(tests-intro)=
# Tests and data for your Python package

Adding tests to your package provides a set of checks that ensure that its
functioning how you expect it to.

In this section, you will learn about the importance of writing
tests for your Python package, different [types of tests that you should consider](test-types) and how you can set up infrastructure
to run your tests both [locally](run-tests) and [on GitHub](tests-ci).

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:class-container: text-center
:gutter: 3

::::{grid-item-card} ✨ Why write tests ✨
:link: write-tests
:link-type: doc
:class-card: left-aligned

Learn about the importance of writing tests for your Python
package and how they help you and potential contributors.
::::

::::{grid-item-card} ✨ Types of tests ✨
:link: test-types
:link-type: doc
:class-card: left-aligned

Get to know the three test types: unit, integration, and
end-to-end tests. Learn when and how to use each.
::::

::::{grid-item-card} ✨ Run tests locally ✨
:link: run-tests
:link-type: doc
:class-card: left-aligned

Learn about testing tools like pytest, nox, and tox to run
tests across different Python versions on your computer. And explore examples of using Hatch with UV as a task runner to run tests across Python versions.
::::

::::{grid-item-card} ✨ Run tests locally (using nox) ✨
:link: run-tests-nox
:link-type: doc
:class-card: left-aligned

Nox is a python powered task runner that can be used to run tests. Learn how to use nox to run tests.
::::

::::{grid-item-card} ✨ Run tests online (using CI) ✨
:link: tests-ci
:link-type: doc
:class-card: left-aligned

Set up continuous integration with GitHub Actions to run
tests across Python versions and operating systems.
::::

::::{grid-item-card} ✨ Code coverage ✨
:link: code-cov
:link-type: doc
:class-card: left-aligned

Measure how much of your package code runs during tests.
Learn to generate local reports and visualize coverage online.
::::

:::::

```{toctree}
:hidden:
:maxdepth: 2
:caption: Create & Run Tests

Intro <self>
Write tests <write-tests>
Test types <test-types>
Run tests locally <run-tests>
Run tests with Nox <run-tests-nox>
Run tests online (using CI) <tests-ci>
Code coverage <code-cov>
```