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pytoolz
cytoolz
Python2015–2021
pytoolz / cytoolz

cytoolz

Cython implementation of Toolz: High performance functional utilities

3Distinct people
3Mentions
2Explicit recommenders
1.1KGitHub stars
REPOSITORY AT A GLANCE

What to know before exploring

What it is

Cython implementation of Toolz: High performance functional utilities

GitHub

Where it is used

No documented product use has been verified yet.

What people are saying

It's a package, not a built in, but pytoolz [0] is a very complete solution to the type of functional programming munging you are taking about. I wish more people knew about it…

hcrisp used a recommendation phrase. 2 indexed comments match. This is a phrase match, not a verdict.

No classified warning is attached to this page. Read the discussions before treating silence as approval.

Also in these discussions

No other repository is repeatedly linked in the same discussions.

This week on Hacker News

Nov 7–Nov 14 UTC · Direct repository links and separately labeled related project stories. Indexed through 11/14/2026, 3:56:07 PM UTC.

No direct repository links were found in the indexed HN discussions over the past seven days. Older discussions are available below.

Mentions over time

HN mentions by year3 dated mentions

Observed mentions: 2015-05-12 12:06:37 UTC to 2021-07-09 12:58:13 UTC.

012015-01-01 00:00:00 UTC to 2016-01-01 00:00:00 UTC (exclusive): 1 mentions; 0 submissions, 1 comments20152016-01-01 00:00:00 UTC to 2017-01-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2017-01-01 00:00:00 UTC to 2018-01-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2018-01-01 00:00:00 UTC to 2019-01-01 00:00:00 UTC (exclusive): 1 mentions; 0 submissions, 1 comments20182019-01-01 00:00:00 UTC to 2020-01-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2020-01-01 00:00:00 UTC to 2021-01-01 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2021-01-01 00:00:00 UTC to 2022-01-01 00:00:00 UTC (exclusive): 1 mentions; 0 submissions, 1 comments2021

Counts come from the repository’s dated source evidence. Index cutoff: 2026-11-02 08:16:59 UTC.

View mention counts and date ranges
UTC ranges include their start and exclude their end. Select a period to filter the source evidence.
PeriodStart (UTC)End (exclusive, UTC)MentionsSubmissionsComments
20152015-01-01 00:00:00 UTC2016-01-01 00:00:00 UTC101
20162016-01-01 00:00:00 UTC2017-01-01 00:00:00 UTC000
20172017-01-01 00:00:00 UTC2018-01-01 00:00:00 UTC000
20182018-01-01 00:00:00 UTC2019-01-01 00:00:00 UTC101
20192019-01-01 00:00:00 UTC2020-01-01 00:00:00 UTC000
20202020-01-01 00:00:00 UTC2021-01-01 00:00:00 UTC000
20212021-01-01 00:00:00 UTC2022-01-01 00:00:00 UTC101

What Hacker News says

3 sources
hcrisp·Jul 9, 2021Recommendation phrase
It's a package, not a built in, but pytoolz [0] is a very complete solution to the type of functional programming munging you are taking about. I wish more people knew about it (no one here seems to have mentioned it). And it has been Cython optimized in another package called cytoolz [1]. The author explains in the Heritage section how it is an extension of and plays nice with itertools and functools [2]. For Python coders new to functional programming, and how it can make working with data easier, I highly recommend reading the following sections of the pytoolz docs: Composability, Function Purity, Laziness, and Control Flow [0]. [0] https://toolz.readthedocs.io/en/latest/ [1] https://github.com/pytoolz/cytoolz [2] https://toolz.readthedocs.io/en/latest/heritage.html
In Functools – The Power of Higher-Order Functions in Python
It is sometimes hard to justify a dependency - many of toolz/fn.py/funcy functions are not hard to write manually. The great thing about toolz is its https://github.com/pytoolz/cytoolz counterpart which provides an optimized implementation of toolz. It is useful when you have a bottleneck in Python code - e.g. run several functions (functoolz.juxt), merge dictionaries (dicttooz.merge), etc. With cytoolz the code becomes prettier and faster, not only prettier, so it is easier for cytoolz to sneak in.
In Toolz: A functional standard library for Python

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