

{"id":21671,"date":"2018-07-18T03:30:15","date_gmt":"2018-07-18T03:30:15","guid":{"rendered":"https:\/\/data-flair.training\/blogs\/?p=21671"},"modified":"2026-04-11T15:53:51","modified_gmt":"2026-04-11T10:23:51","slug":"python-interpreter","status":"publish","type":"post","link":"https:\/\/data-flair.training\/blogs\/python-interpreter\/","title":{"rendered":"What is Python Interpreter &#8211; Environment, Invoking &amp; Working"},"content":{"rendered":"<p>Ever wondered how the plain text you write as .py turns into a living, breathing application? The answer is the Python interpreter\u2014the invisible engine that reads, understands, and runs your code. In this deep dive, we\u2019ll walk through everything you need to know about it, using clear, friendly language that even a middle-school student can follow. By the end, you\u2019ll grasp how the interpreter works, why it matters, and how to choose the right one for your projects.<\/p>\n<p>So, let\u2019s start the Python Interpreter Tutorial.<\/p>\n<h3>Python Interpreter &amp; its Environment (Source Code Encoding)<\/h3>\n<p>The default encoding for a Python source file is UTF-8. This is a <em>Unicode Standard variable-width character encoding;<\/em> it can encode 1,112,064 valid code points in Unicode using up to four 8-bit bytes.<\/p>\n<p>Using this encoding, we can use characters of most languages \u2013 we can use these in string literals, <strong>comments<\/strong>, and<strong> identifiers<\/strong>.<\/p>\n<p>Since the standard library makes use of ASCII characters only, you must declare the use of this encoding to your editor.<\/p>\n<p>This is to ensure that all such characters display without a problem. The font should be such that it supports all characters in the file.<\/p>\n<p>We add this comment as the first line of the file we want to use it in-<\/p>\n<pre class=\"EnlighterJSRAW\"># -*- coding: encoding -*-<\/pre>\n<p>In this, encoding is a valid codec that Python supports.<\/p>\n<p>Similarly, when you want to use the Windows-1252 encoding, you can use this as the first line of code:<\/p>\n<pre class=\"EnlighterJSRAW\"># -*- coding: cp1252 -*-<\/pre>\n<p>However, when you want to begin code with a UNIX shebang line, you can put the comment for encoding second-<\/p>\n<pre class=\"EnlighterJSRAW\">#!\/usr\/bin\/env python3\r\n# -*- coding: cp1252 -*-<\/pre>\n<h3 class=\"western\">How to Invoke the Python Interpreter?<\/h3>\n<p>On your machine, you can find your interpreter at an address like:<\/p>\n<p>C:\\Python36<\/p>\n<p>Or it may reside on the location you selected at the time of installation. Add path using this command:<\/p>\n<pre class=\"EnlighterJSRAW\">set path=%path%;C:\\python36<\/pre>\n<div id=\"attachment_21687\" style=\"width: 1210px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/07\/How-to-Invoke-the-Python-Interpreter-01.jpg\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-21687\" class=\"wp-image-21687 size-full\" src=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/07\/How-to-Invoke-the-Python-Interpreter-01.jpg\" alt=\"Python Interpreter\" width=\"1200\" height=\"628\" srcset=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/07\/How-to-Invoke-the-Python-Interpreter-01.jpg 1200w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/07\/How-to-Invoke-the-Python-Interpreter-01-150x79.jpg 150w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/07\/How-to-Invoke-the-Python-Interpreter-01-300x157.jpg 300w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/07\/How-to-Invoke-the-Python-Interpreter-01-768x402.jpg 768w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/07\/How-to-Invoke-the-Python-Interpreter-01-1024x536.jpg 1024w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/a><p id=\"caption-attachment-21687\" class=\"wp-caption-text\">How to Invoke the Python Interpreter?<\/p><\/div>\n<h3 class=\"western\">Start the Python Interpreter<\/h3>\n<p>On Windows, when you want to run the Python interpreter in the shell, you can type the following:<\/p>\n<pre class=\"EnlighterJSRAW\">$python<\/pre>\n<p>To get out of the interpreter in disassembling the Bytecode\u00a0shell, you can type:<\/p>\n<pre class=\"EnlighterJSRAW\">&gt;&gt;&gt; quit()<\/pre>\n<p><strong>Output<\/strong><\/p>\n<div class=\"code-output\">Bye<\/div>\n<p>Alternatively, you can use an end-of-file character at the prompt.<\/p>\n<p>Python interpreter exits with a zero exit status. You can use it in a REPL (<em>Read-Evaluate-Print-Loop<\/em>) fashion.<\/p>\n<p>But if you want, you can save your Python code as a script and execute it using the interpreter:<\/p>\n<pre class=\"EnlighterJSRAW\">$python demo.py<\/pre>\n<p>To enter interactive mode after running a script, you can pass <i>\u2013i<\/i> before the script.<\/p>\n<p>The command python -c command [arg] &#8230; executes statements in the <i>command<\/i>, and python -m module [arg] &#8230; executes the source file for the <i>module<\/i>.<\/p>\n<h3 class=\"western\">Features of Python Interpreter<\/h3>\n<p>Python interpreter offers some pretty cool features:<\/p>\n<ul>\n<li><strong>Interactive editing mode:<\/strong> It has an environment where you can type code and see results immediately.<\/li>\n<li><strong>Dynamic typing:<\/strong> There is no need to define the variable types every time, it can change automatically.<\/li>\n<li><strong>Platform independence:<\/strong> It can be used in many operating systems like Windows, macOS, and Linux etc.<\/li>\n<li><strong>Easy Error Handling:<\/strong> It shows clear error messages, which help you fix errors quickly.<\/li>\n<\/ul>\n<p>In the first Python prompt, try pressing the following keys:<\/p>\n<p><strong>Ctrl+P<\/strong><\/p>\n<p>This tells you if your interpreter supports command-line editing. A beep indicates that it does support command-line editing.<\/p>\n<p>Otherwise, it will either perform a no-operation or echo <i>^p<\/i> to indicate it isn\u2019t available.<\/p>\n<h3 class=\"western\">Passing Arguments in Python<\/h3>\n<p>When you pass a script name and additional arguments to the shell when invoking the Python interpreter, it turns these into a list of strings.<\/p>\n<p>Then, it assigns these to the variable <i>argv<\/i> in the sys module.<\/p>\n<p>The following command will give us a list of this-<\/p>\n<pre class=\"EnlighterJSRAW\">import sys<\/pre>\n<p>Without a script or arguments, sys.argv[0] denotes an empty string.<\/p>\n<p>A script name of \u2018-\u2018 means that it sets sys.argv[0] to \u2018-\u2018, and with \u2018<i>-c<\/i>\u2019, it is set to \u2018<i>-c<\/i>\u2019. A value of \u2019<i>-m<\/i>\u2019 sets sys.argv[0] to the module\u2019s full name.<\/p>\n<p>The command\/ module handles the options after \u2018<i>-c<\/i>\u2019 or \u2018<i>-m<\/i>\u2019.<\/p>\n<h3 class=\"western\">Interactive Mode in Python<\/h3>\n<p>Python interpreter is in an interactive mode when it reads commands.<\/p>\n<p>The primary prompt is the following:<\/p>\n<pre class=\"EnlighterJSRAW\">&gt;&gt;&gt;<\/pre>\n<p>When it shows this prompt, it means it prompts the developer for the next command. This is the REPL.<\/p>\n<p>Before it prints the first prompt, Python interpreter prints a welcome message that also states its version number and a copyright notice.<\/p>\n<p>This is the secondary prompt:<\/p>\n<pre class=\"EnlighterJSRAW\">\u2026<\/pre>\n<p>This prompt denotes continuation lines.<\/p>\n<pre class=\"EnlighterJSRAW\">$ python3.7\r\nPython 3.7 (default, Jul 16 2018, 04:38:07)\r\n[GCC 4.8.2] on Windows\r\nType \"help\", \"copyright\", \"credits\" or \"license\" for more information.\r\n&gt;&gt;&gt;<\/pre>\n<p>You will find continuation lines when working with a multi-line construct:<\/p>\n<pre class=\"EnlighterJSRAW\">&gt;&gt;&gt; it_rains =True\r\n&gt;&gt;&gt; if it_rains:\r\n    print(\"The produce will be good\")<\/pre>\n<p><strong>Output<\/strong><\/p>\n<div class=\"code-output\">The produce will be good<\/div>\n<p>You can also use the Python\u00a0 interpreter as a calculator:<\/p>\n<pre class=\"EnlighterJSRAW\">&gt;&gt;&gt; 2*7\r\n14\r\n&gt;&gt;&gt; 4\/2\r\n2.0<\/pre>\n<h3 class=\"western\">How Does Python Interpreter Works?<\/h3>\n<p>Well, internally, four things happen in a REPL:<\/p>\n<p><strong>i. Lexing-<\/strong> The lexer breaks the line of code into tokens.<\/p>\n<p><strong>ii. Parsing-<\/strong> The parser uses these tokens to generate a structure, here, an Abstract Syntax Tree, to depict the relationship between these tokens.<\/p>\n<p><strong>iii. Compiling-<\/strong> The compiler turns this AST into code object(s).<\/p>\n<p><strong>iv. Interpreting-<\/strong> The interpreter executes each code object<\/p>\n<div id=\"attachment_21688\" style=\"width: 1210px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/07\/How-Does-Python-Interpreter-Works-01.jpg\"><img loading=\"lazy\" decoding=\"async\" aria-describedby=\"caption-attachment-21688\" class=\"wp-image-21688 size-full\" src=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/07\/How-Does-Python-Interpreter-Works-01.jpg\" alt=\"How Does Python Interpreter Works?\" width=\"1200\" height=\"628\" srcset=\"https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/07\/How-Does-Python-Interpreter-Works-01.jpg 1200w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/07\/How-Does-Python-Interpreter-Works-01-150x79.jpg 150w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/07\/How-Does-Python-Interpreter-Works-01-300x157.jpg 300w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/07\/How-Does-Python-Interpreter-Works-01-768x402.jpg 768w, https:\/\/data-flair.training\/blogs\/wp-content\/uploads\/sites\/2\/2018\/07\/How-Does-Python-Interpreter-Works-01-1024x536.jpg 1024w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><\/a><p id=\"caption-attachment-21688\" class=\"wp-caption-text\">How Does Python Interpreter Works?<\/p><\/div>\n<h4 class=\"western\">1. Function Objects &amp; Code Objects in Python<\/h4>\n<p>When we talk of function objects, we mean to say that in Python, <strong>functions<\/strong> are first-<strong>class objects<\/strong> (functions <i>indeed<\/i> are objects).<\/p>\n<p>You can pass them around and talk about them without making a call to them.<\/p>\n<pre class=\"EnlighterJSRAW\">&gt;&gt;&gt; def bar(a):\r\n\tx=3\r\n\treturn x+a\r\n&gt;&gt;&gt; bar<\/pre>\n<p><strong>Output<\/strong><\/p>\n<div class=\"code-output\">&lt;function bar at 0x107ef7aa2&gt;<\/div>\n<p>Now bar.__code__ returns a code object:<\/p>\n<pre class=\"EnlighterJSRAW\">&gt;&gt;&gt; bar.__code__\r\n&lt;code object bar at 0x107eeccb2, file \"&lt;stdin&gt;\", line 1&gt;<\/pre>\n<p>So, we conclude that a code object is an attribute of a function object. The dir() function will tell us more about the function:<\/p>\n<pre class=\"EnlighterJSRAW\">&gt;&gt;&gt; dir(bar.__code__)<\/pre>\n<p><strong>Output<\/strong><\/p>\n<div class=\"code-output\">[&#8216;__class__&#8217;, &#8216;__cmp__&#8217;, &#8216;__delattr__&#8217;, &#8216;__doc__&#8217;, &#8216;__eq__&#8217;, &#8216;__format__&#8217;, &#8216;__ge__&#8217;,<br \/>\n&#8216;__getattribute__&#8217;, &#8216;__gt__&#8217;, &#8216;__hash__&#8217;, &#8216;__init__&#8217;, &#8216;__le__&#8217;, &#8216;__lt__&#8217;, &#8216;__ne__&#8217;, &#8216;__new__&#8217;,<br \/>\n&#8216;__reduce__&#8217;, &#8216;__reduce_ex__&#8217;, &#8216;__repr__&#8217;, &#8216;__setattr__&#8217;, &#8216;__sizeof__&#8217;, &#8216;__str__&#8217;,<br \/>\n&#8216;__subclasshook__&#8217;, &#8216;co_argcount&#8217;, &#8216;co_cellvars&#8217;, &#8216;co_code&#8217;, &#8216;co_consts&#8217;, &#8216;co_filename&#8217;,<br \/>\n&#8216;co_firstlineno&#8217;, &#8216;co_flags&#8217;, &#8216;co_freevars&#8217;, &#8216;co_lnotab&#8217;, &#8216;co_name&#8217;, &#8216;co_names&#8217;, &#8216;co_nlocals&#8217;,<br \/>\n&#8216;co_stacksize&#8217;, &#8216;co_varnames&#8217;]<\/div>\n<p>This gives us the attributes of the code object. Values of some more attributes:<\/p>\n<pre class=\"EnlighterJSRAW\">&gt;&gt;&gt; bar.__code__.co_varnames<\/pre>\n<p><strong>Output<\/strong><\/p>\n<div class=\"code-output\">(\u2018a\u2019, \u2019x\u2019)<\/div>\n<pre class=\"EnlighterJSRAW\">&gt;&gt;&gt; bar.__code__.co_consts<\/pre>\n<p><strong>Output<\/strong><\/p>\n<div class=\"code-output\">(None, 3)<\/div>\n<pre class=\"EnlighterJSRAW\">&gt;&gt;&gt; bar.__code__.co_argcount<\/pre>\n<p><strong>Output<\/strong><\/p>\n<div class=\"code-output\">1<\/div>\n<h4 class=\"western\">2. Bytecode in Python<\/h4>\n<p>The following command gives us the bytecode:<\/p>\n<pre class=\"EnlighterJSRAW\">&gt;&gt;&gt; bar.__code__.co_code<\/pre>\n<p><strong>Output<\/strong><\/p>\n<div class=\"code-output\">&#8216;d\\x01\\x00}\\x01\\x00|\\x01\\x00|\\x00\\x00\\x17S&#8217;<\/div>\n<p>This is a series of bytes, each of which the interpreter loops through and then makes an execution.<\/p>\n<h4 class=\"western\">3. Disassembling the Bytecode<\/h4>\n<p>We will use the dis() method from the dis module to understand what\u2019s going on- this isn\u2019t part of what the interpreter does.<\/p>\n<pre class=\"EnlighterJSRAW\">&gt;&gt;&gt;import dis\r\n&gt;&gt;&gt; dis.dis(bar.__code__)<\/pre>\n<p><strong>Output<\/strong><\/p>\n<div class=\"code-output\">2\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a00 LOAD_CONST 1 (3)<br \/>\n3 STORE_FAST 1 (x)<br \/>\n3\u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a0 \u00a06 LOAD_FAST 1 (x)<br \/>\n9 LOAD_FAST 0 (a)<br \/>\n12BINARY_ADD<br \/>\n13RETURN_VALUE<\/div>\n<p>In this, the first set of numbers is the line numbers in the actual code. The second one depicts offsets of the bytecode.<\/p>\n<p>Then comes the set of names for the bytes- for human readability.<\/p>\n<p>The next column depicts the arguments and the last column lists the constants and names in the fourth column.<\/p>\n<pre class=\"EnlighterJSRAW\">&gt;&gt;&gt; bar.__code__.co_consts[1]<\/pre>\n<p><strong>Output<\/strong><\/p>\n<div class=\"code-output\">3<\/div>\n<pre class=\"EnlighterJSRAW\">&gt;&gt;&gt; bar.__code__.co_varnames[1]<\/pre>\n<p><strong>Output<\/strong><\/p>\n<div class=\"code-output\">&#8216;x&#8217;<\/div>\n<p>So, this was all about Python Interpreter Tutorial. Hope you like our explanation.<\/p>\n<h3 class=\"western\">Conclusion<\/h3>\n<p>Hence, we can say the compiler of Python generates bytecode for the interpreter. The Python interpreter uses this with the virtual machine. Knowing how the interpreter works helps you debug, optimize, and choose the best runtime for any project.<\/p>\n<p>The same bytecode doesn\u2019t always end up doing the same things. This is another thing that makes Python dynamic.<\/p>\n<p>Also, the default prompt for the interpreter is &gt;&gt;&gt;.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Ever wondered how the plain text you write as .py turns into a living, breathing application? The answer is the Python interpreter\u2014the invisible engine that reads, understands, and runs your code. In this deep&#46;&#46;&#46;<\/p>\n","protected":false},"author":5,"featured_media":21686,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[46],"tags":[4619,5876,36622,10603,10605,10610,36621],"class_list":["post-21671","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-python","tag-features-of-python-interpreter","tag-how-does-python-interpreter-work","tag-how-to-invoke-python-interpreter","tag-python-interpreter","tag-python-interpreter-environment","tag-python-interpreter-source-code","tag-working-of-python-interpreter"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>What is Python Interpreter - Environment, Invoking &amp; Working - DataFlair<\/title>\n<meta name=\"description\" content=\"Ever wondered how the plain text you write as .py turns into a living application?. 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