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package-structure-code/publish-python-package-pypi-conda.md

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:::{figure-md} pypi-conda-channels
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:::{figure-md} upload-conda-forge
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<img src="../images/publish-python-package-pypi-conda.png" alt="Image showing the progression of creating a Python package, building it and then publishing to PyPI and conda-forge. You take your code and turn it into distribution files (sdist and wheel) that PyPI accepts. then there is an arrow towards the PyPI repository where ou publish both distributions. From PyPI if you create a conda-forge recipe you can then publish to conda-forge. " width="700px">
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package-structure-code/python-package-build-tools.md

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<!-- TODO: responses here on poetry's future dev work: https://github.com/python-poetry/poetry/discussions/7525 -->
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(challenges-with-poetry)=
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### Challenges with Poetry
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Some challenges of Poetry include:

package-structure-code/python-package-distribution-files-sdist-wheel.md

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# Learn about Building a Python Package
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:::{figure-md} pypi-conda-channels
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:::{figure-md} pypi-conda-overview
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<img src="../images/publish-python-package-pypi-conda.png" alt="Image showing the progression of creating a Python package, building it and then publishing to PyPI and conda-forge. You take your code and turn it into distribution files (sdist and wheel) that PyPI accepts. then there is an arrow towards the PyPI repository where ou publish both distributions. From PyPI if you create a conda-forge recipe you can then publish to conda-forge. " width="700px">
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Once you have published both package distributions (the source distribution and the wheel) to PyPI, you can then publish to conda-forge. conda-forge requires an source distribution on PyPI in order to build your package on conda-forge. You do not need to rebuild your package to publish to conda-forge.
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You need to build your Python package in order to publish it to PyPI (or a conda channel). The build process organizes your code and metadata into a distribution format that can be uploaded to PyPI and subsequently downloaded and installed by users. NOTE: you need to publish a sdist to PyPI in order for conda-forge to properly build your package automatically.
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(build-package)=
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## What is building a Python package?

tests/run-tests.md

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### Tools to run your tests
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## Tools to run your tests
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There are three categories of tools that will make is easier to setup
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and run your tests in various environments:
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- [pytest-cov](https://pytest-cov.readthedocs.io/en/latest/) allows you to analyze the code coverage of your package during your tests, and generates a report that you can [upload to codecov](https://codecov.io/).
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:::{todo}
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[Learn more about code coverage here.](code-cov)
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Learn more about code coverage here. (add link)
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```{note}

tests/tests-ci.md

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```{note}
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[Learn more about Continuous Integration and how it can be used, here.](ci)
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Learn more about Continuous Integration and how it can be used, here. (add link)
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```
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tutorials/1-installable-code.md

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Also because we are assuming you're creating a pure Python package, you can remove the following classifiers:
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```toml
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[
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classifiers = [
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"Programming Language :: Python :: Implementation :: CPython",
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"Programming Language :: Python :: Implementation :: PyPy",
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:::{todo}
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Add this back in when the lesson is published
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- Activate the Python environment that you wish to use. If you need help with working with virtual environments [check out this lesson](extras/1-create-environment.md).
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- Activate the Python environment that you wish to use. If you need help with working with virtual environments check out this lesson (add link).
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```bash

tutorials/add-license-coc.md

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If you are unsure of what language to add to your `CODE_OF_CONDUCT`
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file, we suggest that you adopt the [contributor covenant language](https://www.contributor-covenant.org/version/2/1/code_of_conduct/) as a starting place.
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[![Contributor Covenant](https://img.shields.io/badge/Contributor%20Covenant-2.1-4baaaa.svg)](#)
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![Contributor Covenant](https://img.shields.io/badge/Contributor%20Covenant-2.1-4baaaa.svg)
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The `CODE_OF_CONDUCT.md` should be placed at the root of your project directory, similar to the LICENSE file.
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tutorials/get-to-know-hatch.md

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Hatch offers a suite of features that will make creating, publishing
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and maintaining your Python package easier.
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:::{admonition}
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:::{admonition} Comparison to other tools
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:class: tip
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[We compared hatch to several of the other popular packaging tools in the ecosystem including flit, pdm and poetry. Learn more here](package-features)
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tutorials/intro.md

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you might install NumPy or Pandas. Installing your package into an environment
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:::{figure-md} packages-environment-install
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<img src="../images/tutorials/environment-package-install.png" alt="Diagram showing the steps associated with creating a package and then installing it. The first arrow says your package and the second says pip install package. The second arrow leads to a box that represents a Python environment that already has some packages installed such as Pandas and NumPy. Your package will also get installed into that same environment when you pip install it." width="700px">
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[You will learn more about the conda-forge publication process here.](publish-conda-forge.md)
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:::{figure-md} build-workflow-tutorial
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:::{figure-md} publish-package-pypi-conda-overview
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<img src="../images/tutorials/publish-package-pypi-conda.png" alt="Graphic showing the high level packaging workflow. On the left you see a graphic with code, metadata and tests in it. Those items all go into your package. Documentation and data are below that box because they aren't normally published in your packaging wheel distribution. an arrow to the right takes you to a build distribution files box. that box leads you to either publishing to testPyPI or the real PyPI. From PyPI you can then connect to conda-forge for an automated build that sends distributions from PyPI to conda-forge." width="700px">
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In the image above, you can see the steps associated with publishing

tutorials/publish-pypi.md

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2. update the module repository directory to be the same
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:::{figure-md} test-pypi-search
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<img src="../images/tutorials/testpypi-search.png" alt="This is a screenshot of the test PyPI website. At the top in the search bar, you can see the search for pyosPackage. The search return says there were no results for pyosPackage Did you mean probpackage" width="700px">
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Before you try to upload to test PyPI, check to see if the name of your package is already taken. You can do that using

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