Suppose we have a code file that we run as a script. The file grows, and functions and other definitions appear.
At some point, we want to reuse a function from this module in another module. So you have to import. In this lesson, we'll understand how importing scripts works.
Importing scripts
Let's simulate the situation described above. It is what the original script will look like:
Now let's look at the new script in which we want to reuse the greet function from the first script:
Let's run the first script and then the second script. Both files are in the current directory:
When the second script ran, the first script ran as well, even though we only imported one function from it. It is the price of simplicity in scripting.
The file of the first script contains definitions and direct actions, so when you load the file when importing the module, the interpreter will perform these actions.
Imagine we imported a script that didn't just print something to the screen but also deleted some files.
It turns out we need to somehow distinguish between two types of situations:
- If the module works as a script, we need to perform side actions
- If we import the module or its contents, we don't perform any side actions
The __name__ variable
Let us look at the import mechanism when loading the module for the first time. Specifically, we mean the first time for the current interpreter run. During the first load, the interpreter adds some variables to the module. There are quite a few of these variables, but we're only interested in one — the __name__ variable for now.
The variable has an unusual name with four whole underscores. These names usually have some special meaning in Python code. An experienced developer usually remembers a dozen of these variables by heart. It is why people like to ask about these variables at job interviews.
Let's see what the __name__ variable stores in each case:
- If a regular import occurs, this variable contains the full name of the module
- If it's launched as a script, the variable gets the '__main__' string
By looking at the value of this variable, we can distinguish between running as a script and importing. The word main is used in many languages to name a function that's called automatically when the program starts. That's why Python uses the word in a similar sense.
Let's go back to our example and rewrite first_script.py using this new knowledge:
Our script won't greet Bob and Ann if we import the module.
The main function
Our first_script.py is already good enough, but we can improve it.
The body of the if __name__… condition lists the actions performed when the script runs. Over time, we can end up with many of these actions. It's common to have situations where we reuse this code piece. Therefore, we have a convention: in the body of the if __name__… condition, we only make one call to the function without main arguments.
The function is declared above in the same module. It's generally considered better practice to place the condition at the very end of the script module.
Taking into account all the recommendations described above, the final version of the first_script.py script will look like this:
You can also have this script:
- Run directly
- Run from other scripts by calling the main function
- Use as a library
Runnable packages
Let's consider a slightly unusual case but still often encountered: launching a package.
It might seem that since the __init__.py module is always loaded when the package is loaded, we should place the main function and the condition there. But launching packages is implemented slightly differently: when a package is loaded, the interpreter looks for __main__.py and executes it as a script. We won't go into the reasons here. Remember that executable packages always contain the __main__.py script.
When might I need to run a package? Let's take one small script as an example. In the end, we end up with more and more code, so much so that it has become impossible to maintain this script. Let us imagine that we decided to turn one module into a package containing modules. But how can we launch this package? It is where the __main__.py module helps us.
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<div id="app" data-page="{"component":"web/courses/lessons/theory_unit","props":{"errors":{},"locale":"en","language":"en","httpsHost":"https://hexlet.io","host":"hexlet.io","colorScheme":"light","auth":{"user":{"id":null,"last_viewed_notification_id":null,"email":null,"state":null,"first_name":"","last_name":"","current_program":null,"current_team":null,"full_name":"","guest":true,"can_use_paid_features":false,"is_hexlet_employee":false,"sanitized_phone_number":"","can_subscribe":true,"can_renew_education":false}},"cloudflareTurnstileSiteKey":"0x4AAAAAAA15KmeFXzd2H0Xo","vkIdClientId":"51586979","yandexIdClientId":null,"formAuthToken":"Yw00QB4wq41EySJTLmjnbCiXSlqS2bqcBRyCF5G_G_kwy1l2P1uQbSPD3buc9tCtJD3EAV7HoJCnmUgE3GPEIg","topics":[],"lesson":{"exercise":null,"units":[{"id":9043,"name":"theory","url":"/courses/python-setup-environment/lessons/entry-points/theory_unit"}],"links":[{"id":423529,"name":"A complete list of what the importing machine adds to the module","url":"https://docs.python.org/3/reference/import.html#import-related-module-attributes"},{"id":423530,"name":"The name '__main__' and its meaning","url":"https://docs.python.org/3/library/__main__.html#module-__main__"}],"ordered_units":[{"id":9043,"name":"theory","url":"/courses/python-setup-environment/lessons/entry-points/theory_unit"}],"id":4011,"slug":"entry-points","state":"approved","name":"Running modules and packages","course_order":750,"goal":"Learning how to design modules and packages that can be imported and run as scripts","self_study":null,"theory_video_provider":null,"theory_video_uid":null,"theory":"Suppose we have a code file that we run as a script. The file grows, and functions and other definitions appear.\n\nAt some point, we want to reuse a function from this module in another module. So you have to import. In this lesson, we'll understand how importing scripts works.\n\n## Importing scripts\n\nLet's simulate the situation described above. It is what the original script will look like:\n\n```Python\n# file <first_script.py>\n\ndef greet(who):\n print(f'Hello, {who}!')\n\ngreet('Bob')\ngreet('Ann')\n```\n\nNow let's look at the new script in which we want to reuse the `greet` function from the first script:\n\n```Python\n# file <second_script.py>\n\nfrom first_script import greet\n\ngreet('Thomas')\n```\n\nLet's run the first script and then the second script. Both files are in the current directory:\n\n```bash\npython3 first_script.py\n\nHello, Bob!\nHello, Ann!\n\npython3 second_script.py\n\nHello, Bob!\nHello, Ann!\nHello, Thomas!\n```\n\nWhen the second script ran, the first script ran as well, even though we only imported one function from it. It is the price of simplicity in scripting.\n\nThe file of the first script contains definitions and direct actions, so when you load the file when importing the module, the interpreter will perform these actions.\n\nImagine we imported a script that didn't just print something to the screen but also deleted some files.\n\nIt turns out we need to somehow distinguish between two types of situations:\n\n1. If the module works as a script, we need to perform side actions\n2. If we import the module or its contents, we don't perform any side actions\n\n## The `__name__` variable\n\nLet us look at the import mechanism when loading the module for the first time. Specifically, we mean the first time for the current interpreter run. During the first load, the interpreter adds some variables to the module. There are quite a few of these variables, but we're only interested in one — the `__name__` variable for now.\n\nThe variable has an unusual name with four whole underscores. These names usually have some special meaning in Python code. An experienced developer usually remembers a dozen of these variables by heart. It is why people like to ask about these variables at job interviews.\n\nLet's see what the `__name__` variable stores in each case:\n\n- If a regular import occurs, this variable contains the full name of the module\n- If it's launched as a script, the variable gets the `'__main__'` string\n\nBy looking at the value of this variable, we can distinguish between running as a script and importing. The word _main_ is used in many languages to name a function that's called automatically when the program starts. That's why Python uses the word in a similar sense.\n\nLet's go back to our example and rewrite `first_script.py` using this new knowledge:\n\n```Python\n# file <first_script.py>\n\ndef greet(who):\n print(f'Hello, {who}!')\n\nif __name__ == '__main__':\n greet('Bob')\n greet('Ann')\n```\n\nOur script won't greet Bob and Ann if we import the module.\n\n## The `main` function\n\nOur `first_script.py` is already good enough, but we can improve it.\n\nThe body of the `if __name__…` condition lists the actions performed when the script runs. Over time, we can end up with many of these actions. It's common to have situations where we reuse this code piece. Therefore, we have a convention: in the body of the `if __name__…` condition, we only make one call to the function without `main` arguments.\n\nThe function is declared above in the same module. It's generally considered better practice to place the condition at the very end of the script module.\n\nTaking into account all the recommendations described above, the final version of the `first_script.py` script will look like this:\n\n```Python\n#!/usr/bin/env python3\n\ndef greet(who):\n print(f'Hello, {who}!')\n\ndef main():\n greet('Bob')\n greet('Ann')\n\nif __name__ == '__main__':\n main()\n```\n\nYou can also have this script:\n\n- Run directly\n- Run from other scripts by calling the `main` function\n- Use as a library\n\n## Runnable packages\n\nLet's consider a slightly unusual case but still often encountered: launching a package.\n\nIt might seem that since the `__init__.py` module is always loaded when the package is loaded, we should place the `main` function and the condition there. But launching packages is implemented slightly differently: when a package is loaded, the interpreter looks for `__main__.py` and executes it as a script. We won't go into the reasons here. Remember that executable packages always contain the `__main__.py` script.\n\nWhen might I need to run a package? Let's take one small script as an example. In the end, we end up with more and more code, so much so that it has become impossible to maintain this script. Let us imagine that we decided to turn one module into a package containing modules. But how can we launch this package? It is where the `__main__.py` module helps us.\n"},"lessonMember":null,"courseMember":null,"course":{"start_lesson":{"exercise":null,"units":[{"id":9030,"name":"theory","url":"/courses/python-setup-environment/lessons/intro/theory_unit"}],"links":[],"ordered_units":[{"id":9030,"name":"theory","url":"/courses/python-setup-environment/lessons/intro/theory_unit"}],"id":3998,"slug":"intro","state":"approved","name":"Introduction","course_order":100,"goal":"Getting to know the course and its goals","self_study":null,"theory_video_provider":null,"theory_video_uid":null,"theory":"Hexlet designs most of its courses in a way that allows students to do all the work directly in the browser. This approach helps you to focus on the assignments. But it can create a false understanding of what is going on.\n\nThe first steps in learning to program are about setting up the environment. And for many people, installation, and configuration is more complicated than writing code. The sooner you start playing around with your code, the faster you'll progress and be able to write real applications and complete coding tasks!\n\nSpeaking of assignments, we at Hexlet maintain [a list of testing assignments] (https://github.com/Hexlet/test-assignments) from various companies. We recommend that you use it as a guide. It would be perfect if you could do at least one or two on your GitHub account as part of your learning. It will give you confidence and show that you can do something. There's another benefit: employers can check out your GitHub account and look at the code.\n\nIn this course, we'll install and configure Python, learn about the Poetry package manager, how to link third-party libraries, and how to make your code available to the public. You will apply what you've learned in this course to your first Python project.\n\nBefore you begin the course, make sure that you:\n\n* Use a development-friendly operating system, such as Ubuntu or MacOS. If you use Windows, set up your operating system according to [these instructions] (https://learn.microsoft.com/en-us/windows/wsl/install)\n* Know how to run a terminal and execute commands in it. To refresh your knowledge, you can take the [Command Line Basics course](https://hexlet.io/courses/cli-basics)\n* Are familiar with the basics of GIT\n\n<!-- -To review this topic, here's [A Video on the Git Development Cycle](https://www.youtube.com/watch?v=ku3Mg_XCsAo)-. -->\n\n## The environment\n\nWorking with the command line, setting up the environment, and interacting with the operating system is a big part of any programmer's job in any language. It determines the efficiency of debugging, the ability to handle problems independently, and even the quality of the code.\n\nWhen programmers get their first job, they try to run the projects locally on their computers. 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stroke-linecap="round" stroke-linejoin="round" class="tabler-icon tabler-icon-lock "><path d="M5 13a2 2 0 0 1 2 -2h10a2 2 0 0 1 2 2v6a2 2 0 0 1 -2 2h-10a2 2 0 0 1 -2 -2v-6"></path><path d="M11 16a1 1 0 1 0 2 0a1 1 0 0 0 -2 0"></path><path d="M8 11v-4a4 4 0 1 1 8 0v4"></path></svg></div><p style="font-size:var(--mantine-font-size-sm)" class="mantine-focus-auto m_b6d8b162 mantine-Text-root">Python: Setting up the environment</p></div><h1 style="--title-fw:var(--mantine-h1-font-weight);--title-lh:var(--mantine-h1-line-height);--title-fz:var(--mantine-h1-font-size);margin-bottom:var(--mantine-spacing-xl)" class="m_8a5d1357 mantine-Title-root" data-order="1">Theory: Running modules and packages</h1><script type="application/ld+json">{"@context":"https://schema.org","@type":"LearningResource","name":"Running modules and packages","inLanguage":"en","isPartOf":{"@type":"LearningResource","name":"Python: Setting up the 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0"></path></svg></div><div class="m_667c2793 mantine-Alert-body"><div class="m_6a03f287 mantine-Alert-title"><span id="mantine-_R_remqrdub_-title" class="m_698f4f23 mantine-Alert-label">Full access to materials</span></div><div id="mantine-_R_remqrdub_-body" class="m_7fa78076 mantine-Alert-message"><div style="--group-gap:var(--mantine-spacing-md);--group-align:center;--group-justify:space-between;--group-wrap:wrap" class="m_4081bf90 mantine-Group-root"><p class="mantine-focus-auto m_b6d8b162 mantine-Text-root">Sign up and get access to this and dozens of other courses</p><a style="--button-height:var(--button-height-xs);--button-padding-x:var(--button-padding-x-xs);--button-fz:var(--mantine-font-size-xs);--button-bg:linear-gradient(45deg, var(--mantine-color-blue-filled) 0%, var(--mantine-color-cyan-filled) 100%);--button-hover:linear-gradient(45deg, var(--mantine-color-blue-filled) 0%, var(--mantine-color-cyan-filled) 100%);--button-color:var(--mantine-color-white);--button-bd:none" class="mantine-focus-auto mantine-active m_77c9d27d mantine-Button-root m_87cf2631 mantine-UnstyledButton-root" data-variant="gradient" data-size="xs" href="/u/new"><span class="m_80f1301b mantine-Button-inner"><span class="m_811560b9 mantine-Button-label">Sign up</span></span></a></div></div></div></div></div><div class="paywalled m_d08caa0 mantine-Typography-root"><p>Suppose we have a code file that we run as a script. The file grows, and functions and other definitions appear.</p>
<p>At some point, we want to reuse a function from this module in another module. So you have to import. In this lesson, we'll understand how importing scripts works.</p>
<h2 id="heading-2-1">Importing scripts</h2>
<p>Let's simulate the situation described above. It is what the original script will look like:</p>
<div style="margin-bottom:var(--mantine-spacing-lg)" class="m_e597c321 mantine-CodeHighlight-codeHighlight" dir="ltr"><div class="m_be7e9c9c mantine-CodeHighlight-controls"><button style="--ai-bg:transparent;--ai-hover:transparent;--ai-color:inherit;--ai-bd:none" class="mantine-focus-auto mantine-active m_d498bab7 mantine-CodeHighlight-control m_8d3f4000 mantine-ActionIcon-root m_87cf2631 mantine-UnstyledButton-root" data-variant="none" type="button" aria-label="Copy code"><span class="m_8d3afb97 mantine-ActionIcon-icon"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M8 8m0 2a2 2 0 0 1 2 -2h8a2 2 0 0 1 2 2v8a2 2 0 0 1 -2 2h-8a2 2 0 0 1 -2 -2z"></path><path d="M16 8v-2a2 2 0 0 0 -2 -2h-8a2 2 0 0 0 -2 2v8a2 2 0 0 0 2 2h2"></path></svg></span></button></div><div style="--scrollarea-scrollbar-size:calc(0.25rem * var(--mantine-scale));--sa-corner-width:0px;--sa-corner-height:0px" class="m_f744fd40 mantine-CodeHighlight-scrollarea m_d57069b5 mantine-ScrollArea-root" dir="ltr"><div style="overflow-x:hidden;overflow-y:hidden;overscroll-behavior-inline:none" class="m_c0783ff9 mantine-ScrollArea-viewport" data-scrollbars="xy"><div class="m_b1336c6 mantine-ScrollArea-content"><pre class="m_2c47c4fd mantine-CodeHighlight-pre" style="padding:0"><code class="m_5caae6d3 mantine-CodeHighlight-code"># file <first_script.py>
def greet(who):
print(f'Hello, {who}!')
greet('Bob')
greet('Ann')</code></pre></div></div></div><button class="mantine-focus-auto m_c9378bc2 mantine-CodeHighlight-showCodeButton m_87cf2631 mantine-UnstyledButton-root" data-hidden="true" type="button">Expand code</button></div>
<p>Now let's look at the new script in which we want to reuse the <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">greet</code> function from the first script:</p>
<div style="margin-bottom:var(--mantine-spacing-lg)" class="m_e597c321 mantine-CodeHighlight-codeHighlight" dir="ltr"><div class="m_be7e9c9c mantine-CodeHighlight-controls"><button style="--ai-bg:transparent;--ai-hover:transparent;--ai-color:inherit;--ai-bd:none" class="mantine-focus-auto mantine-active m_d498bab7 mantine-CodeHighlight-control m_8d3f4000 mantine-ActionIcon-root m_87cf2631 mantine-UnstyledButton-root" data-variant="none" type="button" aria-label="Copy code"><span class="m_8d3afb97 mantine-ActionIcon-icon"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M8 8m0 2a2 2 0 0 1 2 -2h8a2 2 0 0 1 2 2v8a2 2 0 0 1 -2 2h-8a2 2 0 0 1 -2 -2z"></path><path d="M16 8v-2a2 2 0 0 0 -2 -2h-8a2 2 0 0 0 -2 2v8a2 2 0 0 0 2 2h2"></path></svg></span></button></div><div style="--scrollarea-scrollbar-size:calc(0.25rem * var(--mantine-scale));--sa-corner-width:0px;--sa-corner-height:0px" class="m_f744fd40 mantine-CodeHighlight-scrollarea m_d57069b5 mantine-ScrollArea-root" dir="ltr"><div style="overflow-x:hidden;overflow-y:hidden;overscroll-behavior-inline:none" class="m_c0783ff9 mantine-ScrollArea-viewport" data-scrollbars="xy"><div class="m_b1336c6 mantine-ScrollArea-content"><pre class="m_2c47c4fd mantine-CodeHighlight-pre" style="padding:0"><code class="m_5caae6d3 mantine-CodeHighlight-code"># file <second_script.py>
from first_script import greet
greet('Thomas')</code></pre></div></div></div><button class="mantine-focus-auto m_c9378bc2 mantine-CodeHighlight-showCodeButton m_87cf2631 mantine-UnstyledButton-root" data-hidden="true" type="button">Expand code</button></div>
<p>Let's run the first script and then the second script. Both files are in the current directory:</p>
<div style="margin-bottom:var(--mantine-spacing-lg)" class="m_e597c321 mantine-CodeHighlight-codeHighlight" dir="ltr"><div class="m_be7e9c9c mantine-CodeHighlight-controls"><button style="--ai-bg:transparent;--ai-hover:transparent;--ai-color:inherit;--ai-bd:none" class="mantine-focus-auto mantine-active m_d498bab7 mantine-CodeHighlight-control m_8d3f4000 mantine-ActionIcon-root m_87cf2631 mantine-UnstyledButton-root" data-variant="none" type="button" aria-label="Copy code"><span class="m_8d3afb97 mantine-ActionIcon-icon"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M8 8m0 2a2 2 0 0 1 2 -2h8a2 2 0 0 1 2 2v8a2 2 0 0 1 -2 2h-8a2 2 0 0 1 -2 -2z"></path><path d="M16 8v-2a2 2 0 0 0 -2 -2h-8a2 2 0 0 0 -2 2v8a2 2 0 0 0 2 2h2"></path></svg></span></button></div><div style="--scrollarea-scrollbar-size:calc(0.25rem * var(--mantine-scale));--sa-corner-width:0px;--sa-corner-height:0px" class="m_f744fd40 mantine-CodeHighlight-scrollarea m_d57069b5 mantine-ScrollArea-root" dir="ltr"><div style="overflow-x:hidden;overflow-y:hidden;overscroll-behavior-inline:none" class="m_c0783ff9 mantine-ScrollArea-viewport" data-scrollbars="xy"><div class="m_b1336c6 mantine-ScrollArea-content"><pre class="m_2c47c4fd mantine-CodeHighlight-pre" style="padding:0"><code class="m_5caae6d3 mantine-CodeHighlight-code">python3 first_script.py
Hello, Bob!
Hello, Ann!
python3 second_script.py
Hello, Bob!
Hello, Ann!
Hello, Thomas!</code></pre></div></div></div><button class="mantine-focus-auto m_c9378bc2 mantine-CodeHighlight-showCodeButton m_87cf2631 mantine-UnstyledButton-root" data-hidden="true" type="button">Expand code</button></div>
<p>When the second script ran, the first script ran as well, even though we only imported one function from it. It is the price of simplicity in scripting.</p>
<p>The file of the first script contains definitions and direct actions, so when you load the file when importing the module, the interpreter will perform these actions.</p>
<p>Imagine we imported a script that didn't just print something to the screen but also deleted some files.</p>
<p>It turns out we need to somehow distinguish between two types of situations:</p>
<ol>
<li>If the module works as a script, we need to perform side actions</li>
<li>If we import the module or its contents, we don't perform any side actions</li>
</ol>
<h2 id="heading-2-2">The <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">__name__</code> variable</h2>
<p>Let us look at the import mechanism when loading the module for the first time. Specifically, we mean the first time for the current interpreter run. During the first load, the interpreter adds some variables to the module. There are quite a few of these variables, but we're only interested in one — the <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">__name__</code> variable for now.</p>
<p>The variable has an unusual name with four whole underscores. These names usually have some special meaning in Python code. An experienced developer usually remembers a dozen of these variables by heart. It is why people like to ask about these variables at job interviews.</p>
<p>Let's see what the <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">__name__</code> variable stores in each case:</p>
<ul>
<li>If a regular import occurs, this variable contains the full name of the module</li>
<li>If it's launched as a script, the variable gets the <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">'__main__'</code> string</li>
</ul>
<p>By looking at the value of this variable, we can distinguish between running as a script and importing. The word <em>main</em> is used in many languages to name a function that's called automatically when the program starts. That's why Python uses the word in a similar sense.</p>
<p>Let's go back to our example and rewrite <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">first_script.py</code> using this new knowledge:</p>
<div style="margin-bottom:var(--mantine-spacing-lg)" class="m_e597c321 mantine-CodeHighlight-codeHighlight" dir="ltr"><div class="m_be7e9c9c mantine-CodeHighlight-controls"><button style="--ai-bg:transparent;--ai-hover:transparent;--ai-color:inherit;--ai-bd:none" class="mantine-focus-auto mantine-active m_d498bab7 mantine-CodeHighlight-control m_8d3f4000 mantine-ActionIcon-root m_87cf2631 mantine-UnstyledButton-root" data-variant="none" type="button" aria-label="Copy code"><span class="m_8d3afb97 mantine-ActionIcon-icon"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M8 8m0 2a2 2 0 0 1 2 -2h8a2 2 0 0 1 2 2v8a2 2 0 0 1 -2 2h-8a2 2 0 0 1 -2 -2z"></path><path d="M16 8v-2a2 2 0 0 0 -2 -2h-8a2 2 0 0 0 -2 2v8a2 2 0 0 0 2 2h2"></path></svg></span></button></div><div style="--scrollarea-scrollbar-size:calc(0.25rem * var(--mantine-scale));--sa-corner-width:0px;--sa-corner-height:0px" class="m_f744fd40 mantine-CodeHighlight-scrollarea m_d57069b5 mantine-ScrollArea-root" dir="ltr"><div style="overflow-x:hidden;overflow-y:hidden;overscroll-behavior-inline:none" class="m_c0783ff9 mantine-ScrollArea-viewport" data-scrollbars="xy"><div class="m_b1336c6 mantine-ScrollArea-content"><pre class="m_2c47c4fd mantine-CodeHighlight-pre" style="padding:0"><code class="m_5caae6d3 mantine-CodeHighlight-code"># file <first_script.py>
def greet(who):
print(f'Hello, {who}!')
if __name__ == '__main__':
greet('Bob')
greet('Ann')</code></pre></div></div></div><button class="mantine-focus-auto m_c9378bc2 mantine-CodeHighlight-showCodeButton m_87cf2631 mantine-UnstyledButton-root" data-hidden="true" type="button">Expand code</button></div>
<p>Our script won't greet Bob and Ann if we import the module.</p>
<h2 id="heading-2-3">The <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">main</code> function</h2>
<p>Our <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">first_script.py</code> is already good enough, but we can improve it.</p>
<p>The body of the <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">if __name__…</code> condition lists the actions performed when the script runs. Over time, we can end up with many of these actions. It's common to have situations where we reuse this code piece. Therefore, we have a convention: in the body of the <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">if __name__…</code> condition, we only make one call to the function without <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">main</code> arguments.</p>
<p>The function is declared above in the same module. It's generally considered better practice to place the condition at the very end of the script module.</p>
<p>Taking into account all the recommendations described above, the final version of the <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">first_script.py</code> script will look like this:</p>
<div style="margin-bottom:var(--mantine-spacing-lg)" class="m_e597c321 mantine-CodeHighlight-codeHighlight" dir="ltr"><div class="m_be7e9c9c mantine-CodeHighlight-controls"><button style="--ai-bg:transparent;--ai-hover:transparent;--ai-color:inherit;--ai-bd:none" class="mantine-focus-auto mantine-active m_d498bab7 mantine-CodeHighlight-control m_8d3f4000 mantine-ActionIcon-root m_87cf2631 mantine-UnstyledButton-root" data-variant="none" type="button" aria-label="Copy code"><span class="m_8d3afb97 mantine-ActionIcon-icon"><svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24" stroke-width="2" stroke="currentColor" fill="none" stroke-linecap="round" stroke-linejoin="round"><path stroke="none" d="M0 0h24v24H0z" fill="none"></path><path d="M8 8m0 2a2 2 0 0 1 2 -2h8a2 2 0 0 1 2 2v8a2 2 0 0 1 -2 2h-8a2 2 0 0 1 -2 -2z"></path><path d="M16 8v-2a2 2 0 0 0 -2 -2h-8a2 2 0 0 0 -2 2v8a2 2 0 0 0 2 2h2"></path></svg></span></button></div><div style="--scrollarea-scrollbar-size:calc(0.25rem * var(--mantine-scale));--sa-corner-width:0px;--sa-corner-height:0px" class="m_f744fd40 mantine-CodeHighlight-scrollarea m_d57069b5 mantine-ScrollArea-root" dir="ltr"><div style="overflow-x:hidden;overflow-y:hidden;overscroll-behavior-inline:none" class="m_c0783ff9 mantine-ScrollArea-viewport" data-scrollbars="xy"><div class="m_b1336c6 mantine-ScrollArea-content"><pre class="m_2c47c4fd mantine-CodeHighlight-pre" style="padding:0"><code class="m_5caae6d3 mantine-CodeHighlight-code">#!/usr/bin/env python3
def greet(who):
print(f'Hello, {who}!')
def main():
greet('Bob')
greet('Ann')
if __name__ == '__main__':
main()</code></pre></div></div></div><button class="mantine-focus-auto m_c9378bc2 mantine-CodeHighlight-showCodeButton m_87cf2631 mantine-UnstyledButton-root" data-hidden="true" type="button">Expand code</button></div>
<p>You can also have this script:</p>
<ul>
<li>Run directly</li>
<li>Run from other scripts by calling the <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">main</code> function</li>
<li>Use as a library</li>
</ul>
<h2 id="heading-2-4">Runnable packages</h2>
<p>Let's consider a slightly unusual case but still often encountered: launching a package.</p>
<p>It might seem that since the <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">__init__.py</code> module is always loaded when the package is loaded, we should place the <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">main</code> function and the condition there. But launching packages is implemented slightly differently: when a package is loaded, the interpreter looks for <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">__main__.py</code> and executes it as a script. We won't go into the reasons here. Remember that executable packages always contain the <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">__main__.py</code> script.</p>
<p>When might I need to run a package? Let's take one small script as an example. In the end, we end up with more and more code, so much so that it has become impossible to maintain this script. Let us imagine that we decided to turn one module into a package containing modules. But how can we launch this package? It is where the <code style="margin-bottom:var(--mantine-spacing-lg)" class="m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight m_e597c321 mantine-CodeHighlight-codeHighlight m_dfe9c588 mantine-InlineCodeHighlight-inlineCodeHighlight">__main__.py</code> module helps us.</p></div></div></div></div><style data-mantine-styles="inline">.__m__-_R_1bdub_{--col-flex-grow:auto;--col-flex-basis:8.333333333333334%;--col-max-width:8.333333333333334%;}@media(min-width: 48em){.__m__-_R_1bdub_{--col-flex-grow:auto;--col-flex-basis:16.666666666666668%;--col-max-width:16.666666666666668%;}}</style><div style="min-width:0rem;height:100%;min-height:0rem" class="m_96bdd299 mantine-Grid-col __m__-_R_1bdub_"><div style="margin-inline:var(--mantine-spacing-xs)" class="mantine-visible-from-sm"><button style="--button-color:var(--mantine-color-white);margin-bottom:var(--mantine-spacing-lg);text-decoration:none" class="mantine-focus-auto m_849cf0da mantine-focus-auto m_77c9d27d mantine-Button-root 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