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The MCP community is launching an official registry to standardize AI tool discovery and let agents dynamically find and install MCP servers.
.. role:: doc .. (Forward declaration for the "doc" role that Sphinx defines for interop with renderers that are often used to show this doc and that are unaware of Sphinx (GitHub.com, PyPI.org, etc.). Use :doc: rather than :ref: here for better interop as well.)
The bidirectional mapping library for Python.
.. image:: https://img.shields.io/pypi/v/bidict.svg :target: https://pypi.org/project/bidict :alt: Latest release
.. image:: https://img.shields.io/readthedocs/bidict/main.svg :target: https://bidict.readthedocs.io/en/main/ :alt: Documentation
.. image:: https://github.com/jab/bidict/actions/workflows/test.yml/badge.svg :target: https://github.com/jab/bidict/actions/workflows/test.yml?query=branch%3Amain :alt: GitHub Actions CI status
.. image:: https://img.shields.io/pypi/l/bidict.svg :target: https://raw.githubusercontent.com/jab/bidict/main/LICENSE :alt: License
.. image:: https://static.pepy.tech/badge/bidict :target: https://pepy.tech/project/bidict :alt: PyPI Downloads
.. image:: https://img.shields.io/badge/GitHub-sponsor-ff69b4 :target: https://github.com/sponsors/jab :alt: Sponsor
Mature: Depended on by Google, Venmo, CERN, Baidu, Tencent, and teams across the world since 2009
Familiar, Pythonic APIs that are carefully designed for safety, simplicity, flexibility, and ergonomics
Lightweight, with no runtime dependencies outside Python's standard library
Implemented in
concise, well-factored, fully type-hinted Python code
that is optimized for running efficiently
as well as for long-term maintenance and stability
(as well as joy <#learning-from-bidict>
__)
Extensively documented <https://bidict.readthedocs.io>
__
100% test coverage running continuously across all supported Python versions (including property-based tests and benchmarks)
pip install bidict
.. code:: python
from bidict import bidict element_by_symbol = bidict({'H': 'hydrogen'}) element_by_symbol['H'] 'hydrogen' element_by_symbol.inverse['hydrogen'] 'H'
For more usage documentation,
head to the :doc:intro
[#fn-intro]_
and proceed from there.
Enterprise-level support for bidict can be obtained via the
Tidelift subscription <https://tidelift.com/subscription/pkg/pypi-bidict?utm_source=pypi-bidict&utm_medium=referral&utm_campaign=readme>
__
or by contacting me directly <mailto:jabronson@gmail.com>
__.
I have a US-based LLC set up for invoicing, and I have 15+ years of professional experience delivering software and support to companies successfully.
You can also sponsor my work through several platforms, including GitHub Sponsors.
See the Sponsoring <#sponsoring>
__ section below for details,
including rationale and examples of companies
supporting the open source projects they depend on.
Please search through already-asked questions and answers
in GitHub Discussions <https://github.com/jab/bidict/discussions>
__
and the issue tracker <https://github.com/jab/bidict/issues?q=is%3Aissue>
__
in case your question has already been addressed.
Otherwise, please feel free to
start a new discussion <https://github.com/jab/bidict/discussions>
__
or create a new issue <https://github.com/jab/bidict/issues/new>
__ on GitHub,
or ask in the bidict chatroom <https://gitter.im/jab/bidict>
__
for voluntary community support.
If you use bidict, and especially if your usage or your organization is significant in some way, please let me know in any of the following ways:
star bidict on GitHub <https://github.com/jab/bidict>
__GitHub Discussions <https://github.com/jab/bidict/discussions>
__chat room <https://gitter.im/jab/bidict>
__email me <mailto:jabronson@gmail.com>
__For bidict release notes, see the :doc:changelog
. [#fn-changelog]_
.. duplicated in CHANGELOG.rst:
(Would use .. include::
but GitHub's renderer doesn't support it.)
Watch bidict releases on GitHub <https://github.com/jab/bidict/releases>
__
to be notified when new versions of bidict are published.
Click the "Watch" dropdown, choose "Custom", and then choose "Releases".
One of the best things about bidict is that it touches a surprising number of interesting Python corners, especially given its small size and scope.
Check out :doc:learning-from-bidict
[#fn-learning]_
if you're interested in learning more.
I have been bidict's sole maintainer
and active contributor <https://github.com/jab/bidict/graphs/contributors>
__
since I started the project ~15 years ago.
Your help would be most welcome!
See the :doc:contributors-guide
[#fn-contributing]_
for more information.
.. duplicated in CONTRIBUTING.rst
(Would use .. include::
but GitHub's renderer doesn't support it.)
.. image:: https://img.shields.io/badge/GitHub-sponsor-ff69b4 :target: https://github.com/sponsors/jab :alt: Sponsor through GitHub
Bidict is the product of thousands of hours of my unpaid work over the 15+ years that I've been the sole maintainer.
If bidict has helped you or your company accomplish your work, please sponsor my work through one of the following, and/or ask your company to do the same:
GitHub <https://github.com/sponsors/jab>
__PayPal <https://www.paypal.com/cgi-bin/webscr?cmd=_xclick&business=jabronson%40gmail%2ecom&lc=US&item_name=Sponsor%20bidict>
__Tidelift <https://tidelift.com>
__thanks.dev <https://thanks.dev>
__Gumroad <https://gumroad.com/l/bidict>
__a support engagement with my LLC <#enterprise-support>
__If you're not sure which to use, GitHub is an easy option, especially if you already have a GitHub account. Just choose a monthly or one-time amount, and GitHub handles everything else. Your bidict sponsorship on GitHub will automatically go on the same regular bill as any other GitHub charges you pay for. PayPal is another easy option for one-time contributions.
See the following for rationale and examples of companies supporting the open source projects they depend on in this manner:
<https://engineering.atspotify.com/2022/04/announcing-the-spotify-foss-fund/>
__<https://blog.sentry.io/2021/10/21/we-just-gave-154-999-dollars-and-89-cents-to-open-source-maintainers>
__<https://engineering.indeedblog.com/blog/2019/07/foss-fund-six-months-in/>
__.. - <https://sethmlarson.dev/blog/people-in-your-software-supply-chain>
__
.. - <https://www.cognitect.com/blog/supporting-open-source-developers>
__
.. - <https://vorpus.org/blog/the-unreasonable-effectiveness-of-investment-in-open-source-infrastructure/>
__
If you're viewing this on <https://bidict.readthedocs.io>
__,
note that multiple versions of the documentation are available,
and you can choose a different version using the popup menu at the bottom-right.
Please make sure you're viewing the version of the documentation
that corresponds to the version of bidict you'd like to use.
If you're viewing this on GitHub, PyPI, or some other place that can't render and link this documentation properly and are seeing broken links, try these alternate links instead:
.. [#fn-intro] <https://bidict.readthedocs.io/intro.html>
__ | <docs/intro.rst>
__
.. [#fn-changelog] <https://bidict.readthedocs.io/changelog.html>
__ | <CHANGELOG.rst>
__
.. [#fn-learning] <https://bidict.readthedocs.io/learning-from-bidict.html>
__ | <docs/learning-from-bidict.rst>
__
.. [#fn-contributing] <https://bidict.readthedocs.io/contributors-guide.html>
__ | <CONTRIBUTING.rst>
__
FAQs
The bidirectional mapping library for Python.
We found that bidict demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 1 open source maintainer collaborating on the project.
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