Utilities based on Pythons iterators and generators.
The full list of functions and classes included in this package:
========================================================================================================== ================================================================================================================================ ============================================================================================================== ======================================================================================================
accumulate <https://iteration-utilities.readthedocs.io/en/latest/generated/accumulate.html>_ all_distinct <https://iteration-utilities.readthedocs.io/en/latest/generated/all_distinct.html>_ all_equal <https://iteration-utilities.readthedocs.io/en/latest/generated/all_equal.html>_ all_isinstance <https://iteration-utilities.readthedocs.io/en/latest/generated/all_isinstance.html>_
all_monotone <https://iteration-utilities.readthedocs.io/en/latest/generated/all_monotone.html>_ always_iterable <https://iteration-utilities.readthedocs.io/en/latest/generated/always_iterable.html>_ any_isinstance <https://iteration-utilities.readthedocs.io/en/latest/generated/any_isinstance.html>_ applyfunc <https://iteration-utilities.readthedocs.io/en/latest/generated/applyfunc.html>_
argmax <https://iteration-utilities.readthedocs.io/en/latest/generated/argmax.html>_ argmin <https://iteration-utilities.readthedocs.io/en/latest/generated/argmin.html>_ argsorted <https://iteration-utilities.readthedocs.io/en/latest/generated/argsorted.html>_ chained <https://iteration-utilities.readthedocs.io/en/latest/generated/chained.html>_
clamp <https://iteration-utilities.readthedocs.io/en/latest/generated/clamp.html>_ combinations_from_relations <https://iteration-utilities.readthedocs.io/en/latest/generated/combinations_from_relations.html>_ complement <https://iteration-utilities.readthedocs.io/en/latest/generated/complement.html>_ constant <https://iteration-utilities.readthedocs.io/en/latest/generated/constant.html>_
consume <https://iteration-utilities.readthedocs.io/en/latest/generated/consume.html>_ count_items <https://iteration-utilities.readthedocs.io/en/latest/generated/count_items.html>_ deepflatten <https://iteration-utilities.readthedocs.io/en/latest/generated/deepflatten.html>_ dotproduct <https://iteration-utilities.readthedocs.io/en/latest/generated/dotproduct.html>_
double <https://iteration-utilities.readthedocs.io/en/latest/generated/double.html>_ duplicates <https://iteration-utilities.readthedocs.io/en/latest/generated/duplicates.html>_ empty <https://iteration-utilities.readthedocs.io/en/latest/generated/empty.html>_ first <https://iteration-utilities.readthedocs.io/en/latest/generated/first.html>_
flatten <https://iteration-utilities.readthedocs.io/en/latest/generated/flatten.html>_ flip <https://iteration-utilities.readthedocs.io/en/latest/generated/flip.html>_ getitem <https://iteration-utilities.readthedocs.io/en/latest/generated/getitem.html>_ groupedby <https://iteration-utilities.readthedocs.io/en/latest/generated/groupedby.html>_
grouper <https://iteration-utilities.readthedocs.io/en/latest/generated/grouper.html>_ InfiniteIterable <https://iteration-utilities.readthedocs.io/en/latest/generated/InfiniteIterable.html>_ insert <https://iteration-utilities.readthedocs.io/en/latest/generated/insert.html>_ intersperse <https://iteration-utilities.readthedocs.io/en/latest/generated/intersperse.html>_
ipartition <https://iteration-utilities.readthedocs.io/en/latest/generated/ipartition.html>_ is_even <https://iteration-utilities.readthedocs.io/en/latest/generated/is_even.html>_ is_iterable <https://iteration-utilities.readthedocs.io/en/latest/generated/is_iterable.html>_ is_None <https://iteration-utilities.readthedocs.io/en/latest/generated/is_None.html>_
is_not_None <https://iteration-utilities.readthedocs.io/en/latest/generated/is_not_None.html>_ is_odd <https://iteration-utilities.readthedocs.io/en/latest/generated/is_odd.html>_ ItemIdxKey <https://iteration-utilities.readthedocs.io/en/latest/generated/ItemIdxKey.html>_ iter_except <https://iteration-utilities.readthedocs.io/en/latest/generated/iter_except.html>_
Iterable <https://iteration-utilities.readthedocs.io/en/latest/generated/Iterable.html>_ itersubclasses <https://iteration-utilities.readthedocs.io/en/latest/generated/itersubclasses.html>_ last <https://iteration-utilities.readthedocs.io/en/latest/generated/last.html>_ ManyIterables <https://iteration-utilities.readthedocs.io/en/latest/generated/ManyIterables.html>_
merge <https://iteration-utilities.readthedocs.io/en/latest/generated/merge.html>_ minmax <https://iteration-utilities.readthedocs.io/en/latest/generated/minmax.html>_ ncycles <https://iteration-utilities.readthedocs.io/en/latest/generated/ncycles.html>_ nth <https://iteration-utilities.readthedocs.io/en/latest/generated/nth.html>_
nth_combination <https://iteration-utilities.readthedocs.io/en/latest/generated/nth_combination.html>_ one <https://iteration-utilities.readthedocs.io/en/latest/generated/one.html>_ packed <https://iteration-utilities.readthedocs.io/en/latest/generated/packed.html>_ pad <https://iteration-utilities.readthedocs.io/en/latest/generated/pad.html>_
partial <https://iteration-utilities.readthedocs.io/en/latest/generated/partial.html>_ partition <https://iteration-utilities.readthedocs.io/en/latest/generated/partition.html>_ Placeholder <https://iteration-utilities.readthedocs.io/en/latest/generated/Placeholder.html>_ powerset <https://iteration-utilities.readthedocs.io/en/latest/generated/powerset.html>_
radd <https://iteration-utilities.readthedocs.io/en/latest/generated/radd.html>_ random_combination <https://iteration-utilities.readthedocs.io/en/latest/generated/random_combination.html>_ random_permutation <https://iteration-utilities.readthedocs.io/en/latest/generated/random_permutation.html>_ random_product <https://iteration-utilities.readthedocs.io/en/latest/generated/random_product.html>_
rdiv <https://iteration-utilities.readthedocs.io/en/latest/generated/rdiv.html>_ reciprocal <https://iteration-utilities.readthedocs.io/en/latest/generated/reciprocal.html>_ remove <https://iteration-utilities.readthedocs.io/en/latest/generated/remove.html>_ repeatfunc <https://iteration-utilities.readthedocs.io/en/latest/generated/repeatfunc.html>_
replace <https://iteration-utilities.readthedocs.io/en/latest/generated/replace.html>_ replicate <https://iteration-utilities.readthedocs.io/en/latest/generated/replicate.html>_ return_called <https://iteration-utilities.readthedocs.io/en/latest/generated/return_called.html>_ return_False <https://iteration-utilities.readthedocs.io/en/latest/generated/return_False.html>_
return_first_arg <https://iteration-utilities.readthedocs.io/en/latest/generated/return_first_arg.html>_ return_identity <https://iteration-utilities.readthedocs.io/en/latest/generated/return_identity.html>_ return_None <https://iteration-utilities.readthedocs.io/en/latest/generated/return_None.html>_ return_True <https://iteration-utilities.readthedocs.io/en/latest/generated/return_True.html>_
rfdiv <https://iteration-utilities.readthedocs.io/en/latest/generated/rfdiv.html>_ rmod <https://iteration-utilities.readthedocs.io/en/latest/generated/rmod.html>_ rmul <https://iteration-utilities.readthedocs.io/en/latest/generated/rmul.html>_ roundrobin <https://iteration-utilities.readthedocs.io/en/latest/generated/roundrobin.html>_
rpow <https://iteration-utilities.readthedocs.io/en/latest/generated/rpow.html>_ rsub <https://iteration-utilities.readthedocs.io/en/latest/generated/rsub.html>_ second <https://iteration-utilities.readthedocs.io/en/latest/generated/second.html>_ Seen <https://iteration-utilities.readthedocs.io/en/latest/generated/Seen.html>_
sideeffects <https://iteration-utilities.readthedocs.io/en/latest/generated/sideeffects.html>_ split <https://iteration-utilities.readthedocs.io/en/latest/generated/split.html>_ square <https://iteration-utilities.readthedocs.io/en/latest/generated/square.html>_ starfilter <https://iteration-utilities.readthedocs.io/en/latest/generated/starfilter.html>_
successive <https://iteration-utilities.readthedocs.io/en/latest/generated/successive.html>_ tabulate <https://iteration-utilities.readthedocs.io/en/latest/generated/tabulate.html>_ tail <https://iteration-utilities.readthedocs.io/en/latest/generated/tail.html>_ tee_lookahead <https://iteration-utilities.readthedocs.io/en/latest/generated/tee_lookahead.html>_
third <https://iteration-utilities.readthedocs.io/en/latest/generated/third.html>_ unique_everseen <https://iteration-utilities.readthedocs.io/en/latest/generated/unique_everseen.html>_ unique_justseen <https://iteration-utilities.readthedocs.io/en/latest/generated/unique_justseen.html>_
========================================================================================================== ================================================================================================================================ ============================================================================================================== ======================================================================================================
But also some convenience classes providing a lazy and chainable interface for function evaluation:
Iterable <https://iteration-utilities.readthedocs.io/en/latest/generated/Iterable.html>_InfiniteIterable <https://iteration-utilities.readthedocs.io/en/latest/generated/InfiniteIterable.html>_ManyIterables <https://iteration-utilities.readthedocs.io/en/latest/generated/ManyIterables.html>_.. image:: https://img.shields.io/pypi/pyversions/iteration_utilities.svg :target: https://www.python.org/ :alt: Supported Python versions
Documentation ^^^^^^^^^^^^^
.. image:: https://readthedocs.org/projects/iteration-utilities/badge/?version=stable :target: http://iteration-utilities.readthedocs.io/en/stable/?badge=stable :alt: Documentation Status
.. image:: https://readthedocs.org/projects/iteration-utilities/badge/?version=latest :target: http://iteration-utilities.readthedocs.io/en/latest/?badge=latest :alt: Documentation Status
Downloads ^^^^^^^^^
.. image:: https://img.shields.io/pypi/v/iteration_utilities.svg :target: https://pypi.python.org/pypi/iteration_utilities :alt: PyPI Project
.. image:: https://img.shields.io/github/release/MSeifert04/iteration_utilities.svg :target: https://github.com/MSeifert04/iteration_utilities/releases :alt: GitHub Project
.. image:: https://anaconda.org/conda-forge/iteration_utilities/badges/version.svg :target: https://anaconda.org/conda-forge/iteration_utilities :alt: Anaconda-Server Badge
Test status ^^^^^^^^^^^
.. image:: https://ci.appveyor.com/api/projects/status/7dcitqxmh82d0x0m?svg=true :target: https://ci.appveyor.com/project/MSeifert04/iteration-utilities :alt: AppVeyor Status
.. image:: https://codecov.io/gh/MSeifert04/iteration_utilities/branch/master/graph/badge.svg :target: https://codecov.io/gh/MSeifert04/iteration_utilities :alt: Coverage Status
.. image:: https://img.shields.io/badge/benchmarked%20by-asv-green.svg?style=flat :target: https://mseifert04.github.io/iutils_benchmarks/ :alt: Benchmarks
FAQs
Utilities based on Pythons iterators and generators.
We found that iteration-utilities 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.
Did you know?
Socket for GitHub automatically highlights issues in each pull request and monitors the health of all your open source dependencies. Discover the contents of your packages and block harmful activity before you install or update your dependencies.
Security News
PyPI confirms no security flaws were exploited in the Ultralytics supply chain attack and highlights improvements for safer package publishing.
Security News
Research
The Socket Research Team breaks down a malicious wrapper package that uses obfuscation to harvest credentials and exfiltrate sensitive data.
Research
Security News
Attackers used a malicious npm package typosquatting a popular ESLint plugin to steal sensitive data, execute commands, and exploit developer systems.