Any], None],
+                    on_error: Callable[[int, str], None]) -> Response:
+        pass
+
+
+    async_query(success_handler, error_handler)
+
+
+
+
+Data Classes
+----------------------------
+
+از **نسخه 3.7 پایتون** یک ویژگی جالب به پایتون اضافه گردید. دیتا کلاس **(Data Class)** [`PEP 557 <https://www.python.org/dev/peps/pep-0557>`__]، در واقع سینتکسی ساده‌سازی شده برای ایجاد کلاس‌هایی می‌باشد که معمولا تنها حاوی Instance Attribute هستند. این نوع کلاس با استفاده از دکوراتور ``dataclass@`` از ماژول ``dataclasses`` ایجاد می‌گردد [`اسناد پایتون <https://docs.python.org/3/library/dataclasses.html>`__]. برای مثال کلاس زیر را در نظر بگیرید:
+
+
+.. code-block:: python
+    :linenos:
+
+    from dataclasses import dataclass
+
+    @dataclass
+    class Student:
+        name: str
+        score: int
+
+    student = Student('Saeid', 70)
+    print(student)
+    print('-' * 30)
+    print(student.name)
+    print(student.score)
+    print('-' * 30)
+    print(Student('Saeid', 70) == Student('Saeid', 70))
+
+::
+
+    Student(name='Saeid', score=70)
+    ------------------------------
+    Saeid
+    70
+    ------------------------------
+    True
+
+
+در این نوع کلاس برای تعریف Attributeها از سینتکس  Variable Annotations [`PEP 526 <https://www.python.org/dev/peps/pep-0526/>`__] استفاده می‌شود. 
+
+باید توجه داشت که طبق سند PEP 484 پیروی از اصول Type Hints در پایتون اجباری نبوده، نیست و نخواهد شد. ولی Data Class یک استثناست و در آن حتما می‌بایست Attributeها به شیوه شرح داده شده، تعریف گردند و به آن‌ها فیلدهای (field) دیتا کلاس گفته می‌شود.
+
+از آنجا که این نوع کلاس برای ایجاد یک کاربرد عمومی از کلاس‌ها توسعه یافته (نگهداری اطلاعات)، بنابراین بسیاری از عملیات‌ها در آن خودکارسازی شده تا پیاده‌سازی این کلاس ساده‌تر از هر کلاس دیگری باشد. برای مثال نیازی به پیاده‌سازی متد ``__init__`` نیست و این متد به صورت خودکار برای کلاس ما ایجاد می‌گردد (به لطف Type Hinting!). اکنون اگر بخواهیم دیتاکلاس مثال قبل را به صورت عادی پیاده‌سازی کنیم:
+
+
+.. code-block:: python
+    :linenos:
+
+    class Student:
+
+        def __init__(self, name, score):
+            self.name = name
+            self.score = score
+
+
+    student = Student('Saeid', 70)
+    print(student)
+    print('-' * 30)
+    print(student.name)
+    print(student.score)
+    print('-' * 30)
+    print(Student('Saeid', 70) == Student('Saeid', 70))
+
+::
+
+    <__main__.Student object at 0x7f922a311518>
+    ------------------------------
+    Saeid
+    70
+    ------------------------------
+    False
+
+
+با مقایسه این دو خروجی، مشاهده می‌شود که مقدار چاپ شی (سطر ۹) و نیز حاصل مقایسه دو شی (سطر ۱۴) با مقادیر یکسان، متفاوت است. دلیل نیز پیشتر بیان شد،‌ تعدادی متد خاص همانند ``__init__`` برای دیتا کلاس‌ها به صورت خودکار تولید می‌شوند که با پیاده‌سازی پیش‌فرض متفاوت‌ بوده و بر نوع کاربرد این کلاس‌ها و راحتی استفاده تمرکز شده است. این پیاده‌سازی را می‌توان به صورت زیر نمایش داد:
+
+
+
+.. code-block:: python
+    :linenos:
+
+    class Student:
+
+        def __init__(self, name, score):
+            self.name = name
+            self.score = score
+
+        def __str__(self):
+            return (f'{self.__class__.__name__}'
+                    f'(name={self.name!r}, score={self.score!r})')
+
+        def __eq__(self, other):
+            return (self.name, self.score) == (other.name, other.score)
+
+
+    student = Student('Saeid', 70)
+    print(student)
+    print('-' * 30)
+    print(student.name)
+    print(student.score)
+    print('-' * 30)
+    print(Student('Saeid', 70) == Student('Saeid', 70))
+
+::
+
+    Student(name='Saeid', score=70)
+    ------------------------------
+    Saeid
+    70
+    ------------------------------
+    True
+
+از دروس پیش با متد ``__eq__`` آشنا هستیم، متد ``__str__`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__str__>`__] نیز یکی دیگر از متدهای خاص پایتون می‌باشد و هنگامی که یک شی می‌خواهد به نوع str تبدیل گردد، به صورت خودکار فراخوانی می‌گردد (**تبدیل به نوع رشته - درس هفتم**)، به صورت مشابه متد ``__repr__`` [`اسناد پایتون <https://docs.python.org/3/reference/datamodel.html#object.__repr__>`__] نیز قابل پیاده سازی است.
+
+
+بهتر است مقداردهی اولیه اشیای دیتاکلاس‌ها را به روش **نام=مقدار** انجام دهید (هنگام نمونه‌سازی)، در غیر این صورت اگر ترتیب تعریف فیلدها در کلاس را از بالا به پایین در نظر بگیریم، آنگاه ترتیب قرار گرفتن پارامترها در متد ``__init__`` که قرار است تولید شود، با حفظ ترتیب، از چپ به راست خواهند بود.
+
+به همین دلیل می‌بایست در ترتیب قرارگرفتن فیلدهایی که دارای مقدار پیش‌فرض هستند دقت کرد و آن‌ها را جزو فیلد‌های انتهایی درنظر گرفت. چرا که تعریف متد ``__init__`` با خطا مواجه می‌گردد. از تعریف توابع به یاد داریم، پارامتر با مقدار پیش‌فرض نمی‌تواند پیش از پارامتر بدون مقدار پیش‌فرض قرار بگیرد! برای مثال سینتکس تعریف تابع زیر اشتباه می‌باشد::
+
+        def func (a, b, name='s', d):
+                 ^
+    SyntaxError: non-default argument follows default argument
+
+
+.. _data-class-type-hinting: 
+
+Type Hinting
+~~~~~~~~~~~~~~~~~~~~~~
+
+تنها این Attributeهای یک دیتا کلاس است که می‌بایست بر اساس قوانین سینتکس Type Hinting نوشته شوند. در این بین برای درج Class Attributeها نیز می‌بایست حتما از ``ClassVar`` استفاده گردد، در غیر این صورت آن Attribute در حکم Instance Attribute خواهد بود.
+
+
+متد ``__post_init__``
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+دیتا کلاس‌ها همچنین می‌توانند شامل متد نیز باشند، چگونگی تعریف متد در دیتا کلاس تفاوتی با دیگر کلاس‌ها ندارد. 
+
+از طرفی می‌دانیم که متد ``__init__`` یک دیتا کلاس به صورت خودکار ایجاد می‌گردد و مرحله initialize شی از دستان ما خارج شده است. با این حال چنانچه اگر کلاس  شامل متدی با نام ``__post_init__`` باشد، این متد پس از ``__init__`` به صورت خودکار فراخوانی می‌گردد:
+
+.. code-block:: python
+    :linenos:
+
+    from dataclasses import dataclass
+
+    @dataclass
+    class Student:
+        name: str
+        score: int
+
+        def __post_init__(self):
+            print("__post_init__ got called:", self)
+            if self.name == 'Saeed':
+                self.name =  'Saeid'
+
+
+    student = Student('Saeed', 70)
+    print(student)
+
+::
+
+    __post_init__ got called: Student(name='Saeed', score=70)
+    Student(name='Saeid', score=70)
+
+
+
+از طریق ماژول ``dataclasses`` یک annotation type جدید با نام ``InitVar`` در دسترس است. چنانچه در تعریف هر یک از Attributeها کلاس از این نوع استفاده کنیم، آن Attribute به عنوان پارامتر به متد ``__post_init__`` ارسال می‌گردد. باید توجه داشت که این نوع Attributeها به عنوان **Init-only variables** شناخته می‌شوند [`اسناد پایتون <https://docs.python.org/3/library/dataclasses.html#init-only-variables>`__] و مفسر پایتون آن‌ها را صرفا به ``__post_init__`` ارسال می‌کند و **جزو فیلدهای دیتا کلاس قرار نمی‌دهد**:
+
+
+.. code-block:: python
+    :linenos:
+
+    from dataclasses import dataclass, InitVar
+
+    @dataclass
+    class Student:
+        name: InitVar[str]
+        score: int
+
+        def __post_init__(self, name):
+            if name == 'Saeid':
+                self.score =  100
+
+
+    student = Student('Saeid', 70)
+    print(student)
+    print('-' * 30)
+    print(student.name)
+
+
+::
+
+    Student(score=100)
+    ------------------------------
+    Traceback (most recent call last):
+      File "sample.py", line 16, in <module>
+        print(student.name)
+    AttributeError: 'Student' object has no attribute 'name'
+
+
+تابع ``field`` و ``fields``
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+تابع ``fields`` از ماژول ``dataclasses`` یک شی از دیتا کلاس یا خود دیتا کلاس را از ورودی دریافت و یک توپِل حاوی تمام فیلد‌های آن بر می‌گرداند [`اسناد پایتون <https://docs.python.org/3/library/dataclasses.html#dataclasses.fields>`__]:
+
+.. code-block:: python
+    :linenos:
+
+    from dataclasses import dataclass, InitVar, fields
+
+    @dataclass
+    class Student:
+        name: str
+        score: int = 70
+        age: InitVar[int] = 18
+
+
+    obj = Student('saeid', 90, 20)
+    print(obj)
+    print(fields(obj))
+
+::
+
+   Student(name='saeid', score=90)
+   (Field(name='name',type=<class 'str'>,default=<dataclasses._MISSING_TYPE object at 0x7f7e5c68cd68>,default_factory=<dataclasses._MISSING_TYPE object at 0x7f7e5c68cd68>,init=True,repr=True,hash=None,compare=True,metadata=mappingproxy({}),_field_type=_FIELD), Field(name='score',type=<class 'int'>,default=70,default_factory=<dataclasses._MISSING_TYPE object at 0x7f7e5c68cd68>,init=True,repr=True,hash=None,compare=True,metadata=mappingproxy({}),_field_type=_FIELD))
+
+
+پیش‌تر گفتیم، Attributeهای داخل یک دیتا کلاس فیلد (Field) خوانده می‌شوند. خروجی بالا نمایش ساختار یک شی Field از دیتا کلاس می‌باشد [`اسناد پایتون <https://docs.python.org/3/library/dataclasses.html#dataclasses.field>`__]. در واقع متغیرهایی که داخل دیتا کلاس با سنتکس Variable Annotations تعریف می‌شوند، به صورت خودکار به فیلد (Field) تبدیل می‌شوند. فیلدها می‌توانند حاوی مقدار پیش‌فرض باشند (همانند فیلد ``score``). برای کاستن از حجم functionality داخل یک دیتا کلاس، ماژول ``dataclasses`` پایتون شامل تابعی است با نام ``field`` که توانایی و انعطاف زیادی در فراهم آوردن مقدار پیش‌فرض برای فیلدهای تعریف شده ایجاد می‌کند. 
+
+یک شی فیلد شامل پارامترهایی است که از طریق تابع ``field`` قابل تنظیم هستند، البته به جز دو پارامتر زیر که از تعریف Variable Annotations استنباط می‌شوند:
+
+
+* ``name``: نام فیلد
+
+* ``type``: نوع (type) فیلد
+
+**تعریف مقدار پیش‌فرض برای یک فیلد با استفاده از تابع** ``field``::
+
+    field(*, default=MISSING, default_factory=MISSING, repr=True, hash=None, init=True, compare=True, metadata=None)
+
+* توجه:‌ همانطور که از مبحث Keyword-Only Arguments از درس دوازدهم به یاد داریم، فراخوانی این تابع تنها با استفاده از ارسال آرگومان به صورت نام=مقدار مجاز خواهید بود.
+
+
+* ``default``:  مقدار پیش‌فرض فیلد، در صورت عدم نیاز می‌بایست با مقدار ویژه ``MISSING`` مقداردهی گردد.
+
+* ``default_factory``: یک موجودیت callable بدون آرگومان را دریافت می‌کند و در زمانی که به مقدار پیش‌فرض برای فیلد نیاز باشد، فراخوانی می‌گردد. در صورت عدم نیاز می‌بایست با مقدار ویژه ``MISSING`` مقداردهی گردد. به بیانی دیگر می‌توان با استفاده از این پارامتر،‌ یک تابع به فیلد اختصاص داد که مقدار یا مقادیر پیش‌فرضی را برای فیلد مورد نظر تولید نماید. 
+
+* توجه: در هر فیلد تنها یکی از دو پارامتر ``default`` یا ``default_factory`` می‌تواند حاوی مقداری غیر از ``MISSING`` باشد.
+
+
+* ``repr``, ``init``, ``compare``, ``hash``: در صورتی که هر کدام از این پارامتر‌ها برابر با مقدار ``True`` (پیش‌فرض) تنظیم گردند، فیلد مربوطه به متدهای ایجاد شده متناظر با هر پارامتر ارسال خواهد شد::
+
+      repr    -->> __repr__ __str__
+      init    -->> __init__
+      compare -->> __eq__ __ne__ __lt__ __le__ __gt__ __ge__
+      hash    -->> __hash__
+
+
+* توجه چنانچه مقدار ``compare`` برابر ``True`` تنظیم گردد (حالت پیش‌فرض)،‌ مقدار ``hash`` می‌بایست ``None`` (و نه ``False``) باشد، چرا که عملیات مقایسه دو شی دیگر به مقدار hash وابسته نبوده و از طریق متدهای تولید شده (__eq__ و غیره) انجام خواهد شد. 
+
+
+* ``metadata``: می‌توان اطلاعات اضافی و دلخواه پیرامون فیلد را در قالب یک شی دیکشنری به این پارامتر ارسال کرد.
+
+
+
+ به نمونه کد زیر توجه نمایید:
+
+.. code-block:: python
+    :linenos:
+
+    from dataclasses import dataclass, field, fields
+    from typing import List
+
+
+    def get_default_books():
+        return []
+
+
+    @dataclass
+    class Book:
+        id: int 
+        name: str = field(compare=False)   
+
+
+    @dataclass
+    class Author:
+        id: int 
+        name: str = field(compare=False, metadata={'coding': 'UTF-8'})   
+        books: List[Book] = field(default_factory=get_default_books, compare=False)
+
+
+
+    author = Author(id=1, name='Saeid')
+    print(author)
+    print(fields(author))
+
+
+::
+
+    Author(id=1, name='Saeid', books=[])
+    (Field(name='id',type=<class 'int'>,default=<dataclasses._MISSING_TYPE object at 0x7f5e66a58e48>,default_factory=<dataclasses._MISSING_TYPE object at 0x7f5e66a58e48>,init=True,repr=True,hash=None,compare=True,metadata=mappingproxy({}),_field_type=_FIELD), Field(name='name',type=<class 'str'>,default=<dataclasses._MISSING_TYPE object at 0x7f5e66a58e48>,default_factory=<dataclasses._MISSING_TYPE object at 0x7f5e66a58e48>,init=True,repr=True,hash=None,compare=False,metadata=mappingproxy({'coding': 'UTF-8'}),_field_type=_FIELD), Field(name='books',type=typing.List[__main__.Book],default=<dataclasses._MISSING_TYPE object at 0x7f5e66a58e48>,default_factory=<function get_default_books at 0x7f5e66bcb1e0>,init=True,repr=True,hash=None,compare=False,metadata=mappingproxy({}),_field_type=_FIELD))
+
+
+Immutable Data Classes
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+دکوراتور ``dataclass@`` چندین پارامتر با مقدار پیش‌فرض دارد که به شرح زیر می‌باشند [`اسناد پایتون <https://docs.python.org/3/library/dataclasses.html#dataclasses.dataclass>`__]::
+
+    @dataclass(init=True, repr=True, eq=True, order=False, unsafe_hash=False, frozen=False)
+    class Sample:
+       ...
+
+
+* ``init``: اگر ``True`` باشد، متد ``__init__`` تولید می‌شود.
+
+* ``repr``: اگر ``True`` باشد، متد ``__repr__`` تولید می‌شود.
+
+* ``order``: اگر ``True`` باشد، متدهای ``__gt__`` ،``__le__`` ،``__lt__`` و ``__ge__`` تولید می‌شوند.
+
+* ``unsafe_hash``: اگر ``False`` باشد، آنگاه بر اساس مقادیر ``eq`` ،``init`` و ``frozen`` و شرایط موجود یک متد ``__hash__`` مناسب تولید می‌شود.
+
+
+**frozen**
+
+چنانچه این پارامتر برابر ``True`` تنظیم گردد، دیتا کلاس Immutable (غیرقابل تغییر) خواهد شد و دیگر نمی‌توان مقدار هیچکدام از فیلدهای اشیای آن را پس از نمونه‌سازی تغییر داد، این رفتار در موارد بسیاری می‌تواند مفید باشد:
+
+
+
+.. code-block:: python
+    :linenos:
+
+    from dataclasses import dataclass
+
+    @dataclass(frozen=True)
+    class Position:
+        name: str
+        lon: float = 0.0
+        lat: float = 0.0
+
+    pos = Position('Tehran', 35.6, 51.5)
+
+    print(pos.name)
+    print('-' * 30)
+    pos.name = 'Qazvin'
+
+::
+
+    Tehran
+    ------------------------------
+    Traceback (most recent call last):
+      File "sample.py", line 13, in <module>
+        pos.name = 'Qazvin'
+      File "<string>", line 3, in __setattr__
+    dataclasses.FrozenInstanceError: cannot assign to field 'name'
+
+
+.. _data-class-inheritance: 
+
+وراثت (Inheritance)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+دیتا کلاس‌ها می‌توانند از یکدیگر ارث‌بری داشته باشند:
+
+
+.. code-block:: python
+    :linenos:
+
+    from dataclasses import dataclass
+
+
+    @dataclass
+    class Person:
+        name: str
+
+
+    @dataclass
+    class Friend(Person):
+        city: str
+
+        def say_hi(self):
+            print(f'Hi {self.name}')
+
+
+    f = Friend(city='Tehran', name='Armin')
+    f.say_hi()
+
+    f = Friend('Tehran', 'Armin')
+    f.say_hi()
+
+::
+
+    Hi Armin
+    Hi Tehran
+
+
+بهتر است مقداردهی اولیه اشیای دیتاکلاس‌ها را به روش **نام=مقدار** انجام دهید، در غیر این صورت باید بدانید در هنگام ارث‌بری ابتدا فیلدهای supperclass مقداردهی می‌شوند! در نتیجه می‌توان تعریف متد ``__init__`` برای کلاس ``Friend`` را برابر با تعریف زیر فرض کرد::
+
+
+    def __init__(self, name, city):
+
+به همین دلیل نیز اگر یکی از فیلدهای supperclass دارای مقدار پیش‌فرض باشد، می‌بایست فیلدهای subclass نیز دارای مقدار پیش‌فرض باشند. چرا که تعریف متد ``__init__`` با خطا مواجه می‌گردد. از تعریف توابع به یاد داریم، پارامتر با مقدار پیش‌فرض نمی‌تواند پیش از پارامتر بدون مقدار پیش‌فرض قرار بگیرد!
+
+
+|
+
+----
+
+:emoji-size:`😊` امیدوارم مفید بوده باشه
+
+
+
diff --git a/source/lessons/l23-traceback-and-exception-handling-in-python.rst b/source/lessons/l23-traceback-and-exception-handling-in-python.rst
index 9522166..7c45afc 100644
--- a/source/lessons/l23-traceback-and-exception-handling-in-python.rst
+++ b/source/lessons/l23-traceback-and-exception-handling-in-python.rst
@@ -1,851 +1,851 @@
-.. role:: emoji-size
-
-.. meta::
-      :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس بیست و سوم: مدیریت خطا در پایتون: Exception ،Traceback و Exception Handling
-
-
-.. _lesson-23: 
-
-درس ۲۳: مدیریت خطا در پایتون: Exception ،Traceback و Exception Handling
-===================================================================================================
-
-.. figure:: /_static/pages/23-python-exception-error-warning-try.jpg
-    :align: center
-    :alt: مدیریت خطا در پایتون: Exception ،Traceback و Exception Handling و try/except/else/finally
-    :class: page-image
-
-    Photo by `krakenimages <https://unsplash.com/photos/8RXmc8pLX_I>`__
-  
-
-این درس به شرح یکی از مفاهیم جدانشدنی از برنامه‌نویسی یعنی **خطا (Error)** پرداخته و چگونگی بروز و مدیریت آن در زبان برنامه‌نویسی پایتون را بررسی خواهد کرد. در این درس خواهیم آموخت که ردیابی خطا در پایتون توسط **Traceback** چگونه خواهد بود و اینکه اساسا **Exception** چیست و چه مفهومی در پایتون دارد، پیاده‌سازی دستور **try/except** در پایتون چگونه می‌باشد و همچنین نقش دستورات دیگری به مانند **else** و **finally** در کنار دستور **try** پایتون چیست.
-
-این درس تمام مفاهیم مربوط به **Error** و **Exception** را در زبان‌ برنامه‌نویسی پایتون پوشش نمی‌دهد و مطالب باقی مانده طی درس بعد ارائه خواهد شد.
-
-
-
-:emoji-size:`✔` سطح: متوسط
-
-----
-
-
-.. contents:: سرفصل‌ها
-    :depth: 2
-
-----
-
-
-.. _introduction-to-python-errors: 
-
-مقدمه
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-بروز **خطا (Error)** همواره جزیی از برنامه‌نویسی بوده و هست. خطاهای برنامه‌نویسی انواع گوناگونی دارند؛ «خطاهای زمان کامپایل» (Compile-time errors) که آنقدر فاحش هستند که مانع از ترجمه کدهای برنامه به زبان ماشین و در نهایت اجرای آن خواهند شد و برخی دیگر که می‌توانند آنقدر ناقلا باشند که تا مدت‌ها پس از اجرا نیز خودشان را نشان ندهند! به این دسته از خطاها به اصطلاح «خطاهای زمان اجرا» (Runtime errors) می‌گویند.
-
-**«خطاهای زمان کامپایل» (Compile-time errors)** حاصل اشتباه فاحش برنامه‌نویس بوده و معمولا نیز کشف و برطرف نمودن آن‌ها نیز بسیار ساده می‌باشد و از عدم رعایت درست قواعد زبان برنامه‌نویسی مانند سینتکس نشات می‌گیرند.
-
-اما بروز **«خطاهای زمان اجرا» (Runtime errors)** می‌تواند به عوامل گوناگونی وابسته باشد همانند دخالت یک عامل بیرونی یا مشکلات سخت‌افزاری که ناگهان به برنامه تحمیل می‌گردند که اگر از فرض این احتمال نیز صرف نظر کنیم!، باز هم برای دفاع در برابر این دسته از خطاها، برنامه‌نویس می‌بایست کاملا هوشیار باشد. به خصوص در زبان‌های برنامه‌نویسی پویا به مانند پایتون که انواع داده در زمان اجرا تعیین می‌گردند. برای مثال فرض کنید در داخل یک تابع قرار است با یک نوع ``int`` کار شود ولی به علت ضعف برنامه‌نویسی و عدم کنترل ورودی‌ها، یک داده با نوع ``str`` به آن ارسال گردد که در این صورت نتیجه مشخص است! البته جلوگیری از این دست خطاها نیز همچنان ساده می‌باشد!. گاهی ممکن است وضعیت آنچنان مهلک باشد که یا خیلی دیر به وجود یک خطا در برنامه پی ببریم یا برای کشف علت آن زمان زیادی صرف کنیم یا هر دو! به این نوع از خطاهای زمان اجرا، «خطاهای منطقی» (Logical errors) گفته می‌شود.
-
-**«خطاهای منطقی» (Logical errors)** برخلاف دیگر خطاها باعث توقف اجرای برنامه نشده بلکه باعث تولید نتایج نادرستی می‌شوند که از دیدگاه برنامه‌نویسی درست بوده ولی از دیدگاه منطقی کاملا اشتباه هستند. به عنوان یک مثال ساده فرض کنید فرمول محاسبه معدل اشتباه پیاده‌سازی شده باشد! این نوع خطا مصداق بارز «باگ» (Bug) در برنامه است که همیشه پیشگیری، از کشف و اصلاح آن‌ها به مراتب ساده‌تر خواهد بود.
-
-
-با وجود این توضیحات و همانطور که مشاهده خواهید کرد، بروز خطا همواره یک امر زشت و ناخواسته نبوده بلکه گاهی نیز یک استراتژی از سوی برنامه‌نویس خواهد بود تا یک وضعیت را به سطوح دیگر از برنامه اعلام یا اینکه مستقیما تغییری در روند اجرای برنامه ایجاد کند. در این صورت خطاها دیگر با نام زشت خطا خوانده نمی‌شوند بلکه به آنها **استثنا یا اعتراض یا Exception** می‌گویند.
-
-
-به صورت کلی، **Exception** امکانی برای خروج برنامه از یک وضعیت مشخص است و بروز آن، همانند اعلام عمومی یک خبر مهم در برنامه می‌باشد. می‌توان با پیش‌بینی بروز Exceptionها در برنامه، به اصطلاح آن‌ها را **catch** نمود و فرآیندی - یا به اصطلاح یک **handler** - را برای مدیریت آن‌ها پیاده‌سازی کرد. 
-
-درک وقوع یک Exception و امکان ایجاد یک فرآیند برای مدیریت آن (پیاده‌سازی handler)، قابلیت مهمی در یک زبان‌برنامه‌نویسی محسوب می‌شود. چرا که می‌توان از Exception در دو نقش زیر بهره گرفت:
-
-**۱) مدیریت خطا (Error handling):** هر Exception می‌تواند معرف یک نوع خطا یا وضعیتی نادرست در برنامه باشد، می‌توان بر اساس نوع Exception و خطایی که رخ داده برای آن از پیش چاره‌اندیشی و فرآیندی را برای مدیریت آن خطا در برنامه پیش‌بینی کرد.
-
-
-**۲) اطلاع‌رسانی یک رویداد (Event notification):** از Exceptionها می‌توان برای اعلام وقوع یک حادثه مثبت نیز در برنامه استفاده کرد. به این صورت می‌توان در زمان اجرای برنامه و بر حسب شرایط، روند اجرای برنامه را تغییر داد.
-
-----
-
-**اما مفهوم خطا در زبان برنامه‌نویسی پایتون چگونه است؟** انواع خطاها در پایتون را می‌توان در دو دسته کلی زیر در نظر گرفت:
-
-* خطای سینتکس (Syntax error)
-
-* خطای زمان اجرا (Runtime error)
-
-برای درک این دسته‌بندی و مطابقت دادن آن با توضیحات پیش لازم است تا بار دیگر به روند اجرای کدهای پایتون توجه نماییم (درس سوم - پشت صحنه اجرا). می‌دانیم پایتون یک زبان مفسری است، ولی پیش‌ از اجرا، کدهای پایتون به یک زیان میانی به نام بایت‌کد (ByteCode) ترجمه یا کامپایل می‌شوند؛ در این مرحله قواعد پایتون بررسی و در صورتی که مشکل یا خطایی وجود نداشته باشد، بایت‌کد ایجاد و به اجرا در می‌آید. خطاهایی که در این مرحله (یعنی تلاش برای ترجمه و ایجاد بایت‌کد) ممکن است رخ دهند، در پایتون **خطای سینتکس (Syntax error)** نامیده می‌شوند.
-
-زمانی که برنامه پایتونی به اجرا درمی‌آید، یعنی از نظر رعایت قوانین یا سینتکس مشکلی وجود نداشته است، بنابراین باقی خطاها در زمان اجرا رخ خواهند داد. در زبان برنامه‌نویسی پایتون تمام خطاهای زمان اجرا در قالب یک Exception اعلام یا به اصطلاح **raise** خواهند شد.
-
-.. _python-traceback: 
-
-ردیابی خطا در پایتون (Traceback)
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-پس از وقوع یک خطا در زمان اجرای یک برنامه پایتونی، برای ردیابی و کشف علت رخ دادن آن خطا از Traceback استفاده می‌گردد. منظور از **Traceback**، گزارشی است که جهت راهنمایی برنامه‌نویس در هنگام وقوع یک خطای زمان اجرا، توسط مفسر پایتون ارائه داده می‌شود و گاهی نیز از آن به عنوان **Stack Trace** یاد می‌شود:
-
-
-.. code-block:: python
-    :linenos:
-    
-    def sum_int(a, b):
-        return a + b
-    
-    res = sum_int(2, 3)
-    print(res)
-
-    res = sum_int(3, 'C')
-    print(res)
-
-::
-
-    5
-    Traceback (most recent call last):
-      File "sample.py", line 7, in <module>
-        res = sum_int(3, 'C')
-      File "sample.py", line 2, in sum_int
-        return a + b
-    TypeError: unsupported operand type(s) for +: 'int' and 'str'
-
-نمونه کد بالا نمایش مثالی از بروز خطا در زمان اجراست که پیش‌تر نیز به آن اشاره کردیم. در این مثال، یک اسکریپت با نام ``sample.py`` ایجاد کرده‌ایم که کد بالا در آن درج گردیده است. تابع ``sum_int`` یک بار با مقدار قابل پذیریش (هر دو از نوع ``int``) فراخوانی می‌گردد (سطر ۴) و نتیجه (یعنی مقدار ``5``) نیز با موفقیت در خروجی چاپ می‌گردد (توسط دستور موجود در سطر ۵). اما در سطر هفتم، آرگومان‌هایی با نوع نامتناسب برای عملگر جمع ریاضی (``+``) ارسال می‌گردد و باعث بروز یک خطا یا اگر بهتر بگوییم، raise شدن یک Exception به نام ``TypeError`` می‌گردد.
-
-خروجی حاصل از وقوع Exception فوق نمایش Traceback در پایتون می‌باشد. Traceback پایتون یک راهنمایی کامل از نوع Exception و مراتب وقوع آن را به برنامه‌نویس گزارش می‌دهد که درک درست آن یک الزام برای برنامه‌نویسی می‌باشد.
-
-برخلاف برخی دیگر از زبان‌های برنامه‌نویسی به مانند Java باید توجه داشت که Traceback پایتون را  می‌بایست از پایین، یعنی سطر پایانی مورد بررسی قرار داد، این سطر توضیحی از نوع Exception رخ داده را ارائه می‌دهد و از این سطر به بالا مراحلی از روند اجرای برنامه که باعث بروز این Exception شده است را به ترتیب نمایش می‌دهد. ترتیب نمایش مراتب Exception نیز، از نمایش نقطه بروز Exception به قبل می‌باشد. به عنوان نمونه برای مثال قبل، می‌توانیم مشاهده کنیم که گفته شده:
-
-* **نوع Exception چیست؟** Exception از  نوع ``TypeError`` می‌باشد که در زمان استفاده از انواع نادرست از مقادیر  برای عملگر ``+`` رخ داده است که در اینجا، این دو نوع عبارتند از: ``'int' and 'str'``. 
-
-* **Exception در کجا رخ داده است؟‌** در سطر دوم از ``sample.py`` و  داخل بدنه ``sum_int`` و هنگام اجرای دستور ``return a + b``.
-
-* **نقطه قبل از ورود به ناحیه Exception کجا بوده است؟** در سطر هفتم از ``sample.py`` و داخل حوزه ماژول، تابع ``sum_int`` با مقادیر ``3`` و ``'C'`` فراخوانی شده است:‌ ``res = sum_int(3, 'C')``.
-
-* **آیا نقطه قبل‌تری نیز وجود دارد؟** خیر
-
-پایتون تا چندین سطح قبل‌تر از نقطه بروز Exception را توسط Traceback آشکار می‌کند. این امر کمک بسیاری در فهمیدن مسیر رسیدن به Exception را در اختیار برنامه‌نویس قرار می‌دهد.
-
-اکنون اجازه دهید نمونه کد مربوط به مثال قبل یعنی اسکریپت ``sample.py`` را با حفظ مشکل ``TypeError`` و افزودن کمی تغییر برای نمایش **خطای سینتکس (Syntax error)** آماده نماییم، بر همین اساس به  نمونه کد زیر که حاوی دو خطا از نوع Syntax error می‌باشد و خروجی آن در زمان اجرا توجه نمایید:
-
-.. code-block:: python
-    :linenos:
-    
-    def sum_int(a, b)
-        return a + b
-    
-    res = sum_int(2, 3)
-    print(res)
-
-    res = sum_int(3, 'C')
-    print(res)
-    
-    
-    '
-
-::
-
-    File "sample.py", line 1
-        def sum_int(a, b)
-                        ^
-    SyntaxError: invalid syntax
-
-در نخستین بار اجرای اسکریپت ``sample.py``، پایتون متوجه یک خطای ``SyntaxError`` در سطر یکم می‌شود و جلوی مراحل تبدیل به بایت‌کد و در نهایت اجرای برنامه را در همان نقطه می‌گیرد. طبق توضیحات چاپ شده، خطا مربوط به عدم رعایت سینتکس درست برای تعریف تابع می‌باشد. کاراکتر ``^`` به جایگاه نادرست اشاره می‌کند. در انتهای تعریف سرآیند تابع اشکالی وجود دارد که با کمی دقت می‌توان دریافت که علت به عدم وجود کاراکتر انتهایی سرآیند تابع در پایتون یعنی ``:`` می‌باشد. این مورد را اصلاح کرده و دوباره اقدام به اجرای اسکریپت ``sample.py`` می‌نماییم:
-
-
-.. code-block:: python
-    :linenos:
-    
-    def sum_int(a, b):
-        return a + b
-    
-    res = sum_int(2, 3)
-    print(res)
-
-    res = sum_int(3, 'C')
-    print(res)
-    
-    
-    '
-
-::
-
-    File "sample.py", line 11
-        '
-        ^
-    SyntaxError: EOL while scanning string literal
-
-این‌بار فرآیند اجرای برنامه در نقطه‌ای دیگر متوقف می‌گردد، سطر یازدهم از ``sample.py``. این خطا نیز از نوع ``SyntaxError`` می‌باشد ولی با توضیحی متفاوت. متن خطا می‌گوید که نحوه قرار گرفتن کاراکتر ``'`` اشتباه است. سطر یازدهم با یک کاراکتر کوتیشن پایان یافته که جفت آن و نیز عبارت یا دستوری مرتبط با آن در سطر مذکور موجود نمی‌باشد. 
-
-با اصلاح این مشکل، برنامه از حالت ``SyntaxError`` خارج شده و کد اسکریپت ``sample.py`` با موفقیت به بایت‌کد ترجمه و  به اجرا درمی‌آید. اکنون در زمان اجرا، با ``TypeError`` که پیش‌تر بررسی کردیم برخورد خواهیم کرد!
-
-
-این نکته را نیز در نظر بگیرید - همانطور که اگر به خروجی‌های دقت کرده باشید حتما متوجه شده‌اید در دو حالت مربوط به گزارش خطای مربوط به ``SyntaxError`` خبری از سطر زیر  که در حالت خطای زمان اجرای ``TypeError`` مشاهده کردیم، نمی‌باشد::
-
-     Traceback (most recent call last):
-
-
-در واقع این سطر تنها در گزارش خطاهایی که پس از اجرای برنامه رخ دهند (Runtime errors)، نمایش داده خواهد شد. در زمان بررسی و ترجمه کد پایتون به بایت‌کد هرجا مشکلی باشد عملیات در همان نقطه متوقف می‌شود و صرفا گزارشی مبنی بر ابراز آن نقطه به برنامه‌نویس ارايه می‌گردد و نه چیزی که بتوان آن را یک گزارش ردیابی با Traceback نامید چرا که هنوز برنامه به اجرا درنیامده و اصلا نیازی به این کار نیست!
-
-
-.. _python-exception-handling: 
-
-مدیریت خطا (Exception Handling)
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-در زبان‌های برنامه‌نویسی صدای اعتراض یک Exception قابل درک و تشخیص است و می‌توان برای آن‌ها فرآیندی را پیش‌بینی کرد که بروز آن‌ها نه تنها باعث اتمام برنامه نشود بلکه برنامه بتواند در مسیر درست به اجرای خود ادامه دهد.
-
-در زبان برنامه‌نویسی پایتون دستور ``try/except`` برای همین منظور فراهم دیده شده است [`اسناد پایتون <https://docs.python.org/3/reference/compound_stmts.html#the-try-statement>`__] و در ادامه به بررسی انواع ساختار قابل پیاده‌سازی از این دستور خواهیم پرداخت.
-
-``try/except``
-------------------------
-
-
-ساختار این دستور به شکل زیر است::
-
-    try:
-        pass
-
-    except:
-        pass
-
-در این ساختار آن قطعه کدی که محتمل بروز Exception می‌باشد، داخل بدنه ``try`` و قطعه کدی که می‌بایست پس از وقوع Exception به اجرا درآید (بخش handler)، داخل بدنه ``except`` قرار می‌گیرند::
-
-    >>> def print_int_sum(a, b):
-    ...     try:
-    ...         print(a + b)
-    ...     except:
-    ...         print(f'ERROR: {a}+{b}')
-    ... 
-    >>> print_int_sum(2, 3)
-    5
-    >>> print_int_sum(9, 3)
-    12
-    >>> print_int_sum(5, 'D')
-    ERROR: 5+D
-
-حالت فعلی از دستور ``except`` هر نوع Exceptionای که در داخل بدنه ``try`` رخ دهد را تشخیص و ادامه اجرای برنامه را به دست می‌گیرد، به اصطلاح یک expression-less except است. ولی می‌توان دستور ``except`` را محدود به تشخیص نوع خاصی از Exception کرد. در این صورت می‌بایست نوع Exception مورد نظر خود را در کنار دستور ``except`` درج نماییم:
-
-
-.. code-block:: python
-    :linenos:
-
-    def print_int_sum(a, b):
-
-        try:
-            print(a + b)
-
-        except TypeError:
-            print(f'ERROR: {a}+{b}')
-
-
-می‌توان با استفاده از یک دستور  ``try`` چندین Exception را تشخیص دهیم. برای این منظور کافی است از یک دستور ``try`` به همراه چندین دستور ``except`` استفاده کنیم:
-
-.. code-block:: python
-    :linenos:
-
-    def print_sum_div_first(a, b):
-
-        try:
-            sum = a + b
-            div = sum / a
-            print(div)
-
-        except TypeError:
-            print(f'TypeError: ({a}+{b!r})/{a}')
-
-        except:
-            print(f'OTHER ERROR: ({a}+{b!r})/{a}')
-
-
-    print_sum_div_first(5, 6)
-    print_sum_div_first(3, 'G')
-    print_sum_div_first(0, 8)
-
-::
-
-    2.2
-    TypeError: (3+'G')/3
-    OTHER ERROR: (0+8)/0
-
-
-ساختار ``try/except`` این مثال شامل دو دستور ``except`` می‌باشد، دستور نخست تنها ``TypeError`` و دستور دوم هر Exception دیگری به جز موارد بالای خود (در اینجا: ``TypeError``) را تشخیص می‌دهند، چرا که مفسر پایتون از بالا به پایین به دنبال handler مربوطه می‌گردد و پس از یافتن، عملیات جستجوی handler متوقف می‌شود.
-
-در مثال قبل، دستور موجود در سطر ۱۷ باعث بروز خطای «تقسیم بر صفر» [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Division_by_zero>`__] یا Exceptionای با نام ``ZeroDivisionError`` در پایتون شده است - که می‌توان به صورت زیر آن را بازنویسی نمود:
-
-.. code-block:: python
-    :linenos:
-
-    def print_sum_div_first(a, b):
-
-        try:
-            sum = a + b
-            div = sum / a
-            print(div)
-
-        except TypeError:
-            print(f'TypeError: ({a}+{b!r})/{a}')
-
-        except ZeroDivisionError:
-            print(f'ZeroDivisionError: ({a}+{b!r})/{a}')
-
-
-    print_sum_div_first(5, 6)
-    print_sum_div_first(3, 'G')
-    print_sum_div_first(0, 8)
-
-::
-
-    2.2
-    TypeError: (3+'G')/3
-    ZeroDivisionError: (0+8)/0
-
-
-چنانچه مکانیزم مدیریت خطای شما برای چندین نوع Exception مشخص یکسان است می‌توانید آن دستورهای ``except`` را با یکدیگر ترکیب کرد و تنها از یک دستور ``except`` استفاده نمایید. برای این منظور تنها کافی است نام تمام Exceptionهای مورد نظر خود را در قالب یک شی توپِل به دستور ``except`` بسپرید:
-
-.. code-block:: python
-    :linenos:
-
-    def print_sum_div_first(a, b):
-
-        try:
-            sum = a + b
-            div = sum / a
-            print(div)
-
-        except (TypeError, ZeroDivisionError):
-            print(f'Error: ({a}+{b!r})/{a}')
-
-
-    print_sum_div_first(5, 6)
-    print_sum_div_first(3, 'G')
-    print_sum_div_first(0, 8)
-
-::
-
-    2.2
-    Error: (3+'G')/3
-    Error: (0+8)/0
-
-
-هر چیزی در پایتون یک شی است، حتی Exceptionها! مفسر پایتون در ازای هر Exceptionای که رخ می‌دهد یک شی نیز در اختیار برنامه‌نویس قرار می‌دهد و این شی در صورت تمایل از طریق دستور ``except`` قابل دسترس می‌باشد. برای این منظور تنها کافی است از دستور ``as`` برای انتساب آن Exception به یک متغییر با نام دلخواه استفاده نماییم:
-
-.. code-block:: python
-    :linenos:
-
-    def print_sum_div_first(a, b):
-
-        try:
-            sum = a + b
-            div = sum / a
-            print(div)
-
-        except TypeError as te:
-            print(f'{te.__class__.__name__}: ({a}+{b!r})/{a}')
-
-        except ZeroDivisionError as zde:
-            print(f'{zde.__class__.__name__}: ({a}+{b!r})/{a}')
-
-
-    print_sum_div_first(5, 6)
-    print_sum_div_first(3, 'G')
-    print_sum_div_first(0, 8)
-
-
-.. code-block:: python
-    :linenos:
-
-    def print_sum_div_first(a, b):
-
-        try:
-            sum = a + b
-            div = sum / a
-            print(div)
-
-        except (TypeError, ZeroDivisionError) as err:
-            print(f'{err.__class__.__name__}: ({a}+{b!r})/{a}')
-
-    print_sum_div_first(5, 6)
-    print_sum_div_first(3, 'G')
-    print_sum_div_first(0, 8)
-
-::
-
-    2.2
-    TypeError: (3+'G')/3
-    ZeroDivisionError: (0+8)/0
-
-البته چنانچه مایل هستید شی Exception را از طریق یک دستور ``except`` کلی (یعنی بدون ذکر نام Exception خاصی) دریافت کنید، می‌توانید از نوع یا کلاس ``Exception`` که در واقع supperclass اکثر Exceptionهای پایتون می‌باشد، استفاده نمایید:
-
-.. code-block:: python
-    :linenos:
-
-    def print_sum_div_first(a, b):
-
-        try:
-            sum = a + b
-            div = sum / a
-            print(div)
-
-        except Exception as err:
-            print(f'{err.__class__.__name__}: ({a}+{b!r})/{a}')
-
-    print_sum_div_first(5, 6)
-    print_sum_div_first(3, 'G')
-    print_sum_div_first(0, 8)
-
-::
-
-    2.2
-    TypeError: (3+'G')/3
-    ZeroDivisionError: (0+8)/0
-
-
-.. tip:: 
-
-  به صورت کلی وقتی در زمان اجرای دستورات داخل بدنه ``try`` یک Exception رخ می‌دهد، مفسر پایتون اجرای برنامه را در آن نقطه متوقف و شروع به جستجو برای یافتن یک handler یا همان دستور ``except`` متناسب با آن Exception می‌کند. در صورت پیدا کردن ``except`` مناسب، ادامه روند اجرای برنامه را از آن سر می‌گیرد و در غیر این صورت Exception بدون handler باعث توقف اجرای کل برنامه می‌گردد.
-
-.. tip:: 
-
-  چنانچه از چندین دستور ``except`` بهره می‌گیرید باید توجه داشته باشید که دستور ``except`` کلی یا همان expression-less except - در صورت وجود - می‌بایست به عنوان آخرین دستور ``except`` قرار بگیرد، در غیر این صورت دیگر دستورهای ``except`` که نوع Exception در آن‌ها مشخص شده است، فرصت اجرا پیدا نخواهند کرد.
-
-.. tip:: 
-
-  به صورت کلی دستور ``try`` پایتون فاقد یک حوزه یا Scope مجزا می‌باشد، بنابراین تمامی متغیرهایی که در بدنه دستور ``try`` تعریف می‌گردند جزیی از حوزه بیرونی خود هستند و در تمام بخش‌های داخل آن حوزه در دسترس خواهند بود. البته نباید فراموش کرد که اگر در هنگام انتساب به نام یک متغیر خطایی رخ داده باشد، بدیهی است که آن متغیر ایجاد نشده و اساسا در دسترس نیز نخواهد بود.
-
-.. tip:: 
-
-  شی Exception که توسط دستور ``except`` دریافت می‌گردد تنها در داخل بدنه همان دستور ``except`` در دسترس خواهد بود، چرا که بلافاصله پس از اتمام دستورات داخل بدنه آن ``except``، شی مذکور نیز به صورت خودکار حذف می‌گردد.
-
-
-``try/except/else``
-------------------------
-
-در کنار دستور ``try/except`` می‌توان دستور ``else`` را نیز استفاده کرد. با این کاربرد که می‌توان قطعه کدی را برای مواقعی که اجرای بخش ``try`` به پایان رسیده و هیچ Exception رخ نداده باشد، به اجرا درآوریم:
-
-
-.. code-block:: python
-    :linenos:
-
-    def print_sum_div_first(a, b):
-
-        try:
-            sum = a + b
-            div = sum / a
-
-        except Exception as err:
-            print(f'{err.__class__.__name__}: ({a}+{b!r})/{a}')
-
-        else:
-            print(f'result: ({a}+{b!r})/{a} = {div}')
-
-    print_sum_div_first(5, 6)
-    print_sum_div_first(3, 'G')
-    print_sum_div_first(0, 8)
-
-::
-
-    result: (5+6)/5 = 2.2
-    TypeError: (3+'G')/3
-    ZeroDivisionError: (0+8)/0
-
-به یک مثال دیگر نیز توجه نماید (مرتبط با مبحث فایل‌ها - درس دهم):
-
-.. code-block:: python
-    :linenos:
-
-    def write_to_log(text, write_mode):
-        try:
-            output = open('log_file.txt', write_mode)
-            output.write(text)
-
-        except FileNotFoundError as fnfe:
-            print('File Not Found!!!')
-
-        else:
-            output.close()
-            print('Successful, closed!')
-
-
-    write_to_log('A text to insert in the log file', 'r') # WRONG mode!
-    print('*' * 30)
-    write_to_log('A text to insert in the log file', 'a')
-
-::
-
-    File Not Found!!!
-    ******************************
-    Successful, closed!
-
-
-**توجه داشته باشید،** چنانچه بدنه ``try`` شامل دستور ``return`` باشد، آنگاه بدنه دستور ``else`` اجرا نخواهد شد!:
-
-
-.. code-block:: python
-    :linenos:
-
-    def print_sum_div_first(a, b):
-        try:
-            sum = a + b
-            div = sum / a
-            return 'Successful'
-
-        except Exception as err:
-            return 'Failed'
-
-        else:
-            return 'Successful, from else!'
-
-    result = print_sum_div_first(5, 6)   # Successful
-    print(result)
-
-    result = print_sum_div_first(3, 'G') # Failed
-    print(result)
-
-::
-
-    Successful
-    Failed
-
-
-
-``try/finally``  ``try/except/finally``  ``try/except/else/finally``
----------------------------------------------------------------------------------------------
-
-دستور ``finally`` نیز یک دستور اختیاری مشابه با ``else`` می‌باشد که می‌توان از آن در کنار دستور ``try`` بهره گرفت. با استفاده از این دستور می‌توان یک قطعه کد را مهیا کرد که در هر حالتی اجرا گردد یعنی چه در حالتی که Exceptionای داخل ``try`` رخ دهد و چه ندهد! بدنه دستور ``finally`` اجرا می‌شود.
-
-اکنون می‌توان روند کلی فرآیند اجرای دستورات پایتون در یک بلاک ``try`` را به این صورت شرح داد:
-
-**۱) در صورت عدم بروز Exception** داخل بدنه دستور ``try``: پس از پایان اجرای دستورات داخل بدنه دستور ``try``، نقطه اجرای برنامه به دستور ``else`` - در صورت وجود - سپرده می‌شود، پس از پایان اجرای دستورات داخل بدنه ``else``، نقطه اجرای برنامه به دستور ``finally`` - در صورت وجود - سپرده می‌شود.
-
-**۲) در صورت بروز Exception** داخل بدنه دستور ``try``: نقطه اجرای برنامه بلافاصله به دستور ``except`` مناسب سپرده می‌شود، پس از پایان اجرای دستورات داخل بدنه ``except``، نقطه اجرای برنامه به دستور ``finally`` - در صورت وجود - سپرده می‌شود.
-
-
-
-
-.. code-block:: python
-    :linenos:
-
-    def print_sum_div_first(a, b):
-        try:
-            print('----> try')
-            sum = a + b
-            div = sum / a
-
-        except Exception as err:
-            print('----> except')
-
-        else:
-            print('----> else')
-
-        finally:
-            print('----> finally')
-
-
-    print_sum_div_first(5, 6)
-    print('*' * 20)
-    print_sum_div_first(3, 'G')
-
-::
-
-    ----> try
-    ----> else
-    ----> finally
-    ********************
-    ----> try
-    ----> except
-    ----> finally
-
-حتی اگر زمانی داخل بدنه دستور ``except`` نیز یک Exception دیگر رخ دهد، مفسر پایتون اعلام اعتراض آن Exception را موقتا نگه‌می‌دارد تا بدنه دستور ``finally`` به صورت کامل اجرا گردد. در واقع کاربرد اصلی دستور ``finally`` - که تحت هر شرایطی اجرا می‌گردد - تمیزکاری یا Cleaning Up کردن کد پس از انجام کاری مشخص است (پاک کردن فایل‌های موقت، آزادسازی منابع، حذف اشیایی که دیگر مورد نیاز نیستند و...) که از آن معمولا به عنوان Cleanup Handler نیز یاد می‌شود:
-
-
-.. code-block:: python
-    :linenos:
-
-    def print_sum_div_first(a, b):
-        try:
-            sum = a + b
-            div = sum / a
-
-        except TypeError as err:
-            print(f'{err.__class__.__name__}: ({a}+{b!r})/{a} =', (a+b)/a)
-
-        finally:
-            print('----> finally')
-
-
-    print_sum_div_first(5, 6)
-    print('*' * 20)
-    print_sum_div_first(3, 'G')
-
-::
-
-    ----> finally
-    ********************
-    ----> finally
-    Traceback (most recent call last):
-      File "sample.py", line 3, in print_sum_div_first
-        sum = a + b
-    TypeError: unsupported operand type(s) for +: 'int' and 'str'
-
-    During handling of the above exception, another exception occurred:
-
-    Traceback (most recent call last):
-      File "sample.py", line 15, in <module>
-        print_sum_div_first(3, 'G')
-      File "sample.py", line 7, in print_sum_div_first
-        print(f'{err.__class__.__name__}: ({a}+{b!r})/{a} =', (a+b)/a)
-    TypeError: unsupported operand type(s) for +: 'int' and 'str'
-
-همانطور که از خروجی نمونه کد بالا مشاهده می‌شود، داخل بدنه دستور ``except``، یک Exception دیگر رخ داده است. نکته قابل توجه این است که حتی در این وضعیت نیز بدنه دستور ``finally`` اجرا شده و سپس وقوع Exception بدنه ``except`` باعث توقف برنامه شده است.
-
-اگر به گزارش Traceback پایتون در این وضعیت دقت نمایید، مشاهده خواهید کرد که این گزارش چقدر کامل است چرا که حتی به ما می‌گوید در هنگام handle کردن یک Exception بوده که Exception دیگری رخ داده است!
-
-
-**توجه داشته باشید،** چنانچه بدنه ``try`` و ``except`` و ``finally`` شامل دستور ``return`` باشند، آنگاه این دستور ``return`` از بدنه دستور ``finally`` است که اجرا خواهد شد!:
-
-
-.. code-block:: python
-    :linenos:
-
-    def print_sum_div_first(a, b):
-        try:
-            sum = a + b
-            div = sum / a
-            return 'Successful'
-
-        except Exception as err:
-            return 'Failed'
-
-        else:
-            return 'Successful, from else!'
-
-        finally:
-            return '---------->finally!'
-
-    result = print_sum_div_first(5, 6)   # Successful
-    print(result)
-
-    result = print_sum_div_first(3, 'G') # Failed
-    print(result)
-
-::
-
-    ---------->finally!
-    ---------->finally!
-
-
-گاهی تنها از دستور ``finally`` در کنار ``try`` استفاده می‌گردد، یعنی بدون حضور هیچ‌گونه دستور ``except`` به صورت ``try/finally``. می‌توان از این قالب برای زمانیکه رخداد Exception و مدیریت آن برایمان اهمیتی نداشته باشد، بهره بگیریم. با این حال به نمونه کد زیر توجه نمایید:
-
-
-.. code-block:: python
-    :linenos:
-
-    def print_sum_div_first(a, b):
-        try:
-            sum = a + b
-            div = sum / a
-            print(f'----> Result: {div}')
-
-        finally:
-            print('--------> Finished!')
-
-
-    print_sum_div_first(5, 6)
-    print('*' * 30)
-    print_sum_div_first(3, 'G')
-
-::
-
-    ----> Result: 2.2
-    --------> Finished!
-    ******************************
-    --------> Finished!
-    Traceback (most recent call last):
-      File "sample.py", line 13, in <module>
-        print_sum_div_first(3, 'G')
-      File "sample.py", line 3, in print_sum_div_first
-        sum = a + b
-    TypeError: unsupported operand type(s) for +: 'int' and 'str'
-
-به هر حال Exception بدون handler باعث توقف اجرای برنامه می‌شود اما اگر داخل بدنه ``finally`` شامل دستور ``return`` باشد، آنگاه مفسر پایتون از اعلام Exception رخ داده که در حال حاظر به صورت موقت نگه‌داشته است تا اجرای بدنه ``finally`` به پایان برسد، صرف نظر خواهد کرد!:
-
-.. code-block:: python
-    :linenos:
-
-    def print_sum_div_first(a, b):
-        try:
-            sum = a + b
-            div = sum / a
-            print(f'----> Result: {div}')
-
-        finally:
-            print('--------> Finished!')
-            return None
-
-
-    print_sum_div_first(5, 6)
-    print('*' * 30)
-    print_sum_div_first(3, 'G')
-
-::
-
-    ----> Result: 2.2
-    --------> Finished!
-    ******************************
-    --------> Finished!
-
-
-روند انتشار Exception
-----------------------------
-
-در تمام مثال‌هایی که در این بخش ارائه شد، برای ساده‌سازی مطلب تنها به بررسی مدیریت خطا داخل یک تابع پرداختیم. ولی باید این مورد را در نظر داشته باشید، زمانی که یک Exception رخ می‌دهد، این Exception به ترتیب مراحل فراخوانی را به ابتدای اجرا در برنامه طی می‌کند و هر بار چنانچه یک handler (دستور ``try`` با ``except`` مناسب) پیدا نشود، این Exception به مرحله پیش‌تر تحویل داده می‌شود تا شاید یک handler برای آن پیدا شود. این روند تا رسیدن به اسکریپت (فایل py. اصلی برنامه) ادامه می‌یابد و در صورت عدم پیش‌بینی handler آنگاه Exception در این نقطه بروز و منجر به توقف کل برنامه می‌گردد. به عنوان مثال نمونه کد زیر را در نظر بگیرید:
-
-
-.. code-block:: python
-    :linenos:
-
-    def print_sum_div_first(a, b):
-        sum = a + b
-        div = sum / a
-        print(div)
-
-
-    def action(a, b):
-        try:
-            if isinstance(a, int):
-               print_sum_div_first(a, b)
-
-        except ZeroDivisionError as err:
-            print(f'[action function ERROR!!!] {err.__class__.__name__}')
-
-
-    try:
-        action(5, 6)    # Successfully
-        action(0, 8)    # raise ZeroDivisionError
-        action(3, 'G')  # raise TypeError
-
-    except Exception as err:
-        print(f'[module ERROR!!!] {err.__class__.__name__}')
-
-::
-
-    2.2
-    [action function ERROR!!!] ZeroDivisionError
-    [module ERROR!!!] TypeError
-
-در نمونه کد بالا همانطور که مشخص است تمام Exceptionها در داخل تابع ``print_sum_div_first`` رخ می‌دهد ولی از آنجا که این تابع فاقد handler می‌باشد، Exceptionها به یک مرحله قبل‌تر یعنی تابع ``action`` تحویل می‌گردند، ولی این تابع تنها یک handler برای ``ZeroDivisionError`` داشته پس تمامی Exceptionهای احتمالی دیگر از جمله ``TypeError`` به یک مرحله قبل‌تر تحویل و خوشبختانه در آن‌جا handle می‌شوند!
-
-
-مدیریت خطای تودرتو (Nested Exception Handling)
----------------------------------------------------
-
-به صورت کلی بدنه هر یک از دستورهای ``try`` ، ``except`` ، ``else`` ، ``finally`` به خودی‌خود می‌توانند شامل یک دستور ``try/except/else/finally`` دیگر باشد. هر جا که کدی نوشته شود آنجا نیز احتمال بروز Exception وجود دارد و هر جا که احتمال بروز Exception وجود داشته باشد به یک handler برای آن نیاز است.
-
-البته از آنجا که در یکی از بندهای فلسفه پایتون آمده: `PEP 20: Flat is better than nested <https://www.python.org/dev/peps/pep-0020/>`__ انجام این‌کار چندان پایتونی نمی‌باشد و برنامه‌نویس احتمالا می‌تواند با کمی دقت بیشر از ساختار تودرتو پرهیز کند و کدی به مراتب خواناتر توسعه دهد. به هر حال امکان این کار در زبان برنامه‌نویسی پایتون برای برنامه‌نویس محفوظ نگه‌داشته شده است.
-
-
-
-مدیریت خطا و دستور ``with``
---------------------------------------
-
-از درس بیست و یکم با مفهوم Context Manager و ارتباط آن با دستور ``with`` آشنا هستیم. اینکه مدیریت خطا برای این ساختار چگونه باشد به این بستگی دارد که می‌خواهیم در کدام نقطه Exception احتمالی را handle کنیم. بر اساس مفهوم Context Manager، در چند نقطه زیر احتمال بروز Exception وجود دارد:
-
-* داخل متد ``__init__`` کلاس ContextManager
-* داخل متد ``__enter__`` کلاس ContextManager
-* داخل بدنه دستور ``with``
-* داخل متد ``__exit__`` کلاس ContextManager
-
-
-اگر برایمان مهم نباشد می‌توانیم به صورت زیر یک handler برای بروز Exceptionهای احتمالی در تمام حالات بالا پیاده‌سازی نماییم::
-
-
-    try:
-        with ContextManager():
-            do_something()
-    except Exception as err:
-        pass
-
-
-در غیر این صورت می‌توانید مشابه نمونه کد زیر عمل نمایید::
-
-    try:
-        context_manager = ContextManager()
-
-    except Exception as err:
-        # Handler for: '__init__'
-
-    else:
-        try:
-            with context_manager:
-                try:
-                    do_something()
-
-                except Exception as err:
-                    # Handler for: 'with' body
-
-        except Exception as err:
-            # Handler for: '__enter__' and '__exit__'
-
-
-[`PEP 343 - Specification: The 'with' Statement <https://www.python.org/dev/peps/pep-0343/#specification-the-with-statement>`__]
-
-
-کارایی (Performance)
-----------------------------
-
-همیشه این سوال مطرح می‌شود که آیا بهتر است با کنترل شرط و پیاده‌سازی چندین دستور ``if`` از بروز Exception جلوگیری کنیم یا خیلی ساده این وظیفه را به یک ساختار handler بسپاریم. کدام روش کارایی بهتری دارد؟
-
-زبان برنامه‌نویسی پایتون از نظریه «درخواست بخشش راحت‌تر از کسب اجازه است» پیروی می‌کند [`EAFP: Easier to ask for forgiveness than permission <https://docs.python.org/3/glossary.html?highlight=eafp#term-eafp>`__]. بر همین اساس پایتون به صورت پیش‌فرض تمام مقادیر را صحیح فرض می‌کند و زمانی اگر خلاف این فرض رخ دهد، آنگاه برای عرض پوزش به دنبال یک handler مناسب می‌گردد!
-
-مطمئنا سربار handle کردن یک Exception از یک دستور ``if`` بیشتر است ولی تنها وقتی یک Exception به handler نیاز پیدا می‌کند که رخ بدهد! پیشنهاد پایتونی برای این مسئله ترجیح بر استفاده از دستور ``try/except`` می‌باشد تا دستور ``if``، چرا که هم خوانایی کد بیشتر می‌شود و هم از آنجایی که در صورت استفاده از دستور ``if`` روند اجرای کنترل و بررسی شرط هربار در برنامه رخ می‌دهد ولی عمل جستجو برای یافتن ``except`` مناسب تنها در زمان رخ دادن Exception انجام خواهد شد، کارایی بهتری کسب می‌گردد.
-
-
-[`مطالعه بیشتر:‌ پرسش و پاسخ مرتبط در StackOverflow <https://stackoverflow.com/q/7604636>`__]
-
-
-
-Exception Hierarchy
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-در زبان برنامه‌نویسی پایتون تمامی Exceptionهای از پیش آماده در قالب کلاس‌هایی در یک سلسله مراتب از وراثت ارايه شده است. برای مشاهده این کلاس‌ها و ساختار وراثت آن‌ها می‌توانید به اسناد پایتون مراجعه نمایید:‌ `Exception hierarchy <https://docs.python.org/3/library/exceptions.html#exception-hierarchy>`__ - این ساختار توسط تصویر پایین نمایش داده شده است:
-
-
-.. image:: /_static/lessons/l23-python-exception-hierarchy.png
-    :align: center
-    :alt: Exception Hierarchy در پایتون
-
-کلاس ``BaseException`` در بالاترین سطح وراثت برای این دست کلاس‌ها قرار دارد و تمامی Exceptionها به صورت مستقیم یا غیر مستقیم از آن ارث‌بری دارند. از این بین تنها چهار کلاس هستند که مستقیم از ``BaseException`` ارث‌بری دارند:
-
-* کلاس ``SystemExit`` [`اسناد پایتون <https://docs.python.org/3/library/exceptions.html#SystemExit>`__]: هرگاه به برنامه پایتونی با اراده برنامه‌نویس و با استفاده از تابع ``exit`` از ماژول ``sys`` [`اسناد پایتون <https://docs.python.org/3/library/sys.html#sys.exit>`__] فرمان توقف صادر شود، این Exception رخ خواهد داد.
-
-* کلاس ``KeyboardInterrupt`` [`اسناد پایتون <https://docs.python.org/3/library/exceptions.html#KeyboardInterrupt>`__]: هرگاه با استفاده از صفحه‌کلید (Keyboard) اقدام به توقف ناگهانی برنامه پایتون نماییم - معمولا با استفاده از کلیدهای ترکیبی:‌ ``Control+C``، این Exception رخ خواهد داد.
-
-* کلاس ``GeneratorExit`` [`اسناد پایتون <https://docs.python.org/3/library/exceptions.html#GeneratorExit>`__]: این Exception در زمانی که یک Generator (درس سیزدهم) بسته (Close) می‌شود [`اسناد پایتون <https://docs.python.org/3/reference/expressions.html#generator.close>`__]، رخ می‌دهد.
-
-* کلاس ``Exception`` [`اسناد پایتون <https://docs.python.org/3/library/exceptions.html#Exception>`__]: می‌توان این‌گونه شرح داد که این کلاس، supperclass تمام Exceptionها به غیر از سه مورد قبلی است!
-
-
-
-.. tip:: 
-
-  زمانی که یک نوع Exception در دستور ``except`` ذکر می‌گردد، آن دستور ``except`` به عنوان یک handler برای آن نوع Exception و تمامی subclassهایی خواهد بود که از آن Exception ارث‌بری دارند.
-
-
-.. tip:: 
-
-  دو دستور ``except`` زیر معادل یکدیگر بوده و از نظر مفسر پایتون به عنوان یک handler برای تمام انواع Exceptionها می‌باشند و تنها تفاوت آن‌ها در امکان دریافت شی Exception می‌باشد. برای ایجاد یک handler برای ``KeyboardInterrupt`` ،``SystemExit`` و ``GeneratorExit`` یا می‌بایست نام آن‌ها به صورت مستقیم در ``except`` قرار داده شود یا یکی از فرم‌های پایین از دستور ``except`` را استفاده نماییم:
-
-  ::
-
-      except:
-
-  ::
-
-      except BaseException as error:
-
-
-  در واقع ``BaseException`` نوع Exception پیش‌فرض برای دستور ``except`` می‌باشد.
-
-
-
-|
-
-----
-
-:emoji-size:`😊` امیدوارم مفید بوده باشه
-
-
-
+.. role:: emoji-size
+
+.. meta::
+      :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس بیست و سوم: مدیریت خطا در پایتون: Exception ،Traceback و Exception Handling
+
+
+.. _lesson-23: 
+
+درس ۲۳: مدیریت خطا در پایتون: Exception ،Traceback و Exception Handling
+===================================================================================================
+
+.. figure:: /_static/pages/23-python-exception-error-warning-try.jpg
+    :align: center
+    :alt: مدیریت خطا در پایتون: Exception ،Traceback و Exception Handling و try/except/else/finally
+    :class: page-image
+
+    Photo by `krakenimages <https://unsplash.com/photos/8RXmc8pLX_I>`__
+  
+
+این درس به شرح یکی از مفاهیم جدانشدنی از برنامه‌نویسی یعنی **خطا (Error)** پرداخته و چگونگی بروز و مدیریت آن در زبان برنامه‌نویسی پایتون را بررسی خواهد کرد. در این درس خواهیم آموخت که ردیابی خطا در پایتون توسط **Traceback** چگونه خواهد بود و اینکه اساسا **Exception** چیست و چه مفهومی در پایتون دارد، پیاده‌سازی دستور **try/except** در پایتون چگونه می‌باشد و همچنین نقش دستورات دیگری به مانند **else** و **finally** در کنار دستور **try** پایتون چیست.
+
+این درس تمام مفاهیم مربوط به **Error** و **Exception** را در زبان‌ برنامه‌نویسی پایتون پوشش نمی‌دهد و مطالب باقی مانده طی درس بعد ارائه خواهد شد.
+
+
+
+:emoji-size:`✔` سطح: متوسط
+
+----
+
+
+.. contents:: سرفصل‌ها
+    :depth: 2
+
+----
+
+
+.. _introduction-to-python-errors: 
+
+مقدمه
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+بروز **خطا (Error)** همواره جزیی از برنامه‌نویسی بوده و هست. خطاهای برنامه‌نویسی انواع گوناگونی دارند؛ «خطاهای زمان کامپایل» (Compile-time errors) که آنقدر فاحش هستند که مانع از ترجمه کدهای برنامه به زبان ماشین و در نهایت اجرای آن خواهند شد و برخی دیگر که می‌توانند آنقدر ناقلا باشند که تا مدت‌ها پس از اجرا نیز خودشان را نشان ندهند! به این دسته از خطاها به اصطلاح «خطاهای زمان اجرا» (Runtime errors) می‌گویند.
+
+**«خطاهای زمان کامپایل» (Compile-time errors)** حاصل اشتباه فاحش برنامه‌نویس بوده و معمولا نیز کشف و برطرف نمودن آن‌ها نیز بسیار ساده می‌باشد و از عدم رعایت درست قواعد زبان برنامه‌نویسی مانند سینتکس نشات می‌گیرند.
+
+اما بروز **«خطاهای زمان اجرا» (Runtime errors)** می‌تواند به عوامل گوناگونی وابسته باشد همانند دخالت یک عامل بیرونی یا مشکلات سخت‌افزاری که ناگهان به برنامه تحمیل می‌گردند که اگر از فرض این احتمال نیز صرف نظر کنیم!، باز هم برای دفاع در برابر این دسته از خطاها، برنامه‌نویس می‌بایست کاملا هوشیار باشد. به خصوص در زبان‌های برنامه‌نویسی پویا به مانند پایتون که انواع داده در زمان اجرا تعیین می‌گردند. برای مثال فرض کنید در داخل یک تابع قرار است با یک نوع ``int`` کار شود ولی به علت ضعف برنامه‌نویسی و عدم کنترل ورودی‌ها، یک داده با نوع ``str`` به آن ارسال گردد که در این صورت نتیجه مشخص است! البته جلوگیری از این دست خطاها نیز همچنان ساده می‌باشد!. گاهی ممکن است وضعیت آنچنان مهلک باشد که یا خیلی دیر به وجود یک خطا در برنامه پی ببریم یا برای کشف علت آن زمان زیادی صرف کنیم یا هر دو! به این نوع از خطاهای زمان اجرا، «خطاهای منطقی» (Logical errors) گفته می‌شود.
+
+**«خطاهای منطقی» (Logical errors)** برخلاف دیگر خطاها باعث توقف اجرای برنامه نشده بلکه باعث تولید نتایج نادرستی می‌شوند که از دیدگاه برنامه‌نویسی درست بوده ولی از دیدگاه منطقی کاملا اشتباه هستند. به عنوان یک مثال ساده فرض کنید فرمول محاسبه معدل اشتباه پیاده‌سازی شده باشد! این نوع خطا مصداق بارز «باگ» (Bug) در برنامه است که همیشه پیشگیری، از کشف و اصلاح آن‌ها به مراتب ساده‌تر خواهد بود.
+
+
+با وجود این توضیحات و همانطور که مشاهده خواهید کرد، بروز خطا همواره یک امر زشت و ناخواسته نبوده بلکه گاهی نیز یک استراتژی از سوی برنامه‌نویس خواهد بود تا یک وضعیت را به سطوح دیگر از برنامه اعلام یا اینکه مستقیما تغییری در روند اجرای برنامه ایجاد کند. در این صورت خطاها دیگر با نام زشت خطا خوانده نمی‌شوند بلکه به آنها **استثنا یا اعتراض یا Exception** می‌گویند.
+
+
+به صورت کلی، **Exception** امکانی برای خروج برنامه از یک وضعیت مشخص است و بروز آن، همانند اعلام عمومی یک خبر مهم در برنامه می‌باشد. می‌توان با پیش‌بینی بروز Exceptionها در برنامه، به اصطلاح آن‌ها را **catch** نمود و فرآیندی - یا به اصطلاح یک **handler** - را برای مدیریت آن‌ها پیاده‌سازی کرد. 
+
+درک وقوع یک Exception و امکان ایجاد یک فرآیند برای مدیریت آن (پیاده‌سازی handler)، قابلیت مهمی در یک زبان‌برنامه‌نویسی محسوب می‌شود. چرا که می‌توان از Exception در دو نقش زیر بهره گرفت:
+
+**۱) مدیریت خطا (Error handling):** هر Exception می‌تواند معرف یک نوع خطا یا وضعیتی نادرست در برنامه باشد، می‌توان بر اساس نوع Exception و خطایی که رخ داده برای آن از پیش چاره‌اندیشی و فرآیندی را برای مدیریت آن خطا در برنامه پیش‌بینی کرد.
+
+
+**۲) اطلاع‌رسانی یک رویداد (Event notification):** از Exceptionها می‌توان برای اعلام وقوع یک حادثه مثبت نیز در برنامه استفاده کرد. به این صورت می‌توان در زمان اجرای برنامه و بر حسب شرایط، روند اجرای برنامه را تغییر داد.
+
+----
+
+**اما مفهوم خطا در زبان برنامه‌نویسی پایتون چگونه است؟** انواع خطاها در پایتون را می‌توان در دو دسته کلی زیر در نظر گرفت:
+
+* خطای سینتکس (Syntax error)
+
+* خطای زمان اجرا (Runtime error)
+
+برای درک این دسته‌بندی و مطابقت دادن آن با توضیحات پیش لازم است تا بار دیگر به روند اجرای کدهای پایتون توجه نماییم (درس سوم - پشت صحنه اجرا). می‌دانیم پایتون یک زبان مفسری است، ولی پیش‌ از اجرا، کدهای پایتون به یک زیان میانی به نام بایت‌کد (ByteCode) ترجمه یا کامپایل می‌شوند؛ در این مرحله قواعد پایتون بررسی و در صورتی که مشکل یا خطایی وجود نداشته باشد، بایت‌کد ایجاد و به اجرا در می‌آید. خطاهایی که در این مرحله (یعنی تلاش برای ترجمه و ایجاد بایت‌کد) ممکن است رخ دهند، در پایتون **خطای سینتکس (Syntax error)** نامیده می‌شوند.
+
+زمانی که برنامه پایتونی به اجرا درمی‌آید، یعنی از نظر رعایت قوانین یا سینتکس مشکلی وجود نداشته است، بنابراین باقی خطاها در زمان اجرا رخ خواهند داد. در زبان برنامه‌نویسی پایتون تمام خطاهای زمان اجرا در قالب یک Exception اعلام یا به اصطلاح **raise** خواهند شد.
+
+.. _python-traceback: 
+
+ردیابی خطا در پایتون (Traceback)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+پس از وقوع یک خطا در زمان اجرای یک برنامه پایتونی، برای ردیابی و کشف علت رخ دادن آن خطا از Traceback استفاده می‌گردد. منظور از **Traceback**، گزارشی است که جهت راهنمایی برنامه‌نویس در هنگام وقوع یک خطای زمان اجرا، توسط مفسر پایتون ارائه داده می‌شود و گاهی نیز از آن به عنوان **Stack Trace** یاد می‌شود:
+
+
+.. code-block:: python
+    :linenos:
+    
+    def sum_int(a, b):
+        return a + b
+    
+    res = sum_int(2, 3)
+    print(res)
+
+    res = sum_int(3, 'C')
+    print(res)
+
+::
+
+    5
+    Traceback (most recent call last):
+      File "sample.py", line 7, in <module>
+        res = sum_int(3, 'C')
+      File "sample.py", line 2, in sum_int
+        return a + b
+    TypeError: unsupported operand type(s) for +: 'int' and 'str'
+
+نمونه کد بالا نمایش مثالی از بروز خطا در زمان اجراست که پیش‌تر نیز به آن اشاره کردیم. در این مثال، یک اسکریپت با نام ``sample.py`` ایجاد کرده‌ایم که کد بالا در آن درج گردیده است. تابع ``sum_int`` یک بار با مقدار قابل پذیریش (هر دو از نوع ``int``) فراخوانی می‌گردد (سطر ۴) و نتیجه (یعنی مقدار ``5``) نیز با موفقیت در خروجی چاپ می‌گردد (توسط دستور موجود در سطر ۵). اما در سطر هفتم، آرگومان‌هایی با نوع نامتناسب برای عملگر جمع ریاضی (``+``) ارسال می‌گردد و باعث بروز یک خطا یا اگر بهتر بگوییم، raise شدن یک Exception به نام ``TypeError`` می‌گردد.
+
+خروجی حاصل از وقوع Exception فوق نمایش Traceback در پایتون می‌باشد. Traceback پایتون یک راهنمایی کامل از نوع Exception و مراتب وقوع آن را به برنامه‌نویس گزارش می‌دهد که درک درست آن یک الزام برای برنامه‌نویسی می‌باشد.
+
+برخلاف برخی دیگر از زبان‌های برنامه‌نویسی به مانند Java باید توجه داشت که Traceback پایتون را  می‌بایست از پایین، یعنی سطر پایانی مورد بررسی قرار داد، این سطر توضیحی از نوع Exception رخ داده را ارائه می‌دهد و از این سطر به بالا مراحلی از روند اجرای برنامه که باعث بروز این Exception شده است را به ترتیب نمایش می‌دهد. ترتیب نمایش مراتب Exception نیز، از نمایش نقطه بروز Exception به قبل می‌باشد. به عنوان نمونه برای مثال قبل، می‌توانیم مشاهده کنیم که گفته شده:
+
+* **نوع Exception چیست؟** Exception از  نوع ``TypeError`` می‌باشد که در زمان استفاده از انواع نادرست از مقادیر  برای عملگر ``+`` رخ داده است که در اینجا، این دو نوع عبارتند از: ``'int' and 'str'``. 
+
+* **Exception در کجا رخ داده است؟‌** در سطر دوم از ``sample.py`` و  داخل بدنه ``sum_int`` و هنگام اجرای دستور ``return a + b``.
+
+* **نقطه قبل از ورود به ناحیه Exception کجا بوده است؟** در سطر هفتم از ``sample.py`` و داخل حوزه ماژول، تابع ``sum_int`` با مقادیر ``3`` و ``'C'`` فراخوانی شده است:‌ ``res = sum_int(3, 'C')``.
+
+* **آیا نقطه قبل‌تری نیز وجود دارد؟** خیر
+
+پایتون تا چندین سطح قبل‌تر از نقطه بروز Exception را توسط Traceback آشکار می‌کند. این امر کمک بسیاری در فهمیدن مسیر رسیدن به Exception را در اختیار برنامه‌نویس قرار می‌دهد.
+
+اکنون اجازه دهید نمونه کد مربوط به مثال قبل یعنی اسکریپت ``sample.py`` را با حفظ مشکل ``TypeError`` و افزودن کمی تغییر برای نمایش **خطای سینتکس (Syntax error)** آماده نماییم، بر همین اساس به  نمونه کد زیر که حاوی دو خطا از نوع Syntax error می‌باشد و خروجی آن در زمان اجرا توجه نمایید:
+
+.. code-block:: python
+    :linenos:
+    
+    def sum_int(a, b)
+        return a + b
+    
+    res = sum_int(2, 3)
+    print(res)
+
+    res = sum_int(3, 'C')
+    print(res)
+    
+    
+    '
+
+::
+
+    File "sample.py", line 1
+        def sum_int(a, b)
+                        ^
+    SyntaxError: invalid syntax
+
+در نخستین بار اجرای اسکریپت ``sample.py``، پایتون متوجه یک خطای ``SyntaxError`` در سطر یکم می‌شود و جلوی مراحل تبدیل به بایت‌کد و در نهایت اجرای برنامه را در همان نقطه می‌گیرد. طبق توضیحات چاپ شده، خطا مربوط به عدم رعایت سینتکس درست برای تعریف تابع می‌باشد. کاراکتر ``^`` به جایگاه نادرست اشاره می‌کند. در انتهای تعریف سرآیند تابع اشکالی وجود دارد که با کمی دقت می‌توان دریافت که علت به عدم وجود کاراکتر انتهایی سرآیند تابع در پایتون یعنی ``:`` می‌باشد. این مورد را اصلاح کرده و دوباره اقدام به اجرای اسکریپت ``sample.py`` می‌نماییم:
+
+
+.. code-block:: python
+    :linenos:
+    
+    def sum_int(a, b):
+        return a + b
+    
+    res = sum_int(2, 3)
+    print(res)
+
+    res = sum_int(3, 'C')
+    print(res)
+    
+    
+    '
+
+::
+
+    File "sample.py", line 11
+        '
+        ^
+    SyntaxError: EOL while scanning string literal
+
+این‌بار فرآیند اجرای برنامه در نقطه‌ای دیگر متوقف می‌گردد، سطر یازدهم از ``sample.py``. این خطا نیز از نوع ``SyntaxError`` می‌باشد ولی با توضیحی متفاوت. متن خطا می‌گوید که نحوه قرار گرفتن کاراکتر ``'`` اشتباه است. سطر یازدهم با یک کاراکتر کوتیشن پایان یافته که جفت آن و نیز عبارت یا دستوری مرتبط با آن در سطر مذکور موجود نمی‌باشد. 
+
+با اصلاح این مشکل، برنامه از حالت ``SyntaxError`` خارج شده و کد اسکریپت ``sample.py`` با موفقیت به بایت‌کد ترجمه و  به اجرا درمی‌آید. اکنون در زمان اجرا، با ``TypeError`` که پیش‌تر بررسی کردیم برخورد خواهیم کرد!
+
+
+این نکته را نیز در نظر بگیرید - همانطور که اگر به خروجی‌های دقت کرده باشید حتما متوجه شده‌اید در دو حالت مربوط به گزارش خطای مربوط به ``SyntaxError`` خبری از سطر زیر  که در حالت خطای زمان اجرای ``TypeError`` مشاهده کردیم، نمی‌باشد::
+
+     Traceback (most recent call last):
+
+
+در واقع این سطر تنها در گزارش خطاهایی که پس از اجرای برنامه رخ دهند (Runtime errors)، نمایش داده خواهد شد. در زمان بررسی و ترجمه کد پایتون به بایت‌کد هرجا مشکلی باشد عملیات در همان نقطه متوقف می‌شود و صرفا گزارشی مبنی بر ابراز آن نقطه به برنامه‌نویس ارايه می‌گردد و نه چیزی که بتوان آن را یک گزارش ردیابی با Traceback نامید چرا که هنوز برنامه به اجرا درنیامده و اصلا نیازی به این کار نیست!
+
+
+.. _python-exception-handling: 
+
+مدیریت خطا (Exception Handling)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+در زبان‌های برنامه‌نویسی صدای اعتراض یک Exception قابل درک و تشخیص است و می‌توان برای آن‌ها فرآیندی را پیش‌بینی کرد که بروز آن‌ها نه تنها باعث اتمام برنامه نشود بلکه برنامه بتواند در مسیر درست به اجرای خود ادامه دهد.
+
+در زبان برنامه‌نویسی پایتون دستور ``try/except`` برای همین منظور فراهم دیده شده است [`اسناد پایتون <https://docs.python.org/3/reference/compound_stmts.html#the-try-statement>`__] و در ادامه به بررسی انواع ساختار قابل پیاده‌سازی از این دستور خواهیم پرداخت.
+
+``try/except``
+------------------------
+
+
+ساختار این دستور به شکل زیر است::
+
+    try:
+        pass
+
+    except:
+        pass
+
+در این ساختار آن قطعه کدی که محتمل بروز Exception می‌باشد، داخل بدنه ``try`` و قطعه کدی که می‌بایست پس از وقوع Exception به اجرا درآید (بخش handler)، داخل بدنه ``except`` قرار می‌گیرند::
+
+    >>> def print_int_sum(a, b):
+    ...     try:
+    ...         print(a + b)
+    ...     except:
+    ...         print(f'ERROR: {a}+{b}')
+    ... 
+    >>> print_int_sum(2, 3)
+    5
+    >>> print_int_sum(9, 3)
+    12
+    >>> print_int_sum(5, 'D')
+    ERROR: 5+D
+
+حالت فعلی از دستور ``except`` هر نوع Exceptionای که در داخل بدنه ``try`` رخ دهد را تشخیص و ادامه اجرای برنامه را به دست می‌گیرد، به اصطلاح یک expression-less except است. ولی می‌توان دستور ``except`` را محدود به تشخیص نوع خاصی از Exception کرد. در این صورت می‌بایست نوع Exception مورد نظر خود را در کنار دستور ``except`` درج نماییم:
+
+
+.. code-block:: python
+    :linenos:
+
+    def print_int_sum(a, b):
+
+        try:
+            print(a + b)
+
+        except TypeError:
+            print(f'ERROR: {a}+{b}')
+
+
+می‌توان با استفاده از یک دستور  ``try`` چندین Exception را تشخیص دهیم. برای این منظور کافی است از یک دستور ``try`` به همراه چندین دستور ``except`` استفاده کنیم:
+
+.. code-block:: python
+    :linenos:
+
+    def print_sum_div_first(a, b):
+
+        try:
+            sum = a + b
+            div = sum / a
+            print(div)
+
+        except TypeError:
+            print(f'TypeError: ({a}+{b!r})/{a}')
+
+        except:
+            print(f'OTHER ERROR: ({a}+{b!r})/{a}')
+
+
+    print_sum_div_first(5, 6)
+    print_sum_div_first(3, 'G')
+    print_sum_div_first(0, 8)
+
+::
+
+    2.2
+    TypeError: (3+'G')/3
+    OTHER ERROR: (0+8)/0
+
+
+ساختار ``try/except`` این مثال شامل دو دستور ``except`` می‌باشد، دستور نخست تنها ``TypeError`` و دستور دوم هر Exception دیگری به جز موارد بالای خود (در اینجا: ``TypeError``) را تشخیص می‌دهند، چرا که مفسر پایتون از بالا به پایین به دنبال handler مربوطه می‌گردد و پس از یافتن، عملیات جستجوی handler متوقف می‌شود.
+
+در مثال قبل، دستور موجود در سطر ۱۷ باعث بروز خطای «تقسیم بر صفر» [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Division_by_zero>`__] یا Exceptionای با نام ``ZeroDivisionError`` در پایتون شده است - که می‌توان به صورت زیر آن را بازنویسی نمود:
+
+.. code-block:: python
+    :linenos:
+
+    def print_sum_div_first(a, b):
+
+        try:
+            sum = a + b
+            div = sum / a
+            print(div)
+
+        except TypeError:
+            print(f'TypeError: ({a}+{b!r})/{a}')
+
+        except ZeroDivisionError:
+            print(f'ZeroDivisionError: ({a}+{b!r})/{a}')
+
+
+    print_sum_div_first(5, 6)
+    print_sum_div_first(3, 'G')
+    print_sum_div_first(0, 8)
+
+::
+
+    2.2
+    TypeError: (3+'G')/3
+    ZeroDivisionError: (0+8)/0
+
+
+چنانچه مکانیزم مدیریت خطای شما برای چندین نوع Exception مشخص یکسان است می‌توانید آن دستورهای ``except`` را با یکدیگر ترکیب کرد و تنها از یک دستور ``except`` استفاده نمایید. برای این منظور تنها کافی است نام تمام Exceptionهای مورد نظر خود را در قالب یک شی توپِل به دستور ``except`` بسپرید:
+
+.. code-block:: python
+    :linenos:
+
+    def print_sum_div_first(a, b):
+
+        try:
+            sum = a + b
+            div = sum / a
+            print(div)
+
+        except (TypeError, ZeroDivisionError):
+            print(f'Error: ({a}+{b!r})/{a}')
+
+
+    print_sum_div_first(5, 6)
+    print_sum_div_first(3, 'G')
+    print_sum_div_first(0, 8)
+
+::
+
+    2.2
+    Error: (3+'G')/3
+    Error: (0+8)/0
+
+
+هر چیزی در پایتون یک شی است، حتی Exceptionها! مفسر پایتون در ازای هر Exceptionای که رخ می‌دهد یک شی نیز در اختیار برنامه‌نویس قرار می‌دهد و این شی در صورت تمایل از طریق دستور ``except`` قابل دسترس می‌باشد. برای این منظور تنها کافی است از دستور ``as`` برای انتساب آن Exception به یک متغییر با نام دلخواه استفاده نماییم:
+
+.. code-block:: python
+    :linenos:
+
+    def print_sum_div_first(a, b):
+
+        try:
+            sum = a + b
+            div = sum / a
+            print(div)
+
+        except TypeError as te:
+            print(f'{te.__class__.__name__}: ({a}+{b!r})/{a}')
+
+        except ZeroDivisionError as zde:
+            print(f'{zde.__class__.__name__}: ({a}+{b!r})/{a}')
+
+
+    print_sum_div_first(5, 6)
+    print_sum_div_first(3, 'G')
+    print_sum_div_first(0, 8)
+
+
+.. code-block:: python
+    :linenos:
+
+    def print_sum_div_first(a, b):
+
+        try:
+            sum = a + b
+            div = sum / a
+            print(div)
+
+        except (TypeError, ZeroDivisionError) as err:
+            print(f'{err.__class__.__name__}: ({a}+{b!r})/{a}')
+
+    print_sum_div_first(5, 6)
+    print_sum_div_first(3, 'G')
+    print_sum_div_first(0, 8)
+
+::
+
+    2.2
+    TypeError: (3+'G')/3
+    ZeroDivisionError: (0+8)/0
+
+البته چنانچه مایل هستید شی Exception را از طریق یک دستور ``except`` کلی (یعنی بدون ذکر نام Exception خاصی) دریافت کنید، می‌توانید از نوع یا کلاس ``Exception`` که در واقع supperclass اکثر Exceptionهای پایتون می‌باشد، استفاده نمایید:
+
+.. code-block:: python
+    :linenos:
+
+    def print_sum_div_first(a, b):
+
+        try:
+            sum = a + b
+            div = sum / a
+            print(div)
+
+        except Exception as err:
+            print(f'{err.__class__.__name__}: ({a}+{b!r})/{a}')
+
+    print_sum_div_first(5, 6)
+    print_sum_div_first(3, 'G')
+    print_sum_div_first(0, 8)
+
+::
+
+    2.2
+    TypeError: (3+'G')/3
+    ZeroDivisionError: (0+8)/0
+
+
+.. tip:: 
+
+  به صورت کلی وقتی در زمان اجرای دستورات داخل بدنه ``try`` یک Exception رخ می‌دهد، مفسر پایتون اجرای برنامه را در آن نقطه متوقف و شروع به جستجو برای یافتن یک handler یا همان دستور ``except`` متناسب با آن Exception می‌کند. در صورت پیدا کردن ``except`` مناسب، ادامه روند اجرای برنامه را از آن سر می‌گیرد و در غیر این صورت Exception بدون handler باعث توقف اجرای کل برنامه می‌گردد.
+
+.. tip:: 
+
+  چنانچه از چندین دستور ``except`` بهره می‌گیرید باید توجه داشته باشید که دستور ``except`` کلی یا همان expression-less except - در صورت وجود - می‌بایست به عنوان آخرین دستور ``except`` قرار بگیرد، در غیر این صورت دیگر دستورهای ``except`` که نوع Exception در آن‌ها مشخص شده است، فرصت اجرا پیدا نخواهند کرد.
+
+.. tip:: 
+
+  به صورت کلی دستور ``try`` پایتون فاقد یک حوزه یا Scope مجزا می‌باشد، بنابراین تمامی متغیرهایی که در بدنه دستور ``try`` تعریف می‌گردند جزیی از حوزه بیرونی خود هستند و در تمام بخش‌های داخل آن حوزه در دسترس خواهند بود. البته نباید فراموش کرد که اگر در هنگام انتساب به نام یک متغیر خطایی رخ داده باشد، بدیهی است که آن متغیر ایجاد نشده و اساسا در دسترس نیز نخواهد بود.
+
+.. tip:: 
+
+  شی Exception که توسط دستور ``except`` دریافت می‌گردد تنها در داخل بدنه همان دستور ``except`` در دسترس خواهد بود، چرا که بلافاصله پس از اتمام دستورات داخل بدنه آن ``except``، شی مذکور نیز به صورت خودکار حذف می‌گردد.
+
+
+``try/except/else``
+------------------------
+
+در کنار دستور ``try/except`` می‌توان دستور ``else`` را نیز استفاده کرد. با این کاربرد که می‌توان قطعه کدی را برای مواقعی که اجرای بخش ``try`` به پایان رسیده و هیچ Exception رخ نداده باشد، به اجرا درآوریم:
+
+
+.. code-block:: python
+    :linenos:
+
+    def print_sum_div_first(a, b):
+
+        try:
+            sum = a + b
+            div = sum / a
+
+        except Exception as err:
+            print(f'{err.__class__.__name__}: ({a}+{b!r})/{a}')
+
+        else:
+            print(f'result: ({a}+{b!r})/{a} = {div}')
+
+    print_sum_div_first(5, 6)
+    print_sum_div_first(3, 'G')
+    print_sum_div_first(0, 8)
+
+::
+
+    result: (5+6)/5 = 2.2
+    TypeError: (3+'G')/3
+    ZeroDivisionError: (0+8)/0
+
+به یک مثال دیگر نیز توجه نماید (مرتبط با مبحث فایل‌ها - درس دهم):
+
+.. code-block:: python
+    :linenos:
+
+    def write_to_log(text, write_mode):
+        try:
+            output = open('log_file.txt', write_mode)
+            output.write(text)
+
+        except FileNotFoundError as fnfe:
+            print('File Not Found!!!')
+
+        else:
+            output.close()
+            print('Successful, closed!')
+
+
+    write_to_log('A text to insert in the log file', 'r') # WRONG mode!
+    print('*' * 30)
+    write_to_log('A text to insert in the log file', 'a')
+
+::
+
+    File Not Found!!!
+    ******************************
+    Successful, closed!
+
+
+**توجه داشته باشید،** چنانچه بدنه ``try`` شامل دستور ``return`` باشد، آنگاه بدنه دستور ``else`` اجرا نخواهد شد!:
+
+
+.. code-block:: python
+    :linenos:
+
+    def print_sum_div_first(a, b):
+        try:
+            sum = a + b
+            div = sum / a
+            return 'Successful'
+
+        except Exception as err:
+            return 'Failed'
+
+        else:
+            return 'Successful, from else!'
+
+    result = print_sum_div_first(5, 6)   # Successful
+    print(result)
+
+    result = print_sum_div_first(3, 'G') # Failed
+    print(result)
+
+::
+
+    Successful
+    Failed
+
+
+
+``try/finally``  ``try/except/finally``  ``try/except/else/finally``
+---------------------------------------------------------------------------------------------
+
+دستور ``finally`` نیز یک دستور اختیاری مشابه با ``else`` می‌باشد که می‌توان از آن در کنار دستور ``try`` بهره گرفت. با استفاده از این دستور می‌توان یک قطعه کد را مهیا کرد که در هر حالتی اجرا گردد یعنی چه در حالتی که Exceptionای داخل ``try`` رخ دهد و چه ندهد! بدنه دستور ``finally`` اجرا می‌شود.
+
+اکنون می‌توان روند کلی فرآیند اجرای دستورات پایتون در یک بلاک ``try`` را به این صورت شرح داد:
+
+**۱) در صورت عدم بروز Exception** داخل بدنه دستور ``try``: پس از پایان اجرای دستورات داخل بدنه دستور ``try``، نقطه اجرای برنامه به دستور ``else`` - در صورت وجود - سپرده می‌شود، پس از پایان اجرای دستورات داخل بدنه ``else``، نقطه اجرای برنامه به دستور ``finally`` - در صورت وجود - سپرده می‌شود.
+
+**۲) در صورت بروز Exception** داخل بدنه دستور ``try``: نقطه اجرای برنامه بلافاصله به دستور ``except`` مناسب سپرده می‌شود، پس از پایان اجرای دستورات داخل بدنه ``except``، نقطه اجرای برنامه به دستور ``finally`` - در صورت وجود - سپرده می‌شود.
+
+
+
+
+.. code-block:: python
+    :linenos:
+
+    def print_sum_div_first(a, b):
+        try:
+            print('----> try')
+            sum = a + b
+            div = sum / a
+
+        except Exception as err:
+            print('----> except')
+
+        else:
+            print('----> else')
+
+        finally:
+            print('----> finally')
+
+
+    print_sum_div_first(5, 6)
+    print('*' * 20)
+    print_sum_div_first(3, 'G')
+
+::
+
+    ----> try
+    ----> else
+    ----> finally
+    ********************
+    ----> try
+    ----> except
+    ----> finally
+
+حتی اگر زمانی داخل بدنه دستور ``except`` نیز یک Exception دیگر رخ دهد، مفسر پایتون اعلام اعتراض آن Exception را موقتا نگه‌می‌دارد تا بدنه دستور ``finally`` به صورت کامل اجرا گردد. در واقع کاربرد اصلی دستور ``finally`` - که تحت هر شرایطی اجرا می‌گردد - تمیزکاری یا Cleaning Up کردن کد پس از انجام کاری مشخص است (پاک کردن فایل‌های موقت، آزادسازی منابع، حذف اشیایی که دیگر مورد نیاز نیستند و...) که از آن معمولا به عنوان Cleanup Handler نیز یاد می‌شود:
+
+
+.. code-block:: python
+    :linenos:
+
+    def print_sum_div_first(a, b):
+        try:
+            sum = a + b
+            div = sum / a
+
+        except TypeError as err:
+            print(f'{err.__class__.__name__}: ({a}+{b!r})/{a} =', (a+b)/a)
+
+        finally:
+            print('----> finally')
+
+
+    print_sum_div_first(5, 6)
+    print('*' * 20)
+    print_sum_div_first(3, 'G')
+
+::
+
+    ----> finally
+    ********************
+    ----> finally
+    Traceback (most recent call last):
+      File "sample.py", line 3, in print_sum_div_first
+        sum = a + b
+    TypeError: unsupported operand type(s) for +: 'int' and 'str'
+
+    During handling of the above exception, another exception occurred:
+
+    Traceback (most recent call last):
+      File "sample.py", line 15, in <module>
+        print_sum_div_first(3, 'G')
+      File "sample.py", line 7, in print_sum_div_first
+        print(f'{err.__class__.__name__}: ({a}+{b!r})/{a} =', (a+b)/a)
+    TypeError: unsupported operand type(s) for +: 'int' and 'str'
+
+همانطور که از خروجی نمونه کد بالا مشاهده می‌شود، داخل بدنه دستور ``except``، یک Exception دیگر رخ داده است. نکته قابل توجه این است که حتی در این وضعیت نیز بدنه دستور ``finally`` اجرا شده و سپس وقوع Exception بدنه ``except`` باعث توقف برنامه شده است.
+
+اگر به گزارش Traceback پایتون در این وضعیت دقت نمایید، مشاهده خواهید کرد که این گزارش چقدر کامل است چرا که حتی به ما می‌گوید در هنگام handle کردن یک Exception بوده که Exception دیگری رخ داده است!
+
+
+**توجه داشته باشید،** چنانچه بدنه ``try`` و ``except`` و ``finally`` شامل دستور ``return`` باشند، آنگاه این دستور ``return`` از بدنه دستور ``finally`` است که اجرا خواهد شد!:
+
+
+.. code-block:: python
+    :linenos:
+
+    def print_sum_div_first(a, b):
+        try:
+            sum = a + b
+            div = sum / a
+            return 'Successful'
+
+        except Exception as err:
+            return 'Failed'
+
+        else:
+            return 'Successful, from else!'
+
+        finally:
+            return '---------->finally!'
+
+    result = print_sum_div_first(5, 6)   # Successful
+    print(result)
+
+    result = print_sum_div_first(3, 'G') # Failed
+    print(result)
+
+::
+
+    ---------->finally!
+    ---------->finally!
+
+
+گاهی تنها از دستور ``finally`` در کنار ``try`` استفاده می‌گردد، یعنی بدون حضور هیچ‌گونه دستور ``except`` به صورت ``try/finally``. می‌توان از این قالب برای زمانیکه رخداد Exception و مدیریت آن برایمان اهمیتی نداشته باشد، بهره بگیریم. با این حال به نمونه کد زیر توجه نمایید:
+
+
+.. code-block:: python
+    :linenos:
+
+    def print_sum_div_first(a, b):
+        try:
+            sum = a + b
+            div = sum / a
+            print(f'----> Result: {div}')
+
+        finally:
+            print('--------> Finished!')
+
+
+    print_sum_div_first(5, 6)
+    print('*' * 30)
+    print_sum_div_first(3, 'G')
+
+::
+
+    ----> Result: 2.2
+    --------> Finished!
+    ******************************
+    --------> Finished!
+    Traceback (most recent call last):
+      File "sample.py", line 13, in <module>
+        print_sum_div_first(3, 'G')
+      File "sample.py", line 3, in print_sum_div_first
+        sum = a + b
+    TypeError: unsupported operand type(s) for +: 'int' and 'str'
+
+به هر حال Exception بدون handler باعث توقف اجرای برنامه می‌شود اما اگر داخل بدنه ``finally`` شامل دستور ``return`` باشد، آنگاه مفسر پایتون از اعلام Exception رخ داده که در حال حاظر به صورت موقت نگه‌داشته است تا اجرای بدنه ``finally`` به پایان برسد، صرف نظر خواهد کرد!:
+
+.. code-block:: python
+    :linenos:
+
+    def print_sum_div_first(a, b):
+        try:
+            sum = a + b
+            div = sum / a
+            print(f'----> Result: {div}')
+
+        finally:
+            print('--------> Finished!')
+            return None
+
+
+    print_sum_div_first(5, 6)
+    print('*' * 30)
+    print_sum_div_first(3, 'G')
+
+::
+
+    ----> Result: 2.2
+    --------> Finished!
+    ******************************
+    --------> Finished!
+
+
+روند انتشار Exception
+----------------------------
+
+در تمام مثال‌هایی که در این بخش ارائه شد، برای ساده‌سازی مطلب تنها به بررسی مدیریت خطا داخل یک تابع پرداختیم. ولی باید این مورد را در نظر داشته باشید، زمانی که یک Exception رخ می‌دهد، این Exception به ترتیب مراحل فراخوانی را به ابتدای اجرا در برنامه طی می‌کند و هر بار چنانچه یک handler (دستور ``try`` با ``except`` مناسب) پیدا نشود، این Exception به مرحله پیش‌تر تحویل داده می‌شود تا شاید یک handler برای آن پیدا شود. این روند تا رسیدن به اسکریپت (فایل py. اصلی برنامه) ادامه می‌یابد و در صورت عدم پیش‌بینی handler آنگاه Exception در این نقطه بروز و منجر به توقف کل برنامه می‌گردد. به عنوان مثال نمونه کد زیر را در نظر بگیرید:
+
+
+.. code-block:: python
+    :linenos:
+
+    def print_sum_div_first(a, b):
+        sum = a + b
+        div = sum / a
+        print(div)
+
+
+    def action(a, b):
+        try:
+            if isinstance(a, int):
+               print_sum_div_first(a, b)
+
+        except ZeroDivisionError as err:
+            print(f'[action function ERROR!!!] {err.__class__.__name__}')
+
+
+    try:
+        action(5, 6)    # Successfully
+        action(0, 8)    # raise ZeroDivisionError
+        action(3, 'G')  # raise TypeError
+
+    except Exception as err:
+        print(f'[module ERROR!!!] {err.__class__.__name__}')
+
+::
+
+    2.2
+    [action function ERROR!!!] ZeroDivisionError
+    [module ERROR!!!] TypeError
+
+در نمونه کد بالا همانطور که مشخص است تمام Exceptionها در داخل تابع ``print_sum_div_first`` رخ می‌دهد ولی از آنجا که این تابع فاقد handler می‌باشد، Exceptionها به یک مرحله قبل‌تر یعنی تابع ``action`` تحویل می‌گردند، ولی این تابع تنها یک handler برای ``ZeroDivisionError`` داشته پس تمامی Exceptionهای احتمالی دیگر از جمله ``TypeError`` به یک مرحله قبل‌تر تحویل و خوشبختانه در آن‌جا handle می‌شوند!
+
+
+مدیریت خطای تودرتو (Nested Exception Handling)
+---------------------------------------------------
+
+به صورت کلی بدنه هر یک از دستورهای ``try`` ، ``except`` ، ``else`` ، ``finally`` به خودی‌خود می‌توانند شامل یک دستور ``try/except/else/finally`` دیگر باشد. هر جا که کدی نوشته شود آنجا نیز احتمال بروز Exception وجود دارد و هر جا که احتمال بروز Exception وجود داشته باشد به یک handler برای آن نیاز است.
+
+البته از آنجا که در یکی از بندهای فلسفه پایتون آمده: `PEP 20: Flat is better than nested <https://www.python.org/dev/peps/pep-0020/>`__ انجام این‌کار چندان پایتونی نمی‌باشد و برنامه‌نویس احتمالا می‌تواند با کمی دقت بیشر از ساختار تودرتو پرهیز کند و کدی به مراتب خواناتر توسعه دهد. به هر حال امکان این کار در زبان برنامه‌نویسی پایتون برای برنامه‌نویس محفوظ نگه‌داشته شده است.
+
+
+
+مدیریت خطا و دستور ``with``
+--------------------------------------
+
+از درس بیست و یکم با مفهوم Context Manager و ارتباط آن با دستور ``with`` آشنا هستیم. اینکه مدیریت خطا برای این ساختار چگونه باشد به این بستگی دارد که می‌خواهیم در کدام نقطه Exception احتمالی را handle کنیم. بر اساس مفهوم Context Manager، در چند نقطه زیر احتمال بروز Exception وجود دارد:
+
+* داخل متد ``__init__`` کلاس ContextManager
+* داخل متد ``__enter__`` کلاس ContextManager
+* داخل بدنه دستور ``with``
+* داخل متد ``__exit__`` کلاس ContextManager
+
+
+اگر برایمان مهم نباشد می‌توانیم به صورت زیر یک handler برای بروز Exceptionهای احتمالی در تمام حالات بالا پیاده‌سازی نماییم::
+
+
+    try:
+        with ContextManager():
+            do_something()
+    except Exception as err:
+        pass
+
+
+در غیر این صورت می‌توانید مشابه نمونه کد زیر عمل نمایید::
+
+    try:
+        context_manager = ContextManager()
+
+    except Exception as err:
+        # Handler for: '__init__'
+
+    else:
+        try:
+            with context_manager:
+                try:
+                    do_something()
+
+                except Exception as err:
+                    # Handler for: 'with' body
+
+        except Exception as err:
+            # Handler for: '__enter__' and '__exit__'
+
+
+[`PEP 343 - Specification: The 'with' Statement <https://www.python.org/dev/peps/pep-0343/#specification-the-with-statement>`__]
+
+
+کارایی (Performance)
+----------------------------
+
+همیشه این سوال مطرح می‌شود که آیا بهتر است با کنترل شرط و پیاده‌سازی چندین دستور ``if`` از بروز Exception جلوگیری کنیم یا خیلی ساده این وظیفه را به یک ساختار handler بسپاریم. کدام روش کارایی بهتری دارد؟
+
+زبان برنامه‌نویسی پایتون از نظریه «درخواست بخشش راحت‌تر از کسب اجازه است» پیروی می‌کند [`EAFP: Easier to ask for forgiveness than permission <https://docs.python.org/3/glossary.html?highlight=eafp#term-eafp>`__]. بر همین اساس پایتون به صورت پیش‌فرض تمام مقادیر را صحیح فرض می‌کند و زمانی اگر خلاف این فرض رخ دهد، آنگاه برای عرض پوزش به دنبال یک handler مناسب می‌گردد!
+
+مطمئنا سربار handle کردن یک Exception از یک دستور ``if`` بیشتر است ولی تنها وقتی یک Exception به handler نیاز پیدا می‌کند که رخ بدهد! پیشنهاد پایتونی برای این مسئله ترجیح بر استفاده از دستور ``try/except`` می‌باشد تا دستور ``if``، چرا که هم خوانایی کد بیشتر می‌شود و هم از آنجایی که در صورت استفاده از دستور ``if`` روند اجرای کنترل و بررسی شرط هربار در برنامه رخ می‌دهد ولی عمل جستجو برای یافتن ``except`` مناسب تنها در زمان رخ دادن Exception انجام خواهد شد، کارایی بهتری کسب می‌گردد.
+
+
+[`مطالعه بیشتر:‌ پرسش و پاسخ مرتبط در StackOverflow <https://stackoverflow.com/q/7604636>`__]
+
+
+
+Exception Hierarchy
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+در زبان برنامه‌نویسی پایتون تمامی Exceptionهای از پیش آماده در قالب کلاس‌هایی در یک سلسله مراتب از وراثت ارايه شده است. برای مشاهده این کلاس‌ها و ساختار وراثت آن‌ها می‌توانید به اسناد پایتون مراجعه نمایید:‌ `Exception hierarchy <https://docs.python.org/3/library/exceptions.html#exception-hierarchy>`__ - این ساختار توسط تصویر پایین نمایش داده شده است:
+
+
+.. image:: /_static/lessons/l23-python-exception-hierarchy.png
+    :align: center
+    :alt: Exception Hierarchy در پایتون
+
+کلاس ``BaseException`` در بالاترین سطح وراثت برای این دست کلاس‌ها قرار دارد و تمامی Exceptionها به صورت مستقیم یا غیر مستقیم از آن ارث‌بری دارند. از این بین تنها چهار کلاس هستند که مستقیم از ``BaseException`` ارث‌بری دارند:
+
+* کلاس ``SystemExit`` [`اسناد پایتون <https://docs.python.org/3/library/exceptions.html#SystemExit>`__]: هرگاه به برنامه پایتونی با اراده برنامه‌نویس و با استفاده از تابع ``exit`` از ماژول ``sys`` [`اسناد پایتون <https://docs.python.org/3/library/sys.html#sys.exit>`__] فرمان توقف صادر شود، این Exception رخ خواهد داد.
+
+* کلاس ``KeyboardInterrupt`` [`اسناد پایتون <https://docs.python.org/3/library/exceptions.html#KeyboardInterrupt>`__]: هرگاه با استفاده از صفحه‌کلید (Keyboard) اقدام به توقف ناگهانی برنامه پایتون نماییم - معمولا با استفاده از کلیدهای ترکیبی:‌ ``Control+C``، این Exception رخ خواهد داد.
+
+* کلاس ``GeneratorExit`` [`اسناد پایتون <https://docs.python.org/3/library/exceptions.html#GeneratorExit>`__]: این Exception در زمانی که یک Generator (درس سیزدهم) بسته (Close) می‌شود [`اسناد پایتون <https://docs.python.org/3/reference/expressions.html#generator.close>`__]، رخ می‌دهد.
+
+* کلاس ``Exception`` [`اسناد پایتون <https://docs.python.org/3/library/exceptions.html#Exception>`__]: می‌توان این‌گونه شرح داد که این کلاس، supperclass تمام Exceptionها به غیر از سه مورد قبلی است!
+
+
+
+.. tip:: 
+
+  زمانی که یک نوع Exception در دستور ``except`` ذکر می‌گردد، آن دستور ``except`` به عنوان یک handler برای آن نوع Exception و تمامی subclassهایی خواهد بود که از آن Exception ارث‌بری دارند.
+
+
+.. tip:: 
+
+  دو دستور ``except`` زیر معادل یکدیگر بوده و از نظر مفسر پایتون به عنوان یک handler برای تمام انواع Exceptionها می‌باشند و تنها تفاوت آن‌ها در امکان دریافت شی Exception می‌باشد. برای ایجاد یک handler برای ``KeyboardInterrupt`` ،``SystemExit`` و ``GeneratorExit`` یا می‌بایست نام آن‌ها به صورت مستقیم در ``except`` قرار داده شود یا یکی از فرم‌های پایین از دستور ``except`` را استفاده نماییم:
+
+  ::
+
+      except:
+
+  ::
+
+      except BaseException as error:
+
+
+  در واقع ``BaseException`` نوع Exception پیش‌فرض برای دستور ``except`` می‌باشد.
+
+
+
+|
+
+----
+
+:emoji-size:`😊` امیدوارم مفید بوده باشه
+
+
+
diff --git a/source/lessons/l24-raise-exception-warning-and-assertion-in-python.rst b/source/lessons/l24-raise-exception-warning-and-assertion-in-python.rst
index acabcb2..3be95f0 100644
--- a/source/lessons/l24-raise-exception-warning-and-assertion-in-python.rst
+++ b/source/lessons/l24-raise-exception-warning-and-assertion-in-python.rst
@@ -1,607 +1,607 @@
-.. role:: emoji-size
-
-.. meta::
-   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس بیست و چهارم: مدیریت خطا در پایتون: Warning ،raise Exception و Assertion
-
-
-.. _lesson-24: 
-
-درس ۲۴: مدیریت خطا در پایتون: Warning ،raise Exception و Assertion
-===================================================================================================
-
-.. figure:: /_static/pages/24-python-raise-exception-warning-assertion.jpg
-    :align: center
-    :alt: مدیریت خطا در پایتون:Warning ،raise Exception و Assertion
-    :class: page-image
-
-    Photo by `Sandy Manoa <https://unsplash.com/photos/DnuC3-ZNBPQ>`__
-  
-  
-این درس در ادامه درس پیش می‌باشد و به شرح مفاهیم باقی‌مانده پیرامون مفهوم Exception در زبان برنامه‌نویسی پایتون می‌پردازد. اینکه چگونه می‌توان با استفاده از دستور raise یک Exception را به صورت عمدی در برنامه بروز داد و همچنین چگونه می‌شود یک Exception در زبان برنامه‌نویسی پایتون ایجاد نماییم. در ادامه این درس به بررسی مفاهیم Warning و Assertion در زبان‌برنامه‌نویسی پایتون و نیز ارتباط آن‌ها با Exception می‌پردازد.
-
-
-:emoji-size:`✔` سطح: متوسط
-
-----
-
-
-.. contents:: سرفصل‌ها
-    :depth: 2
-
-----
-
-
-دستور ``raise``
-~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-از درس پیش با Exception آشنا شده‌ایم و مشاهده کردیم در زمان اجرای برنامه پایتونی (Runtime) تمامی خطاها در قالب یک Exception اعلام می‌گردند. اما در برنامه‌نویسی زمان‌های بسیاری خواهد بود که برنامه‌نویس می‌بایست خود اقدام به بروز Exception نماید. یک ماژول در هنگام انجام کار مشخصی ممکن است با وضعیت‌های مختلفی روبرو گردد که می‌بایست این وضعیت‌ها را به ماژول سطح بالاتر خود اعلام کند تا در نهایت نتیجه و توضیح مناسب برای کاربر فراهم گردد. برای مثال در پیاده‌سازی API ماژولی که انجام خدمت را به عهده دارد، هنگامی که به خطا یا وضعیتی  خاص برخورد می‌کند، می‌تواند این وضعیت را در قالب بروز یک Exception اعلام کند و ماژولی که وظیفه تولید پاسخ یا Response را برعهده دارد، بر اساس نوع Exception رخ داده می‌تواند یک Response مناسب تولید نماید.
-
-در زبان برنامه‌نویسی پایتون از دستور ``raise`` [`اسناد پایتون <https://docs.python.org/3/reference/simple_stmts.html#raise>`__] برای بروز یک Exception استفاده می‌گردد::
-
-    raise exception_object
-
-به نمونه کد زیر توجه نمایید:
-
-.. code-block:: python
-    :linenos:
-    
-    def self_sum_int(a):
-        if not isinstance(a, int):
-            raise TypeError()
-        
-        return a + a
-
-    res = self_sum_int('C')
-    print(res)
-
-
-::
-
-    Traceback (most recent call last):
-      File "sample.py", line 7, in <module>
-        res = self_sum_int('C')
-      File "sample.py", line 3, in self_sum_int
-        raise TypeError()
-    TypeError
-
-در نمونه کد بالا ما یک شی از کلاس ``TypeError`` ایجاد و آن را raise کردیم (سطر ۳). همانطور که مشاهده می‌کنید، شرح Exception در Traceback (سطر پایانی) با آن چیزی که در درس پیش شاهد آن بودیم، متفاوت است و همچنین علت بروز Exception نیز raise شدن آن اعلام شده است. 
-
-می‌توان در هنگام نمونه‌سازی از کلاس Exception مورد نظر، یک متن دلخواه (یک شی از نوع ``str``) به عنوان شرح Exception در زمان نمونه‌سازی به صورت آرگومان ارسال کنیم:
-
-
-.. code-block:: python
-    :linenos:
-    
-    def self_sum_int(a):
-        if not isinstance(a, int):
-            raise TypeError(f"The input must be 'int' type, {a!r} is {type(a)}")
-        
-        return a + a
-
-    res = self_sum_int('C')
-    print(res)
-
-
-::
-
-    Traceback (most recent call last):
-      File "sample.py", line 7, in <module>
-        res = self_sum_int('C')
-      File "sample.py", line 3, in self_sum_int
-        raise TypeError(f'The input must be of the integer type, {a} is {type(a)}')
-    TypeError: The input must be 'int' type, 'C' is <class 'str'>
-
-
-طی درس پیش مشاهده کردیم، چنانچه در زمان handle کردن یک Exception، یک Exception دیگر رخ دهد؛ در نتیجه Traceback نهایی نیز شامل یک Traceback به ازای هر Exception خواهد بود. این امکان نیز توسط دستور ``raise`` برای برنامه‌نویس فراهم می‌باشد. می‌توان با استفاده از دستور ``from`` در کنار  ``raise``،  دو Exception را به یکدیگر متصل و سپس raise کرد::
-
-   raise exception_object from other_exception_object
-
-به نمونه کد ساده زیر و خروجی آن توجه نمایید:
-
-.. code-block:: python
-    :linenos:
-    
-    def sum_int(a, b):
-        try:
-            return a + b
-        except Exception as exception:
-            raise RuntimeError("Something bad happened") from exception
-
-    res = sum_int(3, 'C')
-    print(res)
-
-::
-
-    Traceback (most recent call last):
-      File "sample.py", line 3, in sum_int
-        return a + b
-    TypeError: unsupported operand type(s) for +: 'int' and 'str'
-
-    The above exception was the direct cause of the following exception:
-
-    Traceback (most recent call last):
-      File "sample.py", line 7, in <module>
-        res = sum_int(3, 'C')
-      File "sample.py", line 5, in sum_int
-        raise RuntimeError("Something bad happened") from exception
-    RuntimeError: Something bad happened
-
-به عنوان یک نمونه کاربرد، از این روش می‌توان برای ایجاد یک Wrapper برای چندین Exception بهره برد. در این حالت کد سطح بالاتر تنها نیاز است یک نوع Exception را handle نماید:
-
-.. code-block:: python
-    :linenos:
-    
-    def sum_int(a, b):
-        try:
-            return a + b
-        except TypeError as type_err:
-            raise RuntimeError(f'Something bad happened \n    => {str(type_err)}') from type_err
-
-
-
-    try:
-        res = sum_int(3, 'C')
-        print(res)
-    
-    except RuntimeError as runtime_err:
-        print(f'{runtime_err.__class__.__name__}: {str(runtime_err)}')
-
-::
-
-    RuntimeError: Something bad happened 
-        => unsupported operand type(s) for +: 'int' and 'str'
-
-ایجاد Exception
-~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-در زبان برنامه‌نویسی پایتون با ایجاد یک کلاس و ارث‌بری از ``Exception`` یا یکی از subclassهای آن می‌توان یک Exception جدید ایجاد نمود:
-
-.. code-block:: python
-    :linenos:
-    
-    class NegativeNumberError(Exception):
-        """Raised when the input value is negative number"""
-        pass
-
-
-    def plus(num):
-        if num < 0:
-            raise NegativeNumberError(f'{num} is a negative number!')
-            
-        return num + num
-
-
-    try:
-        print(plus(10))
-        print('*' * 30)
-        print(plus(-5))
-    
-    except NegativeNumberError as err:
-        print(str(err))
-    
-    except:
-        print('Something bad happened!')
-        
-::
-
-   20
-   ******************************
-   -5 is a negative number!
-
-بدیهی است که می‌توان کلاس‌های Exception خود را مطابق با میل خود پیاده‌سازی نمود:
-
-.. code-block:: python
-    :linenos:
-    
-    class NegativeNumberError(Exception):
-        """Raised when the input value is negative number"""
-    
-        def __init__(self, number, message="Number must be positive"):
-            self.number = number
-            self.message = message
-            super().__init__(self.message)
-
-        def __str__(self):
-            return f'ERROR[{self.number}] -> {self.message}'
-
-
-    def plus(num):
-        if num < 0:
-            raise NegativeNumberError(num)
-            
-        return num + num
-
-
-    try:
-        print(plus(10))
-        print('*' * 30)
-        print(plus(-5))
-    
-    except NegativeNumberError as err:
-        print(str(err))
-    
-    except:
-        print('Something bad happened!')
-        
-::
-
-   20
-   ******************************
-   ERROR[-5] -> Number must be positive
-
-
-.. note::
-  در  زبان‌برنامه‌نویسی پایتون پیشنهاد می‌شود که اگر هدف از ایجاد Exception نمایش یک خطا باشد، در انتهای نام کلاس از واژه Error استفاده گردد.
-
-
-ماژول warnings
-~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-تا این لحظه با مفهوم Exception آشنا شده‌ایم. می‌دانیم که بروز Exception در واقع اعلام یک خطا یا یک رویداد مهم در برنامه می‌باشد که می‌بایست حتما handle شود، در غیر این صورت برنامه قادر به انجام دستورات نخواهد بود.
-
-اما گاهی اعلام یک رویداد آنقدر مهم نیست که بخواهد روند اجرای برنامه را تهدید کند. بلکه صرفا یک هشدار برای توجه بیشتر یا اصلاح رفتار برای نسخه‌های بعدی خواهد بود که **بیشتر کاربرد آن برای توسعه‌دهندگان برنامه می‌باشد تا کاربرانی که به نوعی مصرف‌کنندگان آن برنامه محسوب می‌شوند**. در زبان برنامه‌نویسی پایتون، ماژول ``warnings`` [`اسناد پایتون <https://docs.python.org/3/library/warnings.html>`__] برای استفاده در چنین زمان‌هایی فراهم آورده شده است [`PEP 230 <https://www.python.org/dev/peps/pep-0230>`__].
-
-
-پیش از مراجعه به این ماژول از کتابخانه استاندارد زبان برنامه‌نویسی پایتون لازم است نگاهی دوباره به انتهای فهرست سلسله‌مراتب وراثت Exceptionها که در درس پیش آن را بررسی کردیم بیاندازیم، در انتهای این فهرست کلاس‌هایی با پسوند Warning قراردارند [`Exception hierarchy <https://docs.python.org/3/library/exceptions.html#exception-hierarchy>`__]:
-
-
-.. image:: /_static/lessons/l24-python-exception-hierarchy-warnings.png
-    :align: center
-    :alt: Exception Hierarchy در پایتون به همراه warnings
-
-همان‌طور که مشاهده می‌شود، تمام این کلاس‌ها از کلاسی با نام ``Warning`` ارث‌بری دارند که خود این کلاس نیز از کلاس ``Exception`` ارث‌بری دارد. 
-
-این‌ها Warning هستند، Exceptionهایی که هدف از توسعه آنها اعلام یک هشدار می‌باشد و نه اعتراضی که تنبیه آن توقف برنامه باشد. با این حال به نمونه کد زیر توجه نمایید:
-
-.. code-block:: python
-    :linenos:
-
-    def sum_int(a, b):
-        raise DeprecationWarning('"sum_int" will be removed in version 2.0')
-        sum = a + b
-        print(sum)
-
-
-    sum_int(6, 5)
-    print('Done.')
-
-::
-
-    Traceback (most recent call last):
-      File "sample.py", line 7, in <module>
-        sum_int(6, 5)
-      File "sample.py", line 2, in sum_int
-        raise DeprecationWarning('"sum_int" will be removed in version 2.0')
-    DeprecationWarning: "sum_int" will be removed in version 2.0
-
-ساختار سلسله‌مراتب به ما گفته بود که Warningها در اصل Exception هستند (وجود رابطه IS-A به دلیل وراثت - درس هجدهم) و زمانی که یک Exception به اصطلاح raise شود، حتما می‌بایست یک handler برای آن پیش‌بینی شده باشد. در واقع اگر برای بروز یک Warning از دستور ``raise`` استفاده شود، دستور ``raise`` همان کاری را با Warning انجام می‌دهد که با هر نوع Exception دیگری انجام خواهد داد.
-
-
-تابع ``warnings.warn``
----------------------------
-
-
-اگر بخواهیم بروز یک Exception به صورتی هشدارگونه باشد، می‌بایست به سراغ ماژول ``warnings`` برویم. اکنون اگر نمونه کد قبل را با کمک این ماژول بازنویسی نماییم، نتیجه زیر حاصل می‌گردد:
-
-.. code-block:: python
-    :linenos:
-
-    import warnings
-
-    def sum_int(a, b):
-        warnings.warn('"sum_int" will be removed in version 2.0', DeprecationWarning)
-        sum = a + b
-        print(sum)
-
-
-    sum_int(6, 5)
-    print('Done.')
-
-::
-
-    sample.py:4: DeprecationWarning: "sum_int" will be removed in version 2.0
-      warnings.warn('"sum_int" will be removed in version 2.0', DeprecationWarning)
-    11
-    Done.
-
-همان‌طور که مشاهده می‌شود تنها یک پیام هشدار در خروجی چاپ (print) می‌شود و دیگر خبری از Traceback نیست و برنامه بدون هیچ اخلالی باموفقیت تا خط پایان به اجرای خود ادامه داده است. 
-
-
-برای اعلام یک هشدار از تابع ``warn`` در ماژول ``warnings`` استفاده می‌شود [`اسناد پایتون <https://docs.python.org/3/library/warnings.html#warnings.warn>`__] که تعریف آن به شکل زیر می‌باشد::
-
-    warn(message, category=None, stacklevel=1, source=None)
-
-بر اساس تعریف، این تابع یک پارامتر اجباری (``message``) و سه پارامتر اختیاری دارد.
-
-* **message**: می‌بایست یک شی ``str`` باشد و متن هشداری است که می‌خواهیم نمایش داده شود.
-
-* **category**: نوع Warning را مشخص می‌کند که می‌بایست **نام یک subclass از کلاس** ``Warning`` باشد. برای مشاهده انواع Warningهای از پیش آماده در پایتون می‌توانید به `Warning Categories <https://docs.python.org/3/library/warnings.html#warning-categories>`__ مراجعه نمایید. ارسال آرگومان برای این پارامتر اختیاری است و در صورت عدم ارسال، نوع ``UserWarning`` به صورت پیش‌فرض در نظر گرفته خواهد شد. 
-
-* **stacklevel**: اگر دقت کرده باشید متن هشدار شامل اطلاعاتی از محل بروز آن می‌باشد. این پارامتر یک عدد از نوع ``int`` و بزرگتر یا مساوی از ``1`` را دریافت و تعیین می‌کند که این اطلاعات مربوط به کدام سطح از  فراخوانی کد و رسیدن به این هشدار باشد. به این صورت که: عدد ``1`` (مقدار پیش‌فرض) به محل دقیق بروز هشدار، عدد ``2`` به یک مرحله قبل‌تر از محل بروز هشدار و ...
-
-  .. code-block:: python
-      :linenos:
-
-
-      import warnings
-
-      def sum_int(a, b):
-          print('-' * 30,  'stacklevel=1')
-          warnings.warn('"sum_int" will be removed in version 2.0', stacklevel=1)
-          print('-' * 30,  'stacklevel=2')
-          warnings.warn('"sum_int" will be removed in version 2.0', stacklevel=2)
-          print('-' * 30,  'stacklevel=3')
-          warnings.warn('"sum_int" will be removed in version 2.0', stacklevel=3)
-          print('-' * 30,  'stacklevel=4')
-          warnings.warn('"sum_int" will be removed in version 2.0', stacklevel=4)
-          print('-' * 30,  'stacklevel=5')
-          warnings.warn('"sum_int" will be removed in version 2.0', stacklevel=5)
-          print('-' * 30)
-          sum = a + b
-          print(sum)
-
-
-      def action(a, b):
-         sum_int(6, 5)
-
-
-      action(6, 5)
-      print('Done.')
-
-  ::
-
-      ------------------------------ stacklevel=1
-      sample.py:5: UserWarning: "sum_int" will be removed in version 2.0
-        warnings.warn('"sum_int" will be removed in version 2.0', stacklevel=1)
-      ------------------------------ stacklevel=2
-      sample.py:20: UserWarning: "sum_int" will be removed in version 2.0
-        sum_int(6, 5)
-      ------------------------------ stacklevel=3
-      sample.py:23: UserWarning: "sum_int" will be removed in version 2.0
-        action(6, 5)
-      ------------------------------ stacklevel=4
-      sys:1: UserWarning: "sum_int" will be removed in version 2.0
-      ------------------------------ stacklevel=5
-      ------------------------------
-      11
-      Done.
-
-Warnings Filter
-----------------------
-
-حالتی را تصور کنید که برنامه شما پر از Warningهای متنوع می‌باشد. Warnings Filter امکانی است برای اینکه مشخص کنیم کدام نوع Warning نادیده گرفته شود یا کدام نوع نمایش داده شود یا کدام نوع همچون یک Exception واقعی رفتار کند. برای این منظور از از تابع ``simplefilter`` در ماژول ``warnings`` استفاده می‌شود [`اسناد پایتون <https://docs.python.org/3/library/warnings.html#warnings.simplefilter>`__] که تعریف آن به شکل زیر می‌باشد::
-
-    simplefilter(action, category=Warning, lineno=0, append=False)
-
-بر اساس تعریف، این تابع یک پارامتر اجباری (``action``) و سه پارامتر اختیاری دارد.
-
-
-* **action**: از نوع ``str`` بوده و می‌تواند یکی از مقادیر پایین باشد. این مشخص می‌کند که چه عملیاتی می‌بایست بر روی Warningها اعمال شود:
-
-  .. container:: table
-
-	  ======================  ===================================================================
-	  مقدار                   توضیحات
-	  ======================  ===================================================================
-	  ``'default'``           حالت پیش‌فرض، هر Warning به ازای سطری که در آن قرار دارد یکبار چاپ شود
-	  ``'error'``             تبدیل رفتار Warning به Exception واقعی - بروز خطا
-	  ``'ignore'``            نادیده گرفتن Warning
-	  ``'always'``            Warning هر بار چاپ شود
-	  ``'module'``            هر Warning به ازای هر ماژول تنها یکبار چاپ شود
-	  ``'once'``              هر Warning به ازای کل برنامه تنها یکبار چاپ شود
-	  ======================  ===================================================================
-
-* **category**: نوع Warning را مشخص می‌کند که می‌بایست **نام یک subclass از کلاس** ``Warning`` باشد. ارسال آرگومان برای این پارامتر اختیاری است و در صورت عدم ارسال، عمل مشخص شده توسط پارامتر action برای تمام انواع Warningها در برنامه اعمال می‌گردد. 
-
-به نمونه کدهای زیر توجه نمایید:
-
-.. code-block:: python
-    :linenos:
-
-    import warnings
-    warnings.simplefilter('ignore')
-    # $ python3 -Wi sample.py
-    # $ python3 -Wignore sample.py
-
-
-    print('-------Before #01-------')
-    warnings.warn('#01')
-    print('-------After  #01-------')
-
-::
-
-    -------Before #01-------
-    -------After  #01-------
-
-
-.. code-block:: python
-    :linenos:
-
-    import warnings
-    warnings.simplefilter('ignore', DeprecationWarning)
-    # $ python3 -Wignore::DeprecationWarning sample.py
-    # $ python3 -Wi::DeprecationWarning sample.py
-
-
-    print('-------Before #02-------')
-    warnings.warn('#02')
-    print('-------After  #02-------')
-
-    print('-------Before #03-------')
-    warnings.warn('#03', DeprecationWarning)
-    print('-------After  #03-------')
-
-::
-
-    -------Before #02-------
-    sample.py:8: UserWarning: #02
-      warnings.warn('#02')
-    -------After  #02-------
-    -------Before #03-------
-    -------After  #03-------
-
-
-.. code-block:: python
-    :linenos:
-
-    import warnings
-    warnings.simplefilter('error')
-    # $ python3 -We sample.py
-    # $ python3 -Werror sample.py
-
-
-    print('-------Before #04-------')
-    warnings.warn('#04')
-    print('-------After  #04-------')
-
-
-::
-
-      -------Before #04-------
-      Traceback (most recent call last):
-        File "sample.py", line 8, in <module>
-          warnings.warn('#04')
-      UserWarning: #04
-
-
-.. tip:: 
-
-   اعمال Filter در زمان اجرای اسکریپت نیز با استفاده از کلید ``W-`` ممکن می‌باشد [`اسناد پایتون <https://docs.python.org/3/using/cmdline.html#cmdoption-w>`__] که در هر نمونه کد، معادل دستور اجرای پایتون نیز به صورت کامنت درج شده است.
-
-
-.. tip:: 
-
-  همانند Exceptionها می‌توانید انواع Warning خود را ایجاد نمایید. برای این منظور تنها کافی است یک کلاس ایجاد نمایید که از کلاس ``Warning`` یا یکی از subclassهای آن ارث‌بری داشته باشد.
-
-.. note:: 
-
-  این بخش به دلیل وابستگی مبحث Warning با مبحث مهم Exception در زبان‌برنامه‌نویسی پایتون و صرفا به منظور آشنایی خوانندگان با همچنین قابلیتی در این زبان تهیه شده است. ماژول ``warnings`` امکانات گسترده‌تری را فراهم می‌آورد که پرداختن به تمام آن‌ها خارج از حوصله این درس می‌بود، بنابراین علاقه‌مندان برای مطالعه بیشتر می‌توانند به مستندات رسمی پایتون مراجعه نمایند.
-
-
-
-دستور ``assert``
-~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-ادعا یا Assertion در برنامه‌نویسی به عبارت‌های ساده از شرط‌های بولی گفته می‌شود که درستی یک «وضعیت» یا یک «حقیقت» در کد را بررسی می‌کنند. باید توجه داشت Assertion در واقع یک ابزار برای کمک به توسعه برنامه می‌باشد که کاربرد آن در ایجاد تست کد در زمان تست‌نویسی و دیباگ (Debug) برنامه در محیط توسعه می‌باشد و نه در محیط اجرای برنامه به عنوان محصول.
-
-
-فلوچارت یک Assertion به صورت زیر ترسیم می‌شود:
-
-.. image:: /_static/lessons/l24-python-assertion-flowchart.png
-    :align: center
-    :width: 450
-    :alt: دستور ``assert`` در پایتون - فلوچارت Assertion
-
-
-در زبان برنامه‌نویسی پایتون Assertion با استفاده از دستور ``assert`` پیاده‌سازی می‌گردد [`اسناد پایتون <https://docs.python.org/3/reference/simple_stmts.html#the-assert-statement>`__] و با یکی از دو سینتکس زیر قابل پیاده‌سازی می‌باشد::
-
-    assert condition_expression 
-
-::
-
-    assert condition_expression, 'error_message'
-
-
-به نمونه کد زیر توجه نمایید:
-
-.. code-block:: python
-    :linenos:
-
-    def average(numbers):
-        assert len(numbers) != 0
-        return sum(numbers)/len(numbers)
-
-    numbers = [1, 2, 3, 4, 5]
-    print(f'Average of {numbers}: {average(numbers)}')
-
-    print('-' * 30)
-
-    numbers = []
-    print(f'Average of {numbers}: {average(numbers)}')
-
-::
-
-    Average of [1, 2, 3, 4, 5]: 3.0
-    ------------------------------
-    Traceback (most recent call last):
-      File "sample.py", line 11, in <module>
-        print(f'Average of {numbers}: {average(numbers)}')
-      File "sample.py", line 2, in average
-        assert len(numbers) != 0
-    AssertionError
-
-
-فرض توسعه‌دهنده تابع ``average`` مثال قبل این بوده که به این تابع داده‌ای با طول صفر ارسال نمی‌گردد، ولی اگر در زمان تست یا ادامه مراحل توسعه برنامه این مقدار ارسال گردد، باید یک فکری برای اصلاح آن کرد! چرا که این تابع آمادگی کافی برای تبدیل شدن به یک باگ در برنامه را دارد!
-
-می‌توان برای دستور ``assert`` یک پیام خطا نیز اختصاص داد:
-
-
-.. code-block:: python
-    :linenos:
-
-    def average(numbers):
-        assert len(numbers) != 0, 'List[numbers] is empty.'
-        return sum(numbers)/len(numbers)
-
-    numbers = []
-    print(f'Average of {numbers}: {average(numbers)}')
-
-::
-
-    Traceback (most recent call last):
-      File "sample.py", line 6, in <module>
-        print(f'Average of {numbers}: {average(numbers)}')
-      File "sample.py", line 2, in average
-        assert len(numbers) != 0, 'List[numbers] is empty.'
-    AssertionError: List[numbers] is empty.
-
-
-همانطور پیش‌تر بیان شده دستورهای ``assert`` یک قابلیت برای زمان توسعه می‌باشند بنابراین باید توجه داشت که تمامی این دستورات هنگامی که برنامه با کلید بهینه‌سازی (Optimization - درس چهارم) یعنی ``O-`` یا ``OO-`` اجرا گردد، در زمان کامپیال حذف و در بایت‌کد قرار نخواهند گرفت::
-
-    $ python -O script.py
-
-
-این شرایط مشابه حالتی است که بجای دستور ``assert``، مستقیم از دستور ``raise`` به شکل زیر استفاده نماییم::
-
-    if __debug__:
-        if not condition_expression: raise AssertionError()
-
-::
-
-    if __debug__:
-        if not condition_expression: raise AssertionError('error_message')
-
-``__debug__`` یک متغیر داخلی در محیط اجرای پایتون با مقدار پیش‌فرض ``True`` می‌باشد [`اسناد پایتون <https://docs.python.org/3/library/constants.html#__debug__>`__]. مقدار این متغیر در تمام طول مدت اجرای برنامه ثابت خواهد بود و تنها زمانی که برنامه با کلید بهینه‌سازی اجرا گردد، مقدار آن به ``False`` تغییر می‌یابد. بنابراین دستور ``raise AssertionError`` هیچگاه اجرا نخواهد شد.
-
-
-همچنین نباید فراموش کرد که ``AssertionError`` یکی از Exceptionهای آماده پایتون می‌باشد [`اسناد پایتون <https://docs.python.org/3/library/exceptions.html#AssertionError>`__]. بنابراین هنگام بروز ممکن است توسط دستور ``try``، به صورت ناخواسته handle شود:
-
-.. code-block:: python
-    :linenos:
-
-    def average(numbers):
-        assert len(numbers) != 0, 'List[numbers] is empty.'
-        return sum(numbers)/len(numbers)
-
-    try:
-
-        numbers = []
-        print(f'Average of {numbers}: {average(numbers)}')
-
-    except Exception as err: # or except:
-        print('Something bad happened!')
-
-::
-
-    Something bad happened!
-
-
-
-|
-
-----
-
-:emoji-size:`😊` امیدوارم مفید بوده باشه
-
-
-
+.. role:: emoji-size
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس بیست و چهارم: مدیریت خطا در پایتون: Warning ،raise Exception و Assertion
+
+
+.. _lesson-24: 
+
+درس ۲۴: مدیریت خطا در پایتون: Warning ،raise Exception و Assertion
+===================================================================================================
+
+.. figure:: /_static/pages/24-python-raise-exception-warning-assertion.jpg
+    :align: center
+    :alt: مدیریت خطا در پایتون:Warning ،raise Exception و Assertion
+    :class: page-image
+
+    Photo by `Sandy Manoa <https://unsplash.com/photos/DnuC3-ZNBPQ>`__
+  
+  
+این درس در ادامه درس پیش می‌باشد و به شرح مفاهیم باقی‌مانده پیرامون مفهوم Exception در زبان برنامه‌نویسی پایتون می‌پردازد. اینکه چگونه می‌توان با استفاده از دستور raise یک Exception را به صورت عمدی در برنامه بروز داد و همچنین چگونه می‌شود یک Exception در زبان برنامه‌نویسی پایتون ایجاد نماییم. در ادامه این درس به بررسی مفاهیم Warning و Assertion در زبان‌برنامه‌نویسی پایتون و نیز ارتباط آن‌ها با Exception می‌پردازد.
+
+
+:emoji-size:`✔` سطح: متوسط
+
+----
+
+
+.. contents:: سرفصل‌ها
+    :depth: 2
+
+----
+
+
+دستور ``raise``
+~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+از درس پیش با Exception آشنا شده‌ایم و مشاهده کردیم در زمان اجرای برنامه پایتونی (Runtime) تمامی خطاها در قالب یک Exception اعلام می‌گردند. اما در برنامه‌نویسی زمان‌های بسیاری خواهد بود که برنامه‌نویس می‌بایست خود اقدام به بروز Exception نماید. یک ماژول در هنگام انجام کار مشخصی ممکن است با وضعیت‌های مختلفی روبرو گردد که می‌بایست این وضعیت‌ها را به ماژول سطح بالاتر خود اعلام کند تا در نهایت نتیجه و توضیح مناسب برای کاربر فراهم گردد. برای مثال در پیاده‌سازی API ماژولی که انجام خدمت را به عهده دارد، هنگامی که به خطا یا وضعیتی  خاص برخورد می‌کند، می‌تواند این وضعیت را در قالب بروز یک Exception اعلام کند و ماژولی که وظیفه تولید پاسخ یا Response را برعهده دارد، بر اساس نوع Exception رخ داده می‌تواند یک Response مناسب تولید نماید.
+
+در زبان برنامه‌نویسی پایتون از دستور ``raise`` [`اسناد پایتون <https://docs.python.org/3/reference/simple_stmts.html#raise>`__] برای بروز یک Exception استفاده می‌گردد::
+
+    raise exception_object
+
+به نمونه کد زیر توجه نمایید:
+
+.. code-block:: python
+    :linenos:
+    
+    def self_sum_int(a):
+        if not isinstance(a, int):
+            raise TypeError()
+        
+        return a + a
+
+    res = self_sum_int('C')
+    print(res)
+
+
+::
+
+    Traceback (most recent call last):
+      File "sample.py", line 7, in <module>
+        res = self_sum_int('C')
+      File "sample.py", line 3, in self_sum_int
+        raise TypeError()
+    TypeError
+
+در نمونه کد بالا ما یک شی از کلاس ``TypeError`` ایجاد و آن را raise کردیم (سطر ۳). همانطور که مشاهده می‌کنید، شرح Exception در Traceback (سطر پایانی) با آن چیزی که در درس پیش شاهد آن بودیم، متفاوت است و همچنین علت بروز Exception نیز raise شدن آن اعلام شده است. 
+
+می‌توان در هنگام نمونه‌سازی از کلاس Exception مورد نظر، یک متن دلخواه (یک شی از نوع ``str``) به عنوان شرح Exception در زمان نمونه‌سازی به صورت آرگومان ارسال کنیم:
+
+
+.. code-block:: python
+    :linenos:
+    
+    def self_sum_int(a):
+        if not isinstance(a, int):
+            raise TypeError(f"The input must be 'int' type, {a!r} is {type(a)}")
+        
+        return a + a
+
+    res = self_sum_int('C')
+    print(res)
+
+
+::
+
+    Traceback (most recent call last):
+      File "sample.py", line 7, in <module>
+        res = self_sum_int('C')
+      File "sample.py", line 3, in self_sum_int
+        raise TypeError(f'The input must be of the integer type, {a} is {type(a)}')
+    TypeError: The input must be 'int' type, 'C' is <class 'str'>
+
+
+طی درس پیش مشاهده کردیم، چنانچه در زمان handle کردن یک Exception، یک Exception دیگر رخ دهد؛ در نتیجه Traceback نهایی نیز شامل یک Traceback به ازای هر Exception خواهد بود. این امکان نیز توسط دستور ``raise`` برای برنامه‌نویس فراهم می‌باشد. می‌توان با استفاده از دستور ``from`` در کنار  ``raise``،  دو Exception را به یکدیگر متصل و سپس raise کرد::
+
+   raise exception_object from other_exception_object
+
+به نمونه کد ساده زیر و خروجی آن توجه نمایید:
+
+.. code-block:: python
+    :linenos:
+    
+    def sum_int(a, b):
+        try:
+            return a + b
+        except Exception as exception:
+            raise RuntimeError("Something bad happened") from exception
+
+    res = sum_int(3, 'C')
+    print(res)
+
+::
+
+    Traceback (most recent call last):
+      File "sample.py", line 3, in sum_int
+        return a + b
+    TypeError: unsupported operand type(s) for +: 'int' and 'str'
+
+    The above exception was the direct cause of the following exception:
+
+    Traceback (most recent call last):
+      File "sample.py", line 7, in <module>
+        res = sum_int(3, 'C')
+      File "sample.py", line 5, in sum_int
+        raise RuntimeError("Something bad happened") from exception
+    RuntimeError: Something bad happened
+
+به عنوان یک نمونه کاربرد، از این روش می‌توان برای ایجاد یک Wrapper برای چندین Exception بهره برد. در این حالت کد سطح بالاتر تنها نیاز است یک نوع Exception را handle نماید:
+
+.. code-block:: python
+    :linenos:
+    
+    def sum_int(a, b):
+        try:
+            return a + b
+        except TypeError as type_err:
+            raise RuntimeError(f'Something bad happened \n    => {str(type_err)}') from type_err
+
+
+
+    try:
+        res = sum_int(3, 'C')
+        print(res)
+    
+    except RuntimeError as runtime_err:
+        print(f'{runtime_err.__class__.__name__}: {str(runtime_err)}')
+
+::
+
+    RuntimeError: Something bad happened 
+        => unsupported operand type(s) for +: 'int' and 'str'
+
+ایجاد Exception
+~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+در زبان برنامه‌نویسی پایتون با ایجاد یک کلاس و ارث‌بری از ``Exception`` یا یکی از subclassهای آن می‌توان یک Exception جدید ایجاد نمود:
+
+.. code-block:: python
+    :linenos:
+    
+    class NegativeNumberError(Exception):
+        """Raised when the input value is negative number"""
+        pass
+
+
+    def plus(num):
+        if num < 0:
+            raise NegativeNumberError(f'{num} is a negative number!')
+            
+        return num + num
+
+
+    try:
+        print(plus(10))
+        print('*' * 30)
+        print(plus(-5))
+    
+    except NegativeNumberError as err:
+        print(str(err))
+    
+    except:
+        print('Something bad happened!')
+        
+::
+
+   20
+   ******************************
+   -5 is a negative number!
+
+بدیهی است که می‌توان کلاس‌های Exception خود را مطابق با میل خود پیاده‌سازی نمود:
+
+.. code-block:: python
+    :linenos:
+    
+    class NegativeNumberError(Exception):
+        """Raised when the input value is negative number"""
+    
+        def __init__(self, number, message="Number must be positive"):
+            self.number = number
+            self.message = message
+            super().__init__(self.message)
+
+        def __str__(self):
+            return f'ERROR[{self.number}] -> {self.message}'
+
+
+    def plus(num):
+        if num < 0:
+            raise NegativeNumberError(num)
+            
+        return num + num
+
+
+    try:
+        print(plus(10))
+        print('*' * 30)
+        print(plus(-5))
+    
+    except NegativeNumberError as err:
+        print(str(err))
+    
+    except:
+        print('Something bad happened!')
+        
+::
+
+   20
+   ******************************
+   ERROR[-5] -> Number must be positive
+
+
+.. note::
+  در  زبان‌برنامه‌نویسی پایتون پیشنهاد می‌شود که اگر هدف از ایجاد Exception نمایش یک خطا باشد، در انتهای نام کلاس از واژه Error استفاده گردد.
+
+
+ماژول warnings
+~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+تا این لحظه با مفهوم Exception آشنا شده‌ایم. می‌دانیم که بروز Exception در واقع اعلام یک خطا یا یک رویداد مهم در برنامه می‌باشد که می‌بایست حتما handle شود، در غیر این صورت برنامه قادر به انجام دستورات نخواهد بود.
+
+اما گاهی اعلام یک رویداد آنقدر مهم نیست که بخواهد روند اجرای برنامه را تهدید کند. بلکه صرفا یک هشدار برای توجه بیشتر یا اصلاح رفتار برای نسخه‌های بعدی خواهد بود که **بیشتر کاربرد آن برای توسعه‌دهندگان برنامه می‌باشد تا کاربرانی که به نوعی مصرف‌کنندگان آن برنامه محسوب می‌شوند**. در زبان برنامه‌نویسی پایتون، ماژول ``warnings`` [`اسناد پایتون <https://docs.python.org/3/library/warnings.html>`__] برای استفاده در چنین زمان‌هایی فراهم آورده شده است [`PEP 230 <https://www.python.org/dev/peps/pep-0230>`__].
+
+
+پیش از مراجعه به این ماژول از کتابخانه استاندارد زبان برنامه‌نویسی پایتون لازم است نگاهی دوباره به انتهای فهرست سلسله‌مراتب وراثت Exceptionها که در درس پیش آن را بررسی کردیم بیاندازیم، در انتهای این فهرست کلاس‌هایی با پسوند Warning قراردارند [`Exception hierarchy <https://docs.python.org/3/library/exceptions.html#exception-hierarchy>`__]:
+
+
+.. image:: /_static/lessons/l24-python-exception-hierarchy-warnings.png
+    :align: center
+    :alt: Exception Hierarchy در پایتون به همراه warnings
+
+همان‌طور که مشاهده می‌شود، تمام این کلاس‌ها از کلاسی با نام ``Warning`` ارث‌بری دارند که خود این کلاس نیز از کلاس ``Exception`` ارث‌بری دارد. 
+
+این‌ها Warning هستند، Exceptionهایی که هدف از توسعه آنها اعلام یک هشدار می‌باشد و نه اعتراضی که تنبیه آن توقف برنامه باشد. با این حال به نمونه کد زیر توجه نمایید:
+
+.. code-block:: python
+    :linenos:
+
+    def sum_int(a, b):
+        raise DeprecationWarning('"sum_int" will be removed in version 2.0')
+        sum = a + b
+        print(sum)
+
+
+    sum_int(6, 5)
+    print('Done.')
+
+::
+
+    Traceback (most recent call last):
+      File "sample.py", line 7, in <module>
+        sum_int(6, 5)
+      File "sample.py", line 2, in sum_int
+        raise DeprecationWarning('"sum_int" will be removed in version 2.0')
+    DeprecationWarning: "sum_int" will be removed in version 2.0
+
+ساختار سلسله‌مراتب به ما گفته بود که Warningها در اصل Exception هستند (وجود رابطه IS-A به دلیل وراثت - درس هجدهم) و زمانی که یک Exception به اصطلاح raise شود، حتما می‌بایست یک handler برای آن پیش‌بینی شده باشد. در واقع اگر برای بروز یک Warning از دستور ``raise`` استفاده شود، دستور ``raise`` همان کاری را با Warning انجام می‌دهد که با هر نوع Exception دیگری انجام خواهد داد.
+
+
+تابع ``warnings.warn``
+---------------------------
+
+
+اگر بخواهیم بروز یک Exception به صورتی هشدارگونه باشد، می‌بایست به سراغ ماژول ``warnings`` برویم. اکنون اگر نمونه کد قبل را با کمک این ماژول بازنویسی نماییم، نتیجه زیر حاصل می‌گردد:
+
+.. code-block:: python
+    :linenos:
+
+    import warnings
+
+    def sum_int(a, b):
+        warnings.warn('"sum_int" will be removed in version 2.0', DeprecationWarning)
+        sum = a + b
+        print(sum)
+
+
+    sum_int(6, 5)
+    print('Done.')
+
+::
+
+    sample.py:4: DeprecationWarning: "sum_int" will be removed in version 2.0
+      warnings.warn('"sum_int" will be removed in version 2.0', DeprecationWarning)
+    11
+    Done.
+
+همان‌طور که مشاهده می‌شود تنها یک پیام هشدار در خروجی چاپ (print) می‌شود و دیگر خبری از Traceback نیست و برنامه بدون هیچ اخلالی باموفقیت تا خط پایان به اجرای خود ادامه داده است. 
+
+
+برای اعلام یک هشدار از تابع ``warn`` در ماژول ``warnings`` استفاده می‌شود [`اسناد پایتون <https://docs.python.org/3/library/warnings.html#warnings.warn>`__] که تعریف آن به شکل زیر می‌باشد::
+
+    warn(message, category=None, stacklevel=1, source=None)
+
+بر اساس تعریف، این تابع یک پارامتر اجباری (``message``) و سه پارامتر اختیاری دارد.
+
+* **message**: می‌بایست یک شی ``str`` باشد و متن هشداری است که می‌خواهیم نمایش داده شود.
+
+* **category**: نوع Warning را مشخص می‌کند که می‌بایست **نام یک subclass از کلاس** ``Warning`` باشد. برای مشاهده انواع Warningهای از پیش آماده در پایتون می‌توانید به `Warning Categories <https://docs.python.org/3/library/warnings.html#warning-categories>`__ مراجعه نمایید. ارسال آرگومان برای این پارامتر اختیاری است و در صورت عدم ارسال، نوع ``UserWarning`` به صورت پیش‌فرض در نظر گرفته خواهد شد. 
+
+* **stacklevel**: اگر دقت کرده باشید متن هشدار شامل اطلاعاتی از محل بروز آن می‌باشد. این پارامتر یک عدد از نوع ``int`` و بزرگتر یا مساوی از ``1`` را دریافت و تعیین می‌کند که این اطلاعات مربوط به کدام سطح از  فراخوانی کد و رسیدن به این هشدار باشد. به این صورت که: عدد ``1`` (مقدار پیش‌فرض) به محل دقیق بروز هشدار، عدد ``2`` به یک مرحله قبل‌تر از محل بروز هشدار و ...
+
+  .. code-block:: python
+      :linenos:
+
+
+      import warnings
+
+      def sum_int(a, b):
+          print('-' * 30,  'stacklevel=1')
+          warnings.warn('"sum_int" will be removed in version 2.0', stacklevel=1)
+          print('-' * 30,  'stacklevel=2')
+          warnings.warn('"sum_int" will be removed in version 2.0', stacklevel=2)
+          print('-' * 30,  'stacklevel=3')
+          warnings.warn('"sum_int" will be removed in version 2.0', stacklevel=3)
+          print('-' * 30,  'stacklevel=4')
+          warnings.warn('"sum_int" will be removed in version 2.0', stacklevel=4)
+          print('-' * 30,  'stacklevel=5')
+          warnings.warn('"sum_int" will be removed in version 2.0', stacklevel=5)
+          print('-' * 30)
+          sum = a + b
+          print(sum)
+
+
+      def action(a, b):
+         sum_int(6, 5)
+
+
+      action(6, 5)
+      print('Done.')
+
+  ::
+
+      ------------------------------ stacklevel=1
+      sample.py:5: UserWarning: "sum_int" will be removed in version 2.0
+        warnings.warn('"sum_int" will be removed in version 2.0', stacklevel=1)
+      ------------------------------ stacklevel=2
+      sample.py:20: UserWarning: "sum_int" will be removed in version 2.0
+        sum_int(6, 5)
+      ------------------------------ stacklevel=3
+      sample.py:23: UserWarning: "sum_int" will be removed in version 2.0
+        action(6, 5)
+      ------------------------------ stacklevel=4
+      sys:1: UserWarning: "sum_int" will be removed in version 2.0
+      ------------------------------ stacklevel=5
+      ------------------------------
+      11
+      Done.
+
+Warnings Filter
+----------------------
+
+حالتی را تصور کنید که برنامه شما پر از Warningهای متنوع می‌باشد. Warnings Filter امکانی است برای اینکه مشخص کنیم کدام نوع Warning نادیده گرفته شود یا کدام نوع نمایش داده شود یا کدام نوع همچون یک Exception واقعی رفتار کند. برای این منظور از از تابع ``simplefilter`` در ماژول ``warnings`` استفاده می‌شود [`اسناد پایتون <https://docs.python.org/3/library/warnings.html#warnings.simplefilter>`__] که تعریف آن به شکل زیر می‌باشد::
+
+    simplefilter(action, category=Warning, lineno=0, append=False)
+
+بر اساس تعریف، این تابع یک پارامتر اجباری (``action``) و سه پارامتر اختیاری دارد.
+
+
+* **action**: از نوع ``str`` بوده و می‌تواند یکی از مقادیر پایین باشد. این مشخص می‌کند که چه عملیاتی می‌بایست بر روی Warningها اعمال شود:
+
+  .. container:: table
+
+	  ======================  ===================================================================
+	  مقدار                   توضیحات
+	  ======================  ===================================================================
+	  ``'default'``           حالت پیش‌فرض، هر Warning به ازای سطری که در آن قرار دارد یکبار چاپ شود
+	  ``'error'``             تبدیل رفتار Warning به Exception واقعی - بروز خطا
+	  ``'ignore'``            نادیده گرفتن Warning
+	  ``'always'``            Warning هر بار چاپ شود
+	  ``'module'``            هر Warning به ازای هر ماژول تنها یکبار چاپ شود
+	  ``'once'``              هر Warning به ازای کل برنامه تنها یکبار چاپ شود
+	  ======================  ===================================================================
+
+* **category**: نوع Warning را مشخص می‌کند که می‌بایست **نام یک subclass از کلاس** ``Warning`` باشد. ارسال آرگومان برای این پارامتر اختیاری است و در صورت عدم ارسال، عمل مشخص شده توسط پارامتر action برای تمام انواع Warningها در برنامه اعمال می‌گردد. 
+
+به نمونه کدهای زیر توجه نمایید:
+
+.. code-block:: python
+    :linenos:
+
+    import warnings
+    warnings.simplefilter('ignore')
+    # $ python3 -Wi sample.py
+    # $ python3 -Wignore sample.py
+
+
+    print('-------Before #01-------')
+    warnings.warn('#01')
+    print('-------After  #01-------')
+
+::
+
+    -------Before #01-------
+    -------After  #01-------
+
+
+.. code-block:: python
+    :linenos:
+
+    import warnings
+    warnings.simplefilter('ignore', DeprecationWarning)
+    # $ python3 -Wignore::DeprecationWarning sample.py
+    # $ python3 -Wi::DeprecationWarning sample.py
+
+
+    print('-------Before #02-------')
+    warnings.warn('#02')
+    print('-------After  #02-------')
+
+    print('-------Before #03-------')
+    warnings.warn('#03', DeprecationWarning)
+    print('-------After  #03-------')
+
+::
+
+    -------Before #02-------
+    sample.py:8: UserWarning: #02
+      warnings.warn('#02')
+    -------After  #02-------
+    -------Before #03-------
+    -------After  #03-------
+
+
+.. code-block:: python
+    :linenos:
+
+    import warnings
+    warnings.simplefilter('error')
+    # $ python3 -We sample.py
+    # $ python3 -Werror sample.py
+
+
+    print('-------Before #04-------')
+    warnings.warn('#04')
+    print('-------After  #04-------')
+
+
+::
+
+      -------Before #04-------
+      Traceback (most recent call last):
+        File "sample.py", line 8, in <module>
+          warnings.warn('#04')
+      UserWarning: #04
+
+
+.. tip:: 
+
+   اعمال Filter در زمان اجرای اسکریپت نیز با استفاده از کلید ``W-`` ممکن می‌باشد [`اسناد پایتون <https://docs.python.org/3/using/cmdline.html#cmdoption-w>`__] که در هر نمونه کد، معادل دستور اجرای پایتون نیز به صورت کامنت درج شده است.
+
+
+.. tip:: 
+
+  همانند Exceptionها می‌توانید انواع Warning خود را ایجاد نمایید. برای این منظور تنها کافی است یک کلاس ایجاد نمایید که از کلاس ``Warning`` یا یکی از subclassهای آن ارث‌بری داشته باشد.
+
+.. note:: 
+
+  این بخش به دلیل وابستگی مبحث Warning با مبحث مهم Exception در زبان‌برنامه‌نویسی پایتون و صرفا به منظور آشنایی خوانندگان با همچنین قابلیتی در این زبان تهیه شده است. ماژول ``warnings`` امکانات گسترده‌تری را فراهم می‌آورد که پرداختن به تمام آن‌ها خارج از حوصله این درس می‌بود، بنابراین علاقه‌مندان برای مطالعه بیشتر می‌توانند به مستندات رسمی پایتون مراجعه نمایند.
+
+
+
+دستور ``assert``
+~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+ادعا یا Assertion در برنامه‌نویسی به عبارت‌های ساده از شرط‌های بولی گفته می‌شود که درستی یک «وضعیت» یا یک «حقیقت» در کد را بررسی می‌کنند. باید توجه داشت Assertion در واقع یک ابزار برای کمک به توسعه برنامه می‌باشد که کاربرد آن در ایجاد تست کد در زمان تست‌نویسی و دیباگ (Debug) برنامه در محیط توسعه می‌باشد و نه در محیط اجرای برنامه به عنوان محصول.
+
+
+فلوچارت یک Assertion به صورت زیر ترسیم می‌شود:
+
+.. image:: /_static/lessons/l24-python-assertion-flowchart.png
+    :align: center
+    :width: 450
+    :alt: دستور ``assert`` در پایتون - فلوچارت Assertion
+
+
+در زبان برنامه‌نویسی پایتون Assertion با استفاده از دستور ``assert`` پیاده‌سازی می‌گردد [`اسناد پایتون <https://docs.python.org/3/reference/simple_stmts.html#the-assert-statement>`__] و با یکی از دو سینتکس زیر قابل پیاده‌سازی می‌باشد::
+
+    assert condition_expression 
+
+::
+
+    assert condition_expression, 'error_message'
+
+
+به نمونه کد زیر توجه نمایید:
+
+.. code-block:: python
+    :linenos:
+
+    def average(numbers):
+        assert len(numbers) != 0
+        return sum(numbers)/len(numbers)
+
+    numbers = [1, 2, 3, 4, 5]
+    print(f'Average of {numbers}: {average(numbers)}')
+
+    print('-' * 30)
+
+    numbers = []
+    print(f'Average of {numbers}: {average(numbers)}')
+
+::
+
+    Average of [1, 2, 3, 4, 5]: 3.0
+    ------------------------------
+    Traceback (most recent call last):
+      File "sample.py", line 11, in <module>
+        print(f'Average of {numbers}: {average(numbers)}')
+      File "sample.py", line 2, in average
+        assert len(numbers) != 0
+    AssertionError
+
+
+فرض توسعه‌دهنده تابع ``average`` مثال قبل این بوده که به این تابع داده‌ای با طول صفر ارسال نمی‌گردد، ولی اگر در زمان تست یا ادامه مراحل توسعه برنامه این مقدار ارسال گردد، باید یک فکری برای اصلاح آن کرد! چرا که این تابع آمادگی کافی برای تبدیل شدن به یک باگ در برنامه را دارد!
+
+می‌توان برای دستور ``assert`` یک پیام خطا نیز اختصاص داد:
+
+
+.. code-block:: python
+    :linenos:
+
+    def average(numbers):
+        assert len(numbers) != 0, 'List[numbers] is empty.'
+        return sum(numbers)/len(numbers)
+
+    numbers = []
+    print(f'Average of {numbers}: {average(numbers)}')
+
+::
+
+    Traceback (most recent call last):
+      File "sample.py", line 6, in <module>
+        print(f'Average of {numbers}: {average(numbers)}')
+      File "sample.py", line 2, in average
+        assert len(numbers) != 0, 'List[numbers] is empty.'
+    AssertionError: List[numbers] is empty.
+
+
+همانطور پیش‌تر بیان شده دستورهای ``assert`` یک قابلیت برای زمان توسعه می‌باشند بنابراین باید توجه داشت که تمامی این دستورات هنگامی که برنامه با کلید بهینه‌سازی (Optimization - درس چهارم) یعنی ``O-`` یا ``OO-`` اجرا گردد، در زمان کامپیال حذف و در بایت‌کد قرار نخواهند گرفت::
+
+    $ python -O script.py
+
+
+این شرایط مشابه حالتی است که بجای دستور ``assert``، مستقیم از دستور ``raise`` به شکل زیر استفاده نماییم::
+
+    if __debug__:
+        if not condition_expression: raise AssertionError()
+
+::
+
+    if __debug__:
+        if not condition_expression: raise AssertionError('error_message')
+
+``__debug__`` یک متغیر داخلی در محیط اجرای پایتون با مقدار پیش‌فرض ``True`` می‌باشد [`اسناد پایتون <https://docs.python.org/3/library/constants.html#__debug__>`__]. مقدار این متغیر در تمام طول مدت اجرای برنامه ثابت خواهد بود و تنها زمانی که برنامه با کلید بهینه‌سازی اجرا گردد، مقدار آن به ``False`` تغییر می‌یابد. بنابراین دستور ``raise AssertionError`` هیچگاه اجرا نخواهد شد.
+
+
+همچنین نباید فراموش کرد که ``AssertionError`` یکی از Exceptionهای آماده پایتون می‌باشد [`اسناد پایتون <https://docs.python.org/3/library/exceptions.html#AssertionError>`__]. بنابراین هنگام بروز ممکن است توسط دستور ``try``، به صورت ناخواسته handle شود:
+
+.. code-block:: python
+    :linenos:
+
+    def average(numbers):
+        assert len(numbers) != 0, 'List[numbers] is empty.'
+        return sum(numbers)/len(numbers)
+
+    try:
+
+        numbers = []
+        print(f'Average of {numbers}: {average(numbers)}')
+
+    except Exception as err: # or except:
+        print('Something bad happened!')
+
+::
+
+    Something bad happened!
+
+
+
+|
+
+----
+
+:emoji-size:`😊` امیدوارم مفید بوده باشه
+
+
+
diff --git a/source/lessons/l25-python-module-datetime.rst b/source/lessons/l25-python-module-datetime.rst
index 55b5050..ac936ef 100644
--- a/source/lessons/l25-python-module-datetime.rst
+++ b/source/lessons/l25-python-module-datetime.rst
@@ -1,1377 +1,1377 @@
-.. role:: emoji-size
-
-.. meta::
-   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس بیست و پنجم: زمان در پایتون: ماژول‌ datetime
-
-
-.. _lesson-25: 
-
-
-درس ۲۵: زمان در پایتون: ماژول‌ datetime 
-===========================================
-
-.. figure:: /_static/pages/25-python-date-time-calendar.jpg
-    :align: center
-    :alt: زمان در پایتون: ماژول‌ datetime و timezone, timedelta, tzinfo
-    :class: page-image
-
-    Photo by `Niloofar Kanani <https://unsplash.com/photos/a-dep2gUeRI>`__
-  
-
-  
-  
-
-برای کار با زمان سه ماژول در کتابخانه استاندارد زبان برنامه‌نویسی پایتون آماده شده است؛ time ،datetime و calendar. این درس به شرح کامل ماژول datetime پایتون اختصاص یافته است. ماژول datetime پایتون انواع یا کلاس‌های زیادی را برای ایجاد اشیا مرتبط با زمان و دستکاری (manipulating) آن‌ها فراهم آورده است، همچون ``time`` ،``date`` ،``timezone`` ،``timedelta`` و ``datetime`` که همگی در این درس بررسی خواهند شد.
-
-
-:emoji-size:`✔` سطح: متوسط
-
-----
-
-
-.. contents:: سرفصل‌ها
-    :depth: 2
-
-----
-
-
-.. _python-datetime-module: 
-
-ماژول datetime
-~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-این ماژول [`اسناد پایتون <https://docs.python.org/3/library/datetime.html>`__] از کتابخانه استاندارد زبان برنامه‌نویسی پایتون چند نوع یا کلاس برای کار با زمان (ساعت و تاریخ) را در اختیار برنامه‌نویس قرار می‌دهد:
-
-* **کلاس** ``date``: مناسب برای ایجاد شی تاریخ در پایتون می‌باشد که اشیا آن هیچ آگاهی نسبت به ساعت و منطقه زمانی (Time zone) [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Time_zone>`__] نخواهند داشت و تنها مربوط به روزی خاص بر اساس گاه‌شماری میلادی (Gregorian calendar) [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Gregorian_calendar>`__] می‌باشند.
-
-* **کلاس** ``time``: مناسب برای ایجاد شی ساعت در پایتون می‌باشد و اشیا این کلاس هیچ آگاهی نسبت به تاریخ یا روز خاصی ندارند و تنها حاوی یک ساعت مشخص از شبانه‌روز خواهند بود.
-
-* **کلاس** ``datetime``: ترکیبی از دو کلاس ``date`` و ``time`` که اشیای آن می‌توانند نسبت به یک زمان (تاریخ و ساعت) مشخص آگاهی کامل داشته باشند.
-
-در ادامه به بررسی این سه کلاس خواهیم پرداخت، اما پیش از این کار لازم است با دو کلاس دیگر از ماژول datetime آشنا شویم،  ``timedelta`` و ``tzinfo``.
-
-
-کلاس ``datetime.timedelta``
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-در زبان برنامه‌نویسی پایتون از اشیای کلاس ``timedelta`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#timedelta-objects>`__] برای بیان «مدت زمان» (duration) مشخص یا اختلاف بین دو تاریخ یا زمان استفاده می‌شود. الگوی نمونه‌سازی از این کلاس به شکل زیر است::
-
-    td = timedelta(days=0, 
-                   seconds=0, 
-                   microseconds=0, 
-                   milliseconds=0, 
-                   minutes=0, 
-                   hours=0, 
-                   weeks=0)
-
-با نمونه‌سازی از این کلاس و ارسال آرگومان‌های دلخواه، براساس تمام واحدهای پرتکرار از زمان یا حتی ترکیبی از آن‌ها می‌توانیم یک مدت‌زمان در سیستم زمانی پایتون ایجاد کنیم؛ هفته (weeks)، روز (days)، ساعت (hours)، دقیقه (minutes)، ثانیه (seconds)، میلی‌ثانیه (milliseconds یا همان 0.001 ثانیه) و میکروثانیه (microseconds یا همان 0.000001 ثانیه). تمامی این مقادیر اختیاری و با مقدار پیش‌فرض ``0`` هستند که می‌توانند از نوع ``int`` یا ``float``، مثبت یا منفی باشند:
-
-::
-
-    >>> from datetime import timedelta
-
-
-::
-
-    >>> no_duration = timedelta()
-    >>> no_duration
-    datetime.timedelta(0)
-
-    >>> no_duration.total_seconds()
-    0.0
-
-::
-
-    >>> delta = timedelta(
-    ...     days=50,
-    ...     seconds=27,
-    ...     microseconds=10,
-    ...     milliseconds=29000,
-    ...     minutes=5,
-    ...     hours=8,
-    ...     weeks=2
-    ... )
-    >>> # Only days, seconds, and microseconds remain
-    >>> delta
-    datetime.timedelta(days=64, seconds=29156, microseconds=10)
-
-    >>> delta.total_seconds()
-    5558756.00001
-
-::
-
-    >>> one_half_days = timedelta(days=1.5)
-    >>> one_half_days
-    datetime.timedelta(days=1, seconds=43200)
-
-    >>> one_half_days.total_seconds()
-    129600.0
-
-
-
-توجه داشته باشید که از تمام انواع آرگومانی که ارسال می‌کنید این تنها ``seconds`` ،``days`` و ``microseconds`` هستند که دارای attribute متناظر بوده و قابل دسترس می‌باشند. در واقع تمامی مقادیر ارسالی در زمان نمونه‌سازی با یکدیگر ترکیب شده و در نهایت به این سه attribute تبدیل می‌شوند. به مقداردهی در زمان نمونه‌سازی و نیز به خروجی مقادیر از نمونه کدهای بالا توجه نمایید.
-
-همچنین از نسخه 3.2 پایتون می‌توانید با استفاده از متد ``total_seconds`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.timedelta.total_seconds>`__] کل مدت زمان ذخیره شده در شی timedelta را در واحد ثانیه دریافت نمایید::
-
-    >>> delta = timedelta(microseconds=1)
-    >>> delta.total_seconds()
-    1e-06
-
-دو شی ``datetime.timedelta`` پایتون قابلیت شرکت در محاسبات ریاضی را دارند::
-
-
-    >>> from datetime import timedelta
-
-    >>> year = timedelta(days=365)
-
-    >>> ten_years = 10 * year
-    >>> ten_years
-    datetime.timedelta(days=3650)
-
-    >>> ten_years.days // 365
-    10
-
-    >>> nine_years = ten_years - year
-    >>> nine_years
-    datetime.timedelta(days=3285)
-
-    >>> three_years = nine_years // 3
-    >>> three_years
-    datetime.timedelta(days=1095)
-
-    >>> three_years.days // 365
-    3
-
-::
-
-    >>> day = timedelta(days=1)
-    >>> negative_day = timedelta(days=-1)
-
-    >>> negative_day
-    datetime.timedelta(days=-1)
-
-    >>> day + negative_day
-    datetime.timedelta(0)
-
-    >>> day - negative_day
-    datetime.timedelta(days=2)
-
-
-
-همچنین دو شی ``datetime.timedelta`` پایتون قابلیت مقایسه با یکدیگر را دارند::
-
-    >>> from datetime import timedelta
-    >>> year = timedelta(days=365)
-    >>> three_years = timedelta(days=1095)
-
-    >>> year == year
-    True
-    >>> year == three_years
-    False
-    >>> year > three_years
-    False
-    >>> year < three_years
-    True
-    >>> year * 3  == three_years
-    True
-
-در ادامه به همراه بخش‌های بعدی این درس با کاربرد اصلی اشیای ``datetime.timedelta`` آشنا خواهیم شد.
-
-
-
-کلاس ``datetime.tzinfo``
-~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-هر وقت که صحبت از ساعت و زمان باشد، «منطقه زمانی» (Time zone) نیز جزئی از گفتگو خواهد بود. در زبان برنامه‌نویسی پایتون کلاس ``tzinfo`` از ماژول ``datetime`` امکان ایجاد منطقه زمانی را فراهم آورده است [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.tzinfo>`__]. ``tzinfo`` در واقع یک کلاس Abstract (درس نوزدهم) می‌باشد که نمی‌توان از آن نمونه‌سازی و شی ایجاد کرد ولی می‌توان به کمک آن، کلاس منطقه زمانی دلخواه خود را ایجاد نماییم. برای مشاهده اجزا و نکات مربوط به پیاده‌سازی منطقه زمانی دلخواه می‌توانید به مستندات زبان برنامه‌نویسی پایتون مراجعه نمایید. 
-
-اشتباه نکنید، در اکثر مواقع نیازی به پیاده‌سازی یک کلاس منطقه زمانی در پایتون نمی‌باشد. چرا که از قبل کلاس ``timezone`` از ماژول ``datetime`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#timezone-objects>`__] توسط این زبان فراهم آورده شده است. این کلاس یک subclass از ``datetime.tzinfo`` بوده و مبنای محاسبه منطقه زمانی در آن UTC [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Coordinated_Universal_Time>`__] می‌باشد. UTC یک قرارداد جهانی است و این کلاس به تنهایی تمامی نیازهای معمول ما نسبت به ثبت منطقه زمانی در پایتون را برطرف می‌سازد. برای مثال، در سراسر ایران منطقه زمانی یکسان می‌باشد و به صورت استاندارد از مبنای UTC محاسبه می‌گردد؛ به این صورت که در شش ماه نخست سال برابر ``UTC+4:30``  - با شمارش ساعت تابستانی [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Daylight_saving_time>`__] - و در شش ماه دوم از سال این مقدار برابر ``UTC+3:30`` خواهد بود [`ویکی‌پدیا Iran Standard Time (IRST) <https://en.wikipedia.org/wiki/Iran_Standard_Time>`__].
-
-
-.. note::
-
-  در زبان برنامه‌نویسی پایتون اشیای مرتبط با زمان براساس توانایی آگاهی آن‌ها از منطقه زمانی (Time zone) به دو دسته **«آگاه» (aware)** و **«ساده» (naive)** تقسیم‌بندی می‌شوند. بر همین اساس اشیای کلاس ``date`` از نوع naive و اشیای دو کلاس ``time`` و ``datetime`` می‌توانند برحسب شرایط  aware یا naive باشند.
-
-
-
-کلاس ``datetime.timezone``
-------------------------------
-
-الگوی نمونه‌سازی از این کلاس به صورت زیر است::
-
-
-    timezone(offset, name=None)
-
-که در آن پارامتر ``offset`` یک شی از نوع ``datetime.timedelta`` می‌باشد که می‌بایست حاوی فاصله زمانی منطقه مورد نظر ما از مبدا UTC باشد (مثبت (جلوتر) یا منفی (عقب‌تر)) و ``name`` نیز یک نام دلخواه و اختیاری برای شناسایی منطقه زمانی ایجاد شده می‌باشد::
-
-    >>> from datetime import timedelta, timezone
-
-    >>> tz = timezone(timedelta(hours=4, minutes=30), 'Asia/Tehran')
-
-    >>> tz
-    datetime.timezone(datetime.timedelta(seconds=16200), 'Asia/Tehran')
-
-    >>> type(tz)
-    <class 'datetime.timezone'>
-
-شی ``tz`` ایجاد شده در نمونه کد بالا، بیانگر منطقه زمانی ``UTC+4:30`` (Asia/Tehran، با شمردن ساعت تابستانی) می‌باشد. به عنوان مثالی دیگر، ایجاد شی برای منطقه زمانی ``UTC-05:00`` (EST، بدون شمردن ساعت تابستانی) [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Eastern_Time_Zone>`__] به صورت زیر می‌باشد::
-
-
-    >>> tz = timezone(timedelta(hours=-5), 'Eastern Time Zone')
-
-.. note::
-
-  به منظور شفاف‌سازی بیشتر و درک اهمیت منطقه زمانی، اگر فرض کنیم ساعت در یک لحظه به وقت ``UTC`` برابر ``12:00`` است آنگاه همان لحظه ساعت به وقت ``UTC-05:00`` برابر ``07:00`` و به وقت ``UTC+04:30`` برابر ``16:30`` خواهد بود.
-
-
-
-از طریق شی ``datetime.timezone`` چهار متد زیر در دسترس خواهد بود، در واقع  این‌ها متدهایی هستند که توسط ``datetime.timezone`` از کلاس ``datetime.tzinfo`` ارث‌برده و Override شده‌اند:
-
-* **متد** ``utcoffset(dt)`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.timezone.utcoffset>`__]: ورودی نادیده گرفته می‌شود و خروجی یک شی ``datetime.timedelta`` برابر اختلاف فاصله زمانی از مبنا UTC می‌باشد.
-
-* **متد** ``tzname(dt)`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.timezone.tzname>`__]: نام منطقه زمانی ارسال شده در زمان نمونه‌سازی را برمی‌گرداند. چنانچه در زمان نمونه‌سازی مقداری ارسال نشده و نام برابر ``None`` باشد، یک نام به صورت خودکار تولید خواهد شد. ورودی می‌تواند ``None`` یا یک شی aware از نوع ``datetime.datetime`` باشد.
-
-* **متد** ``dst(dt)`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.timezone.dst>`__]: خروجی این متد برای اشیا ``datetime.timezone`` همواره برابر ``None`` خواهد بود.
-
-* **متد** ``fromutc(dt)`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.timezone.fromutc>`__]: ورودی می‌بایست یک شی aware از نوع ``datetime.datetime`` باشد و خروجی نیز برابر ``dt + offset`` خواهد بود. در واقع این متد یک شی ``datetime.datetime`` دریافت و منطقه زمانی آن را بر اساس اطلاعات خود تغییر و برمی‌گرداند.
-
-این کلاس حاوی یک Class attribute نیز می‌باشد. ``utc`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.timezone.utc>`__] که برابر یک شی ``datetime.timezone`` جدید براساس منطقه زمانی UTC می‌باشد. یعنی:‌ ``timezone(timedelta(0))``
-
-
-::
-
-    >>> from datetime import timedelta, timezone
-    >>> tz = timezone(timedelta(hours=4, minutes=30), 'Asia/Tehran')
-
-    >>> tz.utcoffset(None)
-    datetime.timedelta(seconds=16200)
-    
-    >>> tz.tzname(None)
-    'Asia/Tehran'
-    
-::
-
-    >>> from datetime import timedelta, timezone
-    >>> tz = timezone(timedelta(hours=4, minutes=30))
-    >>> tz.tzname(None)
-    'UTC+04:30'
-
-
-::
-
-    >>> from datetime import timezone
-    >>> type(timezone.utc)
-    <class 'datetime.timezone'>
-
-
-کلاس ``datetime.date``
-~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-این کلاس [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#date-objects>`__] نمایش ایجاد یک شی تاریخ بر اساس گاه‌شماری میلادی (Gregorian calendar) در زبان برنامه‌نویسی پایتون می‌باشد. در واقع کاربرد این شی، نگهداری از اطلاعات مربوط به یک تاریخ مشخص خواهد بود (همچون:‌ سال، ماه و روز). در ادامه این بخش به بررسی چگونگی ایجاد این شی و اجزای آن خواهیم پرداخت.
-
-
-.. _python-create-date-objects: 
-
-ایجاد شی ``date``
-------------------
-
-به پنج شیوه زیر می‌توان یک شی از نوع ``datetime.date`` ایجاد کرد:
-
-::
-
-     >>> import datetime
-
-     >>> # Wednesday, April 7, 2021
-
-     >>> d = datetime.date(2021, 4, 7)
-     >>> d = datetime.date.fromisoformat('2021-04-07')  # Python 3.7
-     >>> d = datetime.date.fromordinal(737887)
-     >>> d = datetime.date.fromtimestamp(1617737400)
-     >>> d = datetime.date.fromisocalendar(2021, 14, 3) # Python 3.8
-
-     >>> d
-     datetime.date(2021, 4, 7)
-     >>> type(d)
-     <class 'datetime.date'>
-
-     >>> d.year
-     2021
-     >>> d.month
-     4
-     >>> d.day
-     7
-
-
-
-**۱- با استفاده از نمونه‌سازی**::
-
-    >>> import datetime
-    >>> d = datetime.date(2021, 4, 7)
-
-
-::
-
-
-    >>> import datetime
-    >>> d = datetime.date(year=2021, month=4, day=7)
-
-
-برای نمونه‌سازی از کلاس ``datetime.date`` می‌بایست سه Instance attribute آن را مقداردهی نماییم. این سه attribute عبارتند از:
-
-* ``year``: از نوع ``int`` می‌باشد و مقداری برابر با سال مورد نظر خواهد داشت. این مقدار می‌بایست کمتر یا برابر ``datetime.MAXYEAR`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.MAXYEAR>`__] و همچنین بیشتر یا برابر ``datetime.MINYEAR`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.MINYEAR>`__] باشد::
-
-    MINYEAR <= year <= MAXYEAR
-
-* ``month``: از نوع ``int`` می‌باشد و مقداری برابر با ماه مورد نظر خواهد داشت که می‌بایست عددی از بین اعداد ``1`` تا ``12`` باشد.
-
-* ``day``: از نوع ``int`` می‌باشد و مقداری برابر با روزی مشخص در ماه ذکر شده خواهد داشت.
-
-
-
-  ::
-
-      >>> datetime.MINYEAR
-      1
-      >>> datetime.MAXYEAR
-      9999
-
-      >>> datetime.MINYEAR <= d.year <= datetime.MAXYEAR
-      True
-      >>> 1 <= d.month <= 12
-      True
-      >>> 1 <= d.day <= 31
-      True
-
-  باید توجه داشت که مقدار این سه attribute پس از نمونه‌سازی قابل تغییر نخواهد بود و به اصطلاح read-only هستند::
-
-    >>> d.year = 2022
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-    AttributeError: attribute 'year' of 'datetime.date' objects is not writable
-
-|
-
-**۲- با استفاده از کلاس متد** ``fromisoformat(date_string)`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.date.fromisoformat>`__] از کلاس ``datetime.date`` (البته از نسخه 3.7 پایتون به بعد)، در تعریف این متد یک پارامتر از نوع ``str`` قرار داده شده است و این متد یک تاریخ را بر اساس قالب استاندارد ISO 8601 [`ویکی‌پدیا <https://en.wikipedia.org/wiki/ISO_8601>`__] دریافت و یک شی معادل از کلاس ``datetime.date`` را برمی‌گرداند. این قالب برابر ``YYYY-MM-DD`` می‌باشد که از سمت چپ معرف چهار رقم سال، یک خط تیره، دو رقم ماه، یک خط تیره و دو رقم روز ماه می‌باشد؛ همانند: ``07-04-2020``::
-
-    >>> import datetime
-    >>> d = datetime.date.fromisoformat('2021-04-07')
-
-::
-
-    >>> from datetime import date
-    >>> d = date.fromisoformat('2021-04-07')
-
-|
-
-**۳- با استفاده از کلاس متد** ``(ordinal)fromordinal`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.date.fromordinal>`__] از کلاس ``datetime.date``، در تعریف این متد یک پارامتر از نوع ``int`` قرار داده شده است که در واقع این متد معادل یک proleptic Gregorian ordinal [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Proleptic_Gregorian_calendar>`__] یک تاریخ مشخص را دریافت و یک شی معادل از کلاس ``datetime.date`` را برمی‌گرداند. این مقدار برابر شمارش تعداد روزها از تاریخ یکم ژانویه سال یک میلادی تا تاریخ مورد نظر می‌باشد::
-
-
-    >>> import datetime
-    >>> d = datetime.date.fromordinal(737887)
-
-::
-
-    >>> from datetime import date
-    >>> d = date.fromordinal(737887)
-
-
-
-|
-
-**۴- با استفاده از کلاس متد** ``(timestamp)fromtimestamp`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.date.fromtimestamp>`__] از کلاس ``datetime.date``، در تعریف این متد یک پارامتر از نوع ``int`` قرار داده شده است که در واقع این متد معادل POSIX timestamp [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Unix_time>`__] یک تاریخ مشخص را دریافت و یک شی معادل از کلاس ``datetime.date`` را برمی‌گرداند. این مقدار برابر شمارش تعداد ثانیه‌ها به منطقه زمانی UTC از ساعت ۰۰:۰۰:۰۰ یکم ژانویه سال ۱۹۷۰ میلادی تا تاریخ مورد نظر می‌باشد::
-
-
-    >>> import datetime
-    >>> d = datetime.date.fromtimestamp(1617737400)
-
-::
-
-    >>> from datetime import date
-    >>> d = date.fromtimestamp(1617737400)
-
-توجه داشته باشید استفاده از این متد تنها محدود به سال‌های مابین ۱۹۷۰ تا ۲۰۳۸ می‌باشد. چرا که این متد از تابع localtime یا gmtime در زبان برنامه‌نویسی C استفاده می‌کند که از سال ۲۰۳۸ به بعد مقدار timestamp از نوع signed 32-bit integer در این زبان، Overflow خواهد داشت! [`ویکی‌پدیا: Year 2038 problem <https://en.wikipedia.org/wiki/Year_2038_problem>`__]
-
-
-|
-
-**۵- با استفاده از کلاس متد** ``fromisocalendar`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.date.fromisocalendar>`__] از کلاس ``datetime.date`` (البته از نسخه 3.8 پایتون به بعد)، در تعریف این متد سه پارامتر از نوع ``int`` قرار داده شده است که از سمت چپ به ترتیب معرف سال، شماره هفته در سال و شماره روز از هفته مورد نظر می‌باشند. در واقع این متد معادل ISO calendar [`ویکی‌پدیا <https://en.wikipedia.org/wiki/ISO_week_date>`__] یک تاریخ مشخص را دریافت و یک شی معادل از کلاس ``datetime.date`` را برمی‌گرداند. در این استاندارد، یک سال تقریبا شامل ۵۲ هفته می‌باشد که روزهای هر هفته نیز از روز دوشنبه (Monday) با شماره یک محاسبه می‌گردد (دوشنبه:۱، سه‌شنبه:۲، ... یکشنبه:۷)::
-
-     fromisocalendar(year, week, day)
-
-::
-
-
-    >>> import datetime
-    >>> d = datetime.date.fromisocalendar(2021, 14, 3) # Wednesday, April 7, 2021
-
-::
-
-    >>> from datetime import date
-    >>> d = date.fromisocalendar(2021, 14, 3) # Wednesday, April 7, 2021
-
-
-
-.. _python-comparing-date-objects: 
-
-مقایسه دو شی ``date``
-----------------------------
-دو شی ``datetime.date`` پایتون قابلیت مقایسه با یکدیگر را دارند. همچنین می‌توان با استفاده از یک شی ``datetime.timedelta`` مقدار یک شی ``date`` را به جلو یا عقب هدایت کرد:
-
- 
-::
-
-    >>> from datetime import date, timedelta
-
-    >>> today = date(2021, 4, 9)
-
-    >>> yesterday = today - timedelta(days=1)
-    >>> yesterday
-    datetime.date(2021, 4, 8)
-
-    >>> today > yesterday
-    True
-    >>> today == today
-    True
-    >>> today < yesterday
-    False
-    >>> today == yesterday + timedelta(days=1)
-    True
-
-    >>> today - yesterday
-    datetime.timedelta(days=1)
-
-توجه داشته باشید حاصل تفاضل دو شی تاریخ پایتون یک شی از نوع ``datetime.timedelta`` خواهد بود!
-
-
-.. _python-date-methods: 
-
-متدهای شی ``date``
-----------------------------
-
-برخی از Instance methodهای یک شی ``datetime.date`` پایتون به شرح زیر هستند:
-
-
-* **متد** ``toordinal`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.date.toordinal>`__]: معادل proleptic Gregorian ordinal از مقدار تاریخ شی را برمی‌گرداند::
-
-    >>> from datetime import date
-
-    >>> today = date(2021, 4, 9)
-    >>> today.toordinal()
-    737889
-
-
-
-* **متد** ``isoformat`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.date.isoformat>`__]: معادل مقدار تاریخ شی را در قالب استاندارد ISO 8601 برمی‌گرداند::
-
-    >>> from datetime import date
-
-    >>> today = date(2021, 4, 9)
-    >>> today.isoformat()
-    '2021-04-09'
-
-
-* **متد** ``isocalendar`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.date.isocalendar>`__]: معادل ISO calendar از مقدار تاریخ شی را برمی‌گرداند::
-
-    >>> from datetime import date
-
-    >>> today = date(2021, 4, 9) # Friday, April 9, 2021
-    >>> today.isocalendar()
-    (2021, 14, 5)
-
-  از پایتون نسخه 3.9 نوع خروجی این متد به صورت زیر تغییر کرده است::
-
-
-    >>> today.isocalendar()
-    datetime.IsoCalendarDate(year=2021, week=14, weekday=5)
-
-
-
-* **متد** ``weekday`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.date.isocalendar>`__]: شماره روز از هفته جاری را برمی‌گرداند. دوشنبه:صفر، سه‌شنبه:۱ ... یک‌شنبه:۶::
-
-    >>> from datetime import date
-
-    >>> today = date(2021, 4, 9) # Friday, April 9, 2021
-    >>> today.weekday()
-    4
-
-
-
-* **متد** ``isoweekday`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.date.isoweekday>`__]: شماره روز از هفته جاری را بر اساس استاندارد ISO calendar برمی‌گرداند. دوشنبه:۱، سه‌شنبه:۲ ... یک‌شنبه:۷::
-
-    >>> from datetime import date
-
-    >>> today = date(2021, 4, 9) # Friday, April 9, 2021
-    >>> today.isoweekday()
-    5
-
-
-
-
-* **متد** ``replace`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.date.replace>`__]: با استفاده از این متد می‌توان یک شی ``date`` جدید همانند شی جاری ایجاد کرد ولی با کمی تغییرات::
-
-    replace(year, month, day)
-
-  ::
-
-    >>> from datetime import date
-
-    >>> today = date(2021, 4, 9)
-
-    >>> another_day = today.replace(day=22)
-    >>> another_day
-    datetime.date(2021, 4, 22)
-
-
-
-* **متد** ``today`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.date.today>`__]: جدا از اینکه شی موجود حاوی چه تاریخی است، یک شی تاریخ جدید بر اساس تاریخ روز جاری - با توجه به تنظیمات سیستم‌ - برمی‌گرداند::
-
-    >>> from datetime import date
-
-    >>> d = date(2021, 4, 9)
-    >>> d.today()
-    datetime.date(2021, 4, 10)
-
-
-* **متد** ``(format)strftime`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.date.strftime>`__]: این متد بسیار پرکاربرد است و عملکرد آن به این صورت می‌باشد که یک قالب (format) را دریافت و معادل ``str`` از شی مورد نظر را بر اساس ساختار آن قالب برمی‌گردادند. ساختار قالب در اینجا با آنچه توسط استاندارد ISO 8601 مطرح شده است کمی متفاوت می‌باشد که در انتهای این درس مورد بررسی قرار خواهد گرفت.
-
-
-
-
-
-کلاس ``datetime.time``
-~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-این کلاس [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#time-objects>`__] نمایش ایجاد یک شی ساعت در لحظه‌ای مشخص از شبانه‌روز در زبان برنامه‌نویسی پایتون می‌باشد. در واقع کاربرد این شی، نگهداری از اطلاعات مربوط به یک ساعت مشخص خواهد بود (همچون: ساعت، دقیقه، ثانیه و...). در ادامه این بخش به بررسی چگونگی ایجاد این نوع شی و اجزای آن خواهیم پرداخت.
-
-
-.. _python-create-time-objects: 
-
-ایجاد شی ``time``
-------------------
-
-به دو شیوه زیر می‌توان یک شی از نوع ``datetime.time`` ایجاد کرد:
-
-::
-
-     >>> import datetime
-
-     >>> t = datetime.time(hour=10, minute=4, second=30)
-     >>> t = datetime.time.fromisoformat('10:04:30')  # Python 3.7
-
-     >>> t
-     datetime.time(10, 4, 30)
-     >>> type(t)
-     <class 'datetime.time'>
-
-     >>> t.hour
-     10
-     >>> t.minute
-     4
-     >>> t.second
-     30
-     >>> t.microsecond
-     0
-     >>> print(t.tzinfo)
-     None
-     >>> t.fold
-     0
-
-
-
-**۱- با استفاده از نمونه‌سازی**::
-
-    time(hour=0, minute=0, second=0, microsecond=0, tzinfo=None, *, fold=0)
-
-::
-
-
-    >>> import datetime
-    >>> t = datetime.time(22, 4, 30)
-
-
-
-همانطور که از تعریف این کلاس مشخص است، برای نمونه‌سازی از کلاس ``datetime.time`` می‌توان  شش Instance attribute آن را مقداردهی نماییم. این شش attribute که همگی اختیاری و دارای مقدار پیش‌فرض هستند عبارتند از:
-
-* ``hour``: از نوع ``int`` می‌باشد و مقداری برابر با ساعت مورد نظر خواهد داشت. این مقدار می‌بایست  عددی از بین اعداد ``0`` تا ``24`` باشد : range(24)
-
-* ``minute``: از نوع ``int`` می‌باشد و مقداری برابر با دقیقه مورد نظر خواهد داشت که می‌بایست عددی از بین اعداد ``0`` تا ``60`` باشد : range(60)
-
-* ``second``: از نوع ``int`` می‌باشد و مقداری برابر با ثانیه مورد نظر خواهد داشت که می‌بایست عددی از بین اعداد ``0`` تا ``60`` باشد : range(60)
-
-* ``microsecond``: از نوع ``int`` می‌باشد و مقداری برابر با میکروثانیه مورد نظر خواهد داشت که می‌بایست عددی از بین اعداد ``0`` تا ``1000000`` باشد : range(1000000) - هر میکروثانیه برابر با 0.000001 ثانیه می‌باشد.
-
-* ``tzinfo``: معرف منطقه زمانی (Time zone) است که مقدار پیش‌فرض آن ``None`` می‌باشد و می‌تواند یک شی از  زیرکلاس‌های (subclass) کلاس ``tzinfo`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.tzinfo>`__] را بپذیرد.
-
-* ``fold``: از نسخه 3.6 پایتون به بعد اضافه شده است و تنها با استفاده از شیوه **نام=مقدار** قابل مقداردهی می‌باشد. این پارامتر در واقع یک نشانگر برای ابهام‌زدایی در بیان ساعت می‌باشد. برای مثال از کاربرد این پارامتر وضعیت «ساعت تابستانی» [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Daylight_saving_time>`__] را تصور کنید. ساعت رسمی ایران هر سال در ساعت ۲۴ روز اول فروردین ماه یک ساعت به جلو کشیده می‌شود و در ساعت ۲۴ روز سی‌ام شهریور ماه به حالت قبلی برگردانده می‌شود، اکنون در روز سی‌ام شهریور ماه ساعت ۲۳ تا ۲۴ دوبار تکرار می‌شود، در این مواقع می‌توان از این پارامتر برای مشخص کردن وضعیت ساعت استفاده کرد. به این صورت که مقدار ``0`` بیانگر وضعیت قبل از تغییر و ``1`` بیانگر وضعیت پس از تغییر می‌تواند باشد.
-
-  باید توجه داشت که مقدار این شش attribute پس از نمونه‌سازی قابل تغییر نخواهد بود و به اصطلاح read-only هستند::
-
-    >>> t.hour = 14
-    Traceback (most recent call last):
-      File "<stdin>", line 1, in <module>
-    AttributeError: attribute 'hour' of 'datetime.time' objects is not writable
-
-
-|
-
-**۲- با استفاده از کلاس متد** ``(time_string)fromisoformat`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.time.fromisoformat>`__] از کلاس ``datetime.time`` (البته از نسخه 3.7 پایتون به بعد)، در تعریف این متد یک پارامتر از نوع ``str`` قرار داده شده است که در واقع این متد یک ساعت را براساس قالب کلی استاندارد ISO 8601 [`ویکی‌پدیا <https://en.wikipedia.org/wiki/ISO_8601>`__] دریافت و یک شی معادل از کلاس ``datetime.time`` را برمی‌گرداند. این قالب معمولا برابر ``hh:mm:ss`` می‌باشد که از سمت چپ معرف دو رقم ساعت، دونقطه (colon)، دو رقم دقیقه، دونقطه (colon) و دو رقم ثانیه می‌باشد؛ همانند: ``04:23:01`` - قالب‌های قابل پذیرش به صورت زیر خواهند بود::
-
-    >>> import datetime
-    
-::
-
-    >>> t = datetime.time.fromisoformat('04') # 'HH'
-    >>> t
-    datetime.time(4, 0)
-
-::
-
-    >>> t = datetime.time.fromisoformat('04:23') # 'HH:MM'
-    >>> t
-    datetime.time(4, 23)
-
-::
-
-
-    >>> t = datetime.time.fromisoformat('04:23:01') # 'HH:MM:SS'
-    >>> t
-    datetime.time(4, 23, 1)
-    
-::
-
-    >>> t = datetime.time.fromisoformat('04:23:01.000384') # 'HH:MM:SS.ffffff'
-    >>> t
-    datetime.time(4, 23, 1, 384)
-
-::
-
-    >>> t = datetime.time.fromisoformat('04:23:01+04:30') # 'HH:MM:SS+HH:MM'
-    >>> t
-    datetime.time(4, 23, 1, tzinfo=datetime.timezone(datetime.timedelta(seconds=16200)))
-
-::
-
-    >>> t = datetime.time.fromisoformat('04:23:01.000384+04:30') # 'HH:MM:SS.ffffff+HH:MM'
-    >>> t
-    datetime.time(4, 23, 1, 384, tzinfo=datetime.timezone(datetime.timedelta(seconds=16200)))
-
-::
-
-    >>> t = datetime.time.fromisoformat('04+04:30') # 'HH+HH:MM'
-    >>> t
-    datetime.time(4, 0, tzinfo=datetime.timezone(datetime.timedelta(seconds=16200)))
-
-
-.. _python-comparing-time-objects: 
-
-مقایسه دو شی ``time``
-----------------------------
-
-دو شی ``datetime.time`` پایتون قابلیت مقایسه با یکدیگر را دارند اگر هر دو naive یا هر دو aware باشند:
-
-
-::
-
-    >>> from datetime import time
-
-    >>> t_22 = time(22, 0, 0)
-    >>> t_20 = time(20, 0, 0)
-
-    >>> t_22 > t_20
-    True
-    >>> t_22 == t_22
-    True
-    >>> t_22 < t_20
-    False
-
-به مثالی دیگر توجه نمایید (دو شی aware)::
-
-    >>> from datetime import timedelta, timezone, time
-
-    >>> tz_et = timezone(timedelta(hours=-5), 'Eastern Time Zone')
-    >>> tz_ir = timezone(timedelta(hours=4, minutes=30), 'Asia/Tehran')
-
-    >>> t_et = time(12, 0, 0, tzinfo=tz_et)
-    >>> t_ir = time(12, 0, 0, tzinfo=tz_ir)
-
-    >>> t_et == t_ir
-    False
-    >>> t_et > t_ir
-    True
-    >>> t_et < t_ir
-    False
-
-    >>> t_ir_new = time(21, 30, 0, tzinfo=tz_ir)
-
-    >>> t_et == t_ir_new
-    True
-
-
-در کد بالا درست است که هر دو شی ``t_et`` و ``t_ir`` حاوی ساعت دوازده می‌باشند ولی باید به این نکته توجه داشت، در حالی ``t_et`` ساعت دوازده را نمایش می‌دهد که نسبت به منطقه زمانی مبنا (UTC) پنج ساعت عقب‌تر است؛ در واقع نه ساعت و سی دقیقه بعد، ``t_ir`` به زمانی خواهد رسید که ``t_et`` اکنون آن را نمایش می‌دهد!
-
-همچنین توجه داشته باشید که نمی‌توان از عملگرهایی همچون ``-`` یا ``+`` برای اشیای ``datetime.time`` استفاده کرد.
-
-
-.. _python-time-methods:
-
-متدهای شی ``time``
-----------------------------
-
-برخی از Instance methodهای یک شی ``datetime.time`` پایتون به شرح زیر هستند:
-
-
-
-* **متد** ``replace`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.time.replace>`__]: با استفاده از این متد می‌توان یک شی ``time`` جدید همانند شی جاری ایجاد کرد ولی با کمی تغییرات::
-
-    replace(hour, minute, second, microsecond, tzinfo, *, fold)
-
-  ::
-
-    >>> from datetime import time
-
-    >>> t_22 = time(hour=22, minute=22, second=22)
-
-    >>> t_20 = t_22.replace(hour=20, minute=20)
-    >>> t_20
-    datetime.time(20, 20, 22)
-
-  به مثالی دیگر توجه نمایید::
-
-      >>> from datetime import timedelta, timezone, time
-
-      >>> tz = timezone(timedelta(hours=-5), 'Eastern Time Zone')
-      >>> t = time(hour=22, minute=22, second=22, tzinfo=tz)
-      >>> t
-      datetime.time(22, 22, 22, tzinfo=datetime.timezone(datetime.timedelta(days=-1, seconds=68400), 'Eastern Time Zone'))
-
-
-      >>> tz_teh = timezone(timedelta(hours=4, minutes=30), 'Asia/Tehran')
-      >>> t.replace(tzinfo=tz_teh)
-      datetime.time(22, 22, 22, tzinfo=datetime.timezone(datetime.timedelta(seconds=16200), 'Asia/Tehran'))
-
-  باید توجه داشت که با تغییر منطقه زمانی یک شی ``datetime.time``، اطلاعات مربوط به ساعت، در آن تغییری نخواهند داشت. چرا که وظیفه این متد تنها جایگزینی مقادیر می‌باشد و با جایگزینی منطقه زمانی، تغییری در زمان ثبت شده ایجاد نمی‌گردد. 
-
-
-* **متد** ``isoformat`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.time.isoformat>`__]: معادل مقدار ساعت شی را در قالب استاندارد ISO 8601 برمی‌گرداند::
-
-    
-    isoformat(timespec='auto')
-
-  این متد یک پارامتر اختیاری دارد که می‌تواند یکی از مقادیر ``milliseconds`` ``minutes`` ``hours`` ``auto`` ``microseconds`` را دریافت کند. مقدار این پارامتر قالب خروجی را مشخص می‌کند:
-
-  ::
-
-    >>> from datetime import time
-
-    >>> t = time(hour=22, minute=4, second=30, microsecond=300)
-
-    >>> t.isoformat()
-    '22:04:30.000300'
-
-    >>> t.isoformat('auto')
-    '22:04:30.000300'
-
-    >>> t.isoformat('hours')
-    '22'
-
-    >>> t.isoformat('minutes')
-    '22:04'
-
-    >>> t.isoformat('milliseconds')
-    '22:04:30.000'
-
-    >>> t.isoformat('microseconds')
-    '22:04:30.000300'
-
-* **متد** ``utcoffset`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.time.utcoffset>`__]: اگر پارامتر ``tzinfo`` برابر ``None`` باشد، مقدار ``None`` و در غیر این صورت مقدار زیر را برمی‌گرداند::
-
-        self.tzinfo.utcoffset(None)
-
-* **متد** ``tzname`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.time.tzname>`__]: اگر پارامتر ``tzinfo`` برابر ``None`` باشد، مقدار ``None`` و در غیر این صورت مقدار زیر را برمی‌گرداند::
-
-     self.tzinfo.tzname(None)
-
-::
-
-    >>> from datetime import timedelta, timezone, time
-
-    >>> tz = timezone(timedelta(hours=4, minutes=30), 'Asia/Tehran')
-    >>> t = time(hour=22, minute=4, second=30, tzinfo=tz)
-
-    >>> t.utcoffset()
-    datetime.timedelta(seconds=16200)
-
-    >>> t.tzname()
-    'Asia/Tehran'
-
-
-* **متد** ``(format)strftime`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.time.strftime>`__]: این متد بسیار پرکاربرد است و عملکرد آن به این صورت می‌باشد که یک قالب (format) را دریافت و معادل ``str`` از شی مورد نظر را بر اساس ساختار آن قالب برمی‌گردادند. ساختار قالب در اینجا با آنچه توسط استاندارد ISO 8601 مطرح شده است کمی متفاوت می‌باشد که در انتهای این درس مورد بررسی قرار خواهد گرفت.
-
-
-.. _python-time-naive-aware:
-
-naive / aware
-----------------------------
-
-یک شی ``datetime.time`` (به عنوان مثال متغیر:‌ ``t``) از نوع aware خواهد بود اگر دو شرط زیر برای آن درست باشد:
-
-
-* مقدار پارامتر ``t.zinfo`` مخالف ``None`` باشد.
-* حاصل ``t.tzinfo.utcoffset(None)`` مخالف ``None`` باشد.
-
-
-
-
-کلاس ``datetime.datetime``
-~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-اشیای این کلاس پرکاربردترین و رایج‌ترین نوع از ماژول datetime هستند چرا که به طور هم زمان نسبت به ساعت (Time) و تاریخ (Date) آگاهی دارند [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime-objects>`__]. اساس محاسبه تاریخ در این کلاس نیز همانند ``datetime.date`` بر اساس گاه‌شماری میلادی (Gregorian calendar) و اساس محاسبه ساعت نیز همانند کلاس ``datetime.time`` به ازای هر شبانه‌روز دقیقا برابر ``24*3600`` ثانیه می‌باشد.
-
-
-.. _python-create-datetime-objects:
-
-ایجاد شی ``datetime``
----------------------------
-
-به یازده شیوه زیر می‌توان یک شی از نوع ``datetime.datetime`` ایجاد کرد که بنابر شرایط می‌توانید از آن‌ها بهره بگیرید:
-
-
-
-**۱- با استفاده از نمونه‌سازی**:
-
-الگوی ایجاد شی از این کلاس به صورت زیر است که پارامترهای موجود آن دقیقا برابر پارامترهای دو کلاس ``datetime.date`` و ``datetime.time`` می‌باشند::
-
-        datetime(year, 
-                 month, 
-                 day, 
-                 hour=0, 
-                 minute=0, 
-                 second=0, 
-                 microsecond=0, 
-                 tzinfo=None, *, fold=0)
-
-
-یک نمونه استفاده::
-
-
-    >>> import datetime
-    >>> dt = datetime.datetime(year=2021, month=4, day=7, hour=23, minute=18)
-    >>> dt
-    datetime.datetime(2021, 4, 7, 23, 18)
-
-تنها پارامترهای مربوط به تاریخ اجباری هستند و تمامی پارامترهای مربوط به ساعت همگی دارای مقدار پیش‌فرض هستند::
-
-   >>> import datetime
-   >>> dt = datetime.datetime(year=2021, month=4, day=7)
-   >>> dt
-   datetime.datetime(2021, 4, 7, 0, 0)
-
-|
-
-**۲- با استفاده از کلاس متد** ``today`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.today>`__]، این متد زمان لحظه جاری سیستم را بدون امکان ثبت منطقه زمانی (``tzinfo=None``) در قالب یک شی از کلاس ``datetime.datetime`` برمی‌گرداند::
-
-
-    >>> import datetime
-
-    >>> datetime.datetime.today()
-    datetime.datetime(2021, 4, 13, 21, 2, 0, 485083)
-
-|
-
-**۳- با استفاده از کلاس متد** ``(tz=None)now`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.now>`__]، عملکرد این متد نیز همانند ``today`` می‌باشد با این تفاوت که می‌توان یک شی منطقه زمانی نیز به صورت آرگومان به آن ارسال و ثبت نمود::
-
-
-    >>> import datetime
-
-    >>> datetime.datetime.now()
-    datetime.datetime(2021, 4, 13, 21, 2, 0, 485083)
-
-::
-
-    >>> import datetime
- 
-    >>> tz = datetime.timezone(datetime.timedelta(hours=4, minutes=30))
-    >>> datetime.datetime.now(tz)
-    datetime.datetime(2021, 4, 13, 21, 2, 0, 485083, tzinfo=datetime.timezone(datetime.timedelta(seconds=16200)))
-
-
-توجه داشته باشید ارسال شی منطقه زمانی (``tz``) در نمونه کد بالا باعث تغییر در زمان نشد. علت این امر نیز مربوط به منطقه زمانی سیستمی است که برنامه بر روی آن اجرا می‌شود، در این سیستم منطقه زمانی بر روی ``04:30+UTC`` (وقت ساعت تابستانی، تهران) تنظیم بوده که کاملا برابر با مقدار ``tz`` ارسال شده می‌باشد.
-
-
-|
-
-**۴- با استفاده از کلاس متد** ``utcnow`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.utcnow>`__]، خروجی این متد همانند خروجی ``datetime.now(timezone.utc)`` می‌باشد. یعنی زمان لحظه جاری سیستم را بر اساس منطقه زمانی UTC برمی‌گرداند ولی با این تفاوت که مقدار پارامتر ``tzinfo`` آن برابر ``None`` خواهد بود::
-
-
-    >>> import datetime
-
-    >>> datetime.datetime.now()
-    datetime.datetime(2021, 4, 13, 21, 15, 33, 635410)
-
-    >>> datetime.datetime.now(datetime.timezone.utc)
-    datetime.datetime(2021, 4, 13, 16, 45, 33, 635410, tzinfo=datetime.timezone.utc)
-
-::
-
-    >>> import datetime
-
-    >>> datetime.datetime.utcnow()
-    datetime.datetime(2021, 4, 13, 16, 45, 33, 635410)
-
-
-
-|
-
-**۵- با استفاده از کلاس متد** ``fromtimestamp`` [`اسناد پایتون <hhttps://docs.python.org/3/library/datetime.html#datetime.datetime.fromtimestamp>`__]، در تعریف این متد یک پارامتر اختیاری (tz) از نوع ``tzinfo`` و یک پارامتر اجباری (timestamp) از نوع ``int`` قرار داده شده است. این متد معادل POSIX timestamp [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Unix_time>`__] یک تاریخ مشخص را دریافت و یک شی معادل از کلاس ``datetime.datetime`` را برمی‌گرداند. این مقدار برابر شمارش تعداد ثانیه‌ها به منطقه زمانی UTC از ساعت ۰۰:۰۰:۰۰ یکم ژانویه سال ۱۹۷۰ میلادی تا تاریخ مورد نظر می‌باشد. ::
-
-
-      fromtimestamp(timestamp, tz=None)
-
-
-::
-
-
-    >>> import datetime
-    >>> datetime.datetime.fromtimestamp(1617737400)
-    datetime.datetime(2021, 4, 7, 0, 0)
-
-::
-
-    >>> import datetime
-    >>> datetime.datetime.fromtimestamp(1617737400, datetime.timezone.utc)
-    datetime.datetime(2021, 4, 6, 19, 30, tzinfo=datetime.timezone.utc)
-
-توجه داشته باشید استفاده از این متد تنها محدود به سال‌های مابین ۱۹۷۰ تا ۲۰۳۸ می‌باشد. چرا که این متد از تابع localtime یا gmtime در زبان برنامه‌نویسی C استفاده می‌کند که از سال ۲۰۳۸ به بعد مقدار timestamp از نوع signed 32-bit integer در این زبان، Overflow خواهد داشت! [`ویکی‌پدیا: Year 2038 problem <https://en.wikipedia.org/wiki/Year_2038_problem>`__]
-
-
-
-
-|
-
-**۶- با استفاده از کلاس متد** ``(timestamp)utcfromtimestamp`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.utcfromtimestamp>`__]، خروجی این متد نیز همانند خروجی کلاس متد زیر بوده و معادل POSIX timestamp یک تاریخ مشخص را دریافت و یک شی معادل از کلاس ``datetime.datetime`` را بر مبنای منطقه زمانی UTC برمی‌گرداند. ولی با این تفاوت که مقدار پارامتر ``tzinfo`` آن برابر ``None`` خواهد بود::
-
-
-      fromtimestamp(timestamp, datetime.timezone.utc)
-
-::
-
-
-    >>> import datetime
-    >>> datetime.datetime.utcfromtimestamp(1617737400)
-    datetime.datetime(2021, 4, 6, 19, 30)
-
-توجه داشته باشید استفاده از این متد تنها محدود به سال‌های مابین ۱۹۷۰ تا ۲۰۳۸ می‌باشد. چرا که این متد از تابع localtime یا gmtime در زبان برنامه‌نویسی C استفاده می‌کند که از سال ۲۰۳۸ به بعد مقدار timestamp از نوع signed 32-bit integer در این زبان، Overflow خواهد داشت! [`ویکی‌پدیا: Year 2038 problem <https://en.wikipedia.org/wiki/Year_2038_problem>`__]
-
-
-|
-
-**۷- با استفاده از کلاس متد** ``(ordinal)fromordinal`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.fromordinal>`__]، در تعریف این متد یک پارامتر از نوع ``int`` قرار داده شده است که در واقع این متد معادل یک proleptic Gregorian ordinal [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Proleptic_Gregorian_calendar>`__] یک تاریخ مشخص را دریافت و یک شی معادل از کلاس ``datetime.datetime`` را برمی‌گرداند. این مقدار برابر شمارش تعداد روزها از تاریخ یکم ژانویه سال یک میلادی تا تاریخ مورد نظر می‌باشد. باید توجه داشت مقادیر مربوط به ساعت همانند minute ،hour یا ``tzinfo`` شی ایجاد شده برابر ``None`` خواهد بود::
-
-
-    >>> import datetime
-    >>> datetime.datetime.fromordinal(737887)
-    datetime.datetime(2021, 4, 7, 0, 0)
-
-
-|
-
-**۸- با استفاده از کلاس متد** ``fromisocalendar`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.fromisocalendar>`__] (البته از نسخه 3.8 پایتون به بعد)، در تعریف این متد سه پارامتر از نوع ``int`` قرار داده شده است که از سمت چپ به ترتیب معرف سال، شماره هفته در سال و شماره روز از هفته مورد نظر می‌باشند. در واقع این متد معادل ISO calendar [`ویکی‌پدیا <https://en.wikipedia.org/wiki/ISO_week_date>`__] یک تاریخ مشخص را دریافت و یک شی معادل از کلاس ``datetime.datetime`` را برمی‌گرداند. در این استاندارد، یک سال تقریبا شامل ۵۲ هفته می‌باشد که روزهای هر هفته نیز از روز دوشنبه (Monday) با شماره یک محاسبه می‌گردد (دوشنبه:۱، سه‌شنبه:۲، ... یکشنبه:۷). باید توجه داشت مقادیر مربوط به ساعت همانند minute ،hour یا ``tzinfo`` شی ایجاد شده برابر ``None`` خواهد بود::
-
-
-      fromisocalendar(year, week, day)
-
-::
-
-    >>> import datetime
-    >>> datetime.datetime.fromisocalendar(2021, 14, 3) # Wednesday, April 7, 2021
-    datetime.datetime(2021, 4, 7, 0, 0)
-
-
-|
-
-**۹- با استفاده از کلاس متد** ``combine(date, time, tzinfo)`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.combine>`__]، در تعریف این متد سه پارامتر قرار داده شده است که از سمت چپ به ترتیب از نوع ``datetime.time`` ،``datetime.date`` و ``datetime.tzinfo`` می‌باشند. در واقع این متد یک شی ``datetime.date`` و ``datetime.time`` جداگانه را دریافت و با یکدیگر ترکیب و یک شی ``datetime.datetime`` تولید می‌کند. پارامتر ``tzinfo`` اختیاری بوده و از نسخه 3.6 پایتون به این متد اضافه گردیده است که در صورت ارسال آرگومان متناظر به آن، این مقدار به عنوان منطقه زمانی شی خروجی در نظر گرفته خواهد شد؛ در غیر این صورت از منطقه زمانی شی ``datetime.time`` استفاده خواهد شد::
-
-    >>> import datetime
-
-    >>> d = datetime.date(2021, 4, 7)
-    >>> t = datetime.time(hour=22, minute=4, second=30, tzinfo=datetime.timezone.utc)
-
-    >>> datetime.datetime.combine(d, t)
-    datetime.datetime(2021, 4, 7, 22, 4, 30, tzinfo=datetime.timezone.utc)
-
-|
-
-**۱۰- با استفاده از کلاس متد** ``fromisoformat(date_string)`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.fromisoformat>`__] (البته از نسخه 3.7 پایتون به بعد)، در تعریف این متد یک پارامتر از نوع ``str`` قرار داده شده است و این متد یک زمان مشخص را بر اساس قالب استاندارد ISO 8601 [`ویکی‌پدیا <https://en.wikipedia.org/wiki/ISO_8601>`__] دریافت و یک شی معادل از کلاس ``datetime.datetime`` را برمی‌گرداند::
-
-    YYYY-MM-DD[*HH[:MM[:SS[.fff[fff]]]][+HH:MM[:SS[.ffffff]]]]
-
-الگوی بالا حالت‌های قابل پذیرش از قالب استاندارد ISO 8601 را برای این متد نمایش می‌دهد که در این الگو به جای ``*`` هر کاراکتری می‌تواند قرار بگیرد و بخش‌های داخل براکت (``[]``) اختیاری هستند. به چند نمونه کد زیر نیز توجه نمایید: 
-
-::
-
-    >>> from datetime import datetime
-
-    >>> datetime.fromisoformat('2011-11-04T00:05:23') # YYYY-MM-DDTHH:MM:SS
-    datetime.datetime(2011, 11, 4, 0, 5, 23)
-
-    >>> datetime.fromisoformat('2011-11-04 00:05:23') # YYYY-MM-DD HH:MM:SS
-    datetime.datetime(2011, 11, 4, 0, 5, 23)
-
-    >>> datetime.fromisoformat('2011-11-04 00:05:23.283+00:00') # YYYY-MM-DD HH:MM:SS.fff+HH:MM
-    datetime.datetime(2011, 11, 4, 0, 5, 23, 283000, tzinfo=datetime.timezone.utc)
-
-    >>> datetime.fromisoformat('2011-11-04 00:05:23.283+04:30') # YYYY-MM-DD HH:MM:SS.fff+HH:MM
-    datetime.datetime(2011, 11, 4, 0, 5, 23, 283000, tzinfo=datetime.timezone(datetime.timedelta(seconds=16200)))
-
-
-
-|
-
-**۱۱- با استفاده از کلاس متد** ``strptime`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.strptime>`__]، تعریف این متد به صورت زیر می‌باشد::
-
-    datetime.strptime(date_string, format)
-
-این متد بسیار پرکاربرد بوده و عملکرد آن به این صورت می‌باشد که یک زمان مشخص را از نوع ``str`` به همراه قالب آن زمان دریافت و یک شی از کلاس ``datetime.datetime`` برمی‌گرداند. ساختار قالب در اینجا با آنچه توسط استاندارد ISO 8601 مطرح شده است کمی متفاوت می‌باشد که در انتهای این درس مورد بررسی قرار خواهد گرفت.
-
-
-.. _python-comparing-datetime-objects:
-
-مقایسه دو شی ``datetime``
-----------------------------
-دو شی ``datetime.datetime`` پایتون قابلیت مقایسه با یکدیگر را دارند اگر هر دو naive یا هر دو aware باشند. همچنین می‌توان با استفاده از یک شی ``datetime.timedelta`` مقدار یک شی ``datetime`` را به جلو یا عقب هدایت کرد:
-
- 
-::
-
-    >>> from datetime import datetime, timedelta
-
-    >>> today = datetime(2021, 4, 15, 8, 20)
-
-    >>> yesterday = today - timedelta(days=1)
-    >>> yesterday
-    datetime.datetime(2021, 4, 14, 8, 20)
-
-    >>> today == today
-    True
-    >>> today > yesterday
-    True
-    >>> today < yesterday
-    False
-    >>> today == yesterday + timedelta(days=1)
-    True
-
-    >>> today - yesterday
-    datetime.timedelta(days=1)
-
-توجه داشته باشید حاصل تفاضل دو شی ``datetime`` پایتون یک شی از نوع ``datetime.timedelta`` خواهد بود!
-
-به مثالی دیگر توجه نمایید::
-
-    >>> from datetime import timedelta, timezone, datetime
-
-    >>> tz_et = timezone(timedelta(hours=-5), 'Eastern Time Zone')
-    >>> tz_ir = timezone(timedelta(hours=4, minutes=30), 'Asia/Tehran')
-
-    >>> dt_et = datetime(2021, 4, 15, 12, 0, 0, tzinfo=tz_et)
-    >>> dt_ir = datetime(2021, 4, 15, 12, 0, 0, tzinfo=tz_ir)
-
-    >>> dt_et == dt_ir
-    False
-    >>> dt_et > dt_ir
-    True
-    >>> dt_et < dt_ir
-    False
-
-    >>> dt_ir_new = datetime(2021, 4, 15, 21, 30, 0, tzinfo=tz_ir)
-
-    >>> dt_et == dt_ir_new
-    True
-
-
-در کد بالا درست است که هر دو شی ``t_et`` و ``t_ir`` حاوی یک تاریخ و یک ساعت (``12:00:00 15-04-2021``) می‌باشند ولی باید به این نکته توجه داشت، در حالی ``t_et`` ساعت دوازده را نمایش می‌دهد که نسبت به منطقه زمانی مبنا (UTC) پنج ساعت عقب‌تر است؛ در واقع نه ساعت و سی دقیقه بعد، ``t_ir`` به زمانی خواهد رسید که ``t_et`` اکنون آن را نمایش می‌دهد!
-
-
-.. _python-datetime-methods:
-
-متدهای شی ``datetime``
-----------------------------
-
-برخی از Instance methodهای یک شی ``datetime.datetime`` پایتون به شرح زیر هستند:
-
-
-* **متد** ``date`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.date>`__]: بخش تاریخ از شی مورد نظر را در قالب یک شی ``datetime.date`` برمی‌گرداند::
-
-    >>> import datetime
-    >>> dt = datetime.datetime(2021, 4, 15, 12, 0, 0, tzinfo=datetime.timezone.utc)
-    >>> dt.date()
-    datetime.date(2021, 4, 15)
-
-
-* **متد** ``time`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.time>`__]: بخش ساعت از شی مورد نظر را در قالب یک شی ``datetime.time``، بدون مقدار ``tzinfo`` برمی‌گرداند::
-
-    >>> import datetime
-    >>> dt = datetime.datetime(2021, 4, 15, 12, 0, 0, tzinfo=datetime.timezone.utc)
-    >>> dt.time()
-    datetime.time(12, 0)
-
-    >>> print(dt.time().tzinfo)
-    None
-
-
-* **متد** ``timetz`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.timetz>`__]: بخش ساعت از شی مورد نظر را در قالب یک شی ``datetime.time``، به همراه مقدار ``tzinfo`` برمی‌گرداند::
-
-    >>> import datetime
-    >>> dt = datetime.datetime(2021, 4, 15, 12, 0, 0, tzinfo=datetime.timezone.utc)
-    >>> dt.timetz()
-    datetime.time(12, 0, tzinfo=datetime.timezone.utc)
-
-    >>> print(dt.timetz().tzinfo)
-    UTC
-
-
-
-* **متد** ``astimezone(tz=None)`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.astimezone>`__]: با استفاده از این متد می‌توان منطقه زمانی شی مورد نظر را تغییر و به صورت یک شی جدید ``datetime.datetime`` دریافت کرد::
-
-    >>> import datetime
-    >>> dt = datetime.datetime(2021, 4, 15, 12, 0, 0, tzinfo=datetime.timezone.utc)
-    >>> dt
-    datetime.datetime(2021, 4, 15, 12, 0, tzinfo=datetime.timezone.utc)
-
-    >>> tz_ir = datetime.timezone(timedelta(hours=4, minutes=30), 'Asia/Tehran')
-    >>> dt.astimezone(tz_ir)
-    datetime.datetime(2021, 4, 15, 16, 30, tzinfo=datetime.timezone(datetime.timedelta(seconds=16200), 'Asia/Tehran'))
-
-
-* **متد** ``utcoffset`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.utcoffset>`__]: اگر پارامتر ``tzinfo`` برابر ``None`` باشد، مقدار ``None`` و در غیر این صورت مقدار ``self.tzinfo.utcoffset(self)`` را برمی‌گرداند.
-
-* **متد** ``tzname`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.tzname>`__]: اگر پارامتر ``tzinfo`` برابر ``None`` باشد، مقدار ``None`` و در غیر این صورت مقدار ``self.tzinfo.tzname(self)`` را برمی‌گرداند.
-
-::
-
-    >>> from datetime import timedelta, timezone, datetime
-
-    >>> tz = timezone(timedelta(hours=4, minutes=30), 'Asia/Tehran')
-    >>> dt = datetime(year=2021, month=4, day=15, hour=12, minute=0, tzinfo=tz)
-
-    >>> dt.utcoffset()
-    datetime.timedelta(seconds=16200)
-
-    >>> dt.tzname()
-    'Asia/Tehran'
-
-
-
-* **متد** ``timestamp`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.timestamp>`__]: معادل POSIX timestamp از زمان شی مورد نظر را در قالب یک شی ``float`` برمی‌گرداند::
-
-    >>> import datetime
-
-    >>> today = datetime.datetime(2021, 4, 15, 12, 0)
-    >>> today.timestamp()
-    1618471800.0
-
-  توجه داشته باشید استفاده از این متد تنها محدود به سال‌های مابین ۱۹۷۰ تا ۲۰۳۸ می‌باشد. چرا که این متد از تابع localtime یا gmtime در زبان برنامه‌نویسی C استفاده می‌کند که از سال ۲۰۳۸ به بعد مقدار timestamp از نوع signed 32-bit integer در این زبان، Overflow خواهد داشت! [`ویکی‌پدیا: Year 2038 problem <https://en.wikipedia.org/wiki/Year_2038_problem>`__]
-
-
-* **متد** ``toordinal`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.toordinal>`__]: معادل proleptic Gregorian ordinal از شی مورد نظر را برمی‌گرداند::
-
-    >>> import datetime
-
-    >>> today = datetime.datetime(2021, 4, 15, 12, 0)
-    >>> today.toordinal()
-    737895
-
-
-
-* **متد** ``weekday`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.isocalendar>`__]: شماره روز از هفته جاری را برمی‌گرداند. دوشنبه:صفر، سه‌شنبه:۱ ... یک‌شنبه:۶::
-
-    >>> import datetime
-
-    >>> today = datetime.datetime(2021, 4, 15, 12, 0) # Thursday, April 15, 2021
-    >>> today.weekday()
-    3
-
-
-
-* **متد** ``isoweekday`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.isoweekday>`__]: شماره روز از هفته جاری را بر اساس استاندارد ISO calendar برمی‌گرداند. دوشنبه:۱، سه‌شنبه:۲ ... یک‌شنبه:۷::
-
-    >>> import datetime
-
-    >>> today = datetime.datetime(2021, 4, 15, 12, 0) # Thursday, April 15, 2021
-    >>> today.isoweekday()
-    4
-
-
-* **متد** ``isocalendar`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.isocalendar>`__]: معادل ISO calendar از مقدار تاریخ شی مورد نظر را برمی‌گرداند::
-
-    >>> import datetime
-
-    >>> today = datetime.datetime(2021, 4, 15, 12, 0) # Thursday, April 15, 2021
-    >>> today.isocalendar()
-    (2021, 15, 4)
-
-
-
-  از پایتون نسخه 3.9 نوع خروجی این متد به صورت زیر تغییر کرده است::
-
-
-    >>> today.isocalendar()
-    datetime.IsoCalendarDate(year=2021, week=14, weekday=5)
-
-
-* **متد** ``isoformat`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.isoformat>`__]: معادل مقدار زمان ثبت شده در شی مورد نظر را در قالب استاندارد ISO 8601 برمی‌گرداند::
-
-    >>> import datetime
-
-    >>> today = datetime.datetime(2021, 4, 15, 12, 0)
-    >>> today.isoformat()
-    '2021-04-15T12:00:00'
-
-  ::
-
-      >>> today = datetime.datetime(2021, 4, 15, 12, 0, tzinfo=datetime.timezone.utc)
-      >>> today.isoformat()
-      '2021-04-15T12:00:00+00:00'
-
-
-
-* **متد** ``replace`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.replace>`__]: با استفاده از این متد می‌توان یک شی ``datetime.datetime`` جدید همانند شی جاری ایجاد کرد ولی با کمی تغییرات::
-
-     replace(year, 
-                 month, 
-                 day, 
-                 hour=0, 
-                 minute=0, 
-                 second=0, 
-                 microsecond=0, 
-                 tzinfo=None, *, fold=0)
-
-  ::
-
-    >>> import datetime
-    >>> today = datetime.datetime(2021, 4, 15, 12, 0)
-
-    >>> another_day = today.replace(day=22)
-    >>> another_day
-    datetime.datetime(2021, 4, 22, 12, 0)
-
-
-  به مثالی دیگر توجه نمایید::
-
-      >>> from datetime import timedelta, timezone, datetime
-
-      >>> tz = timezone(timedelta(hours=-5), 'Eastern Time Zone')
-      >>> dt = datetime(2021, 4, 15, 12, 0, tzinfo=tz)
-      >>> dt
-      datetime.datetime(2021, 4, 15, 12, 0, tzinfo=datetime.timezone(datetime.timedelta(days=-1, seconds=68400), 'Eastern Time Zone'))
-
-
-      >>> tz_teh = timezone(timedelta(hours=4, minutes=30), 'Asia/Tehran')
-      >>> dt.replace(tzinfo=tz_teh)
-      datetime.datetime(2021, 4, 15, 12, 0, tzinfo=datetime.timezone(datetime.timedelta(seconds=16200), 'Asia/Tehran'))
-
-
-  توجه داشته باشید که وظیفه این متد تنها جایگزینی مقادیر می‌باشد و با جایگزینی منطقه زمانی، تغییری در زمان ثبت شده ایجاد نمی‌گردد. 
-
-
-
-* **متد** ``(format)strftime`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.strftime>`__]: این متد بسیار پرکاربرد است و عملکرد آن به این صورت می‌باشد که یک قالب (format) را دریافت و معادل ``str`` از شی مورد نظر را بر اساس ساختار آن قالب برمی‌گردادند. ساختار قالب در اینجا با آنچه توسط استاندارد ISO 8601 مطرح شده است کمی متفاوت می‌باشد که در انتهای این درس مورد بررسی قرار خواهد گرفت.
-
-
-
-.. _python-datetime-naive-aware:
-
-naive / aware
-----------------------------
-
-یک شی ``datetime.datetime`` (به عنوان مثال متغیر:‌ ``dt``) از نوع aware خواهد بود اگر دو شرط زیر برای آن درست باشد:
-
-
-* مقدار پارامتر ``dt.zinfo`` مخالف ``None`` باشد.
-* حاصل ``dt.tzinfo.utcoffset(dt)`` مخالف ``None`` باشد.
-
-
-
-متدهای ``strftime`` و ``strptime``
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-
-پیش‌تر کمی با این دو متد پرکاربرد آشنا شده‌ایم، ولی به صورت خلاصه می‌توان این دو متد را اینگونه تعریف نمود:
-
-
-
-**متد** ``strftime(format)``: یک Instance method بوده و از جانب هر سه نوع شی ``date`` ،``time`` و ``datetime`` پشتیبانی و قابل استفاده می‌باشد. این متد می‌تواند زمان شی مورد نظر را به یک قالب (format) مشخص از شی رشته ``str`` تبدیل نماید. str format time
-
-
-**متد** ``strptime(date_string, format)``: یک Class method بوده و تنها از جانب کلاس ``datetime`` پشتیبانی و قابل استفاده می‌باشد. این متد می‌تواند زمان درج شده در یک قالب (format) مشخص از شی رشته ``str`` را تجزیه (Parse) و به یک شی ``datetime.datetime`` تبدیل نماید. str parse time
-
-در تعریف این متدها، منظور از format یک رشته متنی است که بر اساس کدهای خاصی تشکیل شده است و همینطور date_string نیز یک رشته متنی حاوی زمان در قالب ارايه شده توسط format می‌باشد. به نمونه کد زیر توجه نمایید::
-
-
-    >>> import datetime
-    >>> today = datetime.datetime(2021, 4, 15, 12, 0, 0)
-    >>> today.strftime('%Y-%m-%d %H:%M:%S')
-    '2021-04-15 12:00:00'
-
-::
-
-    >>> import datetime
-    >>> datetime.datetime.strptime('2021-04-15 12:00:00', '%Y-%m-%d %H:%M:%S')
-    datetime.datetime(2021, 4, 15, 12, 0)
-
-
-برای مشاهده فهرست کدهای قابل استفاده و مفهوم آن‌ها در format می‌توانید به [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#strftime-and-strptime-format-codes>`__] مراجعه نمایید ولی برخی از موارد پر استفاده به شرح زیر می‌باشند:
-
-
-* ``Y%``: نمایش سال به همراه قرن (چهار رقمی)
-
-* ``y%``: نمایش سال بدون قرن (دو رقمی)
-
-* ``m%``: نمایش شماره ماه به صورت دورقمی: 01 ... 12
-
-* ``b%``: نمایش نام ماه به صورت اختصار: Jan ... Dec
-
-* ``B%``: نمایش نام ماه به صورت کامل: January ... December
-
-* ``d%``: نمایش شماره روز از ماه به صورت دو رقمی: 01 ... 31
-
-* ``a%``: نمایش نام روز هفته به صورت اختصار: Sat ... Fri
-
-* ``A%``: نمایش نام روز هفته به صورت کامل: Saturday ... Friday
-
-* ``H%``: نمایش ساعت (در سیستم شمارش تا 24) به صورت دو رقمی: 00 ... 23
-
-* ``I%``: نمایش ساعت (در سیستم شمارش تا 12) به صورت دو رقمی: 00 ... 12
-
-* ``p%``: نمایش AM یا PM
-
-* ``M%``: نمایش دقیقه به صورت دو رقمی: 00 ... 59
-
-* ``S%``: نمایش ثانیه به صورت دو رقمی: 00 ... 59
-
-* ``Z%``: نمایش نام منطقه زمانی : UTC ،GMT، ....
-
-* ``%%``: نمایش یک کاراکتر ``%``
-
-
-::
-
-    >>> import datetime
-    >>> today = datetime.datetime(2021, 4, 15, 12, 0, 0)
-    >>> today.strftime('%b %d %Y %H:%M:%S')
-    'Apr 15 2021 12:00:00'
-
-
-::
-
-    >>> import datetime
-    >>> datetime.datetime.strptime('Apr 15 2021 12:00:00', '%b %d %Y %H:%M:%S')
-    datetime.datetime(2021, 4, 15, 12, 0)
-
-
-
-|
-
-----
-
-:emoji-size:`😊` امیدوارم مفید بوده باشه
-
-
-
+.. role:: emoji-size
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - درس بیست و پنجم: زمان در پایتون: ماژول‌ datetime
+
+
+.. _lesson-25: 
+
+
+درس ۲۵: زمان در پایتون: ماژول‌ datetime 
+===========================================
+
+.. figure:: /_static/pages/25-python-date-time-calendar.jpg
+    :align: center
+    :alt: زمان در پایتون: ماژول‌ datetime و timezone, timedelta, tzinfo
+    :class: page-image
+
+    Photo by `Niloofar Kanani <https://unsplash.com/photos/a-dep2gUeRI>`__
+  
+
+  
+  
+
+برای کار با زمان سه ماژول در کتابخانه استاندارد زبان برنامه‌نویسی پایتون آماده شده است؛ time ،datetime و calendar. این درس به شرح کامل ماژول datetime پایتون اختصاص یافته است. ماژول datetime پایتون انواع یا کلاس‌های زیادی را برای ایجاد اشیا مرتبط با زمان و دستکاری (manipulating) آن‌ها فراهم آورده است، همچون ``time`` ،``date`` ،``timezone`` ،``timedelta`` و ``datetime`` که همگی در این درس بررسی خواهند شد.
+
+
+:emoji-size:`✔` سطح: متوسط
+
+----
+
+
+.. contents:: سرفصل‌ها
+    :depth: 2
+
+----
+
+
+.. _python-datetime-module: 
+
+ماژول datetime
+~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+این ماژول [`اسناد پایتون <https://docs.python.org/3/library/datetime.html>`__] از کتابخانه استاندارد زبان برنامه‌نویسی پایتون چند نوع یا کلاس برای کار با زمان (ساعت و تاریخ) را در اختیار برنامه‌نویس قرار می‌دهد:
+
+* **کلاس** ``date``: مناسب برای ایجاد شی تاریخ در پایتون می‌باشد که اشیا آن هیچ آگاهی نسبت به ساعت و منطقه زمانی (Time zone) [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Time_zone>`__] نخواهند داشت و تنها مربوط به روزی خاص بر اساس گاه‌شماری میلادی (Gregorian calendar) [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Gregorian_calendar>`__] می‌باشند.
+
+* **کلاس** ``time``: مناسب برای ایجاد شی ساعت در پایتون می‌باشد و اشیا این کلاس هیچ آگاهی نسبت به تاریخ یا روز خاصی ندارند و تنها حاوی یک ساعت مشخص از شبانه‌روز خواهند بود.
+
+* **کلاس** ``datetime``: ترکیبی از دو کلاس ``date`` و ``time`` که اشیای آن می‌توانند نسبت به یک زمان (تاریخ و ساعت) مشخص آگاهی کامل داشته باشند.
+
+در ادامه به بررسی این سه کلاس خواهیم پرداخت، اما پیش از این کار لازم است با دو کلاس دیگر از ماژول datetime آشنا شویم،  ``timedelta`` و ``tzinfo``.
+
+
+کلاس ``datetime.timedelta``
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+در زبان برنامه‌نویسی پایتون از اشیای کلاس ``timedelta`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#timedelta-objects>`__] برای بیان «مدت زمان» (duration) مشخص یا اختلاف بین دو تاریخ یا زمان استفاده می‌شود. الگوی نمونه‌سازی از این کلاس به شکل زیر است::
+
+    td = timedelta(days=0, 
+                   seconds=0, 
+                   microseconds=0, 
+                   milliseconds=0, 
+                   minutes=0, 
+                   hours=0, 
+                   weeks=0)
+
+با نمونه‌سازی از این کلاس و ارسال آرگومان‌های دلخواه، براساس تمام واحدهای پرتکرار از زمان یا حتی ترکیبی از آن‌ها می‌توانیم یک مدت‌زمان در سیستم زمانی پایتون ایجاد کنیم؛ هفته (weeks)، روز (days)، ساعت (hours)، دقیقه (minutes)، ثانیه (seconds)، میلی‌ثانیه (milliseconds یا همان 0.001 ثانیه) و میکروثانیه (microseconds یا همان 0.000001 ثانیه). تمامی این مقادیر اختیاری و با مقدار پیش‌فرض ``0`` هستند که می‌توانند از نوع ``int`` یا ``float``، مثبت یا منفی باشند:
+
+::
+
+    >>> from datetime import timedelta
+
+
+::
+
+    >>> no_duration = timedelta()
+    >>> no_duration
+    datetime.timedelta(0)
+
+    >>> no_duration.total_seconds()
+    0.0
+
+::
+
+    >>> delta = timedelta(
+    ...     days=50,
+    ...     seconds=27,
+    ...     microseconds=10,
+    ...     milliseconds=29000,
+    ...     minutes=5,
+    ...     hours=8,
+    ...     weeks=2
+    ... )
+    >>> # Only days, seconds, and microseconds remain
+    >>> delta
+    datetime.timedelta(days=64, seconds=29156, microseconds=10)
+
+    >>> delta.total_seconds()
+    5558756.00001
+
+::
+
+    >>> one_half_days = timedelta(days=1.5)
+    >>> one_half_days
+    datetime.timedelta(days=1, seconds=43200)
+
+    >>> one_half_days.total_seconds()
+    129600.0
+
+
+
+توجه داشته باشید که از تمام انواع آرگومانی که ارسال می‌کنید این تنها ``seconds`` ،``days`` و ``microseconds`` هستند که دارای attribute متناظر بوده و قابل دسترس می‌باشند. در واقع تمامی مقادیر ارسالی در زمان نمونه‌سازی با یکدیگر ترکیب شده و در نهایت به این سه attribute تبدیل می‌شوند. به مقداردهی در زمان نمونه‌سازی و نیز به خروجی مقادیر از نمونه کدهای بالا توجه نمایید.
+
+همچنین از نسخه 3.2 پایتون می‌توانید با استفاده از متد ``total_seconds`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.timedelta.total_seconds>`__] کل مدت زمان ذخیره شده در شی timedelta را در واحد ثانیه دریافت نمایید::
+
+    >>> delta = timedelta(microseconds=1)
+    >>> delta.total_seconds()
+    1e-06
+
+دو شی ``datetime.timedelta`` پایتون قابلیت شرکت در محاسبات ریاضی را دارند::
+
+
+    >>> from datetime import timedelta
+
+    >>> year = timedelta(days=365)
+
+    >>> ten_years = 10 * year
+    >>> ten_years
+    datetime.timedelta(days=3650)
+
+    >>> ten_years.days // 365
+    10
+
+    >>> nine_years = ten_years - year
+    >>> nine_years
+    datetime.timedelta(days=3285)
+
+    >>> three_years = nine_years // 3
+    >>> three_years
+    datetime.timedelta(days=1095)
+
+    >>> three_years.days // 365
+    3
+
+::
+
+    >>> day = timedelta(days=1)
+    >>> negative_day = timedelta(days=-1)
+
+    >>> negative_day
+    datetime.timedelta(days=-1)
+
+    >>> day + negative_day
+    datetime.timedelta(0)
+
+    >>> day - negative_day
+    datetime.timedelta(days=2)
+
+
+
+همچنین دو شی ``datetime.timedelta`` پایتون قابلیت مقایسه با یکدیگر را دارند::
+
+    >>> from datetime import timedelta
+    >>> year = timedelta(days=365)
+    >>> three_years = timedelta(days=1095)
+
+    >>> year == year
+    True
+    >>> year == three_years
+    False
+    >>> year > three_years
+    False
+    >>> year < three_years
+    True
+    >>> year * 3  == three_years
+    True
+
+در ادامه به همراه بخش‌های بعدی این درس با کاربرد اصلی اشیای ``datetime.timedelta`` آشنا خواهیم شد.
+
+
+
+کلاس ``datetime.tzinfo``
+~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+هر وقت که صحبت از ساعت و زمان باشد، «منطقه زمانی» (Time zone) نیز جزئی از گفتگو خواهد بود. در زبان برنامه‌نویسی پایتون کلاس ``tzinfo`` از ماژول ``datetime`` امکان ایجاد منطقه زمانی را فراهم آورده است [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.tzinfo>`__]. ``tzinfo`` در واقع یک کلاس Abstract (درس نوزدهم) می‌باشد که نمی‌توان از آن نمونه‌سازی و شی ایجاد کرد ولی می‌توان به کمک آن، کلاس منطقه زمانی دلخواه خود را ایجاد نماییم. برای مشاهده اجزا و نکات مربوط به پیاده‌سازی منطقه زمانی دلخواه می‌توانید به مستندات زبان برنامه‌نویسی پایتون مراجعه نمایید. 
+
+اشتباه نکنید، در اکثر مواقع نیازی به پیاده‌سازی یک کلاس منطقه زمانی در پایتون نمی‌باشد. چرا که از قبل کلاس ``timezone`` از ماژول ``datetime`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#timezone-objects>`__] توسط این زبان فراهم آورده شده است. این کلاس یک subclass از ``datetime.tzinfo`` بوده و مبنای محاسبه منطقه زمانی در آن UTC [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Coordinated_Universal_Time>`__] می‌باشد. UTC یک قرارداد جهانی است و این کلاس به تنهایی تمامی نیازهای معمول ما نسبت به ثبت منطقه زمانی در پایتون را برطرف می‌سازد. برای مثال، در سراسر ایران منطقه زمانی یکسان می‌باشد و به صورت استاندارد از مبنای UTC محاسبه می‌گردد؛ به این صورت که در شش ماه نخست سال برابر ``UTC+4:30``  - با شمارش ساعت تابستانی [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Daylight_saving_time>`__] - و در شش ماه دوم از سال این مقدار برابر ``UTC+3:30`` خواهد بود [`ویکی‌پدیا Iran Standard Time (IRST) <https://en.wikipedia.org/wiki/Iran_Standard_Time>`__].
+
+
+.. note::
+
+  در زبان برنامه‌نویسی پایتون اشیای مرتبط با زمان براساس توانایی آگاهی آن‌ها از منطقه زمانی (Time zone) به دو دسته **«آگاه» (aware)** و **«ساده» (naive)** تقسیم‌بندی می‌شوند. بر همین اساس اشیای کلاس ``date`` از نوع naive و اشیای دو کلاس ``time`` و ``datetime`` می‌توانند برحسب شرایط  aware یا naive باشند.
+
+
+
+کلاس ``datetime.timezone``
+------------------------------
+
+الگوی نمونه‌سازی از این کلاس به صورت زیر است::
+
+
+    timezone(offset, name=None)
+
+که در آن پارامتر ``offset`` یک شی از نوع ``datetime.timedelta`` می‌باشد که می‌بایست حاوی فاصله زمانی منطقه مورد نظر ما از مبدا UTC باشد (مثبت (جلوتر) یا منفی (عقب‌تر)) و ``name`` نیز یک نام دلخواه و اختیاری برای شناسایی منطقه زمانی ایجاد شده می‌باشد::
+
+    >>> from datetime import timedelta, timezone
+
+    >>> tz = timezone(timedelta(hours=4, minutes=30), 'Asia/Tehran')
+
+    >>> tz
+    datetime.timezone(datetime.timedelta(seconds=16200), 'Asia/Tehran')
+
+    >>> type(tz)
+    <class 'datetime.timezone'>
+
+شی ``tz`` ایجاد شده در نمونه کد بالا، بیانگر منطقه زمانی ``UTC+4:30`` (Asia/Tehran، با شمردن ساعت تابستانی) می‌باشد. به عنوان مثالی دیگر، ایجاد شی برای منطقه زمانی ``UTC-05:00`` (EST، بدون شمردن ساعت تابستانی) [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Eastern_Time_Zone>`__] به صورت زیر می‌باشد::
+
+
+    >>> tz = timezone(timedelta(hours=-5), 'Eastern Time Zone')
+
+.. note::
+
+  به منظور شفاف‌سازی بیشتر و درک اهمیت منطقه زمانی، اگر فرض کنیم ساعت در یک لحظه به وقت ``UTC`` برابر ``12:00`` است آنگاه همان لحظه ساعت به وقت ``UTC-05:00`` برابر ``07:00`` و به وقت ``UTC+04:30`` برابر ``16:30`` خواهد بود.
+
+
+
+از طریق شی ``datetime.timezone`` چهار متد زیر در دسترس خواهد بود، در واقع  این‌ها متدهایی هستند که توسط ``datetime.timezone`` از کلاس ``datetime.tzinfo`` ارث‌برده و Override شده‌اند:
+
+* **متد** ``utcoffset(dt)`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.timezone.utcoffset>`__]: ورودی نادیده گرفته می‌شود و خروجی یک شی ``datetime.timedelta`` برابر اختلاف فاصله زمانی از مبنا UTC می‌باشد.
+
+* **متد** ``tzname(dt)`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.timezone.tzname>`__]: نام منطقه زمانی ارسال شده در زمان نمونه‌سازی را برمی‌گرداند. چنانچه در زمان نمونه‌سازی مقداری ارسال نشده و نام برابر ``None`` باشد، یک نام به صورت خودکار تولید خواهد شد. ورودی می‌تواند ``None`` یا یک شی aware از نوع ``datetime.datetime`` باشد.
+
+* **متد** ``dst(dt)`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.timezone.dst>`__]: خروجی این متد برای اشیا ``datetime.timezone`` همواره برابر ``None`` خواهد بود.
+
+* **متد** ``fromutc(dt)`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.timezone.fromutc>`__]: ورودی می‌بایست یک شی aware از نوع ``datetime.datetime`` باشد و خروجی نیز برابر ``dt + offset`` خواهد بود. در واقع این متد یک شی ``datetime.datetime`` دریافت و منطقه زمانی آن را بر اساس اطلاعات خود تغییر و برمی‌گرداند.
+
+این کلاس حاوی یک Class attribute نیز می‌باشد. ``utc`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.timezone.utc>`__] که برابر یک شی ``datetime.timezone`` جدید براساس منطقه زمانی UTC می‌باشد. یعنی:‌ ``timezone(timedelta(0))``
+
+
+::
+
+    >>> from datetime import timedelta, timezone
+    >>> tz = timezone(timedelta(hours=4, minutes=30), 'Asia/Tehran')
+
+    >>> tz.utcoffset(None)
+    datetime.timedelta(seconds=16200)
+    
+    >>> tz.tzname(None)
+    'Asia/Tehran'
+    
+::
+
+    >>> from datetime import timedelta, timezone
+    >>> tz = timezone(timedelta(hours=4, minutes=30))
+    >>> tz.tzname(None)
+    'UTC+04:30'
+
+
+::
+
+    >>> from datetime import timezone
+    >>> type(timezone.utc)
+    <class 'datetime.timezone'>
+
+
+کلاس ``datetime.date``
+~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+این کلاس [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#date-objects>`__] نمایش ایجاد یک شی تاریخ بر اساس گاه‌شماری میلادی (Gregorian calendar) در زبان برنامه‌نویسی پایتون می‌باشد. در واقع کاربرد این شی، نگهداری از اطلاعات مربوط به یک تاریخ مشخص خواهد بود (همچون:‌ سال، ماه و روز). در ادامه این بخش به بررسی چگونگی ایجاد این شی و اجزای آن خواهیم پرداخت.
+
+
+.. _python-create-date-objects: 
+
+ایجاد شی ``date``
+------------------
+
+به پنج شیوه زیر می‌توان یک شی از نوع ``datetime.date`` ایجاد کرد:
+
+::
+
+     >>> import datetime
+
+     >>> # Wednesday, April 7, 2021
+
+     >>> d = datetime.date(2021, 4, 7)
+     >>> d = datetime.date.fromisoformat('2021-04-07')  # Python 3.7
+     >>> d = datetime.date.fromordinal(737887)
+     >>> d = datetime.date.fromtimestamp(1617737400)
+     >>> d = datetime.date.fromisocalendar(2021, 14, 3) # Python 3.8
+
+     >>> d
+     datetime.date(2021, 4, 7)
+     >>> type(d)
+     <class 'datetime.date'>
+
+     >>> d.year
+     2021
+     >>> d.month
+     4
+     >>> d.day
+     7
+
+
+
+**۱- با استفاده از نمونه‌سازی**::
+
+    >>> import datetime
+    >>> d = datetime.date(2021, 4, 7)
+
+
+::
+
+
+    >>> import datetime
+    >>> d = datetime.date(year=2021, month=4, day=7)
+
+
+برای نمونه‌سازی از کلاس ``datetime.date`` می‌بایست سه Instance attribute آن را مقداردهی نماییم. این سه attribute عبارتند از:
+
+* ``year``: از نوع ``int`` می‌باشد و مقداری برابر با سال مورد نظر خواهد داشت. این مقدار می‌بایست کمتر یا برابر ``datetime.MAXYEAR`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.MAXYEAR>`__] و همچنین بیشتر یا برابر ``datetime.MINYEAR`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.MINYEAR>`__] باشد::
+
+    MINYEAR <= year <= MAXYEAR
+
+* ``month``: از نوع ``int`` می‌باشد و مقداری برابر با ماه مورد نظر خواهد داشت که می‌بایست عددی از بین اعداد ``1`` تا ``12`` باشد.
+
+* ``day``: از نوع ``int`` می‌باشد و مقداری برابر با روزی مشخص در ماه ذکر شده خواهد داشت.
+
+
+
+  ::
+
+      >>> datetime.MINYEAR
+      1
+      >>> datetime.MAXYEAR
+      9999
+
+      >>> datetime.MINYEAR <= d.year <= datetime.MAXYEAR
+      True
+      >>> 1 <= d.month <= 12
+      True
+      >>> 1 <= d.day <= 31
+      True
+
+  باید توجه داشت که مقدار این سه attribute پس از نمونه‌سازی قابل تغییر نخواهد بود و به اصطلاح read-only هستند::
+
+    >>> d.year = 2022
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+    AttributeError: attribute 'year' of 'datetime.date' objects is not writable
+
+|
+
+**۲- با استفاده از کلاس متد** ``fromisoformat(date_string)`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.date.fromisoformat>`__] از کلاس ``datetime.date`` (البته از نسخه 3.7 پایتون به بعد)، در تعریف این متد یک پارامتر از نوع ``str`` قرار داده شده است و این متد یک تاریخ را بر اساس قالب استاندارد ISO 8601 [`ویکی‌پدیا <https://en.wikipedia.org/wiki/ISO_8601>`__] دریافت و یک شی معادل از کلاس ``datetime.date`` را برمی‌گرداند. این قالب برابر ``YYYY-MM-DD`` می‌باشد که از سمت چپ معرف چهار رقم سال، یک خط تیره، دو رقم ماه، یک خط تیره و دو رقم روز ماه می‌باشد؛ همانند: ``07-04-2020``::
+
+    >>> import datetime
+    >>> d = datetime.date.fromisoformat('2021-04-07')
+
+::
+
+    >>> from datetime import date
+    >>> d = date.fromisoformat('2021-04-07')
+
+|
+
+**۳- با استفاده از کلاس متد** ``(ordinal)fromordinal`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.date.fromordinal>`__] از کلاس ``datetime.date``، در تعریف این متد یک پارامتر از نوع ``int`` قرار داده شده است که در واقع این متد معادل یک proleptic Gregorian ordinal [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Proleptic_Gregorian_calendar>`__] یک تاریخ مشخص را دریافت و یک شی معادل از کلاس ``datetime.date`` را برمی‌گرداند. این مقدار برابر شمارش تعداد روزها از تاریخ یکم ژانویه سال یک میلادی تا تاریخ مورد نظر می‌باشد::
+
+
+    >>> import datetime
+    >>> d = datetime.date.fromordinal(737887)
+
+::
+
+    >>> from datetime import date
+    >>> d = date.fromordinal(737887)
+
+
+
+|
+
+**۴- با استفاده از کلاس متد** ``(timestamp)fromtimestamp`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.date.fromtimestamp>`__] از کلاس ``datetime.date``، در تعریف این متد یک پارامتر از نوع ``int`` قرار داده شده است که در واقع این متد معادل POSIX timestamp [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Unix_time>`__] یک تاریخ مشخص را دریافت و یک شی معادل از کلاس ``datetime.date`` را برمی‌گرداند. این مقدار برابر شمارش تعداد ثانیه‌ها به منطقه زمانی UTC از ساعت ۰۰:۰۰:۰۰ یکم ژانویه سال ۱۹۷۰ میلادی تا تاریخ مورد نظر می‌باشد::
+
+
+    >>> import datetime
+    >>> d = datetime.date.fromtimestamp(1617737400)
+
+::
+
+    >>> from datetime import date
+    >>> d = date.fromtimestamp(1617737400)
+
+توجه داشته باشید استفاده از این متد تنها محدود به سال‌های مابین ۱۹۷۰ تا ۲۰۳۸ می‌باشد. چرا که این متد از تابع localtime یا gmtime در زبان برنامه‌نویسی C استفاده می‌کند که از سال ۲۰۳۸ به بعد مقدار timestamp از نوع signed 32-bit integer در این زبان، Overflow خواهد داشت! [`ویکی‌پدیا: Year 2038 problem <https://en.wikipedia.org/wiki/Year_2038_problem>`__]
+
+
+|
+
+**۵- با استفاده از کلاس متد** ``fromisocalendar`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.date.fromisocalendar>`__] از کلاس ``datetime.date`` (البته از نسخه 3.8 پایتون به بعد)، در تعریف این متد سه پارامتر از نوع ``int`` قرار داده شده است که از سمت چپ به ترتیب معرف سال، شماره هفته در سال و شماره روز از هفته مورد نظر می‌باشند. در واقع این متد معادل ISO calendar [`ویکی‌پدیا <https://en.wikipedia.org/wiki/ISO_week_date>`__] یک تاریخ مشخص را دریافت و یک شی معادل از کلاس ``datetime.date`` را برمی‌گرداند. در این استاندارد، یک سال تقریبا شامل ۵۲ هفته می‌باشد که روزهای هر هفته نیز از روز دوشنبه (Monday) با شماره یک محاسبه می‌گردد (دوشنبه:۱، سه‌شنبه:۲، ... یکشنبه:۷)::
+
+     fromisocalendar(year, week, day)
+
+::
+
+
+    >>> import datetime
+    >>> d = datetime.date.fromisocalendar(2021, 14, 3) # Wednesday, April 7, 2021
+
+::
+
+    >>> from datetime import date
+    >>> d = date.fromisocalendar(2021, 14, 3) # Wednesday, April 7, 2021
+
+
+
+.. _python-comparing-date-objects: 
+
+مقایسه دو شی ``date``
+----------------------------
+دو شی ``datetime.date`` پایتون قابلیت مقایسه با یکدیگر را دارند. همچنین می‌توان با استفاده از یک شی ``datetime.timedelta`` مقدار یک شی ``date`` را به جلو یا عقب هدایت کرد:
+
+ 
+::
+
+    >>> from datetime import date, timedelta
+
+    >>> today = date(2021, 4, 9)
+
+    >>> yesterday = today - timedelta(days=1)
+    >>> yesterday
+    datetime.date(2021, 4, 8)
+
+    >>> today > yesterday
+    True
+    >>> today == today
+    True
+    >>> today < yesterday
+    False
+    >>> today == yesterday + timedelta(days=1)
+    True
+
+    >>> today - yesterday
+    datetime.timedelta(days=1)
+
+توجه داشته باشید حاصل تفاضل دو شی تاریخ پایتون یک شی از نوع ``datetime.timedelta`` خواهد بود!
+
+
+.. _python-date-methods: 
+
+متدهای شی ``date``
+----------------------------
+
+برخی از Instance methodهای یک شی ``datetime.date`` پایتون به شرح زیر هستند:
+
+
+* **متد** ``toordinal`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.date.toordinal>`__]: معادل proleptic Gregorian ordinal از مقدار تاریخ شی را برمی‌گرداند::
+
+    >>> from datetime import date
+
+    >>> today = date(2021, 4, 9)
+    >>> today.toordinal()
+    737889
+
+
+
+* **متد** ``isoformat`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.date.isoformat>`__]: معادل مقدار تاریخ شی را در قالب استاندارد ISO 8601 برمی‌گرداند::
+
+    >>> from datetime import date
+
+    >>> today = date(2021, 4, 9)
+    >>> today.isoformat()
+    '2021-04-09'
+
+
+* **متد** ``isocalendar`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.date.isocalendar>`__]: معادل ISO calendar از مقدار تاریخ شی را برمی‌گرداند::
+
+    >>> from datetime import date
+
+    >>> today = date(2021, 4, 9) # Friday, April 9, 2021
+    >>> today.isocalendar()
+    (2021, 14, 5)
+
+  از پایتون نسخه 3.9 نوع خروجی این متد به صورت زیر تغییر کرده است::
+
+
+    >>> today.isocalendar()
+    datetime.IsoCalendarDate(year=2021, week=14, weekday=5)
+
+
+
+* **متد** ``weekday`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.date.isocalendar>`__]: شماره روز از هفته جاری را برمی‌گرداند. دوشنبه:صفر، سه‌شنبه:۱ ... یک‌شنبه:۶::
+
+    >>> from datetime import date
+
+    >>> today = date(2021, 4, 9) # Friday, April 9, 2021
+    >>> today.weekday()
+    4
+
+
+
+* **متد** ``isoweekday`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.date.isoweekday>`__]: شماره روز از هفته جاری را بر اساس استاندارد ISO calendar برمی‌گرداند. دوشنبه:۱، سه‌شنبه:۲ ... یک‌شنبه:۷::
+
+    >>> from datetime import date
+
+    >>> today = date(2021, 4, 9) # Friday, April 9, 2021
+    >>> today.isoweekday()
+    5
+
+
+
+
+* **متد** ``replace`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.date.replace>`__]: با استفاده از این متد می‌توان یک شی ``date`` جدید همانند شی جاری ایجاد کرد ولی با کمی تغییرات::
+
+    replace(year, month, day)
+
+  ::
+
+    >>> from datetime import date
+
+    >>> today = date(2021, 4, 9)
+
+    >>> another_day = today.replace(day=22)
+    >>> another_day
+    datetime.date(2021, 4, 22)
+
+
+
+* **متد** ``today`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.date.today>`__]: جدا از اینکه شی موجود حاوی چه تاریخی است، یک شی تاریخ جدید بر اساس تاریخ روز جاری - با توجه به تنظیمات سیستم‌ - برمی‌گرداند::
+
+    >>> from datetime import date
+
+    >>> d = date(2021, 4, 9)
+    >>> d.today()
+    datetime.date(2021, 4, 10)
+
+
+* **متد** ``(format)strftime`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.date.strftime>`__]: این متد بسیار پرکاربرد است و عملکرد آن به این صورت می‌باشد که یک قالب (format) را دریافت و معادل ``str`` از شی مورد نظر را بر اساس ساختار آن قالب برمی‌گردادند. ساختار قالب در اینجا با آنچه توسط استاندارد ISO 8601 مطرح شده است کمی متفاوت می‌باشد که در انتهای این درس مورد بررسی قرار خواهد گرفت.
+
+
+
+
+
+کلاس ``datetime.time``
+~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+این کلاس [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#time-objects>`__] نمایش ایجاد یک شی ساعت در لحظه‌ای مشخص از شبانه‌روز در زبان برنامه‌نویسی پایتون می‌باشد. در واقع کاربرد این شی، نگهداری از اطلاعات مربوط به یک ساعت مشخص خواهد بود (همچون: ساعت، دقیقه، ثانیه و...). در ادامه این بخش به بررسی چگونگی ایجاد این نوع شی و اجزای آن خواهیم پرداخت.
+
+
+.. _python-create-time-objects: 
+
+ایجاد شی ``time``
+------------------
+
+به دو شیوه زیر می‌توان یک شی از نوع ``datetime.time`` ایجاد کرد:
+
+::
+
+     >>> import datetime
+
+     >>> t = datetime.time(hour=10, minute=4, second=30)
+     >>> t = datetime.time.fromisoformat('10:04:30')  # Python 3.7
+
+     >>> t
+     datetime.time(10, 4, 30)
+     >>> type(t)
+     <class 'datetime.time'>
+
+     >>> t.hour
+     10
+     >>> t.minute
+     4
+     >>> t.second
+     30
+     >>> t.microsecond
+     0
+     >>> print(t.tzinfo)
+     None
+     >>> t.fold
+     0
+
+
+
+**۱- با استفاده از نمونه‌سازی**::
+
+    time(hour=0, minute=0, second=0, microsecond=0, tzinfo=None, *, fold=0)
+
+::
+
+
+    >>> import datetime
+    >>> t = datetime.time(22, 4, 30)
+
+
+
+همانطور که از تعریف این کلاس مشخص است، برای نمونه‌سازی از کلاس ``datetime.time`` می‌توان  شش Instance attribute آن را مقداردهی نماییم. این شش attribute که همگی اختیاری و دارای مقدار پیش‌فرض هستند عبارتند از:
+
+* ``hour``: از نوع ``int`` می‌باشد و مقداری برابر با ساعت مورد نظر خواهد داشت. این مقدار می‌بایست  عددی از بین اعداد ``0`` تا ``24`` باشد : range(24)
+
+* ``minute``: از نوع ``int`` می‌باشد و مقداری برابر با دقیقه مورد نظر خواهد داشت که می‌بایست عددی از بین اعداد ``0`` تا ``60`` باشد : range(60)
+
+* ``second``: از نوع ``int`` می‌باشد و مقداری برابر با ثانیه مورد نظر خواهد داشت که می‌بایست عددی از بین اعداد ``0`` تا ``60`` باشد : range(60)
+
+* ``microsecond``: از نوع ``int`` می‌باشد و مقداری برابر با میکروثانیه مورد نظر خواهد داشت که می‌بایست عددی از بین اعداد ``0`` تا ``1000000`` باشد : range(1000000) - هر میکروثانیه برابر با 0.000001 ثانیه می‌باشد.
+
+* ``tzinfo``: معرف منطقه زمانی (Time zone) است که مقدار پیش‌فرض آن ``None`` می‌باشد و می‌تواند یک شی از  زیرکلاس‌های (subclass) کلاس ``tzinfo`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.tzinfo>`__] را بپذیرد.
+
+* ``fold``: از نسخه 3.6 پایتون به بعد اضافه شده است و تنها با استفاده از شیوه **نام=مقدار** قابل مقداردهی می‌باشد. این پارامتر در واقع یک نشانگر برای ابهام‌زدایی در بیان ساعت می‌باشد. برای مثال از کاربرد این پارامتر وضعیت «ساعت تابستانی» [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Daylight_saving_time>`__] را تصور کنید. ساعت رسمی ایران هر سال در ساعت ۲۴ روز اول فروردین ماه یک ساعت به جلو کشیده می‌شود و در ساعت ۲۴ روز سی‌ام شهریور ماه به حالت قبلی برگردانده می‌شود، اکنون در روز سی‌ام شهریور ماه ساعت ۲۳ تا ۲۴ دوبار تکرار می‌شود، در این مواقع می‌توان از این پارامتر برای مشخص کردن وضعیت ساعت استفاده کرد. به این صورت که مقدار ``0`` بیانگر وضعیت قبل از تغییر و ``1`` بیانگر وضعیت پس از تغییر می‌تواند باشد.
+
+  باید توجه داشت که مقدار این شش attribute پس از نمونه‌سازی قابل تغییر نخواهد بود و به اصطلاح read-only هستند::
+
+    >>> t.hour = 14
+    Traceback (most recent call last):
+      File "<stdin>", line 1, in <module>
+    AttributeError: attribute 'hour' of 'datetime.time' objects is not writable
+
+
+|
+
+**۲- با استفاده از کلاس متد** ``(time_string)fromisoformat`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.time.fromisoformat>`__] از کلاس ``datetime.time`` (البته از نسخه 3.7 پایتون به بعد)، در تعریف این متد یک پارامتر از نوع ``str`` قرار داده شده است که در واقع این متد یک ساعت را براساس قالب کلی استاندارد ISO 8601 [`ویکی‌پدیا <https://en.wikipedia.org/wiki/ISO_8601>`__] دریافت و یک شی معادل از کلاس ``datetime.time`` را برمی‌گرداند. این قالب معمولا برابر ``hh:mm:ss`` می‌باشد که از سمت چپ معرف دو رقم ساعت، دونقطه (colon)، دو رقم دقیقه، دونقطه (colon) و دو رقم ثانیه می‌باشد؛ همانند: ``04:23:01`` - قالب‌های قابل پذیرش به صورت زیر خواهند بود::
+
+    >>> import datetime
+    
+::
+
+    >>> t = datetime.time.fromisoformat('04') # 'HH'
+    >>> t
+    datetime.time(4, 0)
+
+::
+
+    >>> t = datetime.time.fromisoformat('04:23') # 'HH:MM'
+    >>> t
+    datetime.time(4, 23)
+
+::
+
+
+    >>> t = datetime.time.fromisoformat('04:23:01') # 'HH:MM:SS'
+    >>> t
+    datetime.time(4, 23, 1)
+    
+::
+
+    >>> t = datetime.time.fromisoformat('04:23:01.000384') # 'HH:MM:SS.ffffff'
+    >>> t
+    datetime.time(4, 23, 1, 384)
+
+::
+
+    >>> t = datetime.time.fromisoformat('04:23:01+04:30') # 'HH:MM:SS+HH:MM'
+    >>> t
+    datetime.time(4, 23, 1, tzinfo=datetime.timezone(datetime.timedelta(seconds=16200)))
+
+::
+
+    >>> t = datetime.time.fromisoformat('04:23:01.000384+04:30') # 'HH:MM:SS.ffffff+HH:MM'
+    >>> t
+    datetime.time(4, 23, 1, 384, tzinfo=datetime.timezone(datetime.timedelta(seconds=16200)))
+
+::
+
+    >>> t = datetime.time.fromisoformat('04+04:30') # 'HH+HH:MM'
+    >>> t
+    datetime.time(4, 0, tzinfo=datetime.timezone(datetime.timedelta(seconds=16200)))
+
+
+.. _python-comparing-time-objects: 
+
+مقایسه دو شی ``time``
+----------------------------
+
+دو شی ``datetime.time`` پایتون قابلیت مقایسه با یکدیگر را دارند اگر هر دو naive یا هر دو aware باشند:
+
+
+::
+
+    >>> from datetime import time
+
+    >>> t_22 = time(22, 0, 0)
+    >>> t_20 = time(20, 0, 0)
+
+    >>> t_22 > t_20
+    True
+    >>> t_22 == t_22
+    True
+    >>> t_22 < t_20
+    False
+
+به مثالی دیگر توجه نمایید (دو شی aware)::
+
+    >>> from datetime import timedelta, timezone, time
+
+    >>> tz_et = timezone(timedelta(hours=-5), 'Eastern Time Zone')
+    >>> tz_ir = timezone(timedelta(hours=4, minutes=30), 'Asia/Tehran')
+
+    >>> t_et = time(12, 0, 0, tzinfo=tz_et)
+    >>> t_ir = time(12, 0, 0, tzinfo=tz_ir)
+
+    >>> t_et == t_ir
+    False
+    >>> t_et > t_ir
+    True
+    >>> t_et < t_ir
+    False
+
+    >>> t_ir_new = time(21, 30, 0, tzinfo=tz_ir)
+
+    >>> t_et == t_ir_new
+    True
+
+
+در کد بالا درست است که هر دو شی ``t_et`` و ``t_ir`` حاوی ساعت دوازده می‌باشند ولی باید به این نکته توجه داشت، در حالی ``t_et`` ساعت دوازده را نمایش می‌دهد که نسبت به منطقه زمانی مبنا (UTC) پنج ساعت عقب‌تر است؛ در واقع نه ساعت و سی دقیقه بعد، ``t_ir`` به زمانی خواهد رسید که ``t_et`` اکنون آن را نمایش می‌دهد!
+
+همچنین توجه داشته باشید که نمی‌توان از عملگرهایی همچون ``-`` یا ``+`` برای اشیای ``datetime.time`` استفاده کرد.
+
+
+.. _python-time-methods:
+
+متدهای شی ``time``
+----------------------------
+
+برخی از Instance methodهای یک شی ``datetime.time`` پایتون به شرح زیر هستند:
+
+
+
+* **متد** ``replace`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.time.replace>`__]: با استفاده از این متد می‌توان یک شی ``time`` جدید همانند شی جاری ایجاد کرد ولی با کمی تغییرات::
+
+    replace(hour, minute, second, microsecond, tzinfo, *, fold)
+
+  ::
+
+    >>> from datetime import time
+
+    >>> t_22 = time(hour=22, minute=22, second=22)
+
+    >>> t_20 = t_22.replace(hour=20, minute=20)
+    >>> t_20
+    datetime.time(20, 20, 22)
+
+  به مثالی دیگر توجه نمایید::
+
+      >>> from datetime import timedelta, timezone, time
+
+      >>> tz = timezone(timedelta(hours=-5), 'Eastern Time Zone')
+      >>> t = time(hour=22, minute=22, second=22, tzinfo=tz)
+      >>> t
+      datetime.time(22, 22, 22, tzinfo=datetime.timezone(datetime.timedelta(days=-1, seconds=68400), 'Eastern Time Zone'))
+
+
+      >>> tz_teh = timezone(timedelta(hours=4, minutes=30), 'Asia/Tehran')
+      >>> t.replace(tzinfo=tz_teh)
+      datetime.time(22, 22, 22, tzinfo=datetime.timezone(datetime.timedelta(seconds=16200), 'Asia/Tehran'))
+
+  باید توجه داشت که با تغییر منطقه زمانی یک شی ``datetime.time``، اطلاعات مربوط به ساعت، در آن تغییری نخواهند داشت. چرا که وظیفه این متد تنها جایگزینی مقادیر می‌باشد و با جایگزینی منطقه زمانی، تغییری در زمان ثبت شده ایجاد نمی‌گردد. 
+
+
+* **متد** ``isoformat`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.time.isoformat>`__]: معادل مقدار ساعت شی را در قالب استاندارد ISO 8601 برمی‌گرداند::
+
+    
+    isoformat(timespec='auto')
+
+  این متد یک پارامتر اختیاری دارد که می‌تواند یکی از مقادیر ``milliseconds`` ``minutes`` ``hours`` ``auto`` ``microseconds`` را دریافت کند. مقدار این پارامتر قالب خروجی را مشخص می‌کند:
+
+  ::
+
+    >>> from datetime import time
+
+    >>> t = time(hour=22, minute=4, second=30, microsecond=300)
+
+    >>> t.isoformat()
+    '22:04:30.000300'
+
+    >>> t.isoformat('auto')
+    '22:04:30.000300'
+
+    >>> t.isoformat('hours')
+    '22'
+
+    >>> t.isoformat('minutes')
+    '22:04'
+
+    >>> t.isoformat('milliseconds')
+    '22:04:30.000'
+
+    >>> t.isoformat('microseconds')
+    '22:04:30.000300'
+
+* **متد** ``utcoffset`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.time.utcoffset>`__]: اگر پارامتر ``tzinfo`` برابر ``None`` باشد، مقدار ``None`` و در غیر این صورت مقدار زیر را برمی‌گرداند::
+
+        self.tzinfo.utcoffset(None)
+
+* **متد** ``tzname`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.time.tzname>`__]: اگر پارامتر ``tzinfo`` برابر ``None`` باشد، مقدار ``None`` و در غیر این صورت مقدار زیر را برمی‌گرداند::
+
+     self.tzinfo.tzname(None)
+
+::
+
+    >>> from datetime import timedelta, timezone, time
+
+    >>> tz = timezone(timedelta(hours=4, minutes=30), 'Asia/Tehran')
+    >>> t = time(hour=22, minute=4, second=30, tzinfo=tz)
+
+    >>> t.utcoffset()
+    datetime.timedelta(seconds=16200)
+
+    >>> t.tzname()
+    'Asia/Tehran'
+
+
+* **متد** ``(format)strftime`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.time.strftime>`__]: این متد بسیار پرکاربرد است و عملکرد آن به این صورت می‌باشد که یک قالب (format) را دریافت و معادل ``str`` از شی مورد نظر را بر اساس ساختار آن قالب برمی‌گردادند. ساختار قالب در اینجا با آنچه توسط استاندارد ISO 8601 مطرح شده است کمی متفاوت می‌باشد که در انتهای این درس مورد بررسی قرار خواهد گرفت.
+
+
+.. _python-time-naive-aware:
+
+naive / aware
+----------------------------
+
+یک شی ``datetime.time`` (به عنوان مثال متغیر:‌ ``t``) از نوع aware خواهد بود اگر دو شرط زیر برای آن درست باشد:
+
+
+* مقدار پارامتر ``t.zinfo`` مخالف ``None`` باشد.
+* حاصل ``t.tzinfo.utcoffset(None)`` مخالف ``None`` باشد.
+
+
+
+
+کلاس ``datetime.datetime``
+~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+اشیای این کلاس پرکاربردترین و رایج‌ترین نوع از ماژول datetime هستند چرا که به طور هم زمان نسبت به ساعت (Time) و تاریخ (Date) آگاهی دارند [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime-objects>`__]. اساس محاسبه تاریخ در این کلاس نیز همانند ``datetime.date`` بر اساس گاه‌شماری میلادی (Gregorian calendar) و اساس محاسبه ساعت نیز همانند کلاس ``datetime.time`` به ازای هر شبانه‌روز دقیقا برابر ``24*3600`` ثانیه می‌باشد.
+
+
+.. _python-create-datetime-objects:
+
+ایجاد شی ``datetime``
+---------------------------
+
+به یازده شیوه زیر می‌توان یک شی از نوع ``datetime.datetime`` ایجاد کرد که بنابر شرایط می‌توانید از آن‌ها بهره بگیرید:
+
+
+
+**۱- با استفاده از نمونه‌سازی**:
+
+الگوی ایجاد شی از این کلاس به صورت زیر است که پارامترهای موجود آن دقیقا برابر پارامترهای دو کلاس ``datetime.date`` و ``datetime.time`` می‌باشند::
+
+        datetime(year, 
+                 month, 
+                 day, 
+                 hour=0, 
+                 minute=0, 
+                 second=0, 
+                 microsecond=0, 
+                 tzinfo=None, *, fold=0)
+
+
+یک نمونه استفاده::
+
+
+    >>> import datetime
+    >>> dt = datetime.datetime(year=2021, month=4, day=7, hour=23, minute=18)
+    >>> dt
+    datetime.datetime(2021, 4, 7, 23, 18)
+
+تنها پارامترهای مربوط به تاریخ اجباری هستند و تمامی پارامترهای مربوط به ساعت همگی دارای مقدار پیش‌فرض هستند::
+
+   >>> import datetime
+   >>> dt = datetime.datetime(year=2021, month=4, day=7)
+   >>> dt
+   datetime.datetime(2021, 4, 7, 0, 0)
+
+|
+
+**۲- با استفاده از کلاس متد** ``today`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.today>`__]، این متد زمان لحظه جاری سیستم را بدون امکان ثبت منطقه زمانی (``tzinfo=None``) در قالب یک شی از کلاس ``datetime.datetime`` برمی‌گرداند::
+
+
+    >>> import datetime
+
+    >>> datetime.datetime.today()
+    datetime.datetime(2021, 4, 13, 21, 2, 0, 485083)
+
+|
+
+**۳- با استفاده از کلاس متد** ``(tz=None)now`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.now>`__]، عملکرد این متد نیز همانند ``today`` می‌باشد با این تفاوت که می‌توان یک شی منطقه زمانی نیز به صورت آرگومان به آن ارسال و ثبت نمود::
+
+
+    >>> import datetime
+
+    >>> datetime.datetime.now()
+    datetime.datetime(2021, 4, 13, 21, 2, 0, 485083)
+
+::
+
+    >>> import datetime
+ 
+    >>> tz = datetime.timezone(datetime.timedelta(hours=4, minutes=30))
+    >>> datetime.datetime.now(tz)
+    datetime.datetime(2021, 4, 13, 21, 2, 0, 485083, tzinfo=datetime.timezone(datetime.timedelta(seconds=16200)))
+
+
+توجه داشته باشید ارسال شی منطقه زمانی (``tz``) در نمونه کد بالا باعث تغییر در زمان نشد. علت این امر نیز مربوط به منطقه زمانی سیستمی است که برنامه بر روی آن اجرا می‌شود، در این سیستم منطقه زمانی بر روی ``04:30+UTC`` (وقت ساعت تابستانی، تهران) تنظیم بوده که کاملا برابر با مقدار ``tz`` ارسال شده می‌باشد.
+
+
+|
+
+**۴- با استفاده از کلاس متد** ``utcnow`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.utcnow>`__]، خروجی این متد همانند خروجی ``datetime.now(timezone.utc)`` می‌باشد. یعنی زمان لحظه جاری سیستم را بر اساس منطقه زمانی UTC برمی‌گرداند ولی با این تفاوت که مقدار پارامتر ``tzinfo`` آن برابر ``None`` خواهد بود::
+
+
+    >>> import datetime
+
+    >>> datetime.datetime.now()
+    datetime.datetime(2021, 4, 13, 21, 15, 33, 635410)
+
+    >>> datetime.datetime.now(datetime.timezone.utc)
+    datetime.datetime(2021, 4, 13, 16, 45, 33, 635410, tzinfo=datetime.timezone.utc)
+
+::
+
+    >>> import datetime
+
+    >>> datetime.datetime.utcnow()
+    datetime.datetime(2021, 4, 13, 16, 45, 33, 635410)
+
+
+
+|
+
+**۵- با استفاده از کلاس متد** ``fromtimestamp`` [`اسناد پایتون <hhttps://docs.python.org/3/library/datetime.html#datetime.datetime.fromtimestamp>`__]، در تعریف این متد یک پارامتر اختیاری (tz) از نوع ``tzinfo`` و یک پارامتر اجباری (timestamp) از نوع ``int`` قرار داده شده است. این متد معادل POSIX timestamp [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Unix_time>`__] یک تاریخ مشخص را دریافت و یک شی معادل از کلاس ``datetime.datetime`` را برمی‌گرداند. این مقدار برابر شمارش تعداد ثانیه‌ها به منطقه زمانی UTC از ساعت ۰۰:۰۰:۰۰ یکم ژانویه سال ۱۹۷۰ میلادی تا تاریخ مورد نظر می‌باشد. ::
+
+
+      fromtimestamp(timestamp, tz=None)
+
+
+::
+
+
+    >>> import datetime
+    >>> datetime.datetime.fromtimestamp(1617737400)
+    datetime.datetime(2021, 4, 7, 0, 0)
+
+::
+
+    >>> import datetime
+    >>> datetime.datetime.fromtimestamp(1617737400, datetime.timezone.utc)
+    datetime.datetime(2021, 4, 6, 19, 30, tzinfo=datetime.timezone.utc)
+
+توجه داشته باشید استفاده از این متد تنها محدود به سال‌های مابین ۱۹۷۰ تا ۲۰۳۸ می‌باشد. چرا که این متد از تابع localtime یا gmtime در زبان برنامه‌نویسی C استفاده می‌کند که از سال ۲۰۳۸ به بعد مقدار timestamp از نوع signed 32-bit integer در این زبان، Overflow خواهد داشت! [`ویکی‌پدیا: Year 2038 problem <https://en.wikipedia.org/wiki/Year_2038_problem>`__]
+
+
+
+
+|
+
+**۶- با استفاده از کلاس متد** ``(timestamp)utcfromtimestamp`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.utcfromtimestamp>`__]، خروجی این متد نیز همانند خروجی کلاس متد زیر بوده و معادل POSIX timestamp یک تاریخ مشخص را دریافت و یک شی معادل از کلاس ``datetime.datetime`` را بر مبنای منطقه زمانی UTC برمی‌گرداند. ولی با این تفاوت که مقدار پارامتر ``tzinfo`` آن برابر ``None`` خواهد بود::
+
+
+      fromtimestamp(timestamp, datetime.timezone.utc)
+
+::
+
+
+    >>> import datetime
+    >>> datetime.datetime.utcfromtimestamp(1617737400)
+    datetime.datetime(2021, 4, 6, 19, 30)
+
+توجه داشته باشید استفاده از این متد تنها محدود به سال‌های مابین ۱۹۷۰ تا ۲۰۳۸ می‌باشد. چرا که این متد از تابع localtime یا gmtime در زبان برنامه‌نویسی C استفاده می‌کند که از سال ۲۰۳۸ به بعد مقدار timestamp از نوع signed 32-bit integer در این زبان، Overflow خواهد داشت! [`ویکی‌پدیا: Year 2038 problem <https://en.wikipedia.org/wiki/Year_2038_problem>`__]
+
+
+|
+
+**۷- با استفاده از کلاس متد** ``(ordinal)fromordinal`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.fromordinal>`__]، در تعریف این متد یک پارامتر از نوع ``int`` قرار داده شده است که در واقع این متد معادل یک proleptic Gregorian ordinal [`ویکی‌پدیا <https://en.wikipedia.org/wiki/Proleptic_Gregorian_calendar>`__] یک تاریخ مشخص را دریافت و یک شی معادل از کلاس ``datetime.datetime`` را برمی‌گرداند. این مقدار برابر شمارش تعداد روزها از تاریخ یکم ژانویه سال یک میلادی تا تاریخ مورد نظر می‌باشد. باید توجه داشت مقادیر مربوط به ساعت همانند minute ،hour یا ``tzinfo`` شی ایجاد شده برابر ``None`` خواهد بود::
+
+
+    >>> import datetime
+    >>> datetime.datetime.fromordinal(737887)
+    datetime.datetime(2021, 4, 7, 0, 0)
+
+
+|
+
+**۸- با استفاده از کلاس متد** ``fromisocalendar`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.fromisocalendar>`__] (البته از نسخه 3.8 پایتون به بعد)، در تعریف این متد سه پارامتر از نوع ``int`` قرار داده شده است که از سمت چپ به ترتیب معرف سال، شماره هفته در سال و شماره روز از هفته مورد نظر می‌باشند. در واقع این متد معادل ISO calendar [`ویکی‌پدیا <https://en.wikipedia.org/wiki/ISO_week_date>`__] یک تاریخ مشخص را دریافت و یک شی معادل از کلاس ``datetime.datetime`` را برمی‌گرداند. در این استاندارد، یک سال تقریبا شامل ۵۲ هفته می‌باشد که روزهای هر هفته نیز از روز دوشنبه (Monday) با شماره یک محاسبه می‌گردد (دوشنبه:۱، سه‌شنبه:۲، ... یکشنبه:۷). باید توجه داشت مقادیر مربوط به ساعت همانند minute ،hour یا ``tzinfo`` شی ایجاد شده برابر ``None`` خواهد بود::
+
+
+      fromisocalendar(year, week, day)
+
+::
+
+    >>> import datetime
+    >>> datetime.datetime.fromisocalendar(2021, 14, 3) # Wednesday, April 7, 2021
+    datetime.datetime(2021, 4, 7, 0, 0)
+
+
+|
+
+**۹- با استفاده از کلاس متد** ``combine(date, time, tzinfo)`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.combine>`__]، در تعریف این متد سه پارامتر قرار داده شده است که از سمت چپ به ترتیب از نوع ``datetime.time`` ،``datetime.date`` و ``datetime.tzinfo`` می‌باشند. در واقع این متد یک شی ``datetime.date`` و ``datetime.time`` جداگانه را دریافت و با یکدیگر ترکیب و یک شی ``datetime.datetime`` تولید می‌کند. پارامتر ``tzinfo`` اختیاری بوده و از نسخه 3.6 پایتون به این متد اضافه گردیده است که در صورت ارسال آرگومان متناظر به آن، این مقدار به عنوان منطقه زمانی شی خروجی در نظر گرفته خواهد شد؛ در غیر این صورت از منطقه زمانی شی ``datetime.time`` استفاده خواهد شد::
+
+    >>> import datetime
+
+    >>> d = datetime.date(2021, 4, 7)
+    >>> t = datetime.time(hour=22, minute=4, second=30, tzinfo=datetime.timezone.utc)
+
+    >>> datetime.datetime.combine(d, t)
+    datetime.datetime(2021, 4, 7, 22, 4, 30, tzinfo=datetime.timezone.utc)
+
+|
+
+**۱۰- با استفاده از کلاس متد** ``fromisoformat(date_string)`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.fromisoformat>`__] (البته از نسخه 3.7 پایتون به بعد)، در تعریف این متد یک پارامتر از نوع ``str`` قرار داده شده است و این متد یک زمان مشخص را بر اساس قالب استاندارد ISO 8601 [`ویکی‌پدیا <https://en.wikipedia.org/wiki/ISO_8601>`__] دریافت و یک شی معادل از کلاس ``datetime.datetime`` را برمی‌گرداند::
+
+    YYYY-MM-DD[*HH[:MM[:SS[.fff[fff]]]][+HH:MM[:SS[.ffffff]]]]
+
+الگوی بالا حالت‌های قابل پذیرش از قالب استاندارد ISO 8601 را برای این متد نمایش می‌دهد که در این الگو به جای ``*`` هر کاراکتری می‌تواند قرار بگیرد و بخش‌های داخل براکت (``[]``) اختیاری هستند. به چند نمونه کد زیر نیز توجه نمایید: 
+
+::
+
+    >>> from datetime import datetime
+
+    >>> datetime.fromisoformat('2011-11-04T00:05:23') # YYYY-MM-DDTHH:MM:SS
+    datetime.datetime(2011, 11, 4, 0, 5, 23)
+
+    >>> datetime.fromisoformat('2011-11-04 00:05:23') # YYYY-MM-DD HH:MM:SS
+    datetime.datetime(2011, 11, 4, 0, 5, 23)
+
+    >>> datetime.fromisoformat('2011-11-04 00:05:23.283+00:00') # YYYY-MM-DD HH:MM:SS.fff+HH:MM
+    datetime.datetime(2011, 11, 4, 0, 5, 23, 283000, tzinfo=datetime.timezone.utc)
+
+    >>> datetime.fromisoformat('2011-11-04 00:05:23.283+04:30') # YYYY-MM-DD HH:MM:SS.fff+HH:MM
+    datetime.datetime(2011, 11, 4, 0, 5, 23, 283000, tzinfo=datetime.timezone(datetime.timedelta(seconds=16200)))
+
+
+
+|
+
+**۱۱- با استفاده از کلاس متد** ``strptime`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.strptime>`__]، تعریف این متد به صورت زیر می‌باشد::
+
+    datetime.strptime(date_string, format)
+
+این متد بسیار پرکاربرد بوده و عملکرد آن به این صورت می‌باشد که یک زمان مشخص را از نوع ``str`` به همراه قالب آن زمان دریافت و یک شی از کلاس ``datetime.datetime`` برمی‌گرداند. ساختار قالب در اینجا با آنچه توسط استاندارد ISO 8601 مطرح شده است کمی متفاوت می‌باشد که در انتهای این درس مورد بررسی قرار خواهد گرفت.
+
+
+.. _python-comparing-datetime-objects:
+
+مقایسه دو شی ``datetime``
+----------------------------
+دو شی ``datetime.datetime`` پایتون قابلیت مقایسه با یکدیگر را دارند اگر هر دو naive یا هر دو aware باشند. همچنین می‌توان با استفاده از یک شی ``datetime.timedelta`` مقدار یک شی ``datetime`` را به جلو یا عقب هدایت کرد:
+
+ 
+::
+
+    >>> from datetime import datetime, timedelta
+
+    >>> today = datetime(2021, 4, 15, 8, 20)
+
+    >>> yesterday = today - timedelta(days=1)
+    >>> yesterday
+    datetime.datetime(2021, 4, 14, 8, 20)
+
+    >>> today == today
+    True
+    >>> today > yesterday
+    True
+    >>> today < yesterday
+    False
+    >>> today == yesterday + timedelta(days=1)
+    True
+
+    >>> today - yesterday
+    datetime.timedelta(days=1)
+
+توجه داشته باشید حاصل تفاضل دو شی ``datetime`` پایتون یک شی از نوع ``datetime.timedelta`` خواهد بود!
+
+به مثالی دیگر توجه نمایید::
+
+    >>> from datetime import timedelta, timezone, datetime
+
+    >>> tz_et = timezone(timedelta(hours=-5), 'Eastern Time Zone')
+    >>> tz_ir = timezone(timedelta(hours=4, minutes=30), 'Asia/Tehran')
+
+    >>> dt_et = datetime(2021, 4, 15, 12, 0, 0, tzinfo=tz_et)
+    >>> dt_ir = datetime(2021, 4, 15, 12, 0, 0, tzinfo=tz_ir)
+
+    >>> dt_et == dt_ir
+    False
+    >>> dt_et > dt_ir
+    True
+    >>> dt_et < dt_ir
+    False
+
+    >>> dt_ir_new = datetime(2021, 4, 15, 21, 30, 0, tzinfo=tz_ir)
+
+    >>> dt_et == dt_ir_new
+    True
+
+
+در کد بالا درست است که هر دو شی ``t_et`` و ``t_ir`` حاوی یک تاریخ و یک ساعت (``12:00:00 15-04-2021``) می‌باشند ولی باید به این نکته توجه داشت، در حالی ``t_et`` ساعت دوازده را نمایش می‌دهد که نسبت به منطقه زمانی مبنا (UTC) پنج ساعت عقب‌تر است؛ در واقع نه ساعت و سی دقیقه بعد، ``t_ir`` به زمانی خواهد رسید که ``t_et`` اکنون آن را نمایش می‌دهد!
+
+
+.. _python-datetime-methods:
+
+متدهای شی ``datetime``
+----------------------------
+
+برخی از Instance methodهای یک شی ``datetime.datetime`` پایتون به شرح زیر هستند:
+
+
+* **متد** ``date`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.date>`__]: بخش تاریخ از شی مورد نظر را در قالب یک شی ``datetime.date`` برمی‌گرداند::
+
+    >>> import datetime
+    >>> dt = datetime.datetime(2021, 4, 15, 12, 0, 0, tzinfo=datetime.timezone.utc)
+    >>> dt.date()
+    datetime.date(2021, 4, 15)
+
+
+* **متد** ``time`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.time>`__]: بخش ساعت از شی مورد نظر را در قالب یک شی ``datetime.time``، بدون مقدار ``tzinfo`` برمی‌گرداند::
+
+    >>> import datetime
+    >>> dt = datetime.datetime(2021, 4, 15, 12, 0, 0, tzinfo=datetime.timezone.utc)
+    >>> dt.time()
+    datetime.time(12, 0)
+
+    >>> print(dt.time().tzinfo)
+    None
+
+
+* **متد** ``timetz`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.timetz>`__]: بخش ساعت از شی مورد نظر را در قالب یک شی ``datetime.time``، به همراه مقدار ``tzinfo`` برمی‌گرداند::
+
+    >>> import datetime
+    >>> dt = datetime.datetime(2021, 4, 15, 12, 0, 0, tzinfo=datetime.timezone.utc)
+    >>> dt.timetz()
+    datetime.time(12, 0, tzinfo=datetime.timezone.utc)
+
+    >>> print(dt.timetz().tzinfo)
+    UTC
+
+
+
+* **متد** ``astimezone(tz=None)`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.astimezone>`__]: با استفاده از این متد می‌توان منطقه زمانی شی مورد نظر را تغییر و به صورت یک شی جدید ``datetime.datetime`` دریافت کرد::
+
+    >>> import datetime
+    >>> dt = datetime.datetime(2021, 4, 15, 12, 0, 0, tzinfo=datetime.timezone.utc)
+    >>> dt
+    datetime.datetime(2021, 4, 15, 12, 0, tzinfo=datetime.timezone.utc)
+
+    >>> tz_ir = datetime.timezone(timedelta(hours=4, minutes=30), 'Asia/Tehran')
+    >>> dt.astimezone(tz_ir)
+    datetime.datetime(2021, 4, 15, 16, 30, tzinfo=datetime.timezone(datetime.timedelta(seconds=16200), 'Asia/Tehran'))
+
+
+* **متد** ``utcoffset`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.utcoffset>`__]: اگر پارامتر ``tzinfo`` برابر ``None`` باشد، مقدار ``None`` و در غیر این صورت مقدار ``self.tzinfo.utcoffset(self)`` را برمی‌گرداند.
+
+* **متد** ``tzname`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.tzname>`__]: اگر پارامتر ``tzinfo`` برابر ``None`` باشد، مقدار ``None`` و در غیر این صورت مقدار ``self.tzinfo.tzname(self)`` را برمی‌گرداند.
+
+::
+
+    >>> from datetime import timedelta, timezone, datetime
+
+    >>> tz = timezone(timedelta(hours=4, minutes=30), 'Asia/Tehran')
+    >>> dt = datetime(year=2021, month=4, day=15, hour=12, minute=0, tzinfo=tz)
+
+    >>> dt.utcoffset()
+    datetime.timedelta(seconds=16200)
+
+    >>> dt.tzname()
+    'Asia/Tehran'
+
+
+
+* **متد** ``timestamp`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.timestamp>`__]: معادل POSIX timestamp از زمان شی مورد نظر را در قالب یک شی ``float`` برمی‌گرداند::
+
+    >>> import datetime
+
+    >>> today = datetime.datetime(2021, 4, 15, 12, 0)
+    >>> today.timestamp()
+    1618471800.0
+
+  توجه داشته باشید استفاده از این متد تنها محدود به سال‌های مابین ۱۹۷۰ تا ۲۰۳۸ می‌باشد. چرا که این متد از تابع localtime یا gmtime در زبان برنامه‌نویسی C استفاده می‌کند که از سال ۲۰۳۸ به بعد مقدار timestamp از نوع signed 32-bit integer در این زبان، Overflow خواهد داشت! [`ویکی‌پدیا: Year 2038 problem <https://en.wikipedia.org/wiki/Year_2038_problem>`__]
+
+
+* **متد** ``toordinal`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.toordinal>`__]: معادل proleptic Gregorian ordinal از شی مورد نظر را برمی‌گرداند::
+
+    >>> import datetime
+
+    >>> today = datetime.datetime(2021, 4, 15, 12, 0)
+    >>> today.toordinal()
+    737895
+
+
+
+* **متد** ``weekday`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.isocalendar>`__]: شماره روز از هفته جاری را برمی‌گرداند. دوشنبه:صفر، سه‌شنبه:۱ ... یک‌شنبه:۶::
+
+    >>> import datetime
+
+    >>> today = datetime.datetime(2021, 4, 15, 12, 0) # Thursday, April 15, 2021
+    >>> today.weekday()
+    3
+
+
+
+* **متد** ``isoweekday`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.isoweekday>`__]: شماره روز از هفته جاری را بر اساس استاندارد ISO calendar برمی‌گرداند. دوشنبه:۱، سه‌شنبه:۲ ... یک‌شنبه:۷::
+
+    >>> import datetime
+
+    >>> today = datetime.datetime(2021, 4, 15, 12, 0) # Thursday, April 15, 2021
+    >>> today.isoweekday()
+    4
+
+
+* **متد** ``isocalendar`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.isocalendar>`__]: معادل ISO calendar از مقدار تاریخ شی مورد نظر را برمی‌گرداند::
+
+    >>> import datetime
+
+    >>> today = datetime.datetime(2021, 4, 15, 12, 0) # Thursday, April 15, 2021
+    >>> today.isocalendar()
+    (2021, 15, 4)
+
+
+
+  از پایتون نسخه 3.9 نوع خروجی این متد به صورت زیر تغییر کرده است::
+
+
+    >>> today.isocalendar()
+    datetime.IsoCalendarDate(year=2021, week=14, weekday=5)
+
+
+* **متد** ``isoformat`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.isoformat>`__]: معادل مقدار زمان ثبت شده در شی مورد نظر را در قالب استاندارد ISO 8601 برمی‌گرداند::
+
+    >>> import datetime
+
+    >>> today = datetime.datetime(2021, 4, 15, 12, 0)
+    >>> today.isoformat()
+    '2021-04-15T12:00:00'
+
+  ::
+
+      >>> today = datetime.datetime(2021, 4, 15, 12, 0, tzinfo=datetime.timezone.utc)
+      >>> today.isoformat()
+      '2021-04-15T12:00:00+00:00'
+
+
+
+* **متد** ``replace`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.replace>`__]: با استفاده از این متد می‌توان یک شی ``datetime.datetime`` جدید همانند شی جاری ایجاد کرد ولی با کمی تغییرات::
+
+     replace(year, 
+                 month, 
+                 day, 
+                 hour=0, 
+                 minute=0, 
+                 second=0, 
+                 microsecond=0, 
+                 tzinfo=None, *, fold=0)
+
+  ::
+
+    >>> import datetime
+    >>> today = datetime.datetime(2021, 4, 15, 12, 0)
+
+    >>> another_day = today.replace(day=22)
+    >>> another_day
+    datetime.datetime(2021, 4, 22, 12, 0)
+
+
+  به مثالی دیگر توجه نمایید::
+
+      >>> from datetime import timedelta, timezone, datetime
+
+      >>> tz = timezone(timedelta(hours=-5), 'Eastern Time Zone')
+      >>> dt = datetime(2021, 4, 15, 12, 0, tzinfo=tz)
+      >>> dt
+      datetime.datetime(2021, 4, 15, 12, 0, tzinfo=datetime.timezone(datetime.timedelta(days=-1, seconds=68400), 'Eastern Time Zone'))
+
+
+      >>> tz_teh = timezone(timedelta(hours=4, minutes=30), 'Asia/Tehran')
+      >>> dt.replace(tzinfo=tz_teh)
+      datetime.datetime(2021, 4, 15, 12, 0, tzinfo=datetime.timezone(datetime.timedelta(seconds=16200), 'Asia/Tehran'))
+
+
+  توجه داشته باشید که وظیفه این متد تنها جایگزینی مقادیر می‌باشد و با جایگزینی منطقه زمانی، تغییری در زمان ثبت شده ایجاد نمی‌گردد. 
+
+
+
+* **متد** ``(format)strftime`` [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#datetime.datetime.strftime>`__]: این متد بسیار پرکاربرد است و عملکرد آن به این صورت می‌باشد که یک قالب (format) را دریافت و معادل ``str`` از شی مورد نظر را بر اساس ساختار آن قالب برمی‌گردادند. ساختار قالب در اینجا با آنچه توسط استاندارد ISO 8601 مطرح شده است کمی متفاوت می‌باشد که در انتهای این درس مورد بررسی قرار خواهد گرفت.
+
+
+
+.. _python-datetime-naive-aware:
+
+naive / aware
+----------------------------
+
+یک شی ``datetime.datetime`` (به عنوان مثال متغیر:‌ ``dt``) از نوع aware خواهد بود اگر دو شرط زیر برای آن درست باشد:
+
+
+* مقدار پارامتر ``dt.zinfo`` مخالف ``None`` باشد.
+* حاصل ``dt.tzinfo.utcoffset(dt)`` مخالف ``None`` باشد.
+
+
+
+متدهای ``strftime`` و ``strptime``
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+
+پیش‌تر کمی با این دو متد پرکاربرد آشنا شده‌ایم، ولی به صورت خلاصه می‌توان این دو متد را اینگونه تعریف نمود:
+
+
+
+**متد** ``strftime(format)``: یک Instance method بوده و از جانب هر سه نوع شی ``date`` ،``time`` و ``datetime`` پشتیبانی و قابل استفاده می‌باشد. این متد می‌تواند زمان شی مورد نظر را به یک قالب (format) مشخص از شی رشته ``str`` تبدیل نماید. str format time
+
+
+**متد** ``strptime(date_string, format)``: یک Class method بوده و تنها از جانب کلاس ``datetime`` پشتیبانی و قابل استفاده می‌باشد. این متد می‌تواند زمان درج شده در یک قالب (format) مشخص از شی رشته ``str`` را تجزیه (Parse) و به یک شی ``datetime.datetime`` تبدیل نماید. str parse time
+
+در تعریف این متدها، منظور از format یک رشته متنی است که بر اساس کدهای خاصی تشکیل شده است و همینطور date_string نیز یک رشته متنی حاوی زمان در قالب ارايه شده توسط format می‌باشد. به نمونه کد زیر توجه نمایید::
+
+
+    >>> import datetime
+    >>> today = datetime.datetime(2021, 4, 15, 12, 0, 0)
+    >>> today.strftime('%Y-%m-%d %H:%M:%S')
+    '2021-04-15 12:00:00'
+
+::
+
+    >>> import datetime
+    >>> datetime.datetime.strptime('2021-04-15 12:00:00', '%Y-%m-%d %H:%M:%S')
+    datetime.datetime(2021, 4, 15, 12, 0)
+
+
+برای مشاهده فهرست کدهای قابل استفاده و مفهوم آن‌ها در format می‌توانید به [`اسناد پایتون <https://docs.python.org/3/library/datetime.html#strftime-and-strptime-format-codes>`__] مراجعه نمایید ولی برخی از موارد پر استفاده به شرح زیر می‌باشند:
+
+
+* ``Y%``: نمایش سال به همراه قرن (چهار رقمی)
+
+* ``y%``: نمایش سال بدون قرن (دو رقمی)
+
+* ``m%``: نمایش شماره ماه به صورت دورقمی: 01 ... 12
+
+* ``b%``: نمایش نام ماه به صورت اختصار: Jan ... Dec
+
+* ``B%``: نمایش نام ماه به صورت کامل: January ... December
+
+* ``d%``: نمایش شماره روز از ماه به صورت دو رقمی: 01 ... 31
+
+* ``a%``: نمایش نام روز هفته به صورت اختصار: Sat ... Fri
+
+* ``A%``: نمایش نام روز هفته به صورت کامل: Saturday ... Friday
+
+* ``H%``: نمایش ساعت (در سیستم شمارش تا 24) به صورت دو رقمی: 00 ... 23
+
+* ``I%``: نمایش ساعت (در سیستم شمارش تا 12) به صورت دو رقمی: 00 ... 12
+
+* ``p%``: نمایش AM یا PM
+
+* ``M%``: نمایش دقیقه به صورت دو رقمی: 00 ... 59
+
+* ``S%``: نمایش ثانیه به صورت دو رقمی: 00 ... 59
+
+* ``Z%``: نمایش نام منطقه زمانی : UTC ،GMT، ....
+
+* ``%%``: نمایش یک کاراکتر ``%``
+
+
+::
+
+    >>> import datetime
+    >>> today = datetime.datetime(2021, 4, 15, 12, 0, 0)
+    >>> today.strftime('%b %d %Y %H:%M:%S')
+    'Apr 15 2021 12:00:00'
+
+
+::
+
+    >>> import datetime
+    >>> datetime.datetime.strptime('Apr 15 2021 12:00:00', '%b %d %Y %H:%M:%S')
+    datetime.datetime(2021, 4, 15, 12, 0)
+
+
+
+|
+
+----
+
+:emoji-size:`😊` امیدوارم مفید بوده باشه
+
+
+
diff --git a/source/preface.rst b/source/preface.rst
index 1096436..859768b 100644
--- a/source/preface.rst
+++ b/source/preface.rst
@@ -1,36 +1,62 @@
-پیش‌گفتار
-==========
-
-آنچه در این کتاب گرد آمده، حاصل یادگیری‌های شخصی از منابع مختلف و در دسترس مرتبط با آموزش پایتون است؛ یک یادداشت شخصی ولی منسجم. با این حال نمی‌توان این کتاب را ترجمه یا برداشت از یک یا چند منبع مشخص دانست. چرا که هر موضوعی پیش از نوشتن، پیش‌نیازهای آن برآورد و کاملا با مستندات اصلی زبان پایتون هماهنگ شده است. این رویه درنهایت منجر به ایجاد طرحی جدا از منابع متداول آموزشی شده است، به گونه‌ای که می‌توان این کتاب را یک نسخه ساده شده و روان از مستندات پایتون همراه با پیش‌نیازهای آن به زبان پارسی در نظر گرفت!
-
-همانند پایتون، تمرکز این کتاب نیز بر سادگی گذاشته شده  و تلاش گشته تا هر زمان که نیاز به دانستن موضوعی عمومی یا جدا از زبان پایتون بوده، آن موضوع نیز بیان شود. به همین دلیل، مطالعه این کتاب برای افرادی که پیش‌تر تجربه برنامه‌نویسی نداشته‌اند نیز کاملا مناسب خواهد بود. تمامی دروس سطح‌بندی شده‌اند و تا سطح متوسط برنامه‌نویسی با زبان پایتون را پوشش می‌دهند. سطوح در نظر گرفته شده در این کتاب عبارتند از: پایه (دروس یکم تا پنجم)، مقدماتی (دروس ششم تا یازدهم) و متوسط (دروس دوازدهم تا بیست و پنجم).
-
-دروس کتاب بروز خواهند ماند ولی هیچ تصمیمی برای ادامه دروس کتاب با هدف گذر از سطح متوسط وجود ندارد. چرا که عبور از این سطح به میزان تجربه افراد در برنامه‌نویسی و همینطور حوزه تخصصی آن‌ها باز می‌گردد و اینکه انتظار می‌رود یک برنامه‌نویس به تدریج قدرت اتکا به منابع دست اول و مستندات فنی را به دست آورد.
-
-کامل‌ترین منبع برای استفاده از یک زبان برنامه‌نویسی، مستندات اصلی آن است که با کمی تسلط به زبان انگلیسی می‌توان از آن‌ها بهره‌مند شد. مشکل اینجاست که حجم این مستندات زیاد بوده و ممکن است همراه با واژگان تخصصی باشند که برای کاربران جدید کمی نامفهوم خواهند بود. هدف اصلی این کتاب در کنار آموزش زبان برنامه‌نویسی پایتون، نزدیک کردن کاربران به مستندات اصلی آن است. تلاش شده در کنار ارايه توضیحات روان و کافی در هر بخش، لینک به صفحه مستندات اصلی پایتون نیز ارائه شود، مفاهیم و کلمات کلیدی با زبان اصلی (انگلیسی) ذکر شوند تا امکان جستجوی بیشتر در اینترنت نیز برای خوانندگان فراهم باشد. همچنین سعی شده هیچ نکته و مفهومی بدون ذکر نمونه کد و مثال بیان نشود به این امید که پس از پایان هر بخش، جای ابهامی برای خوانندگان باقی نمانده باشد.
-
-|
-
-این کتاب متن‌باز و آزاد است که سورس آن به منظور امکان مشارکت عمومی در توسعه و همچنین بهره‌برداری‌های آزاد متناسب با مجوز انتشار آن، بر روی `گیت‌هاب <https://github.com/saeiddrv/PythonPersianTutorial>`__ قرار داده شده است. 
-
-----
-
-از جامعه پایتون و همه افرادی که در ایجاد این کتاب من را تشویق کردند، سپاسگزاری می‌کنم. به ویژه از وبلاگ کدرز و دوست عزیزم سجاد شکری که همواره در این مسیر، برای من الهام بخش و راهنما بوده است.
-
-|
-
-`سعید درویش <https://wiki.python.org/moin/SaeidDarvish>`__ 
-
-
-
-----
-
-زیربنا:
-
-* `Python <https://www.python.org>`_ 
-* `Sphinx <http://www.sphinx-doc.org>`_ 
-* `Minoo Theme <https://github.com/saeiddrv/SphinxMinooTheme>`_ 
-* `Vazir Font <https://rastikerdar.github.io/vazir-font>`_ 
-* `GitHub <https://github.com>`_ 
-* `Read the Docs <https://readthedocs.org>`_ 
-
+پیش‌گفتار
+==========
+
+.. figure:: /_static/python-in-persian-book-cover.png
+    :align: center
+    :scale: 60 %
+    :alt: Python in Persian's Cover
+    
+
+آنچه در این کتاب گرد آمده، حاصل یادگیری‌های شخصی از منابع مختلف و در دسترس مرتبط با آموزش پایتون است؛ یک یادداشت شخصی ولی منسجم. با این حال نمی‌توان این کتاب را ترجمه یا برداشت از یک یا چند منبع مشخص دانست. چرا که هر موضوعی پیش از نوشتن، پیش‌نیازهای آن برآورد و کاملا با مستندات اصلی زبان پایتون هماهنگ شده است. این رویه درنهایت منجر به ایجاد طرحی جدا از منابع متداول آموزشی شده است، به گونه‌ای که می‌توان این کتاب را یک نسخه ساده شده و روان از مستندات پایتون همراه با پیش‌نیازهای آن به زبان پارسی در نظر گرفت!
+
+همانند پایتون، تمرکز این کتاب نیز بر سادگی گذاشته شده  و تلاش گشته تا هر زمان که نیاز به دانستن موضوعی عمومی یا جدا از زبان پایتون بوده، آن موضوع نیز بیان شود. به همین دلیل، مطالعه این کتاب برای افرادی که پیش‌تر تجربه برنامه‌نویسی نداشته‌اند نیز کاملا مناسب خواهد بود. تمامی دروس سطح‌بندی شده‌اند و تا سطح متوسط برنامه‌نویسی با زبان پایتون را پوشش می‌دهند. سطوح در نظر گرفته شده در این کتاب عبارتند از: پایه (دروس یکم تا پنجم)، مقدماتی (دروس ششم تا یازدهم) و متوسط (دروس دوازدهم تا بیست و پنجم).
+
+مفاهیم پوشش داده شده در این کتاب عبارتند از:
+
+* معرفی
+* راهنمای نصب
+* چگونگی ایجاد یک پروژه
+* محیط تعاملی
+* انواع داده و ساختمان‌های داده
+* دستورهای کنترلی
+* کار با فایل‌ها
+* کتابخانه استاندارد
+* تابع
+* Decorator‌, Generator and Lambda
+* Regular expressions
+* Object-oriented programming
+* Descriptors and Context Manager
+* Type hinting and Data class
+* Exception and Exception handling
+* Warning and Assertion
+* Date and Time
+
+کامل‌ترین منبع برای استفاده از یک زبان برنامه‌نویسی، مستندات اصلی آن است که با کمی تسلط به زبان انگلیسی می‌توان از آن‌ها بهره‌مند شد. مشکل اینجاست که حجم این مستندات زیاد بوده و ممکن است همراه با واژگان تخصصی باشند که برای کاربران جدید کمی نامفهوم خواهند بود. هدف اصلی این کتاب در کنار آموزش زبان برنامه‌نویسی پایتون، نزدیک کردن کاربران به مستندات اصلی آن است. تلاش شده در کنار ارايه توضیحات روان و کافی در هر بخش، لینک به صفحه مستندات اصلی پایتون نیز ارائه شود، مفاهیم و کلمات کلیدی با زبان اصلی (انگلیسی) ذکر شوند تا امکان جستجوی بیشتر در اینترنت نیز برای خوانندگان فراهم باشد. همچنین سعی شده هیچ نکته و مفهومی بدون ذکر نمونه کد و مثال بیان نشود به این امید که پس از پایان هر بخش، جای ابهامی برای خوانندگان باقی نمانده باشد.
+
+|
+
+این کتاب متن‌باز و آزاد است که سورس آن به منظور امکان مشارکت عمومی در توسعه و همچنین بهره‌برداری‌های آزاد متناسب با مجوز انتشار آن، بر روی `گیت‌هاب <https://github.com/saeiddrv/PythonPersianTutorial>`__ قرار داده شده است. 
+
+----
+
+از جامعه پایتون و همه افرادی که در ایجاد این کتاب من را تشویق کردند، سپاسگزاری می‌کنم. به ویژه از وبلاگ کدرز و دوست عزیزم سجاد شکری که همواره در این مسیر، برای من الهام بخش و راهنما بوده است.
+
+|
+
+`سعید درویش <https://wiki.python.org/moin/SaeidDarvish>`__   (`saeiddrv.com <https://saeiddrv.com>`__)
+
+
+
+
+
+----
+
+زیربنا:
+
+* `Python <https://www.python.org>`_ 
+* `Sphinx <https://www.sphinx-doc.org>`_ 
+* `Minoo Theme <https://github.com/saeiddrv/SphinxMinooTheme>`_ 
+* `Vazir Font <https://rastikerdar.github.io/vazirmatn/>`_ 
+* `GitHub <https://github.com>`_ 
+* `Read the Docs <https://readthedocs.org>`_ 
+
diff --git a/source/python-interactive.rst b/source/python-interactive.rst
index db289b7..e1b4b19 100644
--- a/source/python-interactive.rst
+++ b/source/python-interactive.rst
@@ -1,15 +1,15 @@
-
-.. meta::
-   :description: کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون به فارسی
-   :keywords: پایتون, آموزش, آموزش برنامه نویسی, آموزش پایتون, برنامه نویسی, کتاب آموزش, آموزش فارسی, کتاب آزاد
-
-محیط تعاملی پایتون
-==================
-
-در این بخش می‌توانید به تمرین پایتون بپردازید.
-
-
-.. raw:: html
-
-    <iframe style="width: 100%; height: 400px; border: none;" name="embedded_python_anywhere" src="https://console.python.org/python-dot-org-console/"></iframe>
-
+
+.. meta::
+   :description: کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون به فارسی
+   :keywords: پایتون, آموزش, آموزش برنامه نویسی, آموزش پایتون, برنامه نویسی, کتاب آموزش, آموزش فارسی, کتاب آزاد
+
+محیط تعاملی پایتون
+==================
+
+در این بخش می‌توانید به تمرین پایتون بپردازید.
+
+
+.. raw:: html
+
+    <iframe style="width: 100%; height: 400px; border: none;" name="embedded_python_anywhere" src="https://console.python.org/python-dot-org-console/"></iframe>
+
diff --git a/source/python-resources.rst b/source/python-resources.rst
index 44bfb95..08641d6 100644
--- a/source/python-resources.rst
+++ b/source/python-resources.rst
@@ -1,61 +1,61 @@
-
-.. meta::
-   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - معرفی منابع آموزشی زبان برنامه‌نویسی پایتون
-   :keywords: پایتون, آموزش, آموزش برنامه نویسی, آموزش پایتون, برنامه نویسی, کتاب آموزش, آموزش فارسی, کتاب آزاد
-
-
-.. _python-resources: 
-
-
-بهترین منابع آموزش پایتون
-========================================================
-
-در این بخش منابع خوب و رایگان آموزش زبان‌برنامه‌نویسی پایتون معرفی می‌گردد که مطالعه آن‌ها در کنار یا ادامه این کتاب می‌تواند مفید باشد.
-
-----
-
-|
-
-.. _python-main: 
-
-آموزش جامع
-------------------
-
-The Python Tutorial
-~~~~~~~~~~~~~~~~~~~~~~~
-
-.. image:: /_static/logo/python-logo.png
-    :align: center
-    :width: 300
-    :alt: بهترین منابع آموزش زبان برنامه‌نویسی پایتون
-
-`The Python Tutorial <https://docs.python.org/tutorial>`__: آموزش رسمی زبان برنامه‌نویسی پایتون
-
-
-Real Python
-~~~~~~~~~~~~~~~
-
-
-.. image:: /_static/logo/real-python-logo.svg
-    :align: center
-    :width: 300
-    :alt: بهترین منابع آموزش زبان برنامه‌نویسی پایتون
-
-`Real Python <https://realpython.com>`__: منبعی قابل اعتماد و بروز پیرامون مباحث زبان برنامه‌نویسی پایتون که شامل مطالبی از تمام سطوح (ابتدایی تا پیشرفته) زبان برنامه‌نویسی پایتون است. 
-
-
-.. _python-persian-resources: 
-
-متن‌باز فارسی
-------------------
-
-.. note::
-    در صورت تمایل به ایجاد پیوند در این صفحه و معرفی به خوانندگان، لطفا توضیحات پروژه متن‌باز مرتبط با آموزش زبان برنامه‌نویسی پایتون خود را به نشانی [python@coderz.ir] ایمیل نمایید. سپاس فراوان.
-
-
-.. _python-persian-pep8: 
-
-شیوه‌نامه نگارش پایتون (PEP 8 فارسی)
-~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
-* `نشانی <https://pep8.ir/>`__
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - معرفی منابع آموزشی زبان برنامه‌نویسی پایتون
+   :keywords: پایتون, آموزش, آموزش برنامه نویسی, آموزش پایتون, برنامه نویسی, کتاب آموزش, آموزش فارسی, کتاب آزاد
+
+
+.. _python-resources: 
+
+
+بهترین منابع آموزش پایتون
+========================================================
+
+در این بخش منابع خوب و رایگان آموزش زبان‌برنامه‌نویسی پایتون معرفی می‌گردد که مطالعه آن‌ها در کنار یا ادامه این کتاب می‌تواند مفید باشد.
+
+----
+
+|
+
+.. _python-main: 
+
+آموزش جامع
+------------------
+
+The Python Tutorial
+~~~~~~~~~~~~~~~~~~~~~~~
+
+.. image:: /_static/logo/python-logo.png
+    :align: center
+    :width: 300
+    :alt: بهترین منابع آموزش زبان برنامه‌نویسی پایتون
+
+`The Python Tutorial <https://docs.python.org/tutorial>`__: آموزش رسمی زبان برنامه‌نویسی پایتون
+
+
+Real Python
+~~~~~~~~~~~~~~~
+
+
+.. image:: /_static/logo/real-python-logo.svg
+    :align: center
+    :width: 300
+    :alt: بهترین منابع آموزش زبان برنامه‌نویسی پایتون
+
+`Real Python <https://realpython.com>`__: منبعی قابل اعتماد و بروز پیرامون مباحث زبان برنامه‌نویسی پایتون که شامل مطالبی از تمام سطوح (ابتدایی تا پیشرفته) زبان برنامه‌نویسی پایتون است. 
+
+
+.. _python-persian-resources: 
+
+متن‌باز فارسی
+------------------
+
+.. note::
+    در صورت تمایل به ایجاد پیوند در این صفحه و معرفی به خوانندگان، لطفا توضیحات پروژه متن‌باز مرتبط با آموزش زبان برنامه‌نویسی پایتون خود را به نشانی [inbox@saeiddrv.com] ایمیل نمایید. سپاس فراوان.
+
+
+.. _python-persian-pep8: 
+
+شیوه‌نامه نگارش پایتون (PEP 8 فارسی)
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
+* `نشانی <https://pep8.ir/>`__
 * `گیت‌هاب <https://github.com/hanifbirgani/pep8ir>`__
\ No newline at end of file
diff --git a/source/support-report.rst b/source/support-report.rst
index a82c245..00a4cf0 100644
--- a/source/support-report.rst
+++ b/source/support-report.rst
@@ -1,629 +1,629 @@
-.. role:: emoji-size
-
-
-.. meta::
-   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - گزارش حمایت‌های مالی
-   :keywords: پایتون, آموزش, آموزش برنامه نویسی, آموزش پایتون, برنامه نویسی, کتاب آموزش, آموزش فارسی, کتاب آزاد, پایتون نسخه 
-
-.. _support-report: 
-
-گزارش حمایت‌های مالی
-=========================
-
-**مبالغ مهم نیستند، از اقدام و پیام تشویق شما دوستان بسیار سپاسگزارم.**
-
-(*اطلاعات این صفحه به صورت آنی بروز نمی‌شود!*)
-
-**از ابتدا (1394): 2,749,222 تومان** [آخرین بروزرسانی:‌ 01-02-1402]
-
-----
-
-
-|
-
-|
-
-|
-
-
-
-
-
-
-
-|
-
-**سال 1400: 628,000 تومان**
-
-|
-
-
-
-
-.. raw:: html
-
-    <p id="2cb5d55" >82: <strong style="color:#5C6BC0">20,000 تومان</strong> در زمان 19:31 24-12-1400<br><q>بابت کتاب آزاد پایتون</q></p>
-
-----
-
-
-.. raw:: html
-
-    <p id="2022131" >81: <strong style="color:#5C6BC0">15,000 تومان</strong> در زمان 17:06 15-12-1400<br><q>اموزش پایتون</q></p>
-
-----
-
-
-.. raw:: html
-
-    <p id="6cb7e5e" >80: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 23:06 01-12-1400<br><q>سلام ناقابل اما از صمیم قلب</q></p>
-
-----
-
-
-.. raw:: html
-
-    <p id="83e18df" >79: <strong style="color:#5C6BC0">2,000 تومان</strong> در زمان 08:36 14-11-1400<br><q>سلام، شرمنده‌ام انشالله بزودی پیشتر کمک کنم. سپاس برای لطفتان💚</q></p>
-
-----
-
-.. raw:: html
-
-    <p id="4b63108" >78: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 04:50 07-11-1400<br><q>تازه شروع کردم. همین که رایگان وقت میزاری دمت گرم.</q></p>
-
-----
-
-.. raw:: html
-
-    <p id="d75948b" >77: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 15:50 04-11-1400<br><q>دمت گرم</q></p>
-
-----
-
-.. raw:: html
-
-    <p id="62eefe5" >76: <strong style="color:#5C6BC0">20,000 تومان</strong> در زمان 19:28 23-10-1400<br><q>عالی توضیح دادی</q></p>
-
-----
-
-.. raw:: html
-
-    <p id="8d1a964" >75: <strong style="color:#5C6BC0">70,000 تومان</strong> در زمان 13:52 02-10-1400<br><q>دو سه روزه دارم استفاده می‌کنم. دمتون گرم</q></p>
-
-----
-
-.. raw:: html
-
-    <p id="dca054a" >74: <strong style="color:#5C6BC0">20,000 تومان</strong> در زمان 12:57 15-09-1400<br><q>آرزوی توفیق</q></p>
-
-----
-
-
-.. raw:: html
-
-    <p id="9ea9e38" >73: <strong style="color:#5C6BC0">1,000 تومان</strong> در زمان 23:27 22-07-1400<br><q>للل</q></p>
-
-----
-
-.. raw:: html
-
-    <p id="fb51a74" >72: <strong style="color:#5C6BC0">50,000 تومان</strong> در زمان 11:44 21-07-1400<br><q>شاکری</q></p>
-
-----
-
-.. raw:: html
-
-    <p id="d5ce87" >71: <strong style="color:#5C6BC0">20,000 تومان</strong> در زمان 18:48 11-07-1400<br><q>tnx_dude</q></p>
-
-----
-
-.. raw:: html
-
-    <p id="c833ad" >70: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 13:28 10-07-1400<br><q>حمایت</q></p>
-
-----
-
-.. raw:: html
-
-    <p id="c0060a" >69: <strong style="color:#5C6BC0">50,000 تومان</strong> در زمان 06:45 06-07-1400<br><q>بخاطر توضیح بسیار شفاف و مفاهیم</q></p>
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-    <p id="3fe510" >68: <strong style="color:#5C6BC0">20,000 تومان</strong> در زمان 13:33 29-05-1400<br><q>تشکر</q></p>
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-.. raw:: html
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-    <p id="913dd2" >67: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 02:00 28-05-1400<br><q>دانشجو هم وسعم همینقدر هست</q></p>
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-.. raw:: html
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-    <p id="54d992" >66: <strong style="color:#5C6BC0">40,000 تومان</strong> در زمان 09:18 12-05-1400<br><q>H</q></p>
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-.. raw:: html
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-    <p id="432820" >65: <strong style="color:#5C6BC0">30,000 تومان</strong> در زمان 10:28 04-05-1400<br><q>پایتون</q></p>
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-    <p id="b57547" >64: <strong style="color:#5C6BC0">50,000 تومان</strong> در زمان 01:11 04-05-1400<br><q>عالیست</q></p>
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-    <p id="372ad6" >63: <strong style="color:#5C6BC0">20,000 تومان</strong> در زمان 11:13 30-04-1400<br><q>این آموزش عالی و بینظیر هست</q></p>
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-.. raw:: html
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-    <p id="e6b54c" >62: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 18:44 19-04-1400<br><q>حمایت از اموزش درست</q></p>
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-    <p id="0d8f36" >61: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 11:27 14-04-1400<br><q>amini</q></p>
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-.. raw:: html
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-    <p id="872052" >60: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 17:17 10-04-1400<br><q>ممنون بابت کتاب</q></p>
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-.. raw:: html
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-    <p id="501c11" >59: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 21:54 22-03-1400<br><q>aaa</q></p>
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-.. raw:: html
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-    <p id="d8383e" >59: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 20:00 07-03-1400<br><q>واقعا سایت خوبی داری . دمت گرم</q></p>
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-.. raw:: html
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-    <p id="aac01b" >58: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 01:08 13-02-1400<br><q>ممنون بابت زحماتتون</q></p>
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-    <p id="aa2710" >57: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 01:25 12-02-1400<br><q>آنکه می بخشد بی منت آزاد است</q></p>
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-    <p id="af0bc8" >56: <strong style="color:#5C6BC0">20,000 تومان</strong> در زمان 11:49 03-02-1400<br><q>با تشکر از زحمات شما امیدوارم هر چه زودتر مطالب دیگری قرار بدهید.</q></p>
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-.. raw:: html
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-    <p id="1db1a0" >55: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 11:48 03-02-1400<br><q>مبلغ کمیه اما ب مرور باز پرداخت میکنم❤</q></p>
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-.. raw:: html
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-    <p id="7904c5" >54: <strong style="color:#5C6BC0">50,000 تومان</strong> در زمان 20:34 12-01-1400<br><q>از زحمات شما ممنونم . خیلی ناقابل هست</q></p>
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-.. raw:: html
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-    <p id="8d97db" >53: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 11:44 12-01-1400<br><q>با تشکر از مطالب خیلی مفید بعضی نکات که به دنبالشون بودم را توی این کتاب پیدا کردم</q></p>
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-.. raw:: html
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-    <p id="779f30" >52: <strong style="color:#5C6BC0">20,000 تومان</strong> در زمان 21:12 11-01-1400<br><q>خیلی هم خوب</q></p>
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-|
-
-**سال 1399: 652,222 تومان**
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-.. raw:: html
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-    <p id="5076eb" >51: <strong style="color:#5C6BC0">200,000 تومان</strong> در زمان 13:53 24-12-1399<br><q>بسیار کتاب خوبی هست لطفا زودتر تمومش کنید</q></p>
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-.. raw:: html
-
-    <p id="cdb629" >50: <strong style="color:#5C6BC0">50,000 تومان</strong> در زمان 16:42 13-12-1399<br><q>ممنون که همیشه در حال بروز رسانی هستید، منم سعی میکنم تا بروز میکنید دونیت کنم!</q></p>
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-.. raw:: html
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-    <p id="e66635" >49: <strong style="color:#5C6BC0">150,000 تومان</strong> در زمان 13:30 04-12-1399<br><q>خیلی واضح و عالی مطالب را عنوان کردید واقعا ممنونم</q></p>
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-.. raw:: html
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-    <p id="17e37d" >48: <strong style="color:#5C6BC0">100,000 تومان</strong> در زمان 09:03 02-12-1399<br><q>عالی بود</q></p>
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-.. raw:: html
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-    <p id="cfb1db" >47: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 12:25 23-11-1399<br><q>ممنون بایت وقتی که گذاشتین</q></p>
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-.. raw:: html
-
-    <p id="a072ed" >46: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 21:20 13-10-1399<br><q>دوست دار عالم</q></p>
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-.. raw:: html
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-    <p id="13c6b4" >45: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 14:24 03-06-1399<br><q>با سپاس</q></p>
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-.. raw:: html
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-    <p id="0495ed" >44: <strong style="color:#5C6BC0">22,222 تومان</strong> در زمان 14:24 30-02-1399<br><q>لطفا یه راهی پیدا کنید برای گسترش سریعتر مطالب</q></p>
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-.. raw:: html
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-    <p id="44b1b5" >43: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 15:03 03-02-1399<br><q>دمتون گرم، در حد وسعم کمکی کرده باشم</q></p>
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-.. raw:: html
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-    <p id="44b1b5" >42: <strong style="color:#5C6BC0">100,000 تومان</strong> در زمان 18:54 21-01-1399<br><q>ممنون از زحمات شما</q></p>
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-.. raw:: html
-
-    <p id="a60dc1" >41: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 18:32 13-01-1399<br><q>سلام - ممنون از زحمات شما - لطفاً به تلاش خود ادامه دهید</q></p>
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-|
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-**سال 1398: 1,298,000 تومان**
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-.. raw:: html
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-    <p id="35875b" >40: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 15:01 20-12-1398<br><q>تشکر از شما بابت جمع آوری این مطالب</q></p>
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-.. raw:: html
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-    <p id="ac4cc0" >39: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 22:15 09-12-1398<br><q>ممنونم از زحمات شما ،خوشحال میشم بتونم تو پروژها تون شرکت کنم</q></p>
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-.. raw:: html
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-    <p id="6789bb" >38: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 01:50 08-12-1398<br><q>از زحمات ارزشمند شما ممنونم و آرزوی موفقییت براتون دارم</q></p>
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-.. raw:: html
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-    <p id="8b551b" >37: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 17:21 24-11-1398<br><q>دمت گرم</q></p>
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-.. raw:: html
-
-    <p id="0eeb60" >36: <strong style="color:#5C6BC0">2,000 تومان</strong> در زمان 04:58 22-10-1398<br><q>واقعا دمت گرم</q></p>
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-.. raw:: html
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-    <p id="738dba" >35: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 08:26 07-10-1398<br><q>احسنت</q></p>
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-.. raw:: html
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-    <p id="694e2f" >34: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 12:17 05-10-1398<br><q>Thanks</q></p>
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-.. raw:: html
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-    <p id="904a09" >33: <strong style="color:#5C6BC0">20,000 تومان</strong> در زمان 18:18 11-09-1398<br><q>خدا حفظت کنه</q></p>
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-.. raw:: html
-
-    <p id="385327" >32: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 12:40 22-08-1398<br><q>ممنون از اطلاعات مفید شما</q></p>
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-.. raw:: html
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-    <p id="d4f6e4" >31: <strong style="color:#5C6BC0">50,000 تومان</strong> در زمان 12:47 01-08-1398<br><q>ممنون از اموزش پایتون</q></p>
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-.. raw:: html
-
-    <p id="ed0031" >30: <strong style="color:#5C6BC0">1,000 تومان</strong> در زمان 14:51 29-07-1398<br><q>درود بر تو.</q></p>
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-
-.. raw:: html
-
-    <p id="3e89ee" >29: <strong style="color:#5C6BC0">20,000 تومان</strong> در زمان 11:41 03-06-1398<br><q>ممنون از زحمات شما</q></p>
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-.. raw:: html
-
-    <p id="d7409c" >28: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 13:10 02-06-1398<br><q>متشکرم که دانشتون رو در اختیار ما می زارید.</q></p>
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-.. raw:: html
-
-    <p id="67c60a" >27: <strong style="color:#5C6BC0">1,000,000 تومان</strong> در زمان 22:23 11-04-1398<br><q>Omidvaram tashvighi beshe vase sorato detaile bishtar!</q></p>
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-.. raw:: html
-
-    <p id="8d728" >26: <strong style="color:#5C6BC0">50,000 تومان</strong> در زمان 16:52 28-03-1398<br><q>وسع یه دانشجو همینقدره ببخشید. کاش تا جایی که میتونین وب سایتو رایگان نگه دارین...</q></p>
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-    <p id="efc8e" >25: <strong style="color:#5C6BC0">50,000 تومان</strong> در زمان 09:13 08-02-1398<br><q>با تشکر</q></p>
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-.. raw:: html
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-    <p id="fcf0a" >24: <strong style="color:#5C6BC0">50,000 تومان</strong> در زمان 22:44 26-01-1398<br><q>آقا برای آموزش پایتون خیلی زحمت کشیدی، مرسی.</q></p>
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-|
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-**سال 1397: 92,000 تومان**
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-.. raw:: html
-
-    <p id="8bbe2" >23: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 13:52 23-11-1397<br><q>از کتاب آموزش پایتون شما لذت بردم، درس اول و دوم رو خوندم. موفق و پیروز باشید.</q></p>
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-.. raw:: html
-
-    <p id="edbd0" >22: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 09:13 05-11-1397<br><q>ممنون از کار بسیار مفید شما</q></p>
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-.. raw:: html
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-    <p id="c6796" >21: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 15:25 01-11-1397<br><q>تشکر</q></p>
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-.. raw:: html
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-    <p id="5d771" >20: <strong style="color:#5C6BC0">2,000 تومان</strong> در زمان 20:36 20-10-1397<br><q>omid</q></p>
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-    <p id="3d87a" >19: <strong style="color:#5C6BC0">1,000 تومان</strong> در زمان 13:47 13-10-1397<br><q>با سلام خیلی خوشحال شدم از مطالب خوبت. امیدوارم ادامه بدی ممنونم مجید</q></p>
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-    <p id="1b28" >18: <strong style="color:#5C6BC0">1,000 تومان</strong> در زمان 09:35 28-07-1397<br><q>salam</q></p>
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-
-    <p id="7928" >17: <strong style="color:#5C6BC0">1,000 تومان</strong> در زمان 18:39 20-07-1397<br><q>خوب بود</q></p>
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-    <p id="Puf4" >16: <strong style="color:#5C6BC0">25,000 تومان</strong> در زمان 16:45 10-06-1397<br><q>با تشکر</q></p>
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-.. raw:: html
-
-    <p id="4dXT" >15: <strong style="color:#5C6BC0">2,000 تومان</strong> در زمان 12:45 24-05-1397<br><q>با تشکر از کتاب روان و جامع شما</q></p>
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-.. raw:: html
-
-    <p id="Vg6r" >14: <strong style="color:#5C6BC0">20,000 تومان</strong> در زمان 19:50 08-04-1397<br><q>.لطفا ادامه پایتون را هم تکمیل کنید</q></p>
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-.. raw:: html
-
-    <p id="N68a" >13: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 22:27 04-04-1397<br><q>Awesome work! continue it!</q></p>
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-.. raw:: html
-
-    <p id="O73x" >12: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 18:30 26-02-1397<br><q>تشکر از نوشته بسیار خوبتان</q></p>
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-**سال 1396: 61,000 تومان**
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-
-.. raw:: html
-
-    <p id="T3k4" >11: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 17:51 06-12-1396<br><q>هدیه :)</q></p>
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-.. raw:: html
-
-    <p id="Xijy" >10: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 21:23 10-09-1396<br><q>بهترین سایت پایتون هستید چقدر بدبختی کشیدم بدون شما. شرمنده فعلا کمه جبران میکنم بیشتر</q></p>
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-.. raw:: html
-
-    <p id="EMwM" >9: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 21:00 07-09-1396<br><q>👍</q></p>
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-.. raw:: html
-
-    <p id="0PUn" >8: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 08:39 06-08-1396<br><q>مرسی از آقا سعید عزیز برای این کار با ارزش. ارزش این کارتون هیچ جوره با قابل پرداخت نیست.</q></p>
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-.. raw:: html
-
-    <p id="ZzxB" >7: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 13:50 13-07-1396<br><q>لطفا ادامه بدید</q></p>
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-.. raw:: html
-
-    <p id="lZ2N" >6: <strong style="color:#5C6BC0">1,000 تومان</strong> در زمان 10:04 11-06-1396<br><q>ببخشید کمه ولی ایشالا بعد بیشتر</q></p>
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-.. raw:: html
-
-    <p id="8I1d" >5: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 22:44 16-04-1396<br><q>مبلغی ناچیز و ناقابل بابت زحماتی که درآموزش پایتون میکشید</q></p>
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-.. raw:: html
-
-    <p id="BOGC" >4: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 17:51 11-04-1396<br><q>بخاطر کارهای خوب در نگارش دقیق آموزش پای‌تُن</q></p>
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-
-|
-
-**سال 1395: 18,000 تومان**
-
-|
-
-
-----
-
-
-.. raw:: html
-
-    <p id="JfRE" >3: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 19:33 27-11-1395<br><q>کارتون عالیه، ادامه بدید.</q></p>
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-.. raw:: html
-
-
-    <p id="tztN" >2: <strong  style="color:#5C6BC0">5,000 تومان</strong> در زمان 20:51 15-11-1395<br><q>با تشکر از زحمات شما برای نشر علم .هر چند این مبالغ در برابر تلاش شما ناچیز است .</q></p>
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-.. raw:: html
-
-    <p id="O7QU" >1: <strong style="color:#5C6BC0">3,000 تومان</strong> در زمان 11:27 09-11-1395<br><q>دم شما گرم</q></p>
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-
-
-
-
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+.. role:: emoji-size
+
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - گزارش حمایت‌های مالی
+   :keywords: پایتون, آموزش, آموزش برنامه نویسی, آموزش پایتون, برنامه نویسی, کتاب آموزش, آموزش فارسی, کتاب آزاد, پایتون نسخه 
+
+.. _support-report: 
+
+گزارش حمایت‌های مالی
+=========================
+
+**مبالغ مهم نیستند، از اقدام و پیام تشویق شما دوستان بسیار سپاسگزارم.**
+
+(*اطلاعات این صفحه به صورت آنی بروز نمی‌شود!*)
+
+**از ابتدا (1394): 2,749,222 تومان** [آخرین بروزرسانی:‌ 01-02-1402]
+
+----
+
+
+|
+
+|
+
+|
+
+
+
+
+
+
+
+|
+
+**سال 1400: 628,000 تومان**
+
+|
+
+
+
+
+.. raw:: html
+
+    <p id="2cb5d55" >82: <strong style="color:#5C6BC0">20,000 تومان</strong> در زمان 19:31 24-12-1400<br><q>بابت کتاب آزاد پایتون</q></p>
+
+----
+
+
+.. raw:: html
+
+    <p id="2022131" >81: <strong style="color:#5C6BC0">15,000 تومان</strong> در زمان 17:06 15-12-1400<br><q>اموزش پایتون</q></p>
+
+----
+
+
+.. raw:: html
+
+    <p id="6cb7e5e" >80: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 23:06 01-12-1400<br><q>سلام ناقابل اما از صمیم قلب</q></p>
+
+----
+
+
+.. raw:: html
+
+    <p id="83e18df" >79: <strong style="color:#5C6BC0">2,000 تومان</strong> در زمان 08:36 14-11-1400<br><q>سلام، شرمنده‌ام انشالله بزودی پیشتر کمک کنم. سپاس برای لطفتان💚</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="4b63108" >78: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 04:50 07-11-1400<br><q>تازه شروع کردم. همین که رایگان وقت میزاری دمت گرم.</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="d75948b" >77: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 15:50 04-11-1400<br><q>دمت گرم</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="62eefe5" >76: <strong style="color:#5C6BC0">20,000 تومان</strong> در زمان 19:28 23-10-1400<br><q>عالی توضیح دادی</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="8d1a964" >75: <strong style="color:#5C6BC0">70,000 تومان</strong> در زمان 13:52 02-10-1400<br><q>دو سه روزه دارم استفاده می‌کنم. دمتون گرم</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="dca054a" >74: <strong style="color:#5C6BC0">20,000 تومان</strong> در زمان 12:57 15-09-1400<br><q>آرزوی توفیق</q></p>
+
+----
+
+
+.. raw:: html
+
+    <p id="9ea9e38" >73: <strong style="color:#5C6BC0">1,000 تومان</strong> در زمان 23:27 22-07-1400<br><q>للل</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="fb51a74" >72: <strong style="color:#5C6BC0">50,000 تومان</strong> در زمان 11:44 21-07-1400<br><q>شاکری</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="d5ce87" >71: <strong style="color:#5C6BC0">20,000 تومان</strong> در زمان 18:48 11-07-1400<br><q>tnx_dude</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="c833ad" >70: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 13:28 10-07-1400<br><q>حمایت</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="c0060a" >69: <strong style="color:#5C6BC0">50,000 تومان</strong> در زمان 06:45 06-07-1400<br><q>بخاطر توضیح بسیار شفاف و مفاهیم</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="3fe510" >68: <strong style="color:#5C6BC0">20,000 تومان</strong> در زمان 13:33 29-05-1400<br><q>تشکر</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="913dd2" >67: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 02:00 28-05-1400<br><q>دانشجو هم وسعم همینقدر هست</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="54d992" >66: <strong style="color:#5C6BC0">40,000 تومان</strong> در زمان 09:18 12-05-1400<br><q>H</q></p>
+
+----
+
+
+.. raw:: html
+
+    <p id="432820" >65: <strong style="color:#5C6BC0">30,000 تومان</strong> در زمان 10:28 04-05-1400<br><q>پایتون</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="b57547" >64: <strong style="color:#5C6BC0">50,000 تومان</strong> در زمان 01:11 04-05-1400<br><q>عالیست</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="372ad6" >63: <strong style="color:#5C6BC0">20,000 تومان</strong> در زمان 11:13 30-04-1400<br><q>این آموزش عالی و بینظیر هست</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="e6b54c" >62: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 18:44 19-04-1400<br><q>حمایت از اموزش درست</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="0d8f36" >61: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 11:27 14-04-1400<br><q>amini</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="872052" >60: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 17:17 10-04-1400<br><q>ممنون بابت کتاب</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="501c11" >59: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 21:54 22-03-1400<br><q>aaa</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="d8383e" >59: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 20:00 07-03-1400<br><q>واقعا سایت خوبی داری . دمت گرم</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="aac01b" >58: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 01:08 13-02-1400<br><q>ممنون بابت زحماتتون</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="aa2710" >57: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 01:25 12-02-1400<br><q>آنکه می بخشد بی منت آزاد است</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="af0bc8" >56: <strong style="color:#5C6BC0">20,000 تومان</strong> در زمان 11:49 03-02-1400<br><q>با تشکر از زحمات شما امیدوارم هر چه زودتر مطالب دیگری قرار بدهید.</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="1db1a0" >55: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 11:48 03-02-1400<br><q>مبلغ کمیه اما ب مرور باز پرداخت میکنم❤</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="7904c5" >54: <strong style="color:#5C6BC0">50,000 تومان</strong> در زمان 20:34 12-01-1400<br><q>از زحمات شما ممنونم . خیلی ناقابل هست</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="8d97db" >53: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 11:44 12-01-1400<br><q>با تشکر از مطالب خیلی مفید بعضی نکات که به دنبالشون بودم را توی این کتاب پیدا کردم</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="779f30" >52: <strong style="color:#5C6BC0">20,000 تومان</strong> در زمان 21:12 11-01-1400<br><q>خیلی هم خوب</q></p>
+
+----
+
+
+|
+
+**سال 1399: 652,222 تومان**
+
+|
+
+
+
+
+
+.. raw:: html
+
+    <p id="5076eb" >51: <strong style="color:#5C6BC0">200,000 تومان</strong> در زمان 13:53 24-12-1399<br><q>بسیار کتاب خوبی هست لطفا زودتر تمومش کنید</q></p>
+
+----
+
+
+.. raw:: html
+
+    <p id="cdb629" >50: <strong style="color:#5C6BC0">50,000 تومان</strong> در زمان 16:42 13-12-1399<br><q>ممنون که همیشه در حال بروز رسانی هستید، منم سعی میکنم تا بروز میکنید دونیت کنم!</q></p>
+
+----
+
+
+.. raw:: html
+
+    <p id="e66635" >49: <strong style="color:#5C6BC0">150,000 تومان</strong> در زمان 13:30 04-12-1399<br><q>خیلی واضح و عالی مطالب را عنوان کردید واقعا ممنونم</q></p>
+
+----
+
+
+.. raw:: html
+
+    <p id="17e37d" >48: <strong style="color:#5C6BC0">100,000 تومان</strong> در زمان 09:03 02-12-1399<br><q>عالی بود</q></p>
+
+----
+
+
+
+.. raw:: html
+
+    <p id="cfb1db" >47: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 12:25 23-11-1399<br><q>ممنون بایت وقتی که گذاشتین</q></p>
+
+----
+
+
+.. raw:: html
+
+    <p id="a072ed" >46: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 21:20 13-10-1399<br><q>دوست دار عالم</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="13c6b4" >45: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 14:24 03-06-1399<br><q>با سپاس</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="0495ed" >44: <strong style="color:#5C6BC0">22,222 تومان</strong> در زمان 14:24 30-02-1399<br><q>لطفا یه راهی پیدا کنید برای گسترش سریعتر مطالب</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="44b1b5" >43: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 15:03 03-02-1399<br><q>دمتون گرم، در حد وسعم کمکی کرده باشم</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="44b1b5" >42: <strong style="color:#5C6BC0">100,000 تومان</strong> در زمان 18:54 21-01-1399<br><q>ممنون از زحمات شما</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="a60dc1" >41: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 18:32 13-01-1399<br><q>سلام - ممنون از زحمات شما - لطفاً به تلاش خود ادامه دهید</q></p>
+
+----
+
+|
+
+**سال 1398: 1,298,000 تومان**
+
+|
+
+
+.. raw:: html
+
+    <p id="35875b" >40: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 15:01 20-12-1398<br><q>تشکر از شما بابت جمع آوری این مطالب</q></p>
+
+----
+
+
+.. raw:: html
+
+    <p id="ac4cc0" >39: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 22:15 09-12-1398<br><q>ممنونم از زحمات شما ،خوشحال میشم بتونم تو پروژها تون شرکت کنم</q></p>
+
+----
+
+
+.. raw:: html
+
+    <p id="6789bb" >38: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 01:50 08-12-1398<br><q>از زحمات ارزشمند شما ممنونم و آرزوی موفقییت براتون دارم</q></p>
+
+----
+
+
+
+.. raw:: html
+
+    <p id="8b551b" >37: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 17:21 24-11-1398<br><q>دمت گرم</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="0eeb60" >36: <strong style="color:#5C6BC0">2,000 تومان</strong> در زمان 04:58 22-10-1398<br><q>واقعا دمت گرم</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="738dba" >35: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 08:26 07-10-1398<br><q>احسنت</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="694e2f" >34: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 12:17 05-10-1398<br><q>Thanks</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="904a09" >33: <strong style="color:#5C6BC0">20,000 تومان</strong> در زمان 18:18 11-09-1398<br><q>خدا حفظت کنه</q></p>
+
+----
+
+
+.. raw:: html
+
+    <p id="385327" >32: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 12:40 22-08-1398<br><q>ممنون از اطلاعات مفید شما</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="d4f6e4" >31: <strong style="color:#5C6BC0">50,000 تومان</strong> در زمان 12:47 01-08-1398<br><q>ممنون از اموزش پایتون</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="ed0031" >30: <strong style="color:#5C6BC0">1,000 تومان</strong> در زمان 14:51 29-07-1398<br><q>درود بر تو.</q></p>
+
+----
+
+
+.. raw:: html
+
+    <p id="3e89ee" >29: <strong style="color:#5C6BC0">20,000 تومان</strong> در زمان 11:41 03-06-1398<br><q>ممنون از زحمات شما</q></p>
+
+----
+
+
+
+.. raw:: html
+
+    <p id="d7409c" >28: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 13:10 02-06-1398<br><q>متشکرم که دانشتون رو در اختیار ما می زارید.</q></p>
+
+----
+
+
+.. raw:: html
+
+    <p id="67c60a" >27: <strong style="color:#5C6BC0">1,000,000 تومان</strong> در زمان 22:23 11-04-1398<br><q>Omidvaram tashvighi beshe vase sorato detaile bishtar!</q></p>
+
+----
+
+
+.. raw:: html
+
+    <p id="8d728" >26: <strong style="color:#5C6BC0">50,000 تومان</strong> در زمان 16:52 28-03-1398<br><q>وسع یه دانشجو همینقدره ببخشید. کاش تا جایی که میتونین وب سایتو رایگان نگه دارین...</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="efc8e" >25: <strong style="color:#5C6BC0">50,000 تومان</strong> در زمان 09:13 08-02-1398<br><q>با تشکر</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="fcf0a" >24: <strong style="color:#5C6BC0">50,000 تومان</strong> در زمان 22:44 26-01-1398<br><q>آقا برای آموزش پایتون خیلی زحمت کشیدی، مرسی.</q></p>
+
+----
+
+|
+
+**سال 1397: 92,000 تومان**
+
+|
+
+
+
+----
+
+.. raw:: html
+
+    <p id="8bbe2" >23: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 13:52 23-11-1397<br><q>از کتاب آموزش پایتون شما لذت بردم، درس اول و دوم رو خوندم. موفق و پیروز باشید.</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="edbd0" >22: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 09:13 05-11-1397<br><q>ممنون از کار بسیار مفید شما</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="c6796" >21: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 15:25 01-11-1397<br><q>تشکر</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="5d771" >20: <strong style="color:#5C6BC0">2,000 تومان</strong> در زمان 20:36 20-10-1397<br><q>omid</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="3d87a" >19: <strong style="color:#5C6BC0">1,000 تومان</strong> در زمان 13:47 13-10-1397<br><q>با سلام خیلی خوشحال شدم از مطالب خوبت. امیدوارم ادامه بدی ممنونم مجید</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="1b28" >18: <strong style="color:#5C6BC0">1,000 تومان</strong> در زمان 09:35 28-07-1397<br><q>salam</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="7928" >17: <strong style="color:#5C6BC0">1,000 تومان</strong> در زمان 18:39 20-07-1397<br><q>خوب بود</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="Puf4" >16: <strong style="color:#5C6BC0">25,000 تومان</strong> در زمان 16:45 10-06-1397<br><q>با تشکر</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="4dXT" >15: <strong style="color:#5C6BC0">2,000 تومان</strong> در زمان 12:45 24-05-1397<br><q>با تشکر از کتاب روان و جامع شما</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="Vg6r" >14: <strong style="color:#5C6BC0">20,000 تومان</strong> در زمان 19:50 08-04-1397<br><q>.لطفا ادامه پایتون را هم تکمیل کنید</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="N68a" >13: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 22:27 04-04-1397<br><q>Awesome work! continue it!</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="O73x" >12: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 18:30 26-02-1397<br><q>تشکر از نوشته بسیار خوبتان</q></p>
+
+----
+
+|
+
+**سال 1396: 61,000 تومان**
+
+|
+
+----
+
+.. raw:: html
+
+    <p id="T3k4" >11: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 17:51 06-12-1396<br><q>هدیه :)</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="Xijy" >10: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 21:23 10-09-1396<br><q>بهترین سایت پایتون هستید چقدر بدبختی کشیدم بدون شما. شرمنده فعلا کمه جبران میکنم بیشتر</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="EMwM" >9: <strong style="color:#5C6BC0">5,000 تومان</strong> در زمان 21:00 07-09-1396<br><q>👍</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="0PUn" >8: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 08:39 06-08-1396<br><q>مرسی از آقا سعید عزیز برای این کار با ارزش. ارزش این کارتون هیچ جوره با قابل پرداخت نیست.</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="ZzxB" >7: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 13:50 13-07-1396<br><q>لطفا ادامه بدید</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="lZ2N" >6: <strong style="color:#5C6BC0">1,000 تومان</strong> در زمان 10:04 11-06-1396<br><q>ببخشید کمه ولی ایشالا بعد بیشتر</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="8I1d" >5: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 22:44 16-04-1396<br><q>مبلغی ناچیز و ناقابل بابت زحماتی که درآموزش پایتون میکشید</q></p>
+
+----
+
+.. raw:: html
+
+    <p id="BOGC" >4: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 17:51 11-04-1396<br><q>بخاطر کارهای خوب در نگارش دقیق آموزش پای‌تُن</q></p>
+
+----
+
+|
+
+**سال 1395: 18,000 تومان**
+
+|
+
+
+----
+
+
+.. raw:: html
+
+    <p id="JfRE" >3: <strong style="color:#5C6BC0">10,000 تومان</strong> در زمان 19:33 27-11-1395<br><q>کارتون عالیه، ادامه بدید.</q></p>
+
+----
+
+.. raw:: html
+
+
+    <p id="tztN" >2: <strong  style="color:#5C6BC0">5,000 تومان</strong> در زمان 20:51 15-11-1395<br><q>با تشکر از زحمات شما برای نشر علم .هر چند این مبالغ در برابر تلاش شما ناچیز است .</q></p>
+
+
+----
+
+.. raw:: html
+
+    <p id="O7QU" >1: <strong style="color:#5C6BC0">3,000 تومان</strong> در زمان 11:27 09-11-1395<br><q>دم شما گرم</q></p>
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
diff --git a/source/support.rst b/source/support.rst
index d123c27..706ced9 100644
--- a/source/support.rst
+++ b/source/support.rst
@@ -1,119 +1,119 @@
-.. role:: emoji-size
-
-.. meta::
-   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - حمایت مالی
-   :keywords: پایتون, آموزش, آموزش برنامه نویسی, آموزش پایتون, برنامه نویسی, کتاب آموزش, آموزش فارسی, کتاب آزاد, پایتون نسخه 
-
-
-.. _support: 
-
-حمایت مالی
-====================
-
-.. figure:: /_static/pages/00-support.jpg
-    :align: center
-    :alt: کتاب پایتون به پارسی - حمایت مالی
-    :class: page-image
-
-    Photo by `Neil Thomas <https://unsplash.com/photos/SIU1Glk6v5k>`__
-
-ممنون که در این صفحه هستید :)
-
-در این صفحه راه‌های حمایت مالی از  توسعه و نگهداری این کتاب قرار داده شده است. حتما به مرور سعی خواهد شد که روش‌ها بیشتر و جامع‌تر شوند.
-
-هیچ محدودیت مبلغی وجود ندارد :) لطفا پس از پرداخت از طریق ایمیل [python@coderz.ir] من را نیز آگاه سازید! به این پیام برای درج در گزارش‌ها نیاز است. بنابراین لطفا نام و پیامی که مایل هستید در صفحه گزارش‌ها درج شود را به همراه تاریخ پرداخت، شیوه پرداخت و میزان پرداختی - برای من ارسال بفرمایید. سپاس فراوان.
-
-
------
-
-.. contents:: میان‌بر
-    :depth: 2
-
------
-
-
-.. _support-c2c: 
-
-کارت به کارت
---------------------
-
-در این روش کمی کارمزد نیز از شما کسر خواهد شد.
-
-* شماره کارت: ``0354-5901-8610-6219`` (``6219861059010354``)
-* به نام: سعید درویش قزوینی
-* نزد بانک: سامان
-* شماره شبا: ``IR-08-0560-9201-8880-2362-1720-01`` (``IR080560920188802362172001``)
-
-.. _support-cryptocurrency: 
-
-رمزارز
----------
-اگر با رمزارزها آشنایی دارید:
-
-
-.. _support-btc: 
-
-بیت کوین (BTC)
-~~~~~~~~~~~~~~~~~~~
-
-.. image:: /_static/cryptocurrency/saeiddrv-btc.jpg
-    :align: center
-    :width: 256
-
-::
-
-    bc1q8sdd2zarj4swalx2f895y2v3exk53rh7t8jzve
-
-
-.. _support-eth: 
-
-اتریوم (ETH)
-~~~~~~~~~~~~~~~~~~~
-
-.. image:: /_static/cryptocurrency/saeiddrv-eth.jpg
-    :align: center
-    :width: 256
-
-:: 
-
-    0x7218D1c2c9614e5f3c9959c1b9D2f36592aAa4c7
-
-
-.. _support-ltc: 
-
-لایت کوین (LTC)
-~~~~~~~~~~~~~~~~~~~
-
-.. image:: /_static/cryptocurrency/saeiddrv-ltc.jpg
-    :align: center
-    :width: 256
-
-::
-
-    ltc1qsw63lq9a6c9r8ukufrk6rkg4lge5tn528k2qwd
-
-
-.. _support-doge: 
-
-دوج (DOGE)
-~~~~~~~~~~~~~~~~~~~
-
-.. image:: /_static/cryptocurrency/saeiddrv-doge.jpg
-    :align: center
-    :width: 256
-
-:: 
-
-    DNWR6VJMXV7HwMyj28WVHTMJSCKEr6mKvz
-
-
-.. _support-non: 
-
-غیرنقدی
---------------------
-
-* اشتراک‌گذاری و معرفی کتاب
-* استار زدن به پروژه روی گیت‌هاب :) [`Python in Persian <https://github.com/saeiddrv/PythonPersianTutorial>`__]
-* مطالعه کتاب
-
-
+.. role:: emoji-size
+
+.. meta::
+   :description: پایتون به پارسی - کتاب آنلاین و آزاد آموزش زبان برنامه‌نویسی پایتون - حمایت مالی
+   :keywords: پایتون, آموزش, آموزش برنامه نویسی, آموزش پایتون, برنامه نویسی, کتاب آموزش, آموزش فارسی, کتاب آزاد, پایتون نسخه 
+
+
+.. _support: 
+
+حمایت مالی
+====================
+
+.. figure:: /_static/pages/00-support.jpg
+    :align: center
+    :alt: کتاب پایتون به پارسی - حمایت مالی
+    :class: page-image
+
+    Photo by `Neil Thomas <https://unsplash.com/photos/SIU1Glk6v5k>`__
+
+ممنون که در این صفحه هستید :)
+
+در این صفحه راه‌های حمایت مالی از  توسعه و نگهداری این کتاب قرار داده شده است. حتما به مرور سعی خواهد شد که روش‌ها بیشتر و جامع‌تر شوند.
+
+هیچ محدودیت مبلغی وجود ندارد :) لطفا پس از پرداخت از طریق ایمیل [inbox@saeiddrv.com] من را نیز آگاه سازید! به این پیام برای درج در گزارش‌ها نیاز است. بنابراین لطفا نام و پیامی که مایل هستید در صفحه گزارش‌ها درج شود را به همراه تاریخ پرداخت، شیوه پرداخت و میزان پرداختی - برای من ارسال بفرمایید. سپاس فراوان.
+
+
+-----
+
+.. contents:: میان‌بر
+    :depth: 2
+
+-----
+
+
+.. _support-c2c: 
+
+کارت به کارت
+--------------------
+
+در این روش کمی کارمزد نیز از شما کسر خواهد شد.
+
+* شماره کارت: ``0354-5901-8610-6219`` (``6219861059010354``)
+* به نام: سعید درویش قزوینی
+* نزد بانک: سامان
+* شماره شبا: ``IR-08-0560-9201-8880-2362-1720-01`` (``IR080560920188802362172001``)
+
+.. _support-cryptocurrency: 
+
+رمزارز
+---------
+اگر با رمزارزها آشنایی دارید:
+
+
+.. _support-btc: 
+
+بیت کوین (BTC)
+~~~~~~~~~~~~~~~~~~~
+
+.. image:: /_static/cryptocurrency/saeiddrv-btc.jpg
+    :align: center
+    :width: 256
+
+::
+
+    bc1q8sdd2zarj4swalx2f895y2v3exk53rh7t8jzve
+
+
+.. _support-eth: 
+
+اتریوم (ETH)
+~~~~~~~~~~~~~~~~~~~
+
+.. image:: /_static/cryptocurrency/saeiddrv-eth.jpg
+    :align: center
+    :width: 256
+
+:: 
+
+    0x7218D1c2c9614e5f3c9959c1b9D2f36592aAa4c7
+
+
+.. _support-ltc: 
+
+لایت کوین (LTC)
+~~~~~~~~~~~~~~~~~~~
+
+.. image:: /_static/cryptocurrency/saeiddrv-ltc.jpg
+    :align: center
+    :width: 256
+
+::
+
+    ltc1qsw63lq9a6c9r8ukufrk6rkg4lge5tn528k2qwd
+
+
+.. _support-doge: 
+
+دوج (DOGE)
+~~~~~~~~~~~~~~~~~~~
+
+.. image:: /_static/cryptocurrency/saeiddrv-doge.jpg
+    :align: center
+    :width: 256
+
+:: 
+
+    DNWR6VJMXV7HwMyj28WVHTMJSCKEr6mKvz
+
+
+.. _support-non: 
+
+غیرنقدی
+--------------------
+
+* اشتراک‌گذاری و معرفی کتاب
+* استار زدن به پروژه روی گیت‌هاب :) [`Python in Persian <https://github.com/saeiddrv/PythonPersianTutorial>`__]
+* مطالعه کتاب
+
+

From 79772b2679e405a5b0f4aca8fc1ef9d9cc0b8495 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.drgh@gmail.com>
Date: Fri, 16 Feb 2024 19:57:12 +0100
Subject: [PATCH 68/79] fix subjects-preview-style

---
 .../sphinx_minoo_theme/includes/header.html        |  2 +-
 .../{minoo-20240216.css => minoo-20240216-2.css}   | 14 ++++++++++----
 2 files changed, 11 insertions(+), 5 deletions(-)
 rename source/_templates/sphinx_minoo_theme/static/{minoo-20240216.css => minoo-20240216-2.css} (95%)

diff --git a/source/_templates/sphinx_minoo_theme/includes/header.html b/source/_templates/sphinx_minoo_theme/includes/header.html
index 502434e..f3c5719 100644
--- a/source/_templates/sphinx_minoo_theme/includes/header.html
+++ b/source/_templates/sphinx_minoo_theme/includes/header.html
@@ -39,7 +39,7 @@
 {% if theme_direction == "ltr" %}
     <link rel="stylesheet" type=text/css href="{{ pathto('_static/minoo-ltr.css', 1) }}">
 {% else %}
-    <link rel="stylesheet" type=text/css href="{{ pathto('_static/minoo-20240216.css', 1) }}">
+    <link rel="stylesheet" type=text/css href="{{ pathto('_static/minoo-20240216-2.css', 1) }}">
 {% endif %}
 
 {%- block linktags %}
diff --git a/source/_templates/sphinx_minoo_theme/static/minoo-20240216.css b/source/_templates/sphinx_minoo_theme/static/minoo-20240216-2.css
similarity index 95%
rename from source/_templates/sphinx_minoo_theme/static/minoo-20240216.css
rename to source/_templates/sphinx_minoo_theme/static/minoo-20240216-2.css
index 5597b94..ea50376 100644
--- a/source/_templates/sphinx_minoo_theme/static/minoo-20240216.css
+++ b/source/_templates/sphinx_minoo_theme/static/minoo-20240216-2.css
@@ -17,7 +17,10 @@ box[note,attention[body:90CAF9,title:42A5F5]-tip,important[body:80CBC4,title:26A
 body{font-family:vazir, sans-serif;font-weight:normal;color:#252525;min-height:100%;font-size:1.5rem;overflow-x:hidden}
 html{height:100%}
 a,ul>li>a,ol>li>a{text-decoration:none!important;color:#5C6BC0;padding:0}
+a,ul>li>p>a,ol>li>p>a{text-decoration:none!important;color:#5C6BC0;padding:0}
 a:hover,ul>li>a:hover,ol>li>a:hover{color:#66BB6A}
+a:hover,ul>li>p>a:hover,ol>li>p>a:hover{color:#66BB6A}
+li>p{margin:0px !important}
 i{vertical-align:middle}
 h1,h2,h3,h4,h5,h6{font-weight:bold;color:#000000;display:inline-block}
 h1,h2,h3{padding:10px 15px 10px 0}
@@ -140,17 +143,21 @@ table.field-list th,table.field-list td{width:auto!important}
 table.docutils.citation tr td,table.docutils.footnote tr td{border:none}
 table.docutils.footnote td,table.docutils.footnote th,table.docutils.citation td,table.docutils.citation th,table.field-list th,table.field-list td{margin:0;padding:3px 12px!important;font-size:90%;overflow:visible;width:100%}
 table.docutils.footnote{white-space:normal}
-.toctree-wrapper li,#sidebar-bottom-list #tree-toc ul li,.contents.topic ul li{list-style:none}
+.toctree-wrapper li,#sidebar-bottom-list #tree-toc ul li,.contents.topic ul li,.contents ul li{list-style:none}
 .toctree-wrapper li>ul{padding:0;margin:0 24px 0 0}
 .toctree-wrapper li>a{background-color:#AB47BC;color:#FFFFFF;line-height:26px;border-right:0}
 .toctree-wrapper li>ul>li>a{background-color:#CE93D8}
 .toctree-wrapper li>a:hover{border-right:5px #CE93D8 solid}
 .toctree-wrapper li>ul>li>a:hover{border-right:5px #AB47BC solid}
-.toctree-wrapper li>a:hover,.contents.topic li>a:hover{color:#FFFFFF}
+.toctree-wrapper li>a:hover,.contents.topic li>a:hover,.contents li>p>a:hover{color:#FFFFFF}
 .contents.topic li>a{background-color:#5C6BC0;color:#FFFFFF;padding:3px 10px;line-height:26px;border-right:0}
 .contents.topic li>ul>li>a{background-color:#9FA8DA}
 .contents.topic li>a:hover{border-right:5px #9FA8DA solid}
 .contents.topic li>ul>li>a:hover{border-right:5px #5C6BC0 solid}
+.contents li>p>a{background-color:#5C6BC0;color:#FFFFFF;padding:3px 10px;line-height:26px;border-right:0;display:inline-block;}
+.contents li>ul>li>p>a{background-color:#9FA8DA}
+.contents li>p>a:hover{border-right:5px #9FA8DA solid}
+.contents li>ul>li>p>a:hover{border-right:5px #5C6BC0 solid}
 #sidebar-bottom-list #tree-toc{margin-top:10px;margin-bottom:20px;width:280px;min-height:100%}
 #sidebar-bottom-list #tree-toc ul{padding:0;margin:0 24px 0 0}
 #sidebar-bottom-list #tree-toc ul li>a,#sidebar-bottom-list #tree-toc ul li.current>a{line-height:20px;border-right:0}
@@ -164,7 +171,7 @@ h3{border-right:5px #66BB6A solid !important}
 #sidebar-bottom-list #tree-toc ul li>ul>li>a:hover{border-right:5px #E8EAF6 solid;color:#FFFFFF}
 #sidebar-bottom-list #tree-toc ul li.current>ul>li>a:hover{color:#FFFFFF}
 #sidebar-bottom-list #tree-toc li a,.toctree-wrapper li>a,.contents.topic li>a{display:inline-block;margin:0;padding:2px 10px}
-#sidebar-bottom-list #tree-toc li,.toctree-wrapper li,.contents.topic li{margin-top:1px}
+#sidebar-bottom-list #tree-toc li,.toctree-wrapper li,.contents.topic li,.contents li{margin-top:1px}
 #sidebar-bottom-list #tree-toc li.toctree-l1 i,.toctree-wrapper li.toctree-l1 i{margin-right:-24px; margin-left:9px;display:inline-block;vertical-align:top;padding-top:5px;cursor:pointer;color:#E8EAF6}
 .toctree-wrapper li.toctree-l1 i{position:absolute}
 .toctree-wrapper li.toctree-l1 i{color:#CE93D8!important}
@@ -265,7 +272,6 @@ i{vertical-align:bottom !important;}
 .top-green a{background-color:#4CAF50;margin:0px 2px;}
 .top-blue a{background-color:#009ca7;}
 .top-red a:hover,.top-green a:hover,.top-blue a:hover{color:#000;}
-ul li p:last-child{margin-bottom: 24px !important;}
 a.side-donate{background-color:#66BB6A;margin:0px 2px;color:white;padding:2px 10px;}
 a.hover{background-color:#4CAF50;}
 @media screen and (max-width:768px){.top-red{display:none !important;}}

From a329caf93a9e25db80641a1e7f76e872d8e9ef54 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.drgh@gmail.com>
Date: Sat, 17 Feb 2024 16:54:28 +0100
Subject: [PATCH 69/79] update donate page

---
 source/changelog.rst      | 11 +++++++++++
 source/support-report.rst | 25 +++++++++++++++++++++----
 source/support.rst        | 35 +++++++++++++++++++++++++++++++----
 3 files changed, 63 insertions(+), 8 deletions(-)

diff --git a/source/changelog.rst b/source/changelog.rst
index dfc4db8..6f50806 100644
--- a/source/changelog.rst
+++ b/source/changelog.rst
@@ -12,6 +12,17 @@
 =============
 
 
+.. raw:: html
+
+    <p class="rubric" id="00139" ><a class="reference external" href="#00139">00139</a> - شنبه ۲۸ بهمن  ۱۴۰۲</p>
+
+* دامنه سرویس کدرز و به  ``club.‍‍`` تغییر داده شد.
+* صفحه حمایت مالی بروز گردید.
+
+
+----
+
+
 .. raw:: html
 
     <p class="rubric" id="00138" ><a class="reference external" href="#00138">00138</a> - جمعه ۱۵ اردیبهشت ۱۴۰۲</p>
diff --git a/source/support-report.rst b/source/support-report.rst
index 00a4cf0..1d4accf 100644
--- a/source/support-report.rst
+++ b/source/support-report.rst
@@ -10,23 +10,40 @@
 گزارش حمایت‌های مالی
 =========================
 
-**مبالغ مهم نیستند، از اقدام و پیام تشویق شما دوستان بسیار سپاسگزارم.**
 
-(*اطلاعات این صفحه به صورت آنی بروز نمی‌شود!*)
 
-**از ابتدا (1394): 2,749,222 تومان** [آخرین بروزرسانی:‌ 01-02-1402]
+**از ابتدا (1394) تا بهمن ماه ۱۴۰۲:‌ 2,949,222 تومان**
+
+.. note::
+
+    برای مشاهده گزارش پرداخت‌های جدیدتر از بهمن ماه ۱۴۰۲، لطفا به نشانی روبرو مراجعه نمایید:‌ [`PythonInPersian, Donation Information <https://docs.google.com/spreadsheets/d/1wzwUf2RfFfqpCI_LQxb9zxUOP3XjmLZYWdMQiiPgHts/edit?usp=sharing>`__]
+
+
+    برای طرح هرگونه سوال یا اعلام مغایرت، لطفا با ایمیل ``inbox@saeiddrv.com`` تماس حاصل بفرمایید. 
 
 ----
 
 
-|
 
 |
 
+**سال 1402: 200,000 تومان**
+
 |
 
 
 
+.. raw:: html
+
+    <p >84: <strong style="color:#5C6BC0">100,000 تومان</strong> در تاریخ  12-06-1402</p>
+
+
+.. raw:: html
+
+    <p >83: <strong style="color:#5C6BC0">100,000 تومان</strong> در تاریخ  29-04-1402<br><q>بابت این کار بسیار سودمند و بی‌مانند از شما سپاسگزارم و با امید بهترین‌ها برای شما.</q></p>
+
+----
+
 
 
 
diff --git a/source/support.rst b/source/support.rst
index 706ced9..badf277 100644
--- a/source/support.rst
+++ b/source/support.rst
@@ -17,11 +17,26 @@
 
     Photo by `Neil Thomas <https://unsplash.com/photos/SIU1Glk6v5k>`__
 
-ممنون که در این صفحه هستید :)
+ممنون که در این صفحه هستید 🙂
 
-در این صفحه راه‌های حمایت مالی از  توسعه و نگهداری این کتاب قرار داده شده است. حتما به مرور سعی خواهد شد که روش‌ها بیشتر و جامع‌تر شوند.
+-----
+
+در این اینجا راه‌های حمایت مالی از  توسعه و نگهداری این کتاب قرار داده شده است.
+
+هیچ تعریف مبلغی وجود ندارد! به هر روش و میزان که تمایل دارید، می‌توانید از توسعه و نگهداری این کتاب حمایت نمایید. 
+
+سپاس فراوان. 🥰
+
+.. note::
+
+    لطفا پس از حمایت نقدی، اطلاعات مربوط به آن را از طریق لینک زیر با دیگران به اشتراک بگذارید.
+
+    [`PythonInPersian, Donation Information <https://docs.google.com/spreadsheets/d/1wzwUf2RfFfqpCI_LQxb9zxUOP3XjmLZYWdMQiiPgHts/edit?usp=sharing>`__]
+
+    اطاعات از طریق یک فایل اکسل به اشتراک گذاشته شده، جمع‌آوری می‌گردد. تاریخ تغییرات نگهداری می‌شود اما در صورت تمایل می‌توانید از منوی `Data` و سپس گزینه `Protected sheets & ranges` سطر مربوط به خود را قفل و از تغییرات ناخواسته محافظت نمایید!
+
+    برای طرح هرگونه سوال یا نظر، لطفا با ایمیل ``inbox@saeiddrv.com`` تماس حاصل بفرمایید. 
 
-هیچ محدودیت مبلغی وجود ندارد :) لطفا پس از پرداخت از طریق ایمیل [inbox@saeiddrv.com] من را نیز آگاه سازید! به این پیام برای درج در گزارش‌ها نیاز است. بنابراین لطفا نام و پیامی که مایل هستید در صفحه گزارش‌ها درج شود را به همراه تاریخ پرداخت، شیوه پرداخت و میزان پرداختی - برای من ارسال بفرمایید. سپاس فراوان.
 
 
 -----
@@ -44,6 +59,18 @@
 * نزد بانک: سامان
 * شماره شبا: ``IR-08-0560-9201-8880-2362-1720-01`` (``IR080560920188802362172001``)
 
+
+
+
+
+
+.. _support-paypal: 
+
+PayPal
+---------
+
+چنانچه امکان پرداخت ارزی از درگاه‌های بین‌الملی برایتان میسر است. می‌توانید از درگاه PayPal استفاده نمایید. [`paypal.me/saeiddrv <https://paypal.me/saeiddrv>`__]
+
 .. _support-cryptocurrency: 
 
 رمزارز
@@ -113,7 +140,7 @@
 --------------------
 
 * اشتراک‌گذاری و معرفی کتاب
-* استار زدن به پروژه روی گیت‌هاب :) [`Python in Persian <https://github.com/saeiddrv/PythonPersianTutorial>`__]
+* استار زدن به پروژه روی گیت‌هاب 😉 [`Python in Persian <https://github.com/saeiddrv/PythonPersianTutorial>`__]
 * مطالعه کتاب
 
 

From 5eda154dfd30a39086ab8937a9443e702bfc82d8 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.drgh@gmail.com>
Date: Sun, 18 Feb 2024 11:06:52 +0100
Subject: [PATCH 70/79] fix h2 a style

---
 source/_templates/sphinx_minoo_theme/includes/header.html       | 2 +-
 .../static/{minoo-20240216-2.css => minoo-20240218.css}         | 2 ++
 2 files changed, 3 insertions(+), 1 deletion(-)
 rename source/_templates/sphinx_minoo_theme/static/{minoo-20240216-2.css => minoo-20240218.css} (98%)

diff --git a/source/_templates/sphinx_minoo_theme/includes/header.html b/source/_templates/sphinx_minoo_theme/includes/header.html
index f3c5719..f23d1a6 100644
--- a/source/_templates/sphinx_minoo_theme/includes/header.html
+++ b/source/_templates/sphinx_minoo_theme/includes/header.html
@@ -39,7 +39,7 @@
 {% if theme_direction == "ltr" %}
     <link rel="stylesheet" type=text/css href="{{ pathto('_static/minoo-ltr.css', 1) }}">
 {% else %}
-    <link rel="stylesheet" type=text/css href="{{ pathto('_static/minoo-20240216-2.css', 1) }}">
+    <link rel="stylesheet" type=text/css href="{{ pathto('_static/minoo-20240218.css', 1) }}">
 {% endif %}
 
 {%- block linktags %}
diff --git a/source/_templates/sphinx_minoo_theme/static/minoo-20240216-2.css b/source/_templates/sphinx_minoo_theme/static/minoo-20240218.css
similarity index 98%
rename from source/_templates/sphinx_minoo_theme/static/minoo-20240216-2.css
rename to source/_templates/sphinx_minoo_theme/static/minoo-20240218.css
index ea50376..0c4ff0b 100644
--- a/source/_templates/sphinx_minoo_theme/static/minoo-20240216-2.css
+++ b/source/_templates/sphinx_minoo_theme/static/minoo-20240218.css
@@ -20,6 +20,8 @@ a,ul>li>a,ol>li>a{text-decoration:none!important;color:#5C6BC0;padding:0}
 a,ul>li>p>a,ol>li>p>a{text-decoration:none!important;color:#5C6BC0;padding:0}
 a:hover,ul>li>a:hover,ol>li>a:hover{color:#66BB6A}
 a:hover,ul>li>p>a:hover,ol>li>p>a:hover{color:#66BB6A}
+h1 a:hover{color:#66BB6A}
+h2 a:hover{color:#ffffff !important}
 li>p{margin:0px !important}
 i{vertical-align:middle}
 h1,h2,h3,h4,h5,h6{font-weight:bold;color:#000000;display:inline-block}

From 7d1a2cdaf99e6f5fb273d424382993d394abf857 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.drgh@gmail.com>
Date: Wed, 21 Feb 2024 18:43:17 +0100
Subject: [PATCH 71/79] add BuyMeCoffee support way

---
 .github/FUNDING.yml | 2 +-
 source/support.rst  | 8 ++++++++
 2 files changed, 9 insertions(+), 1 deletion(-)

diff --git a/.github/FUNDING.yml b/.github/FUNDING.yml
index a513455..3080ba8 100644
--- a/.github/FUNDING.yml
+++ b/.github/FUNDING.yml
@@ -1 +1 @@
-custom: ['https://paypal.me/saeiddrv', 'https://python.coderz.club/support.html']
+custom: ['https://www.buymeacoffee.com/saeiddrv', 'https://paypal.me/saeiddrv', 'https://python.coderz.club/support.html']
diff --git a/source/support.rst b/source/support.rst
index badf277..1862633 100644
--- a/source/support.rst
+++ b/source/support.rst
@@ -64,6 +64,14 @@
 
 
 
+.. _support-buy-me-a-coffee: 
+
+Buy me a coffee
+------------------
+
+چنانچه امکان پرداخت ارزی از درگاه‌های بین‌الملی برایتان میسر است. می‌توانید از سرویس  Buy me a coffee استفاده نمایید. [`buymeacoffee.com/saeiddrv <https://www.buymeacoffee.com/saeiddrv>`__]
+
+
 .. _support-paypal: 
 
 PayPal

From b2de9ce0ceb71c6f65191c22e21161ab0bc3313a Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.drgh@gmail.com>
Date: Sat, 24 Feb 2024 19:51:04 +0100
Subject: [PATCH 72/79] update support page

---
 source/_static/PayPal-QR.png                  | Bin 0 -> 5262 bytes
 .../sphinx_minoo_theme/includes/header.html   |   2 +-
 ...{minoo-20240218.css => minoo-20240224.css} |   1 +
 source/changelog.rst                          |   2 +-
 source/lessons/l01-introduction-to-python.rst |   2 +-
 source/lessons/l02-setup-python.rst           |   2 +-
 .../l03-create-and-run-a-python-project.rst   |   2 +-
 .../lessons/l04-python-interactive-mode.rst   |   2 +-
 .../l05-object-oriented-programming.rst       |   2 +-
 source/lessons/l06-python-syntax.rst          |   2 +-
 .../lessons/l07-numeric-types-in-python.rst   |   2 +-
 .../l07-string-and-bytes-in-python.rst        |   2 +-
 .../lessons/l08-list-and-tuple-in-python.rst  |   2 +-
 source/lessons/l08-set-and-dict-in-python.rst |   2 +-
 .../l09-control-flow-statements-in-python.rst |   2 +-
 .../l10-input-print-and-files-in-python.rst   |   2 +-
 .../lessons/l11-python-standard-library.rst   |   2 +-
 source/lessons/l12-function-in-python.rst     |   2 +-
 ...rator-and-lambda-with-python-functions.rst |   2 +-
 ...ve-functions-and-memoization-in-python.rst |   2 +-
 .../l15-regular-expression-in-python.rst      |   2 +-
 source/lessons/l16-python-module-re.rst       |   2 +-
 ...bject-oriented-programming-with-python.rst |   2 +-
 ...-inheritance-and-association-in-python.rst |   2 +-
 ...19-metaclass-and-abstraction-in-python.rst |   2 +-
 ...0-encapsulation-polymorphism-in-python.rst |   2 +-
 ...criptors-and-context-manager-in-python.rst |   2 +-
 ...-type-hinting-and-data-class-in-python.rst |   2 +-
 ...eback-and-exception-handling-in-python.rst |   2 +-
 ...eption-warning-and-assertion-in-python.rst |   2 +-
 source/lessons/l25-python-module-datetime.rst |   2 +-
 source/support.rst                            |  39 ++++++++++++++----
 32 files changed, 62 insertions(+), 36 deletions(-)
 create mode 100644 source/_static/PayPal-QR.png
 rename source/_templates/sphinx_minoo_theme/static/{minoo-20240218.css => minoo-20240224.css} (98%)

diff --git a/source/_static/PayPal-QR.png b/source/_static/PayPal-QR.png
new file mode 100644
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Ci0rWd

literal 0
HcmV?d00001

diff --git a/source/_templates/sphinx_minoo_theme/includes/header.html b/source/_templates/sphinx_minoo_theme/includes/header.html
index f23d1a6..05eb9d9 100644
--- a/source/_templates/sphinx_minoo_theme/includes/header.html
+++ b/source/_templates/sphinx_minoo_theme/includes/header.html
@@ -39,7 +39,7 @@
 {% if theme_direction == "ltr" %}
     <link rel="stylesheet" type=text/css href="{{ pathto('_static/minoo-ltr.css', 1) }}">
 {% else %}
-    <link rel="stylesheet" type=text/css href="{{ pathto('_static/minoo-20240218.css', 1) }}">
+    <link rel="stylesheet" type=text/css href="{{ pathto('_static/minoo-20240224.css', 1) }}">
 {% endif %}
 
 {%- block linktags %}
diff --git a/source/_templates/sphinx_minoo_theme/static/minoo-20240218.css b/source/_templates/sphinx_minoo_theme/static/minoo-20240224.css
similarity index 98%
rename from source/_templates/sphinx_minoo_theme/static/minoo-20240218.css
rename to source/_templates/sphinx_minoo_theme/static/minoo-20240224.css
index 0c4ff0b..2ee0289 100644
--- a/source/_templates/sphinx_minoo_theme/static/minoo-20240218.css
+++ b/source/_templates/sphinx_minoo_theme/static/minoo-20240224.css
@@ -108,6 +108,7 @@ box-shadow: 0px 0px 1px 1px rgba(66,66,66,1);}
 .fa{font-size:19px}
 .table{display:inline-block;width:auto;max-width:none;white-space:nowrap}
 .admonition,.figure,.h-scroll,.highlight,.table-responsive,table.field-list,dl,img,h1,h2,h3,h4,h5,h6,p,hr,ol,ul,ul.search>li,.contents.topic,.line-blockack,blockquote,blockquote ol:last-child,blockquote p:last-child,blockquote ul:last-child,table.hlist,table.docutils.footnote,table.docutils.citation,ol ol,ol ul,ul ol,ul ul{margin-bottom:24px}
+nav.contents ul ul {margin-bottom:0px !important}
 .margin-b-z,ul li p:last-child,.figure img,.table,.last .highlight,.hlist  ul,div[class^='highlight'] .table-responsive{margin-bottom:0}/**/
 .code{width:100%}
 p.caption,h1,h2,h3,h4,h5,h6,table{margin-top:0}
diff --git a/source/changelog.rst b/source/changelog.rst
index 6f50806..88751ff 100644
--- a/source/changelog.rst
+++ b/source/changelog.rst
@@ -16,7 +16,7 @@
 
     <p class="rubric" id="00139" ><a class="reference external" href="#00139">00139</a> - شنبه ۲۸ بهمن  ۱۴۰۲</p>
 
-* دامنه سرویس کدرز و به  ``club.‍‍`` تغییر داده شد.
+* دامنه سرویس کدرز به  ``club.‍‍`` تغییر داده شد.
 * صفحه حمایت مالی بروز گردید.
 
 
diff --git a/source/lessons/l01-introduction-to-python.rst b/source/lessons/l01-introduction-to-python.rst
index 0ef1069..746ba66 100644
--- a/source/lessons/l01-introduction-to-python.rst
+++ b/source/lessons/l01-introduction-to-python.rst
@@ -27,7 +27,7 @@
 ----
 
 .. contents:: سرفصل‌ها
-    :depth: 2
+    :depth: 3
 
 ----
 
diff --git a/source/lessons/l02-setup-python.rst b/source/lessons/l02-setup-python.rst
index 183ddf2..fd965a9 100644
--- a/source/lessons/l02-setup-python.rst
+++ b/source/lessons/l02-setup-python.rst
@@ -25,7 +25,7 @@
 ----
 
 .. contents:: سرفصل‌ها
-    :depth: 2
+    :depth: 3
 
 ----
 
diff --git a/source/lessons/l03-create-and-run-a-python-project.rst b/source/lessons/l03-create-and-run-a-python-project.rst
index 0a59047..d27a1fa 100644
--- a/source/lessons/l03-create-and-run-a-python-project.rst
+++ b/source/lessons/l03-create-and-run-a-python-project.rst
@@ -25,7 +25,7 @@
 ----
 
 .. contents:: سرفصل‌ها
-    :depth: 2
+    :depth: 3
 
 ----
 
diff --git a/source/lessons/l04-python-interactive-mode.rst b/source/lessons/l04-python-interactive-mode.rst
index 2511e6c..c7752eb 100644
--- a/source/lessons/l04-python-interactive-mode.rst
+++ b/source/lessons/l04-python-interactive-mode.rst
@@ -27,7 +27,7 @@
 ----
 
 .. contents:: سرفصل‌ها
-    :depth: 2
+    :depth: 3
 
 ----
 
diff --git a/source/lessons/l05-object-oriented-programming.rst b/source/lessons/l05-object-oriented-programming.rst
index d230d7b..f0c4615 100644
--- a/source/lessons/l05-object-oriented-programming.rst
+++ b/source/lessons/l05-object-oriented-programming.rst
@@ -25,7 +25,7 @@
 ----
 
 .. contents:: سرفصل‌ها
-    :depth: 2
+    :depth: 3
 
 ----
 
diff --git a/source/lessons/l06-python-syntax.rst b/source/lessons/l06-python-syntax.rst
index d48392b..dd91487 100644
--- a/source/lessons/l06-python-syntax.rst
+++ b/source/lessons/l06-python-syntax.rst
@@ -28,7 +28,7 @@
 ----
 
 .. contents:: سرفصل‌ها
-    :depth: 2
+    :depth: 3
 
 ----
 
diff --git a/source/lessons/l07-numeric-types-in-python.rst b/source/lessons/l07-numeric-types-in-python.rst
index c73db58..d3c04b1 100644
--- a/source/lessons/l07-numeric-types-in-python.rst
+++ b/source/lessons/l07-numeric-types-in-python.rst
@@ -30,7 +30,7 @@
 ----
 
 .. contents:: سرفصل‌ها
-    :depth: 2
+    :depth: 3
 
 ----
 
diff --git a/source/lessons/l07-string-and-bytes-in-python.rst b/source/lessons/l07-string-and-bytes-in-python.rst
index a525340..0231308 100644
--- a/source/lessons/l07-string-and-bytes-in-python.rst
+++ b/source/lessons/l07-string-and-bytes-in-python.rst
@@ -30,7 +30,7 @@
 ----
 
 .. contents:: سرفصل‌ها
-    :depth: 2
+    :depth: 3
 
 ----
 
diff --git a/source/lessons/l08-list-and-tuple-in-python.rst b/source/lessons/l08-list-and-tuple-in-python.rst
index cefd3e8..57c7690 100644
--- a/source/lessons/l08-list-and-tuple-in-python.rst
+++ b/source/lessons/l08-list-and-tuple-in-python.rst
@@ -31,7 +31,7 @@
 ----
 
 .. contents:: سرفصل‌ها
-    :depth: 2
+    :depth: 3
 
 ----
 
diff --git a/source/lessons/l08-set-and-dict-in-python.rst b/source/lessons/l08-set-and-dict-in-python.rst
index ea33f2c..4c5102e 100644
--- a/source/lessons/l08-set-and-dict-in-python.rst
+++ b/source/lessons/l08-set-and-dict-in-python.rst
@@ -30,7 +30,7 @@
 ----
 
 .. contents:: سرفصل‌ها
-    :depth: 2
+    :depth: 3
 
 ----
 
diff --git a/source/lessons/l09-control-flow-statements-in-python.rst b/source/lessons/l09-control-flow-statements-in-python.rst
index 70fb2e4..7f3bb1a 100644
--- a/source/lessons/l09-control-flow-statements-in-python.rst
+++ b/source/lessons/l09-control-flow-statements-in-python.rst
@@ -31,7 +31,7 @@
 ----
 
 .. contents:: سرفصل‌ها
-    :depth: 2
+    :depth: 3
 
 ----
 
diff --git a/source/lessons/l10-input-print-and-files-in-python.rst b/source/lessons/l10-input-print-and-files-in-python.rst
index 15b91f6..6d8feb9 100644
--- a/source/lessons/l10-input-print-and-files-in-python.rst
+++ b/source/lessons/l10-input-print-and-files-in-python.rst
@@ -31,7 +31,7 @@
 ----
 
 .. contents:: سرفصل‌ها
-    :depth: 2
+    :depth: 3
 
 ----
 
diff --git a/source/lessons/l11-python-standard-library.rst b/source/lessons/l11-python-standard-library.rst
index 3926e94..d1a620b 100644
--- a/source/lessons/l11-python-standard-library.rst
+++ b/source/lessons/l11-python-standard-library.rst
@@ -32,7 +32,7 @@
 
 
 .. contents:: سرفصل‌ها
-    :depth: 2
+    :depth: 3
 
 ----
 
diff --git a/source/lessons/l12-function-in-python.rst b/source/lessons/l12-function-in-python.rst
index 8b1fe71..06aca1d 100644
--- a/source/lessons/l12-function-in-python.rst
+++ b/source/lessons/l12-function-in-python.rst
@@ -29,7 +29,7 @@
 
 
 .. contents:: سرفصل‌ها
-    :depth: 2
+    :depth: 3
 
 ----
 
diff --git a/source/lessons/l13-decorator-generator-and-lambda-with-python-functions.rst b/source/lessons/l13-decorator-generator-and-lambda-with-python-functions.rst
index 0b013a1..5b6b250 100644
--- a/source/lessons/l13-decorator-generator-and-lambda-with-python-functions.rst
+++ b/source/lessons/l13-decorator-generator-and-lambda-with-python-functions.rst
@@ -27,7 +27,7 @@
 
 
 .. contents:: سرفصل‌ها
-    :depth: 2
+    :depth: 3
 
 ----
 
diff --git a/source/lessons/l14-recursive-functions-and-memoization-in-python.rst b/source/lessons/l14-recursive-functions-and-memoization-in-python.rst
index ba08687..51af0f7 100644
--- a/source/lessons/l14-recursive-functions-and-memoization-in-python.rst
+++ b/source/lessons/l14-recursive-functions-and-memoization-in-python.rst
@@ -29,7 +29,7 @@
 
 
 .. contents:: سرفصل‌ها
-    :depth: 2
+    :depth: 3
 
 ----
 
diff --git a/source/lessons/l15-regular-expression-in-python.rst b/source/lessons/l15-regular-expression-in-python.rst
index e1ab75e..f2f27a5 100644
--- a/source/lessons/l15-regular-expression-in-python.rst
+++ b/source/lessons/l15-regular-expression-in-python.rst
@@ -30,7 +30,7 @@
 
 
 .. contents:: سرفصل‌ها
-    :depth: 2
+    :depth: 3
 
 ----
 
diff --git a/source/lessons/l16-python-module-re.rst b/source/lessons/l16-python-module-re.rst
index 753fec3..74d457e 100644
--- a/source/lessons/l16-python-module-re.rst
+++ b/source/lessons/l16-python-module-re.rst
@@ -28,7 +28,7 @@
 
 
 .. contents:: سرفصل‌ها
-    :depth: 2
+    :depth: 3
 
 ----
 
diff --git a/source/lessons/l17-object-oriented-programming-with-python.rst b/source/lessons/l17-object-oriented-programming-with-python.rst
index 59f094b..023a4e6 100644
--- a/source/lessons/l17-object-oriented-programming-with-python.rst
+++ b/source/lessons/l17-object-oriented-programming-with-python.rst
@@ -27,7 +27,7 @@
 
 
 .. contents:: سرفصل‌ها
-    :depth: 2
+    :depth: 3
 
 ----
 
diff --git a/source/lessons/l18-inheritance-and-association-in-python.rst b/source/lessons/l18-inheritance-and-association-in-python.rst
index c1f32f9..b55578c 100644
--- a/source/lessons/l18-inheritance-and-association-in-python.rst
+++ b/source/lessons/l18-inheritance-and-association-in-python.rst
@@ -28,7 +28,7 @@
 
 
 .. contents:: سرفصل‌ها
-    :depth: 2
+    :depth: 3
 
 ----
 
diff --git a/source/lessons/l19-metaclass-and-abstraction-in-python.rst b/source/lessons/l19-metaclass-and-abstraction-in-python.rst
index 5793d9c..51ac958 100644
--- a/source/lessons/l19-metaclass-and-abstraction-in-python.rst
+++ b/source/lessons/l19-metaclass-and-abstraction-in-python.rst
@@ -28,7 +28,7 @@
 
 
 .. contents:: سرفصل‌ها
-    :depth: 2
+    :depth: 3
 
 ----
 
diff --git a/source/lessons/l20-encapsulation-polymorphism-in-python.rst b/source/lessons/l20-encapsulation-polymorphism-in-python.rst
index 5c59850..2bd23ca 100644
--- a/source/lessons/l20-encapsulation-polymorphism-in-python.rst
+++ b/source/lessons/l20-encapsulation-polymorphism-in-python.rst
@@ -25,7 +25,7 @@
 
 
 .. contents:: سرفصل‌ها
-    :depth: 2
+    :depth: 3
 
 ----
 
diff --git a/source/lessons/l21-descriptors-and-context-manager-in-python.rst b/source/lessons/l21-descriptors-and-context-manager-in-python.rst
index 92c2c29..9849716 100644
--- a/source/lessons/l21-descriptors-and-context-manager-in-python.rst
+++ b/source/lessons/l21-descriptors-and-context-manager-in-python.rst
@@ -25,7 +25,7 @@
 
 
 .. contents:: سرفصل‌ها
-    :depth: 2
+    :depth: 3
 
 ----
 
diff --git a/source/lessons/l22-type-hinting-and-data-class-in-python.rst b/source/lessons/l22-type-hinting-and-data-class-in-python.rst
index 6dc9196..3b3c0d2 100644
--- a/source/lessons/l22-type-hinting-and-data-class-in-python.rst
+++ b/source/lessons/l22-type-hinting-and-data-class-in-python.rst
@@ -29,7 +29,7 @@
 
 
 .. contents:: سرفصل‌ها
-    :depth: 2
+    :depth: 3
 
 ----
 
diff --git a/source/lessons/l23-traceback-and-exception-handling-in-python.rst b/source/lessons/l23-traceback-and-exception-handling-in-python.rst
index 7c45afc..3b24716 100644
--- a/source/lessons/l23-traceback-and-exception-handling-in-python.rst
+++ b/source/lessons/l23-traceback-and-exception-handling-in-python.rst
@@ -29,7 +29,7 @@
 
 
 .. contents:: سرفصل‌ها
-    :depth: 2
+    :depth: 3
 
 ----
 
diff --git a/source/lessons/l24-raise-exception-warning-and-assertion-in-python.rst b/source/lessons/l24-raise-exception-warning-and-assertion-in-python.rst
index 3be95f0..5d4bdca 100644
--- a/source/lessons/l24-raise-exception-warning-and-assertion-in-python.rst
+++ b/source/lessons/l24-raise-exception-warning-and-assertion-in-python.rst
@@ -26,7 +26,7 @@
 
 
 .. contents:: سرفصل‌ها
-    :depth: 2
+    :depth: 3
 
 ----
 
diff --git a/source/lessons/l25-python-module-datetime.rst b/source/lessons/l25-python-module-datetime.rst
index ac936ef..fa49fd1 100644
--- a/source/lessons/l25-python-module-datetime.rst
+++ b/source/lessons/l25-python-module-datetime.rst
@@ -30,7 +30,7 @@
 
 
 .. contents:: سرفصل‌ها
-    :depth: 2
+    :depth: 3
 
 ----
 
diff --git a/source/support.rst b/source/support.rst
index 1862633..3445860 100644
--- a/source/support.rst
+++ b/source/support.rst
@@ -42,15 +42,22 @@
 -----
 
 .. contents:: میان‌بر
-    :depth: 2
+    :depth: 3
 
 -----
 
 
+.. _support-rials: 
+
+پرداخت ریالی
+--------------
+
+
+
 .. _support-c2c: 
 
 کارت به کارت
---------------------
+~~~~~~~~~~~~~~~~~~~
 
 در این روش کمی کارمزد نیز از شما کسر خواهد شد.
 
@@ -62,28 +69,46 @@
 
 
 
+پرداخت ارزی
+--------------
 
 
 .. _support-buy-me-a-coffee: 
 
 Buy me a coffee
-------------------
+~~~~~~~~~~~~~~~~~~~
 
-چنانچه امکان پرداخت ارزی از درگاه‌های بین‌الملی برایتان میسر است. می‌توانید از سرویس  Buy me a coffee استفاده نمایید. [`buymeacoffee.com/saeiddrv <https://www.buymeacoffee.com/saeiddrv>`__]
+ `buymeacoffee.com/saeiddrv <https://www.buymeacoffee.com/saeiddrv>`__
 
 
 .. _support-paypal: 
 
 PayPal
----------
+~~~~~~~~~~~~~~~~~~~
+
+`paypal.me/saeiddrv <https://www.paypal.com/donate/?hosted_button_id=KDHDDPKUGBDKC>`__
+
+.. image:: /_static/PayPal-QR.png
+    :align: center
+    :width: 200
+
+
+
+.. _support-github: 
+
+GitHub
+~~~~~~~~~~~~~~~~~~~
+
+.. raw:: html
+
+
+  <iframe src="https://github.com/sponsors/saeiddrv/card" title="Sponsor saeiddrv" height="225" width="100%" style="border: 0;"></iframe>
 
-چنانچه امکان پرداخت ارزی از درگاه‌های بین‌الملی برایتان میسر است. می‌توانید از درگاه PayPal استفاده نمایید. [`paypal.me/saeiddrv <https://paypal.me/saeiddrv>`__]
 
 .. _support-cryptocurrency: 
 
 رمزارز
 ---------
-اگر با رمزارزها آشنایی دارید:
 
 
 .. _support-btc: 

From bbca5691feb9f99d06bb481169c07096cd8c9ec5 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.drgh@gmail.com>
Date: Sun, 25 Feb 2024 15:52:02 +0100
Subject: [PATCH 73/79] add google ads

---
 source/_templates/sphinx_minoo_theme/includes/header.html | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/source/_templates/sphinx_minoo_theme/includes/header.html b/source/_templates/sphinx_minoo_theme/includes/header.html
index 05eb9d9..82cd874 100644
--- a/source/_templates/sphinx_minoo_theme/includes/header.html
+++ b/source/_templates/sphinx_minoo_theme/includes/header.html
@@ -96,7 +96,10 @@
   gtag('config', 'G-25G1Z7B4EZ');
 </script>
 
+
+<script async src="https://pagead2.googlesyndication.com/pagead/js/adsbygoogle.js?client=ca-pub-4325494309890534" crossorigin="anonymous"></script>
+
 <script type="text/javascript" src="{{ pathto('_static/minoo-20230505.js', 1) }}"></script>
 <script type="text/javascript" src="{{ pathto('_static/modernizr.min.js', 1) }}"></script>
 
- <script async defer src="https://buttons.github.io/buttons.js"></script>
+<script async defer src="https://buttons.github.io/buttons.js"></script>

From 007f0518c654fe842e579d713b34cdbe121a7879 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeid.drgh@gmail.com>
Date: Sat, 2 Mar 2024 16:25:43 +0100
Subject: [PATCH 74/79] fix email

---
 source/_templates/sphinx_minoo_theme/includes/bottom.html | 2 +-
 source/python-resources.rst                               | 2 +-
 source/support-report.rst                                 | 4 ++--
 source/support.rst                                        | 6 +++---
 4 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/source/_templates/sphinx_minoo_theme/includes/bottom.html b/source/_templates/sphinx_minoo_theme/includes/bottom.html
index 190f7d3..a785932 100644
--- a/source/_templates/sphinx_minoo_theme/includes/bottom.html
+++ b/source/_templates/sphinx_minoo_theme/includes/bottom.html
@@ -78,7 +78,7 @@ <h3>از تلاش برای ایجاد و نگهداری این کتاب حمای
                 {%- block footer %} {% endblock %}
            </p>
             <p style="font-size:80%">
-                <a href="mailto:inbox@saeiddrv.com" target="_blank">
+                <a href="mailto:python@saeiddrv.com" target="_blank">
 تماس با نویسنده
                 </a>
             </p>
diff --git a/source/python-resources.rst b/source/python-resources.rst
index 08641d6..ab90ec7 100644
--- a/source/python-resources.rst
+++ b/source/python-resources.rst
@@ -50,7 +50,7 @@ Real Python
 ------------------
 
 .. note::
-    در صورت تمایل به ایجاد پیوند در این صفحه و معرفی به خوانندگان، لطفا توضیحات پروژه متن‌باز مرتبط با آموزش زبان برنامه‌نویسی پایتون خود را به نشانی [inbox@saeiddrv.com] ایمیل نمایید. سپاس فراوان.
+    در صورت تمایل به ایجاد پیوند در این صفحه و معرفی به خوانندگان، لطفا توضیحات پروژه متن‌باز مرتبط با آموزش زبان برنامه‌نویسی پایتون خود را به نشانی [python@saeiddrv.com] ایمیل نمایید. سپاس فراوان.
 
 
 .. _python-persian-pep8: 
diff --git a/source/support-report.rst b/source/support-report.rst
index 1d4accf..8a93be6 100644
--- a/source/support-report.rst
+++ b/source/support-report.rst
@@ -16,10 +16,10 @@
 
 .. note::
 
-    برای مشاهده گزارش پرداخت‌های جدیدتر از بهمن ماه ۱۴۰۲، لطفا به نشانی روبرو مراجعه نمایید:‌ [`PythonInPersian, Donation Information <https://docs.google.com/spreadsheets/d/1wzwUf2RfFfqpCI_LQxb9zxUOP3XjmLZYWdMQiiPgHts/edit?usp=sharing>`__]
+    برای مشاهده گزارش پرداخت‌های جدیدتر از بهمن ماه ۱۴۰۲، لطفا به نشانی روبرو مراجعه نمایید:‌ [`PythonInPersian, Donation Information <https://1drv.ms/x/s!AsKHN_wEbUSfbelxbWUK3P-xsXs?e=w8XxA9>`__]
 
 
-    برای طرح هرگونه سوال یا اعلام مغایرت، لطفا با ایمیل ``inbox@saeiddrv.com`` تماس حاصل بفرمایید. 
+    برای طرح هرگونه سوال یا اعلام مغایرت، لطفا با ایمیل ``python@saeiddrv.com`` تماس حاصل بفرمایید. 
 
 ----
 
diff --git a/source/support.rst b/source/support.rst
index 3445860..5fe4d3e 100644
--- a/source/support.rst
+++ b/source/support.rst
@@ -31,11 +31,11 @@
 
     لطفا پس از حمایت نقدی، اطلاعات مربوط به آن را از طریق لینک زیر با دیگران به اشتراک بگذارید.
 
-    [`PythonInPersian, Donation Information <https://docs.google.com/spreadsheets/d/1wzwUf2RfFfqpCI_LQxb9zxUOP3XjmLZYWdMQiiPgHts/edit?usp=sharing>`__]
+    [`PythonInPersian, Donation Information <https://1drv.ms/x/s!AsKHN_wEbUSfbelxbWUK3P-xsXs?e=w8XxA9>`__]
 
-    اطاعات از طریق یک فایل اکسل به اشتراک گذاشته شده، جمع‌آوری می‌گردد. تاریخ تغییرات نگهداری می‌شود اما در صورت تمایل می‌توانید از منوی `Data` و سپس گزینه `Protected sheets & ranges` سطر مربوط به خود را قفل و از تغییرات ناخواسته محافظت نمایید!
+    اطاعات از طریق یک فایل اکسل به اشتراک گذاشته شده، جمع‌آوری می‌گردد. تاریخ تغییرات نگهداری می‌شود.
 
-    برای طرح هرگونه سوال یا نظر، لطفا با ایمیل ``inbox@saeiddrv.com`` تماس حاصل بفرمایید. 
+    برای طرح هرگونه سوال یا نظر، لطفا با ایمیل ``python@saeiddrv.com`` تماس حاصل بفرمایید. 
 
 
 

From 7cce75805bbba8bfbcb08c0a77178b4b9599ea71 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeiddrv@proton.me>
Date: Sun, 25 May 2025 12:37:21 +0200
Subject: [PATCH 75/79] Update README.md

changed domain
---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 3aa10e2..753a2ce 100644
--- a/README.md
+++ b/README.md
@@ -8,7 +8,7 @@
     <img height="300" src="https://python.coderz.club/_images/python-3-11.png">
 </p>
 
-This is an open-source and online book that provides a comprehensive tutorial on the Python programming language in Persian. The book is available at [python.coderz.club](https://python.coderz.club/) and covers a wide range of topics, including:
+This is an open-source and online book that provides a comprehensive tutorial on the Python programming language in Persian. The book is available at [PythonPersian.com](https://pythonpersian.com/) and covers a wide range of topics, including:
 
 - Introduction
 - Setup and starting a new project
@@ -33,7 +33,7 @@ This book is designed for Persian-speaking learners without prior experience wit
 
 To get started with this book, you can:
 
-- Simply visit [python.coderz.club](https://python.coderz.club/) and start reading. 
+- Simply visit [PythonPersian.com](https://pythonpersian.com/) and start reading. 
 
 - Download the source code from GitHub and run it on your local machine:
 

From de64e61613c82cfdb2ecd64726556072bef2bf64 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeiddrv@proton.me>
Date: Sun, 25 May 2025 13:40:10 +0200
Subject: [PATCH 76/79] change domain

---
 .github/FUNDING.yml                           |  2 +-
 README.md                                     |  4 +-
 source/_static/robots.txt                     |  2 +-
 source/_static/sitemap-index.xml              | 72 +++++++++----------
 .../sphinx_minoo_theme/includes/bottom.html   | 10 ++-
 .../sphinx_minoo_theme/includes/header.html   | 10 +--
 source/changelog.rst                          | 16 +++--
 7 files changed, 59 insertions(+), 57 deletions(-)

diff --git a/.github/FUNDING.yml b/.github/FUNDING.yml
index 3080ba8..dc71af1 100644
--- a/.github/FUNDING.yml
+++ b/.github/FUNDING.yml
@@ -1 +1 @@
-custom: ['https://www.buymeacoffee.com/saeiddrv', 'https://paypal.me/saeiddrv', 'https://python.coderz.club/support.html']
+custom: ['https://www.buymeacoffee.com/saeiddrv', 'https://paypal.me/saeiddrv', 'https://pythonpersian.com/support.html']
diff --git a/README.md b/README.md
index 753a2ce..924e170 100644
--- a/README.md
+++ b/README.md
@@ -4,8 +4,8 @@
 [![Documentation Status](https://readthedocs.org/projects/pythonpersiantutorial/badge/?version=latest)](https://readthedocs.org/projects/pythonpersiantutorial/?badge=latest)
 
 <p align="center">
-    <img height="300" src="https://python.coderz.club/_images/python-in-persian-book-cover.png">
-    <img height="300" src="https://python.coderz.club/_images/python-3-11.png">
+    <img height="300" src="https://pythonpersian.com/_images/python-in-persian-book-cover.png">
+    <img height="300" src="https://pythonpersian.com/_images/python-3-11.png">
 </p>
 
 This is an open-source and online book that provides a comprehensive tutorial on the Python programming language in Persian. The book is available at [PythonPersian.com](https://pythonpersian.com/) and covers a wide range of topics, including:
diff --git a/source/_static/robots.txt b/source/_static/robots.txt
index 42f6430..81a40d5 100644
--- a/source/_static/robots.txt
+++ b/source/_static/robots.txt
@@ -2,6 +2,6 @@ User-agent: *
 
 Disallow: 
 
-Sitemap: https://python.coderz.club/_static/sitemap-index.xml
+Sitemap: https://pythonpersian.com/_static/sitemap-index.xml
 
 
diff --git a/source/_static/sitemap-index.xml b/source/_static/sitemap-index.xml
index 740db69..b0009da 100644
--- a/source/_static/sitemap-index.xml
+++ b/source/_static/sitemap-index.xml
@@ -5,182 +5,182 @@
       xsi:schemaLocation="http://www.sitemaps.org/schemas/sitemap/0.9
             http://www.sitemaps.org/schemas/sitemap/0.9/sitemap.xsd">
 <url>
-  <loc>https://python.coderz.club/</loc>
+  <loc>https://pythonpersian.com/</loc>
   <lastmod>2021-03-17T17:10:23+00:00</lastmod>
   <priority>1.00</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/preface.html</loc>
+  <loc>https://pythonpersian.com/preface.html</loc>
   <lastmod>2021-03-17T17:10:24+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/lessons/l01-introduction-to-python.html</loc>
+  <loc>https://pythonpersian.com/lessons/l01-introduction-to-python.html</loc>
   <lastmod>2023-03-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/lessons/l02-setup-python.html</loc>
+  <loc>https://pythonpersian.com/lessons/l02-setup-python.html</loc>
   <lastmod>2023-03-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/lessons/l03-create-and-run-a-python-project.html</loc>
+  <loc>https://pythonpersian.com/lessons/l03-create-and-run-a-python-project.html</loc>
   <lastmod>2023-03-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/lessons/l04-python-interactive-mode.html</loc>
+  <loc>https://pythonpersian.com/lessons/l04-python-interactive-mode.html</loc>
   <lastmod>2023-03-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/lessons/l05-object-oriented-programming.html</loc>
+  <loc>https://pythonpersian.com/lessons/l05-object-oriented-programming.html</loc>
   <lastmod>2023-03-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/lessons/l06-python-syntax.html</loc>
+  <loc>https://pythonpersian.com/lessons/l06-python-syntax.html</loc>
   <lastmod>2023-03-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/lessons/l07-numeric-types-in-python.html</loc>
+  <loc>https://pythonpersian.com/lessons/l07-numeric-types-in-python.html</loc>
   <lastmod>2023-03-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/lessons/l07-string-and-bytes-in-python.html</loc>
+  <loc>https://pythonpersian.com/lessons/l07-string-and-bytes-in-python.html</loc>
   <lastmod>2023-03-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/lessons/l08-list-and-tuple-in-python.html</loc>
+  <loc>https://pythonpersian.com/lessons/l08-list-and-tuple-in-python.html</loc>
   <lastmod>2023-03-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/lessons/l08-set-and-dict-in-python.html</loc>
+  <loc>https://pythonpersian.com/lessons/l08-set-and-dict-in-python.html</loc>
   <lastmod>2023-03-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/lessons/l09-control-flow-statements-in-python.html</loc>
+  <loc>https://pythonpersian.com/lessons/l09-control-flow-statements-in-python.html</loc>
   <lastmod>2023-03-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/lessons/l10-input-print-and-files-in-python.html</loc>
+  <loc>https://pythonpersian.com/lessons/l10-input-print-and-files-in-python.html</loc>
   <lastmod>2023-04-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/lessons/l11-python-standard-library.html</loc>
+  <loc>https://pythonpersian.com/lessons/l11-python-standard-library.html</loc>
   <lastmod>2023-04-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/lessons/l12-function-in-python.html</loc>
+  <loc>https://pythonpersian.com/lessons/l12-function-in-python.html</loc>
   <lastmod>2023-04-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/lessons/l13-decorator-generator-and-lambda-with-python-functions.html</loc>
+  <loc>https://pythonpersian.com/lessons/l13-decorator-generator-and-lambda-with-python-functions.html</loc>
   <lastmod>2023-04-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/lessons/l14-recursive-functions-and-memoization-in-python.html</loc>
+  <loc>https://pythonpersian.com/lessons/l14-recursive-functions-and-memoization-in-python.html</loc>
   <lastmod>2023-04-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/lessons/l15-regular-expression-in-python.html</loc>
+  <loc>https://pythonpersian.com/lessons/l15-regular-expression-in-python.html</loc>
   <lastmod>2023-04-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/lessons/l16-python-module-re.html</loc>
+  <loc>https://pythonpersian.com/lessons/l16-python-module-re.html</loc>
   <lastmod>2023-04-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/lessons/l17-object-oriented-programming-with-python.html</loc>
+  <loc>https://pythonpersian.com/lessons/l17-object-oriented-programming-with-python.html</loc>
   <lastmod>2023-04-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/lessons/l18-inheritance-and-association-in-python.html</loc>
+  <loc>https://pythonpersian.com/lessons/l18-inheritance-and-association-in-python.html</loc>
   <lastmod>2023-04-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/lessons/l19-metaclass-and-abstraction-in-python.html</loc>
+  <loc>https://pythonpersian.com/lessons/l19-metaclass-and-abstraction-in-python.html</loc>
   <lastmod>2023-04-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/lessons/l20-encapsulation-polymorphism-in-python.html</loc>
+  <loc>https://pythonpersian.com/lessons/l20-encapsulation-polymorphism-in-python.html</loc>
   <lastmod>2023-04-18T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/lessons/l21-descriptors-and-context-manager-in-python.html</loc>
+  <loc>https://pythonpersian.com/lessons/l21-descriptors-and-context-manager-in-python.html</loc>
   <lastmod>2023-04-19T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/lessons/l22-type-hinting-and-data-class-in-python.html</loc>
+  <loc>https://pythonpersian.com/lessons/l22-type-hinting-and-data-class-in-python.html</loc>
   <lastmod>2023-04-19T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/lessons/l23-traceback-and-exception-handling-in-python.html</loc>
+  <loc>https://pythonpersian.com/lessons/l23-traceback-and-exception-handling-in-python.html</loc>
   <lastmod>2023-04-29T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/lessons/l24-raise-exception-warning-and-assertion-in-python.html</loc>
+  <loc>https://pythonpersian.com/lessons/l24-raise-exception-warning-and-assertion-in-python.html</loc>
   <lastmod>2023-04-01T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/lessons/l25-python-module-datetime.html</loc>
+  <loc>https://pythonpersian.com/lessons/l25-python-module-datetime.html</loc>
   <lastmod>2023-04-15T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/changelog.html</loc>
+  <loc>https://pythonpersian.com/changelog.html</loc>
   <lastmod>2023-04-17T17:10:19+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/support.html</loc>
+  <loc>https://pythonpersian.com/support.html</loc>
   <lastmod>2023-04-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/support-report.html</loc>
+  <loc>https://pythonpersian.com/support-report.html</loc>
   <lastmod>2023-04-17T17:10:25+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/python-interactive.html</loc>
+  <loc>https://pythonpersian.com/python-interactive.html</loc>
   <lastmod>2021-04-17T17:10:19+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/python-resources.html</loc>
+  <loc>https://pythonpersian.com/python-resources.html</loc>
   <lastmod>2021-04-20T17:10:19+00:00</lastmod>
   <priority>0.80</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/index.html</loc>
+  <loc>https://pythonpersian.com/index.html</loc>
   <lastmod>2021-04-17T17:10:23+00:00</lastmod>
   <priority>0.64</priority>
 </url>
 <url>
-  <loc>https://python.coderz.club/challenges/python-code-challenges-basic.html</loc>
+  <loc>https://pythonpersian.com/challenges/python-code-challenges-basic.html</loc>
   <lastmod>2023-05-05T17:10:23+00:00</lastmod>
   <priority>0.64</priority>
 </url>
diff --git a/source/_templates/sphinx_minoo_theme/includes/bottom.html b/source/_templates/sphinx_minoo_theme/includes/bottom.html
index a785932..a4e1e36 100644
--- a/source/_templates/sphinx_minoo_theme/includes/bottom.html
+++ b/source/_templates/sphinx_minoo_theme/includes/bottom.html
@@ -5,7 +5,7 @@
                 {% if theme_direction == "ltr" %}
                     {% if prev %}
                     <a href="{{ prev.link|e }}" style="float:left;" title="{{ prev.title|striptags|e }}" accesskey="p"><i class="fa fa-chevron-left"></i>&nbsp; {{glossary.btn_previous}}</a>
-                    {% endif %} 
+                    {% endif %}
                     {% if next %}
                     <a href="{{ next.link|e }}" style="float:right;" title="{{ next.title|striptags|e }}" accesskey="n">{{glossary.btn_next}} &nbsp;<i class="fa fa-chevron-right"></i></a>
                     {% endif %}
@@ -29,8 +29,7 @@ <h3>از تلاش برای ایجاد و نگهداری این کتاب حمای
 </a>
 <br>
 <hr style="border: 1px solid #E8EAF6;margin-right: -32px;margin-left: -32px;">
-<!-- AddToAny BEGIN -->
-<div class="a2a_kit a2a_kit_size_32 a2a_default_style" data-a2a-url="https://python.coderz.club" data-a2a-title="کتاب پایتون به پارسی">
+<div class="a2a_kit a2a_kit_size_32 a2a_default_style" data-a2a-url="https://pythonpersian.com" data-a2a-title="کتاب پایتون به پارسی">
 <a class="a2a_dd" href="https://www.addtoany.com/share"></a>
 <a class="a2a_button_facebook"></a>
 <a class="a2a_button_twitter"></a>
@@ -46,7 +45,7 @@ <h3>از تلاش برای ایجاد و نگهداری این کتاب حمای
 </div>
 
 
-        <div id="body-footer" style="padding:32px">  
+        <div id="body-footer" style="padding:32px">
             <p>
                 {%- if show_copyright %}
                     {%- if hasdoc('copyright') %}
@@ -82,5 +81,4 @@ <h3>از تلاش برای ایجاد و نگهداری این کتاب حمای
 تماس با نویسنده
                 </a>
             </p>
-        </div> 
-
+        </div>
diff --git a/source/_templates/sphinx_minoo_theme/includes/header.html b/source/_templates/sphinx_minoo_theme/includes/header.html
index 82cd874..e072b9e 100644
--- a/source/_templates/sphinx_minoo_theme/includes/header.html
+++ b/source/_templates/sphinx_minoo_theme/includes/header.html
@@ -1,8 +1,7 @@
 
 <meta charset="utf-8">
 <meta name="viewport" content="width=device-width, initial-scale=1">
-<meta name="google-site-verification" content="IK2uIb0qP_6M9oopAJzjrXSMXGbyifQfX7nRlr2b0vI" />
-<link rel="alternate" href="https://python.coderz.club/{{ pagename }}.html" hreflang="fa-ir" />
+<link rel="alternate" href="https://pythonpersian.com/{{ pagename }}.html" hreflang="fa-ir" />
 <link type="text/css" rel="stylesheet" href="https://cdn.jsdelivr.net/npm/vazir-font@28.0.0/dist/font-face.css">
 
 {{ metatags }}
@@ -87,18 +86,15 @@
 {% endif %}
 
 <!-- Google tag (gtag.js) -->
-<script async src="https://www.googletagmanager.com/gtag/js?id=G-25G1Z7B4EZ"></script>
+<script async src="https://www.googletagmanager.com/gtag/js?id=G-KZ992ZME9G"></script>
 <script>
   window.dataLayer = window.dataLayer || [];
   function gtag(){dataLayer.push(arguments);}
   gtag('js', new Date());
 
-  gtag('config', 'G-25G1Z7B4EZ');
+  gtag('config', 'G-KZ992ZME9G');
 </script>
 
-
-<script async src="https://pagead2.googlesyndication.com/pagead/js/adsbygoogle.js?client=ca-pub-4325494309890534" crossorigin="anonymous"></script>
-
 <script type="text/javascript" src="{{ pathto('_static/minoo-20230505.js', 1) }}"></script>
 <script type="text/javascript" src="{{ pathto('_static/modernizr.min.js', 1) }}"></script>
 
diff --git a/source/changelog.rst b/source/changelog.rst
index 88751ff..0670500 100644
--- a/source/changelog.rst
+++ b/source/changelog.rst
@@ -6,11 +6,20 @@
    :keywords: معرفی پایتون, تاریخچه پایتون, کارایی پایتون, نسخه های پایتون, ویژگی های پایتون, آشنایی با پایتون, آموزش, آموزش پایتون, آموزش برنامه نویسی, پایتون
 
 
-.. _reports: 
+.. _reports:
 
 گزارش توسعه
 =============
 
+.. raw:: html
+
+    <p class="rubric" id="00140" ><a class="reference external" href="#00140">00140</a> - یک‌شنبه ۴ خرداد  ۱۴۰۳</p>
+
+* دامنه کتاب به ``https://pythonpersian.com`` تغییر یافته است.
+* دامنه‌های قبلی ``https://python.coderz.club`` و ``https://python.coderz.ir`` تا پایان امسال همچنان معتبر هستند.
+
+----
+
 
 .. raw:: html
 
@@ -19,7 +28,6 @@
 * دامنه سرویس کدرز به  ``club.‍‍`` تغییر داده شد.
 * صفحه حمایت مالی بروز گردید.
 
-
 ----
 
 
@@ -341,7 +349,7 @@
 
     <p class="rubric" id="00110" ><a class="reference external" href="#00110">00110</a> - چهارشنبه ۵ تیر ۱۳۹۸</p>
 
-درس دوازدهم اضافه شد. با امید اینکه بروز رسانی‌های بعدی در فاصله زمانی کمتری انجام بشه. 
+درس دوازدهم اضافه شد. با امید اینکه بروز رسانی‌های بعدی در فاصله زمانی کمتری انجام بشه.
 :emoji-size:`😉`
 
 ----
@@ -374,7 +382,7 @@
 
     <p class="rubric" id="00107" ><a class="reference external" href="#00107">00107</a> - جمعه ۲۰ آذر ۱۳۹۴</p>
 
-درس دهم با عنوان «ورودی و خروجی» به فهرست کتاب افزوده شد. 
+درس دهم با عنوان «ورودی و خروجی» به فهرست کتاب افزوده شد.
 :emoji-size:`😉`
 
 ----

From b814f447d154b31d991593b1199e7fb9a4a0509a Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeiddrv@proton.me>
Date: Sun, 25 May 2025 13:47:23 +0200
Subject: [PATCH 77/79] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 924e170..74ae096 100644
--- a/README.md
+++ b/README.md
@@ -74,7 +74,7 @@ If you'd like to contribute to the book, you can fork the repository on GitHub a
 
 ## Credits
 
-This book was authored by [**Saeid Darvish**](https://saeiddrv.com).
+This book was authored by [**Saeid Darvishghazvini**](https://saeiddrv.com).
 
 ## License
 

From 339aed8f2f5facf2eee123699cf98e249faaa4e2 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeiddrv@proton.me>
Date: Sun, 25 May 2025 14:34:43 +0200
Subject: [PATCH 78/79] add a auto-detected dark-style

---
 README.md                                     |  26 +-
 .../sphinx_minoo_theme/includes/header.html   |  16 +-
 .../sphinx_minoo_theme/includes/top.html      |   3 +-
 .../sphinx_minoo_theme/static/minoo-dark.css  | 224 ++++++++++++++++++
 source/conf.py                                |   4 +-
 5 files changed, 255 insertions(+), 18 deletions(-)
 create mode 100644 source/_templates/sphinx_minoo_theme/static/minoo-dark.css

diff --git a/README.md b/README.md
index 924e170..4114ca9 100644
--- a/README.md
+++ b/README.md
@@ -33,40 +33,41 @@ This book is designed for Persian-speaking learners without prior experience wit
 
 To get started with this book, you can:
 
-- Simply visit [PythonPersian.com](https://pythonpersian.com/) and start reading. 
+- Simply visit [PythonPersian.com](https://pythonpersian.com/) and start reading.
 
 - Download the source code from GitHub and run it on your local machine:
 
   ```
   $ git clone https://github.com/saeiddrv/PythonPersianTutorial.git
-  
+
+  $ cd PythonPersianTutorial
+
   $ pip install -U pip
   $ pip install virtualenv
   $ python -m virtualenv .venv
   $ source .venv/bin/activate
-  
-  $ cd PythonPersianTutorial
+
   $ pip install -r requirements.txt
-  
+
   $ make html
-  
+
   $ cd ./build/html
   $ python -m http.server 8000
   ```
   then visit http://127.0.0.1:8000
-  
+
 - Download the source code from GitHub and run it in Docker:
-  
+
   ```
   $ git clone https://github.com/saeiddrv/PythonPersianTutorial.git
-  
+
   $ cd PythonPersianTutorial
-  
+
   $ docker build -t pypersian .
   $ docker run -d --name pypersian -p 80:8000 pypersian
   ```
   then visit http://127.0.0.1
- 
+
 
 ## Contributions
 
@@ -74,7 +75,7 @@ If you'd like to contribute to the book, you can fork the repository on GitHub a
 
 ## Credits
 
-This book was authored by [**Saeid Darvish**](https://saeiddrv.com).
+This book was authored by [**Saeid Darvishghazvini**](https://saeiddrv.com).
 
 ## License
 
@@ -83,4 +84,3 @@ This book is licensed under the Creative Commons Attribution-NonCommercial-Share
 ## Acknowledgments
 
 Special thanks to the Python community and the contributors of open-source Python packages and libraries, without whom this book would not have been possible.
-
diff --git a/source/_templates/sphinx_minoo_theme/includes/header.html b/source/_templates/sphinx_minoo_theme/includes/header.html
index e072b9e..485ec8e 100644
--- a/source/_templates/sphinx_minoo_theme/includes/header.html
+++ b/source/_templates/sphinx_minoo_theme/includes/header.html
@@ -38,9 +38,11 @@
 {% if theme_direction == "ltr" %}
     <link rel="stylesheet" type=text/css href="{{ pathto('_static/minoo-ltr.css', 1) }}">
 {% else %}
-    <link rel="stylesheet" type=text/css href="{{ pathto('_static/minoo-20240224.css', 1) }}">
+    <link rel="stylesheet" type="text/css" href="{{ pathto('_static/minoo-20240224.css', 1) }}">
 {% endif %}
 
+    <link id="dark-style" rel="stylesheet" type="text/css" href="{{ pathto('_static/minoo-dark.css', 1) }}" disabled>
+
 {%- block linktags %}
     {%- if hasdoc('about') %}
         <link rel="author" title="{{ _('About these documents') }}" href="{{ pathto('about') }}" />
@@ -99,3 +101,15 @@
 <script type="text/javascript" src="{{ pathto('_static/modernizr.min.js', 1) }}"></script>
 
 <script async defer src="https://buttons.github.io/buttons.js"></script>
+
+<script>
+  const darkThemeLink = document.getElementById('dark-style');
+  function applySystemThemePreference() {
+    const prefersDark = window.matchMedia('(prefers-color-scheme: dark)').matches;
+    darkThemeLink.disabled = !prefersDark;
+  }
+  // Initial check
+  applySystemThemePreference();
+  // Listen for changes to system theme
+  window.matchMedia('(prefers-color-scheme: dark)').addEventListener('change', applySystemThemePreference);
+</script>
diff --git a/source/_templates/sphinx_minoo_theme/includes/top.html b/source/_templates/sphinx_minoo_theme/includes/top.html
index b2564f9..5de9338 100644
--- a/source/_templates/sphinx_minoo_theme/includes/top.html
+++ b/source/_templates/sphinx_minoo_theme/includes/top.html
@@ -10,7 +10,6 @@
         <a><i class="fa fa-folder-open-o"></i>&nbsp; {{ title }}</a>
     {% else %}
         <a><i class="fa fa-folder-o"></i>&nbsp; {{glossary.root_page}}</a>
-        <a href="https://coderz.club/python" class="top-src" target="_blank"><i class="fa fa-map-marker"></i>&nbsp; در کدرز</a>
     {% endif %}
     {% if pagename != "search" %}
         {% if display_github %}
@@ -38,7 +37,7 @@
 		<i class="fa fa-gift" aria-hidden="true"></i> حمایت مالی
 		</a>
 	</div>
-	
+
 
 
 	<div class="top-links" style="direction: ltr;float: right;">
diff --git a/source/_templates/sphinx_minoo_theme/static/minoo-dark.css b/source/_templates/sphinx_minoo_theme/static/minoo-dark.css
new file mode 100644
index 0000000..cf25c27
--- /dev/null
+++ b/source/_templates/sphinx_minoo_theme/static/minoo-dark.css
@@ -0,0 +1,224 @@
+/* Base Layout */
+body {
+  background-color: #121212;
+  color: #e0e0e0;
+}
+
+a, ul>li>a, ol>li>a {
+  color: #81D4FA;
+}
+a:hover, ul>li>a:hover, ol>li>a:hover {
+  color: #66BB6A;
+}
+
+/* Headers */
+h1, h2, h3, h4, h5, h6 {
+  color: #ffffff;
+}
+h1 {
+  background-color: #303F9F;
+  border-color: #1A237E;
+}
+h2, h3 {
+  background-color: #1A237E;
+  border-color: #303F9F !important;
+}
+
+/* Tables and Lines */
+thead, caption {
+  background-color: #1A237E;
+  color: #ffffff;
+}
+hr {
+  border-top: 1px solid #333;
+}
+.table-striped > tbody > tr:nth-of-type(odd),
+tr.row-even {
+  background-color: #1E1E1E;
+}
+.table-bordered th, .table-bordered td {
+  border-color: #424242;
+}
+
+/* Code Blocks */
+code, kbd, pre, samp {
+  background-color: #1E1E1E;
+  color: #ECEFF1;
+}
+.linenodiv pre {
+  background-color: #303F9F;
+  color: #ECEFF1;
+}
+
+/* Highlighting */
+.highlighted {
+  background-color: #FBC02D;
+  color: #212121;
+}
+
+/* Sidebar and Navigation */
+#page-sidebar,
+#sidebar-top,
+#wrapper-page-sidebar,
+#wrapper-sidebar-bottom,
+#sidebar-bottom,
+#sidebar-bottom-versions {
+  background-color: #263238;
+  color: #ffffff;
+}
+#sidebar-top-title a,
+#sidebar-top-links a {
+  color: #B3E5FC;
+}
+#sidebar-top-title a:hover,
+#sidebar-top-links a:hover {
+  color: #80CBC4;
+}
+#navigation-toggle {
+  background-color: #263238;
+}
+#input-search {
+  color: #e0e0e0;
+  box-shadow: inset 0 -1px 0 #80CBC4;
+}
+
+/* Top and Footer */
+#body-top {
+  color: #90CAF9;
+  border-bottom-color: #333;
+}
+#body-btn a {
+  background-color: #303F9F;
+}
+#body-btn a:hover {
+  background-color: #66BB6A;
+}
+#body-footer {
+  background-color: #1A237E;
+  color: #e0e0e0;
+}
+
+/* Back to Top */
+.back-to-top {
+  color: #90CAF9;
+}
+
+/* Sidebar Block */
+.sidebar {
+  background-color: #263238;
+  border-color: #37474F;
+}
+.sidebar .sidebar-title {
+  background-color: #303F9F;
+}
+
+/* Contents Tree Navigation */
+.contents.topic li > a,
+.toctree-wrapper li > a {
+  background-color: #37474F;
+  color: #ffffff;
+}
+.contents.topic li > a:hover,
+.toctree-wrapper li > a:hover {
+  background-color: #546E7A;
+}
+.contents.topic li > ul > li > a,
+.toctree-wrapper li > ul > li > a {
+  background-color: #455A64;
+  color: #ffffff;
+}
+.contents.topic li > ul > li > a:hover,
+.toctree-wrapper li > ul > li > a:hover {
+  background-color: #546E7A;
+}
+
+/* Selection */
+::selection {
+  background-color: #3949AB;
+  color: #FAFAFA;
+}
+
+/* === Admonitions (Dark Theme Adjusted) === */
+.admonition {
+  background-color: #263238;
+  color: #e0e0e0;
+}
+.admonition .admonition-title {
+  color: #ffffff;
+}
+
+/* NOTE & ATTENTION */
+.admonition.note,
+.admonition.attention {
+  background-color: #263238;
+}
+.admonition.note .admonition-title,
+.admonition.attention .admonition-title {
+  background-color: #42A5F5;
+}
+
+/* TIP & IMPORTANT */
+.admonition.tip,
+.admonition.important {
+  background-color: #263238;
+}
+.admonition.tip .admonition-title,
+.admonition.important .admonition-title {
+  background-color: #26A69A;
+}
+
+/* HINT & WARNING */
+.admonition.hint,
+.admonition.warning {
+  background-color: #263238;
+}
+.admonition.hint .admonition-title,
+.admonition.warning .admonition-title {
+  background-color: #F57C00;
+}
+
+/* ERROR & DANGER */
+.admonition.error,
+.admonition.danger {
+  background-color: #263238;
+}
+.admonition.error .admonition-title,
+.admonition.danger .admonition-title {
+  background-color: #E53935;
+}
+
+/* CAUTION */
+.admonition.caution {
+  background-color: #263238;
+}
+.admonition.caution .admonition-title {
+  background-color: #C0CA33;
+}
+
+/* Generic fallback */
+.admonition:not(
+  .note,
+  .attention,
+  .tip,
+  .important,
+  .hint,
+  .warning,
+  .error,
+  .danger,
+  .caution
+) {
+  background-color: #37474F;
+}
+.admonition:not(
+  .note,
+  .attention,
+  .tip,
+  .important,
+  .hint,
+  .warning,
+  .error,
+  .danger,
+  .caution
+) .admonition-title {
+  background-color: #78909C;
+}
diff --git a/source/conf.py b/source/conf.py
index 760cb0d..d0b689a 100644
--- a/source/conf.py
+++ b/source/conf.py
@@ -7,8 +7,8 @@
 # https://www.sphinx-doc.org/en/master/usage/configuration.html#project-information
 
 project = 'پایتون به پارسی'
-copyright = '2015, Saeid Darvish'
-author = 'Saeid Darvish'
+copyright = '2015, Saeid Darvishghazvini'
+author = 'Saeid Darvishghazvini'
 
 # -- General configuration ---------------------------------------------------
 # https://www.sphinx-doc.org/en/master/usage/configuration.html#general-configuration

From 955ff6c6ddfc5a77f8bcf5c210a8773fcb503472 Mon Sep 17 00:00:00 2001
From: Saeid Darvish <saeiddrv@proton.me>
Date: Sun, 27 Jul 2025 16:31:47 +0200
Subject: [PATCH 79/79] update support-report-link

---
 .../_static/cryptocurrency/saeiddrv-btc.jpg   | Bin 43865 -> 3695 bytes
 .../_static/cryptocurrency/saeiddrv-doge.jpg  | Bin 44263 -> 0 bytes
 .../_static/cryptocurrency/saeiddrv-eth.jpg   | Bin 46300 -> 0 bytes
 .../_static/cryptocurrency/saeiddrv-ltc.jpg   | Bin 45039 -> 0 bytes
 source/support-report.rst                     |   2 +-
 source/support.rst                            |  46 +-----------------
 6 files changed, 3 insertions(+), 45 deletions(-)
 delete mode 100644 source/_static/cryptocurrency/saeiddrv-doge.jpg
 delete mode 100644 source/_static/cryptocurrency/saeiddrv-eth.jpg
 delete mode 100644 source/_static/cryptocurrency/saeiddrv-ltc.jpg

diff --git a/source/_static/cryptocurrency/saeiddrv-btc.jpg b/source/_static/cryptocurrency/saeiddrv-btc.jpg
index ca4178e9c8d7d0caaa89cd2e19effefd57c9373b..aea32faf33ca5b22cb8a662e1d97933b98ee2c91 100644
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diff --git a/source/support-report.rst b/source/support-report.rst
index 8a93be6..e9ec19a 100644
--- a/source/support-report.rst
+++ b/source/support-report.rst
@@ -16,7 +16,7 @@
 
 .. note::
 
-    برای مشاهده گزارش پرداخت‌های جدیدتر از بهمن ماه ۱۴۰۲، لطفا به نشانی روبرو مراجعه نمایید:‌ [`PythonInPersian, Donation Information <https://1drv.ms/x/s!AsKHN_wEbUSfbelxbWUK3P-xsXs?e=w8XxA9>`__]
+    برای مشاهده گزارش پرداخت‌های جدیدتر از بهمن ماه ۱۴۰۲، لطفا به نشانی روبرو مراجعه نمایید:‌ [`PythonInPersian, Donation Information <https://1drv.ms/x/c/9f446d04fc3787c2/ESTkCKJLXrxIgIVCKPa3PTsBTtFxGPd9PxXu9YcMwTwnzQ?e=g4RIg6>`__]
 
 
     برای طرح هرگونه سوال یا اعلام مغایرت، لطفا با ایمیل ``python@saeiddrv.com`` تماس حاصل بفرمایید. 
diff --git a/source/support.rst b/source/support.rst
index 5fe4d3e..dcf49ca 100644
--- a/source/support.rst
+++ b/source/support.rst
@@ -31,7 +31,7 @@
 
     لطفا پس از حمایت نقدی، اطلاعات مربوط به آن را از طریق لینک زیر با دیگران به اشتراک بگذارید.
 
-    [`PythonInPersian, Donation Information <https://1drv.ms/x/s!AsKHN_wEbUSfbelxbWUK3P-xsXs?e=w8XxA9>`__]
+    [`PythonInPersian, Donation Information <https://forms.office.com/r/MQBfUtZQdk>`__]
 
     اطاعات از طریق یک فایل اکسل به اشتراک گذاشته شده، جمع‌آوری می‌گردد. تاریخ تغییرات نگهداری می‌شود.
 
@@ -122,49 +122,7 @@ GitHub
 
 ::
 
-    bc1q8sdd2zarj4swalx2f895y2v3exk53rh7t8jzve
-
-
-.. _support-eth: 
-
-اتریوم (ETH)
-~~~~~~~~~~~~~~~~~~~
-
-.. image:: /_static/cryptocurrency/saeiddrv-eth.jpg
-    :align: center
-    :width: 256
-
-:: 
-
-    0x7218D1c2c9614e5f3c9959c1b9D2f36592aAa4c7
-
-
-.. _support-ltc: 
-
-لایت کوین (LTC)
-~~~~~~~~~~~~~~~~~~~
-
-.. image:: /_static/cryptocurrency/saeiddrv-ltc.jpg
-    :align: center
-    :width: 256
-
-::
-
-    ltc1qsw63lq9a6c9r8ukufrk6rkg4lge5tn528k2qwd
-
-
-.. _support-doge: 
-
-دوج (DOGE)
-~~~~~~~~~~~~~~~~~~~
-
-.. image:: /_static/cryptocurrency/saeiddrv-doge.jpg
-    :align: center
-    :width: 256
-
-:: 
-
-    DNWR6VJMXV7HwMyj28WVHTMJSCKEr6mKvz
+    bc1qm79cv4awm65l366mmzy5sggcj9ejy6mel9rmx5
 
 
 .. _support-non: