Update best-of list for version 2023.05.11

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LukasMasuch 2023-05-11 14:20:52 +00:00 committed by best-of update
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## 📈 Trending Up
_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
- <b><a href="https://github.com/python/mypy">mypy</a></b> (🥇46 · 15K · 📈) - Optional static typing for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/jazzband/pip-tools">pip-tools</a></b> (🥈38 · 6.8K · 📈) - A set of tools to keep your pinned Python dependencies fresh. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/pytest-dev/pytest-asyncio">pytest-asyncio</a></b> (🥈33 · 1.1K · 📈) - Asyncio support for pytest. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/pythonprofilers/memory_profiler">memory-profiler</a></b> (🥈29 · 3.9K · 📈) - Monitor Memory usage of Python code. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/pympler/pympler">pympler</a></b> (🥉25 · 1K · 💤) - Development tool to measure, monitor and analyze the memory.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
## 📉 Trending Down
_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
- <b><a href="https://github.com/python-poetry/poetry">poetry</a></b> (🥈36 · 25K · 📉) - Python packaging and dependency management made easy. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/PyCQA/autoflake">autoflake</a></b> (🥈22 · 760 · 📉) - Removes unused imports and unused variables as reported by pyflakes. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/buildout/buildout">buildout</a></b> (🥉22 · 560 · 📉) - Buildout is a deployment automation tool written in and.. <code>Unlicensed</code>
- <b><a href="https://github.com/PyCQA/flake8-import-order">flake8-import-order</a></b> (🥉18 · 270 · 📉) - Flake8 plugin that checks import order against.. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/paver/paver">paver</a></b> (🥉15 · 450 · 📉) - Python-based project scripting. <code>Unlicensed</code>

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,name,github_id,category,description,resource,github_url,homepage,license,created_at,updated_at,last_commit_pushed_at,commit_count,recent_commit_count,fork_count,watchers_count,pr_count,open_issue_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,contributor_count,projectrank,show,updated_github_id,pypi_id,conda_id,labels,dependent_project_count,github_dependent_project_count,pypi_url,pypi_latest_release_published_at,pypi_dependent_project_count,pypi_monthly_downloads,monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,trending,github_release_downloads,dockerhub_id,dockerhub_url,dockerhub_latest_release_published_at,dockerhub_stars,dockerhub_pulls,npm_id,npm_url,npm_monthly_downloads,cargo_id,cargo_url,cargo_latest_release_published_at,cargo_dependent_project_count,cargo_monthly_downloads,cargo_total_downloads,conda_forge
0,best-of-web-python - Testing,ml-tooling/best-of-web-python,testing,Testing libraries & tools for python web frameworks.,True,https://github.com/ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27.000,2023-05-04 22:16:19.000,2023-05-04 22:16:17,227.0,25.0,143.0,51.0,139.0,1.0,2.0,1890.0,2023-05-04 22:16:23.000,2023.05.04,88.0,10.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
1,best-of-mkdocs,pawamoy/best-of-mkdocs,documentation,Collection of MkDocs projects and plugins.,True,https://github.com/mkdocs/best-of-mkdocs,https://github.com/mkdocs/best-of-mkdocs,CC-BY-SA-4.0,2022-04-17 07:48:22.000,2023-05-04 21:45:49.000,2023-05-04 21:45:48,161.0,20.0,9.0,8.0,79.0,1.0,2.0,233.0,2023-05-04 21:45:55.000,2023.05.04,59.0,5.0,0,True,mkdocs/best-of-mkdocs,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
2,Python.org Packaging,,packaging,An Overview of Packaging for Python.,True,,https://packaging.python.org/overview/,,,,,,,,,,,,,,,,,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
3,unittest,,testing,Unittest is a test framework included in the Python standard library.,True,,https://docs.python.org/3/library/unittest.html,,,,,,,,,,,,,,,,,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
4,pytest,pytest-dev/pytest,testing,"The pytest framework makes it easy to write small tests, yet scales to support complex functional testing.",,https://github.com/pytest-dev/pytest,https://github.com/pytest-dev/pytest,MIT,2015-06-15 20:28:27.000,2023-05-11 12:44:12.000,2023-05-11 01:28:52,14971.0,107.0,2310.0,194.0,5040.0,865.0,4451.0,10149.0,2023-04-14 18:13:32.583,7.3.1,160.0,869.0,47,True,,pytest,conda-forge/pytest,['pytest'],916513.0,900640.0,https://pypi.org/project/pytest,2023-01-14 12:19:00.550,15873.0,59844732.0,60090077.0,https://anaconda.org/conda-forge/pytest,2023-04-14 23:00:04.667,20118311.0,1.0,,,,,,,,,,,,,,,,,
5,mypy,python/mypy,linters,Optional static typing for Python.,,https://github.com/python/mypy,https://github.com/python/mypy,MIT,2012-12-07 13:30:23.000,2023-05-11 13:07:42.000,2023-05-11 13:07:42,11184.0,204.0,2525.0,232.0,6180.0,2552.0,6571.0,15329.0,2023-05-10 15:44:24.192,1.3.0,103.0,650.0,46,True,,mypy,conda-forge/mypy,,193564.0,185007.0,https://pypi.org/project/mypy,2022-11-14 16:58:14.966,8557.0,13521847.0,13566772.0,https://anaconda.org/conda-forge/mypy,2023-05-10 22:28:23.336,2965053.0,1.0,4.0,,,,,,,,,,,,,,,,
6,pipenv,pypa/pipenv,virtual-envs,Python Development Workflow for Humans.,,https://github.com/pypa/pipenv,https://github.com/pypa/pipenv,MIT,2017-01-20 00:44:02.000,2023-05-11 12:51:23.000,2023-05-07 02:57:12,8303.0,76.0,1824.0,361.0,1685.0,193.0,3735.0,23834.0,2023-04-29 21:02:44.000,2023.4.29,354.0,465.0,45,True,,pipenv,conda-forge/pipenv,,80949.0,79691.0,https://pypi.org/project/pipenv,2022-12-19 10:26:16.459,1258.0,6622303.0,6624685.0,https://anaconda.org/conda-forge/pipenv,2023-04-29 22:34:06.026,102429.0,1.0,,,,,,,,,,,,,,,,,
7,psutil,giampaolo/psutil,profiling,Cross-platform lib for process and system monitoring in Python.,,https://github.com/giampaolo/psutil,https://github.com/giampaolo/psutil,BSD-3-Clause,2014-05-23 14:01:48.000,2023-05-09 10:03:08.000,2023-05-09 10:03:08,5936.0,64.0,1320.0,238.0,626.0,257.0,1388.0,9294.0,2023-04-17 18:27:02.245,5.9.5,89.0,195.0,45,True,,psutil,conda-forge/psutil,,323260.0,306336.0,https://pypi.org/project/psutil,2022-11-07 18:47:02.742,16924.0,66783935.0,67040199.0,https://anaconda.org/conda-forge/psutil,2023-04-17 23:58:50.059,21782514.0,1.0,,,,,,,,,,,,,,,,,
8,pip,pypa/pip,dependency-managers,The Python package installer.,,https://github.com/pypa/pip,https://github.com/pypa/pip,MIT,2011-03-06 14:30:46.000,2023-05-11 07:13:28.000,2023-05-08 08:54:14,13803.0,207.0,2726.0,309.0,5197.0,895.0,5881.0,8735.0,,,63.0,731.0,45,True,,pip,conda-forge/pip,,134488.0,134488.0,https://pypi.org/project/pip,,,159717623.0,160652950.0,https://anaconda.org/conda-forge/pip,2023-04-26 11:16:14.578,76696855.0,1.0,,,,,,,,,,,,,,,,,
9,black,psf/black,formatters,The uncompromising Python code formatter.,,https://github.com/psf/black,https://github.com/psf/black,MIT,2018-03-14 19:54:45.000,2023-05-08 13:36:29.000,2023-05-08 13:36:24,1550.0,33.0,1967.0,228.0,1379.0,361.0,1905.0,32298.0,2023-03-29 01:00:11.000,23.3.0,29.0,368.0,44,True,,black,conda-forge/black,,369076.0,369076.0,https://pypi.org/project/black,,,20027426.0,20146491.0,https://anaconda.org/conda-forge/black,2023-04-26 07:05:32.069,7109992.0,1.0,,28304.0,,,,,,,,,,,,,,,
10,setuptools,pypa/setuptools,build-tools,Official project repository for the Setuptools build system.,,https://github.com/pypa/setuptools,https://github.com/pypa/setuptools,MIT,2016-03-29 14:02:33.000,2023-05-11 12:30:30.000,2023-05-11 01:17:07,13808.0,163.0,933.0,89.0,1389.0,546.0,1746.0,2027.0,2023-04-24 11:37:12.000,67.7.2,196.0,567.0,44,True,,setuptools,conda-forge/setuptools,,320540.0,320540.0,https://pypi.org/project/setuptools,,,250222540.0,251189744.0,https://anaconda.org/conda-forge/setuptools,2023-04-24 18:49:33.341,79310793.0,1.0,,,,,,,,,,,,,,,,,
11,rich,Textualize/rich,logging,Rich is a Python library for rich text and beautiful formatting in the terminal.,,https://github.com/Textualize/rich,https://github.com/Textualize/rich,MIT,2019-11-10 15:28:09.000,2023-05-09 07:56:03.000,2023-05-09 07:55:58,3760.0,78.0,1552.0,542.0,959.0,123.0,982.0,43225.0,2023-04-27 16:00:07.000,13.3.5,181.0,221.0,43,True,,rich,conda-forge/rich,,90899.0,86768.0,https://pypi.org/project/rich,2023-01-28 10:19:14.092,4131.0,23213625.0,23322407.0,https://anaconda.org/conda-forge/rich,2023-04-27 19:38:00.684,3698611.0,1.0,,,,,,,,,,,,,,,,,
12,tqdm,tqdm/tqdm,logging,"A Fast, Extensible Progress Bar for Python and CLI.",,https://github.com/tqdm/tqdm,https://github.com/tqdm/tqdm,MPL-2.0,2015-06-03 13:13:14.000,2023-05-07 02:28:28.000,2023-03-03 21:07:28,1940.0,12.0,1210.0,211.0,512.0,344.0,569.0,24740.0,2023-03-03 21:28:29.000,4.65.0,104.0,112.0,43,True,,tqdm,conda-forge/tqdm,,460985.0,460985.0,https://pypi.org/project/tqdm,,,53479081.0,53717715.0,https://anaconda.org/conda-forge/tqdm,2023-03-04 16:57:20.216,19791833.0,1.0,,11057.0,tqdm/tqdm,https://hub.docker.com/r/tqdm/tqdm,2023-03-18 01:39:51.172447,2.0,4091.0,,,,,,,,,,
13,conda,conda/conda,dependency-managers,"A system-level, binary package and environment manager running on all major operating systems and platforms.",,https://github.com/conda/conda,https://github.com/conda/conda,BSD-3-Clause,2012-10-15 22:08:03.000,2023-05-11 12:55:20.000,2023-05-10 20:54:35,16313.0,115.0,1367.0,200.0,3593.0,766.0,8318.0,5426.0,2023-03-30 03:29:50.000,23.3.1,100.0,426.0,43,True,,conda,conda-forge/conda,,40998.0,39904.0,https://pypi.org/project/conda,2016-09-16 15:07:21.000,1094.0,203102.0,725889.0,https://anaconda.org/conda-forge/conda,2023-03-30 15:12:14.391,42345800.0,1.0,,,,,,,,,,,,,,,,,
14,pylint,PyCQA/pylint,linters,Its not just a linter that annoys you!.,,https://github.com/pylint-dev/pylint,https://github.com/pylint-dev/pylint,GPL-2.0,2015-12-09 05:40:02.000,2023-05-11 12:06:28.000,2023-05-11 11:23:27,8628.0,283.0,1008.0,74.0,3730.0,719.0,4220.0,4659.0,2023-05-06 16:36:23.720,2.17.4,174.0,524.0,43,True,pylint-dev/pylint,pylint,conda-forge/pylint,,382304.0,359760.0,https://pypi.org/project/pylint,2023-01-22 14:41:49.833,22544.0,13444333.0,13494484.0,https://anaconda.org/conda-forge/pylint,2023-05-06 18:27:40.178,4062296.0,1.0,,,,,,,,,,,,,,,,,
15,mkdocs-material,squidfunk/mkdocs-material,documentation,Documentation that simply works.,,https://github.com/squidfunk/mkdocs-material,https://github.com/squidfunk/mkdocs-material,MIT,2016-01-28 22:09:23.000,2023-05-10 23:58:52.000,2023-05-10 07:33:50,5246.0,238.0,2973.0,115.0,2345.0,29.0,1841.0,13789.0,2023-05-08 19:26:03.786,9.1.11,318.0,210.0,42,True,,mkdocs-material,conda-forge/mkdocs-material,['mkdocs'],32724.0,31954.0,https://pypi.org/project/mkdocs-material,2022-11-08 14:44:39.000,770.0,2309680.0,2314739.0,https://anaconda.org/conda-forge/mkdocs-material,2023-05-09 13:58:17.726,242832.0,1.0,,,,,,,,,,,,,,,,,
16,pre-commit,pre-commit/pre-commit,others,A framework for managing and maintaining multi-language pre-commit hooks.,,https://github.com/pre-commit/pre-commit,https://github.com/pre-commit/pre-commit,MIT,2014-03-13 00:39:38.000,2023-05-09 12:40:56.000,2023-05-09 12:40:54,2521.0,78.0,643.0,89.0,1079.0,19.0,1746.0,10342.0,2023-05-02 14:09:12.000,3.3.1,98.0,149.0,42,True,,pre-commit,conda-forge/pre-commit,,127567.0,127567.0,https://pypi.org/project/pre-commit,,,10381109.0,10453847.0,https://anaconda.org/conda-forge/pre-commit,2023-05-03 14:44:47.341,2993911.0,1.0,,422119.0,,,,,,,,,,,,,,,
17,pyinstaller,pyinstaller/pyinstaller,packaging,Freeze (package) Python programs into stand-alone executables.,,https://github.com/pyinstaller/pyinstaller,https://github.com/pyinstaller/pyinstaller,GPL-2.0,2011-11-23 11:05:56.000,2023-05-11 06:12:29.000,2023-05-10 20:59:11,8740.0,84.0,1753.0,233.0,2148.0,271.0,4586.0,10257.0,2023-04-14 22:23:12.000,5.10.1,51.0,449.0,42,True,,pyinstaller,conda-forge/pyinstaller,,43059.0,43059.0,https://pypi.org/project/pyinstaller,,,1125249.0,1136911.0,https://anaconda.org/conda-forge/pyinstaller,2023-04-15 00:11:39.283,434603.0,1.0,,737994.0,,,,,,,,,,,,,,,
18,sphinx,sphinx-doc/sphinx,documentation,The Sphinx documentation generator.,,https://github.com/sphinx-doc/sphinx,https://github.com/sphinx-doc/sphinx,,2015-01-02 10:53:28.000,2023-05-11 13:28:57.000,2023-05-11 13:28:57,20109.0,216.0,1809.0,145.0,4917.0,1145.0,5312.0,5398.0,2023-04-29 21:31:39.000,7.0.0,98.0,781.0,42,False,,sphinx,conda-forge/sphinx,['sphinx'],301665.0,301665.0,https://pypi.org/project/sphinx,,,8706154.0,8798909.0,https://anaconda.org/conda-forge/sphinx,2023-04-29 21:46:25.675,7513218.0,1.0,,,,,,,,,,,,,,,,,
19,mkdocs,mkdocs/mkdocs,documentation,Project documentation with Markdown.,,https://github.com/mkdocs/mkdocs,https://github.com/mkdocs/mkdocs,BSD-2-Clause,2014-01-11 21:05:21.000,2023-05-09 18:56:55.000,2023-05-09 18:56:54,1852.0,31.0,2239.0,232.0,1127.0,140.0,1682.0,16387.0,2023-05-02 21:20:08.317,1.4.3,56.0,238.0,41,True,,mkdocs,conda-forge/mkdocs,['mkdocs'],47819.0,43500.0,https://pypi.org/project/mkdocs,2022-11-01 18:34:05.525,4319.0,1616136.0,1619075.0,https://anaconda.org/conda-forge/mkdocs,2023-05-03 16:41:13.115,249866.0,1.0,,,,,,,,,,,,,,,,,
20,robotframework,robotframework/robotframework,testing,Generic automation framework for acceptance testing and RPA.,,https://github.com/robotframework/robotframework,https://github.com/robotframework/robotframework,Apache-2.0,2014-06-27 11:10:38.000,2023-05-11 12:14:33.000,2023-05-09 14:35:27,14036.0,184.0,2130.0,477.0,651.0,299.0,3849.0,8014.0,2023-01-08 19:24:02.000,6.0.2,69.0,181.0,41,True,,robotframework,conda-forge/robotframework,,7616.0,7616.0,https://pypi.org/project/robotframework,,,1593294.0,1595268.0,https://anaconda.org/conda-forge/robotframework,2023-01-12 19:48:17.751,126052.0,1.0,,545.0,,,,,,,,,,,,,,,
21,isort,PyCQA/isort,formatters,A Python utility / library to sort imports.,,https://github.com/PyCQA/isort,https://github.com/PyCQA/isort,MIT,2013-09-02 22:22:53.000,2023-05-10 20:18:51.000,2023-04-01 17:51:24,4080.0,22.0,506.0,47.0,923.0,140.0,1061.0,5793.0,2023-01-30 09:41:30.000,5.11.5,100.0,283.0,41,True,,isort,conda-forge/isort,,382961.0,382961.0,https://pypi.org/project/isort,,,25284322.0,25341859.0,https://anaconda.org/conda-forge/isort,2023-02-01 23:25:16.111,4718106.0,2.0,,,,,,,,,,,,,,,,,
22,virtualenv,pypa/virtualenv,virtual-envs,Virtual Python Environment builder.,,https://github.com/pypa/virtualenv,https://github.com/pypa/virtualenv,MIT,2011-03-06 14:33:27.000,2023-05-08 22:30:16.000,2023-05-03 22:39:25,679.0,37.0,993.0,163.0,1257.0,77.0,1202.0,4458.0,2023-04-27 23:39:08.031,20.23.0,204.0,253.0,41,True,,virtualenv,conda-forge/virtualenv,,278193.0,260291.0,https://pypi.org/project/virtualenv,2023-02-28 18:51:08.315,17902.0,56379965.0,56438231.0,https://anaconda.org/conda-forge/virtualenv,2023-04-28 09:34:05.273,4311688.0,2.0,,,,,,,,,,,,,,,,,
23,flake8,PyCQA/flake8,linters,Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelders McCabe script.,,https://github.com/PyCQA/flake8,https://github.com/PyCQA/flake8,MIT,2014-09-13 17:06:24.000,2023-05-09 20:10:21.000,2023-05-09 12:33:31,2374.0,16.0,278.0,37.0,313.0,25.0,1486.0,2821.0,2022-11-23 19:29:25.198,6.0.0,87.0,172.0,40,True,,flake8,conda-forge/flake8,,497656.0,452736.0,https://pypi.org/project/flake8,2022-11-23 19:29:25.198,44920.0,22150724.0,22224244.0,https://anaconda.org/conda-forge/flake8,2022-11-25 17:20:29.044,6102215.0,1.0,,,,,,,,,,,,,,,,,
24,hypothesis,HypothesisWorks/hypothesis,testing,"Hypothesis is a powerful, flexible, and easy to use library for property-based testing.",,https://github.com/HypothesisWorks/hypothesis,https://github.com/HypothesisWorks/hypothesis,,2013-03-10 13:51:19.000,2023-05-10 18:39:13.000,2023-05-10 18:39:12,12957.0,215.0,534.0,69.0,2246.0,47.0,1341.0,6691.0,2023-04-26 08:30:52.000,hypothesis-python-6.74.0,667.0,311.0,39,False,,hypothesis,conda-forge/hypothesis,,20596.0,20596.0,https://pypi.org/project/hypothesis,,,5739410.0,5831573.0,https://anaconda.org/conda-forge/hypothesis,2023-05-05 00:44:49.493,7557429.0,1.0,,,,,,,,,,,,,,,,,
25,tox,tox-dev/tox,testing,Command line driven CI frontend and development task automation tool.,,https://github.com/tox-dev/tox,https://github.com/tox-dev/tox,MIT,2016-09-17 16:54:22.000,2023-05-08 17:41:14.000,2023-05-08 14:06:23,589.0,38.0,473.0,41.0,1300.0,80.0,1516.0,3260.0,2023-04-26 16:35:23.126,4.5.1,193.0,277.0,39,True,,tox,conda-forge/tox,['pytest'],120187.0,97982.0,https://pypi.org/project/tox,2023-02-21 17:41:11.947,22205.0,16580409.0,16590479.0,https://anaconda.org/conda-forge/tox,2023-01-18 22:31:34.228,684807.0,1.0,,,,,,,,,,,,,,,,,
26,sentry-sdk,getsentry/sentry-python,logging,The official Python SDK for Sentry.io.,,https://github.com/getsentry/sentry-python,https://github.com/getsentry/sentry-python,MIT,2018-06-18 22:51:10.000,2023-05-11 13:13:15.000,2023-05-11 08:10:25,1742.0,107.0,364.0,66.0,1172.0,181.0,711.0,1530.0,2023-05-08 12:23:00.000,1.22.2,101.0,169.0,39,True,,sentry-sdk,conda-forge/sentry-sdk,,42866.0,42866.0,https://pypi.org/project/sentry-sdk,,,19811044.0,19819206.0,https://anaconda.org/conda-forge/sentry-sdk,2023-04-28 21:06:11.878,436396.0,1.0,,3583.0,,,,,,,,,,,,,,,
27,Glances,nicolargo/glances,profiling,"Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.",,https://github.com/nicolargo/glances,https://github.com/nicolargo/glances,LGPL-3.0,2011-12-04 08:49:15.000,2023-05-11 13:16:42.000,2023-05-11 13:16:24,4845.0,237.0,1358.0,496.0,665.0,237.0,1445.0,22776.0,2023-01-14 15:00:47.000,3.3.1,92.0,171.0,38,True,,glances,conda-forge/glances,,697.0,646.0,https://pypi.org/project/glances,2023-01-17 07:15:06.065,51.0,169223.0,171470.0,https://anaconda.org/conda-forge/glances,2023-01-17 20:09:23.663,192153.0,1.0,,1254.0,,,,,,,,,,,,,,,
28,pip-tools,jazzband/pip-tools,dependency-managers,A set of tools to keep your pinned Python dependencies fresh.,,https://github.com/jazzband/pip-tools,https://github.com/jazzband/pip-tools,BSD-3-Clause,2012-09-10 08:50:26.000,2023-05-10 14:16:01.000,2023-05-09 17:53:13,1887.0,26.0,501.0,104.0,899.0,124.0,812.0,6837.0,2023-04-07 16:47:19.000,6.13.0,62.0,187.0,38,True,,pip-tools,conda-forge/pip-tools,,19938.0,19938.0,https://pypi.org/project/pip-tools,,,8383681.0,8386013.0,https://anaconda.org/conda-forge/pip-tools,2023-04-07 19:35:02.377,86302.0,2.0,7.0,,,,,,,,,,,,,,,,
29,loguru,Delgan/loguru,logging,Python logging made (stupidly) simple.,,https://github.com/Delgan/loguru,https://github.com/Delgan/loguru,MIT,2017-08-15 17:22:32.000,2023-05-05 19:14:19.000,2023-05-05 15:48:32,714.0,21.0,595.0,126.0,114.0,91.0,662.0,14858.0,2023-04-10 09:14:19.000,0.7.0,19.0,42.0,37,True,,loguru,conda-forge/loguru,,51847.0,51847.0,https://pypi.org/project/loguru,,,8693655.0,8716756.0,https://anaconda.org/conda-forge/loguru,2023-04-10 11:59:26.560,1178180.0,2.0,,,,,,,,,,,,,,,,,
30,yapf,google/yapf,formatters,A formatter for Python files.,,https://github.com/google/yapf,https://github.com/google/yapf,Apache-2.0,2015-03-18 18:22:31.000,2023-05-09 12:41:41.000,2023-05-05 00:20:55,1259.0,42.0,856.0,220.0,301.0,373.0,405.0,13215.0,,,25.0,147.0,37,True,,yapf,conda-forge/yapf,,75726.0,75726.0,https://pypi.org/project/yapf,,,3872410.0,3889466.0,https://anaconda.org/conda-forge/yapf,2023-05-01 01:43:30.917,1415681.0,2.0,,,,,,,,,,,,,,,,,
31,pyright,Microsoft/pyright,linters,Static Type Checker for Python.,,https://github.com/microsoft/pyright,https://github.com/microsoft/pyright,MIT,2019-03-12 03:38:46.000,2023-05-11 03:16:06.000,2023-05-11 03:13:50,6099.0,345.0,989.0,100.0,566.0,14.0,3989.0,10245.0,2023-05-10 05:37:47.000,1.1.307,100.0,92.0,37,True,,,,,501.0,501.0,,,,,533624.0,,,,1.0,,306.0,,,,,,pyright,https://www.npmjs.com/package/pyright,533605.0,,,,,,,
32,jedi,davidhalter/jedi,refactoring,"Awesome autocompletion, static analysis and refactoring library for python.",,https://github.com/davidhalter/jedi,https://github.com/davidhalter/jedi,,2012-02-19 23:12:30.000,2023-04-21 21:55:14.000,2023-04-21 21:55:14,8352.0,22.0,476.0,114.0,577.0,50.0,1298.0,5415.0,,,21.0,163.0,37,False,,jedi,conda-forge/jedi,,300326.0,300326.0,https://pypi.org/project/jedi,,,19156095.0,19359469.0,https://anaconda.org/conda-forge/jedi,2022-11-22 16:27:48.875,16066546.0,1.0,,,,,,,,,,,,,,,,,
33,bandit,PyCQA/bandit,security,Bandit is a tool designed to find common security issues in Python code.,,https://github.com/PyCQA/bandit,https://github.com/PyCQA/bandit,Apache-2.0,2018-04-26 09:08:12.000,2023-05-11 12:45:12.000,2023-05-05 14:16:51,1306.0,16.0,516.0,67.0,378.0,162.0,446.0,5170.0,2023-03-10 01:02:04.000,1.7.5,12.0,166.0,37,True,,bandit,conda-forge/bandit,,41237.0,41237.0,https://pypi.org/project/bandit,,,3097427.0,3102235.0,https://anaconda.org/conda-forge/bandit,2023-03-11 07:26:25.891,230285.0,1.0,,670.0,,,,,,,,,,,,,,,
34,pycodestyle,PyCQA/pycodestyle,linters,Simple Python style checker in one Python file.,,https://github.com/PyCQA/pycodestyle,https://github.com/PyCQA/pycodestyle,Saxpath,2009-10-02 00:43:37.000,2023-05-09 12:33:44.000,2023-05-09 12:33:43,1357.0,4.0,703.0,120.0,453.0,114.0,594.0,4836.0,2022-11-23 18:29:05.901,2.10.0,16.0,131.0,37,True,,pycodestyle,conda-forge/pycodestyle,,346614.0,335075.0,https://pypi.org/project/pycodestyle,2022-11-23 18:29:05.901,11539.0,28917841.0,28993895.0,https://anaconda.org/conda-forge/pycodestyle,2022-11-24 16:23:10.571,6312553.0,1.0,,,,,,,,,,,,,,,,,
35,autopep8,hhatto/autopep8,formatters,A tool that automatically formats Python code to conform to the PEP 8 style guide.,,https://github.com/hhatto/autopep8,https://github.com/hhatto/autopep8,MIT,2010-12-29 20:08:51.000,2023-03-19 12:06:00.000,2023-03-19 12:05:58,2819.0,9.0,279.0,72.0,219.0,110.0,353.0,4344.0,2023-03-03 09:22:25.000,2.0.2,23.0,57.0,37,True,,autopep8,conda-forge/autopep8,,176111.0,176111.0,https://pypi.org/project/autopep8,,,3316424.0,3329990.0,https://anaconda.org/conda-forge/autopep8,2023-03-03 12:11:53.143,1126001.0,2.0,,,,,,,,,,,,,,,,,
36,poetry,python-poetry/poetry,dependency-managers,Python packaging and dependency management made easy.,,https://github.com/python-poetry/poetry,https://github.com/python-poetry/poetry,MIT,2018-02-28 15:23:47.000,2023-05-11 09:13:08.000,2023-05-11 08:28:45,2839.0,91.0,1919.0,186.0,2353.0,561.0,4381.0,24977.0,2023-04-02 16:02:08.000,1.4.2,100.0,453.0,36,True,,poetry,conda-forge/poetry,,,,https://pypi.org/project/poetry,,,11450274.0,11717610.0,https://anaconda.org/conda-forge/poetry,2023-04-05 19:52:39.807,857401.0,2.0,-4.0,15087575.0,,,,,,,,,,,,,,,
37,Nuitka,Nuitka/Nuitka,packaging,"Nuitka is a Python compiler written in Python. Its fully compatible with Python 2.6, 2.7, 3.4, 3.5, 3.6, 3.7, 3.8,..",,https://github.com/Nuitka/Nuitka,https://github.com/Nuitka/Nuitka,Apache-2.0,2013-04-23 15:40:33.000,2023-05-10 13:36:32.000,2023-05-08 14:01:28,10805.0,413.0,467.0,128.0,303.0,220.0,1609.0,8748.0,,,161.0,136.0,36,True,,nuitka,conda-forge/nuitka,,1209.0,1209.0,https://pypi.org/project/nuitka,,,67029.0,72863.0,https://anaconda.org/conda-forge/nuitka,2023-04-26 10:38:26.081,495944.0,1.0,,,,,,,,,,,,,,,,,
38,buildbot,buildbot/buildbot,build-tools,Python-based continuous integration testing framework; your pull requests are more than welcome!.,,https://github.com/buildbot/buildbot,https://github.com/buildbot/buildbot,GPL-2.0,2010-07-06 17:56:53.000,2023-05-08 12:41:38.000,2023-05-06 20:14:57,23635.0,213.0,1466.0,202.0,5335.0,674.0,799.0,5036.0,2023-04-17 01:18:25.000,3.8.0,58.0,838.0,36,True,,buildbot,conda-forge/buildbot,,323.0,323.0,https://pypi.org/project/buildbot,,,32475.0,34701.0,https://anaconda.org/conda-forge/buildbot,2023-04-17 03:32:51.191,79014.0,1.0,,30189.0,,,,,,,,,,,,,,,
39,twine,pypa/twine,build-tools,Utilities for interacting with PyPI.,,https://github.com/pypa/twine,https://github.com/pypa/twine,Apache-2.0,2013-08-13 15:39:39.000,2023-05-06 14:40:18.000,2023-05-06 14:40:18,1079.0,3.0,281.0,35.0,530.0,45.0,410.0,1417.0,2022-12-01 01:51:31.000,4.0.2,25.0,116.0,36,True,,twine,conda-forge/twine,,89076.0,89076.0,https://pypi.org/project/twine,,,3889908.0,3899165.0,https://anaconda.org/conda-forge/twine,2022-12-01 12:45:16.522,749841.0,1.0,,,,,,,,,,,,,,,,,
40,invoke,pyinvoke/invoke,build-tools,Pythonic task management & command execution.,,https://github.com/pyinvoke/invoke,https://github.com/pyinvoke/invoke,BSD-2-Clause,2012-02-29 23:59:23.000,2023-05-09 14:57:21.822,2023-05-02 02:11:05,3680.0,42.0,341.0,96.0,241.0,290.0,396.0,3944.0,,,22.0,58.0,35,True,,invoke,conda-forge/invoke,,20352.0,20352.0,https://pypi.org/project/invoke,,,4947502.0,4958046.0,https://anaconda.org/conda-forge/invoke,2023-05-09 14:57:21.822,896283.0,2.0,,,,,,,,,,,,,,,,,
41,rope,python-rope/rope,refactoring,a python refactoring library.,,https://github.com/python-rope/rope,https://github.com/python-rope/rope,LGPL-3.0,2013-11-30 15:30:20.000,2023-05-05 07:09:09.431,2023-05-05 05:10:46,3141.0,21.0,165.0,26.0,344.0,72.0,224.0,1601.0,2023-05-05 05:10:01.991,1.8.0,82.0,77.0,35,True,,rope,conda-forge/rope,,64463.0,62820.0,https://pypi.org/project/rope,2023-01-17 02:39:01.107,1643.0,597910.0,613378.0,https://anaconda.org/conda-forge/rope,2023-05-05 07:09:09.431,1129217.0,1.0,,,,,,,,,,,,,,,,,
42,python-json-logger,madzak/python-json-logger,logging,Json Formatter for the standard python logger.,,https://github.com/madzak/python-json-logger,https://github.com/madzak/python-json-logger,BSD-2-Clause,2011-12-27 05:12:26.000,2023-04-26 12:28:32.000,2023-02-28 17:40:55,262.0,21.0,203.0,26.0,82.0,5.0,89.0,1486.0,2023-02-21 17:39:43.000,2.0.7,10.0,63.0,35,True,,python-json-logger,conda-forge/python-json-logger,,48620.0,48620.0,https://pypi.org/project/python-json-logger,,,15356517.0,15405303.0,https://anaconda.org/conda-forge/python-json-logger,2023-02-22 15:29:12.361,3561415.0,2.0,,,,,,,,,,,,,,,,,
43,pipreqs,bndr/pipreqs,dependency-managers,pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this..,,https://github.com/bndr/pipreqs,https://github.com/bndr/pipreqs,Apache-2.0,2015-04-22 16:38:14.000,2023-04-18 11:41:01.000,2023-04-14 07:08:49,336.0,16.0,338.0,61.0,143.0,131.0,97.0,5123.0,2023-04-14 07:11:09.000,0.4.13,6.0,59.0,34,True,,pipreqs,conda-forge/pipreqs,,18794.0,18794.0,https://pypi.org/project/pipreqs,,,2323266.0,2323710.0,https://anaconda.org/conda-forge/pipreqs,2023-04-14 08:24:42.847,35528.0,2.0,,,,,,,,,,,,,,,,,
44,mimesis,lk-geimfari/mimesis,testing,"Mimesis is a robust data generator for Python, capable of rapidly producing large volumes of synthetic data for..",,https://github.com/lk-geimfari/mimesis,https://github.com/lk-geimfari/mimesis,MIT,2016-09-09 21:41:22.000,2023-05-11 10:57:25.000,2023-05-04 17:55:26,2449.0,118.0,307.0,61.0,1014.0,6.0,309.0,3964.0,2023-04-30 12:40:02.000,9.0.0,45.0,115.0,34,True,,mimesis,conda-forge/mimesis,,1323.0,1323.0,https://pypi.org/project/mimesis,,,117405.0,120741.0,https://anaconda.org/conda-forge/mimesis,2023-04-30 13:20:15.821,113281.0,1.0,,402.0,,,,,,,,,,,,,,,
45,structlog,hynek/structlog,logging,"Simple, powerful, and fast logging for Python.",,https://github.com/hynek/structlog,https://github.com/hynek/structlog,,2013-08-13 15:55:58.000,2023-05-10 09:21:08.000,2023-05-01 22:47:53,1333.0,26.0,178.0,34.0,238.0,29.0,242.0,2548.0,2023-04-06 12:17:40.000,23.1.0,12.0,97.0,34,False,,structlog,conda-forge/structlog,,8279.0,8279.0,https://pypi.org/project/structlog,,,7937811.0,7941438.0,https://anaconda.org/conda-forge/structlog,2022-07-28 13:23:10.469,297457.0,2.0,,,,,,,,,,,,,,,,,
46,wemake-python-styleguide,wemake-services/wemake-python-styleguide,linters,The strictest and most opinionated python linter ever!.,,https://github.com/wemake-services/wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,MIT,2018-03-09 21:04:25.000,2023-05-11 03:00:14.000,2023-05-05 07:34:53,2189.0,39.0,368.0,26.0,1587.0,113.0,958.0,2213.0,2022-09-27 22:22:25.120,0.17.0,55.0,180.0,34,True,,wemake-python-styleguide,,,14577.0,14526.0,https://pypi.org/project/wemake-python-styleguide,2022-09-27 22:22:25.120,51.0,271315.0,271315.0,,,,2.0,,,,,,,,,,,,,,,,,
47,prospector,PyCQA/prospector,code-metrics,"Inspects Python source files and provides information about type and location of classes, methods etc.",,https://github.com/PyCQA/prospector,https://github.com/PyCQA/prospector,GPL-2.0,2013-08-05 07:26:30.000,2023-05-09 20:05:26.309,2023-05-07 13:12:23,1371.0,28.0,161.0,35.0,254.0,53.0,305.0,1800.0,2023-02-15 20:46:15.689,1.9.0,121.0,88.0,34,True,,prospector,conda-forge/prospector,,4991.0,4226.0,https://pypi.org/project/prospector,2023-01-10 19:32:09.781,765.0,681200.0,682050.0,https://anaconda.org/conda-forge/prospector,2023-05-09 20:05:26.309,68930.0,1.0,,,,,,,,,,,,,,,,,
48,pytest-cov,pytest-dev/pytest-cov,testing,Coverage plugin for pytest.,,https://github.com/pytest-dev/pytest-cov,https://github.com/pytest-dev/pytest-cov,MIT,2014-04-17 20:01:12.000,2023-04-30 09:57:08.000,2023-02-28 12:05:33,910.0,2.0,196.0,36.0,236.0,126.0,237.0,1426.0,2022-09-28 18:41:46.166,4.0.0,44.0,82.0,34,True,,pytest-cov,conda-forge/pytest-cov,['pytest'],284667.0,250913.0,https://pypi.org/project/pytest-cov,2022-09-28 18:41:46.166,33754.0,22622764.0,22719840.0,https://anaconda.org/conda-forge/pytest-cov,2022-09-29 00:56:23.882,8348596.0,1.0,,,,,,,,,,,,,,,,,
49,pyflakes,PyCQA/pyflakes,linters,A simple program which checks Python source files for errors.,,https://github.com/PyCQA/pyflakes,https://github.com/PyCQA/pyflakes,MIT,2014-04-07 06:19:46.000,2023-04-25 23:37:23.000,2023-04-25 23:37:22,556.0,1.0,169.0,27.0,289.0,56.0,447.0,1262.0,2022-11-24 16:55:02.246,3.0.1,36.0,84.0,34,True,,pyflakes,conda-forge/pyflakes,,235801.0,222050.0,https://pypi.org/project/pyflakes,2022-11-24 16:55:02.246,13751.0,20743390.0,20816735.0,https://anaconda.org/conda-forge/pyflakes,2022-11-24 20:00:59.834,6087644.0,2.0,,,,,,,,,,,,,,,,,
50,packaging,pypa/packaging,packaging,Core utilities for Python packages.,,https://github.com/pypa/packaging,https://github.com/pypa/packaging,,2014-05-15 22:49:43.000,2023-05-04 03:47:22.000,2023-04-13 03:58:34,643.0,6.0,200.0,26.0,376.0,64.0,251.0,491.0,2023-04-12 16:11:39.000,23.1,18.0,88.0,34,False,,packaging,conda-forge/packaging,,705289.0,705289.0,https://pypi.org/project/packaging,,,153034681.0,153413167.0,https://anaconda.org/conda-forge/packaging,2023-04-12 22:06:30.481,31413067.0,2.0,,707.0,,,,,,,,,,,,,,,
51,wheel,pypa/wheel,build-tools,The official binary distribution format for Python.,,https://github.com/pypa/wheel,https://github.com/pypa/wheel,MIT,2016-07-16 23:19:28.580,2023-05-09 07:19:04.000,2023-05-09 07:19:03,862.0,31.0,117.0,28.0,167.0,31.0,333.0,406.0,,,29.0,71.0,34,True,,wheel,conda-forge/wheel,,207350.0,207350.0,https://pypi.org/project/wheel,,,171683246.0,172458599.0,https://anaconda.org/conda-forge/wheel,2023-03-14 16:43:24.949,63578967.0,2.0,,,,,,,,,,,,,,,,,
52,pyenv,pyenv/pyenv,virtual-envs,Simple Python version management.,,https://github.com/pyenv/pyenv,https://github.com/pyenv/pyenv,MIT,2012-08-31 06:57:52.000,2023-04-30 05:16:28.000,2023-04-30 05:16:28,3091.0,44.0,2770.0,382.0,947.0,32.0,1569.0,31800.0,2023-04-06 03:59:00.000,2.3.17,73.0,418.0,33,True,,pyenv,,,1.0,,https://pypi.org/project/pyenv,2019-01-12 14:49:22.000,1.0,9703.0,9703.0,,,,2.0,,,,,,,,,,,,,,,,,
53,pyautogui,asweigart/pyautogui,testing,A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.,,https://github.com/asweigart/pyautogui,https://github.com/asweigart/pyautogui,BSD-3-Clause,2014-07-17 23:30:38.000,2023-04-28 13:30:26.000,2021-09-14 17:41:07,402.0,,1038.0,182.0,148.0,403.0,222.0,8066.0,,,11.0,51.0,33,False,,pyautogui,conda-forge/pyautogui,,23205.0,23205.0,https://pypi.org/project/pyautogui,,,599388.0,602278.0,https://anaconda.org/conda-forge/pyautogui,2022-09-10 02:31:57.039,190770.0,2.0,,,,,,,,,,,,,,,,,
54,pipx,pypa/pipx,dependency-managers,Install and Run Python Applications in Isolated Environments.,,https://github.com/pypa/pipx,https://github.com/pypa/pipx,MIT,2018-10-06 18:47:46.000,2023-05-03 19:00:14.000,2023-04-22 12:17:10,558.0,19.0,285.0,72.0,428.0,127.0,430.0,6401.0,2023-03-12 06:23:00.522,1.2.0,52.0,91.0,33,True,,pipx,conda-forge/pipx,,1212.0,1198.0,https://pypi.org/project/pipx,2022-05-28 04:17:00.000,14.0,720268.0,721709.0,https://anaconda.org/conda-forge/pipx,2023-03-13 16:16:53.369,24295.0,3.0,,569.0,,,,,,,,,,,,,,,
55,pyarmor,dashingsoft/pyarmor,security,"A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.",,https://github.com/dashingsoft/pyarmor,https://github.com/dashingsoft/pyarmor,SGI-B-2.0,2017-08-26 04:11:53.000,2023-05-11 04:47:48.000,2023-05-11 04:47:43,3986.0,437.0,231.0,44.0,38.0,11.0,1085.0,2200.0,2023-05-09 14:15:37.773,8.2.0,306.0,29.0,33,False,,pyarmor,,,831.0,807.0,https://pypi.org/project/pyarmor,2022-12-11 06:32:00.693,24.0,167858.0,167858.0,,,,2.0,,,,,,,,,,,,,,,,,
56,pytest-mock,pytest-dev/pytest-mock,testing,Thin-wrapper around the mock package for easier use with pytest.,,https://github.com/pytest-dev/pytest-mock,https://github.com/pytest-dev/pytest-mock,MIT,2014-07-17 00:40:32.000,2023-05-09 17:38:30.000,2023-05-09 17:38:30,550.0,15.0,123.0,35.0,223.0,13.0,124.0,1584.0,2022-10-05 18:54:14.310,3.10.0,58.0,64.0,33,True,,pytest-mock,conda-forge/pytest-mock,['pytest'],67343.0,62303.0,https://pypi.org/project/pytest-mock,2022-10-05 18:54:14.310,5040.0,10412999.0,10437903.0,https://anaconda.org/conda-forge/pytest-mock,2022-10-06 14:14:09.423,2042133.0,2.0,,,,,,,,,,,,,,,,,
57,pytest-asyncio,pytest-dev/pytest-asyncio,testing,Asyncio support for pytest.,,https://github.com/pytest-dev/pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,Apache-2.0,2015-04-11 00:18:05.000,2023-05-09 15:46:24.000,2023-05-09 15:46:22,418.0,38.0,120.0,37.0,305.0,28.0,209.0,1138.0,2023-03-19 10:29:04.493,0.21.0,36.0,41.0,33,True,,pytest-asyncio,conda-forge/pytest-asyncio,['pytest'],1156.0,,https://pypi.org/project/pytest-asyncio,2022-12-08 12:30:00.681,1156.0,6517788.0,6540238.0,https://anaconda.org/conda-forge/pytest-asyncio,2023-03-19 13:23:50.028,1616071.0,2.0,5.0,86.0,,,,,,,,,,,,,,,
58,parso,davidhalter/parso,linters,A Python Parser.,,https://github.com/davidhalter/parso,https://github.com/davidhalter/parso,MIT,2017-05-08 20:14:30.000,2023-03-12 13:12:02.000,2023-02-14 00:43:52,1110.0,6.0,92.0,23.0,106.0,9.0,104.0,538.0,2021-11-30 21:05:47.000,0.8.3,26.0,46.0,33,True,,parso,conda-forge/parso,,305063.0,299058.0,https://pypi.org/project/parso,2021-11-30 21:05:47.000,6005.0,17955754.0,18166528.0,https://anaconda.org/conda-forge/parso,2021-12-01 05:04:36.494,13700335.0,2.0,,,,,,,,,,,,,,,,,
59,py-spy,benfred/py-spy,profiling,Sampling profiler for Python programs.,,https://github.com/benfred/py-spy,https://github.com/benfred/py-spy,MIT,2018-08-01 02:22:15.000,2023-05-10 02:27:29.000,2022-12-09 01:08:31,462.0,,349.0,116.0,279.0,114.0,183.0,10233.0,2022-09-07 22:01:08.223,0.3.14,38.0,31.0,32,True,,py-spy,conda-forge/py-spy,,2627.0,2582.0,https://pypi.org/project/py-spy,2022-09-07 22:00:23.982,44.0,3099401.0,3110627.3333333335,https://anaconda.org/conda-forge/py-spy,2022-09-09 07:18:41.721,436346.0,2.0,,12072.0,,,,,,,,,py-spy,https://crates.io/crates/py-spy,2022-09-07 22:01:08.223,1.0,817.3333333333334,405607.0,
60,playwright-python,microsoft/playwright-python,testing,Python version of the Playwright testing and automation library.,,https://github.com/microsoft/playwright-python,https://github.com/microsoft/playwright-python,Apache-2.0,2020-07-01 15:28:13.000,2023-05-11 08:02:41.000,2023-05-09 20:11:15,636.0,28.0,711.0,121.0,719.0,40.0,975.0,8591.0,2023-05-03 11:23:01.502,1.33.0,97.0,32.0,32,True,,playwright,,,186.0,,https://pypi.org/project/playwright,2023-01-25 17:35:13.011,186.0,1355298.0,1355298.0,,,,2.0,,,,,,,,,,,,,,,,,
61,PDM,pdm-project/pdm,dependency-managers,A modern Python package and dependency manager supporting the latest PEP standards.,,https://github.com/pdm-project/pdm,https://github.com/pdm-project/pdm,MIT,2019-12-27 03:50:57.000,2023-05-11 11:44:32.000,2023-05-11 11:36:32,2264.0,124.0,214.0,30.0,670.0,24.0,1029.0,4512.0,2023-05-10 03:28:51.000,2.6.1,100.0,110.0,32,True,,pdm,conda-forge/pdm,,126.0,126.0,https://pypi.org/project/pdm,,,188139.0,194285.0,https://anaconda.org/conda-forge/pdm,2023-05-10 06:08:26.595,122939.0,3.0,,3.0,,,,,,,,,,,,,,,
62,pytype,google/pytype,linters,A static type analyzer for Python code.,,https://github.com/google/pytype,https://github.com/google/pytype,Apache-2.0,2015-03-18 20:52:08.000,2023-05-11 08:32:15.000,2023-05-08 20:34:45,5972.0,155.0,273.0,56.0,813.0,117.0,491.0,4204.0,2023-05-09 01:45:01.160,2023.5.8,172.0,92.0,32,True,,pytype,conda-forge/pytype,,132.0,,https://pypi.org/project/pytype,2023-01-31 21:44:41.768,132.0,259326.0,263689.0,https://anaconda.org/conda-forge/pytype,2023-05-09 19:10:21.983,157088.0,2.0,,,,,,,,,,,,,,,,,
63,pudb,inducer/pudb,debugging,Full-screen console debugger for Python.,,https://github.com/inducer/pudb,https://github.com/inducer/pudb,MIT,2011-05-13 23:44:30.000,2023-04-30 21:28:12.000,2023-04-30 21:28:12,1201.0,4.0,216.0,48.0,265.0,157.0,167.0,2662.0,2022-11-03 17:20:34.545,2022.1.3,76.0,92.0,32,True,,pudb,conda-forge/pudb,,5518.0,4762.0,https://pypi.org/project/pudb,2022-11-03 17:20:34.545,756.0,209702.0,212293.0,https://anaconda.org/conda-forge/pudb,2022-11-04 08:31:30.859,212527.0,1.0,,,,,,,,,,,,,,,,,
64,ipdb,gotcha/ipdb,debugging,Integration of IPython pdb.,,https://github.com/gotcha/ipdb,https://github.com/gotcha/ipdb,BSD-3-Clause,2011-01-15 17:51:47.000,2023-04-11 09:56:01.000,2023-04-11 09:56:01,379.0,8.0,146.0,28.0,83.0,60.0,127.0,1699.0,2023-03-09 15:41:00.602,0.13.13,46.0,57.0,32,True,,ipdb,conda-forge/ipdb,,53537.0,44596.0,https://pypi.org/project/ipdb,2022-12-13 15:37:01.965,8941.0,2348098.0,2352456.0,https://anaconda.org/conda-forge/ipdb,2023-03-23 21:56:15.404,357382.0,1.0,,,,,,,,,,,,,,,,,
65,scons,SCons/scons,build-tools,SCons - a software construction tool.,,https://github.com/SCons/scons,https://github.com/SCons/scons,MIT,2017-03-23 22:12:34.579,2023-05-11 13:01:49.000,2023-05-09 19:48:42,8615.0,80.0,271.0,61.0,972.0,638.0,2718.0,1686.0,2023-03-21 16:25:11.000,4.5.2,18.0,148.0,32,True,,scons,conda-forge/scons,,,,https://pypi.org/project/scons,,,1216293.0,1222178.0,https://anaconda.org/conda-forge/scons,2023-03-22 07:57:20.421,433668.0,2.0,,1271.0,,,,,,,,,,,,,,,
66,tabulate,astanin/python-tabulate,logging,"Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from..",,https://github.com/astanin/python-tabulate,https://github.com/astanin/python-tabulate,MIT,2016-05-01 20:47:06.376,2023-04-30 10:08:19.000,2023-04-30 10:08:19,610.0,1.0,129.0,22.0,87.0,50.0,129.0,1645.0,,,13.0,84.0,32,True,,tabulate,conda-forge/tabulate,,117975.0,117975.0,https://pypi.org/project/tabulate,,,45679886.0,45737167.0,https://anaconda.org/conda-forge/tabulate,2022-10-07 10:29:50.640,4811604.0,2.0,,,,,,,,,,,,,,,,,
67,radon,rubik/radon,code-metrics,Various code metrics for Python code.,,https://github.com/rubik/radon,https://github.com/rubik/radon,MIT,2012-09-20 18:58:58.000,2023-05-09 07:41:22.000,2023-03-26 13:44:46,538.0,11.0,101.0,31.0,81.0,20.0,145.0,1443.0,2023-03-26 06:25:00.948,6.0.1,56.0,56.0,32,True,,radon,conda-forge/radon,,4615.0,3981.0,https://pypi.org/project/radon,2021-08-08 13:25:20.000,634.0,449165.0,450029.0,https://anaconda.org/conda-forge/radon,2021-09-07 09:02:03.415,57920.0,2.0,,,,,,,,,,,,,,,,,
68,progressbar2,WoLpH/python-progressbar,logging,Progressbar 2 - A progress bar for Python 2 and Python 3 - pip install progressbar2.,,https://github.com/wolph/python-progressbar,https://github.com/wolph/python-progressbar,BSD-3-Clause,2012-02-20 06:19:21.000,2023-04-25 20:45:24.000,2023-03-18 11:25:49,975.0,3.0,96.0,21.0,66.0,11.0,200.0,813.0,2022-10-26 13:47:55.000,4.2.0,44.0,42.0,32,True,,progressbar2,conda-forge/progressbar2,,28118.0,28118.0,https://pypi.org/project/progressbar2,,,15661240.0,15672368.0,https://anaconda.org/conda-forge/progressbar2,2022-10-27 07:36:32.452,877049.0,2.0,,1874.0,,,,,,,,,,,,,,,
69,pytest-html,pytest-dev/pytest-html,testing,Plugin for generating HTML reports for pytest results.,,https://github.com/pytest-dev/pytest-html,https://github.com/pytest-dev/pytest-html,,2015-04-14 19:22:42.000,2023-05-11 06:45:49.000,2023-05-03 20:16:39,460.0,47.0,202.0,23.0,318.0,119.0,211.0,587.0,2022-11-11 08:16:56.000,3.2.0,20.0,48.0,32,False,,pytest-html,conda-forge/pytest-html,['pytest'],33101.0,33101.0,https://pypi.org/project/pytest-html,,,3164966.0,3170691.0,https://anaconda.org/conda-forge/pytest-html,2022-10-25 19:38:16.703,412251.0,2.0,,,,,,,,,,,,,,,,,
70,memray,bloomberg/memray,profiling,Memray is a memory profiler for Python.,,https://github.com/bloomberg/memray,https://github.com/bloomberg/memray,Apache-2.0,2022-04-08 18:04:11.000,2023-05-08 19:10:01.000,2023-05-01 20:31:54,1005.0,74.0,310.0,56.0,232.0,20.0,90.0,10517.0,2023-02-21 20:02:22.000,1.7.0,11.0,32.0,31,True,,memray,conda-forge/memray,,145.0,145.0,https://pypi.org/project/memray,,,82194.0,84985.0,https://anaconda.org/conda-forge/memray,2023-02-22 05:53:10.527,36285.0,2.0,,,,,,,,,,,,,,,,,
71,pyre-check,facebook/pyre-check,linters,Performant type-checking for python.,,https://github.com/facebook/pyre-check,https://github.com/facebook/pyre-check,MIT,2017-11-10 17:31:36.000,2023-05-11 13:28:07.000,2023-05-11 00:59:28,14175.0,589.0,412.0,111.0,356.0,137.0,237.0,6337.0,2023-02-14 00:24:14.000,0.9.18,11.0,243.0,31,True,,pyre-check,,,,,https://pypi.org/project/pyre-check,,,57958.0,57958.0,,,,2.0,,,,,,,,,,,,,,,,,
72,nodeenv,ekalinin/nodeenv,virtual-envs,Virtual environment for Node.js & integrator with virtualenv.,,https://github.com/ekalinin/nodeenv,https://github.com/ekalinin/nodeenv,,2011-03-29 15:28:56.000,2023-05-08 22:09:36.000,2023-05-08 22:09:35,680.0,8.0,175.0,35.0,155.0,43.0,134.0,1571.0,2022-06-25 15:42:15.000,1.7.0,45.0,91.0,31,False,,nodeenv,conda-forge/nodeenv,,45524.0,45524.0,https://pypi.org/project/nodeenv,,,10286268.0,10322900.0,https://anaconda.org/conda-forge/nodeenv,2022-06-25 20:07:06.831,2490992.0,2.0,,,,,,,,,,,,,,,,,
73,mkdocstrings,mkdocstrings/mkdocstrings,documentation,"Automatic documentation from sources, for MkDocs.",,https://github.com/mkdocstrings/mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,ISC,2019-12-09 18:09:09.000,2023-05-01 15:23:58.000,2023-05-01 15:23:56,565.0,17.0,91.0,11.0,155.0,52.0,287.0,1210.0,2023-01-19 23:00:14.000,0.20.0,15.0,36.0,31,True,,mkdocstrings,conda-forge/mkdocstrings,['mkdocs'],7673.0,7673.0,https://pypi.org/project/mkdocstrings,,,358528.0,360509.0,https://anaconda.org/conda-forge/mkdocstrings,2023-04-07 10:32:53.843,61425.0,2.0,,,,,,,,,,,,,,,,,
74,pytest-bdd,pytest-dev/pytest-bdd,testing,BDD library for the py.test runner.,,https://github.com/pytest-dev/pytest-bdd,https://github.com/pytest-dev/pytest-bdd,MIT,2013-03-29 07:27:43.000,2023-05-09 05:14:52.000,2023-04-04 06:58:55,1023.0,8.0,185.0,55.0,318.0,104.0,190.0,1156.0,2022-11-09 16:51:21.000,6.1.1,4.0,54.0,31,True,,pytest-bdd,conda-forge/pytest-bdd,['pytest'],2802.0,2802.0,https://pypi.org/project/pytest-bdd,,,711844.0,712946.0,https://anaconda.org/conda-forge/pytest-bdd,2020-02-03 16:53:59.114,52923.0,2.0,,,,,,,,,,,,,,,,,
75,pytest-sugar,Teemu/pytest-sugar,testing,"a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail..",,https://github.com/Teemu/pytest-sugar,https://github.com/Teemu/pytest-sugar,BSD-3-Clause,2013-06-25 21:09:27.000,2023-05-03 14:12:17.000,2023-04-10 11:51:09,424.0,14.0,70.0,17.0,159.0,22.0,90.0,1067.0,2023-04-10 11:18:29.000,0.9.7,29.0,48.0,31,True,,pytest-sugar,conda-forge/pytest-sugar,['pytest'],24842.0,22107.0,https://pypi.org/project/pytest-sugar,2022-11-05 08:06:05.737,2735.0,846478.0,849158.0,https://anaconda.org/conda-forge/pytest-sugar,2023-04-10 13:13:03.642,184728.0,2.0,,3.0,,,,,,,,,,,,,,,
76,nox,theacodes/nox,testing,Flexible test automation for Python.,,https://github.com/wntrblm/nox,https://github.com/wntrblm/nox,Apache-2.0,2016-02-24 04:02:58.000,2023-04-29 21:25:10.082,2023-04-23 01:30:43,524.0,12.0,131.0,24.0,395.0,49.0,265.0,1058.0,2023-04-23 01:43:49.000,2023.04.22,25.0,86.0,31,True,wntrblm/nox,nox,conda-forge/nox,['pytest'],3993.0,3993.0,https://pypi.org/project/nox,,,1056058.0,1059155.0,https://anaconda.org/conda-forge/nox,2023-04-29 21:25:10.082,170385.0,2.0,,,,,,,,,,,,,,,,,
77,pydocstyle,PyCQA/pydocstyle,linters,docstring style checker.,,https://github.com/PyCQA/pydocstyle,https://github.com/PyCQA/pydocstyle,MIT,2012-01-31 17:18:23.000,2023-02-10 09:37:04.000,2023-01-17 20:27:44,742.0,,188.0,20.0,313.0,111.0,222.0,1044.0,2023-01-17 20:31:11.783,6.3.0,22.0,89.0,31,True,,pydocstyle,conda-forge/pydocstyle,,57489.0,54703.0,https://pypi.org/project/pydocstyle,2023-01-17 20:31:11.783,2786.0,3125106.0,3141712.0,https://anaconda.org/conda-forge/pydocstyle,2023-01-17 23:20:42.339,1361767.0,2.0,,60.0,,,,,,,,,,,,,,,
78,prettytable,jazzband/prettytable,logging,Display tabular data in a visually appealing ASCII table format.,,https://github.com/jazzband/prettytable,https://github.com/jazzband/prettytable,BSD-1-Clause,2016-01-15 02:39:17.000,2023-05-08 23:43:28.000,2023-04-10 09:23:04,514.0,8.0,123.0,21.0,133.0,31.0,81.0,1020.0,2023-04-10 09:07:08.837,3.7.0,29.0,53.0,31,False,,prettytable,conda-forge/prettytable,,44199.0,43205.0,https://pypi.org/project/prettytable,2023-01-09 20:56:32.595,994.0,8408394.0,8421497.0,https://anaconda.org/conda-forge/prettytable,2023-04-11 08:30:15.746,1087624.0,2.0,,,,,,,,,,,,,,,,,
79,flake8-bugbear,PyCQA/flake8-bugbear,linters,A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that dont belong in..,,https://github.com/PyCQA/flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,MIT,2016-03-15 20:54:43.000,2023-05-09 23:57:41.000,2023-05-09 23:53:56,310.0,23.0,91.0,8.0,193.0,48.0,142.0,935.0,2023-05-10 00:00:02.878,23.5.9,58.0,73.0,31,True,,flake8-bugbear,conda-forge/flake8-bugbear,['flake8'],32350.0,31917.0,https://pypi.org/project/flake8-bugbear,2023-01-20 21:20:01.679,433.0,1838595.0,1854064.0,https://anaconda.org/conda-forge/flake8-bugbear,2023-03-23 17:22:10.646,696138.0,2.0,,,,,,,,,,,,,,,,,
80,asv,airspeed-velocity/asv,testing,Airspeed Velocity: A simple Python benchmarking tool with web-based reporting.,,https://github.com/airspeed-velocity/asv,https://github.com/airspeed-velocity/asv,BSD-3-Clause,2013-11-07 20:43:31.000,2023-05-07 16:26:00.000,2023-05-02 10:17:02,2155.0,132.0,158.0,21.0,762.0,135.0,393.0,772.0,2022-02-06 14:17:08.000,0.5.1,13.0,73.0,31,True,,asv,conda-forge/asv,,927.0,927.0,https://pypi.org/project/asv,,,20248.0,29556.0,https://anaconda.org/conda-forge/asv,2022-11-04 11:34:14.554,707441.0,2.0,,,,,,,,,,,,,,,,,
81,alabaster,bitprophet/alabaster,documentation,"Lightweight, configurable Sphinx theme.",,https://github.com/sphinx-doc/alabaster,https://github.com/sphinx-doc/alabaster,,2013-12-07 00:03:15.000,2023-04-30 12:05:23.000,2023-04-21 00:12:44,383.0,10.0,171.0,30.0,88.0,62.0,56.0,690.0,,,6.0,29.0,31,False,sphinx-doc/alabaster,alabaster,conda-forge/alabaster,['sphinx'],96335.0,96335.0,https://pypi.org/project/alabaster,,,6256169.0,6328828.0,https://anaconda.org/conda-forge/alabaster,2023-01-13 21:36:23.432,5958055.0,2.0,,,,,,,,,,,,,,,,,
82,sphinx-autodoc-typehints,tox-dev/sphinx-autodoc-typehints,documentation,Type hints support for the Sphinx autodoc extension.,,https://github.com/tox-dev/sphinx-autodoc-typehints,https://github.com/tox-dev/sphinx-autodoc-typehints,MIT,2015-09-21 20:41:41.000,2023-05-08 17:42:03.000,2023-05-03 22:39:02,305.0,13.0,92.0,10.0,188.0,27.0,139.0,485.0,2023-04-13 18:32:10.000,1.23.0,35.0,52.0,31,True,,sphinx-autodoc-typehints,conda-forge/sphinx-autodoc-typehints,['sphinx'],35682.0,35682.0,https://pypi.org/project/sphinx-autodoc-typehints,,,1354283.0,1361740.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2023-01-25 17:54:59.740,492186.0,2.0,,,,,,,,,,,,,,,,,
83,Scalene,plasma-umass/scalene,profiling,"Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization..",,https://github.com/plasma-umass/scalene,https://github.com/plasma-umass/scalene,Apache-2.0,2019-12-17 20:56:28.000,2023-05-10 00:07:23.000,2023-04-25 15:44:10,2953.0,30.0,250.0,70.0,217.0,136.0,218.0,7664.0,2023-04-20 20:02:50.000,1.5.21.2,142.0,39.0,30,True,,scalene,,,446.0,442.0,https://pypi.org/project/scalene,2023-01-06 20:40:06.239,4.0,15160.0,15160.0,,,,2.0,,,,,,,,,,,,,,,,,
84,pyinstrument,joerick/pyinstrument,profiling,Call stack profiler for Python. Shows you why your code is slow!.,,https://github.com/joerick/pyinstrument,https://github.com/joerick/pyinstrument,BSD-3-Clause,2014-03-13 17:53:13.000,2023-05-10 11:43:18.000,2023-05-06 22:57:40,829.0,20.0,219.0,55.0,127.0,18.0,97.0,5298.0,2022-11-05 12:02:04.078,4.4.0,39.0,48.0,30,True,,pyinstrument,conda-forge/pyinstrument,,1574.0,1457.0,https://pypi.org/project/pyinstrument,2022-11-05 12:02:04.078,117.0,435904.0,438346.0,https://anaconda.org/conda-forge/pyinstrument,2022-11-05 17:20:23.957,195385.0,2.0,,,,,,,,,,,,,,,,,
85,pex,pantsbuild/pex,packaging,A library and tool for generating .pex (Python EXecutable) files.,,https://github.com/pantsbuild/pex,https://github.com/pantsbuild/pex,Apache-2.0,2014-07-21 17:06:12.000,2023-05-06 01:47:37.000,2023-05-06 01:46:06,1331.0,46.0,234.0,55.0,1106.0,147.0,880.0,2318.0,2023-05-06 01:48:55.000,2.1.136,100.0,113.0,30,True,,pex,,,,,https://pypi.org/project/pex,,,776100.0,894120.0,,,,2.0,,2950517.0,,,,,,,,,,,,,,,
86,flit,pypa/flit,build-tools,Simplified packaging of Python modules.,,https://github.com/pypa/flit,https://github.com/pypa/flit,BSD-3-Clause,2015-03-13 21:22:27.000,2023-05-08 06:13:44.000,2023-05-06 20:35:27,1153.0,11.0,112.0,33.0,263.0,107.0,269.0,1946.0,,,21.0,66.0,30,True,,flit,conda-forge/flit,,1394.0,1394.0,https://pypi.org/project/flit,,,142356.0,144433.0,https://anaconda.org/conda-forge/flit,2022-11-06 11:38:49.501,155821.0,3.0,,,,,,,,,,,,,,,,,
87,briefcase,beeware/briefcase,packaging,Tools to support converting a Python project into a standalone native application.,,https://github.com/beeware/briefcase,https://github.com/beeware/briefcase,BSD-3-Clause,2015-07-28 15:20:03.000,2023-05-11 02:43:49.000,2023-05-09 02:08:17,2980.0,492.0,266.0,42.0,612.0,104.0,491.0,1711.0,2023-04-12 04:05:00.862,0.3.14,48.0,121.0,30,True,,briefcase,,,17.0,,https://pypi.org/project/briefcase,2023-01-30 02:23:00.441,17.0,5764.0,5766.0,,,,2.0,,108.0,,,,,,,,,,,,,,,
88,pyelftools,eliben/pyelftools,debugging,Parsing ELF and DWARF in Python.,,https://github.com/eliben/pyelftools,https://github.com/eliben/pyelftools,Unlicense,2013-06-08 22:55:54.000,2023-04-21 13:18:12.000,2023-04-21 13:17:49,643.0,5.0,465.0,70.0,257.0,68.0,146.0,1658.0,,,10.0,91.0,30,True,,pyelftools,conda-forge/pyelftools,,5705.0,5157.0,https://pypi.org/project/pyelftools,2022-08-10 21:45:29.337,548.0,2229144.0,2230627.0,https://anaconda.org/conda-forge/pyelftools,2022-10-29 13:21:01.531,127566.0,2.0,,,,,,,,,,,,,,,,,
89,doit,pydoit/doit,build-tools,task management & automation tool.,,https://github.com/pydoit/doit,https://github.com/pydoit/doit,MIT,2014-02-14 22:21:23.000,2023-05-10 13:59:56.000,2023-01-16 03:40:03,1483.0,,161.0,53.0,162.0,78.0,215.0,1590.0,,,10.0,65.0,30,True,,doit,conda-forge/doit,,1497.0,1497.0,https://pypi.org/project/doit,,,400304.0,403275.0,https://anaconda.org/conda-forge/doit,2022-04-22 16:36:58.774,193125.0,3.0,,,,,,,,,,,,,,,,,
90,nose,nose-devs/nose,testing,nose is nicer testing for python.,,https://github.com/nose-devs/nose,https://github.com/nose-devs/nose,,2011-12-13 19:36:32.000,2022-07-03 21:17:25.000,2016-03-04 01:16:26,1004.0,,373.0,49.0,261.0,399.0,465.0,1360.0,,,1.0,95.0,30,False,,nose,conda-forge/nose,,141410.0,141410.0,https://pypi.org/project/nose,,,4994020.0,5026463.0,https://anaconda.org/conda-forge/nose,2020-10-11 16:52:20.277,2725234.0,2.0,,,,,,,,,,,,,,,,,
91,typeguard,agronholm/typeguard,debugging,Run-time type checker for Python.,,https://github.com/agronholm/typeguard,https://github.com/agronholm/typeguard,,2015-12-27 23:15:37.000,2023-05-09 07:19:19.000,2023-05-09 07:19:17,519.0,127.0,87.0,18.0,86.0,9.0,249.0,1184.0,,,18.0,29.0,30,False,,typeguard,conda-forge/typeguard,,14594.0,14594.0,https://pypi.org/project/typeguard,,,8499568.0,8504401.0,https://anaconda.org/conda-forge/typeguard,2023-03-23 08:06:25.663,251367.0,2.0,,,,,,,,,,,,,,,,,
92,nose2,nose-devs/nose2,testing,"The successor to nose, based on unittest2.",,https://github.com/nose-devs/nose2,https://github.com/nose-devs/nose2,,2011-12-14 15:33:15.000,2023-05-09 01:41:06.000,2023-05-09 01:41:02,1112.0,13.0,128.0,23.0,308.0,51.0,215.0,750.0,,,5.0,74.0,30,False,,nose2,conda-forge/nose2,,23217.0,23217.0,https://pypi.org/project/nose2,,,566837.0,568379.0,https://anaconda.org/conda-forge/nose2,2020-02-02 06:02:02.004,92530.0,2.0,,,,,,,,,,,,,,,,,
93,setuptools_scm,pypa/setuptools_scm,build-tools,the blessed package to manage your versions by scm tags.,,https://github.com/pypa/setuptools_scm,https://github.com/pypa/setuptools_scm,MIT,2015-07-01 17:57:56.000,2023-05-09 11:17:04.000,2023-05-09 11:17:04,1485.0,79.0,179.0,23.0,375.0,97.0,374.0,715.0,2022-12-17 15:59:27.000,7.1.0,50.0,115.0,30,True,,setuptools_scm,conda-forge/setuptools_scm,,,,https://pypi.org/project/setuptools_scm,,,16693465.0,16712361.0,https://anaconda.org/conda-forge/setuptools_scm,2022-12-17 18:47:30.347,1625058.0,3.0,,,,,,,,,,,,,,,,,
94,mccabe,PyCQA/mccabe,code-metrics,McCabe complexity checker for Python.,,https://github.com/PyCQA/mccabe,https://github.com/PyCQA/mccabe,Saxpath,2013-02-20 22:19:04.000,2023-03-23 01:07:33.000,2023-03-23 01:07:33,145.0,2.0,52.0,17.0,57.0,13.0,39.0,567.0,2022-01-24 01:14:49.000,0.7.0,13.0,22.0,30,True,,mccabe,conda-forge/mccabe,,380155.0,364223.0,https://pypi.org/project/mccabe,2022-01-24 01:14:49.000,15932.0,27739557.0,27819867.0,https://anaconda.org/conda-forge/mccabe,2022-01-24 18:42:20.668,6665737.0,2.0,,,,,,,,,,,,,,,,,
95,sqlmap,sqlmapproject/sqlmap,security,Automatic SQL injection and database takeover tool.,,https://github.com/sqlmapproject/sqlmap,https://github.com/sqlmapproject/sqlmap,,2012-06-26 09:52:15.000,2023-05-05 17:25:21.000,2023-05-01 07:46:06,10069.0,38.0,5034.0,1096.0,350.0,54.0,4881.0,26952.0,2023-01-02 22:32:55.000,1.7,8.0,127.0,29,False,,sqlmap,,,,,https://pypi.org/project/sqlmap,,,8257.0,8257.0,,,,2.0,,,,,,,,,,,,,,,,,
96,gdbgui,cs01/gdbgui,debugging,"Browser-based frontend to gdb (gnu debugger). Add breakpoints, view the stack, visualize data structures, and more in..",,https://github.com/cs01/gdbgui,https://github.com/cs01/gdbgui,GPL-3.0,2016-10-27 03:19:25.000,2023-05-07 17:32:13.000,2022-06-22 04:41:01,431.0,,469.0,165.0,152.0,139.0,168.0,9216.0,2022-06-22 04:50:45.000,0.15.1.0,9.0,40.0,29,True,,gdbgui,,,282.0,282.0,https://pypi.org/project/gdbgui,,,61180.0,61579.0,,,,2.0,,13569.0,,,,,,,,,,,,,,,
97,alive-progress,rsalmei/alive-progress,logging,"A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!.",,https://github.com/rsalmei/alive-progress,https://github.com/rsalmei/alive-progress,MIT,2019-08-05 05:54:30.000,2023-05-09 03:43:14.112,2023-05-09 01:24:24,669.0,30.0,176.0,46.0,48.0,17.0,175.0,4390.0,,,17.0,7.0,29,True,,alive-progress,conda-forge/alive-progress,,1820.0,1820.0,https://pypi.org/project/alive-progress,,,279192.0,280001.0,https://anaconda.org/conda-forge/alive-progress,2023-05-09 03:43:14.112,31581.0,3.0,,,,,,,,,,,,,,,,,
98,sphinx_rtd_theme,readthedocs/sphinx_rtd_theme,documentation,Sphinx theme for readthedocs.org.,,https://github.com/readthedocs/sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,MIT,2013-10-17 17:10:49.000,2023-05-02 22:29:17.000,2023-04-22 18:58:10,1447.0,1.0,1553.0,165.0,669.0,167.0,600.0,4356.0,,,18.0,114.0,29,True,,sphinx_rtd_theme,conda-forge/sphinx_rtd_theme,['sphinx'],16.0,16.0,https://pypi.org/project/sphinx_rtd_theme,,,3209310.0,3250194.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2023-02-12 11:49:57.271,3311671.0,2.0,,,,,,,,,,,,,,,,,
99,memory-profiler,pythonprofilers/memory_profiler,profiling,Monitor Memory usage of Python code.,,https://github.com/pythonprofilers/memory_profiler,https://github.com/pythonprofilers/memory_profiler,BSD-3-Clause,2011-10-14 11:56:14.000,2023-04-10 14:01:09.000,2022-12-06 17:25:01,713.0,,367.0,77.0,160.0,125.0,113.0,3868.0,2022-11-15 17:59:01.069,0.61.0,59.0,101.0,29,True,,memory_profiler,conda-forge/memory_profiler,,219.0,,https://pypi.org/project/memory_profiler,2022-11-15 17:59:01.069,219.0,690361.0,694240.0,https://anaconda.org/conda-forge/memory_profiler,2022-11-16 08:09:24.242,325869.0,2.0,7.0,,,,,,,,,,,,,,,,
100,vulture,jendrikseipp/vulture,refactoring,Find dead Python code.,,https://github.com/jendrikseipp/vulture,https://github.com/jendrikseipp/vulture,MIT,2016-08-11 15:39:58.647,2023-05-07 04:19:19.000,2023-02-27 07:59:09,717.0,2.0,119.0,22.0,136.0,15.0,162.0,2511.0,2023-01-08 21:24:44.000,2.7,46.0,35.0,29,True,,vulture,conda-forge/vulture,,3986.0,3731.0,https://pypi.org/project/vulture,2023-01-09 21:18:34.095,255.0,360949.0,361799.0,https://anaconda.org/conda-forge/vulture,2023-01-09 08:50:44.861,68895.0,2.0,,,,,,,,,,,,,,,,,
101,pdoc,mitmproxy/pdoc,documentation,API Documentation for Python Projects.,,https://github.com/mitmproxy/pdoc,https://github.com/mitmproxy/pdoc,Unlicense,2013-08-04 21:12:50.000,2023-05-01 11:28:20.000,2023-05-01 11:28:11,909.0,34.0,166.0,27.0,221.0,15.0,304.0,1527.0,,,,44.0,29,True,,pdoc,,,1771.0,1771.0,https://pypi.org/project/pdoc,,,104045.0,104045.0,,,,2.0,,,,,,,,,,,,,,,,,
102,logbook,getlogbook/logbook,logging,A cool logging replacement for Python.,,https://github.com/getlogbook/logbook,https://github.com/getlogbook/logbook,,2010-07-22 10:13:12.000,2022-10-28 10:53:26.838,2019-10-16 17:48:40,1195.0,,152.0,35.0,151.0,49.0,126.0,1436.0,2016-07-28 10:37:00.000,1.0.0,2.0,76.0,29,False,,logbook,conda-forge/logbook,,4423.0,4423.0,https://pypi.org/project/logbook,,,2679149.0,2681710.0,https://anaconda.org/conda-forge/logbook,2022-10-28 10:53:26.838,127947.0,3.0,,295.0,,,,,,,,,,,,,,,
103,colorlog,borntyping/python-colorlog,logging,A colored formatter for the python logging module.,,https://github.com/borntyping/python-colorlog,https://github.com/borntyping/python-colorlog,MIT,2012-09-05 17:57:21.000,2023-02-08 04:25:59.000,2022-08-29 14:53:21,230.0,,81.0,12.0,46.0,1.0,73.0,800.0,2021-11-08 16:58:17.000,6.6.0,20.0,30.0,29,True,,colorlog,conda-forge/colorlog,,24710.0,24710.0,https://pypi.org/project/colorlog,,,6714901.0,6731992.0,https://anaconda.org/conda-forge/colorlog,2022-10-26 21:11:56.658,1452748.0,3.0,,,,,,,,,,,,,,,,,
104,breathe,michaeljones/breathe,documentation,ReStructuredText and Sphinx bridge to Doxygen.,,https://github.com/breathe-doc/breathe,https://github.com/breathe-doc/breathe,,2009-02-03 18:52:25.000,2023-04-27 23:05:05.000,2023-02-28 20:05:14,1758.0,2.0,176.0,21.0,349.0,155.0,391.0,673.0,2023-03-31 19:07:42.000,4.35.0,42.0,107.0,29,False,breathe-doc/breathe,breathe,conda-forge/breathe,,9599.0,9599.0,https://pypi.org/project/breathe,,,369726.0,375656.0,https://anaconda.org/conda-forge/breathe,2023-03-01 13:19:31.767,466896.0,2.0,,505.0,,,,,,,,,,,,,,,
105,pylint-django,PyCQA/pylint-django,linters,Pylint plugin for improving code analysis for when using Django.,,https://github.com/PyCQA/pylint-django,https://github.com/PyCQA/pylint-django,GPL-2.0,2013-10-01 06:35:15.000,2023-04-26 01:47:44.000,2023-01-31 06:24:11,623.0,,116.0,17.0,182.0,60.0,163.0,554.0,2022-03-26 22:16:11.000,2.5.3,54.0,67.0,29,True,,pylint-django,conda-forge/pylint-django,['pylint'],26935.0,25762.0,https://pypi.org/project/pylint-django,2022-03-25 16:09:23.000,1173.0,1021255.0,1023037.0,https://anaconda.org/conda-forge/pylint-django,2022-04-07 12:02:14.331,144009.0,2.0,,232.0,,,,,,,,,,,,,,,
106,coveralls-python,TheKevJames/coveralls-python,testing,Show coverage stats online via coveralls.io.,,https://github.com/TheKevJames/coveralls-python,https://github.com/TheKevJames/coveralls-python,MIT,2013-02-06 20:48:39.000,2023-05-09 03:45:03.000,2023-05-03 14:19:26,474.0,1.0,184.0,8.0,225.0,14.0,146.0,518.0,2021-11-11 20:59:17.000,3.3.1,28.0,64.0,29,True,,coveralls,conda-forge/coveralls,['pytest'],31211.0,31211.0,https://pypi.org/project/coveralls,,,506809.0,518810.0,https://anaconda.org/conda-forge/coveralls,2022-08-03 01:11:21.846,912099.0,3.0,,,,,,,,,,,,,,,,,
107,python-coloredlogs,xolox/python-coloredlogs,logging,Colored terminal output for Pythons logging module.,,https://github.com/xolox/python-coloredlogs,https://github.com/xolox/python-coloredlogs,MIT,2013-05-30 18:57:12.000,2023-04-25 13:29:34.000,2021-06-11 10:22:09,273.0,,41.0,9.0,36.0,31.0,51.0,505.0,2021-06-11 10:22:42.000,15.0.1,63.0,16.0,29,False,,coloredlogs,anaconda/coloredlogs,,23437.0,21441.0,https://pypi.org/project/coloredlogs,2021-06-11 10:22:42.000,1996.0,6077622.0,6077760.0,https://anaconda.org/anaconda/coloredlogs,2023-03-17 13:09:02.979,9398.0,3.0,,,,,,,,,,,,,,,,,
108,hacking,openstack/hacking,linters,OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org.,,https://github.com/openstack/hacking,https://github.com/openstack/hacking,Apache-2.0,2013-03-26 21:09:28.000,2023-05-11 13:21:06.000,2023-04-25 14:50:41,1065.0,3.0,66.0,33.0,7.0,,,227.0,2023-04-27 15:17:02.669,6.0.1,40.0,186.0,29,True,,hacking,,['flake8'],4397.0,,https://pypi.org/project/hacking,2022-10-06 09:48:04.927,4397.0,118104.0,118104.0,,,,2.0,,,,,,,,,,,,,,,,,
109,gast,serge-sans-paille/gast,ast,Python AST that abstracts the underlying Python version.,,https://github.com/serge-sans-paille/gast,https://github.com/serge-sans-paille/gast,BSD-3-Clause,2016-07-18 10:39:07.000,2023-04-29 19:36:34.000,2023-04-29 19:35:43,97.0,3.0,27.0,12.0,44.0,1.0,29.0,127.0,2023-04-29 19:44:01.995,0.5.4,21.0,10.0,29,True,,gast,conda-forge/gast,,118899.0,116962.0,https://pypi.org/project/gast,2021-11-13 21:39:31.000,1937.0,13154701.0,13190999.0,https://anaconda.org/conda-forge/gast,2021-11-15 08:20:52.503,2177897.0,1.0,,,,,,,,,,,,,,,,,
110,mamba,mamba-org/mamba,dependency-managers,The Fast Cross-Platform Package Manager.,,https://github.com/mamba-org/mamba,https://github.com/mamba-org/mamba,BSD-3-Clause,2019-03-05 13:05:10.000,2023-05-10 15:16:59.000,2023-05-05 09:07:21,2442.0,98.0,268.0,48.0,1206.0,495.0,843.0,4639.0,2023-04-06 14:24:04.000,2023.04.06,105.0,122.0,28,True,,,conda-forge/mamba,,,,,,,,146792.0,https://anaconda.org/conda-forge/mamba,2023-04-06 15:21:25.785,7339601.0,3.0,,,,,,,,,,,,,,,,,
111,coala,coala/coala,linters,"coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming..",,https://github.com/coala/coala,https://github.com/coala/coala,AGPL-3.0,2014-05-15 11:35:34.000,2022-07-03 04:03:12.000,2021-06-11 17:11:55,4487.0,,1356.0,105.0,3152.0,835.0,2373.0,3465.0,2017-05-30 10:07:57.000,0.11.1,730.0,483.0,28,False,,coala-bears,,,121.0,12.0,https://pypi.org/project/coala-bears,2017-11-10 21:04:50.000,109.0,2852.0,2853.0,,,,2.0,,165.0,,,,,,,,,,,,,,,
112,notifiers,liiight/notifiers,logging,The easy way to send notifications.,,https://github.com/liiight/notifiers,https://github.com/liiight/notifiers,MIT,2017-06-01 10:20:18.000,2023-05-08 20:02:18.000,2022-07-14 07:40:12,517.0,,96.0,33.0,360.0,41.0,66.0,2439.0,2022-02-10 14:51:38.000,1.3.3,31.0,19.0,28,True,,notifiers,conda-forge/notifiers,,880.0,855.0,https://pypi.org/project/notifiers,2022-02-10 14:51:38.000,25.0,518063.0,519160.0,https://anaconda.org/conda-forge/notifiers,2022-09-07 07:53:17.789,31817.0,3.0,,,,,,,,,,,,,,,,,
113,Diamond,python-diamond/Diamond,profiling,Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of..,,https://github.com/python-diamond/Diamond,https://github.com/python-diamond/Diamond,MIT,2013-10-11 23:32:13.000,2023-02-22 17:27:24.000,2023-01-29 19:46:36,3335.0,,600.0,90.0,533.0,135.0,170.0,1704.0,2016-11-25 22:13:29.000,4.0.515,36.0,385.0,28,True,,diamond,,,171.0,137.0,https://pypi.org/project/diamond,2016-11-25 22:13:29.000,34.0,19633.0,19633.0,,,,3.0,,,,,,,,,,,,,,,,,
114,astor,berkerpeksag/astor,ast,Python AST read/write.,,https://github.com/berkerpeksag/astor,https://github.com/berkerpeksag/astor,BSD-3-Clause,2012-09-19 23:02:51.000,2022-12-31 03:02:53.000,2022-12-31 03:02:53,264.0,,94.0,25.0,109.0,38.0,77.0,720.0,2019-12-10 01:50:33.000,0.8.1,14.0,33.0,28,True,,astor,conda-forge/astor,,2166.0,,https://pypi.org/project/astor,2019-12-10 01:50:33.000,2166.0,6549092.0,6576321.0,https://anaconda.org/conda-forge/astor,2020-07-01 13:36:26.971,1987769.0,2.0,,,,,,,,,,,,,,,,,
115,PyHamcrest,hamcrest/PyHamcrest,testing,Hamcrest matchers for Python.,,https://github.com/hamcrest/PyHamcrest,https://github.com/hamcrest/PyHamcrest,,2010-12-24 02:55:56.000,2023-05-04 09:41:23.000,2023-04-24 23:57:41,627.0,10.0,101.0,24.0,152.0,20.0,59.0,702.0,2021-12-12 20:12:19.000,V2.0.3,9.0,42.0,28,False,,pyhamcrest,conda-forge/pyhamcrest,,33551.0,33551.0,https://pypi.org/project/pyhamcrest,,,1331632.0,1337203.0,https://anaconda.org/conda-forge/pyhamcrest,2022-09-21 07:33:07.620,468041.0,3.0,,,,,,,,,,,,,,,,,
116,darglint,terrencepreilly/darglint,linters,A python documentation linter which checks that the docstring description matches the definition.,,https://github.com/terrencepreilly/darglint,https://github.com/terrencepreilly/darglint,MIT,2017-09-25 14:11:21.000,2022-12-08 14:26:52.000,2021-10-18 03:34:23,504.0,,41.0,6.0,61.0,71.0,95.0,474.0,2021-10-18 03:40:35.000,1.8.1,49.0,22.0,28,False,,darglint,conda-forge/darglint,,18473.0,18352.0,https://pypi.org/project/darglint,2021-10-18 03:40:35.000,121.0,507980.0,509391.0,https://anaconda.org/conda-forge/darglint,2021-11-05 17:11:34.449,62126.0,2.0,,,,,,,,,,,,,,,,,
117,docformatter,myint/docformatter,formatters,Formats docstrings to follow PEP 257.,,https://github.com/PyCQA/docformatter,https://github.com/PyCQA/docformatter,MIT,2012-05-26 21:40:48.000,2023-05-08 16:53:03.000,2023-05-06 23:57:11,550.0,31.0,49.0,12.0,98.0,13.0,93.0,403.0,2023-05-03 17:54:16.000,1.6.5,9.0,26.0,28,True,PyCQA/docformatter,docformatter,conda-forge/docformatter,,2819.0,2819.0,https://pypi.org/project/docformatter,,,335155.0,337089.0,https://anaconda.org/conda-forge/docformatter,2023-05-03 20:54:17.401,61903.0,3.0,,,,,,,,,,,,,,,,,
118,wasabi,ines/wasabi,logging,A lightweight console printing and formatting toolkit.,,https://github.com/explosion/wasabi,https://github.com/explosion/wasabi,MIT,2018-11-17 14:40:55.000,2023-04-20 14:31:29.000,2023-04-20 14:31:29,255.0,2.0,25.0,15.0,31.0,4.0,5.0,380.0,2023-01-16 06:54:10.000,1.1.1,38.0,12.0,28,True,explosion/wasabi,wasabi,conda-forge/wasabi,,28103.0,28103.0,https://pypi.org/project/wasabi,,,4195616.0,4216502.0,https://anaconda.org/conda-forge/wasabi,2023-01-23 10:44:50.730,1065218.0,3.0,,,,,,,,,,,,,,,,,
119,nitpick,andreoliwa/nitpick,linters,Enforce the same settings on multiple projects.,,https://github.com/andreoliwa/nitpick,https://github.com/andreoliwa/nitpick,MIT,2018-03-23 14:25:24.000,2023-05-10 02:00:19.000,2023-05-10 02:00:18,776.0,72.0,21.0,4.0,460.0,45.0,78.0,344.0,2023-03-29 18:53:41.000,0.33.1,50.0,15.0,28,True,,nitpick,,['flake8'],1233.0,1233.0,https://pypi.org/project/nitpick,,,90627.0,90627.0,,,,2.0,,4.0,,,,,,,,,,,,,,,
120,executing,alexmojaki/executing,ast,"Get information about what a Python frame is currently doing, particularly the AST node being executed.",,https://github.com/alexmojaki/executing,https://github.com/alexmojaki/executing,MIT,2019-05-25 08:22:26.000,2023-04-02 17:19:51.000,2022-12-27 17:54:48,436.0,,27.0,11.0,38.0,13.0,18.0,238.0,2020-12-27 11:10:13.000,0.5.4,18.0,9.0,28,True,,executing,conda-forge/executing,,71203.0,71203.0,https://pypi.org/project/executing,,,10223090.0,10391758.0,https://anaconda.org/conda-forge/executing,2022-11-01 15:44:50.965,6915401.0,2.0,,,,,,,,,,,,,,,,,
121,typed_ast,python/typed_ast,ast,Modified fork of CPythons ast module that parses `# type:` comments.,,https://github.com/python/typed_ast,https://github.com/python/typed_ast,Apache-2.0,2016-02-16 22:40:09.000,2022-10-29 20:43:34.047,2022-10-08 21:16:38,202.0,,55.0,20.0,106.0,1.0,86.0,217.0,2022-05-21 21:30:52.000,1.5.4,34.0,26.0,28,True,,typed_ast,conda-forge/typed-ast,,5526.0,,https://pypi.org/project/typed_ast,2022-05-21 21:30:52.000,5526.0,8543819.0,8633018.0,https://anaconda.org/conda-forge/typed-ast,2022-10-29 20:43:34.047,5976377.0,2.0,,,,,,,,,,,,,,,,,
122,astunparse,simonpercivall/astunparse,ast,An AST unparser for Python.,,https://github.com/simonpercivall/astunparse,https://github.com/simonpercivall/astunparse,BSD-3-Clause,2014-03-31 15:34:54.000,2023-04-20 07:24:40.000,2019-12-22 18:11:19,86.0,,46.0,8.0,33.0,24.0,21.0,195.0,2019-12-22 18:12:11.000,1.6.3,11.0,10.0,28,False,,astunparse,conda-forge/astunparse,,73602.0,73185.0,https://pypi.org/project/astunparse,2019-12-22 18:12:11.000,417.0,7813085.0,7834591.0,https://anaconda.org/conda-forge/astunparse,2021-01-15 07:40:29.426,1526929.0,2.0,,,,,,,,,,,,,,,,,
123,Bpytop,aristocratos/bpytop,profiling,Linux/OSX/FreeBSD resource monitor.,,https://github.com/aristocratos/bpytop,https://github.com/aristocratos/bpytop,Apache-2.0,2020-07-01 17:41:25.000,2022-03-06 14:22:47.000,2022-03-06 14:20:17,408.0,,367.0,152.0,69.0,72.0,227.0,9350.0,2021-12-22 19:23:21.000,1.0.68,53.0,35.0,27,False,,bpytop,conda-forge/bpytop,,115.0,114.0,https://pypi.org/project/bpytop,2021-12-22 19:23:21.000,1.0,6079.0,6510.0,https://anaconda.org/conda-forge/bpytop,2021-12-22 23:07:43.371,11663.0,3.0,,,,,,,,,,,,,,,,,
124,xonsh,xonsh/xonsh,shell,"Python-powered, cross-platform, Unix-gazing shell.",,https://github.com/xonsh/xonsh,https://github.com/xonsh/xonsh,,2015-01-21 22:05:27.000,2023-05-09 09:09:48.000,2023-05-09 09:09:48,10425.0,30.0,578.0,101.0,2550.0,253.0,2173.0,7017.0,2022-12-08 14:49:00.000,0.13.4,97.0,313.0,27,False,,xonsh,,,,,https://pypi.org/project/xonsh,,,6346.0,6433.0,,,,1.0,,8555.0,,,,,,,,,,,,,,,
125,PyOxidizer,indygreg/PyOxidizer,packaging,A modern Python application packaging and distribution tool.,,https://github.com/indygreg/PyOxidizer,https://github.com/indygreg/PyOxidizer,MPL-2.0,2018-12-18 23:32:13.000,2023-04-24 08:06:16.000,2023-01-21 22:38:30,6697.0,,198.0,60.0,123.0,295.0,230.0,4730.0,2022-12-30 01:38:05.000,pyoxidizer/0.24.0,22.0,53.0,27,True,,pyoxidizer,,,148.0,148.0,https://pypi.org/project/pyoxidizer,,,4819.0,5022.0,,,,2.0,,8143.0,,,,,,,,,,,,,,,
126,freezegun,spulec/freezegun,testing,Let your Python tests travel through time.,,https://github.com/spulec/freezegun,https://github.com/spulec/freezegun,Apache-2.0,2012-12-11 05:11:00.000,2023-04-18 22:40:40.000,2023-02-22 05:49:22,592.0,15.0,238.0,33.0,219.0,107.0,177.0,3663.0,,,15.0,109.0,27,True,,freezegun,conda-forge/freezegun,,,,https://pypi.org/project/freezegun,,,6131246.0,6142658.0,https://anaconda.org/conda-forge/freezegun,2022-08-12 15:46:56.359,981459.0,3.0,,,,,,,,,,,,,,,,,
127,pytest-testinfra,pytest-dev/pytest-testinfra,testing,Testinfra test your infrastructures.,,https://github.com/pytest-dev/pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,Apache-2.0,2015-03-15 20:49:52.000,2023-05-09 13:29:05.000,2023-01-11 17:43:24,719.0,,321.0,82.0,377.0,128.0,207.0,2201.0,2022-12-06 07:57:49.000,7.0.1,11.0,123.0,27,True,,pytest-testinfra,conda-forge/pytest-testinfra,['pytest'],9.0,,https://pypi.org/project/pytest-testinfra,2022-12-01 20:31:08.422,9.0,287740.0,288105.0,https://anaconda.org/conda-forge/pytest-testinfra,2022-12-13 07:21:44.910,10224.0,3.0,,,,,,,,,,,,,,,,,
128,line_profiler,pyutils/line_profiler,profiling,Line-by-line profiling for Python.,,https://github.com/pyutils/line_profiler,https://github.com/pyutils/line_profiler,BSD-3-Clause,2016-05-26 17:37:38.151,2023-03-06 21:28:54.000,2023-03-06 21:28:54,298.0,8.0,99.0,16.0,129.0,38.0,46.0,1811.0,2023-03-04 00:35:51.589,4.0.3,27.0,39.0,27,True,,line_profiler,conda-forge/line_profiler,,74.0,,https://pypi.org/project/line_profiler,2022-12-09 15:21:59.908,74.0,481294.0,485898.0,https://anaconda.org/conda-forge/line_profiler,2022-12-09 23:55:22.319,386750.0,3.0,,,,,,,,,,,,,,,,,
129,safety,pyupio/safety,security,Safety checks Python dependencies for known security vulnerabilities and suggests the proper remediations for..,,https://github.com/pyupio/safety,https://github.com/pyupio/safety,MIT,2016-10-19 13:22:56.000,2023-04-05 10:48:47.000,2023-02-26 17:29:13,584.0,7.0,123.0,30.0,303.0,50.0,115.0,1494.0,2022-12-08 19:08:48.000,2.3.5,18.0,41.0,27,True,,safety,conda-forge/safety,,14.0,14.0,https://pypi.org/project/safety,,,998456.0,1008269.0,https://anaconda.org/conda-forge/safety,2022-12-09 10:33:04.329,62486.0,3.0,,323480.0,,,,,,,,,,,,,,,
130,pytest-xdist,pytest-dev/pytest-xdist,testing,pytest plugin for distributed testing and loop-on-failures testing modes.,,https://github.com/pytest-dev/pytest-xdist,https://github.com/pytest-dev/pytest-xdist,MIT,2015-09-01 18:51:45.000,2023-05-11 00:36:22.000,2023-05-10 11:48:21,1080.0,17.0,184.0,48.0,358.0,211.0,316.0,1145.0,,,46.0,90.0,27,True,,pytest-xdist,conda-forge/pytest-xdist,['pytest'],,,https://pypi.org/project/pytest-xdist,,,8181917.0,8238707.0,https://anaconda.org/conda-forge/pytest-xdist,2023-03-13 11:04:35.514,4656819.0,3.0,,,,,,,,,,,,,,,,,
131,Yappi,sumerc/yappi,profiling,"Yet Another Python Profiler, but this time multithreading, asyncio and gevent aware.",,https://github.com/sumerc/yappi,https://github.com/sumerc/yappi,MIT,2009-10-07 20:46:30.000,2023-01-17 07:07:26.000,2022-11-25 12:58:03,700.0,,61.0,13.0,64.0,21.0,50.0,1128.0,2022-10-31 08:28:00.894,1.4.0,22.0,28.0,27,True,,yappi,conda-forge/yappi,,1270.0,924.0,https://pypi.org/project/yappi,2022-10-31 08:28:00.894,346.0,1354247.0,1356338.0,https://anaconda.org/conda-forge/yappi,2022-11-02 18:35:11.317,148463.0,3.0,,,,,,,,,,,,,,,,,
132,pytest-benchmark,ionelmc/pytest-benchmark,testing,py.test fixture for benchmarking code.,,https://github.com/ionelmc/pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,BSD-2-Clause,2014-10-10 10:55:33.000,2023-04-27 00:15:19.000,2023-04-27 00:15:19,1004.0,3.0,100.0,18.0,67.0,86.0,86.0,1078.0,,,5.0,39.0,27,True,,pytest-benchmark,conda-forge/pytest-benchmark,['pytest'],6740.0,6740.0,https://pypi.org/project/pytest-benchmark,,,979053.0,999191.0,https://anaconda.org/conda-forge/pytest-benchmark,2022-10-26 11:10:23.029,1731885.0,3.0,,,,,,,,,,,,,,,,,
133,pylama,klen/pylama,linters,Code audit tool for python.,,https://github.com/klen/pylama,https://github.com/klen/pylama,MIT,2012-08-17 10:10:10.000,2023-04-17 09:40:56.000,2022-08-08 11:25:05,700.0,,99.0,20.0,96.0,48.0,95.0,988.0,2022-08-08 11:29:01.059,8.4.1,116.0,48.0,27,True,,pylama,,,6456.0,5805.0,https://pypi.org/project/pylama,2022-08-08 11:29:01.059,651.0,179712.0,179712.0,,,,3.0,,,,,,,,,,,,,,,,,
134,pytest-testmon,tarpas/pytest-testmon,testing,Selects tests affected by changed files. Executes the right tests first. Continuous test runner when used with pytest-..,,https://github.com/tarpas/pytest-testmon,https://github.com/tarpas/pytest-testmon,AGPL-3.0,2015-02-02 14:21:10.000,2023-05-02 07:56:38.000,2023-05-02 07:54:54,349.0,21.0,44.0,16.0,75.0,26.0,115.0,659.0,2023-03-25 21:24:43.000,2.0.2,38.0,23.0,27,True,,pytest-testmon,conda-forge/pytest-testmon,['pytest'],1095.0,1095.0,https://pypi.org/project/pytest-testmon,,,129212.0,129827.0,https://anaconda.org/conda-forge/pytest-testmon,2019-08-03 00:17:17.063,38751.0,3.0,,,,,,,,,,,,,,,,,
135,pep8-naming,PyCQA/pep8-naming,linters,Naming Convention checker for Python.,,https://github.com/PyCQA/pep8-naming,https://github.com/PyCQA/pep8-naming,,2013-02-09 18:32:52.000,2023-05-06 20:04:57.000,2023-05-06 20:04:56,258.0,2.0,131.0,15.0,123.0,16.0,78.0,447.0,2022-12-19 20:46:12.000,0.13.3,18.0,35.0,27,False,,pep8-naming,conda-forge/pep8-naming,,47239.0,47239.0,https://pypi.org/project/pep8-naming,,,1803198.0,1806656.0,https://anaconda.org/conda-forge/pep8-naming,2022-12-20 00:48:27.815,300915.0,3.0,,,,,,,,,,,,,,,,,
136,ddt,datadriventests/ddt,testing,Data-Driven Tests for Python Unittest.,,https://github.com/datadriventests/ddt,https://github.com/datadriventests/ddt,MIT,2012-02-11 22:57:10.000,2022-11-16 17:18:02.000,2022-08-10 16:41:28,230.0,,109.0,21.0,61.0,12.0,41.0,426.0,2022-08-10 16:47:16.981,1.6.0,31.0,37.0,27,True,,ddt,conda-forge/ddt,,6382.0,5041.0,https://pypi.org/project/ddt,2022-08-10 16:47:16.981,1341.0,358320.0,359442.0,https://anaconda.org/conda-forge/ddt,2022-09-22 12:35:17.572,83082.0,3.0,,,,,,,,,,,,,,,,,
137,numpydoc,numpy/numpydoc,documentation,Numpys Sphinx extensions.,,https://github.com/numpy/numpydoc,https://github.com/numpy/numpydoc,,2013-07-24 16:23:39.000,2023-03-15 17:25:55.000,2023-03-14 19:01:25,547.0,3.0,137.0,34.0,265.0,63.0,127.0,243.0,2022-10-08 14:08:14.000,1.5.0,14.0,76.0,27,False,,numpydoc,conda-forge/numpydoc,['sphinx'],38236.0,38236.0,https://pypi.org/project/numpydoc,,,379404.0,403298.0,https://anaconda.org/conda-forge/numpydoc,2022-10-09 00:00:11.878,1815984.0,2.0,,,,,,,,,,,,,,,,,
138,pytest-mypy,dbader/pytest-mypy,testing,Mypy static type checker plugin for Pytest.,,https://github.com/realpython/pytest-mypy,https://github.com/realpython/pytest-mypy,MIT,2016-09-29 14:39:23.000,2023-05-09 08:32:48.000,2023-05-08 06:33:29,274.0,15.0,33.0,8.0,97.0,10.0,52.0,224.0,2022-12-18 18:46:32.000,0.10.3,13.0,16.0,27,True,realpython/pytest-mypy,pytest-mypy,conda-forge/pytest-mypy,['pytest'],3494.0,3494.0,https://pypi.org/project/pytest-mypy,,,234650.0,236282.0,https://anaconda.org/conda-forge/pytest-mypy,2020-11-24 14:50:18.057,63662.0,3.0,,,,,,,,,,,,,,,,,
139,rebound,shobrook/rebound,logging,Command-line tool that instantly fetches Stack Overflow results when an exception is thrown.,,https://github.com/shobrook/rebound,https://github.com/shobrook/rebound,MIT,2017-05-29 17:11:25.872,2023-04-11 12:34:02.647,2022-02-16 05:16:40,168.0,,383.0,78.0,41.0,24.0,38.0,4019.0,2023-04-07 14:10:00.760,3.24.3,198.0,16.0,26,False,,rebound,conda-forge/rebound,,43.0,24.0,https://pypi.org/project/rebound,2022-04-25 14:15:09.000,19.0,5376.0,9165.0,https://anaconda.org/conda-forge/rebound,2023-04-11 12:34:02.647,272657.0,3.0,,220.0,,,,,,,,,,,,,,,
140,factory_boy,FactoryBoy/factory_boy,testing,A test fixtures replacement for Python.,,https://github.com/FactoryBoy/factory_boy,https://github.com/FactoryBoy/factory_boy,MIT,2011-05-11 08:26:59.000,2023-05-03 11:15:44.000,2023-05-03 09:02:42,975.0,11.0,362.0,40.0,475.0,167.0,379.0,3096.0,,,10.0,126.0,26,True,,factory_boy,conda-forge/factory_boy,,,,https://pypi.org/project/factory_boy,,,2670188.0,2671728.0,https://anaconda.org/conda-forge/factory_boy,2021-10-26 21:47:41.376,123213.0,3.0,,,,,,,,,,,,,,,,,
141,detect-secrets,Yelp/detect-secrets,security,An enterprise friendly way of detecting and preventing secrets in code.,,https://github.com/Yelp/detect-secrets,https://github.com/Yelp/detect-secrets,Apache-2.0,2017-12-05 00:38:38.000,2023-05-08 15:10:58.000,2023-04-11 16:04:33,1217.0,6.0,319.0,47.0,404.0,86.0,198.0,3039.0,2022-10-05 17:13:10.000,1.4.0,8.0,71.0,26,True,,detect-secrets,,,,,https://pypi.org/project/detect-secrets,,,402450.0,402450.0,,,,3.0,,,,,,,,,,,,,,,,,
142,pdbpp,pdbpp/pdbpp,debugging,"pdb++, a drop-in replacement for pdb (the Python debugger).",,https://github.com/pdbpp/pdbpp,https://github.com/pdbpp/pdbpp,BSD-3-Clause,2017-06-11 13:42:16.000,2023-02-08 01:23:10.000,2022-07-14 18:31:38,706.0,,59.0,19.0,316.0,91.0,125.0,1086.0,2021-07-09 22:22:20.000,0.10.3,26.0,41.0,26,True,,pdbpp,conda-forge/pdbpp,,5443.0,4749.0,https://pypi.org/project/pdbpp,2021-07-09 22:22:20.000,694.0,242343.0,243727.0,https://anaconda.org/conda-forge/pdbpp,2021-07-11 15:21:48.419,95517.0,2.0,,,,,,,,,,,,,,,,,
143,cx_Freeze,marcelotduarte/cx_Freeze,packaging,"Create standalone executables from Python scripts, with the same performance and is cross-platform.",,https://github.com/marcelotduarte/cx_Freeze,https://github.com/marcelotduarte/cx_Freeze,,2017-01-22 04:25:52.000,2023-05-08 19:27:20.000,2023-05-08 19:26:17,1581.0,69.0,195.0,29.0,930.0,66.0,780.0,1071.0,2023-04-08 19:04:21.000,6.14.9,53.0,103.0,26,True,,cx_freeze,conda-forge/cx_freeze,,,,https://pypi.org/project/cx_freeze,,,98725.0,102978.0,https://anaconda.org/conda-forge/cx_freeze,2023-04-09 01:25:04.667,221202.0,3.0,,,,,,,,,,,,,,,,,
144,wily,tonybaloney/wily,code-metrics,"A Python application for tracking, reporting on timing and complexity in Python code.",,https://github.com/tonybaloney/wily,https://github.com/tonybaloney/wily,Apache-2.0,2018-10-11 22:12:25.000,2023-03-13 06:57:40.000,2023-03-13 01:30:13,821.0,16.0,56.0,25.0,88.0,30.0,60.0,1067.0,2023-02-22 04:00:16.000,1.24.1,50.0,23.0,26,True,,wily,,,188.0,178.0,https://pypi.org/project/wily,2022-10-20 05:13:01.074,10.0,9983.0,9983.0,,,,3.0,,,,,,,,,,,,,,,,,
145,interrogate,econchick/interrogate,documentation,Explain yourself! Interrogate a codebase for docstring coverage.,,https://github.com/econchick/interrogate,https://github.com/econchick/interrogate,MIT,2020-04-24 02:33:25.000,2023-03-19 22:56:32.000,2022-07-29 16:12:10,178.0,,35.0,5.0,102.0,21.0,27.0,480.0,2021-09-10 23:05:20.000,1.5.0,14.0,12.0,26,True,,interrogate,,,4382.0,4204.0,https://pypi.org/project/interrogate,2021-09-10 23:05:20.000,178.0,115284.0,115284.0,,,,2.0,,,,,,,,,,,,,,,,,
146,sphinx-autobuild,executablebooks/sphinx-autobuild,documentation,Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a livereload enabled..,,https://github.com/executablebooks/sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,MIT,2013-12-25 17:09:56.000,2023-02-09 10:55:49.000,2023-02-09 08:53:43,295.0,,58.0,19.0,59.0,16.0,53.0,460.0,2022-04-20 19:59:44.000,2021.03.14,4.0,24.0,26,True,,sphinx-autobuild,conda-forge/sphinx-autobuild,['sphinx'],17793.0,17793.0,https://pypi.org/project/sphinx-autobuild,,,397444.0,399849.0,https://anaconda.org/conda-forge/sphinx-autobuild,2021-03-14 17:15:24.297,175609.0,2.0,,,,,,,,,,,,,,,,,
147,flake8-comprehensions,adamchainz/flake8-comprehensions,linters,A flake8 plugin to help you write better list/set/dict comprehensions.,,https://github.com/adamchainz/flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,MIT,2016-04-05 12:15:56.000,2023-05-08 21:55:11.000,2023-05-06 17:29:18,525.0,27.0,20.0,7.0,451.0,3.0,51.0,429.0,2023-04-13 09:29:03.639,3.12.0,37.0,15.0,26,True,,flake8-comprehensions,conda-forge/flake8-comprehensions,['flake8'],694.0,,https://pypi.org/project/flake8-comprehensions,2022-10-29 23:12:51.523,694.0,935194.0,944286.0,https://anaconda.org/conda-forge/flake8-comprehensions,2023-04-13 19:34:20.810,709194.0,3.0,,,,,,,,,,,,,,,,,
148,mkdocs-awesome-pages-plugin,lukasgeiter/mkdocs-awesome-pages-plugin,documentation,An MkDocs plugin that simplifies configuring page titles and their order.,,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,MIT,2018-02-06 21:09:24.000,2023-05-08 18:43:02.000,2023-05-08 18:35:17,91.0,19.0,31.0,7.0,16.0,11.0,47.0,323.0,2023-05-08 18:47:19.000,2.9.1,23.0,6.0,26,True,,mkdocs-awesome-pages-plugin,,['mkdocs'],2652.0,2544.0,https://pypi.org/project/mkdocs-awesome-pages-plugin,2022-07-24 17:45:31.955,108.0,104410.0,104410.0,,,,2.0,,,,,,,,,,,,,,,,,
149,flake8-eradicate,wemake-services/flake8-eradicate,linters,Flake8 plugin to find commented out or dead code.,,https://github.com/wemake-services/flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,MIT,2018-09-21 06:58:51.000,2023-05-02 21:10:36.000,2022-12-27 20:44:55,370.0,,13.0,5.0,255.0,16.0,30.0,301.0,2022-09-20 20:07:10.434,1.4.0,15.0,16.0,26,True,,flake8-eradicate,conda-forge/flake8-eradicate,['flake8'],16261.0,16146.0,https://pypi.org/project/flake8-eradicate,2022-09-20 20:07:10.434,115.0,520012.0,520346.0,https://anaconda.org/conda-forge/flake8-eradicate,2022-09-26 17:26:04.280,8372.0,3.0,,,,,,,,,,,,,,,,,
150,py2app,ronaldoussoren/py2app,packaging,py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins..,,https://github.com/ronaldoussoren/py2app,https://github.com/ronaldoussoren/py2app,,2020-01-14 11:27:41.000,2023-05-08 17:24:10.000,2023-04-16 08:34:06,854.0,7.0,25.0,11.0,24.0,161.0,303.0,245.0,2022-12-28 12:12:07.000,0.28.5,7.0,31.0,26,False,,py2app,,,4409.0,4409.0,https://pypi.org/project/py2app,,,17769.0,17769.0,,,,3.0,,,,,,,,,,,,,,,,,
151,releases,bitprophet/releases,documentation,A powerful Sphinx changelog-generating extension.,,https://github.com/bitprophet/releases,https://github.com/bitprophet/releases,BSD-2-Clause,2013-09-16 03:56:37.000,2023-04-28 19:12:20.000,2023-04-28 19:12:18,591.0,21.0,40.0,5.0,27.0,28.0,46.0,170.0,2023-04-28 19:14:01.551,2.1.1,37.0,10.0,26,True,,releases,conda-forge/sphinx-releases,['sphinx'],933.0,562.0,https://pypi.org/project/releases,2023-01-02 18:25:53.338,371.0,13045.0,13851.0,https://anaconda.org/conda-forge/sphinx-releases,2021-10-19 17:29:57.242,48378.0,2.0,,,,,,,,,,,,,,,,,
152,flake8-quotes,zheller/flake8-quotes,linters,Flake8 extension for checking quotes in python.,,https://github.com/zheller/flake8-quotes,https://github.com/zheller/flake8-quotes,MIT,2014-03-10 00:05:08.000,2022-12-20 11:05:53.269,2022-12-19 16:44:44,108.0,,31.0,4.0,65.0,5.0,43.0,166.0,,,15.0,32.0,26,True,,flake8-quotes,conda-forge/flake8-quotes,['flake8'],18213.0,18213.0,https://pypi.org/project/flake8-quotes,,,782205.0,790668.0,https://anaconda.org/conda-forge/flake8-quotes,2022-12-20 11:05:53.269,677113.0,3.0,,,,,,,,,,,,,,,,,
153,Griffe,mkdocstrings/griffe,documentation,"Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API..",,https://github.com/mkdocstrings/griffe,https://github.com/mkdocstrings/griffe,ISC,2021-09-09 21:49:44.000,2023-05-10 21:36:19.713,2023-05-10 17:03:52,581.0,69.0,26.0,4.0,31.0,28.0,95.0,162.0,,,29.0,17.0,26,True,,griffe,conda-forge/griffe,,1961.0,1961.0,https://pypi.org/project/griffe,,,393542.0,401868.0,https://anaconda.org/conda-forge/griffe,2023-05-10 21:36:19.713,116568.0,2.0,,,,,,,,,,,,,,,,,
154,asteval,newville/asteval,ast,minimalistic evaluator of python expression using ast module.,,https://github.com/newville/asteval,https://github.com/newville/asteval,MIT,2012-03-31 22:10:33.000,2023-05-07 11:32:06.000,2023-05-07 11:32:06,501.0,31.0,36.0,11.0,56.0,5.0,58.0,150.0,2023-02-11 21:55:09.000,0.9.29,29.0,24.0,26,True,,asteval,conda-forge/asteval,,173.0,,https://pypi.org/project/asteval,2022-11-07 21:57:22.231,173.0,194141.0,197660.0,https://anaconda.org/conda-forge/asteval,2023-02-24 20:47:30.194,278054.0,3.0,,,,,,,,,,,,,,,,,
155,flake8-isort,gforcada/flake8-isort,linters,flake8 plugin that integrates isort.,,https://github.com/gforcada/flake8-isort,https://github.com/gforcada/flake8-isort,GPL-2.0,2015-09-12 19:25:34.000,2022-12-23 09:25:56.098,2022-12-22 22:55:55,353.0,,91.0,7.0,80.0,7.0,48.0,149.0,,,12.0,37.0,26,True,,flake8-isort,conda-forge/flake8-isort,['flake8'],22005.0,22005.0,https://pypi.org/project/flake8-isort,,,1045841.0,1046705.0,https://anaconda.org/conda-forge/flake8-isort,2022-12-23 09:25:56.098,37154.0,3.0,,,,,,,,,,,,,,,,,
156,icecream,gruns/icecream,debugging,Never use print() to debug again.,,https://github.com/gruns/icecream,https://github.com/gruns/icecream,MIT,2018-02-13 18:56:12.000,2023-02-28 01:38:58.000,2022-12-04 22:09:17,262.0,,138.0,51.0,41.0,38.0,70.0,6757.0,2022-07-21 09:20:01.329,2.1.3,17.0,21.0,25,True,,icecream,conda-forge/icecream,,125.0,,https://pypi.org/project/icecream,2022-07-21 09:20:01.329,125.0,264862.0,265472.0,https://anaconda.org/conda-forge/icecream,2022-07-21 16:51:26.595,15261.0,3.0,,,,,,,,,,,,,,,,,
157,uiautomator,xiaocong/uiautomator,testing,Python wrapper of Android uiautomator test tool.,,https://github.com/xiaocong/uiautomator,https://github.com/xiaocong/uiautomator,MIT,2013-08-18 03:38:50.000,2023-02-28 00:25:02.000,2020-11-16 01:36:32,316.0,,612.0,155.0,35.0,166.0,119.0,1904.0,2017-02-20 12:00:41.000,0.2.7,1.0,13.0,25,False,,uiautomator,,,244.0,244.0,https://pypi.org/project/uiautomator,,,42128.0,42128.0,,,,3.0,,,,,,,,,,,,,,,,,
158,dephell,dephell/dephell,dependency-managers,"Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build..",,https://github.com/dephell/dephell,https://github.com/dephell/dephell,MIT,2018-08-31 17:39:18.000,2021-01-11 21:31:40.000,2021-01-11 21:31:39,2145.0,,113.0,25.0,221.0,100.0,161.0,1755.0,2020-04-28 06:31:17.000,.0.8.3,11.0,37.0,25,False,,dephell,,,815.0,815.0,https://pypi.org/project/dephell,,,3160.0,3164.0,,,,3.0,,214.0,,,,,,,,,,,,,,,
159,pympler,pympler/pympler,profiling,"Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application.",,https://github.com/pympler/pympler,https://github.com/pympler/pympler,Apache-2.0,2012-10-04 23:35:16.000,2022-12-07 18:15:43.000,2022-07-24 14:45:54,478.0,,84.0,10.0,59.0,57.0,53.0,1044.0,2021-12-22 16:55:15.000,1.0.1,17.0,29.0,25,True,,pympler,conda-forge/pympler,,330.0,,https://pypi.org/project/pympler,2021-12-22 16:55:15.000,330.0,1786414.0,1790570.0,https://anaconda.org/conda-forge/pympler,2022-07-24 00:00:16.620,307572.0,3.0,5.0,,,,,,,,,,,,,,,,
160,pdoc3,pdoc3/pdoc,documentation,Auto-generate API documentation for Python projects.,,https://github.com/pdoc3/pdoc,https://github.com/pdoc3/pdoc,AGPL-3.0,2019-01-02 02:32:40.000,2022-12-21 03:55:00.000,2022-12-21 03:55:00,575.0,,135.0,8.0,114.0,105.0,201.0,965.0,2019-01-24 16:15:02.000,0.3.11,5.0,58.0,25,True,,pdoc3,anaconda/pdoc3,,3212.0,3212.0,https://pypi.org/project/pdoc3,,,232721.0,232749.0,https://anaconda.org/anaconda/pdoc3,2020-11-30 22:53:50.187,1192.0,3.0,,,,,,,,,,,,,,,,,
161,pytest-watch,joeyespo/pytest-watch,testing,Local continuous test runner with pytest and watchdog.,,https://github.com/joeyespo/pytest-watch,https://github.com/joeyespo/pytest-watch,MIT,2015-01-12 02:08:20.000,2022-11-03 15:48:18.639,2019-06-15 20:36:43,183.0,,55.0,11.0,49.0,48.0,42.0,690.0,2018-05-20 19:52:16.000,4.2.0,17.0,16.0,25,False,,pytest-watch,conda-forge/pytest-watch,['pytest'],8588.0,7913.0,https://pypi.org/project/pytest-watch,2018-05-20 19:52:16.000,675.0,383048.0,384381.0,https://anaconda.org/conda-forge/pytest-watch,2022-11-03 15:48:18.639,85321.0,3.0,,,,,,,,,,,,,,,,,
162,mypy-protobuf,dropbox/mypy-protobuf,linters,open source tools to generate mypy stubs from protobufs.,,https://github.com/nipunn1313/mypy-protobuf,https://github.com/nipunn1313/mypy-protobuf,Apache-2.0,2017-12-11 21:55:05.000,2023-05-11 09:00:05.000,2023-03-13 20:38:27,472.0,9.0,70.0,19.0,415.0,10.0,106.0,563.0,2022-10-20 06:20:02.477,3.4.0,40.0,36.0,25,True,nipunn1313/mypy-protobuf,mypy-protobuf,conda-forge/mypy-protobuf,,85.0,,https://pypi.org/project/mypy-protobuf,2022-10-20 06:20:02.477,85.0,1097248.0,1100359.0,https://anaconda.org/conda-forge/mypy-protobuf,2022-08-24 19:50:22.562,93344.0,3.0,,,,,,,,,,,,,,,,,
163,check-manifest,mgedmin/check-manifest,linters,Tool to check the completeness of MANIFEST.in for Python packages.,,https://github.com/mgedmin/check-manifest,https://github.com/mgedmin/check-manifest,MIT,2013-03-05 15:27:20.000,2023-05-02 14:07:31.000,2023-05-02 14:06:24,564.0,1.0,37.0,6.0,69.0,18.0,76.0,279.0,,,11.0,22.0,25,True,,check-manifest,conda-forge/check-manifest,,9129.0,9129.0,https://pypi.org/project/check-manifest,,,209481.0,211121.0,https://anaconda.org/conda-forge/check-manifest,2022-12-05 13:13:18.863,86924.0,3.0,,,,,,,,,,,,,,,,,
164,data-science-types,predictive-analytics-lab/data-science-types,linters,"Mypy stubs, i.e., type information, for numpy, pandas and matplotlib.",,https://github.com/wearepal/data-science-types,https://github.com/wearepal/data-science-types,Apache-2.0,2019-09-20 11:45:49.000,2021-02-16 21:31:02.632,2021-02-16 17:29:00,446.0,,53.0,9.0,171.0,33.0,23.0,194.0,2021-02-16 16:47:31.000,0.2.23,26.0,44.0,25,False,wearepal/data-science-types,data-science-types,conda-forge/data-science-types,,971.0,971.0,https://pypi.org/project/data-science-types,,,110077.0,110351.0,https://anaconda.org/conda-forge/data-science-types,2021-02-16 21:31:02.632,7969.0,3.0,,,,,,,,,,,,,,,,,
165,eradicate,myint/eradicate,refactoring,Removes commented-out code from Python files.,,https://github.com/wemake-services/eradicate,https://github.com/wemake-services/eradicate,,2012-12-23 04:39:48.000,2023-03-03 08:37:32.000,2023-03-02 07:12:43,177.0,3.0,23.0,4.0,22.0,6.0,16.0,177.0,2023-03-01 08:38:22.000,2.2.0,3.0,13.0,25,False,wemake-services/eradicate,eradicate,conda-forge/eradicate,,13352.0,13352.0,https://pypi.org/project/eradicate,,,578512.0,578751.0,https://anaconda.org/conda-forge/eradicate,2022-04-13 14:13:20.049,5980.0,2.0,,,,,,,,,,,,,,,,,
166,PySnooper,cool-RR/PySnooper,debugging,Never use print for debugging again.,,https://github.com/cool-RR/PySnooper,https://github.com/cool-RR/PySnooper,MIT,2019-04-18 13:55:43.000,2023-04-16 03:54:42.000,2023-04-12 09:10:26,308.0,1.0,928.0,234.0,114.0,21.0,100.0,15844.0,,,23.0,27.0,24,True,,pysnooper,conda-forge/pysnooper,,,,https://pypi.org/project/pysnooper,,,291068.0,292374.0,https://anaconda.org/conda-forge/pysnooper,2022-04-04 02:05:04.609,62701.0,3.0,,,,,,,,,,,,,,,,,
167,pyupgrade,asottile/pyupgrade,refactoring,A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language.,,https://github.com/asottile/pyupgrade,https://github.com/asottile/pyupgrade,MIT,2017-02-28 17:50:31.000,2023-05-09 12:40:26.000,2023-05-09 12:40:25,1036.0,20.0,145.0,38.0,454.0,13.0,356.0,2637.0,,,112.0,34.0,24,True,,pyupgrade,conda-forge/pyupgrade,,,,https://pypi.org/project/pyupgrade,,,382040.0,392283.0,https://anaconda.org/conda-forge/pyupgrade,2023-05-06 23:44:39.754,532663.0,2.0,,,,,,,,,,,,,,,,,
168,beartype,beartype/beartype,linters,Unbearably fast near-real-time runtime type-checking in pure Python.,,https://github.com/beartype/beartype,https://github.com/beartype/beartype,MIT,2020-04-03 06:06:22.000,2023-05-11 08:17:25.000,2023-05-11 07:44:58,926.0,81.0,34.0,12.0,39.0,45.0,138.0,1798.0,2023-05-02 04:55:53.000,0.14.0,25.0,16.0,24,True,,beartype,conda-forge/beartype,,,,https://pypi.org/project/beartype,,,211904.0,213198.0,https://anaconda.org/conda-forge/beartype,2023-05-02 07:37:54.210,45290.0,3.0,,,,,,,,,,,,,,,,,
169,pybuilder,pybuilder/pybuilder,build-tools,Software build automation tool for Python.,,https://github.com/pybuilder/pybuilder,https://github.com/pybuilder/pybuilder,Apache-2.0,2012-07-23 11:38:06.000,2023-02-25 17:42:34.000,2023-02-25 17:42:34,1421.0,6.0,238.0,94.0,381.0,83.0,419.0,1527.0,2022-11-04 02:55:01.000,0.13.8,9.0,39.0,24,True,,pybuilder,conda-forge/pybuilder,,,,https://pypi.org/project/pybuilder,,,20273.0,21100.0,https://anaconda.org/conda-forge/pybuilder,2023-02-22 05:27:45.894,42205.0,3.0,,,,,,,,,,,,,,,,,
170,Mamba Test Runner,nestorsalceda/mamba,testing,The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD).,,https://github.com/nestorsalceda/mamba,https://github.com/nestorsalceda/mamba,MIT,2013-03-12 18:53:42.000,2022-12-08 10:54:50.000,2020-11-16 12:31:58,468.0,,63.0,22.0,85.0,28.0,52.0,503.0,2020-11-16 12:36:24.000,0.11.2,7.0,23.0,24,False,,mamba,,,761.0,761.0,https://pypi.org/project/mamba,,,12725.0,12725.0,,,,3.0,,,,,,,,,,,,,,,,,
171,xxh,xxh/xxh,shell,Bring your favorite shell wherever you go through the ssh.,,https://github.com/xxh/xxh,https://github.com/xxh/xxh,BSD-2-Clause,2019-11-03 12:04:13.000,2023-04-27 07:35:08.000,2023-04-27 07:35:07,756.0,3.0,88.0,42.0,50.0,19.0,58.0,4380.0,2022-09-29 10:18:30.000,0.8.12,89.0,23.0,23,True,,xxh-xxh,,,74.0,74.0,https://pypi.org/project/xxh-xxh,,,253.0,290.0,,,,3.0,,1458.0,,,,,,,,,,,,,,,
172,stackprinter,cknd/stackprinter,logging,Debugging-friendly exceptions for Python.,,https://github.com/cknd/stackprinter,https://github.com/cknd/stackprinter,MIT,2018-09-05 10:58:47.000,2023-02-20 18:24:13.000,2023-02-20 18:24:13,204.0,2.0,35.0,8.0,34.0,6.0,21.0,1234.0,2022-11-24 20:29:05.000,0.2.10,7.0,7.0,23,True,,stackprinter,conda-forge/stackprinter,,256.0,256.0,https://pypi.org/project/stackprinter,,,419673.0,419783.0,https://anaconda.org/conda-forge/stackprinter,2020-10-31 17:18:37.537,5192.0,3.0,,,,,,,,,,,,,,,,,
173,portray,timothycrosley/portray,documentation,Your Project with Great Documentation.,,https://github.com/timothycrosley/portray,https://github.com/timothycrosley/portray,MIT,2019-08-21 05:14:04.000,2023-01-03 00:40:56.000,2023-01-03 00:40:56,266.0,,71.0,18.0,42.0,32.0,31.0,838.0,2022-12-19 09:01:00.611,1.8.0,29.0,20.0,23,True,,portray,,,813.0,792.0,https://pypi.org/project/portray,2022-12-19 09:01:00.611,21.0,16907.0,16907.0,,,,3.0,,,,,,,,,,,,,,,,,
174,python-hunter,ionelmc/python-hunter,debugging,Hunter is a flexible code tracing toolkit.,,https://github.com/ionelmc/python-hunter,https://github.com/ionelmc/python-hunter,BSD-2-Clause,2015-03-16 18:03:16.000,2023-04-26 13:55:11.805,2023-04-26 09:11:54,1074.0,19.0,42.0,15.0,21.0,39.0,54.0,724.0,2022-09-11 00:45:22.000,3.3.5,51.0,9.0,23,True,,hunter,conda-forge/hunter,,134.0,134.0,https://pypi.org/project/hunter,,,12504.0,14169.0,https://anaconda.org/conda-forge/hunter,2023-04-26 13:55:11.805,36639.0,3.0,,,,,,,,,,,,,,,,,
175,redbaron,pycqa/redbaron,refactoring,Bottom-up approach to refactoring in python.,,https://github.com/PyCQA/redbaron,https://github.com/PyCQA/redbaron,,2014-03-23 05:34:39.000,2022-01-29 21:54:37.000,2021-12-09 03:12:36,1672.0,,71.0,26.0,106.0,66.0,47.0,662.0,2019-03-17 19:03:54.000,0.9.2,6.0,34.0,23,False,,redbaron,,,538.0,538.0,https://pypi.org/project/redbaron,,,31960.0,31960.0,,,,2.0,,,,,,,,,,,,,,,,,
176,Fixit,Instagram/Fixit,linters,Advanced Python linting framework with auto-fixes and hierarchical configuration that makes it easy to write custom..,,https://github.com/Instagram/Fixit,https://github.com/Instagram/Fixit,MIT,2020-02-20 19:09:01.000,2023-05-01 10:59:27.000,2023-04-26 22:45:49,259.0,40.0,48.0,20.0,242.0,41.0,41.0,398.0,2021-07-31 16:17:24.000,0.1.4,7.0,35.0,23,True,,fixit,,,41.0,39.0,https://pypi.org/project/fixit,2021-07-30 20:35:02.000,2.0,14126.0,14126.0,,,,3.0,,,,,,,,,,,,,,,,,
177,pytest-lazy-fixture,tvorog/pytest-lazy-fixture,testing,It helps to use fixtures in pytest.mark.parametrize.,,https://github.com/TvoroG/pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,MIT,2016-09-29 23:52:48.000,2022-01-27 10:32:34.000,2022-01-27 10:32:34,98.0,,19.0,8.0,21.0,17.0,21.0,325.0,2020-02-01 18:04:00.000,0.6.3,12.0,9.0,23,False,,pytest-lazy-fixture,conda-forge/pytest-lazy-fixture,['pytest'],1857.0,1717.0,https://pypi.org/project/pytest-lazy-fixture,2020-02-01 18:04:00.000,140.0,440392.0,446642.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2020-02-01 18:49:47.818,456317.0,3.0,,,,,,,,,,,,,,,,,
178,pytest-datadir,gabrielcnr/pytest-datadir,testing,pytest plugin for manipulating test data directories and files.,,https://github.com/gabrielcnr/pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,MIT,2015-07-02 21:41:44.000,2023-05-09 11:19:18.000,2023-05-09 11:19:18,116.0,5.0,22.0,6.0,41.0,9.0,12.0,201.0,2022-10-25 11:19:00.465,1.4.1,10.0,10.0,23,True,,pytest-datadir,conda-forge/pytest-datadir,['pytest'],1511.0,1394.0,https://pypi.org/project/pytest-datadir,2022-10-25 11:19:00.465,117.0,160166.0,162517.0,https://anaconda.org/conda-forge/pytest-datadir,2022-10-25 16:50:34.913,185754.0,3.0,,,,,,,,,,,,,,,,,
179,flake8-black,peterjc/flake8-black,linters,flake8 plugin to run black for checking Python coding style.,,https://github.com/peterjc/flake8-black,https://github.com/peterjc/flake8-black,MIT,2019-01-10 14:40:26.000,2023-04-03 20:28:50.813,2023-04-03 19:55:36,164.0,1.0,12.0,2.0,49.0,6.0,23.0,157.0,,,12.0,10.0,23,True,,flake8-black,conda-forge/flake8-black,['flake8'],6713.0,6713.0,https://pypi.org/project/flake8-black,,,760742.0,769975.0,https://anaconda.org/conda-forge/flake8-black,2023-04-03 20:28:50.813,433997.0,3.0,,,,,,,,,,,,,,,,,
180,pandas-vet,deppen8/pandas-vet,linters,A plugin for Flake8 that checks pandas code.,,https://github.com/deppen8/pandas-vet,https://github.com/deppen8/pandas-vet,MIT,2019-02-25 05:19:51.000,2023-05-02 20:44:59.000,2022-02-09 02:49:51,186.0,,17.0,6.0,71.0,17.0,30.0,154.0,2022-02-09 03:17:52.000,0.2.3,4.0,12.0,23,False,,pandas-vet,conda-forge/pandas-vet,['flake8'],356.0,356.0,https://pypi.org/project/pandas-vet,,,64584.0,64890.0,https://anaconda.org/conda-forge/pandas-vet,2022-02-10 13:58:38.706,14953.0,3.0,,51.0,,,,,,,,,,,,,,,
181,flake8-builtins,gforcada/flake8-builtins,linters,Check for python builtins being used as variables or parameters.,,https://github.com/gforcada/flake8-builtins,https://github.com/gforcada/flake8-builtins,GPL-2.0,2016-03-02 00:26:51.000,2022-12-23 19:26:57.671,2022-12-22 23:43:03,285.0,,21.0,3.0,57.0,1.0,42.0,103.0,,,19.0,17.0,23,True,,flake8-builtins,conda-forge/flake8-builtins,['flake8'],8927.0,8927.0,https://pypi.org/project/flake8-builtins,,,614132.0,616698.0,https://anaconda.org/conda-forge/flake8-builtins,2022-12-23 19:26:57.671,200214.0,3.0,,,,,,,,,,,,,,,,,
182,pytkdocs,mkdocstrings/pytkdocs,documentation,Load Python objects documentation.,,https://github.com/mkdocstrings/pytkdocs,https://github.com/mkdocstrings/pytkdocs,ISC,2020-02-04 21:18:34.000,2022-03-30 17:22:48.000,2022-03-07 18:48:36,240.0,,34.0,2.0,45.0,18.0,80.0,48.0,2022-03-07 18:48:43.000,0.16.1,26.0,23.0,23,False,,pytkdocs,conda-forge/pytkdocs,,1244.0,1222.0,https://pypi.org/project/pytkdocs,2022-03-07 18:48:43.000,22.0,102184.0,104820.0,https://anaconda.org/conda-forge/pytkdocs,2022-03-08 15:08:30.099,81742.0,3.0,,,,,,,,,,,,,,,,,
183,better-exceptions,Qix-/better-exceptions,logging,"Pretty and useful exceptions in Python, automatically.",,https://github.com/Qix-/better-exceptions,https://github.com/Qix-/better-exceptions,MIT,2017-03-12 11:23:04.000,2023-03-23 11:09:43.000,2023-01-05 00:12:47,102.0,,194.0,71.0,56.0,25.0,46.0,4361.0,2018-01-16 16:25:41.000,0.2.1,2.0,17.0,22,True,,better-exceptions,,,,,https://pypi.org/project/better-exceptions,,,134556.0,134556.0,,,,3.0,,,,,,,,,,,,,,,,,
184,vprof,nvdv/vprof,profiling,Visual profiler for Python.,,https://github.com/nvdv/vprof,https://github.com/nvdv/vprof,BSD-2-Clause,2015-06-29 03:59:39.000,2022-07-15 07:43:03.000,2022-07-15 07:43:03,620.0,,154.0,72.0,32.0,26.0,57.0,3908.0,,,19.0,17.0,22,True,,vprof,,,109.0,109.0,https://pypi.org/project/vprof,,,3071.0,3071.0,,,,3.0,,,,,,,,,,,,,,,,,
185,pyrasite,lmacken/pyrasite,debugging,Inject code into running Python processes.,,https://github.com/lmacken/pyrasite,https://github.com/lmacken/pyrasite,GPL-3.0,2011-09-10 06:01:20.000,2023-03-03 17:07:08.000,2023-03-03 17:07:08,349.0,3.0,197.0,59.0,44.0,40.0,16.0,2678.0,,,,23.0,22,True,,pyrasite,,,48.0,48.0,https://pypi.org/project/pyrasite,,,24321.0,24321.0,,,,3.0,,,,,,,,,,,,,,,,,
186,PrettyErrors,onelivesleft/PrettyErrors,logging,Prettify Python exception output to make it legible.,,https://github.com/onelivesleft/PrettyErrors,https://github.com/onelivesleft/PrettyErrors,MIT,2018-11-15 16:02:27.000,2021-11-27 17:41:04.999,2021-11-24 14:32:14,130.0,,79.0,29.0,10.0,5.0,38.0,2638.0,2021-11-24 14:32:07.000,1.2.25,48.0,5.0,22,False,,pretty_errors,conda-forge/pretty_errors,,53.0,,https://pypi.org/project/pretty_errors,2021-11-24 14:32:07.000,53.0,27220.0,27585.0,https://anaconda.org/conda-forge/pretty_errors,2021-11-27 17:41:04.999,10977.0,3.0,,,,,,,,,,,,,,,,,
187,pyt,python-security/pyt,security,A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications.,,https://github.com/python-security/pyt,https://github.com/python-security/pyt,GPL-2.0,2016-10-26 15:34:48.000,2020-12-25 03:47:37.000,2020-03-08 21:43:06,1576.0,,232.0,70.0,116.0,21.0,78.0,2132.0,2018-11-01 16:02:57.000,0.42,1.0,22.0,22,False,,python-taint,,,85.0,85.0,https://pypi.org/project/python-taint,,,6882.0,6883.0,,,,3.0,,103.0,,,,,,,,,,,,,,,
188,sixpack,sixpack/sixpack,testing,Sixpack is a language-agnostic a/b-testing framework.,,https://github.com/sixpack/sixpack,https://github.com/sixpack/sixpack,BSD-2-Clause,2012-11-15 00:01:06.000,2022-08-21 18:43:32.000,2020-08-26 00:32:16,828.0,,185.0,72.0,170.0,68.0,126.0,1748.0,2017-07-24 08:26:03.000,2.5.0,13.0,56.0,22,False,,sixpack,,,10.0,10.0,https://pypi.org/project/sixpack,,,385.0,385.0,,,,3.0,,,,,,,,,,,,,,,,,
189,pyflow,David-OConnor/pyflow,dependency-managers,An installation and dependency system for Python.,,https://github.com/David-OConnor/pyflow,https://github.com/David-OConnor/pyflow,MIT,2019-07-15 09:40:29.000,2023-03-07 21:30:59.000,2022-03-11 18:31:51,368.0,,45.0,22.0,55.0,62.0,72.0,1268.0,2021-07-02 13:10:00.000,0.3.1,26.0,28.0,22,False,,pyflow,,,42.0,42.0,https://pypi.org/project/pyflow,,,213.0,334.0,,,,3.0,,5471.0,,,,,,,,,,,,,,,
190,snoop,alexmojaki/snoop,debugging,"A powerful set of Python debugging tools, based on PySnooper.",,https://github.com/alexmojaki/snoop,https://github.com/alexmojaki/snoop,MIT,2019-05-13 18:45:35.000,2022-12-22 20:22:27.544,2022-12-22 13:48:56,431.0,,32.0,19.0,16.0,22.0,26.0,920.0,2022-12-22 13:51:11.775,0.4.3,14.0,22.0,22,True,,snoop,conda-forge/snoop,,22.0,,https://pypi.org/project/snoop,2022-12-22 13:51:11.775,22.0,48549.0,48722.0,https://anaconda.org/conda-forge/snoop,2022-12-22 20:22:27.544,3292.0,3.0,,,,,,,,,,,,,,,,,
191,pycco,pycco-docs/pycco,documentation,Literate-style documentation generator.,,https://github.com/pycco-docs/pycco,https://github.com/pycco-docs/pycco,MIT,2010-06-29 07:02:31.000,2022-01-21 18:17:35.000,2019-12-20 19:59:49,222.0,,137.0,16.0,65.0,29.0,28.0,822.0,2018-07-25 01:35:11.000,0.6.0,4.0,36.0,22,False,,pycco,,,296.0,296.0,https://pypi.org/project/pycco,,,1585.0,1585.0,,,,3.0,,,,,,,,,,,,,,,,,
192,green,CleanCut/green,testing,"Green is a clean, colorful, fast python test runner.",,https://github.com/CleanCut/green,https://github.com/CleanCut/green,MIT,2014-04-01 20:08:18.000,2023-05-10 18:42:14.000,2023-05-08 16:46:37,1087.0,14.0,74.0,25.0,77.0,5.0,173.0,762.0,,,8.0,39.0,22,True,,green,conda-forge/green,,,,https://pypi.org/project/green,,,13333.0,15109.0,https://anaconda.org/conda-forge/green,2022-10-30 14:19:59.665,120782.0,3.0,,,,,,,,,,,,,,,,,
193,autoflake,myint/autoflake,refactoring,Removes unused imports and unused variables as reported by pyflakes.,,https://github.com/PyCQA/autoflake,https://github.com/PyCQA/autoflake,MIT,2012-12-27 03:40:17.000,2023-05-09 12:31:10.000,2023-05-09 12:31:08,587.0,27.0,71.0,14.0,153.0,34.0,69.0,761.0,,,14.0,37.0,22,True,PyCQA/autoflake,autoflake,conda-forge/autoflake,,,,https://pypi.org/project/autoflake,,,1420155.0,1429771.0,https://anaconda.org/conda-forge/autoflake,2022-10-14 07:46:06.339,471209.0,2.0,-6.0,,,,,,,,,,,,,,,,
194,python-devtools,samuelcolvin/python-devtools,logging,Dev tools for python.,,https://github.com/samuelcolvin/python-devtools,https://github.com/samuelcolvin/python-devtools,MIT,2017-08-20 15:30:06.000,2023-04-27 17:06:00.000,2023-04-27 17:06:00,122.0,8.0,32.0,11.0,79.0,11.0,38.0,735.0,2023-04-05 18:22:56.000,0.11.0,15.0,12.0,22,True,,python-devtools,conda-forge/python-devtools,,1446.0,1446.0,https://pypi.org/project/python-devtools,,,268.0,814.0,https://anaconda.org/conda-forge/python-devtools,2023-04-06 21:42:28.182,13669.0,3.0,,,,,,,,,,,,,,,,,
195,buildout,buildout/buildout,build-tools,Buildout is a deployment automation tool written in and extended with Python.,,https://github.com/buildout/buildout,https://github.com/buildout/buildout,,2012-03-25 21:47:18.000,2023-03-15 15:29:58.000,2022-11-08 15:07:52,1711.0,,164.0,55.0,274.0,125.0,229.0,560.0,,,5.0,92.0,22,False,,zc.buildout,conda-forge/zc.buildout,,,,https://pypi.org/project/zc.buildout,,,77826.0,79050.0,https://anaconda.org/conda-forge/zc.buildout,2022-03-31 09:12:41.632,24499.0,3.0,-7.0,,,,,,,,,,,,,,,,
196,constructor,conda/constructor,packaging,tool for creating installers from conda packages.,,https://github.com/conda/constructor,https://github.com/conda/constructor,,2016-02-12 06:52:50.000,2023-05-11 13:24:59.000,2023-05-11 13:24:55,1091.0,12.0,154.0,32.0,359.0,33.0,278.0,406.0,2023-02-09 08:48:42.000,3.4.3,41.0,66.0,22,False,,,constructor,,14.0,14.0,,,,,78.0,https://anaconda.org/anaconda/constructor,2023-04-22 13:13:51.136,6375.0,3.0,,228.0,,,,,,,,,,,,,,,
197,baron,PyCQA/baron,refactoring,"IDE allow you to refactor code, Baron allows you to write refactoring code.",,https://github.com/PyCQA/baron,https://github.com/PyCQA/baron,LGPL-3.0,2013-03-21 12:19:00.000,2021-12-09 03:34:37.000,2021-12-09 03:33:22,1505.0,,50.0,13.0,100.0,44.0,30.0,280.0,2019-02-25 23:55:38.000,0.8,12.0,33.0,22,False,,baron,,,278.0,278.0,https://pypi.org/project/baron,,,32063.0,32063.0,,,,2.0,,,,,,,,,,,,,,,,,
198,mkdocs-with-pdf,orzih/mkdocs-with-pdf,documentation,Generate a single PDF file from MkDocs repository.,,https://github.com/orzih/mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,MIT,2020-02-23 16:34:46.000,2023-01-07 04:42:28.000,2021-10-14 20:29:54,188.0,,60.0,10.0,49.0,51.0,43.0,234.0,2021-07-03 02:09:02.000,0.9.3,27.0,6.0,22,False,,mkdocs-with-pdf,,['mkdocs'],324.0,324.0,https://pypi.org/project/mkdocs-with-pdf,,,23776.0,23776.0,,,,3.0,,,,,,,,,,,,,,,,,
199,xenon,rubik/xenon,code-metrics,Monitoring tool based on radon.,,https://github.com/rubik/xenon,https://github.com/rubik/xenon,MIT,2014-02-14 14:19:20.000,2022-11-18 07:39:35.000,2022-02-24 16:06:18,113.0,,19.0,5.0,15.0,9.0,27.0,219.0,2022-02-24 08:21:17.000,0.9.0,21.0,9.0,22,False,,xenon,conda-forge/xenon,,1121.0,1039.0,https://pypi.org/project/xenon,2022-02-24 08:21:17.000,82.0,128561.0,128857.0,https://anaconda.org/conda-forge/xenon,2019-10-12 20:39:43.883,19846.0,3.0,,,,,,,,,,,,,,,,,
200,xdoctest,Erotemic/xdoctest,testing,A rewrite of Pythons builtin doctest module (with pytest plugin integration) with AST instead of REGEX.,,https://github.com/Erotemic/xdoctest,https://github.com/Erotemic/xdoctest,Apache-2.0,2017-09-24 01:59:02.000,2023-04-19 05:31:49.000,2023-04-19 05:31:49,827.0,1.0,9.0,5.0,101.0,19.0,25.0,185.0,2023-01-30 01:24:01.118,1.1.1,67.0,9.0,22,True,,xdoctest,conda-forge/xdoctest,,127.0,,https://pypi.org/project/xdoctest,2023-01-30 01:24:01.118,127.0,83503.0,86920.0,https://anaconda.org/conda-forge/xdoctest,2023-01-30 06:16:04.314,133290.0,3.0,,,,,,,,,,,,,,,,,conda-forge/xdoctest
201,pyenv-virtualenv,pyenv/pyenv-virtualenv,virtual-envs,a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv).,,https://github.com/pyenv/pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,MIT,2013-02-18 12:59:17.000,2023-04-16 21:01:19.000,2023-04-16 21:01:19,502.0,3.0,358.0,75.0,131.0,120.0,221.0,5496.0,2023-01-29 21:48:52.000,1.2.1,9.0,58.0,21,True,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,
202,Profiling,what-studio/profiling,profiling,Was an interactive continuous Python profiler.,,https://github.com/what-studio/profiling,https://github.com/what-studio/profiling,BSD-3-Clause,2014-09-03 10:35:57.000,2021-12-15 15:24:47.133,2020-08-24 01:31:58,433.0,,120.0,75.0,25.0,17.0,20.0,2991.0,2017-06-28 06:10:16.000,0.1.3,4.0,18.0,21,False,,profiling,,,65.0,59.0,https://pypi.org/project/profiling,2017-06-28 06:10:16.000,6.0,6396.0,6396.0,,,,3.0,,,,,,,,,,,,,,,,,
203,shiv,linkedin/shiv,packaging,"shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all..",,https://github.com/linkedin/shiv,https://github.com/linkedin/shiv,BSD-2-Clause,2018-03-13 18:46:23.000,2022-11-04 03:21:51.000,2022-11-04 03:21:51,205.0,,80.0,27.0,113.0,36.0,76.0,1592.0,2022-11-02 23:26:19.000,1.0.3,18.0,39.0,21,True,,shiv,,,,,https://pypi.org/project/shiv,,,23920.0,23929.0,,,,3.0,,454.0,,,,,,,,,,,,,,,
204,Bowler,facebookincubator/Bowler,refactoring,Safe code refactoring for modern Python.,,https://github.com/facebookincubator/Bowler,https://github.com/facebookincubator/Bowler,MIT,2018-06-07 21:44:17.000,2023-01-20 18:10:54.000,2023-01-20 18:08:14,186.0,,92.0,31.0,75.0,38.0,34.0,1468.0,,,5.0,27.0,21,True,,bowler,conda-forge/bowler,,,,https://pypi.org/project/bowler,,,94687.0,94980.0,https://anaconda.org/conda-forge/bowler,2019-06-12 18:37:14.246,15839.0,3.0,,,,,,,,,,,,,,,,,
205,pyannotate,dropbox/pyannotate,refactoring,Auto-generate PEP-484 annotations.,,https://github.com/dropbox/pyannotate,https://github.com/dropbox/pyannotate,Apache-2.0,2017-11-13 20:18:08.000,2022-07-03 08:24:17.000,2021-10-12 20:53:49,95.0,,61.0,28.0,63.0,34.0,33.0,1384.0,2019-09-16 15:37:03.000,1.2.0,9.0,17.0,21,False,,pyannotate,,,144.0,115.0,https://pypi.org/project/pyannotate,2019-09-16 15:37:03.000,29.0,3262.0,3262.0,,,,3.0,,,,,,,,,,,,,,,,,
206,py2exe,py2exe/py2exe,packaging,Create standalone Windows programs from Python code.,,https://github.com/py2exe/py2exe,https://github.com/py2exe/py2exe,,2019-03-11 13:16:35.000,2023-04-19 17:00:20.000,2023-01-27 11:02:15,1077.0,,79.0,19.0,33.0,13.0,130.0,583.0,2022-11-05 16:32:25.000,0.13.0.0,17.0,17.0,21,False,,py2exe,,,1740.0,1740.0,https://pypi.org/project/py2exe,,,14468.0,14726.0,,,,3.0,,12920.0,,,,,,,,,,,,,,,
207,pytest-randomly,pytest-dev/pytest-randomly,testing,Pytest plugin to randomly order tests and control random.seed.,,https://github.com/pytest-dev/pytest-randomly,https://github.com/pytest-dev/pytest-randomly,MIT,2016-04-08 15:48:10.000,2023-05-09 05:15:45.000,2023-05-06 17:29:22,554.0,20.0,24.0,5.0,489.0,5.0,51.0,503.0,,,5.0,19.0,21,True,,pytest-randomly,conda-forge/pytest-randomly,,,,https://pypi.org/project/pytest-randomly,,,725109.0,731712.0,https://anaconda.org/conda-forge/pytest-randomly,2022-05-12 01:12:32.731,125459.0,3.0,,,,,,,,,,,,,,,,,
208,python-manhole,ionelmc/python-manhole,debugging,Debugging manhole for python applications.,,https://github.com/ionelmc/python-manhole,https://github.com/ionelmc/python-manhole,BSD-2-Clause,2013-06-26 21:49:34.000,2022-12-17 09:19:57.000,2022-12-17 09:19:54,492.0,,21.0,10.0,44.0,7.0,15.0,338.0,2021-03-24 19:56:29.000,1.7.0,14.0,11.0,21,True,,manhole,conda-forge/manhole,,247.0,247.0,https://pypi.org/project/manhole,,,17936.0,18559.0,https://anaconda.org/conda-forge/manhole,2022-11-02 02:11:21.465,13727.0,3.0,,,,,,,,,,,,,,,,,
209,mkdocs-pdf-export-plugin,zhaoterryy/mkdocs-pdf-export-plugin,documentation,An MkDocs plugin to export content pages as PDF files.,,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,MIT,2018-02-20 15:06:51.000,2022-11-22 05:06:36.000,2021-10-05 01:31:10,72.0,,41.0,19.0,31.0,41.0,46.0,278.0,2021-10-05 01:33:27.000,0.5.10,24.0,11.0,21,False,,mkdocs-pdf-export-plugin,,['mkdocs'],394.0,388.0,https://pypi.org/project/mkdocs-pdf-export-plugin,2021-10-05 01:33:27.000,6.0,17811.0,17811.0,,,,3.0,,,,,,,,,,,,,,,,,
210,flake8-commas,PyCQA/flake8-commas,linters,Flake8 extension for enforcing trailing commas in python.,,https://github.com/PyCQA/flake8-commas,https://github.com/PyCQA/flake8-commas,,2015-12-16 09:25:13.000,2021-10-13 19:25:52.000,2021-10-13 19:25:45,176.0,,26.0,4.0,38.0,5.0,26.0,126.0,,,,12.0,21,False,,flake8-commas,,['flake8'],15242.0,15242.0,https://pypi.org/project/flake8-commas,,,526174.0,526174.0,,,,3.0,,,,,,,,,,,,,,,,,
211,MonkeyType,Instagram/MonkeyType,refactoring,A Python library that generates static type annotations by collecting runtime types.,,https://github.com/Instagram/MonkeyType,https://github.com/Instagram/MonkeyType,,2017-07-11 00:19:00.000,2023-03-20 22:56:45.195,2023-03-20 14:09:13,329.0,3.0,151.0,54.0,123.0,35.0,130.0,4209.0,,,16.0,45.0,20,False,,monkeytype,conda-forge/monkeytype,,,,https://pypi.org/project/monkeytype,,,46911.0,47692.0,https://anaconda.org/conda-forge/monkeytype,2023-03-20 22:56:45.195,50017.0,3.0,,,,,,,,,,,,,,,,,
212,Birdseye,alexmojaki/birdseye,debugging,Graphical Python debugger which lets you easily view the values of all evaluated expressions.,,https://github.com/alexmojaki/birdseye,https://github.com/alexmojaki/birdseye,MIT,2017-07-22 18:49:20.000,2022-05-18 12:08:29.000,2022-05-18 12:07:17,415.0,,74.0,42.0,48.0,20.0,34.0,1546.0,2022-05-18 12:08:29.000,0.9.4,39.0,10.0,20,True,,birdseye,,,4.0,,https://pypi.org/project/birdseye,2022-05-18 12:08:29.000,4.0,1249.0,1249.0,,,,3.0,,,,,,,,,,,,,,,,,
213,sphinx-bootstrap-theme,ryan-roemer/sphinx-bootstrap-theme,documentation,Sphinx Bootstrap Theme.,,https://github.com/ryan-roemer/sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,MIT,2011-12-07 14:53:00.000,2022-02-28 16:14:56.000,2022-02-03 20:25:55,403.0,,190.0,24.0,95.0,49.0,83.0,587.0,,,,39.0,20,False,,sphinx-bootstrap-theme,,['sphinx'],,,https://pypi.org/project/sphinx-bootstrap-theme,,,216250.0,216250.0,,,,3.0,,,,,,,,,,,,,,,,,
214,blacken-docs,asottile/blacken-docs,documentation,Run `black` on python code blocks in documentation files.,,https://github.com/adamchainz/blacken-docs,https://github.com/adamchainz/blacken-docs,MIT,2018-06-03 02:48:01.000,2023-05-08 21:53:05.000,2023-05-06 17:29:10,325.0,19.0,32.0,6.0,177.0,12.0,55.0,511.0,,,10.0,16.0,20,True,adamchainz/blacken-docs,blacken-docs,conda-forge/blacken-docs,,,,https://pypi.org/project/blacken-docs,,,119555.0,120381.0,https://anaconda.org/conda-forge/blacken-docs,2023-01-16 15:42:33.233,28093.0,3.0,,,,,,,,,,,,,,,,,
215,pytest-plugins,man-group/pytest-plugins,testing,A grab-bag of nifty pytest plugins.,,https://github.com/man-group/pytest-plugins,https://github.com/man-group/pytest-plugins,MIT,2015-08-14 07:52:32.000,2023-04-22 10:46:09.000,2022-11-03 10:04:57,807.0,,69.0,24.0,112.0,45.0,59.0,509.0,,,4.0,62.0,20,True,,pytest-virtualenv,conda-forge/pytest-shutil,,,,https://pypi.org/project/pytest-virtualenv,,,38652.0,39330.0,https://anaconda.org/conda-forge/pytest-shutil,2021-10-18 17:46:27.844,39337.0,3.0,,,,,,,,,,,,,,,,,
216,sphinx-markdown-builder,clayrisser/sphinx-markdown-builder,documentation,sphinx builder that outputs markdown files.,,https://github.com/clayrisser/sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,MIT,2018-11-11 00:07:58.000,2023-01-23 14:44:55.000,2022-01-08 15:29:29,100.0,,40.0,7.0,25.0,24.0,17.0,159.0,2022-01-08 15:31:25.000,0.5.5,23.0,17.0,20,False,,sphinx-markdown-builder,,['sphinx'],764.0,688.0,https://pypi.org/project/sphinx-markdown-builder,2022-01-08 15:31:25.000,76.0,35812.0,35812.0,,,,3.0,,,,,,,,,,,,,,,,,
217,lazydocs,ml-tooling/lazydocs,documentation,Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx.,,https://github.com/ml-tooling/lazydocs,https://github.com/ml-tooling/lazydocs,MIT,2020-11-10 00:31:46.000,2023-03-25 02:13:36.000,2022-05-19 03:25:57,154.0,,29.0,6.0,26.0,6.0,22.0,138.0,2021-07-27 09:00:22.000,0.4.8,13.0,9.0,20,True,,lazydocs,,,144.0,144.0,https://pypi.org/project/lazydocs,,,7273.0,7273.0,,,,3.0,,,,,,,,,,,,,,,,,
218,mkdocs-print-site-plugin,timvink/mkdocs-print-site-plugin,documentation,"MkDocs Plugin that adds an additional page that combines all pages, allowing easy exports to PDF and standalone HTML.",,https://github.com/timvink/mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,MIT,2020-08-15 12:02:33.000,2022-12-07 11:39:27.000,2022-12-07 11:39:27,220.0,,12.0,3.0,7.0,8.0,67.0,75.0,2022-06-01 11:11:09.000,2.3.4,39.0,4.0,20,True,,mkdocs-print-site-plugin,,['mkdocs'],208.0,208.0,https://pypi.org/project/mkdocs-print-site-plugin,,,10428.0,10428.0,,,,3.0,,,,,,,,,,,,,,,,,
219,mkdocs-git-revision-date-plugin,zhaoterryy/mkdocs-git-revision-date-plugin,documentation,MkDocs plugin for setting revision date from git per markdown file.,,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,MIT,2018-12-03 04:29:33.000,2023-03-28 19:19:30.000,2022-03-08 14:42:57,26.0,,7.0,5.0,9.0,4.0,9.0,52.0,2022-03-08 14:43:59.000,0.3.2,2.0,7.0,20,False,,mkdocs-git-revision-date-plugin,,['mkdocs'],1375.0,1375.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,,,40723.0,40723.0,,,,3.0,,,,,,,,,,,,,,,,,
220,heartrate,alexmojaki/heartrate,profiling,Simple real time visualisation of the execution of a Python program.,,https://github.com/alexmojaki/heartrate,https://github.com/alexmojaki/heartrate,MIT,2019-04-24 17:02:28.000,2021-11-13 17:38:32.433,2021-11-13 14:58:04,27.0,,122.0,34.0,4.0,5.0,4.0,1623.0,,,2.0,3.0,19,False,,heartrate,conda-forge/heartrate,,51.0,51.0,https://pypi.org/project/heartrate,,,1075.0,1175.0,https://anaconda.org/conda-forge/heartrate,2021-11-13 17:38:32.433,2307.0,3.0,,,,,,,,,,,,,,,,,
221,assertpy,ActivisionGameScience/assertpy,testing,Simple assertion library for unit testing in python with a fluent API.,,https://github.com/ActivisionGameScience/assertpy,https://github.com/ActivisionGameScience/assertpy,BSD-3-Clause,2017-11-21 01:38:07.332,2020-07-19 15:23:26.710,2019-10-30 17:50:10,279.0,,57.0,1.0,,,,381.0,,,13.0,10.0,19,False,,assertpy,conda-forge/assertpy,,104.0,,https://pypi.org/project/assertpy,2020-07-19 14:39:02.000,104.0,398892.0,399196.0,https://anaconda.org/conda-forge/assertpy,2020-07-19 15:23:26.710,20110.0,3.0,,,,,,,,,,,,,,,,,
222,flakehell,life4/flakehell,linters,"Flake8 wrapper to make it nice, legacy-friendly, configurable.",,https://github.com/life4/flakehell,https://github.com/life4/flakehell,MIT,2019-08-06 11:37:21.000,2021-01-11 21:35:41.000,2021-01-11 21:35:40,368.0,,44.0,4.0,68.0,4.0,,233.0,2021-01-11 18:40:32.000,0.9.0,28.0,16.0,19,False,,flakehell,,['flake8'],18.0,,https://pypi.org/project/flakehell,2021-01-11 18:40:32.000,18.0,21350.0,21351.0,,,,3.0,,64.0,,,,,,,,,,,,,,,
223,unimport,hakancelik96/unimport,refactoring,The ultimate linter and formatter for removing unused import statements in your code.,,https://github.com/hakancelikdev/unimport,https://github.com/hakancelikdev/unimport,MIT,2019-09-08 09:49:24.000,2023-04-03 22:53:04.000,2023-04-03 22:41:28,472.0,4.0,20.0,4.0,174.0,8.0,97.0,194.0,2023-04-03 22:44:18.000,0.16.0,30.0,14.0,19,True,hakancelikdev/unimport,unimport,,,,,https://pypi.org/project/unimport,,,12259.0,12259.0,,,,3.0,,,,,,,,,,,,,,,,,
224,dodgy,landscapeio/dodgy,security,Looks at Python code to search for things which look dodgy such as passwords or diffs.,,https://github.com/landscapeio/dodgy,https://github.com/landscapeio/dodgy,MIT,2013-12-25 12:22:20.000,2021-08-29 14:44:21.000,2021-03-21 11:36:52,70.0,,20.0,5.0,14.0,9.0,3.0,112.0,,,2.0,14.0,19,False,,dodgy,conda-forge/dodgy,,2362.0,2362.0,https://pypi.org/project/dodgy,,,415387.0,416132.0,https://anaconda.org/conda-forge/dodgy,2020-06-10 17:10:06.579,60361.0,3.0,,,,,,,,,,,,,,,,,
225,pyformat,myint/pyformat,formatters,Formats Python code to follow a consistent style.,,https://github.com/myint/pyformat,https://github.com/myint/pyformat,Saxpath,2013-03-24 21:45:30.000,2021-10-29 14:54:42.000,2019-05-24 17:17:56,199.0,,7.0,7.0,6.0,4.0,3.0,91.0,2014-09-07 13:57:37.000,0.5.7,23.0,3.0,19,False,,pyformat,,,1823.0,1797.0,https://pypi.org/project/pyformat,2017-01-04 02:31:11.000,26.0,11523.0,11523.0,,,,3.0,,,,,,,,,,,,,,,,,
226,pip-run,jaraco/pip-run,dependency-managers,pip-run - dynamic dependency loader for Python.,,https://github.com/jaraco/pip-run,https://github.com/jaraco/pip-run,MIT,2016-01-25 01:59:13.000,2023-05-11 01:12:41.000,2023-05-11 01:12:40,712.0,12.0,15.0,8.0,16.0,3.0,54.0,82.0,2023-04-15 15:09:02.982,10.0.7,46.0,15.0,19,True,,pip-run,,,3.0,,https://pypi.org/project/pip-run,2023-01-23 01:18:02.345,3.0,4528.0,4528.0,,,,3.0,,,,,,,,,,,,,,,,,
227,pylint-flask,jschaf/pylint-flask,linters,A Pylint plugin to analyze Flask applications.,,https://github.com/jschaf/pylint-flask,https://github.com/jschaf/pylint-flask,GPL-2.0,2015-06-27 20:11:12.000,2022-07-19 20:45:56.000,2022-07-19 20:45:38,40.0,,7.0,4.0,8.0,5.0,6.0,62.0,,,4.0,7.0,19,True,,pylint-flask,conda-forge/pylint-flask,['pylint'],7298.0,7298.0,https://pypi.org/project/pylint-flask,,,314299.0,315413.0,https://anaconda.org/conda-forge/pylint-flask,2019-02-02 18:28:49.934,90276.0,3.0,,,,,,,,,,,,,,,,,
228,fake2db,emirozer/fake2db,testing,create custom test databases that are populated with fake data.,,https://github.com/emirozer/fake2db,https://github.com/emirozer/fake2db,GPL-2.0,2014-02-18 19:14:28.000,2019-11-25 09:19:01.000,2019-11-25 09:19:00,242.0,,115.0,67.0,29.0,7.0,15.0,2186.0,2019-03-09 13:53:12.000,1.0.0,2.0,18.0,18,False,,fake2db,,,22.0,22.0,https://pypi.org/project/fake2db,,,173.0,173.0,,,,3.0,,,,,,,,,,,,,,,,,
229,xar,facebookincubator/xar,packaging,executable archive format.,,https://github.com/facebookincubator/xar,https://github.com/facebookincubator/xar,,2017-06-29 18:15:26.000,2022-11-30 02:55:03.000,2022-11-18 15:26:38,97.0,,54.0,41.0,22.0,6.0,25.0,1541.0,2020-12-02 20:33:26.000,20.12.2,3.0,38.0,18,False,,xar,,,25.0,25.0,https://pypi.org/project/xar,,,712.0,712.0,,,,3.0,,,,,,,,,,,,,,,,,
230,pynsist,takluyver/pynsist,packaging,Build Windows installers for Python applications.,,https://github.com/takluyver/pynsist,https://github.com/takluyver/pynsist,,2014-03-30 19:11:21.000,2022-11-04 09:45:28.000,2022-04-21 14:15:55,556.0,,115.0,32.0,90.0,23.0,143.0,840.0,,,,30.0,18,False,,pynsist,,,190.0,190.0,https://pypi.org/project/pynsist,,,1601.0,1601.0,,,,3.0,,,,,,,,,,,,,,,,,
231,vex,sashahart/vex,virtual-envs,Run a command in the named virtualenv.,,https://github.com/sashahart/vex,https://github.com/sashahart/vex,MIT,2014-05-09 03:20:02.000,2021-10-30 20:12:27.000,2019-05-10 19:18:48,200.0,,25.0,14.0,24.0,2.0,40.0,374.0,2019-05-10 19:21:38.000,0.0.19,18.0,3.0,18,False,,vex,,,38.0,28.0,https://pypi.org/project/vex,2019-05-10 19:21:38.000,10.0,587.0,587.0,,,,3.0,,,,,,,,,,,,,,,,,
232,pytest-docker,avast/pytest-docker,testing,Docker-based integration tests.,,https://github.com/avast/pytest-docker,https://github.com/avast/pytest-docker,MIT,2017-03-07 04:51:13.000,2023-02-12 10:13:02.000,2022-09-14 15:18:11,71.0,,55.0,8.0,52.0,7.0,33.0,335.0,2022-04-09 19:12:33.000,0.12.0,11.0,16.0,18,True,,pytest-docker,,['pytest'],,,https://pypi.org/project/pytest-docker,,,107851.0,107853.0,,,,3.0,,102.0,,,,,,,,,,,,,,,
233,flake8-import-order,PyCQA/flake8-import-order,linters,Flake8 plugin that checks import order against various Python Style Guides.,,https://github.com/PyCQA/flake8-import-order,https://github.com/PyCQA/flake8-import-order,LGPL-3.0,2014-03-16 12:46:09.000,2022-12-10 16:20:39.000,2022-12-10 16:20:39,292.0,,68.0,9.0,100.0,10.0,90.0,268.0,,,11.0,46.0,18,True,,flake8-import-order,conda-forge/flake8-import-order,['flake8'],,,https://pypi.org/project/flake8-import-order,,,328251.0,331222.0,https://anaconda.org/conda-forge/flake8-import-order,2022-11-28 21:20:05.953,231775.0,3.0,-6.0,,,,,,,,,,,,,,,,
234,cohesion,mschwager/cohesion,code-metrics,A tool for measuring Python class cohesion.,,https://github.com/mschwager/cohesion,https://github.com/mschwager/cohesion,GPL-3.0,2016-08-11 21:09:32.000,2023-03-08 23:21:52.058,2023-03-08 16:15:03,84.0,6.0,4.0,9.0,2.0,4.0,12.0,196.0,2023-03-08 16:22:18.671,1.1.0,10.0,3.0,18,True,,cohesion,conda-forge/cohesion,,12.0,,https://pypi.org/project/cohesion,2019-07-10 16:08:05.000,12.0,22423.0,22497.0,https://anaconda.org/conda-forge/cohesion,2023-03-08 23:21:52.058,1339.0,3.0,,,,,,,,,,,,,,,,,
235,pynt,rags/pynt,build-tools,A pynt of Python build.,,https://github.com/rags/pynt,https://github.com/rags/pynt,MIT,2012-11-17 13:12:49.000,2022-05-13 18:18:48.000,2019-10-04 19:05:46,128.0,,18.0,11.0,10.0,6.0,13.0,157.0,2018-06-24 06:23:48.000,0.8.2,7.0,10.0,18,False,,pynt,,,143.0,115.0,https://pypi.org/project/pynt,2018-06-24 06:23:48.000,28.0,8981.0,8981.0,,,,3.0,,,,,,,,,,,,,,,,,
236,flake8-simplify,MartinThoma/flake8-simplify,linters,A flake8 plugin that helps you to simplify code.,,https://github.com/MartinThoma/flake8-simplify,https://github.com/MartinThoma/flake8-simplify,MIT,2020-09-19 16:59:41.000,2023-04-20 23:00:31.000,2023-03-30 10:45:48,131.0,4.0,16.0,4.0,65.0,45.0,71.0,152.0,2022-07-28 16:33:54.000,0.19.3,20.0,12.0,18,True,,flake8-simplify,conda-forge/flake8-simplify,,,,https://pypi.org/project/flake8-simplify,,,272936.0,273847.0,https://anaconda.org/conda-forge/flake8-simplify,2023-03-30 15:39:08.410,26447.0,3.0,,,,,,,,,,,,,,,,,
237,unify,myint/unify,refactoring,Modifies strings to all use the same quote where possible.,,https://github.com/myint/unify,https://github.com/myint/unify,MIT,2013-03-24 18:02:19.000,2022-07-04 21:06:04.000,2019-08-07 13:44:00,69.0,,14.0,7.0,10.0,8.0,3.0,80.0,,,1.0,5.0,18,False,,unify,conda-forge/unify,,1148.0,1148.0,https://pypi.org/project/unify,,,96758.0,96811.0,https://anaconda.org/conda-forge/unify,2021-06-29 19:32:02.475,1233.0,3.0,,,,,,,,,,,,,,,,,
238,dh-virtualenv,spotify/dh-virtualenv,virtual-envs,Python virtualenvs in Debian packages.,,https://github.com/spotify/dh-virtualenv,https://github.com/spotify/dh-virtualenv,GPL-2.0,2013-10-09 19:03:43.000,2023-03-18 20:07:34.000,2023-01-03 15:31:24,422.0,,175.0,43.0,153.0,31.0,171.0,1562.0,,,,60.0,17,True,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,
239,add-trailing-comma,asottile/add-trailing-comma,refactoring,A tool (and pre-commit hook) to automatically add trailing commas to calls and literals.,,https://github.com/asottile/add-trailing-comma,https://github.com/asottile/add-trailing-comma,MIT,2017-07-10 00:55:50.000,2023-05-09 12:39:53.000,2023-05-09 12:39:52,411.0,14.0,18.0,5.0,176.0,,48.0,292.0,,,,11.0,17,True,,add-trailing-comma,,,,,https://pypi.org/project/add-trailing-comma,,,30113.0,30113.0,,,,3.0,,,,,,,,,,,,,,,,,
240,flake8-mypy,ambv/flake8-mypy,linters,A plugin for flake8 integrating Mypy.,,https://github.com/ambv/flake8-mypy,https://github.com/ambv/flake8-mypy,MIT,2017-02-26 02:27:33.000,2020-06-19 16:51:36.000,2020-06-19 16:51:00,50.0,,15.0,4.0,13.0,19.0,3.0,103.0,,,,8.0,17,False,,flake8-mypy,,['flake8'],1569.0,1569.0,https://pypi.org/project/flake8-mypy,,,41555.0,41555.0,,,,3.0,,,,,,,,,,,,,,,,,
241,mkdocs-versioning,zayd62/mkdocs-versioning,documentation,A tool that allows for versioning sites built with mkdocs.,,https://github.com/zayd62/mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,MIT,2019-07-20 18:09:56.000,2021-08-01 15:51:53.000,2021-08-01 15:51:53,133.0,,6.0,3.0,39.0,3.0,22.0,40.0,2021-02-11 10:24:03.000,0.4.0,2.0,5.0,17,False,,mkdocs-versioning,,['mkdocs'],56.0,56.0,https://pypi.org/project/mkdocs-versioning,,,2456.0,2456.0,,,,3.0,,,,,,,,,,,,,,,,,
242,pyenv-installer,pyenv/pyenv-installer,virtual-envs,This tool is used to install `pyenv` and friends.,,https://github.com/pyenv/pyenv-installer,https://github.com/pyenv/pyenv-installer,MIT,2013-06-01 03:48:07.000,2023-04-02 13:29:37.000,2023-04-02 10:31:12,148.0,4.0,384.0,75.0,60.0,5.0,71.0,3618.0,,,,39.0,16,True,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,
243,reloadium,reloadware/reloadium,debugging,"ChatGPT, Hot Reloading and Profiling for Python.",,https://github.com/reloadware/reloadium,https://github.com/reloadware/reloadium,Apache-2.0,2022-01-15 03:01:41.000,2023-04-17 16:40:45.000,2023-04-17 16:40:45,46.0,4.0,40.0,24.0,22.0,17.0,84.0,2354.0,,,,2.0,16,True,,reloadium,,,,,https://pypi.org/project/reloadium,,,2481.0,2481.0,,,,3.0,,,,,,,,,,,,,,,,,
244,pyheat,csurfer/pyheat,profiling,pprofile + matplotlib = Python program profiled as an awesome heatmap!.,,https://github.com/csurfer/pyheat,https://github.com/csurfer/pyheat,MIT,2017-02-04 22:56:02.000,2021-09-18 20:16:24.000,2021-09-18 20:16:24,55.0,,40.0,13.0,6.0,6.0,9.0,764.0,,,,5.0,16,False,,py-heat,,,52.0,52.0,https://pypi.org/project/py-heat,,,2326.0,2326.0,,,,3.0,,,,,,,,,,,,,,,,,
245,tbvaccine,skorokithakis/tbvaccine,logging,A small utility to pretty-print Python tracebacks.,,https://github.com/skorokithakis/tbvaccine,https://github.com/skorokithakis/tbvaccine,MIT,2016-08-27 17:31:59.000,2020-03-01 19:24:46.000,2020-03-01 19:24:44,80.0,,9.0,5.0,18.0,7.0,13.0,366.0,2017-07-27 16:45:20.000,0.2.2,8.0,12.0,16,False,,tbvaccine,,,11.0,11.0,https://pypi.org/project/tbvaccine,,,1218.0,1218.0,,,,3.0,,,,,,,,,,,,,,,,,
246,dlint,dlint-py/dlint,security,Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure.,,https://github.com/dlint-py/dlint,https://github.com/dlint-py/dlint,BSD-3-Clause,2020-01-08 15:53:36.000,2023-04-11 15:03:37.804,2023-04-10 19:27:15,234.0,3.0,16.0,2.0,16.0,22.0,21.0,145.0,,,4.0,16.0,16,True,,dlint,conda-forge/dlint,,,,https://pypi.org/project/dlint,,,154406.0,154545.0,https://anaconda.org/conda-forge/dlint,2023-04-11 15:03:37.804,2516.0,3.0,,,,,,,,,,,,,,,,,
247,paver,paver/paver,build-tools,Python-based project scripting.,,https://github.com/paver/paver,https://github.com/paver/paver,,2010-11-11 09:43:52.000,2023-04-16 21:21:15.000,2023-04-16 21:21:14,535.0,1.0,78.0,13.0,85.0,38.0,93.0,453.0,,,1.0,46.0,15,False,,paver,conda-forge/paver,,,,https://pypi.org/project/paver,,,54871.0,55217.0,https://anaconda.org/conda-forge/paver,2018-07-24 12:48:36.122,27012.0,3.0,-9.0,,,,,,,,,,,,,,,,
248,imhotep,justinabrahms/imhotep,linters,A static-analysis bot for Github.,,https://github.com/justinabrahms/imhotep,https://github.com/justinabrahms/imhotep,MIT,2012-12-17 01:26:32.000,2022-04-12 18:58:29.000,2022-04-12 18:50:47,399.0,,33.0,7.0,67.0,18.0,26.0,221.0,,,,17.0,15,False,,imhotep,,,11.0,11.0,https://pypi.org/project/imhotep,,,64.0,64.0,,,,3.0,,,,,,,,,,,,,,,,,
249,com2ann,ilevkivskyi/com2ann,refactoring,Tool for translation type comments to type annotations in Python.,,https://github.com/ilevkivskyi/com2ann,https://github.com/ilevkivskyi/com2ann,MIT,2016-09-09 07:17:02.000,2023-04-27 10:41:39.000,2023-04-27 10:41:39,41.0,3.0,9.0,6.0,28.0,7.0,19.0,132.0,,,,5.0,15,True,,com2ann,,,38.0,38.0,https://pypi.org/project/com2ann,,,11156.0,11156.0,,,,3.0,,,,,,,,,,,,,,,,,
250,flake8-bandit,tylerwince/flake8-bandit,linters,Automated security testing using bandit and flake8.,,https://github.com/tylerwince/flake8-bandit,https://github.com/tylerwince/flake8-bandit,MIT,2017-10-28 23:19:09.000,2022-08-29 13:47:29.000,2022-08-29 13:45:55,70.0,,26.0,5.0,17.0,10.0,16.0,101.0,,,,12.0,15,True,,flake8-bandit,,['flake8'],,,https://pypi.org/project/flake8-bandit,,,510966.0,510966.0,,,,3.0,,,,,,,,,,,,,,,,,
251,memory_profiler,fabianp/memory_profiler,profiling,Monitor Memory usage of Python code.,,https://github.com/fabianp/memory_profiler,https://github.com/fabianp/memory_profiler,,2016-05-26 17:45:08.632,2022-11-16 08:09:24.242,2018-06-28 13:35:12,500.0,,13.0,5.0,1.0,,,79.0,,,12.0,62.0,15,False,,memory_profiler,conda-forge/memory_profiler,,,,https://pypi.org/project/memory_profiler,,,690361.0,694240.0,https://anaconda.org/conda-forge/memory_profiler,2022-11-16 08:09:24.242,325871.0,3.0,,,,,,,,,,,,,,,,,
252,pytest-play,pytest-dev/pytest-play,testing,pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files.,,https://github.com/pytest-dev/pytest-play,https://github.com/pytest-dev/pytest-play,Apache-2.0,2017-12-14 09:08:26.000,2019-08-20 15:57:27.000,2019-06-12 11:57:28,382.0,,4.0,9.0,62.0,4.0,25.0,68.0,2019-06-12 11:59:29.000,2.3.1,23.0,3.0,15,False,,pytest-play,,['pytest'],31.0,21.0,https://pypi.org/project/pytest-play,2019-06-12 11:59:29.000,10.0,140.0,140.0,,,,3.0,,,,,,,,,,,,,,,,,
253,yala,cemsbr/yala,linters,Yet Another Linter Aggregator.,,https://github.com/cemsbr/yala,https://github.com/cemsbr/yala,MIT,2017-06-02 22:45:50.000,2023-01-30 07:52:09.000,2023-01-30 07:50:18,198.0,,5.0,2.0,136.0,1.0,11.0,14.0,2023-01-30 07:57:23.000,3.2.0,8.0,4.0,15,False,,yala,,"['flake8', 'pylint']",49.0,49.0,https://pypi.org/project/yala,,,912.0,912.0,,,,3.0,,,,,,,,,,,,,,,,,
254,bellybutton,hchasestevens/bellybutton,linters,Custom Python linting through AST expressions.,,https://github.com/hchasestevens/bellybutton,https://github.com/hchasestevens/bellybutton,MIT,2018-02-17 06:31:44.000,2022-09-20 12:04:08.000,2021-07-15 00:42:02,33.0,,13.0,4.0,21.0,8.0,6.0,254.0,,,,5.0,14,False,,bellybutton,,,37.0,37.0,https://pypi.org/project/bellybutton,,,3172.0,3172.0,,,,3.0,,,,,,,,,,,,,,,,,
255,pep8ify,spulec/pep8ify,refactoring,A library that modifies python source code to conform to pep8.,,https://github.com/spulec/pep8ify,https://github.com/spulec/pep8ify,Apache-2.0,2012-06-03 03:31:33.000,2019-03-08 03:06:14.000,2014-10-24 20:36:38,154.0,,12.0,6.0,7.0,6.0,12.0,117.0,,,,6.0,14,False,,pep8ify,,,43.0,43.0,https://pypi.org/project/pep8ify,,,158.0,158.0,,,,3.0,,,,,,,,,,,,,,,,,
256,massedit,elmotec/massedit,refactoring,Programmatically edit text files with Python. Useful for source to source transformations.,,https://github.com/elmotec/massedit,https://github.com/elmotec/massedit,MIT,2012-03-11 16:18:30.000,2022-03-17 12:52:23.000,2020-12-23 02:11:17,178.0,,15.0,6.0,7.0,3.0,5.0,107.0,2020-12-23 02:19:02.000,0.69.1,9.0,8.0,14,False,,massedit,,,,,https://pypi.org/project/massedit,,,1332.0,1332.0,,,,3.0,,20.0,,,,,,,,,,,,,,,
257,autoimport,lyz-code/autoimport,formatters,Autoimport automatically fixes wrong import statements.,,https://github.com/lyz-code/autoimport,https://github.com/lyz-code/autoimport,GPL-3.0,2020-10-16 22:43:09.000,2023-03-24 11:32:06.000,2023-03-24 11:30:59,532.0,2.0,14.0,2.0,200.0,8.0,30.0,72.0,,,,13.0,14,True,,autoimport,,,102.0,102.0,https://pypi.org/project/autoimport,,,3781.0,3781.0,,,,3.0,,,,,,,,,,,,,,,,,
258,universal-build,ml-tooling/universal-build,build-tools,Universal build utilities for containerized build pipelines.,,https://github.com/ml-tooling/universal-build,https://github.com/ml-tooling/universal-build,MIT,2020-10-19 14:57:21.000,2022-11-09 08:14:25.000,2022-09-15 18:19:20,395.0,,7.0,4.0,34.0,,3.0,19.0,2021-11-17 16:59:34.000,0.6.18,28.0,5.0,14,True,,universal-build,,,11.0,11.0,https://pypi.org/project/universal-build,,,218.0,218.0,,,,3.0,,18.0,,,,,,,,,,,,,,,
259,subpar,google/subpar,packaging,Subpar is a utility for creating self-contained python executables. It is designed to work well with Bazel.,,https://github.com/google/subpar,https://github.com/google/subpar,Apache-2.0,2016-08-03 20:11:35.000,2022-12-27 14:53:53.000,2022-12-19 19:23:19,95.0,,67.0,18.0,75.0,34.0,30.0,555.0,2019-05-14 20:14:05.000,2.0.0,5.0,16.0,13,True,,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,
260,pycycle,bndr/pycycle,linters,Tool for pinpointing circular imports in Python. Find cyclic imports in any project.,,https://github.com/bndr/pycycle,https://github.com/bndr/pycycle,MIT,2017-01-28 17:22:00.000,2022-01-15 20:44:01.000,2017-02-13 18:07:04,26.0,,20.0,6.0,6.0,15.0,2.0,318.0,,,,2.0,13,False,,pycycle,,,75.0,75.0,https://pypi.org/project/pycycle,,,2991.0,2991.0,,,,3.0,,,,,,,,,,,,,,,,,
261,freshenv,raiyanyahya/freshenv,virtual-envs,"Provision, share, manage local and cloud developer environments.",,https://github.com/raiyanyahya/freshenv,https://github.com/raiyanyahya/freshenv,MPL-2.0,2021-12-19 21:38:32.000,2023-03-03 20:00:09.000,2022-11-06 20:48:39,188.0,,3.0,1.0,166.0,,3.0,165.0,2022-08-09 15:40:30.000,3.0.0,5.0,3.0,13,True,,freshenv,raiyanyahya/freshenv,,,,https://pypi.org/project/freshenv,,,64.0,64.0,https://anaconda.org/raiyanyahya/freshenv,,,3.0,,,,,,,,,,,,,,,,,
262,pipenv-pipes,gtalarico/pipenv-pipes,virtual-envs,A PipEnv Environment Switcher.,,https://github.com/gtalarico/pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,MIT,2018-05-02 03:56:41.000,2022-12-08 02:07:55.000,2019-06-27 03:42:48,285.0,,17.0,5.0,21.0,7.0,10.0,133.0,2018-11-08 03:05:43.000,0.7.1,25.0,5.0,13,False,,pipenv-pipes,,,,,https://pypi.org/project/pipenv-pipes,2018-11-08 03:05:43.000,,224.0,224.0,,,,3.0,,,,,,,,,,,,,,,,,
263,livepython,agermanidis/livepython,profiling,Visually trace Python code in real-time.,,https://github.com/agermanidis/livepython,https://github.com/agermanidis/livepython,MIT,2017-10-03 00:19:59.000,2019-01-22 17:39:55.000,2017-11-14 21:27:52,20.0,,168.0,78.0,4.0,11.0,15.0,2527.0,,,,3.0,12,False,,,,,2.0,2.0,,,,,,,,,3.0,,,,,,,,,,,,,,,,,
264,retype,ambv/retype,refactoring,Re-apply type annotations from .pyi stubs to your codebase.,,https://github.com/ambv/retype,https://github.com/ambv/retype,MIT,2017-03-11 07:54:58.000,2022-08-15 09:53:04.970,2022-08-14 07:12:06,109.0,,17.0,5.0,28.0,,15.0,133.0,2022-08-14 07:05:53.000,22.8.0,7.0,9.0,12,True,,retype,conda-forge/retype,,,,https://pypi.org/project/retype,,,584.0,929.0,https://anaconda.org/conda-forge/retype,2022-08-15 09:53:04.970,22134.0,3.0,,,,,,,,,,,,,,,,,
265,pyship,jamesabel/pyship,packaging,pyship - ship Python desktop apps to end users.,,https://github.com/jamesabel/pyship,https://github.com/jamesabel/pyship,MIT,2020-04-23 04:45:03.000,2023-04-30 19:29:43.000,2023-04-30 19:29:29,290.0,11.0,2.0,3.0,6.0,5.0,,32.0,,,,2.0,10,False,,pyship,,,,,https://pypi.org/project/pyship,,,145.0,145.0,,,,3.0,,,,,,,,,,,,,,,,,
266,linty_fresh,lyft/linty_fresh,linters,Surface lint errors during code review.,,https://github.com/lyft/linty_fresh,https://github.com/lyft/linty_fresh,Apache-2.0,2015-12-19 02:37:26.000,2023-03-20 01:44:54.000,2022-12-13 04:09:02,54.0,,19.0,20.0,61.0,4.0,1.0,183.0,,,,18.0,9,False,,linty-fresh,,"['flake8', 'mypy']",,,https://pypi.org/project/linty-fresh,,,12.0,12.0,,,,3.0,,,,,,,,,,,,,,,,,
1 name github_id category description resource github_url homepage license created_at updated_at last_commit_pushed_at commit_count recent_commit_count fork_count watchers_count pr_count open_issue_count closed_issue_count star_count latest_stable_release_published_at latest_stable_release_number release_count contributor_count projectrank show updated_github_id pypi_id conda_id labels dependent_project_count github_dependent_project_count pypi_url pypi_latest_release_published_at pypi_dependent_project_count pypi_monthly_downloads monthly_downloads conda_url conda_latest_release_published_at conda_total_downloads projectrank_placing trending github_release_downloads dockerhub_id dockerhub_url dockerhub_latest_release_published_at dockerhub_stars dockerhub_pulls npm_id npm_url npm_monthly_downloads cargo_id cargo_url cargo_latest_release_published_at cargo_dependent_project_count cargo_monthly_downloads cargo_total_downloads conda_forge
2 0 best-of-web-python - Testing ml-tooling/best-of-web-python testing Testing libraries & tools for python web frameworks. True https://github.com/ml-tooling/best-of-web-python https://github.com/ml-tooling/best-of-web-python CC-BY-SA-4.0 2021-01-05 13:09:27.000 2023-05-04 22:16:19.000 2023-05-04 22:16:17 227.0 25.0 143.0 51.0 139.0 1.0 2.0 1890.0 2023-05-04 22:16:23.000 2023.05.04 88.0 10.0 0 True
3 1 best-of-mkdocs pawamoy/best-of-mkdocs documentation Collection of MkDocs projects and plugins. True https://github.com/mkdocs/best-of-mkdocs https://github.com/mkdocs/best-of-mkdocs CC-BY-SA-4.0 2022-04-17 07:48:22.000 2023-05-04 21:45:49.000 2023-05-04 21:45:48 161.0 20.0 9.0 8.0 79.0 1.0 2.0 233.0 2023-05-04 21:45:55.000 2023.05.04 59.0 5.0 0 True mkdocs/best-of-mkdocs
4 2 Python.org Packaging packaging An Overview of Packaging for Python. True https://packaging.python.org/overview/ 0 True
5 3 unittest testing Unittest is a test framework included in the Python standard library. True https://docs.python.org/3/library/unittest.html 0 True
6 4 pytest pytest-dev/pytest testing The pytest framework makes it easy to write small tests, yet scales to support complex functional testing. https://github.com/pytest-dev/pytest https://github.com/pytest-dev/pytest MIT 2015-06-15 20:28:27.000 2023-05-11 12:44:12.000 2023-05-11 01:28:52 14971.0 107.0 2310.0 194.0 5040.0 865.0 4451.0 10149.0 2023-04-14 18:13:32.583 7.3.1 160.0 869.0 47 True pytest conda-forge/pytest ['pytest'] 916513.0 900640.0 https://pypi.org/project/pytest 2023-01-14 12:19:00.550 15873.0 59844732.0 60090077.0 https://anaconda.org/conda-forge/pytest 2023-04-14 23:00:04.667 20118311.0 1.0
7 5 mypy python/mypy linters Optional static typing for Python. https://github.com/python/mypy https://github.com/python/mypy MIT 2012-12-07 13:30:23.000 2023-05-11 13:07:42.000 2023-05-11 13:07:42 11184.0 204.0 2525.0 232.0 6180.0 2552.0 6571.0 15329.0 2023-05-10 15:44:24.192 1.3.0 103.0 650.0 46 True mypy conda-forge/mypy 193564.0 185007.0 https://pypi.org/project/mypy 2022-11-14 16:58:14.966 8557.0 13521847.0 13566772.0 https://anaconda.org/conda-forge/mypy 2023-05-10 22:28:23.336 2965053.0 1.0 4.0
8 6 pipenv pypa/pipenv virtual-envs Python Development Workflow for Humans. https://github.com/pypa/pipenv https://github.com/pypa/pipenv MIT 2017-01-20 00:44:02.000 2023-05-11 12:51:23.000 2023-05-07 02:57:12 8303.0 76.0 1824.0 361.0 1685.0 193.0 3735.0 23834.0 2023-04-29 21:02:44.000 2023.4.29 354.0 465.0 45 True pipenv conda-forge/pipenv 80949.0 79691.0 https://pypi.org/project/pipenv 2022-12-19 10:26:16.459 1258.0 6622303.0 6624685.0 https://anaconda.org/conda-forge/pipenv 2023-04-29 22:34:06.026 102429.0 1.0
9 7 psutil giampaolo/psutil profiling Cross-platform lib for process and system monitoring in Python. https://github.com/giampaolo/psutil https://github.com/giampaolo/psutil BSD-3-Clause 2014-05-23 14:01:48.000 2023-05-09 10:03:08.000 2023-05-09 10:03:08 5936.0 64.0 1320.0 238.0 626.0 257.0 1388.0 9294.0 2023-04-17 18:27:02.245 5.9.5 89.0 195.0 45 True psutil conda-forge/psutil 323260.0 306336.0 https://pypi.org/project/psutil 2022-11-07 18:47:02.742 16924.0 66783935.0 67040199.0 https://anaconda.org/conda-forge/psutil 2023-04-17 23:58:50.059 21782514.0 1.0
10 8 pip pypa/pip dependency-managers The Python package installer. https://github.com/pypa/pip https://github.com/pypa/pip MIT 2011-03-06 14:30:46.000 2023-05-11 07:13:28.000 2023-05-08 08:54:14 13803.0 207.0 2726.0 309.0 5197.0 895.0 5881.0 8735.0 63.0 731.0 45 True pip conda-forge/pip 134488.0 134488.0 https://pypi.org/project/pip 159717623.0 160652950.0 https://anaconda.org/conda-forge/pip 2023-04-26 11:16:14.578 76696855.0 1.0
11 9 black psf/black formatters The uncompromising Python code formatter. https://github.com/psf/black https://github.com/psf/black MIT 2018-03-14 19:54:45.000 2023-05-08 13:36:29.000 2023-05-08 13:36:24 1550.0 33.0 1967.0 228.0 1379.0 361.0 1905.0 32298.0 2023-03-29 01:00:11.000 23.3.0 29.0 368.0 44 True black conda-forge/black 369076.0 369076.0 https://pypi.org/project/black 20027426.0 20146491.0 https://anaconda.org/conda-forge/black 2023-04-26 07:05:32.069 7109992.0 1.0 28304.0
12 10 setuptools pypa/setuptools build-tools Official project repository for the Setuptools build system. https://github.com/pypa/setuptools https://github.com/pypa/setuptools MIT 2016-03-29 14:02:33.000 2023-05-11 12:30:30.000 2023-05-11 01:17:07 13808.0 163.0 933.0 89.0 1389.0 546.0 1746.0 2027.0 2023-04-24 11:37:12.000 67.7.2 196.0 567.0 44 True setuptools conda-forge/setuptools 320540.0 320540.0 https://pypi.org/project/setuptools 250222540.0 251189744.0 https://anaconda.org/conda-forge/setuptools 2023-04-24 18:49:33.341 79310793.0 1.0
13 11 rich Textualize/rich logging Rich is a Python library for rich text and beautiful formatting in the terminal. https://github.com/Textualize/rich https://github.com/Textualize/rich MIT 2019-11-10 15:28:09.000 2023-05-09 07:56:03.000 2023-05-09 07:55:58 3760.0 78.0 1552.0 542.0 959.0 123.0 982.0 43225.0 2023-04-27 16:00:07.000 13.3.5 181.0 221.0 43 True rich conda-forge/rich 90899.0 86768.0 https://pypi.org/project/rich 2023-01-28 10:19:14.092 4131.0 23213625.0 23322407.0 https://anaconda.org/conda-forge/rich 2023-04-27 19:38:00.684 3698611.0 1.0
14 12 tqdm tqdm/tqdm logging A Fast, Extensible Progress Bar for Python and CLI. https://github.com/tqdm/tqdm https://github.com/tqdm/tqdm MPL-2.0 2015-06-03 13:13:14.000 2023-05-07 02:28:28.000 2023-03-03 21:07:28 1940.0 12.0 1210.0 211.0 512.0 344.0 569.0 24740.0 2023-03-03 21:28:29.000 4.65.0 104.0 112.0 43 True tqdm conda-forge/tqdm 460985.0 460985.0 https://pypi.org/project/tqdm 53479081.0 53717715.0 https://anaconda.org/conda-forge/tqdm 2023-03-04 16:57:20.216 19791833.0 1.0 11057.0 tqdm/tqdm https://hub.docker.com/r/tqdm/tqdm 2023-03-18 01:39:51.172447 2.0 4091.0
15 13 conda conda/conda dependency-managers A system-level, binary package and environment manager running on all major operating systems and platforms. https://github.com/conda/conda https://github.com/conda/conda BSD-3-Clause 2012-10-15 22:08:03.000 2023-05-11 12:55:20.000 2023-05-10 20:54:35 16313.0 115.0 1367.0 200.0 3593.0 766.0 8318.0 5426.0 2023-03-30 03:29:50.000 23.3.1 100.0 426.0 43 True conda conda-forge/conda 40998.0 39904.0 https://pypi.org/project/conda 2016-09-16 15:07:21.000 1094.0 203102.0 725889.0 https://anaconda.org/conda-forge/conda 2023-03-30 15:12:14.391 42345800.0 1.0
16 14 pylint PyCQA/pylint linters Its not just a linter that annoys you!. https://github.com/pylint-dev/pylint https://github.com/pylint-dev/pylint GPL-2.0 2015-12-09 05:40:02.000 2023-05-11 12:06:28.000 2023-05-11 11:23:27 8628.0 283.0 1008.0 74.0 3730.0 719.0 4220.0 4659.0 2023-05-06 16:36:23.720 2.17.4 174.0 524.0 43 True pylint-dev/pylint pylint conda-forge/pylint 382304.0 359760.0 https://pypi.org/project/pylint 2023-01-22 14:41:49.833 22544.0 13444333.0 13494484.0 https://anaconda.org/conda-forge/pylint 2023-05-06 18:27:40.178 4062296.0 1.0
17 15 mkdocs-material squidfunk/mkdocs-material documentation Documentation that simply works. https://github.com/squidfunk/mkdocs-material https://github.com/squidfunk/mkdocs-material MIT 2016-01-28 22:09:23.000 2023-05-10 23:58:52.000 2023-05-10 07:33:50 5246.0 238.0 2973.0 115.0 2345.0 29.0 1841.0 13789.0 2023-05-08 19:26:03.786 9.1.11 318.0 210.0 42 True mkdocs-material conda-forge/mkdocs-material ['mkdocs'] 32724.0 31954.0 https://pypi.org/project/mkdocs-material 2022-11-08 14:44:39.000 770.0 2309680.0 2314739.0 https://anaconda.org/conda-forge/mkdocs-material 2023-05-09 13:58:17.726 242832.0 1.0
18 16 pre-commit pre-commit/pre-commit others A framework for managing and maintaining multi-language pre-commit hooks. https://github.com/pre-commit/pre-commit https://github.com/pre-commit/pre-commit MIT 2014-03-13 00:39:38.000 2023-05-09 12:40:56.000 2023-05-09 12:40:54 2521.0 78.0 643.0 89.0 1079.0 19.0 1746.0 10342.0 2023-05-02 14:09:12.000 3.3.1 98.0 149.0 42 True pre-commit conda-forge/pre-commit 127567.0 127567.0 https://pypi.org/project/pre-commit 10381109.0 10453847.0 https://anaconda.org/conda-forge/pre-commit 2023-05-03 14:44:47.341 2993911.0 1.0 422119.0
19 17 pyinstaller pyinstaller/pyinstaller packaging Freeze (package) Python programs into stand-alone executables. https://github.com/pyinstaller/pyinstaller https://github.com/pyinstaller/pyinstaller GPL-2.0 2011-11-23 11:05:56.000 2023-05-11 06:12:29.000 2023-05-10 20:59:11 8740.0 84.0 1753.0 233.0 2148.0 271.0 4586.0 10257.0 2023-04-14 22:23:12.000 5.10.1 51.0 449.0 42 True pyinstaller conda-forge/pyinstaller 43059.0 43059.0 https://pypi.org/project/pyinstaller 1125249.0 1136911.0 https://anaconda.org/conda-forge/pyinstaller 2023-04-15 00:11:39.283 434603.0 1.0 737994.0
20 18 sphinx sphinx-doc/sphinx documentation The Sphinx documentation generator. https://github.com/sphinx-doc/sphinx https://github.com/sphinx-doc/sphinx 2015-01-02 10:53:28.000 2023-05-11 13:28:57.000 2023-05-11 13:28:57 20109.0 216.0 1809.0 145.0 4917.0 1145.0 5312.0 5398.0 2023-04-29 21:31:39.000 7.0.0 98.0 781.0 42 False sphinx conda-forge/sphinx ['sphinx'] 301665.0 301665.0 https://pypi.org/project/sphinx 8706154.0 8798909.0 https://anaconda.org/conda-forge/sphinx 2023-04-29 21:46:25.675 7513218.0 1.0
21 19 mkdocs mkdocs/mkdocs documentation Project documentation with Markdown. https://github.com/mkdocs/mkdocs https://github.com/mkdocs/mkdocs BSD-2-Clause 2014-01-11 21:05:21.000 2023-05-09 18:56:55.000 2023-05-09 18:56:54 1852.0 31.0 2239.0 232.0 1127.0 140.0 1682.0 16387.0 2023-05-02 21:20:08.317 1.4.3 56.0 238.0 41 True mkdocs conda-forge/mkdocs ['mkdocs'] 47819.0 43500.0 https://pypi.org/project/mkdocs 2022-11-01 18:34:05.525 4319.0 1616136.0 1619075.0 https://anaconda.org/conda-forge/mkdocs 2023-05-03 16:41:13.115 249866.0 1.0
22 20 robotframework robotframework/robotframework testing Generic automation framework for acceptance testing and RPA. https://github.com/robotframework/robotframework https://github.com/robotframework/robotframework Apache-2.0 2014-06-27 11:10:38.000 2023-05-11 12:14:33.000 2023-05-09 14:35:27 14036.0 184.0 2130.0 477.0 651.0 299.0 3849.0 8014.0 2023-01-08 19:24:02.000 6.0.2 69.0 181.0 41 True robotframework conda-forge/robotframework 7616.0 7616.0 https://pypi.org/project/robotframework 1593294.0 1595268.0 https://anaconda.org/conda-forge/robotframework 2023-01-12 19:48:17.751 126052.0 1.0 545.0
23 21 isort PyCQA/isort formatters A Python utility / library to sort imports. https://github.com/PyCQA/isort https://github.com/PyCQA/isort MIT 2013-09-02 22:22:53.000 2023-05-10 20:18:51.000 2023-04-01 17:51:24 4080.0 22.0 506.0 47.0 923.0 140.0 1061.0 5793.0 2023-01-30 09:41:30.000 5.11.5 100.0 283.0 41 True isort conda-forge/isort 382961.0 382961.0 https://pypi.org/project/isort 25284322.0 25341859.0 https://anaconda.org/conda-forge/isort 2023-02-01 23:25:16.111 4718106.0 2.0
24 22 virtualenv pypa/virtualenv virtual-envs Virtual Python Environment builder. https://github.com/pypa/virtualenv https://github.com/pypa/virtualenv MIT 2011-03-06 14:33:27.000 2023-05-08 22:30:16.000 2023-05-03 22:39:25 679.0 37.0 993.0 163.0 1257.0 77.0 1202.0 4458.0 2023-04-27 23:39:08.031 20.23.0 204.0 253.0 41 True virtualenv conda-forge/virtualenv 278193.0 260291.0 https://pypi.org/project/virtualenv 2023-02-28 18:51:08.315 17902.0 56379965.0 56438231.0 https://anaconda.org/conda-forge/virtualenv 2023-04-28 09:34:05.273 4311688.0 2.0
25 23 flake8 PyCQA/flake8 linters Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelders McCabe script. https://github.com/PyCQA/flake8 https://github.com/PyCQA/flake8 MIT 2014-09-13 17:06:24.000 2023-05-09 20:10:21.000 2023-05-09 12:33:31 2374.0 16.0 278.0 37.0 313.0 25.0 1486.0 2821.0 2022-11-23 19:29:25.198 6.0.0 87.0 172.0 40 True flake8 conda-forge/flake8 497656.0 452736.0 https://pypi.org/project/flake8 2022-11-23 19:29:25.198 44920.0 22150724.0 22224244.0 https://anaconda.org/conda-forge/flake8 2022-11-25 17:20:29.044 6102215.0 1.0
26 24 hypothesis HypothesisWorks/hypothesis testing Hypothesis is a powerful, flexible, and easy to use library for property-based testing. https://github.com/HypothesisWorks/hypothesis https://github.com/HypothesisWorks/hypothesis 2013-03-10 13:51:19.000 2023-05-10 18:39:13.000 2023-05-10 18:39:12 12957.0 215.0 534.0 69.0 2246.0 47.0 1341.0 6691.0 2023-04-26 08:30:52.000 hypothesis-python-6.74.0 667.0 311.0 39 False hypothesis conda-forge/hypothesis 20596.0 20596.0 https://pypi.org/project/hypothesis 5739410.0 5831573.0 https://anaconda.org/conda-forge/hypothesis 2023-05-05 00:44:49.493 7557429.0 1.0
27 25 tox tox-dev/tox testing Command line driven CI frontend and development task automation tool. https://github.com/tox-dev/tox https://github.com/tox-dev/tox MIT 2016-09-17 16:54:22.000 2023-05-08 17:41:14.000 2023-05-08 14:06:23 589.0 38.0 473.0 41.0 1300.0 80.0 1516.0 3260.0 2023-04-26 16:35:23.126 4.5.1 193.0 277.0 39 True tox conda-forge/tox ['pytest'] 120187.0 97982.0 https://pypi.org/project/tox 2023-02-21 17:41:11.947 22205.0 16580409.0 16590479.0 https://anaconda.org/conda-forge/tox 2023-01-18 22:31:34.228 684807.0 1.0
28 26 sentry-sdk getsentry/sentry-python logging The official Python SDK for Sentry.io. https://github.com/getsentry/sentry-python https://github.com/getsentry/sentry-python MIT 2018-06-18 22:51:10.000 2023-05-11 13:13:15.000 2023-05-11 08:10:25 1742.0 107.0 364.0 66.0 1172.0 181.0 711.0 1530.0 2023-05-08 12:23:00.000 1.22.2 101.0 169.0 39 True sentry-sdk conda-forge/sentry-sdk 42866.0 42866.0 https://pypi.org/project/sentry-sdk 19811044.0 19819206.0 https://anaconda.org/conda-forge/sentry-sdk 2023-04-28 21:06:11.878 436396.0 1.0 3583.0
29 27 Glances nicolargo/glances profiling Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. https://github.com/nicolargo/glances https://github.com/nicolargo/glances LGPL-3.0 2011-12-04 08:49:15.000 2023-05-11 13:16:42.000 2023-05-11 13:16:24 4845.0 237.0 1358.0 496.0 665.0 237.0 1445.0 22776.0 2023-01-14 15:00:47.000 3.3.1 92.0 171.0 38 True glances conda-forge/glances 697.0 646.0 https://pypi.org/project/glances 2023-01-17 07:15:06.065 51.0 169223.0 171470.0 https://anaconda.org/conda-forge/glances 2023-01-17 20:09:23.663 192153.0 1.0 1254.0
30 28 pip-tools jazzband/pip-tools dependency-managers A set of tools to keep your pinned Python dependencies fresh. https://github.com/jazzband/pip-tools https://github.com/jazzband/pip-tools BSD-3-Clause 2012-09-10 08:50:26.000 2023-05-10 14:16:01.000 2023-05-09 17:53:13 1887.0 26.0 501.0 104.0 899.0 124.0 812.0 6837.0 2023-04-07 16:47:19.000 6.13.0 62.0 187.0 38 True pip-tools conda-forge/pip-tools 19938.0 19938.0 https://pypi.org/project/pip-tools 8383681.0 8386013.0 https://anaconda.org/conda-forge/pip-tools 2023-04-07 19:35:02.377 86302.0 2.0 7.0
31 29 loguru Delgan/loguru logging Python logging made (stupidly) simple. https://github.com/Delgan/loguru https://github.com/Delgan/loguru MIT 2017-08-15 17:22:32.000 2023-05-05 19:14:19.000 2023-05-05 15:48:32 714.0 21.0 595.0 126.0 114.0 91.0 662.0 14858.0 2023-04-10 09:14:19.000 0.7.0 19.0 42.0 37 True loguru conda-forge/loguru 51847.0 51847.0 https://pypi.org/project/loguru 8693655.0 8716756.0 https://anaconda.org/conda-forge/loguru 2023-04-10 11:59:26.560 1178180.0 2.0
32 30 yapf google/yapf formatters A formatter for Python files. https://github.com/google/yapf https://github.com/google/yapf Apache-2.0 2015-03-18 18:22:31.000 2023-05-09 12:41:41.000 2023-05-05 00:20:55 1259.0 42.0 856.0 220.0 301.0 373.0 405.0 13215.0 25.0 147.0 37 True yapf conda-forge/yapf 75726.0 75726.0 https://pypi.org/project/yapf 3872410.0 3889466.0 https://anaconda.org/conda-forge/yapf 2023-05-01 01:43:30.917 1415681.0 2.0
33 31 pyright Microsoft/pyright linters Static Type Checker for Python. https://github.com/microsoft/pyright https://github.com/microsoft/pyright MIT 2019-03-12 03:38:46.000 2023-05-11 03:16:06.000 2023-05-11 03:13:50 6099.0 345.0 989.0 100.0 566.0 14.0 3989.0 10245.0 2023-05-10 05:37:47.000 1.1.307 100.0 92.0 37 True 501.0 501.0 533624.0 1.0 306.0 pyright https://www.npmjs.com/package/pyright 533605.0
34 32 jedi davidhalter/jedi refactoring Awesome autocompletion, static analysis and refactoring library for python. https://github.com/davidhalter/jedi https://github.com/davidhalter/jedi 2012-02-19 23:12:30.000 2023-04-21 21:55:14.000 2023-04-21 21:55:14 8352.0 22.0 476.0 114.0 577.0 50.0 1298.0 5415.0 21.0 163.0 37 False jedi conda-forge/jedi 300326.0 300326.0 https://pypi.org/project/jedi 19156095.0 19359469.0 https://anaconda.org/conda-forge/jedi 2022-11-22 16:27:48.875 16066546.0 1.0
35 33 bandit PyCQA/bandit security Bandit is a tool designed to find common security issues in Python code. https://github.com/PyCQA/bandit https://github.com/PyCQA/bandit Apache-2.0 2018-04-26 09:08:12.000 2023-05-11 12:45:12.000 2023-05-05 14:16:51 1306.0 16.0 516.0 67.0 378.0 162.0 446.0 5170.0 2023-03-10 01:02:04.000 1.7.5 12.0 166.0 37 True bandit conda-forge/bandit 41237.0 41237.0 https://pypi.org/project/bandit 3097427.0 3102235.0 https://anaconda.org/conda-forge/bandit 2023-03-11 07:26:25.891 230285.0 1.0 670.0
36 34 pycodestyle PyCQA/pycodestyle linters Simple Python style checker in one Python file. https://github.com/PyCQA/pycodestyle https://github.com/PyCQA/pycodestyle Saxpath 2009-10-02 00:43:37.000 2023-05-09 12:33:44.000 2023-05-09 12:33:43 1357.0 4.0 703.0 120.0 453.0 114.0 594.0 4836.0 2022-11-23 18:29:05.901 2.10.0 16.0 131.0 37 True pycodestyle conda-forge/pycodestyle 346614.0 335075.0 https://pypi.org/project/pycodestyle 2022-11-23 18:29:05.901 11539.0 28917841.0 28993895.0 https://anaconda.org/conda-forge/pycodestyle 2022-11-24 16:23:10.571 6312553.0 1.0
37 35 autopep8 hhatto/autopep8 formatters A tool that automatically formats Python code to conform to the PEP 8 style guide. https://github.com/hhatto/autopep8 https://github.com/hhatto/autopep8 MIT 2010-12-29 20:08:51.000 2023-03-19 12:06:00.000 2023-03-19 12:05:58 2819.0 9.0 279.0 72.0 219.0 110.0 353.0 4344.0 2023-03-03 09:22:25.000 2.0.2 23.0 57.0 37 True autopep8 conda-forge/autopep8 176111.0 176111.0 https://pypi.org/project/autopep8 3316424.0 3329990.0 https://anaconda.org/conda-forge/autopep8 2023-03-03 12:11:53.143 1126001.0 2.0
38 36 poetry python-poetry/poetry dependency-managers Python packaging and dependency management made easy. https://github.com/python-poetry/poetry https://github.com/python-poetry/poetry MIT 2018-02-28 15:23:47.000 2023-05-11 09:13:08.000 2023-05-11 08:28:45 2839.0 91.0 1919.0 186.0 2353.0 561.0 4381.0 24977.0 2023-04-02 16:02:08.000 1.4.2 100.0 453.0 36 True poetry conda-forge/poetry https://pypi.org/project/poetry 11450274.0 11717610.0 https://anaconda.org/conda-forge/poetry 2023-04-05 19:52:39.807 857401.0 2.0 -4.0 15087575.0
39 37 Nuitka Nuitka/Nuitka packaging Nuitka is a Python compiler written in Python. Its fully compatible with Python 2.6, 2.7, 3.4, 3.5, 3.6, 3.7, 3.8,.. https://github.com/Nuitka/Nuitka https://github.com/Nuitka/Nuitka Apache-2.0 2013-04-23 15:40:33.000 2023-05-10 13:36:32.000 2023-05-08 14:01:28 10805.0 413.0 467.0 128.0 303.0 220.0 1609.0 8748.0 161.0 136.0 36 True nuitka conda-forge/nuitka 1209.0 1209.0 https://pypi.org/project/nuitka 67029.0 72863.0 https://anaconda.org/conda-forge/nuitka 2023-04-26 10:38:26.081 495944.0 1.0
40 38 buildbot buildbot/buildbot build-tools Python-based continuous integration testing framework; your pull requests are more than welcome!. https://github.com/buildbot/buildbot https://github.com/buildbot/buildbot GPL-2.0 2010-07-06 17:56:53.000 2023-05-08 12:41:38.000 2023-05-06 20:14:57 23635.0 213.0 1466.0 202.0 5335.0 674.0 799.0 5036.0 2023-04-17 01:18:25.000 3.8.0 58.0 838.0 36 True buildbot conda-forge/buildbot 323.0 323.0 https://pypi.org/project/buildbot 32475.0 34701.0 https://anaconda.org/conda-forge/buildbot 2023-04-17 03:32:51.191 79014.0 1.0 30189.0
41 39 twine pypa/twine build-tools Utilities for interacting with PyPI. https://github.com/pypa/twine https://github.com/pypa/twine Apache-2.0 2013-08-13 15:39:39.000 2023-05-06 14:40:18.000 2023-05-06 14:40:18 1079.0 3.0 281.0 35.0 530.0 45.0 410.0 1417.0 2022-12-01 01:51:31.000 4.0.2 25.0 116.0 36 True twine conda-forge/twine 89076.0 89076.0 https://pypi.org/project/twine 3889908.0 3899165.0 https://anaconda.org/conda-forge/twine 2022-12-01 12:45:16.522 749841.0 1.0
42 40 invoke pyinvoke/invoke build-tools Pythonic task management & command execution. https://github.com/pyinvoke/invoke https://github.com/pyinvoke/invoke BSD-2-Clause 2012-02-29 23:59:23.000 2023-05-09 14:57:21.822 2023-05-02 02:11:05 3680.0 42.0 341.0 96.0 241.0 290.0 396.0 3944.0 22.0 58.0 35 True invoke conda-forge/invoke 20352.0 20352.0 https://pypi.org/project/invoke 4947502.0 4958046.0 https://anaconda.org/conda-forge/invoke 2023-05-09 14:57:21.822 896283.0 2.0
43 41 rope python-rope/rope refactoring a python refactoring library. https://github.com/python-rope/rope https://github.com/python-rope/rope LGPL-3.0 2013-11-30 15:30:20.000 2023-05-05 07:09:09.431 2023-05-05 05:10:46 3141.0 21.0 165.0 26.0 344.0 72.0 224.0 1601.0 2023-05-05 05:10:01.991 1.8.0 82.0 77.0 35 True rope conda-forge/rope 64463.0 62820.0 https://pypi.org/project/rope 2023-01-17 02:39:01.107 1643.0 597910.0 613378.0 https://anaconda.org/conda-forge/rope 2023-05-05 07:09:09.431 1129217.0 1.0
44 42 python-json-logger madzak/python-json-logger logging Json Formatter for the standard python logger. https://github.com/madzak/python-json-logger https://github.com/madzak/python-json-logger BSD-2-Clause 2011-12-27 05:12:26.000 2023-04-26 12:28:32.000 2023-02-28 17:40:55 262.0 21.0 203.0 26.0 82.0 5.0 89.0 1486.0 2023-02-21 17:39:43.000 2.0.7 10.0 63.0 35 True python-json-logger conda-forge/python-json-logger 48620.0 48620.0 https://pypi.org/project/python-json-logger 15356517.0 15405303.0 https://anaconda.org/conda-forge/python-json-logger 2023-02-22 15:29:12.361 3561415.0 2.0
45 43 pipreqs bndr/pipreqs dependency-managers pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this.. https://github.com/bndr/pipreqs https://github.com/bndr/pipreqs Apache-2.0 2015-04-22 16:38:14.000 2023-04-18 11:41:01.000 2023-04-14 07:08:49 336.0 16.0 338.0 61.0 143.0 131.0 97.0 5123.0 2023-04-14 07:11:09.000 0.4.13 6.0 59.0 34 True pipreqs conda-forge/pipreqs 18794.0 18794.0 https://pypi.org/project/pipreqs 2323266.0 2323710.0 https://anaconda.org/conda-forge/pipreqs 2023-04-14 08:24:42.847 35528.0 2.0
46 44 mimesis lk-geimfari/mimesis testing Mimesis is a robust data generator for Python, capable of rapidly producing large volumes of synthetic data for.. https://github.com/lk-geimfari/mimesis https://github.com/lk-geimfari/mimesis MIT 2016-09-09 21:41:22.000 2023-05-11 10:57:25.000 2023-05-04 17:55:26 2449.0 118.0 307.0 61.0 1014.0 6.0 309.0 3964.0 2023-04-30 12:40:02.000 9.0.0 45.0 115.0 34 True mimesis conda-forge/mimesis 1323.0 1323.0 https://pypi.org/project/mimesis 117405.0 120741.0 https://anaconda.org/conda-forge/mimesis 2023-04-30 13:20:15.821 113281.0 1.0 402.0
47 45 structlog hynek/structlog logging Simple, powerful, and fast logging for Python. https://github.com/hynek/structlog https://github.com/hynek/structlog 2013-08-13 15:55:58.000 2023-05-10 09:21:08.000 2023-05-01 22:47:53 1333.0 26.0 178.0 34.0 238.0 29.0 242.0 2548.0 2023-04-06 12:17:40.000 23.1.0 12.0 97.0 34 False structlog conda-forge/structlog 8279.0 8279.0 https://pypi.org/project/structlog 7937811.0 7941438.0 https://anaconda.org/conda-forge/structlog 2022-07-28 13:23:10.469 297457.0 2.0
48 46 wemake-python-styleguide wemake-services/wemake-python-styleguide linters The strictest and most opinionated python linter ever!. https://github.com/wemake-services/wemake-python-styleguide https://github.com/wemake-services/wemake-python-styleguide MIT 2018-03-09 21:04:25.000 2023-05-11 03:00:14.000 2023-05-05 07:34:53 2189.0 39.0 368.0 26.0 1587.0 113.0 958.0 2213.0 2022-09-27 22:22:25.120 0.17.0 55.0 180.0 34 True wemake-python-styleguide 14577.0 14526.0 https://pypi.org/project/wemake-python-styleguide 2022-09-27 22:22:25.120 51.0 271315.0 271315.0 2.0
49 47 prospector PyCQA/prospector code-metrics Inspects Python source files and provides information about type and location of classes, methods etc. https://github.com/PyCQA/prospector https://github.com/PyCQA/prospector GPL-2.0 2013-08-05 07:26:30.000 2023-05-09 20:05:26.309 2023-05-07 13:12:23 1371.0 28.0 161.0 35.0 254.0 53.0 305.0 1800.0 2023-02-15 20:46:15.689 1.9.0 121.0 88.0 34 True prospector conda-forge/prospector 4991.0 4226.0 https://pypi.org/project/prospector 2023-01-10 19:32:09.781 765.0 681200.0 682050.0 https://anaconda.org/conda-forge/prospector 2023-05-09 20:05:26.309 68930.0 1.0
50 48 pytest-cov pytest-dev/pytest-cov testing Coverage plugin for pytest. https://github.com/pytest-dev/pytest-cov https://github.com/pytest-dev/pytest-cov MIT 2014-04-17 20:01:12.000 2023-04-30 09:57:08.000 2023-02-28 12:05:33 910.0 2.0 196.0 36.0 236.0 126.0 237.0 1426.0 2022-09-28 18:41:46.166 4.0.0 44.0 82.0 34 True pytest-cov conda-forge/pytest-cov ['pytest'] 284667.0 250913.0 https://pypi.org/project/pytest-cov 2022-09-28 18:41:46.166 33754.0 22622764.0 22719840.0 https://anaconda.org/conda-forge/pytest-cov 2022-09-29 00:56:23.882 8348596.0 1.0
51 49 pyflakes PyCQA/pyflakes linters A simple program which checks Python source files for errors. https://github.com/PyCQA/pyflakes https://github.com/PyCQA/pyflakes MIT 2014-04-07 06:19:46.000 2023-04-25 23:37:23.000 2023-04-25 23:37:22 556.0 1.0 169.0 27.0 289.0 56.0 447.0 1262.0 2022-11-24 16:55:02.246 3.0.1 36.0 84.0 34 True pyflakes conda-forge/pyflakes 235801.0 222050.0 https://pypi.org/project/pyflakes 2022-11-24 16:55:02.246 13751.0 20743390.0 20816735.0 https://anaconda.org/conda-forge/pyflakes 2022-11-24 20:00:59.834 6087644.0 2.0
52 50 packaging pypa/packaging packaging Core utilities for Python packages. https://github.com/pypa/packaging https://github.com/pypa/packaging 2014-05-15 22:49:43.000 2023-05-04 03:47:22.000 2023-04-13 03:58:34 643.0 6.0 200.0 26.0 376.0 64.0 251.0 491.0 2023-04-12 16:11:39.000 23.1 18.0 88.0 34 False packaging conda-forge/packaging 705289.0 705289.0 https://pypi.org/project/packaging 153034681.0 153413167.0 https://anaconda.org/conda-forge/packaging 2023-04-12 22:06:30.481 31413067.0 2.0 707.0
53 51 wheel pypa/wheel build-tools The official binary distribution format for Python. https://github.com/pypa/wheel https://github.com/pypa/wheel MIT 2016-07-16 23:19:28.580 2023-05-09 07:19:04.000 2023-05-09 07:19:03 862.0 31.0 117.0 28.0 167.0 31.0 333.0 406.0 29.0 71.0 34 True wheel conda-forge/wheel 207350.0 207350.0 https://pypi.org/project/wheel 171683246.0 172458599.0 https://anaconda.org/conda-forge/wheel 2023-03-14 16:43:24.949 63578967.0 2.0
54 52 pyenv pyenv/pyenv virtual-envs Simple Python version management. https://github.com/pyenv/pyenv https://github.com/pyenv/pyenv MIT 2012-08-31 06:57:52.000 2023-04-30 05:16:28.000 2023-04-30 05:16:28 3091.0 44.0 2770.0 382.0 947.0 32.0 1569.0 31800.0 2023-04-06 03:59:00.000 2.3.17 73.0 418.0 33 True pyenv 1.0 https://pypi.org/project/pyenv 2019-01-12 14:49:22.000 1.0 9703.0 9703.0 2.0
55 53 pyautogui asweigart/pyautogui testing A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard. https://github.com/asweigart/pyautogui https://github.com/asweigart/pyautogui BSD-3-Clause 2014-07-17 23:30:38.000 2023-04-28 13:30:26.000 2021-09-14 17:41:07 402.0 1038.0 182.0 148.0 403.0 222.0 8066.0 11.0 51.0 33 False pyautogui conda-forge/pyautogui 23205.0 23205.0 https://pypi.org/project/pyautogui 599388.0 602278.0 https://anaconda.org/conda-forge/pyautogui 2022-09-10 02:31:57.039 190770.0 2.0
56 54 pipx pypa/pipx dependency-managers Install and Run Python Applications in Isolated Environments. https://github.com/pypa/pipx https://github.com/pypa/pipx MIT 2018-10-06 18:47:46.000 2023-05-03 19:00:14.000 2023-04-22 12:17:10 558.0 19.0 285.0 72.0 428.0 127.0 430.0 6401.0 2023-03-12 06:23:00.522 1.2.0 52.0 91.0 33 True pipx conda-forge/pipx 1212.0 1198.0 https://pypi.org/project/pipx 2022-05-28 04:17:00.000 14.0 720268.0 721709.0 https://anaconda.org/conda-forge/pipx 2023-03-13 16:16:53.369 24295.0 3.0 569.0
57 55 pyarmor dashingsoft/pyarmor security A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts. https://github.com/dashingsoft/pyarmor https://github.com/dashingsoft/pyarmor SGI-B-2.0 2017-08-26 04:11:53.000 2023-05-11 04:47:48.000 2023-05-11 04:47:43 3986.0 437.0 231.0 44.0 38.0 11.0 1085.0 2200.0 2023-05-09 14:15:37.773 8.2.0 306.0 29.0 33 False pyarmor 831.0 807.0 https://pypi.org/project/pyarmor 2022-12-11 06:32:00.693 24.0 167858.0 167858.0 2.0
58 56 pytest-mock pytest-dev/pytest-mock testing Thin-wrapper around the mock package for easier use with pytest. https://github.com/pytest-dev/pytest-mock https://github.com/pytest-dev/pytest-mock MIT 2014-07-17 00:40:32.000 2023-05-09 17:38:30.000 2023-05-09 17:38:30 550.0 15.0 123.0 35.0 223.0 13.0 124.0 1584.0 2022-10-05 18:54:14.310 3.10.0 58.0 64.0 33 True pytest-mock conda-forge/pytest-mock ['pytest'] 67343.0 62303.0 https://pypi.org/project/pytest-mock 2022-10-05 18:54:14.310 5040.0 10412999.0 10437903.0 https://anaconda.org/conda-forge/pytest-mock 2022-10-06 14:14:09.423 2042133.0 2.0
59 57 pytest-asyncio pytest-dev/pytest-asyncio testing Asyncio support for pytest. https://github.com/pytest-dev/pytest-asyncio https://github.com/pytest-dev/pytest-asyncio Apache-2.0 2015-04-11 00:18:05.000 2023-05-09 15:46:24.000 2023-05-09 15:46:22 418.0 38.0 120.0 37.0 305.0 28.0 209.0 1138.0 2023-03-19 10:29:04.493 0.21.0 36.0 41.0 33 True pytest-asyncio conda-forge/pytest-asyncio ['pytest'] 1156.0 https://pypi.org/project/pytest-asyncio 2022-12-08 12:30:00.681 1156.0 6517788.0 6540238.0 https://anaconda.org/conda-forge/pytest-asyncio 2023-03-19 13:23:50.028 1616071.0 2.0 5.0 86.0
60 58 parso davidhalter/parso linters A Python Parser. https://github.com/davidhalter/parso https://github.com/davidhalter/parso MIT 2017-05-08 20:14:30.000 2023-03-12 13:12:02.000 2023-02-14 00:43:52 1110.0 6.0 92.0 23.0 106.0 9.0 104.0 538.0 2021-11-30 21:05:47.000 0.8.3 26.0 46.0 33 True parso conda-forge/parso 305063.0 299058.0 https://pypi.org/project/parso 2021-11-30 21:05:47.000 6005.0 17955754.0 18166528.0 https://anaconda.org/conda-forge/parso 2021-12-01 05:04:36.494 13700335.0 2.0
61 59 py-spy benfred/py-spy profiling Sampling profiler for Python programs. https://github.com/benfred/py-spy https://github.com/benfred/py-spy MIT 2018-08-01 02:22:15.000 2023-05-10 02:27:29.000 2022-12-09 01:08:31 462.0 349.0 116.0 279.0 114.0 183.0 10233.0 2022-09-07 22:01:08.223 0.3.14 38.0 31.0 32 True py-spy conda-forge/py-spy 2627.0 2582.0 https://pypi.org/project/py-spy 2022-09-07 22:00:23.982 44.0 3099401.0 3110627.3333333335 https://anaconda.org/conda-forge/py-spy 2022-09-09 07:18:41.721 436346.0 2.0 12072.0 py-spy https://crates.io/crates/py-spy 2022-09-07 22:01:08.223 1.0 817.3333333333334 405607.0
62 60 playwright-python microsoft/playwright-python testing Python version of the Playwright testing and automation library. https://github.com/microsoft/playwright-python https://github.com/microsoft/playwright-python Apache-2.0 2020-07-01 15:28:13.000 2023-05-11 08:02:41.000 2023-05-09 20:11:15 636.0 28.0 711.0 121.0 719.0 40.0 975.0 8591.0 2023-05-03 11:23:01.502 1.33.0 97.0 32.0 32 True playwright 186.0 https://pypi.org/project/playwright 2023-01-25 17:35:13.011 186.0 1355298.0 1355298.0 2.0
63 61 PDM pdm-project/pdm dependency-managers A modern Python package and dependency manager supporting the latest PEP standards. https://github.com/pdm-project/pdm https://github.com/pdm-project/pdm MIT 2019-12-27 03:50:57.000 2023-05-11 11:44:32.000 2023-05-11 11:36:32 2264.0 124.0 214.0 30.0 670.0 24.0 1029.0 4512.0 2023-05-10 03:28:51.000 2.6.1 100.0 110.0 32 True pdm conda-forge/pdm 126.0 126.0 https://pypi.org/project/pdm 188139.0 194285.0 https://anaconda.org/conda-forge/pdm 2023-05-10 06:08:26.595 122939.0 3.0 3.0
64 62 pytype google/pytype linters A static type analyzer for Python code. https://github.com/google/pytype https://github.com/google/pytype Apache-2.0 2015-03-18 20:52:08.000 2023-05-11 08:32:15.000 2023-05-08 20:34:45 5972.0 155.0 273.0 56.0 813.0 117.0 491.0 4204.0 2023-05-09 01:45:01.160 2023.5.8 172.0 92.0 32 True pytype conda-forge/pytype 132.0 https://pypi.org/project/pytype 2023-01-31 21:44:41.768 132.0 259326.0 263689.0 https://anaconda.org/conda-forge/pytype 2023-05-09 19:10:21.983 157088.0 2.0
65 63 pudb inducer/pudb debugging Full-screen console debugger for Python. https://github.com/inducer/pudb https://github.com/inducer/pudb MIT 2011-05-13 23:44:30.000 2023-04-30 21:28:12.000 2023-04-30 21:28:12 1201.0 4.0 216.0 48.0 265.0 157.0 167.0 2662.0 2022-11-03 17:20:34.545 2022.1.3 76.0 92.0 32 True pudb conda-forge/pudb 5518.0 4762.0 https://pypi.org/project/pudb 2022-11-03 17:20:34.545 756.0 209702.0 212293.0 https://anaconda.org/conda-forge/pudb 2022-11-04 08:31:30.859 212527.0 1.0
66 64 ipdb gotcha/ipdb debugging Integration of IPython pdb. https://github.com/gotcha/ipdb https://github.com/gotcha/ipdb BSD-3-Clause 2011-01-15 17:51:47.000 2023-04-11 09:56:01.000 2023-04-11 09:56:01 379.0 8.0 146.0 28.0 83.0 60.0 127.0 1699.0 2023-03-09 15:41:00.602 0.13.13 46.0 57.0 32 True ipdb conda-forge/ipdb 53537.0 44596.0 https://pypi.org/project/ipdb 2022-12-13 15:37:01.965 8941.0 2348098.0 2352456.0 https://anaconda.org/conda-forge/ipdb 2023-03-23 21:56:15.404 357382.0 1.0
67 65 scons SCons/scons build-tools SCons - a software construction tool. https://github.com/SCons/scons https://github.com/SCons/scons MIT 2017-03-23 22:12:34.579 2023-05-11 13:01:49.000 2023-05-09 19:48:42 8615.0 80.0 271.0 61.0 972.0 638.0 2718.0 1686.0 2023-03-21 16:25:11.000 4.5.2 18.0 148.0 32 True scons conda-forge/scons https://pypi.org/project/scons 1216293.0 1222178.0 https://anaconda.org/conda-forge/scons 2023-03-22 07:57:20.421 433668.0 2.0 1271.0
68 66 tabulate astanin/python-tabulate logging Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from.. https://github.com/astanin/python-tabulate https://github.com/astanin/python-tabulate MIT 2016-05-01 20:47:06.376 2023-04-30 10:08:19.000 2023-04-30 10:08:19 610.0 1.0 129.0 22.0 87.0 50.0 129.0 1645.0 13.0 84.0 32 True tabulate conda-forge/tabulate 117975.0 117975.0 https://pypi.org/project/tabulate 45679886.0 45737167.0 https://anaconda.org/conda-forge/tabulate 2022-10-07 10:29:50.640 4811604.0 2.0
69 67 radon rubik/radon code-metrics Various code metrics for Python code. https://github.com/rubik/radon https://github.com/rubik/radon MIT 2012-09-20 18:58:58.000 2023-05-09 07:41:22.000 2023-03-26 13:44:46 538.0 11.0 101.0 31.0 81.0 20.0 145.0 1443.0 2023-03-26 06:25:00.948 6.0.1 56.0 56.0 32 True radon conda-forge/radon 4615.0 3981.0 https://pypi.org/project/radon 2021-08-08 13:25:20.000 634.0 449165.0 450029.0 https://anaconda.org/conda-forge/radon 2021-09-07 09:02:03.415 57920.0 2.0
70 68 progressbar2 WoLpH/python-progressbar logging Progressbar 2 - A progress bar for Python 2 and Python 3 - pip install progressbar2. https://github.com/wolph/python-progressbar https://github.com/wolph/python-progressbar BSD-3-Clause 2012-02-20 06:19:21.000 2023-04-25 20:45:24.000 2023-03-18 11:25:49 975.0 3.0 96.0 21.0 66.0 11.0 200.0 813.0 2022-10-26 13:47:55.000 4.2.0 44.0 42.0 32 True progressbar2 conda-forge/progressbar2 28118.0 28118.0 https://pypi.org/project/progressbar2 15661240.0 15672368.0 https://anaconda.org/conda-forge/progressbar2 2022-10-27 07:36:32.452 877049.0 2.0 1874.0
71 69 pytest-html pytest-dev/pytest-html testing Plugin for generating HTML reports for pytest results. https://github.com/pytest-dev/pytest-html https://github.com/pytest-dev/pytest-html 2015-04-14 19:22:42.000 2023-05-11 06:45:49.000 2023-05-03 20:16:39 460.0 47.0 202.0 23.0 318.0 119.0 211.0 587.0 2022-11-11 08:16:56.000 3.2.0 20.0 48.0 32 False pytest-html conda-forge/pytest-html ['pytest'] 33101.0 33101.0 https://pypi.org/project/pytest-html 3164966.0 3170691.0 https://anaconda.org/conda-forge/pytest-html 2022-10-25 19:38:16.703 412251.0 2.0
72 70 memray bloomberg/memray profiling Memray is a memory profiler for Python. https://github.com/bloomberg/memray https://github.com/bloomberg/memray Apache-2.0 2022-04-08 18:04:11.000 2023-05-08 19:10:01.000 2023-05-01 20:31:54 1005.0 74.0 310.0 56.0 232.0 20.0 90.0 10517.0 2023-02-21 20:02:22.000 1.7.0 11.0 32.0 31 True memray conda-forge/memray 145.0 145.0 https://pypi.org/project/memray 82194.0 84985.0 https://anaconda.org/conda-forge/memray 2023-02-22 05:53:10.527 36285.0 2.0
73 71 pyre-check facebook/pyre-check linters Performant type-checking for python. https://github.com/facebook/pyre-check https://github.com/facebook/pyre-check MIT 2017-11-10 17:31:36.000 2023-05-11 13:28:07.000 2023-05-11 00:59:28 14175.0 589.0 412.0 111.0 356.0 137.0 237.0 6337.0 2023-02-14 00:24:14.000 0.9.18 11.0 243.0 31 True pyre-check https://pypi.org/project/pyre-check 57958.0 57958.0 2.0
74 72 nodeenv ekalinin/nodeenv virtual-envs Virtual environment for Node.js & integrator with virtualenv. https://github.com/ekalinin/nodeenv https://github.com/ekalinin/nodeenv 2011-03-29 15:28:56.000 2023-05-08 22:09:36.000 2023-05-08 22:09:35 680.0 8.0 175.0 35.0 155.0 43.0 134.0 1571.0 2022-06-25 15:42:15.000 1.7.0 45.0 91.0 31 False nodeenv conda-forge/nodeenv 45524.0 45524.0 https://pypi.org/project/nodeenv 10286268.0 10322900.0 https://anaconda.org/conda-forge/nodeenv 2022-06-25 20:07:06.831 2490992.0 2.0
75 73 mkdocstrings mkdocstrings/mkdocstrings documentation Automatic documentation from sources, for MkDocs. https://github.com/mkdocstrings/mkdocstrings https://github.com/mkdocstrings/mkdocstrings ISC 2019-12-09 18:09:09.000 2023-05-01 15:23:58.000 2023-05-01 15:23:56 565.0 17.0 91.0 11.0 155.0 52.0 287.0 1210.0 2023-01-19 23:00:14.000 0.20.0 15.0 36.0 31 True mkdocstrings conda-forge/mkdocstrings ['mkdocs'] 7673.0 7673.0 https://pypi.org/project/mkdocstrings 358528.0 360509.0 https://anaconda.org/conda-forge/mkdocstrings 2023-04-07 10:32:53.843 61425.0 2.0
76 74 pytest-bdd pytest-dev/pytest-bdd testing BDD library for the py.test runner. https://github.com/pytest-dev/pytest-bdd https://github.com/pytest-dev/pytest-bdd MIT 2013-03-29 07:27:43.000 2023-05-09 05:14:52.000 2023-04-04 06:58:55 1023.0 8.0 185.0 55.0 318.0 104.0 190.0 1156.0 2022-11-09 16:51:21.000 6.1.1 4.0 54.0 31 True pytest-bdd conda-forge/pytest-bdd ['pytest'] 2802.0 2802.0 https://pypi.org/project/pytest-bdd 711844.0 712946.0 https://anaconda.org/conda-forge/pytest-bdd 2020-02-03 16:53:59.114 52923.0 2.0
77 75 pytest-sugar Teemu/pytest-sugar testing a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail.. https://github.com/Teemu/pytest-sugar https://github.com/Teemu/pytest-sugar BSD-3-Clause 2013-06-25 21:09:27.000 2023-05-03 14:12:17.000 2023-04-10 11:51:09 424.0 14.0 70.0 17.0 159.0 22.0 90.0 1067.0 2023-04-10 11:18:29.000 0.9.7 29.0 48.0 31 True pytest-sugar conda-forge/pytest-sugar ['pytest'] 24842.0 22107.0 https://pypi.org/project/pytest-sugar 2022-11-05 08:06:05.737 2735.0 846478.0 849158.0 https://anaconda.org/conda-forge/pytest-sugar 2023-04-10 13:13:03.642 184728.0 2.0 3.0
78 76 nox theacodes/nox testing Flexible test automation for Python. https://github.com/wntrblm/nox https://github.com/wntrblm/nox Apache-2.0 2016-02-24 04:02:58.000 2023-04-29 21:25:10.082 2023-04-23 01:30:43 524.0 12.0 131.0 24.0 395.0 49.0 265.0 1058.0 2023-04-23 01:43:49.000 2023.04.22 25.0 86.0 31 True wntrblm/nox nox conda-forge/nox ['pytest'] 3993.0 3993.0 https://pypi.org/project/nox 1056058.0 1059155.0 https://anaconda.org/conda-forge/nox 2023-04-29 21:25:10.082 170385.0 2.0
79 77 pydocstyle PyCQA/pydocstyle linters docstring style checker. https://github.com/PyCQA/pydocstyle https://github.com/PyCQA/pydocstyle MIT 2012-01-31 17:18:23.000 2023-02-10 09:37:04.000 2023-01-17 20:27:44 742.0 188.0 20.0 313.0 111.0 222.0 1044.0 2023-01-17 20:31:11.783 6.3.0 22.0 89.0 31 True pydocstyle conda-forge/pydocstyle 57489.0 54703.0 https://pypi.org/project/pydocstyle 2023-01-17 20:31:11.783 2786.0 3125106.0 3141712.0 https://anaconda.org/conda-forge/pydocstyle 2023-01-17 23:20:42.339 1361767.0 2.0 60.0
80 78 prettytable jazzband/prettytable logging Display tabular data in a visually appealing ASCII table format. https://github.com/jazzband/prettytable https://github.com/jazzband/prettytable BSD-1-Clause 2016-01-15 02:39:17.000 2023-05-08 23:43:28.000 2023-04-10 09:23:04 514.0 8.0 123.0 21.0 133.0 31.0 81.0 1020.0 2023-04-10 09:07:08.837 3.7.0 29.0 53.0 31 False prettytable conda-forge/prettytable 44199.0 43205.0 https://pypi.org/project/prettytable 2023-01-09 20:56:32.595 994.0 8408394.0 8421497.0 https://anaconda.org/conda-forge/prettytable 2023-04-11 08:30:15.746 1087624.0 2.0
81 79 flake8-bugbear PyCQA/flake8-bugbear linters A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that dont belong in.. https://github.com/PyCQA/flake8-bugbear https://github.com/PyCQA/flake8-bugbear MIT 2016-03-15 20:54:43.000 2023-05-09 23:57:41.000 2023-05-09 23:53:56 310.0 23.0 91.0 8.0 193.0 48.0 142.0 935.0 2023-05-10 00:00:02.878 23.5.9 58.0 73.0 31 True flake8-bugbear conda-forge/flake8-bugbear ['flake8'] 32350.0 31917.0 https://pypi.org/project/flake8-bugbear 2023-01-20 21:20:01.679 433.0 1838595.0 1854064.0 https://anaconda.org/conda-forge/flake8-bugbear 2023-03-23 17:22:10.646 696138.0 2.0
82 80 asv airspeed-velocity/asv testing Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. https://github.com/airspeed-velocity/asv https://github.com/airspeed-velocity/asv BSD-3-Clause 2013-11-07 20:43:31.000 2023-05-07 16:26:00.000 2023-05-02 10:17:02 2155.0 132.0 158.0 21.0 762.0 135.0 393.0 772.0 2022-02-06 14:17:08.000 0.5.1 13.0 73.0 31 True asv conda-forge/asv 927.0 927.0 https://pypi.org/project/asv 20248.0 29556.0 https://anaconda.org/conda-forge/asv 2022-11-04 11:34:14.554 707441.0 2.0
83 81 alabaster bitprophet/alabaster documentation Lightweight, configurable Sphinx theme. https://github.com/sphinx-doc/alabaster https://github.com/sphinx-doc/alabaster 2013-12-07 00:03:15.000 2023-04-30 12:05:23.000 2023-04-21 00:12:44 383.0 10.0 171.0 30.0 88.0 62.0 56.0 690.0 6.0 29.0 31 False sphinx-doc/alabaster alabaster conda-forge/alabaster ['sphinx'] 96335.0 96335.0 https://pypi.org/project/alabaster 6256169.0 6328828.0 https://anaconda.org/conda-forge/alabaster 2023-01-13 21:36:23.432 5958055.0 2.0
84 82 sphinx-autodoc-typehints tox-dev/sphinx-autodoc-typehints documentation Type hints support for the Sphinx autodoc extension. https://github.com/tox-dev/sphinx-autodoc-typehints https://github.com/tox-dev/sphinx-autodoc-typehints MIT 2015-09-21 20:41:41.000 2023-05-08 17:42:03.000 2023-05-03 22:39:02 305.0 13.0 92.0 10.0 188.0 27.0 139.0 485.0 2023-04-13 18:32:10.000 1.23.0 35.0 52.0 31 True sphinx-autodoc-typehints conda-forge/sphinx-autodoc-typehints ['sphinx'] 35682.0 35682.0 https://pypi.org/project/sphinx-autodoc-typehints 1354283.0 1361740.0 https://anaconda.org/conda-forge/sphinx-autodoc-typehints 2023-01-25 17:54:59.740 492186.0 2.0
85 83 Scalene plasma-umass/scalene profiling Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization.. https://github.com/plasma-umass/scalene https://github.com/plasma-umass/scalene Apache-2.0 2019-12-17 20:56:28.000 2023-05-10 00:07:23.000 2023-04-25 15:44:10 2953.0 30.0 250.0 70.0 217.0 136.0 218.0 7664.0 2023-04-20 20:02:50.000 1.5.21.2 142.0 39.0 30 True scalene 446.0 442.0 https://pypi.org/project/scalene 2023-01-06 20:40:06.239 4.0 15160.0 15160.0 2.0
86 84 pyinstrument joerick/pyinstrument profiling Call stack profiler for Python. Shows you why your code is slow!. https://github.com/joerick/pyinstrument https://github.com/joerick/pyinstrument BSD-3-Clause 2014-03-13 17:53:13.000 2023-05-10 11:43:18.000 2023-05-06 22:57:40 829.0 20.0 219.0 55.0 127.0 18.0 97.0 5298.0 2022-11-05 12:02:04.078 4.4.0 39.0 48.0 30 True pyinstrument conda-forge/pyinstrument 1574.0 1457.0 https://pypi.org/project/pyinstrument 2022-11-05 12:02:04.078 117.0 435904.0 438346.0 https://anaconda.org/conda-forge/pyinstrument 2022-11-05 17:20:23.957 195385.0 2.0
87 85 pex pantsbuild/pex packaging A library and tool for generating .pex (Python EXecutable) files. https://github.com/pantsbuild/pex https://github.com/pantsbuild/pex Apache-2.0 2014-07-21 17:06:12.000 2023-05-06 01:47:37.000 2023-05-06 01:46:06 1331.0 46.0 234.0 55.0 1106.0 147.0 880.0 2318.0 2023-05-06 01:48:55.000 2.1.136 100.0 113.0 30 True pex https://pypi.org/project/pex 776100.0 894120.0 2.0 2950517.0
88 86 flit pypa/flit build-tools Simplified packaging of Python modules. https://github.com/pypa/flit https://github.com/pypa/flit BSD-3-Clause 2015-03-13 21:22:27.000 2023-05-08 06:13:44.000 2023-05-06 20:35:27 1153.0 11.0 112.0 33.0 263.0 107.0 269.0 1946.0 21.0 66.0 30 True flit conda-forge/flit 1394.0 1394.0 https://pypi.org/project/flit 142356.0 144433.0 https://anaconda.org/conda-forge/flit 2022-11-06 11:38:49.501 155821.0 3.0
89 87 briefcase beeware/briefcase packaging Tools to support converting a Python project into a standalone native application. https://github.com/beeware/briefcase https://github.com/beeware/briefcase BSD-3-Clause 2015-07-28 15:20:03.000 2023-05-11 02:43:49.000 2023-05-09 02:08:17 2980.0 492.0 266.0 42.0 612.0 104.0 491.0 1711.0 2023-04-12 04:05:00.862 0.3.14 48.0 121.0 30 True briefcase 17.0 https://pypi.org/project/briefcase 2023-01-30 02:23:00.441 17.0 5764.0 5766.0 2.0 108.0
90 88 pyelftools eliben/pyelftools debugging Parsing ELF and DWARF in Python. https://github.com/eliben/pyelftools https://github.com/eliben/pyelftools Unlicense 2013-06-08 22:55:54.000 2023-04-21 13:18:12.000 2023-04-21 13:17:49 643.0 5.0 465.0 70.0 257.0 68.0 146.0 1658.0 10.0 91.0 30 True pyelftools conda-forge/pyelftools 5705.0 5157.0 https://pypi.org/project/pyelftools 2022-08-10 21:45:29.337 548.0 2229144.0 2230627.0 https://anaconda.org/conda-forge/pyelftools 2022-10-29 13:21:01.531 127566.0 2.0
91 89 doit pydoit/doit build-tools task management & automation tool. https://github.com/pydoit/doit https://github.com/pydoit/doit MIT 2014-02-14 22:21:23.000 2023-05-10 13:59:56.000 2023-01-16 03:40:03 1483.0 161.0 53.0 162.0 78.0 215.0 1590.0 10.0 65.0 30 True doit conda-forge/doit 1497.0 1497.0 https://pypi.org/project/doit 400304.0 403275.0 https://anaconda.org/conda-forge/doit 2022-04-22 16:36:58.774 193125.0 3.0
92 90 nose nose-devs/nose testing nose is nicer testing for python. https://github.com/nose-devs/nose https://github.com/nose-devs/nose 2011-12-13 19:36:32.000 2022-07-03 21:17:25.000 2016-03-04 01:16:26 1004.0 373.0 49.0 261.0 399.0 465.0 1360.0 1.0 95.0 30 False nose conda-forge/nose 141410.0 141410.0 https://pypi.org/project/nose 4994020.0 5026463.0 https://anaconda.org/conda-forge/nose 2020-10-11 16:52:20.277 2725234.0 2.0
93 91 typeguard agronholm/typeguard debugging Run-time type checker for Python. https://github.com/agronholm/typeguard https://github.com/agronholm/typeguard 2015-12-27 23:15:37.000 2023-05-09 07:19:19.000 2023-05-09 07:19:17 519.0 127.0 87.0 18.0 86.0 9.0 249.0 1184.0 18.0 29.0 30 False typeguard conda-forge/typeguard 14594.0 14594.0 https://pypi.org/project/typeguard 8499568.0 8504401.0 https://anaconda.org/conda-forge/typeguard 2023-03-23 08:06:25.663 251367.0 2.0
94 92 nose2 nose-devs/nose2 testing The successor to nose, based on unittest2. https://github.com/nose-devs/nose2 https://github.com/nose-devs/nose2 2011-12-14 15:33:15.000 2023-05-09 01:41:06.000 2023-05-09 01:41:02 1112.0 13.0 128.0 23.0 308.0 51.0 215.0 750.0 5.0 74.0 30 False nose2 conda-forge/nose2 23217.0 23217.0 https://pypi.org/project/nose2 566837.0 568379.0 https://anaconda.org/conda-forge/nose2 2020-02-02 06:02:02.004 92530.0 2.0
95 93 setuptools_scm pypa/setuptools_scm build-tools the blessed package to manage your versions by scm tags. https://github.com/pypa/setuptools_scm https://github.com/pypa/setuptools_scm MIT 2015-07-01 17:57:56.000 2023-05-09 11:17:04.000 2023-05-09 11:17:04 1485.0 79.0 179.0 23.0 375.0 97.0 374.0 715.0 2022-12-17 15:59:27.000 7.1.0 50.0 115.0 30 True setuptools_scm conda-forge/setuptools_scm https://pypi.org/project/setuptools_scm 16693465.0 16712361.0 https://anaconda.org/conda-forge/setuptools_scm 2022-12-17 18:47:30.347 1625058.0 3.0
96 94 mccabe PyCQA/mccabe code-metrics McCabe complexity checker for Python. https://github.com/PyCQA/mccabe https://github.com/PyCQA/mccabe Saxpath 2013-02-20 22:19:04.000 2023-03-23 01:07:33.000 2023-03-23 01:07:33 145.0 2.0 52.0 17.0 57.0 13.0 39.0 567.0 2022-01-24 01:14:49.000 0.7.0 13.0 22.0 30 True mccabe conda-forge/mccabe 380155.0 364223.0 https://pypi.org/project/mccabe 2022-01-24 01:14:49.000 15932.0 27739557.0 27819867.0 https://anaconda.org/conda-forge/mccabe 2022-01-24 18:42:20.668 6665737.0 2.0
97 95 sqlmap sqlmapproject/sqlmap security Automatic SQL injection and database takeover tool. https://github.com/sqlmapproject/sqlmap https://github.com/sqlmapproject/sqlmap 2012-06-26 09:52:15.000 2023-05-05 17:25:21.000 2023-05-01 07:46:06 10069.0 38.0 5034.0 1096.0 350.0 54.0 4881.0 26952.0 2023-01-02 22:32:55.000 1.7 8.0 127.0 29 False sqlmap https://pypi.org/project/sqlmap 8257.0 8257.0 2.0
98 96 gdbgui cs01/gdbgui debugging Browser-based frontend to gdb (gnu debugger). Add breakpoints, view the stack, visualize data structures, and more in.. https://github.com/cs01/gdbgui https://github.com/cs01/gdbgui GPL-3.0 2016-10-27 03:19:25.000 2023-05-07 17:32:13.000 2022-06-22 04:41:01 431.0 469.0 165.0 152.0 139.0 168.0 9216.0 2022-06-22 04:50:45.000 0.15.1.0 9.0 40.0 29 True gdbgui 282.0 282.0 https://pypi.org/project/gdbgui 61180.0 61579.0 2.0 13569.0
99 97 alive-progress rsalmei/alive-progress logging A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!. https://github.com/rsalmei/alive-progress https://github.com/rsalmei/alive-progress MIT 2019-08-05 05:54:30.000 2023-05-09 03:43:14.112 2023-05-09 01:24:24 669.0 30.0 176.0 46.0 48.0 17.0 175.0 4390.0 17.0 7.0 29 True alive-progress conda-forge/alive-progress 1820.0 1820.0 https://pypi.org/project/alive-progress 279192.0 280001.0 https://anaconda.org/conda-forge/alive-progress 2023-05-09 03:43:14.112 31581.0 3.0
100 98 sphinx_rtd_theme readthedocs/sphinx_rtd_theme documentation Sphinx theme for readthedocs.org. https://github.com/readthedocs/sphinx_rtd_theme https://github.com/readthedocs/sphinx_rtd_theme MIT 2013-10-17 17:10:49.000 2023-05-02 22:29:17.000 2023-04-22 18:58:10 1447.0 1.0 1553.0 165.0 669.0 167.0 600.0 4356.0 18.0 114.0 29 True sphinx_rtd_theme conda-forge/sphinx_rtd_theme ['sphinx'] 16.0 16.0 https://pypi.org/project/sphinx_rtd_theme 3209310.0 3250194.0 https://anaconda.org/conda-forge/sphinx_rtd_theme 2023-02-12 11:49:57.271 3311671.0 2.0
101 99 memory-profiler pythonprofilers/memory_profiler profiling Monitor Memory usage of Python code. https://github.com/pythonprofilers/memory_profiler https://github.com/pythonprofilers/memory_profiler BSD-3-Clause 2011-10-14 11:56:14.000 2023-04-10 14:01:09.000 2022-12-06 17:25:01 713.0 367.0 77.0 160.0 125.0 113.0 3868.0 2022-11-15 17:59:01.069 0.61.0 59.0 101.0 29 True memory_profiler conda-forge/memory_profiler 219.0 https://pypi.org/project/memory_profiler 2022-11-15 17:59:01.069 219.0 690361.0 694240.0 https://anaconda.org/conda-forge/memory_profiler 2022-11-16 08:09:24.242 325869.0 2.0 7.0
102 100 vulture jendrikseipp/vulture refactoring Find dead Python code. https://github.com/jendrikseipp/vulture https://github.com/jendrikseipp/vulture MIT 2016-08-11 15:39:58.647 2023-05-07 04:19:19.000 2023-02-27 07:59:09 717.0 2.0 119.0 22.0 136.0 15.0 162.0 2511.0 2023-01-08 21:24:44.000 2.7 46.0 35.0 29 True vulture conda-forge/vulture 3986.0 3731.0 https://pypi.org/project/vulture 2023-01-09 21:18:34.095 255.0 360949.0 361799.0 https://anaconda.org/conda-forge/vulture 2023-01-09 08:50:44.861 68895.0 2.0
103 101 pdoc mitmproxy/pdoc documentation API Documentation for Python Projects. https://github.com/mitmproxy/pdoc https://github.com/mitmproxy/pdoc Unlicense 2013-08-04 21:12:50.000 2023-05-01 11:28:20.000 2023-05-01 11:28:11 909.0 34.0 166.0 27.0 221.0 15.0 304.0 1527.0 44.0 29 True pdoc 1771.0 1771.0 https://pypi.org/project/pdoc 104045.0 104045.0 2.0
104 102 logbook getlogbook/logbook logging A cool logging replacement for Python. https://github.com/getlogbook/logbook https://github.com/getlogbook/logbook 2010-07-22 10:13:12.000 2022-10-28 10:53:26.838 2019-10-16 17:48:40 1195.0 152.0 35.0 151.0 49.0 126.0 1436.0 2016-07-28 10:37:00.000 1.0.0 2.0 76.0 29 False logbook conda-forge/logbook 4423.0 4423.0 https://pypi.org/project/logbook 2679149.0 2681710.0 https://anaconda.org/conda-forge/logbook 2022-10-28 10:53:26.838 127947.0 3.0 295.0
105 103 colorlog borntyping/python-colorlog logging A colored formatter for the python logging module. https://github.com/borntyping/python-colorlog https://github.com/borntyping/python-colorlog MIT 2012-09-05 17:57:21.000 2023-02-08 04:25:59.000 2022-08-29 14:53:21 230.0 81.0 12.0 46.0 1.0 73.0 800.0 2021-11-08 16:58:17.000 6.6.0 20.0 30.0 29 True colorlog conda-forge/colorlog 24710.0 24710.0 https://pypi.org/project/colorlog 6714901.0 6731992.0 https://anaconda.org/conda-forge/colorlog 2022-10-26 21:11:56.658 1452748.0 3.0
106 104 breathe michaeljones/breathe documentation ReStructuredText and Sphinx bridge to Doxygen. https://github.com/breathe-doc/breathe https://github.com/breathe-doc/breathe 2009-02-03 18:52:25.000 2023-04-27 23:05:05.000 2023-02-28 20:05:14 1758.0 2.0 176.0 21.0 349.0 155.0 391.0 673.0 2023-03-31 19:07:42.000 4.35.0 42.0 107.0 29 False breathe-doc/breathe breathe conda-forge/breathe 9599.0 9599.0 https://pypi.org/project/breathe 369726.0 375656.0 https://anaconda.org/conda-forge/breathe 2023-03-01 13:19:31.767 466896.0 2.0 505.0
107 105 pylint-django PyCQA/pylint-django linters Pylint plugin for improving code analysis for when using Django. https://github.com/PyCQA/pylint-django https://github.com/PyCQA/pylint-django GPL-2.0 2013-10-01 06:35:15.000 2023-04-26 01:47:44.000 2023-01-31 06:24:11 623.0 116.0 17.0 182.0 60.0 163.0 554.0 2022-03-26 22:16:11.000 2.5.3 54.0 67.0 29 True pylint-django conda-forge/pylint-django ['pylint'] 26935.0 25762.0 https://pypi.org/project/pylint-django 2022-03-25 16:09:23.000 1173.0 1021255.0 1023037.0 https://anaconda.org/conda-forge/pylint-django 2022-04-07 12:02:14.331 144009.0 2.0 232.0
108 106 coveralls-python TheKevJames/coveralls-python testing Show coverage stats online via coveralls.io. https://github.com/TheKevJames/coveralls-python https://github.com/TheKevJames/coveralls-python MIT 2013-02-06 20:48:39.000 2023-05-09 03:45:03.000 2023-05-03 14:19:26 474.0 1.0 184.0 8.0 225.0 14.0 146.0 518.0 2021-11-11 20:59:17.000 3.3.1 28.0 64.0 29 True coveralls conda-forge/coveralls ['pytest'] 31211.0 31211.0 https://pypi.org/project/coveralls 506809.0 518810.0 https://anaconda.org/conda-forge/coveralls 2022-08-03 01:11:21.846 912099.0 3.0
109 107 python-coloredlogs xolox/python-coloredlogs logging Colored terminal output for Pythons logging module. https://github.com/xolox/python-coloredlogs https://github.com/xolox/python-coloredlogs MIT 2013-05-30 18:57:12.000 2023-04-25 13:29:34.000 2021-06-11 10:22:09 273.0 41.0 9.0 36.0 31.0 51.0 505.0 2021-06-11 10:22:42.000 15.0.1 63.0 16.0 29 False coloredlogs anaconda/coloredlogs 23437.0 21441.0 https://pypi.org/project/coloredlogs 2021-06-11 10:22:42.000 1996.0 6077622.0 6077760.0 https://anaconda.org/anaconda/coloredlogs 2023-03-17 13:09:02.979 9398.0 3.0
110 108 hacking openstack/hacking linters OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org. https://github.com/openstack/hacking https://github.com/openstack/hacking Apache-2.0 2013-03-26 21:09:28.000 2023-05-11 13:21:06.000 2023-04-25 14:50:41 1065.0 3.0 66.0 33.0 7.0 227.0 2023-04-27 15:17:02.669 6.0.1 40.0 186.0 29 True hacking ['flake8'] 4397.0 https://pypi.org/project/hacking 2022-10-06 09:48:04.927 4397.0 118104.0 118104.0 2.0
111 109 gast serge-sans-paille/gast ast Python AST that abstracts the underlying Python version. https://github.com/serge-sans-paille/gast https://github.com/serge-sans-paille/gast BSD-3-Clause 2016-07-18 10:39:07.000 2023-04-29 19:36:34.000 2023-04-29 19:35:43 97.0 3.0 27.0 12.0 44.0 1.0 29.0 127.0 2023-04-29 19:44:01.995 0.5.4 21.0 10.0 29 True gast conda-forge/gast 118899.0 116962.0 https://pypi.org/project/gast 2021-11-13 21:39:31.000 1937.0 13154701.0 13190999.0 https://anaconda.org/conda-forge/gast 2021-11-15 08:20:52.503 2177897.0 1.0
112 110 mamba mamba-org/mamba dependency-managers The Fast Cross-Platform Package Manager. https://github.com/mamba-org/mamba https://github.com/mamba-org/mamba BSD-3-Clause 2019-03-05 13:05:10.000 2023-05-10 15:16:59.000 2023-05-05 09:07:21 2442.0 98.0 268.0 48.0 1206.0 495.0 843.0 4639.0 2023-04-06 14:24:04.000 2023.04.06 105.0 122.0 28 True conda-forge/mamba 146792.0 https://anaconda.org/conda-forge/mamba 2023-04-06 15:21:25.785 7339601.0 3.0
113 111 coala coala/coala linters coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming.. https://github.com/coala/coala https://github.com/coala/coala AGPL-3.0 2014-05-15 11:35:34.000 2022-07-03 04:03:12.000 2021-06-11 17:11:55 4487.0 1356.0 105.0 3152.0 835.0 2373.0 3465.0 2017-05-30 10:07:57.000 0.11.1 730.0 483.0 28 False coala-bears 121.0 12.0 https://pypi.org/project/coala-bears 2017-11-10 21:04:50.000 109.0 2852.0 2853.0 2.0 165.0
114 112 notifiers liiight/notifiers logging The easy way to send notifications. https://github.com/liiight/notifiers https://github.com/liiight/notifiers MIT 2017-06-01 10:20:18.000 2023-05-08 20:02:18.000 2022-07-14 07:40:12 517.0 96.0 33.0 360.0 41.0 66.0 2439.0 2022-02-10 14:51:38.000 1.3.3 31.0 19.0 28 True notifiers conda-forge/notifiers 880.0 855.0 https://pypi.org/project/notifiers 2022-02-10 14:51:38.000 25.0 518063.0 519160.0 https://anaconda.org/conda-forge/notifiers 2022-09-07 07:53:17.789 31817.0 3.0
115 113 Diamond python-diamond/Diamond profiling Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of.. https://github.com/python-diamond/Diamond https://github.com/python-diamond/Diamond MIT 2013-10-11 23:32:13.000 2023-02-22 17:27:24.000 2023-01-29 19:46:36 3335.0 600.0 90.0 533.0 135.0 170.0 1704.0 2016-11-25 22:13:29.000 4.0.515 36.0 385.0 28 True diamond 171.0 137.0 https://pypi.org/project/diamond 2016-11-25 22:13:29.000 34.0 19633.0 19633.0 3.0
116 114 astor berkerpeksag/astor ast Python AST read/write. https://github.com/berkerpeksag/astor https://github.com/berkerpeksag/astor BSD-3-Clause 2012-09-19 23:02:51.000 2022-12-31 03:02:53.000 2022-12-31 03:02:53 264.0 94.0 25.0 109.0 38.0 77.0 720.0 2019-12-10 01:50:33.000 0.8.1 14.0 33.0 28 True astor conda-forge/astor 2166.0 https://pypi.org/project/astor 2019-12-10 01:50:33.000 2166.0 6549092.0 6576321.0 https://anaconda.org/conda-forge/astor 2020-07-01 13:36:26.971 1987769.0 2.0
117 115 PyHamcrest hamcrest/PyHamcrest testing Hamcrest matchers for Python. https://github.com/hamcrest/PyHamcrest https://github.com/hamcrest/PyHamcrest 2010-12-24 02:55:56.000 2023-05-04 09:41:23.000 2023-04-24 23:57:41 627.0 10.0 101.0 24.0 152.0 20.0 59.0 702.0 2021-12-12 20:12:19.000 V2.0.3 9.0 42.0 28 False pyhamcrest conda-forge/pyhamcrest 33551.0 33551.0 https://pypi.org/project/pyhamcrest 1331632.0 1337203.0 https://anaconda.org/conda-forge/pyhamcrest 2022-09-21 07:33:07.620 468041.0 3.0
118 116 darglint terrencepreilly/darglint linters A python documentation linter which checks that the docstring description matches the definition. https://github.com/terrencepreilly/darglint https://github.com/terrencepreilly/darglint MIT 2017-09-25 14:11:21.000 2022-12-08 14:26:52.000 2021-10-18 03:34:23 504.0 41.0 6.0 61.0 71.0 95.0 474.0 2021-10-18 03:40:35.000 1.8.1 49.0 22.0 28 False darglint conda-forge/darglint 18473.0 18352.0 https://pypi.org/project/darglint 2021-10-18 03:40:35.000 121.0 507980.0 509391.0 https://anaconda.org/conda-forge/darglint 2021-11-05 17:11:34.449 62126.0 2.0
119 117 docformatter myint/docformatter formatters Formats docstrings to follow PEP 257. https://github.com/PyCQA/docformatter https://github.com/PyCQA/docformatter MIT 2012-05-26 21:40:48.000 2023-05-08 16:53:03.000 2023-05-06 23:57:11 550.0 31.0 49.0 12.0 98.0 13.0 93.0 403.0 2023-05-03 17:54:16.000 1.6.5 9.0 26.0 28 True PyCQA/docformatter docformatter conda-forge/docformatter 2819.0 2819.0 https://pypi.org/project/docformatter 335155.0 337089.0 https://anaconda.org/conda-forge/docformatter 2023-05-03 20:54:17.401 61903.0 3.0
120 118 wasabi ines/wasabi logging A lightweight console printing and formatting toolkit. https://github.com/explosion/wasabi https://github.com/explosion/wasabi MIT 2018-11-17 14:40:55.000 2023-04-20 14:31:29.000 2023-04-20 14:31:29 255.0 2.0 25.0 15.0 31.0 4.0 5.0 380.0 2023-01-16 06:54:10.000 1.1.1 38.0 12.0 28 True explosion/wasabi wasabi conda-forge/wasabi 28103.0 28103.0 https://pypi.org/project/wasabi 4195616.0 4216502.0 https://anaconda.org/conda-forge/wasabi 2023-01-23 10:44:50.730 1065218.0 3.0
121 119 nitpick andreoliwa/nitpick linters Enforce the same settings on multiple projects. https://github.com/andreoliwa/nitpick https://github.com/andreoliwa/nitpick MIT 2018-03-23 14:25:24.000 2023-05-10 02:00:19.000 2023-05-10 02:00:18 776.0 72.0 21.0 4.0 460.0 45.0 78.0 344.0 2023-03-29 18:53:41.000 0.33.1 50.0 15.0 28 True nitpick ['flake8'] 1233.0 1233.0 https://pypi.org/project/nitpick 90627.0 90627.0 2.0 4.0
122 120 executing alexmojaki/executing ast Get information about what a Python frame is currently doing, particularly the AST node being executed. https://github.com/alexmojaki/executing https://github.com/alexmojaki/executing MIT 2019-05-25 08:22:26.000 2023-04-02 17:19:51.000 2022-12-27 17:54:48 436.0 27.0 11.0 38.0 13.0 18.0 238.0 2020-12-27 11:10:13.000 0.5.4 18.0 9.0 28 True executing conda-forge/executing 71203.0 71203.0 https://pypi.org/project/executing 10223090.0 10391758.0 https://anaconda.org/conda-forge/executing 2022-11-01 15:44:50.965 6915401.0 2.0
123 121 typed_ast python/typed_ast ast Modified fork of CPythons ast module that parses `# type:` comments. https://github.com/python/typed_ast https://github.com/python/typed_ast Apache-2.0 2016-02-16 22:40:09.000 2022-10-29 20:43:34.047 2022-10-08 21:16:38 202.0 55.0 20.0 106.0 1.0 86.0 217.0 2022-05-21 21:30:52.000 1.5.4 34.0 26.0 28 True typed_ast conda-forge/typed-ast 5526.0 https://pypi.org/project/typed_ast 2022-05-21 21:30:52.000 5526.0 8543819.0 8633018.0 https://anaconda.org/conda-forge/typed-ast 2022-10-29 20:43:34.047 5976377.0 2.0
124 122 astunparse simonpercivall/astunparse ast An AST unparser for Python. https://github.com/simonpercivall/astunparse https://github.com/simonpercivall/astunparse BSD-3-Clause 2014-03-31 15:34:54.000 2023-04-20 07:24:40.000 2019-12-22 18:11:19 86.0 46.0 8.0 33.0 24.0 21.0 195.0 2019-12-22 18:12:11.000 1.6.3 11.0 10.0 28 False astunparse conda-forge/astunparse 73602.0 73185.0 https://pypi.org/project/astunparse 2019-12-22 18:12:11.000 417.0 7813085.0 7834591.0 https://anaconda.org/conda-forge/astunparse 2021-01-15 07:40:29.426 1526929.0 2.0
125 123 Bpytop aristocratos/bpytop profiling Linux/OSX/FreeBSD resource monitor. https://github.com/aristocratos/bpytop https://github.com/aristocratos/bpytop Apache-2.0 2020-07-01 17:41:25.000 2022-03-06 14:22:47.000 2022-03-06 14:20:17 408.0 367.0 152.0 69.0 72.0 227.0 9350.0 2021-12-22 19:23:21.000 1.0.68 53.0 35.0 27 False bpytop conda-forge/bpytop 115.0 114.0 https://pypi.org/project/bpytop 2021-12-22 19:23:21.000 1.0 6079.0 6510.0 https://anaconda.org/conda-forge/bpytop 2021-12-22 23:07:43.371 11663.0 3.0
126 124 xonsh xonsh/xonsh shell Python-powered, cross-platform, Unix-gazing shell. https://github.com/xonsh/xonsh https://github.com/xonsh/xonsh 2015-01-21 22:05:27.000 2023-05-09 09:09:48.000 2023-05-09 09:09:48 10425.0 30.0 578.0 101.0 2550.0 253.0 2173.0 7017.0 2022-12-08 14:49:00.000 0.13.4 97.0 313.0 27 False xonsh https://pypi.org/project/xonsh 6346.0 6433.0 1.0 8555.0
127 125 PyOxidizer indygreg/PyOxidizer packaging A modern Python application packaging and distribution tool. https://github.com/indygreg/PyOxidizer https://github.com/indygreg/PyOxidizer MPL-2.0 2018-12-18 23:32:13.000 2023-04-24 08:06:16.000 2023-01-21 22:38:30 6697.0 198.0 60.0 123.0 295.0 230.0 4730.0 2022-12-30 01:38:05.000 pyoxidizer/0.24.0 22.0 53.0 27 True pyoxidizer 148.0 148.0 https://pypi.org/project/pyoxidizer 4819.0 5022.0 2.0 8143.0
128 126 freezegun spulec/freezegun testing Let your Python tests travel through time. https://github.com/spulec/freezegun https://github.com/spulec/freezegun Apache-2.0 2012-12-11 05:11:00.000 2023-04-18 22:40:40.000 2023-02-22 05:49:22 592.0 15.0 238.0 33.0 219.0 107.0 177.0 3663.0 15.0 109.0 27 True freezegun conda-forge/freezegun https://pypi.org/project/freezegun 6131246.0 6142658.0 https://anaconda.org/conda-forge/freezegun 2022-08-12 15:46:56.359 981459.0 3.0
129 127 pytest-testinfra pytest-dev/pytest-testinfra testing Testinfra test your infrastructures. https://github.com/pytest-dev/pytest-testinfra https://github.com/pytest-dev/pytest-testinfra Apache-2.0 2015-03-15 20:49:52.000 2023-05-09 13:29:05.000 2023-01-11 17:43:24 719.0 321.0 82.0 377.0 128.0 207.0 2201.0 2022-12-06 07:57:49.000 7.0.1 11.0 123.0 27 True pytest-testinfra conda-forge/pytest-testinfra ['pytest'] 9.0 https://pypi.org/project/pytest-testinfra 2022-12-01 20:31:08.422 9.0 287740.0 288105.0 https://anaconda.org/conda-forge/pytest-testinfra 2022-12-13 07:21:44.910 10224.0 3.0
130 128 line_profiler pyutils/line_profiler profiling Line-by-line profiling for Python. https://github.com/pyutils/line_profiler https://github.com/pyutils/line_profiler BSD-3-Clause 2016-05-26 17:37:38.151 2023-03-06 21:28:54.000 2023-03-06 21:28:54 298.0 8.0 99.0 16.0 129.0 38.0 46.0 1811.0 2023-03-04 00:35:51.589 4.0.3 27.0 39.0 27 True line_profiler conda-forge/line_profiler 74.0 https://pypi.org/project/line_profiler 2022-12-09 15:21:59.908 74.0 481294.0 485898.0 https://anaconda.org/conda-forge/line_profiler 2022-12-09 23:55:22.319 386750.0 3.0
131 129 safety pyupio/safety security Safety checks Python dependencies for known security vulnerabilities and suggests the proper remediations for.. https://github.com/pyupio/safety https://github.com/pyupio/safety MIT 2016-10-19 13:22:56.000 2023-04-05 10:48:47.000 2023-02-26 17:29:13 584.0 7.0 123.0 30.0 303.0 50.0 115.0 1494.0 2022-12-08 19:08:48.000 2.3.5 18.0 41.0 27 True safety conda-forge/safety 14.0 14.0 https://pypi.org/project/safety 998456.0 1008269.0 https://anaconda.org/conda-forge/safety 2022-12-09 10:33:04.329 62486.0 3.0 323480.0
132 130 pytest-xdist pytest-dev/pytest-xdist testing pytest plugin for distributed testing and loop-on-failures testing modes. https://github.com/pytest-dev/pytest-xdist https://github.com/pytest-dev/pytest-xdist MIT 2015-09-01 18:51:45.000 2023-05-11 00:36:22.000 2023-05-10 11:48:21 1080.0 17.0 184.0 48.0 358.0 211.0 316.0 1145.0 46.0 90.0 27 True pytest-xdist conda-forge/pytest-xdist ['pytest'] https://pypi.org/project/pytest-xdist 8181917.0 8238707.0 https://anaconda.org/conda-forge/pytest-xdist 2023-03-13 11:04:35.514 4656819.0 3.0
133 131 Yappi sumerc/yappi profiling Yet Another Python Profiler, but this time multithreading, asyncio and gevent aware. https://github.com/sumerc/yappi https://github.com/sumerc/yappi MIT 2009-10-07 20:46:30.000 2023-01-17 07:07:26.000 2022-11-25 12:58:03 700.0 61.0 13.0 64.0 21.0 50.0 1128.0 2022-10-31 08:28:00.894 1.4.0 22.0 28.0 27 True yappi conda-forge/yappi 1270.0 924.0 https://pypi.org/project/yappi 2022-10-31 08:28:00.894 346.0 1354247.0 1356338.0 https://anaconda.org/conda-forge/yappi 2022-11-02 18:35:11.317 148463.0 3.0
134 132 pytest-benchmark ionelmc/pytest-benchmark testing py.test fixture for benchmarking code. https://github.com/ionelmc/pytest-benchmark https://github.com/ionelmc/pytest-benchmark BSD-2-Clause 2014-10-10 10:55:33.000 2023-04-27 00:15:19.000 2023-04-27 00:15:19 1004.0 3.0 100.0 18.0 67.0 86.0 86.0 1078.0 5.0 39.0 27 True pytest-benchmark conda-forge/pytest-benchmark ['pytest'] 6740.0 6740.0 https://pypi.org/project/pytest-benchmark 979053.0 999191.0 https://anaconda.org/conda-forge/pytest-benchmark 2022-10-26 11:10:23.029 1731885.0 3.0
135 133 pylama klen/pylama linters Code audit tool for python. https://github.com/klen/pylama https://github.com/klen/pylama MIT 2012-08-17 10:10:10.000 2023-04-17 09:40:56.000 2022-08-08 11:25:05 700.0 99.0 20.0 96.0 48.0 95.0 988.0 2022-08-08 11:29:01.059 8.4.1 116.0 48.0 27 True pylama 6456.0 5805.0 https://pypi.org/project/pylama 2022-08-08 11:29:01.059 651.0 179712.0 179712.0 3.0
136 134 pytest-testmon tarpas/pytest-testmon testing Selects tests affected by changed files. Executes the right tests first. Continuous test runner when used with pytest-.. https://github.com/tarpas/pytest-testmon https://github.com/tarpas/pytest-testmon AGPL-3.0 2015-02-02 14:21:10.000 2023-05-02 07:56:38.000 2023-05-02 07:54:54 349.0 21.0 44.0 16.0 75.0 26.0 115.0 659.0 2023-03-25 21:24:43.000 2.0.2 38.0 23.0 27 True pytest-testmon conda-forge/pytest-testmon ['pytest'] 1095.0 1095.0 https://pypi.org/project/pytest-testmon 129212.0 129827.0 https://anaconda.org/conda-forge/pytest-testmon 2019-08-03 00:17:17.063 38751.0 3.0
137 135 pep8-naming PyCQA/pep8-naming linters Naming Convention checker for Python. https://github.com/PyCQA/pep8-naming https://github.com/PyCQA/pep8-naming 2013-02-09 18:32:52.000 2023-05-06 20:04:57.000 2023-05-06 20:04:56 258.0 2.0 131.0 15.0 123.0 16.0 78.0 447.0 2022-12-19 20:46:12.000 0.13.3 18.0 35.0 27 False pep8-naming conda-forge/pep8-naming 47239.0 47239.0 https://pypi.org/project/pep8-naming 1803198.0 1806656.0 https://anaconda.org/conda-forge/pep8-naming 2022-12-20 00:48:27.815 300915.0 3.0
138 136 ddt datadriventests/ddt testing Data-Driven Tests for Python Unittest. https://github.com/datadriventests/ddt https://github.com/datadriventests/ddt MIT 2012-02-11 22:57:10.000 2022-11-16 17:18:02.000 2022-08-10 16:41:28 230.0 109.0 21.0 61.0 12.0 41.0 426.0 2022-08-10 16:47:16.981 1.6.0 31.0 37.0 27 True ddt conda-forge/ddt 6382.0 5041.0 https://pypi.org/project/ddt 2022-08-10 16:47:16.981 1341.0 358320.0 359442.0 https://anaconda.org/conda-forge/ddt 2022-09-22 12:35:17.572 83082.0 3.0
139 137 numpydoc numpy/numpydoc documentation Numpys Sphinx extensions. https://github.com/numpy/numpydoc https://github.com/numpy/numpydoc 2013-07-24 16:23:39.000 2023-03-15 17:25:55.000 2023-03-14 19:01:25 547.0 3.0 137.0 34.0 265.0 63.0 127.0 243.0 2022-10-08 14:08:14.000 1.5.0 14.0 76.0 27 False numpydoc conda-forge/numpydoc ['sphinx'] 38236.0 38236.0 https://pypi.org/project/numpydoc 379404.0 403298.0 https://anaconda.org/conda-forge/numpydoc 2022-10-09 00:00:11.878 1815984.0 2.0
140 138 pytest-mypy dbader/pytest-mypy testing Mypy static type checker plugin for Pytest. https://github.com/realpython/pytest-mypy https://github.com/realpython/pytest-mypy MIT 2016-09-29 14:39:23.000 2023-05-09 08:32:48.000 2023-05-08 06:33:29 274.0 15.0 33.0 8.0 97.0 10.0 52.0 224.0 2022-12-18 18:46:32.000 0.10.3 13.0 16.0 27 True realpython/pytest-mypy pytest-mypy conda-forge/pytest-mypy ['pytest'] 3494.0 3494.0 https://pypi.org/project/pytest-mypy 234650.0 236282.0 https://anaconda.org/conda-forge/pytest-mypy 2020-11-24 14:50:18.057 63662.0 3.0
141 139 rebound shobrook/rebound logging Command-line tool that instantly fetches Stack Overflow results when an exception is thrown. https://github.com/shobrook/rebound https://github.com/shobrook/rebound MIT 2017-05-29 17:11:25.872 2023-04-11 12:34:02.647 2022-02-16 05:16:40 168.0 383.0 78.0 41.0 24.0 38.0 4019.0 2023-04-07 14:10:00.760 3.24.3 198.0 16.0 26 False rebound conda-forge/rebound 43.0 24.0 https://pypi.org/project/rebound 2022-04-25 14:15:09.000 19.0 5376.0 9165.0 https://anaconda.org/conda-forge/rebound 2023-04-11 12:34:02.647 272657.0 3.0 220.0
142 140 factory_boy FactoryBoy/factory_boy testing A test fixtures replacement for Python. https://github.com/FactoryBoy/factory_boy https://github.com/FactoryBoy/factory_boy MIT 2011-05-11 08:26:59.000 2023-05-03 11:15:44.000 2023-05-03 09:02:42 975.0 11.0 362.0 40.0 475.0 167.0 379.0 3096.0 10.0 126.0 26 True factory_boy conda-forge/factory_boy https://pypi.org/project/factory_boy 2670188.0 2671728.0 https://anaconda.org/conda-forge/factory_boy 2021-10-26 21:47:41.376 123213.0 3.0
143 141 detect-secrets Yelp/detect-secrets security An enterprise friendly way of detecting and preventing secrets in code. https://github.com/Yelp/detect-secrets https://github.com/Yelp/detect-secrets Apache-2.0 2017-12-05 00:38:38.000 2023-05-08 15:10:58.000 2023-04-11 16:04:33 1217.0 6.0 319.0 47.0 404.0 86.0 198.0 3039.0 2022-10-05 17:13:10.000 1.4.0 8.0 71.0 26 True detect-secrets https://pypi.org/project/detect-secrets 402450.0 402450.0 3.0
144 142 pdbpp pdbpp/pdbpp debugging pdb++, a drop-in replacement for pdb (the Python debugger). https://github.com/pdbpp/pdbpp https://github.com/pdbpp/pdbpp BSD-3-Clause 2017-06-11 13:42:16.000 2023-02-08 01:23:10.000 2022-07-14 18:31:38 706.0 59.0 19.0 316.0 91.0 125.0 1086.0 2021-07-09 22:22:20.000 0.10.3 26.0 41.0 26 True pdbpp conda-forge/pdbpp 5443.0 4749.0 https://pypi.org/project/pdbpp 2021-07-09 22:22:20.000 694.0 242343.0 243727.0 https://anaconda.org/conda-forge/pdbpp 2021-07-11 15:21:48.419 95517.0 2.0
145 143 cx_Freeze marcelotduarte/cx_Freeze packaging Create standalone executables from Python scripts, with the same performance and is cross-platform. https://github.com/marcelotduarte/cx_Freeze https://github.com/marcelotduarte/cx_Freeze 2017-01-22 04:25:52.000 2023-05-08 19:27:20.000 2023-05-08 19:26:17 1581.0 69.0 195.0 29.0 930.0 66.0 780.0 1071.0 2023-04-08 19:04:21.000 6.14.9 53.0 103.0 26 True cx_freeze conda-forge/cx_freeze https://pypi.org/project/cx_freeze 98725.0 102978.0 https://anaconda.org/conda-forge/cx_freeze 2023-04-09 01:25:04.667 221202.0 3.0
146 144 wily tonybaloney/wily code-metrics A Python application for tracking, reporting on timing and complexity in Python code. https://github.com/tonybaloney/wily https://github.com/tonybaloney/wily Apache-2.0 2018-10-11 22:12:25.000 2023-03-13 06:57:40.000 2023-03-13 01:30:13 821.0 16.0 56.0 25.0 88.0 30.0 60.0 1067.0 2023-02-22 04:00:16.000 1.24.1 50.0 23.0 26 True wily 188.0 178.0 https://pypi.org/project/wily 2022-10-20 05:13:01.074 10.0 9983.0 9983.0 3.0
147 145 interrogate econchick/interrogate documentation Explain yourself! Interrogate a codebase for docstring coverage. https://github.com/econchick/interrogate https://github.com/econchick/interrogate MIT 2020-04-24 02:33:25.000 2023-03-19 22:56:32.000 2022-07-29 16:12:10 178.0 35.0 5.0 102.0 21.0 27.0 480.0 2021-09-10 23:05:20.000 1.5.0 14.0 12.0 26 True interrogate 4382.0 4204.0 https://pypi.org/project/interrogate 2021-09-10 23:05:20.000 178.0 115284.0 115284.0 2.0
148 146 sphinx-autobuild executablebooks/sphinx-autobuild documentation Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a livereload enabled.. https://github.com/executablebooks/sphinx-autobuild https://github.com/executablebooks/sphinx-autobuild MIT 2013-12-25 17:09:56.000 2023-02-09 10:55:49.000 2023-02-09 08:53:43 295.0 58.0 19.0 59.0 16.0 53.0 460.0 2022-04-20 19:59:44.000 2021.03.14 4.0 24.0 26 True sphinx-autobuild conda-forge/sphinx-autobuild ['sphinx'] 17793.0 17793.0 https://pypi.org/project/sphinx-autobuild 397444.0 399849.0 https://anaconda.org/conda-forge/sphinx-autobuild 2021-03-14 17:15:24.297 175609.0 2.0
149 147 flake8-comprehensions adamchainz/flake8-comprehensions linters A flake8 plugin to help you write better list/set/dict comprehensions. https://github.com/adamchainz/flake8-comprehensions https://github.com/adamchainz/flake8-comprehensions MIT 2016-04-05 12:15:56.000 2023-05-08 21:55:11.000 2023-05-06 17:29:18 525.0 27.0 20.0 7.0 451.0 3.0 51.0 429.0 2023-04-13 09:29:03.639 3.12.0 37.0 15.0 26 True flake8-comprehensions conda-forge/flake8-comprehensions ['flake8'] 694.0 https://pypi.org/project/flake8-comprehensions 2022-10-29 23:12:51.523 694.0 935194.0 944286.0 https://anaconda.org/conda-forge/flake8-comprehensions 2023-04-13 19:34:20.810 709194.0 3.0
150 148 mkdocs-awesome-pages-plugin lukasgeiter/mkdocs-awesome-pages-plugin documentation An MkDocs plugin that simplifies configuring page titles and their order. https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin MIT 2018-02-06 21:09:24.000 2023-05-08 18:43:02.000 2023-05-08 18:35:17 91.0 19.0 31.0 7.0 16.0 11.0 47.0 323.0 2023-05-08 18:47:19.000 2.9.1 23.0 6.0 26 True mkdocs-awesome-pages-plugin ['mkdocs'] 2652.0 2544.0 https://pypi.org/project/mkdocs-awesome-pages-plugin 2022-07-24 17:45:31.955 108.0 104410.0 104410.0 2.0
151 149 flake8-eradicate wemake-services/flake8-eradicate linters Flake8 plugin to find commented out or dead code. https://github.com/wemake-services/flake8-eradicate https://github.com/wemake-services/flake8-eradicate MIT 2018-09-21 06:58:51.000 2023-05-02 21:10:36.000 2022-12-27 20:44:55 370.0 13.0 5.0 255.0 16.0 30.0 301.0 2022-09-20 20:07:10.434 1.4.0 15.0 16.0 26 True flake8-eradicate conda-forge/flake8-eradicate ['flake8'] 16261.0 16146.0 https://pypi.org/project/flake8-eradicate 2022-09-20 20:07:10.434 115.0 520012.0 520346.0 https://anaconda.org/conda-forge/flake8-eradicate 2022-09-26 17:26:04.280 8372.0 3.0
152 150 py2app ronaldoussoren/py2app packaging py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins.. https://github.com/ronaldoussoren/py2app https://github.com/ronaldoussoren/py2app 2020-01-14 11:27:41.000 2023-05-08 17:24:10.000 2023-04-16 08:34:06 854.0 7.0 25.0 11.0 24.0 161.0 303.0 245.0 2022-12-28 12:12:07.000 0.28.5 7.0 31.0 26 False py2app 4409.0 4409.0 https://pypi.org/project/py2app 17769.0 17769.0 3.0
153 151 releases bitprophet/releases documentation A powerful Sphinx changelog-generating extension. https://github.com/bitprophet/releases https://github.com/bitprophet/releases BSD-2-Clause 2013-09-16 03:56:37.000 2023-04-28 19:12:20.000 2023-04-28 19:12:18 591.0 21.0 40.0 5.0 27.0 28.0 46.0 170.0 2023-04-28 19:14:01.551 2.1.1 37.0 10.0 26 True releases conda-forge/sphinx-releases ['sphinx'] 933.0 562.0 https://pypi.org/project/releases 2023-01-02 18:25:53.338 371.0 13045.0 13851.0 https://anaconda.org/conda-forge/sphinx-releases 2021-10-19 17:29:57.242 48378.0 2.0
154 152 flake8-quotes zheller/flake8-quotes linters Flake8 extension for checking quotes in python. https://github.com/zheller/flake8-quotes https://github.com/zheller/flake8-quotes MIT 2014-03-10 00:05:08.000 2022-12-20 11:05:53.269 2022-12-19 16:44:44 108.0 31.0 4.0 65.0 5.0 43.0 166.0 15.0 32.0 26 True flake8-quotes conda-forge/flake8-quotes ['flake8'] 18213.0 18213.0 https://pypi.org/project/flake8-quotes 782205.0 790668.0 https://anaconda.org/conda-forge/flake8-quotes 2022-12-20 11:05:53.269 677113.0 3.0
155 153 Griffe mkdocstrings/griffe documentation Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API.. https://github.com/mkdocstrings/griffe https://github.com/mkdocstrings/griffe ISC 2021-09-09 21:49:44.000 2023-05-10 21:36:19.713 2023-05-10 17:03:52 581.0 69.0 26.0 4.0 31.0 28.0 95.0 162.0 29.0 17.0 26 True griffe conda-forge/griffe 1961.0 1961.0 https://pypi.org/project/griffe 393542.0 401868.0 https://anaconda.org/conda-forge/griffe 2023-05-10 21:36:19.713 116568.0 2.0
156 154 asteval newville/asteval ast minimalistic evaluator of python expression using ast module. https://github.com/newville/asteval https://github.com/newville/asteval MIT 2012-03-31 22:10:33.000 2023-05-07 11:32:06.000 2023-05-07 11:32:06 501.0 31.0 36.0 11.0 56.0 5.0 58.0 150.0 2023-02-11 21:55:09.000 0.9.29 29.0 24.0 26 True asteval conda-forge/asteval 173.0 https://pypi.org/project/asteval 2022-11-07 21:57:22.231 173.0 194141.0 197660.0 https://anaconda.org/conda-forge/asteval 2023-02-24 20:47:30.194 278054.0 3.0
157 155 flake8-isort gforcada/flake8-isort linters flake8 plugin that integrates isort. https://github.com/gforcada/flake8-isort https://github.com/gforcada/flake8-isort GPL-2.0 2015-09-12 19:25:34.000 2022-12-23 09:25:56.098 2022-12-22 22:55:55 353.0 91.0 7.0 80.0 7.0 48.0 149.0 12.0 37.0 26 True flake8-isort conda-forge/flake8-isort ['flake8'] 22005.0 22005.0 https://pypi.org/project/flake8-isort 1045841.0 1046705.0 https://anaconda.org/conda-forge/flake8-isort 2022-12-23 09:25:56.098 37154.0 3.0
158 156 icecream gruns/icecream debugging Never use print() to debug again. https://github.com/gruns/icecream https://github.com/gruns/icecream MIT 2018-02-13 18:56:12.000 2023-02-28 01:38:58.000 2022-12-04 22:09:17 262.0 138.0 51.0 41.0 38.0 70.0 6757.0 2022-07-21 09:20:01.329 2.1.3 17.0 21.0 25 True icecream conda-forge/icecream 125.0 https://pypi.org/project/icecream 2022-07-21 09:20:01.329 125.0 264862.0 265472.0 https://anaconda.org/conda-forge/icecream 2022-07-21 16:51:26.595 15261.0 3.0
159 157 uiautomator xiaocong/uiautomator testing Python wrapper of Android uiautomator test tool. https://github.com/xiaocong/uiautomator https://github.com/xiaocong/uiautomator MIT 2013-08-18 03:38:50.000 2023-02-28 00:25:02.000 2020-11-16 01:36:32 316.0 612.0 155.0 35.0 166.0 119.0 1904.0 2017-02-20 12:00:41.000 0.2.7 1.0 13.0 25 False uiautomator 244.0 244.0 https://pypi.org/project/uiautomator 42128.0 42128.0 3.0
160 158 dephell dephell/dephell dependency-managers Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build.. https://github.com/dephell/dephell https://github.com/dephell/dephell MIT 2018-08-31 17:39:18.000 2021-01-11 21:31:40.000 2021-01-11 21:31:39 2145.0 113.0 25.0 221.0 100.0 161.0 1755.0 2020-04-28 06:31:17.000 .0.8.3 11.0 37.0 25 False dephell 815.0 815.0 https://pypi.org/project/dephell 3160.0 3164.0 3.0 214.0
161 159 pympler pympler/pympler profiling Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application. https://github.com/pympler/pympler https://github.com/pympler/pympler Apache-2.0 2012-10-04 23:35:16.000 2022-12-07 18:15:43.000 2022-07-24 14:45:54 478.0 84.0 10.0 59.0 57.0 53.0 1044.0 2021-12-22 16:55:15.000 1.0.1 17.0 29.0 25 True pympler conda-forge/pympler 330.0 https://pypi.org/project/pympler 2021-12-22 16:55:15.000 330.0 1786414.0 1790570.0 https://anaconda.org/conda-forge/pympler 2022-07-24 00:00:16.620 307572.0 3.0 5.0
162 160 pdoc3 pdoc3/pdoc documentation Auto-generate API documentation for Python projects. https://github.com/pdoc3/pdoc https://github.com/pdoc3/pdoc AGPL-3.0 2019-01-02 02:32:40.000 2022-12-21 03:55:00.000 2022-12-21 03:55:00 575.0 135.0 8.0 114.0 105.0 201.0 965.0 2019-01-24 16:15:02.000 0.3.11 5.0 58.0 25 True pdoc3 anaconda/pdoc3 3212.0 3212.0 https://pypi.org/project/pdoc3 232721.0 232749.0 https://anaconda.org/anaconda/pdoc3 2020-11-30 22:53:50.187 1192.0 3.0
163 161 pytest-watch joeyespo/pytest-watch testing Local continuous test runner with pytest and watchdog. https://github.com/joeyespo/pytest-watch https://github.com/joeyespo/pytest-watch MIT 2015-01-12 02:08:20.000 2022-11-03 15:48:18.639 2019-06-15 20:36:43 183.0 55.0 11.0 49.0 48.0 42.0 690.0 2018-05-20 19:52:16.000 4.2.0 17.0 16.0 25 False pytest-watch conda-forge/pytest-watch ['pytest'] 8588.0 7913.0 https://pypi.org/project/pytest-watch 2018-05-20 19:52:16.000 675.0 383048.0 384381.0 https://anaconda.org/conda-forge/pytest-watch 2022-11-03 15:48:18.639 85321.0 3.0
164 162 mypy-protobuf dropbox/mypy-protobuf linters open source tools to generate mypy stubs from protobufs. https://github.com/nipunn1313/mypy-protobuf https://github.com/nipunn1313/mypy-protobuf Apache-2.0 2017-12-11 21:55:05.000 2023-05-11 09:00:05.000 2023-03-13 20:38:27 472.0 9.0 70.0 19.0 415.0 10.0 106.0 563.0 2022-10-20 06:20:02.477 3.4.0 40.0 36.0 25 True nipunn1313/mypy-protobuf mypy-protobuf conda-forge/mypy-protobuf 85.0 https://pypi.org/project/mypy-protobuf 2022-10-20 06:20:02.477 85.0 1097248.0 1100359.0 https://anaconda.org/conda-forge/mypy-protobuf 2022-08-24 19:50:22.562 93344.0 3.0
165 163 check-manifest mgedmin/check-manifest linters Tool to check the completeness of MANIFEST.in for Python packages. https://github.com/mgedmin/check-manifest https://github.com/mgedmin/check-manifest MIT 2013-03-05 15:27:20.000 2023-05-02 14:07:31.000 2023-05-02 14:06:24 564.0 1.0 37.0 6.0 69.0 18.0 76.0 279.0 11.0 22.0 25 True check-manifest conda-forge/check-manifest 9129.0 9129.0 https://pypi.org/project/check-manifest 209481.0 211121.0 https://anaconda.org/conda-forge/check-manifest 2022-12-05 13:13:18.863 86924.0 3.0
166 164 data-science-types predictive-analytics-lab/data-science-types linters Mypy stubs, i.e., type information, for numpy, pandas and matplotlib. https://github.com/wearepal/data-science-types https://github.com/wearepal/data-science-types Apache-2.0 2019-09-20 11:45:49.000 2021-02-16 21:31:02.632 2021-02-16 17:29:00 446.0 53.0 9.0 171.0 33.0 23.0 194.0 2021-02-16 16:47:31.000 0.2.23 26.0 44.0 25 False wearepal/data-science-types data-science-types conda-forge/data-science-types 971.0 971.0 https://pypi.org/project/data-science-types 110077.0 110351.0 https://anaconda.org/conda-forge/data-science-types 2021-02-16 21:31:02.632 7969.0 3.0
167 165 eradicate myint/eradicate refactoring Removes commented-out code from Python files. https://github.com/wemake-services/eradicate https://github.com/wemake-services/eradicate 2012-12-23 04:39:48.000 2023-03-03 08:37:32.000 2023-03-02 07:12:43 177.0 3.0 23.0 4.0 22.0 6.0 16.0 177.0 2023-03-01 08:38:22.000 2.2.0 3.0 13.0 25 False wemake-services/eradicate eradicate conda-forge/eradicate 13352.0 13352.0 https://pypi.org/project/eradicate 578512.0 578751.0 https://anaconda.org/conda-forge/eradicate 2022-04-13 14:13:20.049 5980.0 2.0
168 166 PySnooper cool-RR/PySnooper debugging Never use print for debugging again. https://github.com/cool-RR/PySnooper https://github.com/cool-RR/PySnooper MIT 2019-04-18 13:55:43.000 2023-04-16 03:54:42.000 2023-04-12 09:10:26 308.0 1.0 928.0 234.0 114.0 21.0 100.0 15844.0 23.0 27.0 24 True pysnooper conda-forge/pysnooper https://pypi.org/project/pysnooper 291068.0 292374.0 https://anaconda.org/conda-forge/pysnooper 2022-04-04 02:05:04.609 62701.0 3.0
169 167 pyupgrade asottile/pyupgrade refactoring A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language. https://github.com/asottile/pyupgrade https://github.com/asottile/pyupgrade MIT 2017-02-28 17:50:31.000 2023-05-09 12:40:26.000 2023-05-09 12:40:25 1036.0 20.0 145.0 38.0 454.0 13.0 356.0 2637.0 112.0 34.0 24 True pyupgrade conda-forge/pyupgrade https://pypi.org/project/pyupgrade 382040.0 392283.0 https://anaconda.org/conda-forge/pyupgrade 2023-05-06 23:44:39.754 532663.0 2.0
170 168 beartype beartype/beartype linters Unbearably fast near-real-time runtime type-checking in pure Python. https://github.com/beartype/beartype https://github.com/beartype/beartype MIT 2020-04-03 06:06:22.000 2023-05-11 08:17:25.000 2023-05-11 07:44:58 926.0 81.0 34.0 12.0 39.0 45.0 138.0 1798.0 2023-05-02 04:55:53.000 0.14.0 25.0 16.0 24 True beartype conda-forge/beartype https://pypi.org/project/beartype 211904.0 213198.0 https://anaconda.org/conda-forge/beartype 2023-05-02 07:37:54.210 45290.0 3.0
171 169 pybuilder pybuilder/pybuilder build-tools Software build automation tool for Python. https://github.com/pybuilder/pybuilder https://github.com/pybuilder/pybuilder Apache-2.0 2012-07-23 11:38:06.000 2023-02-25 17:42:34.000 2023-02-25 17:42:34 1421.0 6.0 238.0 94.0 381.0 83.0 419.0 1527.0 2022-11-04 02:55:01.000 0.13.8 9.0 39.0 24 True pybuilder conda-forge/pybuilder https://pypi.org/project/pybuilder 20273.0 21100.0 https://anaconda.org/conda-forge/pybuilder 2023-02-22 05:27:45.894 42205.0 3.0
172 170 Mamba Test Runner nestorsalceda/mamba testing The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD). https://github.com/nestorsalceda/mamba https://github.com/nestorsalceda/mamba MIT 2013-03-12 18:53:42.000 2022-12-08 10:54:50.000 2020-11-16 12:31:58 468.0 63.0 22.0 85.0 28.0 52.0 503.0 2020-11-16 12:36:24.000 0.11.2 7.0 23.0 24 False mamba 761.0 761.0 https://pypi.org/project/mamba 12725.0 12725.0 3.0
173 171 xxh xxh/xxh shell Bring your favorite shell wherever you go through the ssh. https://github.com/xxh/xxh https://github.com/xxh/xxh BSD-2-Clause 2019-11-03 12:04:13.000 2023-04-27 07:35:08.000 2023-04-27 07:35:07 756.0 3.0 88.0 42.0 50.0 19.0 58.0 4380.0 2022-09-29 10:18:30.000 0.8.12 89.0 23.0 23 True xxh-xxh 74.0 74.0 https://pypi.org/project/xxh-xxh 253.0 290.0 3.0 1458.0
174 172 stackprinter cknd/stackprinter logging Debugging-friendly exceptions for Python. https://github.com/cknd/stackprinter https://github.com/cknd/stackprinter MIT 2018-09-05 10:58:47.000 2023-02-20 18:24:13.000 2023-02-20 18:24:13 204.0 2.0 35.0 8.0 34.0 6.0 21.0 1234.0 2022-11-24 20:29:05.000 0.2.10 7.0 7.0 23 True stackprinter conda-forge/stackprinter 256.0 256.0 https://pypi.org/project/stackprinter 419673.0 419783.0 https://anaconda.org/conda-forge/stackprinter 2020-10-31 17:18:37.537 5192.0 3.0
175 173 portray timothycrosley/portray documentation Your Project with Great Documentation. https://github.com/timothycrosley/portray https://github.com/timothycrosley/portray MIT 2019-08-21 05:14:04.000 2023-01-03 00:40:56.000 2023-01-03 00:40:56 266.0 71.0 18.0 42.0 32.0 31.0 838.0 2022-12-19 09:01:00.611 1.8.0 29.0 20.0 23 True portray 813.0 792.0 https://pypi.org/project/portray 2022-12-19 09:01:00.611 21.0 16907.0 16907.0 3.0
176 174 python-hunter ionelmc/python-hunter debugging Hunter is a flexible code tracing toolkit. https://github.com/ionelmc/python-hunter https://github.com/ionelmc/python-hunter BSD-2-Clause 2015-03-16 18:03:16.000 2023-04-26 13:55:11.805 2023-04-26 09:11:54 1074.0 19.0 42.0 15.0 21.0 39.0 54.0 724.0 2022-09-11 00:45:22.000 3.3.5 51.0 9.0 23 True hunter conda-forge/hunter 134.0 134.0 https://pypi.org/project/hunter 12504.0 14169.0 https://anaconda.org/conda-forge/hunter 2023-04-26 13:55:11.805 36639.0 3.0
177 175 redbaron pycqa/redbaron refactoring Bottom-up approach to refactoring in python. https://github.com/PyCQA/redbaron https://github.com/PyCQA/redbaron 2014-03-23 05:34:39.000 2022-01-29 21:54:37.000 2021-12-09 03:12:36 1672.0 71.0 26.0 106.0 66.0 47.0 662.0 2019-03-17 19:03:54.000 0.9.2 6.0 34.0 23 False redbaron 538.0 538.0 https://pypi.org/project/redbaron 31960.0 31960.0 2.0
178 176 Fixit Instagram/Fixit linters Advanced Python linting framework with auto-fixes and hierarchical configuration that makes it easy to write custom.. https://github.com/Instagram/Fixit https://github.com/Instagram/Fixit MIT 2020-02-20 19:09:01.000 2023-05-01 10:59:27.000 2023-04-26 22:45:49 259.0 40.0 48.0 20.0 242.0 41.0 41.0 398.0 2021-07-31 16:17:24.000 0.1.4 7.0 35.0 23 True fixit 41.0 39.0 https://pypi.org/project/fixit 2021-07-30 20:35:02.000 2.0 14126.0 14126.0 3.0
179 177 pytest-lazy-fixture tvorog/pytest-lazy-fixture testing It helps to use fixtures in pytest.mark.parametrize. https://github.com/TvoroG/pytest-lazy-fixture https://github.com/TvoroG/pytest-lazy-fixture MIT 2016-09-29 23:52:48.000 2022-01-27 10:32:34.000 2022-01-27 10:32:34 98.0 19.0 8.0 21.0 17.0 21.0 325.0 2020-02-01 18:04:00.000 0.6.3 12.0 9.0 23 False pytest-lazy-fixture conda-forge/pytest-lazy-fixture ['pytest'] 1857.0 1717.0 https://pypi.org/project/pytest-lazy-fixture 2020-02-01 18:04:00.000 140.0 440392.0 446642.0 https://anaconda.org/conda-forge/pytest-lazy-fixture 2020-02-01 18:49:47.818 456317.0 3.0
180 178 pytest-datadir gabrielcnr/pytest-datadir testing pytest plugin for manipulating test data directories and files. https://github.com/gabrielcnr/pytest-datadir https://github.com/gabrielcnr/pytest-datadir MIT 2015-07-02 21:41:44.000 2023-05-09 11:19:18.000 2023-05-09 11:19:18 116.0 5.0 22.0 6.0 41.0 9.0 12.0 201.0 2022-10-25 11:19:00.465 1.4.1 10.0 10.0 23 True pytest-datadir conda-forge/pytest-datadir ['pytest'] 1511.0 1394.0 https://pypi.org/project/pytest-datadir 2022-10-25 11:19:00.465 117.0 160166.0 162517.0 https://anaconda.org/conda-forge/pytest-datadir 2022-10-25 16:50:34.913 185754.0 3.0
181 179 flake8-black peterjc/flake8-black linters flake8 plugin to run black for checking Python coding style. https://github.com/peterjc/flake8-black https://github.com/peterjc/flake8-black MIT 2019-01-10 14:40:26.000 2023-04-03 20:28:50.813 2023-04-03 19:55:36 164.0 1.0 12.0 2.0 49.0 6.0 23.0 157.0 12.0 10.0 23 True flake8-black conda-forge/flake8-black ['flake8'] 6713.0 6713.0 https://pypi.org/project/flake8-black 760742.0 769975.0 https://anaconda.org/conda-forge/flake8-black 2023-04-03 20:28:50.813 433997.0 3.0
182 180 pandas-vet deppen8/pandas-vet linters A plugin for Flake8 that checks pandas code. https://github.com/deppen8/pandas-vet https://github.com/deppen8/pandas-vet MIT 2019-02-25 05:19:51.000 2023-05-02 20:44:59.000 2022-02-09 02:49:51 186.0 17.0 6.0 71.0 17.0 30.0 154.0 2022-02-09 03:17:52.000 0.2.3 4.0 12.0 23 False pandas-vet conda-forge/pandas-vet ['flake8'] 356.0 356.0 https://pypi.org/project/pandas-vet 64584.0 64890.0 https://anaconda.org/conda-forge/pandas-vet 2022-02-10 13:58:38.706 14953.0 3.0 51.0
183 181 flake8-builtins gforcada/flake8-builtins linters Check for python builtins being used as variables or parameters. https://github.com/gforcada/flake8-builtins https://github.com/gforcada/flake8-builtins GPL-2.0 2016-03-02 00:26:51.000 2022-12-23 19:26:57.671 2022-12-22 23:43:03 285.0 21.0 3.0 57.0 1.0 42.0 103.0 19.0 17.0 23 True flake8-builtins conda-forge/flake8-builtins ['flake8'] 8927.0 8927.0 https://pypi.org/project/flake8-builtins 614132.0 616698.0 https://anaconda.org/conda-forge/flake8-builtins 2022-12-23 19:26:57.671 200214.0 3.0
184 182 pytkdocs mkdocstrings/pytkdocs documentation Load Python objects documentation. https://github.com/mkdocstrings/pytkdocs https://github.com/mkdocstrings/pytkdocs ISC 2020-02-04 21:18:34.000 2022-03-30 17:22:48.000 2022-03-07 18:48:36 240.0 34.0 2.0 45.0 18.0 80.0 48.0 2022-03-07 18:48:43.000 0.16.1 26.0 23.0 23 False pytkdocs conda-forge/pytkdocs 1244.0 1222.0 https://pypi.org/project/pytkdocs 2022-03-07 18:48:43.000 22.0 102184.0 104820.0 https://anaconda.org/conda-forge/pytkdocs 2022-03-08 15:08:30.099 81742.0 3.0
185 183 better-exceptions Qix-/better-exceptions logging Pretty and useful exceptions in Python, automatically. https://github.com/Qix-/better-exceptions https://github.com/Qix-/better-exceptions MIT 2017-03-12 11:23:04.000 2023-03-23 11:09:43.000 2023-01-05 00:12:47 102.0 194.0 71.0 56.0 25.0 46.0 4361.0 2018-01-16 16:25:41.000 0.2.1 2.0 17.0 22 True better-exceptions https://pypi.org/project/better-exceptions 134556.0 134556.0 3.0
186 184 vprof nvdv/vprof profiling Visual profiler for Python. https://github.com/nvdv/vprof https://github.com/nvdv/vprof BSD-2-Clause 2015-06-29 03:59:39.000 2022-07-15 07:43:03.000 2022-07-15 07:43:03 620.0 154.0 72.0 32.0 26.0 57.0 3908.0 19.0 17.0 22 True vprof 109.0 109.0 https://pypi.org/project/vprof 3071.0 3071.0 3.0
187 185 pyrasite lmacken/pyrasite debugging Inject code into running Python processes. https://github.com/lmacken/pyrasite https://github.com/lmacken/pyrasite GPL-3.0 2011-09-10 06:01:20.000 2023-03-03 17:07:08.000 2023-03-03 17:07:08 349.0 3.0 197.0 59.0 44.0 40.0 16.0 2678.0 23.0 22 True pyrasite 48.0 48.0 https://pypi.org/project/pyrasite 24321.0 24321.0 3.0
188 186 PrettyErrors onelivesleft/PrettyErrors logging Prettify Python exception output to make it legible. https://github.com/onelivesleft/PrettyErrors https://github.com/onelivesleft/PrettyErrors MIT 2018-11-15 16:02:27.000 2021-11-27 17:41:04.999 2021-11-24 14:32:14 130.0 79.0 29.0 10.0 5.0 38.0 2638.0 2021-11-24 14:32:07.000 1.2.25 48.0 5.0 22 False pretty_errors conda-forge/pretty_errors 53.0 https://pypi.org/project/pretty_errors 2021-11-24 14:32:07.000 53.0 27220.0 27585.0 https://anaconda.org/conda-forge/pretty_errors 2021-11-27 17:41:04.999 10977.0 3.0
189 187 pyt python-security/pyt security A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications. https://github.com/python-security/pyt https://github.com/python-security/pyt GPL-2.0 2016-10-26 15:34:48.000 2020-12-25 03:47:37.000 2020-03-08 21:43:06 1576.0 232.0 70.0 116.0 21.0 78.0 2132.0 2018-11-01 16:02:57.000 0.42 1.0 22.0 22 False python-taint 85.0 85.0 https://pypi.org/project/python-taint 6882.0 6883.0 3.0 103.0
190 188 sixpack sixpack/sixpack testing Sixpack is a language-agnostic a/b-testing framework. https://github.com/sixpack/sixpack https://github.com/sixpack/sixpack BSD-2-Clause 2012-11-15 00:01:06.000 2022-08-21 18:43:32.000 2020-08-26 00:32:16 828.0 185.0 72.0 170.0 68.0 126.0 1748.0 2017-07-24 08:26:03.000 2.5.0 13.0 56.0 22 False sixpack 10.0 10.0 https://pypi.org/project/sixpack 385.0 385.0 3.0
191 189 pyflow David-OConnor/pyflow dependency-managers An installation and dependency system for Python. https://github.com/David-OConnor/pyflow https://github.com/David-OConnor/pyflow MIT 2019-07-15 09:40:29.000 2023-03-07 21:30:59.000 2022-03-11 18:31:51 368.0 45.0 22.0 55.0 62.0 72.0 1268.0 2021-07-02 13:10:00.000 0.3.1 26.0 28.0 22 False pyflow 42.0 42.0 https://pypi.org/project/pyflow 213.0 334.0 3.0 5471.0
192 190 snoop alexmojaki/snoop debugging A powerful set of Python debugging tools, based on PySnooper. https://github.com/alexmojaki/snoop https://github.com/alexmojaki/snoop MIT 2019-05-13 18:45:35.000 2022-12-22 20:22:27.544 2022-12-22 13:48:56 431.0 32.0 19.0 16.0 22.0 26.0 920.0 2022-12-22 13:51:11.775 0.4.3 14.0 22.0 22 True snoop conda-forge/snoop 22.0 https://pypi.org/project/snoop 2022-12-22 13:51:11.775 22.0 48549.0 48722.0 https://anaconda.org/conda-forge/snoop 2022-12-22 20:22:27.544 3292.0 3.0
193 191 pycco pycco-docs/pycco documentation Literate-style documentation generator. https://github.com/pycco-docs/pycco https://github.com/pycco-docs/pycco MIT 2010-06-29 07:02:31.000 2022-01-21 18:17:35.000 2019-12-20 19:59:49 222.0 137.0 16.0 65.0 29.0 28.0 822.0 2018-07-25 01:35:11.000 0.6.0 4.0 36.0 22 False pycco 296.0 296.0 https://pypi.org/project/pycco 1585.0 1585.0 3.0
194 192 green CleanCut/green testing Green is a clean, colorful, fast python test runner. https://github.com/CleanCut/green https://github.com/CleanCut/green MIT 2014-04-01 20:08:18.000 2023-05-10 18:42:14.000 2023-05-08 16:46:37 1087.0 14.0 74.0 25.0 77.0 5.0 173.0 762.0 8.0 39.0 22 True green conda-forge/green https://pypi.org/project/green 13333.0 15109.0 https://anaconda.org/conda-forge/green 2022-10-30 14:19:59.665 120782.0 3.0
195 193 autoflake myint/autoflake refactoring Removes unused imports and unused variables as reported by pyflakes. https://github.com/PyCQA/autoflake https://github.com/PyCQA/autoflake MIT 2012-12-27 03:40:17.000 2023-05-09 12:31:10.000 2023-05-09 12:31:08 587.0 27.0 71.0 14.0 153.0 34.0 69.0 761.0 14.0 37.0 22 True PyCQA/autoflake autoflake conda-forge/autoflake https://pypi.org/project/autoflake 1420155.0 1429771.0 https://anaconda.org/conda-forge/autoflake 2022-10-14 07:46:06.339 471209.0 2.0 -6.0
196 194 python-devtools samuelcolvin/python-devtools logging Dev tools for python. https://github.com/samuelcolvin/python-devtools https://github.com/samuelcolvin/python-devtools MIT 2017-08-20 15:30:06.000 2023-04-27 17:06:00.000 2023-04-27 17:06:00 122.0 8.0 32.0 11.0 79.0 11.0 38.0 735.0 2023-04-05 18:22:56.000 0.11.0 15.0 12.0 22 True python-devtools conda-forge/python-devtools 1446.0 1446.0 https://pypi.org/project/python-devtools 268.0 814.0 https://anaconda.org/conda-forge/python-devtools 2023-04-06 21:42:28.182 13669.0 3.0
197 195 buildout buildout/buildout build-tools Buildout is a deployment automation tool written in and extended with Python. https://github.com/buildout/buildout https://github.com/buildout/buildout 2012-03-25 21:47:18.000 2023-03-15 15:29:58.000 2022-11-08 15:07:52 1711.0 164.0 55.0 274.0 125.0 229.0 560.0 5.0 92.0 22 False zc.buildout conda-forge/zc.buildout https://pypi.org/project/zc.buildout 77826.0 79050.0 https://anaconda.org/conda-forge/zc.buildout 2022-03-31 09:12:41.632 24499.0 3.0 -7.0
198 196 constructor conda/constructor packaging tool for creating installers from conda packages. https://github.com/conda/constructor https://github.com/conda/constructor 2016-02-12 06:52:50.000 2023-05-11 13:24:59.000 2023-05-11 13:24:55 1091.0 12.0 154.0 32.0 359.0 33.0 278.0 406.0 2023-02-09 08:48:42.000 3.4.3 41.0 66.0 22 False constructor 14.0 14.0 78.0 https://anaconda.org/anaconda/constructor 2023-04-22 13:13:51.136 6375.0 3.0 228.0
199 197 baron PyCQA/baron refactoring IDE allow you to refactor code, Baron allows you to write refactoring code. https://github.com/PyCQA/baron https://github.com/PyCQA/baron LGPL-3.0 2013-03-21 12:19:00.000 2021-12-09 03:34:37.000 2021-12-09 03:33:22 1505.0 50.0 13.0 100.0 44.0 30.0 280.0 2019-02-25 23:55:38.000 0.8 12.0 33.0 22 False baron 278.0 278.0 https://pypi.org/project/baron 32063.0 32063.0 2.0
200 198 mkdocs-with-pdf orzih/mkdocs-with-pdf documentation Generate a single PDF file from MkDocs repository. https://github.com/orzih/mkdocs-with-pdf https://github.com/orzih/mkdocs-with-pdf MIT 2020-02-23 16:34:46.000 2023-01-07 04:42:28.000 2021-10-14 20:29:54 188.0 60.0 10.0 49.0 51.0 43.0 234.0 2021-07-03 02:09:02.000 0.9.3 27.0 6.0 22 False mkdocs-with-pdf ['mkdocs'] 324.0 324.0 https://pypi.org/project/mkdocs-with-pdf 23776.0 23776.0 3.0
201 199 xenon rubik/xenon code-metrics Monitoring tool based on radon. https://github.com/rubik/xenon https://github.com/rubik/xenon MIT 2014-02-14 14:19:20.000 2022-11-18 07:39:35.000 2022-02-24 16:06:18 113.0 19.0 5.0 15.0 9.0 27.0 219.0 2022-02-24 08:21:17.000 0.9.0 21.0 9.0 22 False xenon conda-forge/xenon 1121.0 1039.0 https://pypi.org/project/xenon 2022-02-24 08:21:17.000 82.0 128561.0 128857.0 https://anaconda.org/conda-forge/xenon 2019-10-12 20:39:43.883 19846.0 3.0
202 200 xdoctest Erotemic/xdoctest testing A rewrite of Pythons builtin doctest module (with pytest plugin integration) with AST instead of REGEX. https://github.com/Erotemic/xdoctest https://github.com/Erotemic/xdoctest Apache-2.0 2017-09-24 01:59:02.000 2023-04-19 05:31:49.000 2023-04-19 05:31:49 827.0 1.0 9.0 5.0 101.0 19.0 25.0 185.0 2023-01-30 01:24:01.118 1.1.1 67.0 9.0 22 True xdoctest conda-forge/xdoctest 127.0 https://pypi.org/project/xdoctest 2023-01-30 01:24:01.118 127.0 83503.0 86920.0 https://anaconda.org/conda-forge/xdoctest 2023-01-30 06:16:04.314 133290.0 3.0 conda-forge/xdoctest
203 201 pyenv-virtualenv pyenv/pyenv-virtualenv virtual-envs a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). https://github.com/pyenv/pyenv-virtualenv https://github.com/pyenv/pyenv-virtualenv MIT 2013-02-18 12:59:17.000 2023-04-16 21:01:19.000 2023-04-16 21:01:19 502.0 3.0 358.0 75.0 131.0 120.0 221.0 5496.0 2023-01-29 21:48:52.000 1.2.1 9.0 58.0 21 True 3.0
204 202 Profiling what-studio/profiling profiling Was an interactive continuous Python profiler. https://github.com/what-studio/profiling https://github.com/what-studio/profiling BSD-3-Clause 2014-09-03 10:35:57.000 2021-12-15 15:24:47.133 2020-08-24 01:31:58 433.0 120.0 75.0 25.0 17.0 20.0 2991.0 2017-06-28 06:10:16.000 0.1.3 4.0 18.0 21 False profiling 65.0 59.0 https://pypi.org/project/profiling 2017-06-28 06:10:16.000 6.0 6396.0 6396.0 3.0
205 203 shiv linkedin/shiv packaging shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all.. https://github.com/linkedin/shiv https://github.com/linkedin/shiv BSD-2-Clause 2018-03-13 18:46:23.000 2022-11-04 03:21:51.000 2022-11-04 03:21:51 205.0 80.0 27.0 113.0 36.0 76.0 1592.0 2022-11-02 23:26:19.000 1.0.3 18.0 39.0 21 True shiv https://pypi.org/project/shiv 23920.0 23929.0 3.0 454.0
206 204 Bowler facebookincubator/Bowler refactoring Safe code refactoring for modern Python. https://github.com/facebookincubator/Bowler https://github.com/facebookincubator/Bowler MIT 2018-06-07 21:44:17.000 2023-01-20 18:10:54.000 2023-01-20 18:08:14 186.0 92.0 31.0 75.0 38.0 34.0 1468.0 5.0 27.0 21 True bowler conda-forge/bowler https://pypi.org/project/bowler 94687.0 94980.0 https://anaconda.org/conda-forge/bowler 2019-06-12 18:37:14.246 15839.0 3.0
207 205 pyannotate dropbox/pyannotate refactoring Auto-generate PEP-484 annotations. https://github.com/dropbox/pyannotate https://github.com/dropbox/pyannotate Apache-2.0 2017-11-13 20:18:08.000 2022-07-03 08:24:17.000 2021-10-12 20:53:49 95.0 61.0 28.0 63.0 34.0 33.0 1384.0 2019-09-16 15:37:03.000 1.2.0 9.0 17.0 21 False pyannotate 144.0 115.0 https://pypi.org/project/pyannotate 2019-09-16 15:37:03.000 29.0 3262.0 3262.0 3.0
208 206 py2exe py2exe/py2exe packaging Create standalone Windows programs from Python code. https://github.com/py2exe/py2exe https://github.com/py2exe/py2exe 2019-03-11 13:16:35.000 2023-04-19 17:00:20.000 2023-01-27 11:02:15 1077.0 79.0 19.0 33.0 13.0 130.0 583.0 2022-11-05 16:32:25.000 0.13.0.0 17.0 17.0 21 False py2exe 1740.0 1740.0 https://pypi.org/project/py2exe 14468.0 14726.0 3.0 12920.0
209 207 pytest-randomly pytest-dev/pytest-randomly testing Pytest plugin to randomly order tests and control random.seed. https://github.com/pytest-dev/pytest-randomly https://github.com/pytest-dev/pytest-randomly MIT 2016-04-08 15:48:10.000 2023-05-09 05:15:45.000 2023-05-06 17:29:22 554.0 20.0 24.0 5.0 489.0 5.0 51.0 503.0 5.0 19.0 21 True pytest-randomly conda-forge/pytest-randomly https://pypi.org/project/pytest-randomly 725109.0 731712.0 https://anaconda.org/conda-forge/pytest-randomly 2022-05-12 01:12:32.731 125459.0 3.0
210 208 python-manhole ionelmc/python-manhole debugging Debugging manhole for python applications. https://github.com/ionelmc/python-manhole https://github.com/ionelmc/python-manhole BSD-2-Clause 2013-06-26 21:49:34.000 2022-12-17 09:19:57.000 2022-12-17 09:19:54 492.0 21.0 10.0 44.0 7.0 15.0 338.0 2021-03-24 19:56:29.000 1.7.0 14.0 11.0 21 True manhole conda-forge/manhole 247.0 247.0 https://pypi.org/project/manhole 17936.0 18559.0 https://anaconda.org/conda-forge/manhole 2022-11-02 02:11:21.465 13727.0 3.0
211 209 mkdocs-pdf-export-plugin zhaoterryy/mkdocs-pdf-export-plugin documentation An MkDocs plugin to export content pages as PDF files. https://github.com/zhaoterryy/mkdocs-pdf-export-plugin https://github.com/zhaoterryy/mkdocs-pdf-export-plugin MIT 2018-02-20 15:06:51.000 2022-11-22 05:06:36.000 2021-10-05 01:31:10 72.0 41.0 19.0 31.0 41.0 46.0 278.0 2021-10-05 01:33:27.000 0.5.10 24.0 11.0 21 False mkdocs-pdf-export-plugin ['mkdocs'] 394.0 388.0 https://pypi.org/project/mkdocs-pdf-export-plugin 2021-10-05 01:33:27.000 6.0 17811.0 17811.0 3.0
212 210 flake8-commas PyCQA/flake8-commas linters Flake8 extension for enforcing trailing commas in python. https://github.com/PyCQA/flake8-commas https://github.com/PyCQA/flake8-commas 2015-12-16 09:25:13.000 2021-10-13 19:25:52.000 2021-10-13 19:25:45 176.0 26.0 4.0 38.0 5.0 26.0 126.0 12.0 21 False flake8-commas ['flake8'] 15242.0 15242.0 https://pypi.org/project/flake8-commas 526174.0 526174.0 3.0
213 211 MonkeyType Instagram/MonkeyType refactoring A Python library that generates static type annotations by collecting runtime types. https://github.com/Instagram/MonkeyType https://github.com/Instagram/MonkeyType 2017-07-11 00:19:00.000 2023-03-20 22:56:45.195 2023-03-20 14:09:13 329.0 3.0 151.0 54.0 123.0 35.0 130.0 4209.0 16.0 45.0 20 False monkeytype conda-forge/monkeytype https://pypi.org/project/monkeytype 46911.0 47692.0 https://anaconda.org/conda-forge/monkeytype 2023-03-20 22:56:45.195 50017.0 3.0
214 212 Birdseye alexmojaki/birdseye debugging Graphical Python debugger which lets you easily view the values of all evaluated expressions. https://github.com/alexmojaki/birdseye https://github.com/alexmojaki/birdseye MIT 2017-07-22 18:49:20.000 2022-05-18 12:08:29.000 2022-05-18 12:07:17 415.0 74.0 42.0 48.0 20.0 34.0 1546.0 2022-05-18 12:08:29.000 0.9.4 39.0 10.0 20 True birdseye 4.0 https://pypi.org/project/birdseye 2022-05-18 12:08:29.000 4.0 1249.0 1249.0 3.0
215 213 sphinx-bootstrap-theme ryan-roemer/sphinx-bootstrap-theme documentation Sphinx Bootstrap Theme. https://github.com/ryan-roemer/sphinx-bootstrap-theme https://github.com/ryan-roemer/sphinx-bootstrap-theme MIT 2011-12-07 14:53:00.000 2022-02-28 16:14:56.000 2022-02-03 20:25:55 403.0 190.0 24.0 95.0 49.0 83.0 587.0 39.0 20 False sphinx-bootstrap-theme ['sphinx'] https://pypi.org/project/sphinx-bootstrap-theme 216250.0 216250.0 3.0
216 214 blacken-docs asottile/blacken-docs documentation Run `black` on python code blocks in documentation files. https://github.com/adamchainz/blacken-docs https://github.com/adamchainz/blacken-docs MIT 2018-06-03 02:48:01.000 2023-05-08 21:53:05.000 2023-05-06 17:29:10 325.0 19.0 32.0 6.0 177.0 12.0 55.0 511.0 10.0 16.0 20 True adamchainz/blacken-docs blacken-docs conda-forge/blacken-docs https://pypi.org/project/blacken-docs 119555.0 120381.0 https://anaconda.org/conda-forge/blacken-docs 2023-01-16 15:42:33.233 28093.0 3.0
217 215 pytest-plugins man-group/pytest-plugins testing A grab-bag of nifty pytest plugins. https://github.com/man-group/pytest-plugins https://github.com/man-group/pytest-plugins MIT 2015-08-14 07:52:32.000 2023-04-22 10:46:09.000 2022-11-03 10:04:57 807.0 69.0 24.0 112.0 45.0 59.0 509.0 4.0 62.0 20 True pytest-virtualenv conda-forge/pytest-shutil https://pypi.org/project/pytest-virtualenv 38652.0 39330.0 https://anaconda.org/conda-forge/pytest-shutil 2021-10-18 17:46:27.844 39337.0 3.0
218 216 sphinx-markdown-builder clayrisser/sphinx-markdown-builder documentation sphinx builder that outputs markdown files. https://github.com/clayrisser/sphinx-markdown-builder https://github.com/clayrisser/sphinx-markdown-builder MIT 2018-11-11 00:07:58.000 2023-01-23 14:44:55.000 2022-01-08 15:29:29 100.0 40.0 7.0 25.0 24.0 17.0 159.0 2022-01-08 15:31:25.000 0.5.5 23.0 17.0 20 False sphinx-markdown-builder ['sphinx'] 764.0 688.0 https://pypi.org/project/sphinx-markdown-builder 2022-01-08 15:31:25.000 76.0 35812.0 35812.0 3.0
219 217 lazydocs ml-tooling/lazydocs documentation Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx. https://github.com/ml-tooling/lazydocs https://github.com/ml-tooling/lazydocs MIT 2020-11-10 00:31:46.000 2023-03-25 02:13:36.000 2022-05-19 03:25:57 154.0 29.0 6.0 26.0 6.0 22.0 138.0 2021-07-27 09:00:22.000 0.4.8 13.0 9.0 20 True lazydocs 144.0 144.0 https://pypi.org/project/lazydocs 7273.0 7273.0 3.0
220 218 mkdocs-print-site-plugin timvink/mkdocs-print-site-plugin documentation MkDocs Plugin that adds an additional page that combines all pages, allowing easy exports to PDF and standalone HTML. https://github.com/timvink/mkdocs-print-site-plugin https://github.com/timvink/mkdocs-print-site-plugin MIT 2020-08-15 12:02:33.000 2022-12-07 11:39:27.000 2022-12-07 11:39:27 220.0 12.0 3.0 7.0 8.0 67.0 75.0 2022-06-01 11:11:09.000 2.3.4 39.0 4.0 20 True mkdocs-print-site-plugin ['mkdocs'] 208.0 208.0 https://pypi.org/project/mkdocs-print-site-plugin 10428.0 10428.0 3.0
221 219 mkdocs-git-revision-date-plugin zhaoterryy/mkdocs-git-revision-date-plugin documentation MkDocs plugin for setting revision date from git per markdown file. https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin MIT 2018-12-03 04:29:33.000 2023-03-28 19:19:30.000 2022-03-08 14:42:57 26.0 7.0 5.0 9.0 4.0 9.0 52.0 2022-03-08 14:43:59.000 0.3.2 2.0 7.0 20 False mkdocs-git-revision-date-plugin ['mkdocs'] 1375.0 1375.0 https://pypi.org/project/mkdocs-git-revision-date-plugin 40723.0 40723.0 3.0
222 220 heartrate alexmojaki/heartrate profiling Simple real time visualisation of the execution of a Python program. https://github.com/alexmojaki/heartrate https://github.com/alexmojaki/heartrate MIT 2019-04-24 17:02:28.000 2021-11-13 17:38:32.433 2021-11-13 14:58:04 27.0 122.0 34.0 4.0 5.0 4.0 1623.0 2.0 3.0 19 False heartrate conda-forge/heartrate 51.0 51.0 https://pypi.org/project/heartrate 1075.0 1175.0 https://anaconda.org/conda-forge/heartrate 2021-11-13 17:38:32.433 2307.0 3.0
223 221 assertpy ActivisionGameScience/assertpy testing Simple assertion library for unit testing in python with a fluent API. https://github.com/ActivisionGameScience/assertpy https://github.com/ActivisionGameScience/assertpy BSD-3-Clause 2017-11-21 01:38:07.332 2020-07-19 15:23:26.710 2019-10-30 17:50:10 279.0 57.0 1.0 381.0 13.0 10.0 19 False assertpy conda-forge/assertpy 104.0 https://pypi.org/project/assertpy 2020-07-19 14:39:02.000 104.0 398892.0 399196.0 https://anaconda.org/conda-forge/assertpy 2020-07-19 15:23:26.710 20110.0 3.0
224 222 flakehell life4/flakehell linters Flake8 wrapper to make it nice, legacy-friendly, configurable. https://github.com/life4/flakehell https://github.com/life4/flakehell MIT 2019-08-06 11:37:21.000 2021-01-11 21:35:41.000 2021-01-11 21:35:40 368.0 44.0 4.0 68.0 4.0 233.0 2021-01-11 18:40:32.000 0.9.0 28.0 16.0 19 False flakehell ['flake8'] 18.0 https://pypi.org/project/flakehell 2021-01-11 18:40:32.000 18.0 21350.0 21351.0 3.0 64.0
225 223 unimport hakancelik96/unimport refactoring The ultimate linter and formatter for removing unused import statements in your code. https://github.com/hakancelikdev/unimport https://github.com/hakancelikdev/unimport MIT 2019-09-08 09:49:24.000 2023-04-03 22:53:04.000 2023-04-03 22:41:28 472.0 4.0 20.0 4.0 174.0 8.0 97.0 194.0 2023-04-03 22:44:18.000 0.16.0 30.0 14.0 19 True hakancelikdev/unimport unimport https://pypi.org/project/unimport 12259.0 12259.0 3.0
226 224 dodgy landscapeio/dodgy security Looks at Python code to search for things which look dodgy such as passwords or diffs. https://github.com/landscapeio/dodgy https://github.com/landscapeio/dodgy MIT 2013-12-25 12:22:20.000 2021-08-29 14:44:21.000 2021-03-21 11:36:52 70.0 20.0 5.0 14.0 9.0 3.0 112.0 2.0 14.0 19 False dodgy conda-forge/dodgy 2362.0 2362.0 https://pypi.org/project/dodgy 415387.0 416132.0 https://anaconda.org/conda-forge/dodgy 2020-06-10 17:10:06.579 60361.0 3.0
227 225 pyformat myint/pyformat formatters Formats Python code to follow a consistent style. https://github.com/myint/pyformat https://github.com/myint/pyformat Saxpath 2013-03-24 21:45:30.000 2021-10-29 14:54:42.000 2019-05-24 17:17:56 199.0 7.0 7.0 6.0 4.0 3.0 91.0 2014-09-07 13:57:37.000 0.5.7 23.0 3.0 19 False pyformat 1823.0 1797.0 https://pypi.org/project/pyformat 2017-01-04 02:31:11.000 26.0 11523.0 11523.0 3.0
228 226 pip-run jaraco/pip-run dependency-managers pip-run - dynamic dependency loader for Python. https://github.com/jaraco/pip-run https://github.com/jaraco/pip-run MIT 2016-01-25 01:59:13.000 2023-05-11 01:12:41.000 2023-05-11 01:12:40 712.0 12.0 15.0 8.0 16.0 3.0 54.0 82.0 2023-04-15 15:09:02.982 10.0.7 46.0 15.0 19 True pip-run 3.0 https://pypi.org/project/pip-run 2023-01-23 01:18:02.345 3.0 4528.0 4528.0 3.0
229 227 pylint-flask jschaf/pylint-flask linters A Pylint plugin to analyze Flask applications. https://github.com/jschaf/pylint-flask https://github.com/jschaf/pylint-flask GPL-2.0 2015-06-27 20:11:12.000 2022-07-19 20:45:56.000 2022-07-19 20:45:38 40.0 7.0 4.0 8.0 5.0 6.0 62.0 4.0 7.0 19 True pylint-flask conda-forge/pylint-flask ['pylint'] 7298.0 7298.0 https://pypi.org/project/pylint-flask 314299.0 315413.0 https://anaconda.org/conda-forge/pylint-flask 2019-02-02 18:28:49.934 90276.0 3.0
230 228 fake2db emirozer/fake2db testing create custom test databases that are populated with fake data. https://github.com/emirozer/fake2db https://github.com/emirozer/fake2db GPL-2.0 2014-02-18 19:14:28.000 2019-11-25 09:19:01.000 2019-11-25 09:19:00 242.0 115.0 67.0 29.0 7.0 15.0 2186.0 2019-03-09 13:53:12.000 1.0.0 2.0 18.0 18 False fake2db 22.0 22.0 https://pypi.org/project/fake2db 173.0 173.0 3.0
231 229 xar facebookincubator/xar packaging executable archive format. https://github.com/facebookincubator/xar https://github.com/facebookincubator/xar 2017-06-29 18:15:26.000 2022-11-30 02:55:03.000 2022-11-18 15:26:38 97.0 54.0 41.0 22.0 6.0 25.0 1541.0 2020-12-02 20:33:26.000 20.12.2 3.0 38.0 18 False xar 25.0 25.0 https://pypi.org/project/xar 712.0 712.0 3.0
232 230 pynsist takluyver/pynsist packaging Build Windows installers for Python applications. https://github.com/takluyver/pynsist https://github.com/takluyver/pynsist 2014-03-30 19:11:21.000 2022-11-04 09:45:28.000 2022-04-21 14:15:55 556.0 115.0 32.0 90.0 23.0 143.0 840.0 30.0 18 False pynsist 190.0 190.0 https://pypi.org/project/pynsist 1601.0 1601.0 3.0
233 231 vex sashahart/vex virtual-envs Run a command in the named virtualenv. https://github.com/sashahart/vex https://github.com/sashahart/vex MIT 2014-05-09 03:20:02.000 2021-10-30 20:12:27.000 2019-05-10 19:18:48 200.0 25.0 14.0 24.0 2.0 40.0 374.0 2019-05-10 19:21:38.000 0.0.19 18.0 3.0 18 False vex 38.0 28.0 https://pypi.org/project/vex 2019-05-10 19:21:38.000 10.0 587.0 587.0 3.0
234 232 pytest-docker avast/pytest-docker testing Docker-based integration tests. https://github.com/avast/pytest-docker https://github.com/avast/pytest-docker MIT 2017-03-07 04:51:13.000 2023-02-12 10:13:02.000 2022-09-14 15:18:11 71.0 55.0 8.0 52.0 7.0 33.0 335.0 2022-04-09 19:12:33.000 0.12.0 11.0 16.0 18 True pytest-docker ['pytest'] https://pypi.org/project/pytest-docker 107851.0 107853.0 3.0 102.0
235 233 flake8-import-order PyCQA/flake8-import-order linters Flake8 plugin that checks import order against various Python Style Guides. https://github.com/PyCQA/flake8-import-order https://github.com/PyCQA/flake8-import-order LGPL-3.0 2014-03-16 12:46:09.000 2022-12-10 16:20:39.000 2022-12-10 16:20:39 292.0 68.0 9.0 100.0 10.0 90.0 268.0 11.0 46.0 18 True flake8-import-order conda-forge/flake8-import-order ['flake8'] https://pypi.org/project/flake8-import-order 328251.0 331222.0 https://anaconda.org/conda-forge/flake8-import-order 2022-11-28 21:20:05.953 231775.0 3.0 -6.0
236 234 cohesion mschwager/cohesion code-metrics A tool for measuring Python class cohesion. https://github.com/mschwager/cohesion https://github.com/mschwager/cohesion GPL-3.0 2016-08-11 21:09:32.000 2023-03-08 23:21:52.058 2023-03-08 16:15:03 84.0 6.0 4.0 9.0 2.0 4.0 12.0 196.0 2023-03-08 16:22:18.671 1.1.0 10.0 3.0 18 True cohesion conda-forge/cohesion 12.0 https://pypi.org/project/cohesion 2019-07-10 16:08:05.000 12.0 22423.0 22497.0 https://anaconda.org/conda-forge/cohesion 2023-03-08 23:21:52.058 1339.0 3.0
237 235 pynt rags/pynt build-tools A pynt of Python build. https://github.com/rags/pynt https://github.com/rags/pynt MIT 2012-11-17 13:12:49.000 2022-05-13 18:18:48.000 2019-10-04 19:05:46 128.0 18.0 11.0 10.0 6.0 13.0 157.0 2018-06-24 06:23:48.000 0.8.2 7.0 10.0 18 False pynt 143.0 115.0 https://pypi.org/project/pynt 2018-06-24 06:23:48.000 28.0 8981.0 8981.0 3.0
238 236 flake8-simplify MartinThoma/flake8-simplify linters A flake8 plugin that helps you to simplify code. https://github.com/MartinThoma/flake8-simplify https://github.com/MartinThoma/flake8-simplify MIT 2020-09-19 16:59:41.000 2023-04-20 23:00:31.000 2023-03-30 10:45:48 131.0 4.0 16.0 4.0 65.0 45.0 71.0 152.0 2022-07-28 16:33:54.000 0.19.3 20.0 12.0 18 True flake8-simplify conda-forge/flake8-simplify https://pypi.org/project/flake8-simplify 272936.0 273847.0 https://anaconda.org/conda-forge/flake8-simplify 2023-03-30 15:39:08.410 26447.0 3.0
239 237 unify myint/unify refactoring Modifies strings to all use the same quote where possible. https://github.com/myint/unify https://github.com/myint/unify MIT 2013-03-24 18:02:19.000 2022-07-04 21:06:04.000 2019-08-07 13:44:00 69.0 14.0 7.0 10.0 8.0 3.0 80.0 1.0 5.0 18 False unify conda-forge/unify 1148.0 1148.0 https://pypi.org/project/unify 96758.0 96811.0 https://anaconda.org/conda-forge/unify 2021-06-29 19:32:02.475 1233.0 3.0
240 238 dh-virtualenv spotify/dh-virtualenv virtual-envs Python virtualenvs in Debian packages. https://github.com/spotify/dh-virtualenv https://github.com/spotify/dh-virtualenv GPL-2.0 2013-10-09 19:03:43.000 2023-03-18 20:07:34.000 2023-01-03 15:31:24 422.0 175.0 43.0 153.0 31.0 171.0 1562.0 60.0 17 True 3.0
241 239 add-trailing-comma asottile/add-trailing-comma refactoring A tool (and pre-commit hook) to automatically add trailing commas to calls and literals. https://github.com/asottile/add-trailing-comma https://github.com/asottile/add-trailing-comma MIT 2017-07-10 00:55:50.000 2023-05-09 12:39:53.000 2023-05-09 12:39:52 411.0 14.0 18.0 5.0 176.0 48.0 292.0 11.0 17 True add-trailing-comma https://pypi.org/project/add-trailing-comma 30113.0 30113.0 3.0
242 240 flake8-mypy ambv/flake8-mypy linters A plugin for flake8 integrating Mypy. https://github.com/ambv/flake8-mypy https://github.com/ambv/flake8-mypy MIT 2017-02-26 02:27:33.000 2020-06-19 16:51:36.000 2020-06-19 16:51:00 50.0 15.0 4.0 13.0 19.0 3.0 103.0 8.0 17 False flake8-mypy ['flake8'] 1569.0 1569.0 https://pypi.org/project/flake8-mypy 41555.0 41555.0 3.0
243 241 mkdocs-versioning zayd62/mkdocs-versioning documentation A tool that allows for versioning sites built with mkdocs. https://github.com/zayd62/mkdocs-versioning https://github.com/zayd62/mkdocs-versioning MIT 2019-07-20 18:09:56.000 2021-08-01 15:51:53.000 2021-08-01 15:51:53 133.0 6.0 3.0 39.0 3.0 22.0 40.0 2021-02-11 10:24:03.000 0.4.0 2.0 5.0 17 False mkdocs-versioning ['mkdocs'] 56.0 56.0 https://pypi.org/project/mkdocs-versioning 2456.0 2456.0 3.0
244 242 pyenv-installer pyenv/pyenv-installer virtual-envs This tool is used to install `pyenv` and friends. https://github.com/pyenv/pyenv-installer https://github.com/pyenv/pyenv-installer MIT 2013-06-01 03:48:07.000 2023-04-02 13:29:37.000 2023-04-02 10:31:12 148.0 4.0 384.0 75.0 60.0 5.0 71.0 3618.0 39.0 16 True 3.0
245 243 reloadium reloadware/reloadium debugging ChatGPT, Hot Reloading and Profiling for Python. https://github.com/reloadware/reloadium https://github.com/reloadware/reloadium Apache-2.0 2022-01-15 03:01:41.000 2023-04-17 16:40:45.000 2023-04-17 16:40:45 46.0 4.0 40.0 24.0 22.0 17.0 84.0 2354.0 2.0 16 True reloadium https://pypi.org/project/reloadium 2481.0 2481.0 3.0
246 244 pyheat csurfer/pyheat profiling pprofile + matplotlib = Python program profiled as an awesome heatmap!. https://github.com/csurfer/pyheat https://github.com/csurfer/pyheat MIT 2017-02-04 22:56:02.000 2021-09-18 20:16:24.000 2021-09-18 20:16:24 55.0 40.0 13.0 6.0 6.0 9.0 764.0 5.0 16 False py-heat 52.0 52.0 https://pypi.org/project/py-heat 2326.0 2326.0 3.0
247 245 tbvaccine skorokithakis/tbvaccine logging A small utility to pretty-print Python tracebacks. https://github.com/skorokithakis/tbvaccine https://github.com/skorokithakis/tbvaccine MIT 2016-08-27 17:31:59.000 2020-03-01 19:24:46.000 2020-03-01 19:24:44 80.0 9.0 5.0 18.0 7.0 13.0 366.0 2017-07-27 16:45:20.000 0.2.2 8.0 12.0 16 False tbvaccine 11.0 11.0 https://pypi.org/project/tbvaccine 1218.0 1218.0 3.0
248 246 dlint dlint-py/dlint security Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure. https://github.com/dlint-py/dlint https://github.com/dlint-py/dlint BSD-3-Clause 2020-01-08 15:53:36.000 2023-04-11 15:03:37.804 2023-04-10 19:27:15 234.0 3.0 16.0 2.0 16.0 22.0 21.0 145.0 4.0 16.0 16 True dlint conda-forge/dlint https://pypi.org/project/dlint 154406.0 154545.0 https://anaconda.org/conda-forge/dlint 2023-04-11 15:03:37.804 2516.0 3.0
249 247 paver paver/paver build-tools Python-based project scripting. https://github.com/paver/paver https://github.com/paver/paver 2010-11-11 09:43:52.000 2023-04-16 21:21:15.000 2023-04-16 21:21:14 535.0 1.0 78.0 13.0 85.0 38.0 93.0 453.0 1.0 46.0 15 False paver conda-forge/paver https://pypi.org/project/paver 54871.0 55217.0 https://anaconda.org/conda-forge/paver 2018-07-24 12:48:36.122 27012.0 3.0 -9.0
250 248 imhotep justinabrahms/imhotep linters A static-analysis bot for Github. https://github.com/justinabrahms/imhotep https://github.com/justinabrahms/imhotep MIT 2012-12-17 01:26:32.000 2022-04-12 18:58:29.000 2022-04-12 18:50:47 399.0 33.0 7.0 67.0 18.0 26.0 221.0 17.0 15 False imhotep 11.0 11.0 https://pypi.org/project/imhotep 64.0 64.0 3.0
251 249 com2ann ilevkivskyi/com2ann refactoring Tool for translation type comments to type annotations in Python. https://github.com/ilevkivskyi/com2ann https://github.com/ilevkivskyi/com2ann MIT 2016-09-09 07:17:02.000 2023-04-27 10:41:39.000 2023-04-27 10:41:39 41.0 3.0 9.0 6.0 28.0 7.0 19.0 132.0 5.0 15 True com2ann 38.0 38.0 https://pypi.org/project/com2ann 11156.0 11156.0 3.0
252 250 flake8-bandit tylerwince/flake8-bandit linters Automated security testing using bandit and flake8. https://github.com/tylerwince/flake8-bandit https://github.com/tylerwince/flake8-bandit MIT 2017-10-28 23:19:09.000 2022-08-29 13:47:29.000 2022-08-29 13:45:55 70.0 26.0 5.0 17.0 10.0 16.0 101.0 12.0 15 True flake8-bandit ['flake8'] https://pypi.org/project/flake8-bandit 510966.0 510966.0 3.0
253 251 memory_profiler fabianp/memory_profiler profiling Monitor Memory usage of Python code. https://github.com/fabianp/memory_profiler https://github.com/fabianp/memory_profiler 2016-05-26 17:45:08.632 2022-11-16 08:09:24.242 2018-06-28 13:35:12 500.0 13.0 5.0 1.0 79.0 12.0 62.0 15 False memory_profiler conda-forge/memory_profiler https://pypi.org/project/memory_profiler 690361.0 694240.0 https://anaconda.org/conda-forge/memory_profiler 2022-11-16 08:09:24.242 325871.0 3.0
254 252 pytest-play pytest-dev/pytest-play testing pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files. https://github.com/pytest-dev/pytest-play https://github.com/pytest-dev/pytest-play Apache-2.0 2017-12-14 09:08:26.000 2019-08-20 15:57:27.000 2019-06-12 11:57:28 382.0 4.0 9.0 62.0 4.0 25.0 68.0 2019-06-12 11:59:29.000 2.3.1 23.0 3.0 15 False pytest-play ['pytest'] 31.0 21.0 https://pypi.org/project/pytest-play 2019-06-12 11:59:29.000 10.0 140.0 140.0 3.0
255 253 yala cemsbr/yala linters Yet Another Linter Aggregator. https://github.com/cemsbr/yala https://github.com/cemsbr/yala MIT 2017-06-02 22:45:50.000 2023-01-30 07:52:09.000 2023-01-30 07:50:18 198.0 5.0 2.0 136.0 1.0 11.0 14.0 2023-01-30 07:57:23.000 3.2.0 8.0 4.0 15 False yala ['flake8', 'pylint'] 49.0 49.0 https://pypi.org/project/yala 912.0 912.0 3.0
256 254 bellybutton hchasestevens/bellybutton linters Custom Python linting through AST expressions. https://github.com/hchasestevens/bellybutton https://github.com/hchasestevens/bellybutton MIT 2018-02-17 06:31:44.000 2022-09-20 12:04:08.000 2021-07-15 00:42:02 33.0 13.0 4.0 21.0 8.0 6.0 254.0 5.0 14 False bellybutton 37.0 37.0 https://pypi.org/project/bellybutton 3172.0 3172.0 3.0
257 255 pep8ify spulec/pep8ify refactoring A library that modifies python source code to conform to pep8. https://github.com/spulec/pep8ify https://github.com/spulec/pep8ify Apache-2.0 2012-06-03 03:31:33.000 2019-03-08 03:06:14.000 2014-10-24 20:36:38 154.0 12.0 6.0 7.0 6.0 12.0 117.0 6.0 14 False pep8ify 43.0 43.0 https://pypi.org/project/pep8ify 158.0 158.0 3.0
258 256 massedit elmotec/massedit refactoring Programmatically edit text files with Python. Useful for source to source transformations. https://github.com/elmotec/massedit https://github.com/elmotec/massedit MIT 2012-03-11 16:18:30.000 2022-03-17 12:52:23.000 2020-12-23 02:11:17 178.0 15.0 6.0 7.0 3.0 5.0 107.0 2020-12-23 02:19:02.000 0.69.1 9.0 8.0 14 False massedit https://pypi.org/project/massedit 1332.0 1332.0 3.0 20.0
259 257 autoimport lyz-code/autoimport formatters Autoimport automatically fixes wrong import statements. https://github.com/lyz-code/autoimport https://github.com/lyz-code/autoimport GPL-3.0 2020-10-16 22:43:09.000 2023-03-24 11:32:06.000 2023-03-24 11:30:59 532.0 2.0 14.0 2.0 200.0 8.0 30.0 72.0 13.0 14 True autoimport 102.0 102.0 https://pypi.org/project/autoimport 3781.0 3781.0 3.0
260 258 universal-build ml-tooling/universal-build build-tools Universal build utilities for containerized build pipelines. https://github.com/ml-tooling/universal-build https://github.com/ml-tooling/universal-build MIT 2020-10-19 14:57:21.000 2022-11-09 08:14:25.000 2022-09-15 18:19:20 395.0 7.0 4.0 34.0 3.0 19.0 2021-11-17 16:59:34.000 0.6.18 28.0 5.0 14 True universal-build 11.0 11.0 https://pypi.org/project/universal-build 218.0 218.0 3.0 18.0
261 259 subpar google/subpar packaging Subpar is a utility for creating self-contained python executables. It is designed to work well with Bazel. https://github.com/google/subpar https://github.com/google/subpar Apache-2.0 2016-08-03 20:11:35.000 2022-12-27 14:53:53.000 2022-12-19 19:23:19 95.0 67.0 18.0 75.0 34.0 30.0 555.0 2019-05-14 20:14:05.000 2.0.0 5.0 16.0 13 True 3.0
262 260 pycycle bndr/pycycle linters Tool for pinpointing circular imports in Python. Find cyclic imports in any project. https://github.com/bndr/pycycle https://github.com/bndr/pycycle MIT 2017-01-28 17:22:00.000 2022-01-15 20:44:01.000 2017-02-13 18:07:04 26.0 20.0 6.0 6.0 15.0 2.0 318.0 2.0 13 False pycycle 75.0 75.0 https://pypi.org/project/pycycle 2991.0 2991.0 3.0
263 261 freshenv raiyanyahya/freshenv virtual-envs Provision, share, manage local and cloud developer environments. https://github.com/raiyanyahya/freshenv https://github.com/raiyanyahya/freshenv MPL-2.0 2021-12-19 21:38:32.000 2023-03-03 20:00:09.000 2022-11-06 20:48:39 188.0 3.0 1.0 166.0 3.0 165.0 2022-08-09 15:40:30.000 3.0.0 5.0 3.0 13 True freshenv raiyanyahya/freshenv https://pypi.org/project/freshenv 64.0 64.0 https://anaconda.org/raiyanyahya/freshenv 3.0
264 262 pipenv-pipes gtalarico/pipenv-pipes virtual-envs A PipEnv Environment Switcher. https://github.com/gtalarico/pipenv-pipes https://github.com/gtalarico/pipenv-pipes MIT 2018-05-02 03:56:41.000 2022-12-08 02:07:55.000 2019-06-27 03:42:48 285.0 17.0 5.0 21.0 7.0 10.0 133.0 2018-11-08 03:05:43.000 0.7.1 25.0 5.0 13 False pipenv-pipes https://pypi.org/project/pipenv-pipes 2018-11-08 03:05:43.000 224.0 224.0 3.0
265 263 livepython agermanidis/livepython profiling Visually trace Python code in real-time. https://github.com/agermanidis/livepython https://github.com/agermanidis/livepython MIT 2017-10-03 00:19:59.000 2019-01-22 17:39:55.000 2017-11-14 21:27:52 20.0 168.0 78.0 4.0 11.0 15.0 2527.0 3.0 12 False 2.0 2.0 3.0
266 264 retype ambv/retype refactoring Re-apply type annotations from .pyi stubs to your codebase. https://github.com/ambv/retype https://github.com/ambv/retype MIT 2017-03-11 07:54:58.000 2022-08-15 09:53:04.970 2022-08-14 07:12:06 109.0 17.0 5.0 28.0 15.0 133.0 2022-08-14 07:05:53.000 22.8.0 7.0 9.0 12 True retype conda-forge/retype https://pypi.org/project/retype 584.0 929.0 https://anaconda.org/conda-forge/retype 2022-08-15 09:53:04.970 22134.0 3.0
267 265 pyship jamesabel/pyship packaging pyship - ship Python desktop apps to end users. https://github.com/jamesabel/pyship https://github.com/jamesabel/pyship MIT 2020-04-23 04:45:03.000 2023-04-30 19:29:43.000 2023-04-30 19:29:29 290.0 11.0 2.0 3.0 6.0 5.0 32.0 2.0 10 False pyship https://pypi.org/project/pyship 145.0 145.0 3.0
268 266 linty_fresh lyft/linty_fresh linters Surface lint errors during code review. https://github.com/lyft/linty_fresh https://github.com/lyft/linty_fresh Apache-2.0 2015-12-19 02:37:26.000 2023-03-20 01:44:54.000 2022-12-13 04:09:02 54.0 19.0 20.0 61.0 4.0 1.0 183.0 18.0 9 False linty-fresh ['flake8', 'mypy'] https://pypi.org/project/linty-fresh 12.0 12.0 3.0

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_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
- <b><a href="https://github.com/buildout/buildout">buildout</a></b> (🥉29 · 560 · 📈) - Buildout is a deployment automation tool written in and.. <code><a href="https://tldrlegal.com/search?q=ZPL-2.1">ZPL-2.1</a></code>
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- <b><a href="https://github.com/adamchainz/flake8-comprehensions">flake8-comprehensions</a></b> (🥉26 · 430 · 📈) - A flake8 plugin to help you write better.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/newville/asteval">asteval</a></b> (🥉26 · 150 · 📈) - minimalistic evaluator of python expression using ast module. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/paver/paver">paver</a></b> (🥉24 · 450 · 📈) - Python-based project scripting. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/python/mypy">mypy</a></b> (🥇46 · 15K · 📈) - Optional static typing for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/jazzband/pip-tools">pip-tools</a></b> (🥈38 · 6.8K · 📈) - A set of tools to keep your pinned Python dependencies fresh. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/pytest-dev/pytest-asyncio">pytest-asyncio</a></b> (🥈33 · 1.1K · 📈) - Asyncio support for pytest. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/pythonprofilers/memory_profiler">memory-profiler</a></b> (🥈29 · 3.9K · 📈) - Monitor Memory usage of Python code. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/pympler/pympler">pympler</a></b> (🥉25 · 1K · 💤) - Development tool to measure, monitor and analyze the memory.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
## 📉 Trending Down
_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
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- <b><a href="https://github.com/paver/paver">paver</a></b> (🥉15 · 450 · 📉) - Python-based project scripting. <code>Unlicensed</code>