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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