Skip to main content
Gitlab Build Status Github Build Status Python Package Index Release Page Zenodo DOI for latest release

Pytools is a big bag of things that are “missing” from the Python standard library. This is mainly a dependency of my other software packages, and is probably of little interest to you unless you use those. If you’re curious nonetheless, here’s what’s on offer:

  • A ton of small tool functions such as len_iterable, argmin, tuple generation, permutation generation, ASCII table pretty printing, GvR’s monkeypatch_xxx() hack, the elusive flatten, and much more.

  • Batch job submission, pytools.batchjob.

  • A lexer, pytools.lex.

  • A persistent key-value store, pytools.persistent_dict.

Links:

Release files for pytools 2026.1.1

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

Source distribution (sdist)

Source distribution for pytools 2026.1.1
File Size Uploaded
pytools-2026.1.1.tar.gz 86.0 kB Details

Built distribution (wheel)

Table of built distributions (wheels) for pytools 2026.1.1
File Interpreter ABI Platform
pytools-2026.1.1-py3-none-any.whl Python 3 none any Details

Total release size: 185.2 kB

Release files / pytools-2026.1.1.tar.gz

Download URL pytools-2026.1.1.tar.gz
Size 86.0 kB
Tags Source
SHA-256 checksum
How to use checksums
260e0d88c9a903c65cfe34fbe818764f44a3f96e722e1a3645ce4d596add22b1
BLAKE2b-256 checksum
How to use checksums
4107ad213383d0733f9ccb88e05bb79ace967946009f8652a2394f845648aa38
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 3, 2026.

Transparency log

Release files / pytools-2026.1.1-py3-none-any.whl

Download URL pytools-2026.1.1-py3-none-any.whl
Size 99.2 kB
Tags Python 3
SHA-256 checksum
How to use checksums
1f6d9a39c871b6dc761893373792f10b67886c83e38f2aa09b66e11f8c021436
BLAKE2b-256 checksum
How to use checksums
bb4532a4b57ff351213094a533067db1846494db9bba5f3348b75223b94f3d22
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.13.12

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on Jun 3, 2026.

Transparency log

Release history Release notifications | RSS feed

This release

2026.1.1 This release

2 release files

2025.1

2 release files

2024.1

2 release files

2023.1

2 release files

2022.1

1 release file

2021.2

1 release file

2021.1

1 release file

2020.4

1 release file

2020.3

1 release file

2020.2

1 release file

2020.1

1 release file

2019.1

1 release file

2018.5

1 release file

2018.4

1 release file

2018.3

1 release file

2018.2

1 release file

2018.1

1 release file

2017.6

1 release file

2017.5

1 release file

2017.4

1 release file

2017.3

1 release file

2017.2

1 release file

2017.1

1 release file

2016.2

1 release file

2016.1

1 release file

2015.1

2014.3

1 release file

2014.2

2 release files

2014.1

1 release file

2013.5

1 release file

2013.4

1 release file

2013.3

1 release file

2013.2

1 release file

2013.1

1 release file

2012.1

1 release file

2011.5

1 release file

2011.4

1 release file

2011.3

1 release file

2011.2

1 release file

2011.1

1 release file

11

1 release file

10

1 release file

9

1 release file

8

1 release file

7

1 release file

6

1 release file

5

1 release file

4

1 release file

3

1 release file

2

1 release file

1

1 release file

0.10

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page