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.github/ISSUE_TEMPLATE/feature_request.yml

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attributes:
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label: Is Your Feature Request Related to a Problem? Please Describe
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description: A clear and concise description of what the problem is.
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placeholder: I'm always frustrated when []
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placeholder: I'm always frustrated when [...]
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validations:
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required: true
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- id: solution

LICENSE.md

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# MIT License
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Copyright © 2023-2025 UCL Centre for Advanced Research Computing
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Copyright (c) 2023-2025 UCL Centre for Advanced Research Computing
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Permission is hereby granted, free of charge, to any person obtaining a copy of
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this software and associated documentation files (the "Software"), to deal in

README.md

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🍪 Our template is a [cookiecutter] template which automatically creates new
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Python packages with our recommended tooling set up and ready to go.
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<!-- vale proselint.Annotations = NO -->
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> [!NOTE]
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> If you're making a package within a community that has an existing
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> package template (e.g., [`scikit-hep`](https://github.com/scikit-hep/cookie)),
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> we recommend using their template instead of this one.
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<!-- vale proselint.Annotations = YES -->
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## Tutorial
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Some quick instructions for using our template are below.

docs/LICENSE

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MIT License
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Copyright © 2022-2025 just-the-docs
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Copyright (c) 2022-2025 just-the-docs
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Permission is hereby granted, free of charge, to any person obtaining a copy
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of this software and associated documentation files (the "Software"), to deal

docs/pages/ci.md

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| Name | Short description | 🚦 |
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| ---------------------------------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | :-----------------------------------------: |
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| [Codecov](https://docs.codecov.com/docs) | Hosted service to report code coverage metrics. Occasionally slow to update after a report is updated, can be configured to add extra CI checks. This service is probably more widely used and is [free for both open-source and private projects](https://about.codecov.io/pricing/). | <span class="label label-green">Best</span> |
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| [Coveralls](https://docs.coveralls.io/) | Hosted service to report code coverage metrics. Similar to codecov and we don't strongly recommend one over the other. This service is only [free for open-source projects](https://coveralls.io/pricing). | <span class="label label-green">Best</span> |
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| [Coveralls](https://docs.coveralls.io/) | Hosted service to report code coverage metrics. Very similar to codecov and we don't strongly recommend one over the other. This service is only [free for open-source projects](https://coveralls.io/pricing). | <span class="label label-green">Best</span> |
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<details><summary> <span class="label label-green">Best</span> explanation</summary> <!-- markdownlint-disable-line MD033 -->
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Both services are similar, so both <span class="label label-green">Best</span>.

docs/pages/docs.md

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## Documentation
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With Python, as with many other languages, it's common to automatically
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With Python, as with many other languages, it's very common to automatically
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create a web page with documentation. This can include reference for the API
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taken from your package's [docstrings], tutorials, examples, and more in depth
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explanation about how the package works. For an in-depth discussion of the
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| Name | Short description | 🚦 |
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| --------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------- | :------------------------------------------: |
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| [MkDocs] | Generates documentation from Markdown files, with a plugin to generate API documentation. A good plugin ecosystem and balance of usability and customisability. | <span class="label label-green">Best</span> |
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| [Sphinx] | Generates documentation from reStructuredText or Markdown files, long been the de-facto standard and widely used. Mature plugin ecosystem. | <span class="label label-yellow">Good</span> |
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| [Sphinx] | Generates documentation from reStructuredText or Markdown files, long been the de-facto standard and very widely used. Mature plugin ecosystem. | <span class="label label-yellow">Good</span> |
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| [gitbook] | General documentation builder; integrates with GitHub. | <span class="label label-yellow">Good</span> |
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| [pdoc] | Auto-generates API documentation from docstrings, beginner friendly but with less of a plugin ecosystem than others. | <span class="label label-yellow">Good</span> |
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docs/pages/libraries/parallel-async.md

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| -------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | :------------------------------------------: |
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| [multiprocess] | A fork of [multiprocessing] which uses `dill` instead of `pickle` to allow serializing wider range of object types including nested / anonymous functions. We've found this easier to use than `multiprocessing`. | <span class="label label-green">Best</span> |
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| [concurrent.futures] | [See the table below](#asynchronous-processing). | <span class="label label-yellow">Good</span> |
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| [dask] | Aims to make scaling existing code in familiar libraries (`numpy`, [pandas], `scikit-learn`, ) easy. | <span class="label label-yellow">Good</span> |
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| [dask] | Aims to make scaling existing code in familiar libraries (`numpy`, [pandas], `scikit-learn`, ...) easy. | <span class="label label-yellow">Good</span> |
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| [multiprocessing] | The standard library module for distributing tasks across multiple processes. | <span class="label label-yellow">Good</span> |
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| [mpi4py] | Support for MPI based parallelism. | <span class="label label-yellow">Good</span> |
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| [threading] | The standard library module for multi-threading. Due to the _global interpreter lock_ [currently][PEP703] only one thread can execute Python code at a time. | <span class="label label-red">Avoid</span> |

docs/pages/virtual.md

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| [pixi] | A fast drop-in replacement for `conda`. | <span class="label label-yellow">Good</span> |
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| [pyenv] | Lets you easily switch between multiple versions of Python. | <span class="label label-yellow">Good</span> |
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| [virtualenv] | Creates isolated Python environments, and offers more features than venv. | <span class="label label-yellow">Good</span> |
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| [venv] | Creates isolated Python environments. Fewer features than other tools, but widely used and comes built into Python. | <span class="label label-yellow">Good</span> |
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| [venv] | Creates isolated Python environments. Fewer features than other tools, but very widely used and comes built into Python. | <span class="label label-yellow">Good</span> |
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| [anaconda] | Due to recent [licensing ambiguity][anaconda-problems], we recommend avoiding anaconda and many of the default channels. We recommend installing miniforge and sticking to the `conda-forge` channel. | <span class="label label-red">Avoid</span> |
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<!-- links here for a more readable table -->

tests/data/test_package_generation/.github/ISSUE_TEMPLATE/bug_report.yml

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import cookiecutter_test
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...
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render: Python
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validations:
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required: true

tests/data/test_package_generation/.github/ISSUE_TEMPLATE/feature_request.yml

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attributes:
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label: Is Your Feature Request Related to a Problem? Please Describe
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description: A clear and concise description of what the problem is.
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placeholder: I'm always frustrated when []
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placeholder: I'm always frustrated when [...]
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validations:
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required: true
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- id: solution

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