Z0Z_tools

Temporary home for humpy_toolz, humpy_cytoolz, and humpy_tlz packages while improving them. The audio processing modules previously in this repository now live in hunterHearsPy.

humpy_toolz

humpy_toolz is a typed fork of toolz. It provides composable functions for iterators, dictionaries, and function composition with type stubs.

from humpy_toolz import compose_left, curry, merge, pipe

merged = merge({"a": 1}, {"b": 2})
transform = compose_left(lambda x: x + 1, lambda x: x * 2)
result = pipe(3, transform)

humpy_cytoolz

humpy_cytoolz is the Cython-accelerated companion package. The core modules dicttoolz, functoolz, itertoolz, recipes, and utils are built as extension modules.

from humpy_cytoolz import curry, groupby, merge

humpy_tlz

humpy_tlz mirrors the humpy_toolz API and imports from humpy_cytoolz when available, falling back to humpy_toolz otherwise.

from humpy_tlz import curry, groupby, pipe

Standard library operator module is "curried"

from humpy_toolz.curried import operator
from humpy_cytoolz.curried import operator

Installation

pip install Z0Z_tools

Sources

  1. toolz
  2. cytoolz
  3. toolz-stubs
  4. cytoolz-stubs

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Avatar for hunterhogan from gravatar.com hunterhogan

Credits

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Author: Hunter Hogan

GitHub Statistics

Data verified by PyPI on Aug 10, 2026
The GitHub source repository was provided by the project maintainers and verified by PyPI at the time of upload. Stars, forks, and open issues/PRs are derived from that repository and have not been independently verified.

License expression

CC-BY-NC-4.0
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Requires

Python >=3.12

Provides Extra

development testing

Tags

cytoolz functional programming toolz

Classifiers

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