Pre-release

This release is a pre-release and may not be stable for production use.

CyToolz

Build Status Version Status

Cython implementation of the toolz package, which provides high performance utility functions for iterables, functions, and dictionaries.

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 for more details.

LICENSE

New BSD. See License File.

Install

cytoolz is on the Python Package Index (PyPI):

pip install cytoolz

Dependencies

cytoolz supports Python 3.7+ 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.

Contributions Welcome

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 and cytoolz for contribution ideas.

Community

See our mailing list. We’re friendly.

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Newer release available (1.1.0)

4 maintainers

PyPI data
Data sourced directly from PyPI's database.
Avatar for eriknw from gravatar.com eriknw Avatar for hendrikmakait from gravatar.com hendrikmakait Avatar for jrbourbeau from gravatar.com jrbourbeau
+1 more Avatar for mrocklin from gravatar.com mrocklin

Credits

Author/Maintainer: https://raw.github.com/pytoolz/cytoolz/master/AUTHORS.md

License

BSD License (BSD)

Requires

Python >=3.7

Tags

functional utility itertools functools iterator generator curry memoize lazy streaming bigdata cython toolz cytoolz

Classifiers

Report project as malware

Metadata

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Newer release available (1.1.0)

4 maintainers

PyPI data
Data sourced directly from PyPI's database.
Avatar for eriknw from gravatar.com eriknw Avatar for hendrikmakait from gravatar.com hendrikmakait Avatar for jrbourbeau from gravatar.com jrbourbeau
+1 more Avatar for mrocklin from gravatar.com mrocklin

Credits

Author/Maintainer: https://raw.github.com/pytoolz/cytoolz/master/AUTHORS.md

License

BSD License (BSD)

Requires

Python >=3.7

Tags

functional utility itertools functools iterator generator curry memoize lazy streaming bigdata cython toolz cytoolz

Classifiers

Report project as malware

Release files for cytoolz 0.12.3a2

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for cytoolz 0.12.3a2
File Size Uploaded
cytoolz-0.12.3a2.tar.gz 625.9 kB Details

Built distributions (wheels)

Table of built distributions (wheels) for cytoolz 0.12.3a2
File
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cytoolz-0.12.3a2-pp310-pypy310_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl 396.8 kB PyPy 3.10 PyPy 3.10 7.3 Linux glibc 2.5+ x86-64, Linux glibc 2.17+ x86-64 Details
cytoolz-0.12.3a2-pp310-pypy310_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl 405.9 kB PyPy 3.10 PyPy 3.10 7.3 Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32 Details
cytoolz-0.12.3a2-pp310-pypy310_pp73-macosx_10_9_x86_64.whl 353.1 kB PyPy 3.10 PyPy 3.10 7.3 macOS 10.9+ x86-64 Details
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cytoolz-0.12.3a2-pp39-pypy39_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl 395.9 kB PyPy 3.9 PyPy 3.9 7.3 Linux glibc 2.5+ x86-64, Linux glibc 2.17+ x86-64 Details
cytoolz-0.12.3a2-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl 404.6 kB PyPy 3.9 PyPy 3.9 7.3 Linux glibc 2.5+ x86-32, Linux glibc 2.17+ x86-32 Details
cytoolz-0.12.3a2-pp39-pypy39_pp73-macosx_10_9_x86_64.whl 352.4 kB PyPy 3.9 PyPy 3.9 7.3 macOS 10.9+ x86-64 Details
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cytoolz-0.12.3a2-pp38-pypy38_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 385.3 kB PyPy 3.8 PyPy 3.8 7.3 Linux glibc 2.17+ ARM64 Details
cytoolz-0.12.3a2-pp38-pypy38_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl 397.0 kB PyPy 3.8 PyPy 3.8 7.3 Linux glibc 2.5+ x86-64, Linux glibc 2.17+ x86-64 Details
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cytoolz-0.12.3a2-pp37-pypy37_pp73-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl 396.8 kB PyPy 3.7 PyPy 3.7 7.3 Linux glibc 2.5+ x86-64, Linux glibc 2.17+ x86-64 Details
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cytoolz-0.12.3a2-cp312-cp312-win_amd64.whl 363.3 kB CPython 3.12 CPython 3.12 Windows x86-64 Details
cytoolz-0.12.3a2-cp312-cp312-win32.whl 320.6 kB CPython 3.12 CPython 3.12 Windows x86-32 Details
cytoolz-0.12.3a2-cp312-cp312-musllinux_1_1_x86_64.whl 2.1 MB CPython 3.12 CPython 3.12 Linux musl 1.1+ x86-64 Details
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cytoolz-0.12.3a2-cp312-cp312-musllinux_1_1_i686.whl 2.0 MB CPython 3.12 CPython 3.12 Linux musl 1.1+ x86-32 Details
cytoolz-0.12.3a2-cp312-cp312-musllinux_1_1_aarch64.whl 2.1 MB CPython 3.12 CPython 3.12 Linux musl 1.1+ ARM64 Details
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cytoolz-0.12.3a2-cp311-cp311-musllinux_1_1_aarch64.whl 2.1 MB CPython 3.11 CPython 3.11 Linux musl 1.1+ ARM64 Details
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cytoolz-0.12.3a2-cp37-cp37m-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 1.9 MB CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ PowerPC 64-le Details
cytoolz-0.12.3a2-cp37-cp37m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 1.8 MB CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ ARM64 Details
cytoolz-0.12.3a2-cp37-cp37m-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl 1.7 MB CPython 3.7 CPython 3.7 pymalloc Linux glibc 2.17+ x86-32, Linux glibc 2.5+ x86-32 Details
cytoolz-0.12.3a2-cp37-cp37m-macosx_10_9_x86_64.whl 412.1 kB CPython 3.7 CPython 3.7 pymalloc macOS 10.9+ x86-64 Details

Total release size: 136.8 MB

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Release files / cytoolz-0.12.3a2-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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