|Build Status| |Version Status|
Cython implementation of the
|literal toolz|_ package, <https://pypi.python.org/pypi/toolz/>__ which
provides high performance utility functions for iterables, functions,
and dictionaries.
.. |literal toolz| replace:: toolz
.. _literal toolz: https://github.com/pytoolz/toolz
toolz is a pure Python package that borrows heavily from contemporary
functional languanges. It is designed to interoperate seamlessly with other
libraries including itertools, functools, and third party libraries.
High performance functional data analysis is possible with builtin types
like list and dict, and user-defined data structures; and low memory
usage is achieved by using the iterator protocol and returning iterators
whenever possible.
cytoolz implements the same API as toolz. The main differences are
that cytoolz is faster (typically 2-5x faster with a few spectacular
exceptions) and cytoolz offers a C API that is accessible to other
projects developed in Cython. Since toolz is able to process very
large (potentially infinite) data sets, the performance increase gained by
using cytoolz can be significant.
See the PyToolz documentation at https://toolz.readthedocs.io and the full
API Documentation <https://toolz.readthedocs.io/en/latest/api.html>__
for more details.
New BSD. See License File <https://github.com/pytoolz/cytoolz/blob/master/LICENSE.txt>__.
cytoolz is on the Python Package Index (PyPI):
::
pip install cytoolz
cytoolz supports Python 3.8+ with a common codebase.
It is developed in Cython, but requires no dependecies other than CPython
and a C compiler. Like toolz, it is a light weight dependency.
toolz (and cytoolz) aims to be a repository for utility functions,
particularly those that come from the functional programming and list
processing traditions. We welcome contributions that fall within this scope
and encourage users to scrape their util.py files for functions that are
broadly useful.
Please take a look at our issue pages for
toolz <https://github.com/pytoolz/toolz/issues>__ and
cytoolz <https://github.com/pytoolz/cytoolz/issues>__
for contribution ideas.
See our mailing list <https://groups.google.com/forum/#!forum/pytoolz>__.
We're friendly.
.. |Build Status| image:: https://github.com/pytoolz/cytoolz/actions/workflows/test.yml/badge.svg?branch=master :target: https://github.com/pytoolz/cytoolz/actions .. |Version Status| image:: https://badge.fury.io/py/cytoolz.svg :target: http://badge.fury.io/py/cytoolz
FAQs
Cython implementation of Toolz: High performance functional utilities
We found that cytoolz demonstrated a healthy version release cadence and project activity because the last version was released less than a year ago. It has 4 open source maintainers collaborating on the project.
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