Like any other code, you can write tests in many ways, including terrible ones. In addition to some general coding practices and standards, tests have their peculiarities that you need to know about. In this lesson, we'll go over some of them.
Tests affecting each other
One of the most important rules is that tests should not interfere with each other. It means each test should run as if no other test existed. It's easy to break this rule. One test may create a file, change a variable, or write something to the database.
If any of the other tests stumble upon these changes, they may not work:
- Fail where they shouldn't
- Pass where they shouldn't
In addition, this situation also means uncertainty. Such tests may crash for no apparent reason. For example, when the test runs in isolation, it works, but when the other tests run in parallel, it crashes:
This situation is common in tests that actively interact with the external environment, such as a database or file system. Testing side effects has its tricks, which we'll look at in the advanced testing course.
Conditional constructions in tests
Let us observe the code:
Any branching in tests is multiple tests in one. Branching generates code that we need to test itself. It happens because we no longer know the order of execution and can accidentally violate it. It's better to create independent tests for each branch.
Tests outside of tests
Fixtures prepare data and environment for testing. Test functions perform checks and invoke code for testing. But sometimes developers overdo it:
The tested code is called in the result() function. This approach complicates test analysis because it turns everything upside down.
Tests with too much detail
Some programmers try to spread their code across files, modules, and functions as much as possible. The same can happen with tests. Instead of creating one test with five checks, they make five tests with one check:
This separation has one consequence: there's more code, which means it's harder to refactor in the future.
Code with tests versus without tests
This crucial question helps to understand how good a programmer is at writing tests.
Some types of tests are complicated and require extra time. But at the same time, everyday tests written along with the code should lead to faster development. There are good reasons for this:
- Tests help to identify unsuccessful solutions earlier and thus influence the design of the code
- Tests simplify the preparation of input data; you only need to prepare it once
- Tests help to verify your code because they check everything, including borderline cases
- Tests make refactoring easier and faster because you don't have to check parts of the code manually
- Tests improve the team atmosphere by reducing stress levels
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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":"DnNsl145fzJizOmmgt_Ujgc8LHxDZTJ5M97KWVs6E1xdtQGhf1JE0gXGFk4wQeNPC5aiJ497KHWRWwBKFubMhw","topics":[],"lesson":{"exercise":null,"units":[{"id":9094,"name":"theory","url":"/courses/python-testing/lessons/bad-practice/theory_unit"}],"links":[],"ordered_units":[{"id":9094,"name":"theory","url":"/courses/python-testing/lessons/bad-practice/theory_unit"}],"id":4062,"slug":"bad-practice","state":"approved","name":"Bad and good testing practices","course_order":350,"goal":"Exploring the most common mistakes in writing tests","self_study":null,"theory_video_provider":null,"theory_video_uid":null,"theory":"Like any other code, you can write tests in many ways, including terrible ones. In addition to some general coding practices and standards, tests have their peculiarities that you need to know about. In this lesson, we'll go over some of them.\n\n## Tests affecting each other\n\nOne of the most important rules is that tests should not interfere with each other. It means each test should run as if no other test existed. It's easy to break this rule. One test may create a file, change a variable, or write something to the database.\n\nIf any of the other tests stumble upon these changes, they may not work:\n\n* Fail where they shouldn't\n* Pass where they shouldn't\n\nIn addition, this situation also means uncertainty. Such tests may crash for no apparent reason. For example, when the test runs in isolation, it works, but when the other tests run in parallel, it crashes:\n\n```python\nuser = None\n\ndef test_first():\n user = { 'name': 'Vasya' }\n # Here is the test logic\n\ndef test_second():\n # We use a user created by another test\n # This test depends on how the previous test works\n # It cannot work without running both tests in sequence\n user[\"name\"] = 'Petya'\n```\n\nThis situation is common in tests that actively interact with the external environment, such as a database or file system. Testing side effects has its tricks, which we'll look at in the advanced testing course.\n\n## Conditional constructions in tests\n\nLet us observe the code:\n\n```python\ndef test_something():\n if (something):\n # Executing the code one way\n # A check can be here\n else:\n # Executing the code in a different way\n # A check can be here\n # A check can be here\n```\n\nAny branching in tests is multiple tests in one. Branching generates code that we need to test itself. It happens because we no longer know the order of execution and can accidentally violate it. It's better to create independent tests for each branch.\n\n## Tests outside of tests\n\nFixtures prepare data and environment for testing. Test functions perform checks and invoke code for testing. But sometimes developers overdo it:\n\n```python\n# Testing the `sum()` function\n\nimport pytest\n\n@pytest.fixture\ndef result():\n # We call the code under test\n return sum([5, 9])\n\ndef test_sum(result):\n assert result == 14\n```\n\nThe tested code is called in the `result()` function. This approach complicates test analysis because it turns everything upside down.\n\n## Tests with too much detail\n\nSome programmers try to spread their code across files, modules, and functions as much as possible. The same can happen with tests. Instead of creating one test with five checks, they make five tests with one check:\n\n```python\ndef test_create_user():\n user = { 'name': 'Mark', 'age': 28 }\n # The code adds a user to the database\n assert user['age'] == 28\n```\n\n```python\ndef test_create_user():\n user = { 'name': 'Mark', 'age': 28 }\n # The code adds a user to the database\n assert user['name'] == 'Mark'\n```\n\nThis separation has one consequence: there's more code, which means it's harder to refactor in the future.\n\n## Code with tests versus without tests\n\nThis crucial question helps to understand how good a programmer is at writing tests.\n\nSome types of tests are complicated and require extra time. But at the same time, everyday tests written along with the code should lead to faster development. There are good reasons for this:\n\n* Tests help to identify unsuccessful solutions earlier and thus influence the design of the code\n* Tests simplify the preparation of input data; you only need to prepare it once\n* Tests help to verify your code because they check everything, including borderline cases\n* Tests make refactoring easier and faster because you don't have to check parts of the code manually\n* Tests improve the team atmosphere by reducing stress levels\n"},"lessonMember":null,"courseMember":null,"course":{"start_lesson":{"exercise":null,"units":[{"id":9088,"name":"theory","url":"/courses/python-testing/lessons/intro/theory_unit"}],"links":[],"ordered_units":[{"id":9088,"name":"theory","url":"/courses/python-testing/lessons/intro/theory_unit"}],"id":4056,"slug":"intro","state":"approved","name":"Introduction","course_order":100,"goal":"Getting to know the course topic","self_study":null,"theory_video_provider":null,"theory_video_uid":null,"theory":"Professional developers' code contains fewer bugs than novices', but it's not because they're brighter, more detail-oriented, or able to see the code from bean to cup. 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These tests verify that the code performs its intended task from program users' perspective, for example:\n\n* To check if the programmer has written some code that's responsible for user registration\n* To carry out a functional test that shows whether the user can register\n\nAccording to the degree of isolation of the tested parts of the code, functional tests fall into three general categories:\n\n* **Unit tests**. They are simple but not very effective. They check the functionality of functions or other specific modules in the program\n* **Integration tests**. They cover most of the system and check whether the modules work together. Programmers pay the most amount of attention to these tests. Integration tests are still easy to write if you prepare the ecosystem\n* **System tests**. These are the most effective tests but are also challenging to write and maintain. They emulate user behavior, such as clicking on links and sending forms. These tests often fail because they rely on site layout, which can change unpredictably. Even with this kind of testing, it's impossible to determine when, from the program's perspective, one action ended and another began\n\nDespite the differences, all automated tests lean on the same principles and often use the same tools. This course introduces the general principles of testing and takes you step by step through all the tasks that arise during testing. We'll touch on the following main topics during the course:\n\n* Asserts\n* Testing Frameworks (Pytest)\n* Unit testing\n* Covering code with tests\n* Test-driven development (TDD)\n\n## How to prepare for this course\n\nTesting is an integral part of the development process. To start studying this topic, you need to master the basic syntax of the programming language, working with collections and functions. You should review the fundamentals of setting up the Python environment and modularity again. We cover these topics in detail in the following courses:\n\n* [Python Basics](https://hexlet.io/courses/python-basics)\n* [Lists](https://hexlet.io/courses/python-lists)\n* [Dictionaries](https://hexlet.io/courses/python-dicts)\n\n<!--* [Functions](https://ru.hexlet.io/courses/python-functions)\n* [Setting up the environment](https://ru.hexlet.io/courses/python-setup-environment)\n\nThe correct order of courses can be found in the profession [Python developer](https://ru.hexlet.io/programs/python).-->\n"},"id":365,"slug":"python-testing","challenges_count":0,"name":"Python: Automated testing","allow_indexing":true,"state":"approved","course_state":"finished","pricing_type":"paid","description":"This course introduces you to the principles and tools of automated testing in Python. You will learn to write automated tests, measure coverage, and set continuous integration. The skills you learn in this course will help you improve the quality of your code. 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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: Automated testing</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: Bad and good testing practices</h1><script type="application/ld+json">{"@context":"https://schema.org","@type":"LearningResource","name":"Bad and good testing practices","inLanguage":"en","isPartOf":{"@type":"LearningResource","name":"Python: Automated testing"},"isAccessibleForFree":"False","hasPart":{"@type":"WebPageElement","isAccessibleForFree":"False","cssSelector":".paywalled"}}</script><div class=""><div style="--alert-color:var(--mantine-color-indigo-light-color);margin-bottom:var(--mantine-spacing-lg);font-size:var(--mantine-font-size-lg)" class="m_66836ed3 mantine-Alert-root" id="mantine-_R_remqrdub_" role="alert" aria-describedby="mantine-_R_remqrdub_-body" aria-labelledby="mantine-_R_remqrdub_-title"><div class="m_a5d60502 mantine-Alert-wrapper"><div class="m_667f2a6a mantine-Alert-icon"><svg xmlns="http://www.w3.org/2000/svg" width="24" height="24" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="tabler-icon tabler-icon-rocket "><path d="M4 13a8 8 0 0 1 7 7a6 6 0 0 0 3 -5a9 9 0 0 0 6 -8a3 3 0 0 0 -3 -3a9 9 0 0 0 -8 6a6 6 0 0 0 -5 3"></path><path d="M7 14a6 6 0 0 0 -3 6a6 6 0 0 0 6 -3"></path><path d="M14 9a1 1 0 1 0 2 0a1 1 0 1 0 -2 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>Like any other code, you can write tests in many ways, including terrible ones. In addition to some general coding practices and standards, tests have their peculiarities that you need to know about. In this lesson, we'll go over some of them.</p>
<h2 id="heading-2-1">Tests affecting each other</h2>
<p>One of the most important rules is that tests should not interfere with each other. It means each test should run as if no other test existed. It's easy to break this rule. One test may create a file, change a variable, or write something to the database.</p>
<p>If any of the other tests stumble upon these changes, they may not work:</p>
<ul>
<li>Fail where they shouldn't</li>
<li>Pass where they shouldn't</li>
</ul>
<p>In addition, this situation also means uncertainty. Such tests may crash for no apparent reason. For example, when the test runs in isolation, it works, but when the other tests run in parallel, it crashes:</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">user = None
def test_first():
user = { 'name': 'Vasya' }
# Here is the test logic
def test_second():
# We use a user created by another test
# This test depends on how the previous test works
# It cannot work without running both tests in sequence
user["name"] = 'Petya'</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>This situation is common in tests that actively interact with the external environment, such as a database or file system. Testing side effects has its tricks, which we'll look at in the advanced testing course.</p>
<h2 id="heading-2-2">Conditional constructions in tests</h2>
<p>Let us observe the code:</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">def test_something():
if (something):
# Executing the code one way
# A check can be here
else:
# Executing the code in a different way
# A check can be here
# A check can be here</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>Any branching in tests is multiple tests in one. Branching generates code that we need to test itself. It happens because we no longer know the order of execution and can accidentally violate it. It's better to create independent tests for each branch.</p>
<h2 id="heading-2-3">Tests outside of tests</h2>
<p>Fixtures prepare data and environment for testing. Test functions perform checks and invoke code for testing. But sometimes developers overdo it:</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"># Testing the `sum()` function
import pytest
@pytest.fixture
def result():
# We call the code under test
return sum([5, 9])
def test_sum(result):
assert result == 14</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>The tested code is called in 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">result()</code> function. This approach complicates test analysis because it turns everything upside down.</p>
<h2 id="heading-2-4">Tests with too much detail</h2>
<p>Some programmers try to spread their code across files, modules, and functions as much as possible. The same can happen with tests. Instead of creating one test with five checks, they make five tests with one check:</p>
<div class="m_5cb1b9c8 mantine-CodeHighlightTabs-root"><div style="--sa-corner-width:0px;--sa-corner-height:0px" class="m_7b14120b mantine-CodeHighlightTabs-filesScrollarea m_d57069b5 mantine-ScrollArea-root" dir="ltr"><div style="overflow-x:hidden;overflow-y:hidden" class="m_c0783ff9 mantine-ScrollArea-viewport" data-scrollbars="xy"><div class="m_b1336c6 mantine-ScrollArea-content"><div class="m_38d99e51 mantine-CodeHighlightTabs-files"><button class="mantine-focus-auto m_5cac2e62 mantine-CodeHighlightTabs-file m_87cf2631 mantine-UnstyledButton-root" data-active="true" type="button"><span>python</span></button><button class="mantine-focus-auto m_5cac2e62 mantine-CodeHighlightTabs-file m_87cf2631 mantine-UnstyledButton-root" type="button"><span>python</span></button></div></div></div><div data-orientation="horizontal" class="m_c44ba933 mantine-ScrollArea-scrollbar" data-hidden="true" style="position:absolute;--sa-thumb-width:18px" data-mantine-scrollbar="true"></div><div class="m_c44ba933 mantine-ScrollArea-scrollbar" data-hidden="true" data-orientation="vertical" style="position:absolute;--sa-thumb-height:18px" data-mantine-scrollbar="true"></div></div><div style="margin-bottom:var(--mantine-spacing-lg)" class="m_e597c321 mantine-CodeHighlightTabs-codeHighlight" dir="ltr"><div class="m_be7e9c9c mantine-CodeHighlightTabs-controls" data-with-offset="true"><button style="--ai-bg:transparent;--ai-hover:transparent;--ai-color:inherit;--ai-bd:none" class="mantine-focus-auto mantine-active m_d498bab7 mantine-CodeHighlightTabs-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-CodeHighlightTabs-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-CodeHighlightTabs-pre" data-with-offset="true"><code class="m_5caae6d3 mantine-CodeHighlightTabs-code">def test_create_user():
user = { 'name': 'Mark', 'age': 28 }
# The code adds a user to the database
assert user['age'] == 28</code></pre></div></div></div><button class="mantine-focus-auto m_c9378bc2 mantine-CodeHighlightTabs-showCodeButton m_87cf2631 mantine-UnstyledButton-root" data-hidden="true" type="button">Expand code</button></div></div><p>This separation has one consequence: there's more code, which means it's harder to refactor in the future.</p>
<h2 id="heading-2-5">Code with tests versus without tests</h2>
<p>This crucial question helps to understand how good a programmer is at writing tests.</p>
<p>Some types of tests are complicated and require extra time. But at the same time, everyday tests written along with the code should lead to faster development. There are good reasons for this:</p>
<ul>
<li>Tests help to identify unsuccessful solutions earlier and thus influence the design of the code</li>
<li>Tests simplify the preparation of input data; you only need to prepare it once</li>
<li>Tests help to verify your code because they check everything, including borderline cases</li>
<li>Tests make refactoring easier and faster because you don't have to check parts of the code manually</li>
<li>Tests improve the team atmosphere by reducing stress levels</li>
</ul></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 m_87cf2631 mantine-UnstyledButton-root m_b6d8b162 mantine-Text-root mantine-Anchor-root" data-underline="hover" data-disabled="true" data-block="true" disabled="" type="button"><span class="m_80f1301b mantine-Button-inner"><span class="m_811560b9 mantine-Button-label"><span 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