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- Metadata-Version: 2.4
- Name: joblib
- Version: 1.5.3
- Summary: Lightweight pipelining with Python functions
- Author-email: Gael Varoquaux <gael.varoquaux@normalesup.org>
- License-Expression: BSD-3-Clause
- Project-URL: Homepage, https://joblib.readthedocs.io
- Project-URL: Source, https://github.com/joblib/joblib
- Platform: any
- Classifier: Development Status :: 5 - Production/Stable
- Classifier: Environment :: Console
- Classifier: Intended Audience :: Developers
- Classifier: Intended Audience :: Science/Research
- Classifier: Intended Audience :: Education
- Classifier: Operating System :: OS Independent
- Classifier: Programming Language :: Python :: 3
- Classifier: Programming Language :: Python :: 3.9
- Classifier: Programming Language :: Python :: 3.10
- Classifier: Programming Language :: Python :: 3.11
- Classifier: Programming Language :: Python :: 3.12
- Classifier: Programming Language :: Python :: 3.13
- Classifier: Topic :: Scientific/Engineering
- Classifier: Topic :: Utilities
- Classifier: Topic :: Software Development :: Libraries
- Requires-Python: >=3.9
- Description-Content-Type: text/x-rst
- License-File: LICENSE.txt
- Dynamic: license-file
- |PyPi| |CIStatus| |ReadTheDocs| |Codecov|
- .. |PyPi| image:: https://badge.fury.io/py/joblib.svg
- :target: https://badge.fury.io/py/joblib
- :alt: Joblib version
- .. |CIStatus| image:: https://github.com/joblib/joblib/actions/workflows/test.yml/badge.svg
- :target: https://github.com/joblib/joblib/actions/workflows/test.yml?query=branch%3Amain
- :alt: CI status
- .. |ReadTheDocs| image:: https://readthedocs.org/projects/joblib/badge/?version=latest
- :target: https://joblib.readthedocs.io/en/latest/?badge=latest
- :alt: Documentation Status
- .. |Codecov| image:: https://codecov.io/gh/joblib/joblib/branch/main/graph/badge.svg
- :target: https://codecov.io/gh/joblib/joblib
- :alt: Codecov coverage
- The homepage of joblib with user documentation is located on:
- https://joblib.readthedocs.io
- Getting the latest code
- =======================
- To get the latest code using git, simply type::
- git clone https://github.com/joblib/joblib.git
- If you don't have git installed, you can download a zip
- of the latest code: https://github.com/joblib/joblib/archive/refs/heads/main.zip
- Installing
- ==========
- You can use `pip` to install joblib from any directory::
- pip install joblib
- or install it in editable mode from the source directory::
- pip install -e .
- Dependencies
- ============
- - Joblib has no mandatory dependencies besides Python (supported versions are
- 3.9+).
- - Joblib has an optional dependency on Numpy (at least version 1.6.1) for array
- manipulation.
- - Joblib includes its own vendored copy of
- `loky <https://github.com/tomMoral/loky>`_ for process management.
- - Joblib can efficiently dump and load numpy arrays but does not require numpy
- to be installed.
- - Joblib has an optional dependency on
- `python-lz4 <https://pypi.python.org/pypi/lz4>`_ as a faster alternative to
- zlib and gzip for compressed serialization.
- - Joblib has an optional dependency on psutil to mitigate memory leaks in
- parallel worker processes.
- - Some examples require external dependencies such as pandas. See the
- instructions in the `Building the docs`_ section for details.
- Workflow to contribute
- ======================
- To contribute to joblib, first create an account on `github
- <https://github.com/>`_. Once this is done, fork the `joblib repository
- <https://github.com/joblib/joblib>`_ to have your own repository,
- clone it using ``git clone``. Make your changes in a branch of your clone, push
- them to your github account, test them locally, and when you are happy with
- them, send a pull request to the main repository.
- You can use `pre-commit <https://pre-commit.com/#install>`_ to run code style checks
- before each commit::
- pip install pre-commit
- pre-commit install
- pre-commit checks can be disabled for a single commit with::
- git commit -n
- Running the test suite
- ======================
- To run the test suite, you need the pytest (version >= 3) and coverage modules.
- Run the test suite using::
- pytest joblib
- from the root of the project.
- Building the docs
- =================
- To build the docs you need to have sphinx (>=1.4) and some dependencies
- installed::
- pip install -U -r .readthedocs-requirements.txt
- The docs can then be built with the following command::
- make doc
- The html docs are located in the ``doc/_build/html`` directory.
- Making a source tarball
- =======================
- To create a source tarball, eg for packaging or distributing, run the
- following command::
- pip install build
- python -m build --sdist
- The tarball will be created in the `dist` directory. This command will create
- the resulting tarball that can be installed with no extra dependencies than the
- Python standard library.
- Making a release and uploading it to PyPI
- =========================================
- This command is only run by project manager, to make a release, and
- upload in to PyPI::
- pip install build
- python -m build --sdist --wheel
- twine upload dist/*
- Note that the documentation should automatically get updated at each git
- push. If that is not the case, try building th doc locally and resolve
- any doc build error (in particular when running the examples).
- Updating the changelog
- ======================
- Changes are listed in the CHANGES.rst file. They must be manually updated
- but, the following git command may be used to generate the lines::
- git log --abbrev-commit --date=short --no-merges --sparse
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