Update best-of list for version 2023.01.26

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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/pypa/setuptools">setuptools</a></b> (🥇45 · 1.9K · 📈) - Official project repository for the Setuptools build system. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/mkdocstrings/mkdocstrings">mkdocstrings</a></b> (🥈31 · 1.1K · 📈) - Automatic documentation from sources, for MkDocs. <code><a href="http://bit.ly/3hkKRql">ISC</a></code> <code><img src="https://squidfunk.github.io/mkdocs-material/assets/favicon.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/eliben/pyelftools">pyelftools</a></b> (🥈29 · 1.6K · 📈) - Parsing ELF and DWARF in Python. <code><a href="http://bit.ly/3rvuUlR">Unlicense</a></code>
- <b><a href="https://github.com/cknd/stackprinter">stackprinter</a></b> (🥉27 · 1.2K · 📈) - Debugging-friendly exceptions for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/python-security/pyt">pyt</a></b> (🥉24 · 2.1K · 💀) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. <code><a href="http://bit.ly/2KucAZR">GPL-2.0</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/pytest-dev/pytest-cov">pytest-cov</a></b> (🥇35 · 1.4K · 📉) - Coverage plugin for pytest. <code><a href="http://bit.ly/34MBwT8">MIT</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/pytest-dev/pytest-xdist">pytest-xdist</a></b> (🥈34 · 1.1K · 📉) - pytest plugin for distributed testing and loop-on-.. <code><a href="http://bit.ly/34MBwT8">MIT</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/wolph/python-progressbar">progressbar2</a></b> (🥈34 · 800 · 📉) - Progressbar 2 - A progress bar for Python 2 and Python 3 -.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/numpy/numpydoc">numpydoc</a></b> (🥈33 · 22K · 📉) - Numpys Sphinx extensions. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://www.sphinx-doc.org/en/master/_static/favicon.svg" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/madzak/python-json-logger">python-json-logger</a></b> (🥈33 · 1.4K · 📉) - Json Formatter for the standard python logger. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></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,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,contributor_count,projectrank,show,open_issue_count,pypi_id,conda_id,labels,dependent_project_count,github_dependent_project_count,pypi_url,pypi_latest_release_published_at,pypi_monthly_downloads,monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,pypi_dependent_project_count,trending,github_release_downloads,dockerhub_id,dockerhub_url,dockerhub_latest_release_published_at,dockerhub_stars,dockerhub_pulls,npm_id,npm_url,npm_latest_release_published_at,npm_dependent_project_count,npm_monthly_downloads,cargo_id,cargo_url,cargo_latest_release_published_at,cargo_dependent_project_count,cargo_monthly_downloads,cargo_total_downloads,updated_github_id,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 13:09:27.000,2023-01-19 17:35:05.000,2023-01-19 17:35:03,196.0,22.0,135.0,52.0,122.0,2.0,1791.0,2023-01-19 17:35:11.000,2023.01.19,73.0,9.0,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
1,best-of-mkdocs,pawamoy/best-of-mkdocs,documentation,Collection of MkDocs projects and plugins.,True,https://github.com/pawamoy/best-of-mkdocs,https://github.com/pawamoy/best-of-mkdocs,CC-BY-SA-4.0,2022-04-17 07:48:22.000,2023-01-19 19:07:05.000,2023-01-19 19:07:05,138.0,12.0,3.0,5.0,59.0,2.0,126.0,2023-01-19 19:07:15.000,2023.01.19,44.0,4.0,0,True,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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 20:28:27.000,2023-01-24 10:30:55.000,2023-01-24 10:07:42,14856.0,87.0,2229.0,194.0,4899.0,4381.0,9723.0,2023-01-14 12:19:00.550,7.2.1,157.0,849.0,47,True,833.0,pytest,conda-forge/pytest,['pytest'],683138.0,683138.0,https://pypi.org/project/pytest,2022-10-25 07:58:10.000,46182206.0,46412715.0,https://anaconda.org/conda-forge/pytest,2023-01-14 20:10:41.940,17979745.0,1.0,,,,,,,,,,,,,,,,,,,,,
5,pip,pypa/pip,dependency-managers,The Python package installer.,,https://github.com/pypa/pip,https://github.com/pypa/pip,MIT,2011-03-06 14:30:46.000,2023-01-26 06:32:41.000,2023-01-22 12:59:09,13517.0,130.0,2817.0,307.0,5086.0,5741.0,8491.0,2022-11-05 15:58:21.647,22.3.1,126.0,712.0,46,True,987.0,pip,conda-forge/pip,,124076.0,113398.0,https://pypi.org/project/pip,2022-05-31 11:19:58.000,105155923.0,105976522.0,https://anaconda.org/conda-forge/pip,2022-11-05 19:03:00.168,64006792.0,1.0,10678.0,,,,,,,,,,,,,,,,,,,,
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 00:44:02.000,2023-01-26 08:29:37.000,2023-01-26 08:29:35,8211.0,225.0,1807.0,361.0,1638.0,3658.0,23576.0,2022-12-19 10:24:49.000,2022.12.19,348.0,455.0,45,True,230.0,pipenv,conda-forge/pipenv,,59898.0,58657.0,https://pypi.org/project/pipenv,2022-09-08 15:02:03.491,5299692.0,5301901.0,https://anaconda.org/conda-forge/pipenv,2022-12-19 20:02:53.055,86156.0,1.0,1241.0,,,,,,,,,,,,,,,,,,,,
7,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 14:02:33.000,2023-01-25 19:53:35.000,2023-01-23 14:27:58,13572.0,220.0,987.0,90.0,1347.0,1702.0,1916.0,2023-01-20 19:59:38.000,66.1.1,531.0,555.0,45,True,549.0,setuptools,conda-forge/setuptools,,294485.0,257926.0,https://pypi.org/project/setuptools,2022-11-24 06:11:23.022,191157102.0,192013541.0,https://anaconda.org/conda-forge/setuptools,2023-01-21 11:38:02.812,66802276.0,1.0,36559.0,1.0,,,,,,,,,,,,,,,,,,,
8,black,psf/black,formatters,The uncompromising Python code formatter.,,https://github.com/psf/black,https://github.com/psf/black,MIT,2018-03-14 19:54:45.000,2023-01-25 16:04:35.000,2023-01-24 13:43:24,1505.0,58.0,1949.0,230.0,1320.0,1834.0,31081.0,2022-12-09 15:59:15.665,22.12.0,44.0,358.0,44,True,371.0,black,conda-forge/black,,242214.0,234369.0,https://pypi.org/project/black,2022-06-28 00:39:54.000,15278945.0,15387358.0,https://anaconda.org/conda-forge/black,2023-01-12 16:43:47.103,6039175.0,1.0,7845.0,,26297.0,,,,,,,,,,,,,,,,,,
9,mypy,python/mypy,linters,Optional static typing for Python.,,https://github.com/python/mypy,https://github.com/python/mypy,MIT,2012-12-07 13:30:23.000,2023-01-26 04:25:03.000,2023-01-24 17:46:17,10920.0,206.0,2407.0,225.0,5878.0,6329.0,14698.0,,,98.0,627.0,44,True,2382.0,mypy,conda-forge/mypy,,122740.0,116462.0,https://pypi.org/project/mypy,2022-10-03 14:22:39.864,11797711.0,11839289.0,https://anaconda.org/conda-forge/mypy,2023-01-12 17:53:33.040,2577868.0,1.0,6278.0,,,,,,,,,,,,,,,,,,,,
10,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 14:01:48.000,2023-01-24 13:55:12.000,2023-01-24 13:55:11,5871.0,28.0,1289.0,240.0,597.0,1372.0,9018.0,2022-11-07 18:47:02.742,5.9.4,88.0,191.0,44,True,239.0,psutil,conda-forge/psutil,,265392.0,249444.0,https://pypi.org/project/psutil,2022-09-04 20:17:41.866,60067750.0,60296898.0,https://anaconda.org/conda-forge/psutil,2022-11-08 06:03:33.939,18561039.0,1.0,15948.0,,,,,,,,,,,,,,,,,,,,
11,sphinx,sphinx-doc/sphinx,documentation,The Sphinx documentation generator.,,https://github.com/sphinx-doc/sphinx,https://github.com/sphinx-doc/sphinx,BSD-3-Clause,2015-01-02 10:53:28.000,2023-01-25 09:29:42.000,2023-01-24 13:45:46,19887.0,144.0,1840.0,142.0,4799.0,5253.0,5152.0,2023-01-10 18:23:33.461,6.1.3,181.0,769.0,43,True,1148.0,sphinx,conda-forge/sphinx,['sphinx'],307429.0,247480.0,https://pypi.org/project/sphinx,2022-06-02 18:12:32.000,10046168.0,10135311.0,https://anaconda.org/conda-forge/sphinx,2023-01-12 15:29:33.921,6864040.0,1.0,59949.0,,,,,,,,,,,,,,,,,,,,
12,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 15:28:09.000,2023-01-25 20:43:22.000,2023-01-23 19:25:02,3648.0,79.0,1477.0,540.0,891.0,941.0,41756.0,2023-01-19 15:07:26.000,13.2.0,175.0,203.0,42,True,103.0,rich,conda-forge/rich,,51342.0,49223.0,https://pypi.org/project/rich,2022-05-24 06:40:55.000,17435285.0,17528673.0,https://anaconda.org/conda-forge/rich,2023-01-20 18:09:04.476,2801667.0,1.0,2119.0,,,,,,,,,,,,,,,,,,,,
13,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 13:13:14.000,2023-01-25 23:26:12.000,2022-09-03 10:56:22,1928.0,,1170.0,206.0,499.0,560.0,23839.0,2022-09-03 18:04:55.000,4.64.1,130.0,112.0,42,True,376.0,tqdm,conda-forge/tqdm,,404032.0,381603.0,https://pypi.org/project/tqdm,2022-04-04 01:48:46.000,44954266.0,45165611.0,https://anaconda.org/conda-forge/tqdm,2022-09-03 14:17:41.115,16682134.0,1.0,22429.0,,10533.0,tqdm/tqdm,https://hub.docker.com/r/tqdm/tqdm,2022-11-12 01:50:51.768311,2.0,4066.0,,,,,,,,,,,,,
14,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 22:09:23.000,2023-01-26 13:46:14.000,2023-01-25 08:43:32,4904.0,297.0,2729.0,110.0,2160.0,1677.0,12529.0,2023-01-19 20:39:00.951,9.0.6,297.0,183.0,42,True,12.0,mkdocs-material,conda-forge/mkdocs-material,['mkdocs'],20994.0,20994.0,https://pypi.org/project/mkdocs-material,2022-11-08 14:44:39.000,1694041.0,1698547.0,https://anaconda.org/conda-forge/mkdocs-material,2023-01-19 23:37:38.449,198280.0,1.0,,,,,,,,,,,,,,,,,,,,,
15,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 11:05:56.000,2023-01-25 00:08:43.000,2023-01-25 00:08:42,8648.0,117.0,1852.0,234.0,2100.0,4492.0,9971.0,2022-12-04 15:08:42.000,5.7.0,47.0,446.0,42,True,270.0,pyinstaller,conda-forge/pyinstaller,,35026.0,34838.0,https://pypi.org/project/pyinstaller,2022-05-17 18:32:22.000,834585.0,846195.0,https://anaconda.org/conda-forge/pyinstaller,2022-12-13 12:32:51.658,393905.0,1.0,188.0,,734728.0,,,,,,,,,,,,,,,,,,
16,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 17:06:24.000,2023-01-21 20:40:21.000,2023-01-21 20:40:21,2355.0,47.0,261.0,33.0,298.0,1465.0,2601.0,2022-11-23 19:29:25.198,6.0.0,87.0,172.0,42,True,25.0,flake8,conda-forge/flake8,,376735.0,334844.0,https://pypi.org/project/flake8,2021-10-11 12:42:47.000,18860272.0,18929573.0,https://anaconda.org/conda-forge/flake8,2022-11-25 17:20:29.044,5474823.0,1.0,41891.0,,,,,,,,,,,,,,,,,,,,
17,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 11:10:38.000,2023-01-25 08:35:15.000,2023-01-18 17:34:13,13820.0,57.0,2070.0,479.0,616.0,3767.0,7716.0,2023-01-09 21:14:31.299,6.0.2,97.0,172.0,41,True,284.0,robotframework,conda-forge/robotframework,,7732.0,6684.0,https://pypi.org/project/robotframework,2022-05-16 07:56:15.000,1456475.0,1458294.0,https://anaconda.org/conda-forge/robotframework,2023-01-12 19:48:17.751,108846.0,1.0,1048.0,,539.0,,,,,,,,,,,,,,,,,,
18,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,MPL-2.0,2013-03-10 13:51:19.000,2023-01-26 13:13:22.000,2023-01-26 13:13:09,12654.0,149.0,544.0,67.0,2203.0,1307.0,6476.0,2023-01-24 10:50:56.932,6.65.0,1015.0,299.0,41,True,49.0,hypothesis,conda-forge/hypothesis,,17821.0,15849.0,https://pypi.org/project/hypothesis,2022-07-05 05:13:25.000,3665155.0,3755720.0,https://anaconda.org/conda-forge/hypothesis,2023-01-24 14:47:38.891,7064083.0,1.0,1972.0,,,,,,,,,,,,,,,,,,,,
19,jedi,davidhalter/jedi,refactoring,"Awesome autocompletion, static analysis and refactoring library for python.",,https://github.com/davidhalter/jedi,https://github.com/davidhalter/jedi,MIT,2012-02-19 23:12:30.000,2023-01-10 19:57:58.000,2023-01-10 19:57:58,8327.0,33.0,480.0,112.0,565.0,1288.0,5323.0,2022-11-21 22:34:01.796,0.18.2,32.0,157.0,41,True,48.0,jedi,conda-forge/jedi,,273763.0,265455.0,https://pypi.org/project/jedi,2021-11-17 00:47:47.000,16107673.0,16291449.0,https://anaconda.org/conda-forge/jedi,2022-11-22 16:27:48.875,13783235.0,1.0,8308.0,,,,,,,,,,,,,,,,,,,,
20,pylint,PyCQA/pylint,linters,Its not just a linter that annoys you!.,,https://github.com/PyCQA/pylint,https://github.com/PyCQA/pylint,GPL-2.0,2015-12-09 05:40:02.000,2023-01-26 12:36:13.000,2023-01-26 11:40:51,8251.0,295.0,956.0,73.0,3396.0,4063.0,4456.0,2023-01-22 14:40:16.000,2.16.0b1,162.0,508.0,41,True,690.0,pylint,conda-forge/pylint,,325118.0,303841.0,https://pypi.org/project/pylint,2022-06-29 13:48:28.000,11860737.0,11907733.0,https://anaconda.org/conda-forge/pylint,2023-01-09 20:11:48.899,3618699.0,1.0,21277.0,,,,,,,,,,,,,,,,,,,,
21,virtualenv,pypa/virtualenv,virtual-envs,Virtual Python Environment builder.,,https://github.com/pypa/virtualenv,https://github.com/pypa/virtualenv,MIT,2011-03-06 14:33:27.000,2023-01-20 18:10:41.000,2023-01-13 17:50:03,631.0,34.0,970.0,160.0,1202.0,1182.0,4368.0,2022-12-05 22:47:06.493,20.17.1,197.0,241.0,41,True,76.0,virtualenv,conda-forge/virtualenv,,229686.0,211930.0,https://pypi.org/project/virtualenv,2022-07-27 21:53:47.000,38380385.0,38428954.0,https://anaconda.org/conda-forge/virtualenv,2022-12-10 21:22:07.054,3399890.0,2.0,17756.0,,,,,,,,,,,,,,,,,,,,
22,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 16:54:22.000,2023-01-26 11:34:02.000,2023-01-26 11:34:02,539.0,216.0,459.0,41.0,1245.0,1486.0,3153.0,2023-01-25 23:02:01.177,4.4.2,181.0,268.0,41,True,70.0,tox,conda-forge/tox,['pytest'],90131.0,69240.0,https://pypi.org/project/tox,2022-06-29 23:24:55.000,13257102.0,13266763.0,https://anaconda.org/conda-forge/tox,2023-01-18 22:31:34.228,618327.0,1.0,20891.0,,,,,,,,,,,,,,,,,,,,
23,mkdocs,mkdocs/mkdocs,documentation,Project documentation with Markdown.,,https://github.com/mkdocs/mkdocs,https://github.com/mkdocs/mkdocs,BSD-2-Clause,2014-01-11 21:05:21.000,2023-01-19 13:38:50.000,2022-11-06 23:57:33,1821.0,7.0,2158.0,232.0,1102.0,1647.0,15745.0,2022-11-01 18:34:14.000,1.4.2,55.0,225.0,40,True,133.0,mkdocs,conda-forge/mkdocs,['mkdocs'],33884.0,30135.0,https://pypi.org/project/mkdocs,2022-03-26 19:53:18.000,1156724.0,1159479.0,https://anaconda.org/conda-forge/mkdocs,2022-11-12 09:58:55.579,223189.0,1.0,3749.0,,,,,,,,,,,,,,,,,,,,
24,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 00:39:38.000,2023-01-25 22:23:14.000,2023-01-25 22:23:13,2403.0,113.0,698.0,87.0,1017.0,1654.0,9612.0,2023-01-24 01:44:45.000,3.0.0,171.0,147.0,40,True,23.0,pre-commit,conda-forge/pre-commit,,76303.0,72856.0,https://pypi.org/project/pre-commit,2022-05-05 13:55:13.000,7117053.0,7179160.0,https://anaconda.org/conda-forge/pre-commit,2023-01-24 11:29:44.131,2368779.0,1.0,3447.0,,277273.0,,,,,,,,,,,,,,,,,,
25,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 22:22:53.000,2023-01-26 05:36:38.000,2023-01-26 05:36:38,4038.0,124.0,505.0,44.0,902.0,1048.0,5500.0,2022-12-21 21:06:15.253,5.11.4,140.0,276.0,40,True,132.0,isort,conda-forge/isort,,323840.0,308721.0,https://pypi.org/project/isort,2021-11-09 05:42:44.000,23980493.0,24034224.0,https://anaconda.org/conda-forge/isort,2023-01-17 22:06:35.824,4191044.0,2.0,15119.0,,,,,,,,,,,,,,,,,,,,
26,conda,conda/conda,dependency-managers,"OS-agnostic, system-level binary package manager and ecosystem.",,https://github.com/conda/conda,https://github.com/conda/conda,BSD-3-Clause,2012-10-15 22:08:03.000,2023-01-26 14:02:09.000,2023-01-25 12:53:20,16176.0,82.0,1289.0,196.0,3423.0,7904.0,5117.0,2023-01-18 22:30:15.000,23.1.0,100.0,412.0,40,True,1016.0,conda,conda-forge/conda,,1090.0,,https://pypi.org/project/conda,2017-04-22 23:38:35.000,93263.0,569851.0,https://anaconda.org/conda-forge/conda,2022-12-07 23:51:39.020,36697345.0,1.0,1090.0,,,,,,,,,,,,,,,,,,,,
27,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 15:23:47.000,2023-01-26 12:17:39.000,2023-01-24 06:17:24,2729.0,96.0,1885.0,185.0,2228.0,4113.0,23423.0,2023-01-10 18:28:25.700,1.3.2,157.0,430.0,39,True,664.0,poetry,conda-forge/poetry,,155.0,,https://pypi.org/project/poetry,2022-08-31 03:48:14.633,9890083.0,10165902.0,https://anaconda.org/conda-forge/poetry,2023-01-11 10:44:45.091,749542.0,2.0,155.0,,14867301.0,,,,,,,,,,,,,,,,,,
28,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,BSD-2-Clause,2018-06-18 22:51:10.000,2023-01-25 17:06:18.000,2023-01-25 15:41:14,1624.0,70.0,341.0,60.0,1038.0,639.0,1413.0,2023-01-23 10:15:50.376,1.14.0,172.0,160.0,39,True,180.0,sentry-sdk,conda-forge/sentry-sdk,,28439.0,28439.0,https://pypi.org/project/sentry-sdk,2022-10-21 14:39:28.000,16965411.0,16971985.0,https://anaconda.org/conda-forge/sentry-sdk,2023-01-23 15:31:02.897,324443.0,1.0,,,3727.0,,,,,,,,,,,,,,,,,,
29,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 00:43:37.000,2023-01-05 10:21:31.000,2022-12-13 06:27:57,1353.0,26.0,688.0,119.0,449.0,591.0,4757.0,2022-11-23 18:29:05.901,2.10.0,16.0,131.0,38,True,115.0,pycodestyle,conda-forge/pycodestyle,,307082.0,295721.0,https://pypi.org/project/pycodestyle,2021-10-11 00:56:25.000,26090240.0,26161922.0,https://anaconda.org/conda-forge/pycodestyle,2022-11-24 16:23:10.571,5662930.0,1.0,11361.0,,,,,,,,,,,,,,,,,,,,
30,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 17:10:49.000,2023-01-24 14:51:11.000,2023-01-18 19:14:31,1442.0,20.0,1701.0,161.0,655.0,583.0,4286.0,2022-11-04 19:24:09.941,1.1.1,40.0,113.0,38,True,218.0,sphinx_rtd_theme,conda-forge/sphinx_rtd_theme,['sphinx'],6054.0,16.0,https://pypi.org/project/sphinx_rtd_theme,2022-10-13 20:24:36.386,4059971.0,4099786.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2022-12-12 17:56:57.173,3065818.0,2.0,6038.0,,,,,,,,,,,,,,,,,,,,
31,packaging,pypa/packaging,packaging,Core utilities for Python packages.,,https://github.com/pypa/packaging,https://github.com/pypa/packaging,Apache-2.0,2014-05-15 22:49:43.000,2023-01-25 23:46:25.000,2023-01-25 23:46:25,632.0,50.0,212.0,25.0,367.0,240.0,457.0,2023-01-08 18:19:14.000,23.0,41.0,86.0,38,True,73.0,packaging,conda-forge/packaging,,592385.0,574883.0,https://pypi.org/project/packaging,2021-11-18 00:39:10.000,129547785.0,129865669.0,https://anaconda.org/conda-forge/packaging,2023-01-12 00:11:49.688,25111598.0,1.0,17502.0,,657.0,,,,,,,,,,,,,,,,,,
32,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 08:49:15.000,2023-01-25 09:41:56.000,2023-01-25 07:28:59,4574.0,102.0,1354.0,493.0,585.0,1361.0,22181.0,2023-01-14 15:00:47.000,3.3.1,92.0,168.0,37,True,244.0,glances,conda-forge/glances,,626.0,576.0,https://pypi.org/project/glances,2022-05-26 08:29:00.000,424192.0,426418.0,https://anaconda.org/conda-forge/glances,2023-01-17 20:09:23.663,181871.0,1.0,50.0,,865.0,,,,,,,,,,,,,,,,,,
33,Nuitka,Nuitka/Nuitka,packaging,"Nuitka is a Python compiler written in Python. Its fully compatible with Python 2.6, 2.7, 3.3, 3.4, 3.5, 3.6, 3.7,..",,https://github.com/Nuitka/Nuitka,https://github.com/Nuitka/Nuitka,Apache-2.0,2013-04-23 15:40:33.000,2023-01-26 14:28:24.000,2023-01-26 14:24:17,10398.0,412.0,437.0,131.0,283.0,1455.0,8166.0,2023-01-11 11:08:03.758,1.3.7,233.0,130.0,37,True,229.0,nuitka,conda-forge/nuitka,,879.0,842.0,https://pypi.org/project/nuitka,2022-06-30 07:52:49.000,53775.0,59206.0,https://anaconda.org/conda-forge/nuitka,2023-01-19 13:37:26.542,439957.0,2.0,37.0,,,,,,,,,,,,,,,,,,,,
34,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 08:50:26.000,2023-01-21 14:48:34.000,2022-12-28 17:10:08,1858.0,65.0,557.0,104.0,870.0,787.0,6567.0,2022-12-17 18:13:03.703,6.12.1,109.0,187.0,37,True,124.0,pip-tools,conda-forge/pip-tools,,1867.0,,https://pypi.org/project/pip-tools,2022-06-30 09:26:49.000,7853315.0,7855409.0,https://anaconda.org/conda-forge/pip-tools,2023-01-21 08:42:23.903,69134.0,2.0,1867.0,,,,,,,,,,,,,,,,,,,,
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 20:08:51.000,2022-12-16 10:58:26.000,2022-12-15 14:53:41,2808.0,17.0,279.0,66.0,216.0,349.0,4245.0,2022-12-15 15:08:07.499,2.0.1,72.0,57.0,37,True,104.0,autopep8,conda-forge/autopep8,,159370.0,153685.0,https://pypi.org/project/autopep8,2021-10-24 06:47:35.000,2672940.0,2685211.0,https://anaconda.org/conda-forge/autopep8,2022-12-15 20:52:01.166,969486.0,2.0,5685.0,,,,,,,,,,,,,,,,,,,,
36,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 23:59:23.000,2023-01-26 04:34:21.000,2023-01-16 22:23:52,3609.0,41.0,338.0,97.0,228.0,388.0,3814.0,2023-01-16 22:26:01.797,2.0.0,59.0,58.0,37,True,345.0,invoke,conda-forge/invoke,,17886.0,15257.0,https://pypi.org/project/invoke,2022-05-11 16:04:49.000,3789985.0,3800748.0,https://anaconda.org/conda-forge/invoke,2023-01-22 15:15:07.411,871808.0,1.0,2629.0,,,,,,,,,,,,,,,,,,,,
37,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 15:30:20.000,2023-01-26 08:48:38.000,2023-01-26 08:48:38,3111.0,441.0,165.0,25.0,325.0,212.0,1518.0,2023-01-17 02:39:01.107,1.7.0,80.0,78.0,37,True,76.0,rope,conda-forge/rope,,50263.0,48661.0,https://pypi.org/project/rope,2022-06-22 07:57:01.000,579910.0,594227.0,https://anaconda.org/conda-forge/rope,2022-12-15 18:15:14.516,987933.0,1.0,1602.0,,,,,,,,,,,,,,,,,,,,
38,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 15:39:39.000,2023-01-24 05:31:14.000,2023-01-11 00:53:33,1074.0,30.0,287.0,33.0,526.0,402.0,1361.0,2022-12-01 01:51:31.000,4.0.2,51.0,113.0,37,True,45.0,twine,conda-forge/twine,,90970.0,78292.0,https://pypi.org/project/twine,2022-06-01 11:02:29.000,3515432.0,3524036.0,https://anaconda.org/conda-forge/twine,2022-12-01 12:45:16.522,662542.0,1.0,12678.0,,,,,,,,,,,,,,,,,,,,
39,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 06:19:46.000,2023-01-12 16:26:29.000,2023-01-12 16:26:28,554.0,13.0,169.0,27.0,287.0,439.0,1226.0,2022-11-24 16:55:02.246,3.0.1,36.0,84.0,37,True,56.0,pyflakes,conda-forge/pyflakes,,203326.0,189687.0,https://pypi.org/project/pyflakes,2021-10-06 20:39:49.000,17389738.0,17458723.0,https://anaconda.org/conda-forge/pyflakes,2022-11-24 20:00:59.834,5449837.0,1.0,13639.0,,,,,,,,,,,,,,,,,,,,
40,loguru,Delgan/loguru,logging,Python logging made (stupidly) simple.,,https://github.com/Delgan/loguru,https://github.com/Delgan/loguru,MIT,2017-08-15 17:22:32.000,2023-01-20 08:28:26.000,2023-01-20 08:28:26,687.0,26.0,573.0,119.0,96.0,625.0,13934.0,2022-01-29 13:50:01.000,0.6.0,18.0,42.0,36,True,69.0,loguru,conda-forge/loguru,,38827.0,37118.0,https://pypi.org/project/loguru,2020-09-20 07:54:28.000,3670173.0,3689339.0,https://anaconda.org/conda-forge/loguru,2022-10-26 21:41:01.021,900816.0,2.0,1709.0,,,,,,,,,,,,,,,,,,,,
41,pyright,Microsoft/pyright,linters,Static type checker for Python.,,https://github.com/microsoft/pyright,https://github.com/microsoft/pyright,MIT,2019-03-12 03:38:46.000,2023-01-26 04:36:44.000,2023-01-26 00:30:55,5701.0,297.0,729.0,86.0,490.0,3601.0,9603.0,2023-01-25 02:28:57.000,1.1.291,375.0,86.0,36,True,11.0,,,,445.0,436.0,,,,334772.0,,,,2.0,,,,,,,,,pyright,https://www.npmjs.com/package/pyright,2023-01-25 02:23:36.376,9.0,334772.0,,,,,,,,
42,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 17:56:53.000,2023-01-26 00:52:22.000,2023-01-11 11:25:49,23412.0,359.0,1619.0,203.0,5269.0,793.0,4977.0,2022-12-04 12:01:05.939,3.7.0,121.0,832.0,36,True,667.0,buildbot,conda-forge/buildbot,,770.0,313.0,https://pypi.org/project/buildbot,2022-03-06 14:20:53.000,30335.0,32584.0,https://anaconda.org/conda-forge/buildbot,2022-12-04 16:31:50.847,72375.0,2.0,457.0,,29076.0,,,,,,,,,,,,,,,,,,
43,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 18:22:31.000,2023-01-25 14:31:05.000,2023-01-04 05:26:36,1209.0,2.0,858.0,217.0,275.0,401.0,13012.0,2020-04-23 19:07:36.000,0.30.0,68.0,139.0,35,True,366.0,yapf,conda-forge/yapf,,50168.0,48079.0,https://pypi.org/project/yapf,2021-12-26 07:48:00.000,2357416.0,2373520.0,https://anaconda.org/conda-forge/yapf,2022-01-06 16:55:17.692,1272278.0,3.0,2089.0,,,,,,,,,,,,,,,,,,,,
44,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 20:01:12.000,2022-12-11 10:54:44.000,2022-12-03 16:10:49,908.0,2.0,189.0,34.0,229.0,229.0,1376.0,2022-09-28 18:41:46.166,4.0.0,44.0,81.0,35,True,126.0,pytest-cov,conda-forge/pytest-cov,['pytest'],199207.0,169532.0,https://pypi.org/project/pytest-cov,2021-10-04 01:48:57.000,15508808.0,15597825.0,https://anaconda.org/conda-forge/pytest-cov,2022-09-29 00:56:23.882,7299444.0,1.0,29675.0,-1.0,,,,,,,,,,,,,,,,,,,
45,alabaster,bitprophet/alabaster,documentation,"Lightweight, configurable Sphinx theme. Now the Sphinx default!.",,https://github.com/bitprophet/alabaster,https://github.com/bitprophet/alabaster,BSD-3-Clause,2013-12-07 00:03:15.000,2023-01-16 22:34:10.000,2023-01-16 22:34:07,373.0,19.0,181.0,21.0,84.0,54.0,676.0,2023-01-13 06:44:02.021,0.7.13,26.0,30.0,35,True,60.0,alabaster,conda-forge/alabaster,['sphinx'],90984.0,83305.0,https://pypi.org/project/alabaster,2018-10-03 01:39:17.000,5736591.0,5805417.0,https://anaconda.org/conda-forge/alabaster,2023-01-13 21:36:23.432,5368463.0,2.0,7679.0,,,,,,,,,,,,,,,,,,,,
46,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 23:19:28.580,2023-01-23 22:12:07.000,2023-01-23 22:12:00,830.0,23.0,124.0,26.0,145.0,324.0,378.0,2022-11-09 20:45:23.777,0.38.4,71.0,68.0,35,True,39.0,wheel,conda-forge/wheel,,35357.0,,https://pypi.org/project/wheel,2022-11-09 20:45:23.777,127320898.0,127993445.0,https://anaconda.org/conda-forge/wheel,2022-11-10 03:42:20.427,52458666.0,2.0,35357.0,,,,,,,,,,,,,,,,,,,,
47,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 23:30:38.000,2023-01-07 18:07:38.000,2021-09-14 17:41:07,402.0,,985.0,176.0,144.0,217.0,7629.0,2021-07-07 17:05:04.000,0.9.53,50.0,51.0,34,False,425.0,pyautogui,conda-forge/pyautogui,,20785.0,20174.0,https://pypi.org/project/pyautogui,2021-07-07 17:05:04.000,541199.0,544083.0,https://anaconda.org/conda-forge/pyautogui,2022-09-10 02:31:57.039,178865.0,2.0,611.0,,,,,,,,,,,,,,,,,,,,
48,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 17:31:36.000,2023-01-26 03:19:36.000,2023-01-26 03:17:49,13482.0,565.0,399.0,109.0,338.0,231.0,6208.0,2022-11-08 21:43:56.374,0.9.17,75.0,231.0,34,True,125.0,pyre-check,,,33.0,,https://pypi.org/project/pyre-check,2022-06-30 15:56:01.000,120140.0,120140.0,,,,2.0,33.0,,,,,,,,,,,,,,,,,,,,
49,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 09:08:12.000,2023-01-09 22:21:11.000,2023-01-04 15:49:35,1290.0,1.0,486.0,61.0,352.0,438.0,4822.0,2022-03-04 07:43:44.000,1.7.4,35.0,160.0,34,True,183.0,bandit,conda-forge/bandit,,28918.0,27384.0,https://pypi.org/project/bandit,2022-03-04 07:43:44.000,2590416.0,2595019.0,https://anaconda.org/conda-forge/bandit,2022-10-29 14:12:14.100,202065.0,1.0,1534.0,,589.0,,,,,,,,,,,,,,,,,,
50,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 05:11:00.000,2022-11-27 04:07:20.000,2022-08-12 12:22:25,568.0,,235.0,32.0,214.0,173.0,3547.0,2022-08-12 12:25:03.405,1.2.2,59.0,106.0,34,True,109.0,freezegun,conda-forge/freezegun,,4479.0,,https://pypi.org/project/freezegun,2022-03-18 09:06:37.000,5233026.0,5241119.0,https://anaconda.org/conda-forge/freezegun,2022-08-12 15:46:56.359,663662.0,2.0,4479.0,,,,,,,,,,,,,,,,,,,,
51,structlog,hynek/structlog,logging,"Simple, powerful, and fast logging for Python.",,https://github.com/hynek/structlog,https://github.com/hynek/structlog,,2013-08-13 15:55:58.000,2023-01-17 03:28:13.000,2023-01-12 08:47:23,1293.0,48.0,171.0,30.0,229.0,233.0,2371.0,2022-11-24 07:49:29.000,22.3.0,30.0,94.0,34,False,23.0,structlog,conda-forge/structlog,,6954.0,6015.0,https://pypi.org/project/structlog,2021-12-16 12:48:09.000,3081390.0,3084844.0,https://anaconda.org/conda-forge/structlog,2022-07-28 13:23:10.469,269471.0,2.0,939.0,,,,,,,,,,,,,,,,,,,,
52,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 21:04:25.000,2023-01-25 02:05:44.000,2023-01-02 10:33:42,2150.0,5.0,355.0,24.0,1524.0,953.0,2122.0,2022-09-27 22:22:25.120,0.17.0,55.0,180.0,34,True,99.0,wemake-python-styleguide,,,11263.0,11232.0,https://pypi.org/project/wemake-python-styleguide,2022-03-11 18:59:38.000,230826.0,230826.0,,,,2.0,31.0,,,,,,,,,,,,,,,,,,,,
53,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 07:26:30.000,2023-01-25 21:40:27.000,2023-01-17 08:04:53,1340.0,40.0,160.0,34.0,240.0,295.0,1753.0,2023-01-10 19:32:09.781,1.8.4,120.0,86.0,34,True,46.0,prospector,conda-forge/prospector,,4303.0,3631.0,https://pypi.org/project/prospector,2022-03-18 13:16:26.000,605676.0,606385.0,https://anaconda.org/conda-forge/prospector,2022-03-10 06:36:03.674,54639.0,1.0,672.0,,,,,,,,,,,,,,,,,,,,
54,scons,SCons/scons,build-tools,SCons - a software construction tool.,,https://github.com/SCons/scons,https://github.com/SCons/scons,MIT,2017-03-23 22:12:34.579,2023-01-24 22:06:57.000,2023-01-24 05:24:34,8512.0,137.0,281.0,60.0,940.0,2707.0,1614.0,2022-07-30 21:59:57.000,4.4.0,29.0,147.0,34,True,653.0,scons,conda-forge/scons,,48.0,,https://pypi.org/project/scons,2021-11-17 16:05:13.000,545558.0,551075.0,https://anaconda.org/conda-forge/scons,2022-10-28 08:26:20.087,384677.0,2.0,48.0,,1043.0,,,,,,,,,,,,,,,,,,
55,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 00:40:32.000,2023-01-16 00:19:22.000,2022-12-16 11:06:01,533.0,10.0,120.0,33.0,206.0,120.0,1515.0,2022-10-05 18:54:14.310,3.10.0,58.0,64.0,34,True,12.0,pytest-mock,conda-forge/pytest-mock,['pytest'],39457.0,35082.0,https://pypi.org/project/pytest-mock,2022-07-05 12:51:24.000,7553512.0,7577553.0,https://anaconda.org/conda-forge/pytest-mock,2022-10-06 14:14:09.423,1875210.0,2.0,4375.0,,,,,,,,,,,,,,,,,,,,
56,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 07:27:43.000,2023-01-25 20:05:30.000,2023-01-03 11:11:23,1008.0,72.0,187.0,53.0,308.0,188.0,1108.0,2022-11-09 16:51:21.000,6.1.1,95.0,53.0,34,True,122.0,pytest-bdd,conda-forge/pytest-bdd,['pytest'],2486.0,2315.0,https://pypi.org/project/pytest-bdd,2022-07-07 14:31:17.000,565413.0,566595.0,https://anaconda.org/conda-forge/pytest-bdd,2020-02-03 16:53:59.114,52031.0,2.0,171.0,,,,,,,,,,,,,,,,,,,,
57,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 18:51:45.000,2023-01-20 17:00:15.000,2023-01-19 23:01:41,1060.0,28.0,187.0,46.0,340.0,309.0,1067.0,2022-12-03 14:34:08.213,3.1.0,61.0,88.0,34,True,214.0,pytest-xdist,conda-forge/pytest-xdist,['pytest'],4683.0,,https://pypi.org/project/pytest-xdist,2021-12-10 11:41:55.000,6807538.0,6859247.0,https://anaconda.org/conda-forge/pytest-xdist,2022-12-03 20:29:50.735,4033349.0,2.0,4683.0,-1.0,,,,,,,,,,,,,,,,,,,
58,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 06:19:21.000,2023-01-23 14:40:59.000,2023-01-23 14:40:55,967.0,39.0,97.0,22.0,65.0,198.0,797.0,2022-10-26 13:49:10.642,4.2.0,103.0,42.0,34,True,9.0,progressbar2,conda-forge/progressbar2,,26781.0,25269.0,https://pypi.org/project/progressbar2,2022-01-05 13:41:41.000,15403896.0,15413132.0,https://anaconda.org/conda-forge/progressbar2,2022-10-27 07:36:32.452,690809.0,2.0,1512.0,-1.0,1753.0,,,,,,,,,,,,,,,,,,
59,numpydoc,numpy/numpydoc,documentation,Numpys Sphinx extensions.,,https://github.com/numpy/numpydoc,https://github.com/numpy/numpydoc,BSD-3-Clause,2013-07-24 16:23:39.000,2023-01-25 15:00:05.000,2023-01-24 21:55:44,543.0,2.0,7519.0,35.0,260.0,125.0,22000.0,2022-10-08 14:12:04.684,1.5.0,23.0,75.0,33,True,69.0,numpydoc,conda-forge/numpydoc,['sphinx'],40309.0,35918.0,https://pypi.org/project/numpydoc,2022-06-09 21:27:11.000,368723.0,390610.0,https://anaconda.org/conda-forge/numpydoc,2022-10-09 00:00:11.878,1575929.0,2.0,4391.0,-1.0,,,,,,,,,,,,,,,,,,,
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 15:28:13.000,2023-01-25 20:43:08.000,2023-01-25 15:52:48,605.0,26.0,675.0,115.0,682.0,874.0,7911.0,2023-01-25 17:35:13.011,1.30.0,91.0,30.0,33,True,30.0,playwright,,,3523.0,3447.0,https://pypi.org/project/playwright,2022-06-30 23:53:31.000,1044950.0,1044950.0,,,,2.0,76.0,,,,,,,,,,,,,,,,,,,,
61,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 20:56:28.000,2023-01-26 01:34:48.000,2023-01-26 01:34:31,2914.0,312.0,236.0,72.0,210.0,207.0,7215.0,2023-01-06 20:40:06.239,1.5.19,138.0,36.0,33,True,107.0,scalene,,,245.0,242.0,https://pypi.org/project/scalene,2022-04-29 20:48:31.000,13611.0,13611.0,,,,2.0,3.0,,,,,,,,,,,,,,,,,,,,
62,pudb,inducer/pudb,debugging,Full-screen console debugger for Python.,,https://github.com/inducer/pudb,https://github.com/inducer/pudb,MIT,2011-05-13 23:44:30.000,2023-01-21 02:47:07.000,2023-01-10 17:10:21,1197.0,9.0,211.0,47.0,260.0,166.0,2579.0,2022-11-03 17:20:34.545,2022.1.3,76.0,91.0,33,True,154.0,pudb,conda-forge/pudb,,4547.0,3808.0,https://pypi.org/project/pudb,2022-03-12 19:52:37.000,252099.0,254533.0,https://anaconda.org/conda-forge/pudb,2022-11-04 08:31:30.859,189898.0,1.0,739.0,,,,,,,,,,,,,,,,,,,,
63,ipdb,gotcha/ipdb,debugging,Integration of IPython pdb.,,https://github.com/gotcha/ipdb,https://github.com/gotcha/ipdb,BSD-3-Clause,2011-01-15 17:51:47.000,2023-01-13 02:43:21.000,2022-12-13 15:35:40,371.0,17.0,145.0,27.0,80.0,125.0,1658.0,2022-12-13 15:37:01.965,0.13.11,43.0,54.0,33,True,61.0,ipdb,conda-forge/ipdb,,46534.0,37740.0,https://pypi.org/project/ipdb,2021-06-02 11:43:46.000,1929794.0,1933958.0,https://anaconda.org/conda-forge/ipdb,2022-12-24 23:13:15.419,324817.0,1.0,8794.0,,,,,,,,,,,,,,,,,,,,
64,nodeenv,ekalinin/nodeenv,virtual-envs,Virtual environment for Node.js & integrator with virtualenv.,,https://github.com/ekalinin/nodeenv,https://github.com/ekalinin/nodeenv,BSD-3-Clause,2011-03-29 15:28:56.000,2023-01-17 17:39:49.000,2022-08-20 08:31:04,665.0,,168.0,32.0,150.0,134.0,1530.0,2022-06-25 15:42:15.000,1.7.0,70.0,84.0,33,True,39.0,nodeenv,conda-forge/nodeenv,,35450.0,34549.0,https://pypi.org/project/nodeenv,2022-06-25 15:38:17.000,6977524.0,7008350.0,https://anaconda.org/conda-forge/nodeenv,2022-06-25 20:07:06.831,1972891.0,2.0,901.0,,,,,,,,,,,,,,,,,,,,
65,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 20:47:06.376,2023-01-11 11:11:32.000,2022-11-08 14:21:19,598.0,3.0,118.0,21.0,78.0,116.0,1522.0,2022-10-06 17:23:25.701,0.9.0,27.0,83.0,33,True,61.0,tabulate,conda-forge/tabulate,,6688.0,,https://pypi.org/project/tabulate,2022-06-21 16:26:40.000,40433079.0,40484628.0,https://anaconda.org/conda-forge/tabulate,2022-10-07 10:29:50.640,4123980.0,2.0,6688.0,,,,,,,,,,,,,,,,,,,,
66,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 05:12:26.000,2023-01-23 12:20:29.000,2022-11-29 21:40:01,241.0,5.0,197.0,27.0,73.0,49.0,1423.0,2022-07-11 14:10:01.875,2.0.4,24.0,56.0,33,True,39.0,python-json-logger,conda-forge/python-json-logger,,35294.0,34565.0,https://pypi.org/project/python-json-logger,2021-07-27 23:09:33.000,11485117.0,11515404.0,https://anaconda.org/conda-forge/python-json-logger,2022-12-21 20:54:44.914,2089862.0,2.0,729.0,-1.0,,,,,,,,,,,,,,,,,,,
67,nose,nose-devs/nose,testing,nose is nicer testing for python.,,https://github.com/nose-devs/nose,https://github.com/nose-devs/nose,LGPL-2.1+,2011-12-13 19:36:32.000,2022-07-03 21:17:25.000,2016-03-04 01:16:26,1004.0,,387.0,47.0,261.0,463.0,1353.0,2015-06-02 09:12:36.000,1.3.7,14.0,95.0,33,False,453.0,nose,conda-forge/nose,,179808.0,135207.0,https://pypi.org/project/nose,2015-06-02 09:12:36.000,5747585.0,5779842.0,https://anaconda.org/conda-forge/nose,2020-10-11 16:52:20.277,2580593.0,2.0,44601.0,,,,,,,,,,,,,,,,,,,,
68,pydocstyle,PyCQA/pydocstyle,linters,docstring style checker.,,https://github.com/PyCQA/pydocstyle,https://github.com/PyCQA/pydocstyle,MIT,2012-01-31 17:18:23.000,2023-01-17 23:20:42.339,2023-01-17 20:27:44,742.0,18.0,187.0,20.0,313.0,218.0,998.0,2023-01-17 20:31:11.783,6.3.0,22.0,89.0,33,True,103.0,pydocstyle,conda-forge/pydocstyle,,45137.0,42608.0,https://pypi.org/project/pydocstyle,2021-05-17 20:37:45.000,2710690.0,2725210.0,https://anaconda.org/conda-forge/pydocstyle,2023-01-17 23:20:42.339,1132620.0,2.0,2529.0,,59.0,,,,,,,,,,,,,,,,,,
69,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 17:57:56.000,2023-01-25 13:59:17.000,2023-01-25 13:59:17,1379.0,15.0,185.0,24.0,351.0,352.0,675.0,2022-12-17 16:09:02.919,7.1.0,79.0,113.0,33,True,106.0,setuptools_scm,conda-forge/setuptools_scm,,519.0,,https://pypi.org/project/setuptools_scm,2022-07-01 10:34:12.000,19410361.0,19427471.0,https://anaconda.org/conda-forge/setuptools_scm,2022-12-17 18:47:30.347,1403061.0,3.0,519.0,,,,,,,,,,,,,,,,,,,,
70,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,MPL-2.0,2015-04-14 19:22:42.000,2023-01-25 16:15:09.000,2022-12-01 18:31:00,393.0,1.0,202.0,22.0,259.0,194.0,553.0,2022-11-11 08:16:56.000,3.2.0,45.0,47.0,33,True,137.0,pytest-html,conda-forge/pytest-html,['pytest'],28447.0,27764.0,https://pypi.org/project/pytest-html,2020-12-13 15:24:58.000,3286555.0,3291685.0,https://anaconda.org/conda-forge/pytest-html,2022-10-25 19:38:16.703,348867.0,2.0,683.0,,,,,,,,,,,,,,,,,,,,
71,parso,davidhalter/parso,linters,A Python Parser.,,https://github.com/davidhalter/parso,https://github.com/davidhalter/parso,MIT,2017-05-08 20:14:30.000,2022-12-06 20:20:10.000,2022-12-06 20:20:10,1104.0,4.0,87.0,21.0,103.0,101.0,523.0,2021-11-30 21:05:47.000,0.8.3,26.0,46.0,33,True,8.0,parso,conda-forge/parso,,270921.0,265018.0,https://pypi.org/project/parso,2021-11-30 21:05:47.000,15595539.0,15788115.0,https://anaconda.org/conda-forge/parso,2021-12-01 05:04:36.494,11747152.0,2.0,5903.0,,,,,,,,,,,,,,,,,,,,
72,pyenv,pyenv/pyenv,virtual-envs,Simple Python version management.,,https://github.com/pyenv/pyenv,https://github.com/pyenv/pyenv,MIT,2012-08-31 06:57:52.000,2023-01-23 13:17:32.000,2023-01-23 13:17:32,3028.0,96.0,2679.0,385.0,919.0,1529.0,30332.0,2023-01-15 09:45:04.000,2.3.11,67.0,408.0,32,True,27.0,pyenv,,,1.0,,https://pypi.org/project/pyenv,2019-01-12 14:49:22.000,8084.0,8084.0,,,,2.0,1.0,,,,,,,,,,,,,,,,,,,,
73,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 02:22:15.000,2023-01-12 02:15:59.000,2022-12-09 01:08:31,462.0,4.0,336.0,111.0,275.0,178.0,9622.0,2022-09-07 22:01:08.223,0.3.14,38.0,31.0,32,True,97.0,py-spy,conda-forge/py-spy,,336.0,295.0,https://pypi.org/project/py-spy,2022-05-17 00:33:00.000,1177471.0,1187330.0,https://anaconda.org/conda-forge/py-spy,2022-09-09 07:18:41.721,361729.0,2.0,40.0,,11113.0,,,,,,,,,,,py-spy,https://crates.io/crates/py-spy,2022-09-07 22:01:08.223,1.0,320.0,402948.0,,
74,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 05:54:30.000,2023-01-02 01:24:09.927,2023-01-01 22:00:05,639.0,44.0,170.0,43.0,45.0,161.0,4103.0,2023-01-02 21:20:40.562,3.0.1,28.0,7.0,32,True,16.0,alive-progress,conda-forge/alive-progress,,1567.0,1458.0,https://pypi.org/project/alive-progress,2022-04-01 19:56:01.000,150572.0,151277.0,https://anaconda.org/conda-forge/alive-progress,2023-01-02 01:24:09.927,24703.0,2.0,109.0,,,,,,,,,,,,,,,,,,,,
75,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 20:52:08.000,2023-01-21 01:32:16.000,2023-01-21 01:32:13,5790.0,158.0,261.0,56.0,780.0,472.0,4075.0,2023-01-18 00:01:11.215,2023.1.17,160.0,87.0,32,True,109.0,pytype,conda-forge/pytype,,101.0,,https://pypi.org/project/pytype,2022-06-30 19:56:49.000,282544.0,286979.0,https://anaconda.org/conda-forge/pytype,2023-01-11 08:09:29.294,141949.0,2.0,101.0,,,,,,,,,,,,,,,,,,,,
76,mimesis,lk-geimfari/mimesis,testing,"Mimesis is a high-performance fake data generator for Python, which provides data for a variety of purposes in a..",,https://github.com/lk-geimfari/mimesis,https://github.com/lk-geimfari/mimesis,MIT,2016-09-09 21:41:22.000,2023-01-25 00:18:42.000,2023-01-23 14:43:26,2328.0,6.0,303.0,64.0,968.0,307.0,3865.0,2022-12-17 18:19:31.923,7.0.0,42.0,115.0,32,True,14.0,mimesis,conda-forge/mimesis,,1183.0,1122.0,https://pypi.org/project/mimesis,2022-06-22 12:07:12.000,84126.0,86617.0,https://anaconda.org/conda-forge/mimesis,2022-12-18 02:34:56.874,74620.0,2.0,61.0,,377.0,,,,,,,,,,,,,,,,,,
77,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 03:50:57.000,2023-01-22 15:38:50.000,2023-01-20 02:34:57,2110.0,101.0,184.0,27.0,587.0,872.0,3771.0,2023-01-12 14:31:17.507,2.4.0,141.0,93.0,32,True,32.0,pdm,conda-forge/pdm,,56.0,54.0,https://pypi.org/project/pdm,2022-07-02 11:37:49.000,71687.0,76115.0,https://anaconda.org/conda-forge/pdm,2023-01-17 04:26:44.423,70855.0,2.0,2.0,,3.0,,,,,,,,,,,,,,,,,,
78,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 17:06:12.000,2023-01-18 23:41:22.000,2023-01-18 23:08:21,1284.0,34.0,233.0,54.0,1055.0,836.0,2218.0,2023-01-18 23:45:01.979,2.1.121,208.0,113.0,32,True,145.0,pex,,,132.0,,https://pypi.org/project/pex,2022-07-01 19:45:26.000,740780.0,827072.0,,,,2.0,132.0,,2157316.0,,,,,,,,,,,,,,,,,,
79,pdoc,mitmproxy/pdoc,documentation,API Documentation for Python Projects.,,https://github.com/mitmproxy/pdoc,https://github.com/mitmproxy/pdoc,Unlicense,2013-08-04 21:12:50.000,2023-01-15 21:41:11.000,2023-01-15 21:41:11,867.0,41.0,162.0,25.0,189.0,290.0,1447.0,2023-01-06 22:04:00.729,12.3.1,94.0,46.0,32,True,15.0,pdoc,,,1224.0,1021.0,https://pypi.org/project/pdoc,2022-06-08 15:33:02.000,68236.0,68236.0,,,,2.0,203.0,,,,,,,,,,,,,,,,,,,,
80,typeguard,agronholm/typeguard,debugging,Run-time type checker for Python.,,https://github.com/agronholm/typeguard,https://github.com/agronholm/typeguard,MIT,2015-12-27 23:15:37.000,2023-01-25 21:15:11.000,2023-01-25 21:15:05,387.0,61.0,82.0,17.0,65.0,192.0,1089.0,2021-12-10 21:09:37.000,2.13.3,47.0,25.0,32,True,21.0,typeguard,conda-forge/typeguard,,11534.0,11149.0,https://pypi.org/project/typeguard,2021-12-10 21:09:37.000,5890482.0,5894534.0,https://anaconda.org/conda-forge/typeguard,2022-07-27 14:30:31.626,194516.0,2.0,385.0,,,,,,,,,,,,,,,,,,,,
81,breathe,michaeljones/breathe,documentation,ReStructuredText and Sphinx bridge to Doxygen.,,https://github.com/breathe-doc/breathe,https://github.com/breathe-doc/breathe,BSD-3-Clause,2009-02-03 18:52:25.000,2023-01-23 18:10:22.000,2023-01-18 19:40:33,1756.0,28.0,176.0,21.0,344.0,387.0,647.0,2022-06-20 18:54:02.000,4.34.0,64.0,107.0,32,True,141.0,breathe,conda-forge/breathe,,9638.0,8608.0,https://pypi.org/project/breathe,2022-06-20 18:52:31.000,230505.0,236214.0,https://anaconda.org/conda-forge/breathe,2022-06-21 01:45:19.926,426673.0,2.0,1030.0,,441.0,,,,,,,,,,,,,,,,,breathe-doc/breathe,
82,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 18:04:11.000,2023-01-20 17:16:55.000,2023-01-19 19:09:18,913.0,76.0,276.0,53.0,191.0,71.0,10002.0,2023-01-17 23:09:01.475,1.6.0,11.0,22.0,31,True,20.0,memray,conda-forge/memray,,78.0,77.0,https://pypi.org/project/memray,2022-05-16 23:52:50.000,85617.0,87386.0,https://anaconda.org/conda-forge/memray,2023-01-18 04:04:53.209,15928.0,2.0,1.0,,,,,,,,,,,,,,,,,,,,
83,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 17:53:13.000,2023-01-17 12:32:35.000,2022-12-27 19:53:44,809.0,17.0,198.0,55.0,121.0,97.0,5053.0,2022-11-05 12:02:04.078,4.4.0,39.0,47.0,31,True,14.0,pyinstrument,conda-forge/pyinstrument,,1182.0,1076.0,https://pypi.org/project/pyinstrument,2022-07-03 16:21:24.000,426436.0,428529.0,https://anaconda.org/conda-forge/pyinstrument,2022-11-05 17:20:23.957,159101.0,2.0,106.0,,,,,,,,,,,,,,,,,,,,
84,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 16:38:14.000,2023-01-23 23:14:02.000,2023-01-14 14:49:35,315.0,4.0,322.0,58.0,140.0,96.0,4830.0,2021-12-15 16:10:13.225,0.1.0,40.0,53.0,31,True,145.0,pipreqs,conda-forge/pipreqs,,15988.0,15652.0,https://pypi.org/project/pipreqs,2021-10-23 09:15:35.000,1164795.0,1165219.0,https://anaconda.org/conda-forge/pipreqs,2022-04-08 21:43:21.706,32271.0,3.0,336.0,,,,,,,,,,,,,,,,,,,,
85,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 04:11:53.000,2023-01-06 11:51:02.000,2023-01-05 16:12:23,3547.0,29.0,206.0,40.0,33.0,839.0,1982.0,2022-12-11 06:32:00.693,7.7.4,258.0,26.0,31,False,43.0,pyarmor,,,655.0,641.0,https://pypi.org/project/pyarmor,2022-06-28 00:57:42.000,425647.0,425647.0,,,,2.0,14.0,,,,,,,,,,,,,,,,,,,,
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 21:22:27.000,2023-01-24 19:31:27.000,2023-01-24 19:31:27,1140.0,20.0,109.0,31.0,254.0,258.0,1891.0,2022-11-05 13:10:04.066,3.8.0,47.0,63.0,31,True,124.0,flit,conda-forge/flit,,270.0,,https://pypi.org/project/flit,2022-02-23 11:36:30.000,206035.0,208027.0,https://anaconda.org/conda-forge/flit,2022-11-06 11:38:49.501,141461.0,3.0,270.0,,,,,,,,,,,,,,,,,,,,
87,doit,pydoit/doit,build-tools,task management & automation tool.,,https://github.com/pydoit/doit,https://github.com/pydoit/doit,MIT,2014-02-14 22:21:23.000,2023-01-16 03:40:21.000,2023-01-16 03:40:03,1483.0,4.0,157.0,51.0,160.0,215.0,1531.0,2022-04-22 15:33:23.000,0.36.0,48.0,65.0,31,True,71.0,doit,conda-forge/doit,,1416.0,1135.0,https://pypi.org/project/doit,2022-04-22 15:33:23.000,389433.0,392012.0,https://anaconda.org/conda-forge/doit,2022-04-22 16:36:58.774,157361.0,3.0,281.0,,,,,,,,,,,,,,,,,,,,
88,logbook,getlogbook/logbook,logging,A cool logging replacement for Python.,,https://github.com/getlogbook/logbook,https://github.com/getlogbook/logbook,BSD-3-Clause,2010-07-22 10:13:12.000,2022-10-28 10:53:26.838,2019-10-16 17:48:40,1195.0,,158.0,35.0,151.0,125.0,1427.0,2019-10-16 18:14:55.000,1.5.3,41.0,76.0,31,False,64.0,logbook,conda-forge/logbook,,4972.0,3789.0,https://pypi.org/project/logbook,2019-10-16 18:14:55.000,2257588.0,2259962.0,https://anaconda.org/conda-forge/logbook,2022-10-28 10:53:26.838,109110.0,3.0,1183.0,,283.0,,,,,,,,,,,,,,,,,,
89,mkdocstrings,mkdocstrings/mkdocstrings,documentation,"Automatic documentation from sources, for MkDocs.",,https://github.com/mkdocstrings/mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,ISC,2019-12-09 18:09:09.000,2023-01-26 09:28:06.000,2023-01-19 22:57:13,547.0,18.0,89.0,11.0,154.0,260.0,1106.0,2023-01-19 23:00:14.000,0.20.0,46.0,35.0,31,True,54.0,mkdocstrings,conda-forge/mkdocstrings,['mkdocs'],3996.0,3744.0,https://pypi.org/project/mkdocstrings,2022-05-28 15:55:53.000,228127.0,229800.0,https://anaconda.org/conda-forge/mkdocstrings,2023-01-20 22:30:58.067,45175.0,2.0,252.0,1.0,,,,,,,,,,,,,,,,,,,
90,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 21:09:27.000,2023-01-17 13:41:57.000,2022-12-11 13:43:39,409.0,52.0,69.0,17.0,156.0,87.0,977.0,2022-11-05 08:06:05.737,0.9.6,28.0,45.0,31,True,22.0,pytest-sugar,conda-forge/pytest-sugar,['pytest'],14173.0,11564.0,https://pypi.org/project/pytest-sugar,2022-07-10 18:13:03.547,718273.0,720851.0,https://anaconda.org/conda-forge/pytest-sugar,2022-11-05 11:46:05.380,167605.0,2.0,2609.0,,,,,,,,,,,,,,,,,,,,
91,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 04:02:58.000,2023-01-25 16:46:06.000,2023-01-13 19:26:12,511.0,10.0,129.0,23.0,384.0,260.0,965.0,2022-11-21 16:15:35.393,2022.11.21,24.0,85.0,31,True,43.0,nox,conda-forge/nox,['pytest'],2655.0,2469.0,https://pypi.org/project/nox,2022-01-07 23:34:01.000,1031218.0,1033761.0,https://anaconda.org/conda-forge/nox,2022-12-01 19:24:29.694,129699.0,2.0,186.0,,,,,,,,,,,,,,,,,,,wntrblm/nox,
92,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 02:39:17.000,2023-01-16 12:08:32.000,2023-01-16 12:08:32,504.0,29.0,118.0,20.0,128.0,75.0,932.0,2023-01-09 20:56:32.595,3.6.0,28.0,53.0,31,False,31.0,prettytable,conda-forge/prettytable,,36896.0,36242.0,https://pypi.org/project/prettytable,2022-05-05 15:21:28.000,6676481.0,6688885.0,https://anaconda.org/conda-forge/prettytable,2023-01-08 19:42:24.814,979965.0,3.0,654.0,,,,,,,,,,,,,,,,,,,,
93,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 20:54:43.000,2023-01-24 16:30:50.000,2023-01-24 16:30:50,277.0,25.0,80.0,8.0,167.0,127.0,893.0,2023-01-20 21:20:01.679,23.1.20,54.0,66.0,31,True,46.0,flake8-bugbear,conda-forge/flake8-bugbear,['flake8'],21194.0,21194.0,https://pypi.org/project/flake8-bugbear,2022-10-26 22:37:29.000,1484606.0,1500745.0,https://anaconda.org/conda-forge/flake8-bugbear,2023-01-23 20:37:03.459,661702.0,2.0,,,,,,,,,,,,,,,,,,,,,
94,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 17:57:21.000,2022-12-24 05:04:32.000,2022-08-29 14:53:21,230.0,,82.0,12.0,45.0,73.0,783.0,2022-08-29 14:53:13.855,6.7.0,64.0,30.0,31,True,3.0,colorlog,conda-forge/colorlog,,23154.0,20706.0,https://pypi.org/project/colorlog,2021-11-08 16:56:43.000,7183111.0,7198876.0,https://anaconda.org/conda-forge/colorlog,2022-10-26 21:11:56.658,1277034.0,3.0,2448.0,,,,,,,,,,,,,,,,,,,,
95,nose2,nose-devs/nose2,testing,"The successor to nose, based on unittest2.",,https://github.com/nose-devs/nose2,https://github.com/nose-devs/nose2,BSD-3-Clause,2011-12-14 15:33:15.000,2023-01-10 17:13:55.000,2023-01-10 17:13:51,1097.0,9.0,136.0,22.0,296.0,211.0,739.0,2022-07-16 16:40:18.561,0.12.0,28.0,74.0,31,True,51.0,nose2,conda-forge/nose2,,6738.0,5656.0,https://pypi.org/project/nose2,2022-02-13 00:26:17.000,492070.0,493519.0,https://anaconda.org/conda-forge/nose2,2020-02-02 06:02:02.004,81193.0,2.0,1082.0,,,,,,,,,,,,,,,,,,,,
96,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,ZPL-2.1,2012-03-25 21:47:18.000,2022-12-16 15:19:24.000,2022-11-08 15:07:52,1711.0,35.0,172.0,55.0,273.0,228.0,552.0,2022-11-06 23:13:12.890,3.0.0,122.0,92.0,31,False,134.0,zc.buildout,conda-forge/zc.buildout,,1065.0,,https://pypi.org/project/zc.buildout,2022-04-07 19:12:49.000,71336.0,72576.0,https://anaconda.org/conda-forge/zc.buildout,2022-03-31 09:12:41.632,19854.0,3.0,1065.0,,,,,,,,,,,,,,,,,,,,
97,sqlmap,sqlmapproject/sqlmap,security,Automatic SQL injection and database takeover tool.,,https://github.com/sqlmapproject/sqlmap,https://github.com/sqlmapproject/sqlmap,GPL-3.0,2012-06-26 09:52:15.000,2023-01-25 04:11:56.000,2023-01-24 11:08:02,10020.0,35.0,5104.0,1088.0,336.0,4803.0,25882.0,2023-01-02 22:32:55.000,1.7,87.0,122.0,30,True,59.0,sqlmap,,,6.0,,https://pypi.org/project/sqlmap,2022-06-03 22:10:42.000,6343.0,6343.0,,,,2.0,6.0,,,,,,,,,,,,,,,,,,,,
98,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 18:47:46.000,2023-01-24 18:07:24.000,2023-01-15 09:49:14,534.0,7.0,268.0,68.0,405.0,409.0,5933.0,2022-05-28 04:17:00.000,1.1.0,51.0,83.0,30,True,121.0,pipx,conda-forge/pipx,,955.0,946.0,https://pypi.org/project/pipx,2022-05-28 04:17:00.000,413758.0,415068.0,https://anaconda.org/conda-forge/pipx,2022-11-01 08:11:28.547,17030.0,3.0,9.0,,,,,,,,,,,,,,,,,,,,
99,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 23:32:13.000,2023-01-21 22:38:43.000,2023-01-21 22:38:30,6697.0,141.0,192.0,60.0,120.0,226.0,4486.0,2023-01-02 16:18:55.910,0.24.0,22.0,53.0,30,True,298.0,pyoxidizer,,,147.0,147.0,https://pypi.org/project/pyoxidizer,2022-06-05 23:21:43.000,3368.0,3541.0,,,,2.0,,,6238.0,,,,,,,,,,,,,,,,,,
100,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 11:56:14.000,2022-12-06 17:25:01.000,2022-12-06 17:25:01,713.0,22.0,362.0,76.0,159.0,112.0,3732.0,2022-11-15 17:59:01.069,0.61.0,59.0,101.0,30,True,123.0,memory_profiler,conda-forge/memory_profiler,,172.0,,https://pypi.org/project/memory_profiler,2021-12-18 13:42:24.000,561970.0,565273.0,https://anaconda.org/conda-forge/memory_profiler,2022-11-16 08:09:24.242,264278.0,2.0,172.0,,,,,,,,,,,,,,,,,,,,
101,vulture,jendrikseipp/vulture,refactoring,Find dead Python code.,,https://github.com/jendrikseipp/vulture,https://github.com/jendrikseipp/vulture,MIT,2016-08-11 15:39:58.647,2023-01-19 20:43:30.000,2023-01-19 20:43:25,715.0,17.0,113.0,23.0,130.0,159.0,2393.0,2023-01-08 21:24:44.000,2.7,46.0,34.0,30,True,14.0,vulture,conda-forge/vulture,,2433.0,2211.0,https://pypi.org/project/vulture,2022-09-20 06:01:36.875,366862.0,367703.0,https://anaconda.org/conda-forge/vulture,2023-01-09 08:50:44.861,64757.0,2.0,222.0,,,,,,,,,,,,,,,,,,,,
102,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 15:20:03.000,2023-01-26 04:04:06.000,2023-01-26 04:04:06,2428.0,303.0,241.0,41.0,485.0,439.0,1560.0,2022-10-14 05:15:54.572,0.3.11,45.0,103.0,30,True,87.0,briefcase,,,17.0,,https://pypi.org/project/briefcase,2022-06-27 03:23:53.000,3425.0,3426.0,,,,2.0,17.0,,42.0,,,,,,,,,,,,,,,,,,
103,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 13:22:56.000,2023-01-25 22:53:41.000,2022-12-08 18:50:56,533.0,41.0,123.0,32.0,298.0,112.0,1442.0,2022-12-08 19:10:01.428,2.3.5,54.0,40.0,30,True,57.0,safety,conda-forge/safety,,361.0,7.0,https://pypi.org/project/safety,2022-06-28 21:38:28.000,939225.0,948190.0,https://anaconda.org/conda-forge/safety,2022-12-09 10:33:04.329,48622.0,2.0,354.0,,267247.0,,,,,,,,,,,,,,,,,,
104,mccabe,PyCQA/mccabe,code-metrics,McCabe complexity checker for Python.,,https://github.com/PyCQA/mccabe,https://github.com/PyCQA/mccabe,Saxpath,2013-02-20 22:19:04.000,2022-11-23 18:04:35.000,2022-01-24 01:11:19,143.0,,48.0,17.0,56.0,38.0,532.0,2022-01-24 01:14:49.000,0.7.0,13.0,21.0,30,True,12.0,mccabe,conda-forge/mccabe,,352925.0,337053.0,https://pypi.org/project/mccabe,2022-01-24 01:14:49.000,23602994.0,23678189.0,https://anaconda.org/conda-forge/mccabe,2022-01-24 18:42:20.668,5940428.0,2.0,15872.0,,,,,,,,,,,,,,,,,,,,
105,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 20:48:39.000,2023-01-25 19:48:49.000,2023-01-25 16:29:31,473.0,6.0,187.0,7.0,221.0,146.0,501.0,2021-11-11 21:00:03.000,3.3.1,42.0,64.0,30,True,12.0,coveralls,conda-forge/coveralls,['pytest'],33391.0,24117.0,https://pypi.org/project/coveralls,2021-11-11 21:00:03.000,542778.0,554519.0,https://anaconda.org/conda-forge/coveralls,2022-08-03 01:11:21.846,845404.0,3.0,9274.0,,,,,,,,,,,,,,,,,,,,
106,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 08:22:26.000,2023-01-15 21:54:56.000,2022-12-27 17:54:48,436.0,29.0,26.0,9.0,35.0,18.0,217.0,2022-10-29 15:21:26.062,1.2.0,31.0,9.0,30,True,12.0,executing,conda-forge/executing,,49340.0,49284.0,https://pypi.org/project/executing,2022-02-27 22:45:22.000,7215263.0,7351695.0,https://anaconda.org/conda-forge/executing,2022-11-01 15:44:50.965,5048012.0,1.0,56.0,,,,,,,,,,,,,,,,,,,,
107,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 03:19:25.000,2022-12-08 14:10:40.000,2022-06-22 04:41:01,431.0,,529.0,165.0,149.0,165.0,9037.0,2022-06-22 04:50:45.000,0.15.1.0,94.0,40.0,29,True,142.0,gdbgui,,,243.0,241.0,https://pypi.org/project/gdbgui,2022-06-22 04:46:50.000,234925.0,235324.0,,,,2.0,2.0,,11979.0,,,,,,,,,,,,,,,,,,
108,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 08:26:59.000,2023-01-05 16:26:39.000,2022-12-07 15:28:28,958.0,2.0,349.0,41.0,460.0,375.0,3036.0,2021-10-26 14:02:33.000,3.2.1,42.0,126.0,29,True,160.0,factory_boy,conda-forge/factory_boy,,735.0,,https://pypi.org/project/factory_boy,2021-10-26 14:02:33.000,2164555.0,2166090.0,https://anaconda.org/conda-forge/factory_boy,2021-10-26 21:47:41.376,116710.0,3.0,735.0,,,,,,,,,,,,,,,,,,,,
109,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 00:38:38.000,2023-01-18 09:43:42.000,2022-12-22 21:11:23,1211.0,4.0,301.0,47.0,378.0,187.0,2716.0,2022-10-05 17:13:10.000,1.4.0,37.0,70.0,29,True,96.0,detect-secrets,,,24.0,,https://pypi.org/project/detect-secrets,2022-02-16 21:40:39.000,306209.0,306209.0,,,,3.0,24.0,,,,,,,,,,,,,,,,,,,,
110,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 17:50:31.000,2023-01-25 19:51:01.000,2022-12-29 21:22:15,1016.0,34.0,137.0,34.0,441.0,335.0,2409.0,2022-12-06 22:22:02.046,3.3.1,149.0,34.0,29,True,11.0,pyupgrade,conda-forge/pyupgrade,,52.0,,https://pypi.org/project/pyupgrade,2022-11-10 15:40:00.639,408405.0,418608.0,https://anaconda.org/conda-forge/pyupgrade,2022-12-07 01:35:57.277,489769.0,2.0,52.0,,,,,,,,,,,,,,,,,,,,
111,pyelftools,eliben/pyelftools,debugging,Parsing ELF and DWARF in Python.,,https://github.com/eliben/pyelftools,https://github.com/eliben/pyelftools,Unlicense,2013-06-08 22:55:54.000,2022-10-29 13:21:01.531,2022-10-27 20:05:50,636.0,,461.0,71.0,251.0,140.0,1595.0,,,10.0,87.0,29,True,66.0,pyelftools,conda-forge/pyelftools,,5020.0,4494.0,https://pypi.org/project/pyelftools,2022-02-03 14:49:18.000,1663974.0,1665380.0,https://anaconda.org/conda-forge/pyelftools,2022-10-29 13:21:01.531,115362.0,2.0,526.0,1.0,,,,,,,,,,,,,,,,,,,
112,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 11:38:06.000,2022-12-19 10:09:26.000,2022-11-04 02:52:33,1415.0,4.0,249.0,94.0,375.0,418.0,1490.0,2022-11-04 03:13:11.030,0.13.8,667.0,39.0,29,True,92.0,pybuilder,conda-forge/pybuilder,,61.0,,https://pypi.org/project/pybuilder,2022-06-10 23:39:25.000,15051.0,15737.0,https://anaconda.org/conda-forge/pybuilder,2022-11-04 07:28:51.464,32272.0,3.0,61.0,,,,,,,,,,,,,,,,,,,,
113,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 10:55:33.000,2023-01-17 13:01:04.000,2022-10-25 21:21:25,1001.0,,100.0,18.0,64.0,86.0,1019.0,2022-10-25 21:23:01.695,4.0.0,43.0,37.0,29,True,87.0,pytest-benchmark,conda-forge/pytest-benchmark,['pytest'],4270.0,3671.0,https://pypi.org/project/pytest-benchmark,2021-04-17 19:47:26.000,495915.0,515224.0,https://anaconda.org/conda-forge/pytest-benchmark,2022-10-26 11:10:23.029,1583415.0,3.0,599.0,,,,,,,,,,,,,,,,,,,,
114,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,PSF-2.0,2017-01-22 04:25:52.000,2023-01-26 12:31:54.190,2023-01-26 08:29:33,1508.0,61.0,198.0,27.0,858.0,750.0,1012.0,2023-01-26 07:34:01.118,6.14.1,53.0,100.0,29,True,69.0,cx_freeze,conda-forge/cx_freeze,,35.0,,https://pypi.org/project/cx_freeze,2022-06-22 04:29:28.000,44732.0,48583.0,https://anaconda.org/conda-forge/cx_freeze,2023-01-26 12:31:54.190,184890.0,3.0,35.0,,,,,,,,,,,,,,,,,,,,
115,PyHamcrest,hamcrest/PyHamcrest,testing,Hamcrest matchers for Python.,,https://github.com/hamcrest/PyHamcrest,https://github.com/hamcrest/PyHamcrest,,2010-12-24 02:55:56.000,2023-01-17 04:26:48.000,2023-01-03 16:40:29,617.0,8.0,99.0,22.0,149.0,59.0,686.0,2022-08-07 15:50:19.406,2.0.4,24.0,41.0,29,False,19.0,pyhamcrest,conda-forge/pyhamcrest,,33659.0,31838.0,https://pypi.org/project/pyhamcrest,2021-12-12 20:12:38.000,1489058.0,1494733.0,https://anaconda.org/conda-forge/pyhamcrest,2022-09-21 07:33:07.620,454009.0,3.0,1821.0,,,,,,,,,,,,,,,,,,,,
116,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 06:35:15.000,2022-12-27 04:26:25.000,2022-09-22 14:18:01,622.0,,114.0,16.0,180.0,162.0,546.0,2022-03-26 22:16:11.000,2.5.3,53.0,67.0,29,True,52.0,pylint-django,conda-forge/pylint-django,['pylint'],21607.0,20440.0,https://pypi.org/project/pylint-django,2022-03-25 16:09:23.000,893431.0,895086.0,https://anaconda.org/conda-forge/pylint-django,2022-04-07 12:02:14.331,127057.0,2.0,1167.0,,216.0,,,,,,,,,,,,,,,,,,
117,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 20:41:41.000,2023-01-26 14:17:12.000,2023-01-23 21:44:05,288.0,39.0,91.0,10.0,156.0,137.0,466.0,2023-01-24 16:28:10.153,1.21.8,63.0,48.0,29,True,24.0,sphinx-autodoc-typehints,conda-forge/sphinx-autodoc-typehints,['sphinx'],1437.0,,https://pypi.org/project/sphinx-autodoc-typehints,2022-07-31 19:28:05.288,779693.0,786513.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2023-01-25 17:54:59.740,422846.0,2.0,1437.0,,,,,,,,,,,,,,,,,,,,
118,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,,107.0,21.0,61.0,41.0,426.0,2022-08-10 16:47:16.981,1.6.0,30.0,37.0,29,True,11.0,ddt,conda-forge/ddt,,6023.0,4702.0,https://pypi.org/project/ddt,2022-05-24 02:14:19.000,355737.0,356867.0,https://anaconda.org/conda-forge/ddt,2022-09-22 12:35:17.572,79114.0,3.0,1321.0,,,,,,,,,,,,,,,,,,,,
119,pep8-naming,PyCQA/pep8-naming,linters,Naming Convention checker for Python.,,https://github.com/PyCQA/pep8-naming,https://github.com/PyCQA/pep8-naming,Saxpath,2013-02-09 18:32:52.000,2022-12-20 00:48:27.815,2022-12-19 20:42:53,256.0,3.0,117.0,14.0,121.0,76.0,418.0,2022-12-19 20:46:55.580,0.13.3,27.0,35.0,29,False,17.0,pep8-naming,conda-forge/pep8-naming,,24978.0,23226.0,https://pypi.org/project/pep8-naming,2022-06-02 15:46:24.000,1633547.0,1636797.0,https://anaconda.org/conda-forge/pep8-naming,2022-12-20 00:48:27.815,269775.0,2.0,1752.0,,,,,,,,,,,,,,,,,,,,
120,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 14:40:55.000,2023-01-23 10:44:50.730,2023-01-13 17:15:21,251.0,4.0,25.0,13.0,25.0,5.0,367.0,2023-01-16 06:55:01.507,1.1.1,40.0,11.0,29,True,4.0,wasabi,conda-forge/wasabi,,25017.0,24729.0,https://pypi.org/project/wasabi,2022-03-30 11:12:31.000,3404300.0,3425152.0,https://anaconda.org/conda-forge/wasabi,2023-01-23 10:44:50.730,980076.0,3.0,288.0,,,,,,,,,,,,,,,,,,,explosion/wasabi,
121,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 22:55:55,353.0,36.0,86.0,7.0,80.0,48.0,139.0,2022-12-22 22:56:11.423,6.0.0,41.0,37.0,29,True,9.0,flake8-isort,conda-forge/flake8-isort,['flake8'],17290.0,16655.0,https://pypi.org/project/flake8-isort,2021-10-14 11:43:49.000,863299.0,864019.0,https://anaconda.org/conda-forge/flake8-isort,2022-12-23 09:25:56.098,28101.0,2.0,635.0,,,,,,,,,,,,,,,,,,,,
122,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 13:55:43.000,2023-01-03 13:15:29.000,2023-01-03 13:15:29,307.0,2.0,923.0,235.0,112.0,98.0,15632.0,2022-04-02 15:00:56.000,1.1.1,57.0,27.0,28,True,20.0,pysnooper,conda-forge/pysnooper,,48.0,,https://pypi.org/project/pysnooper,2022-04-02 15:00:56.000,182150.0,183474.0,https://anaconda.org/conda-forge/pysnooper,2022-04-04 02:05:04.609,58284.0,2.0,48.0,,,,,,,,,,,,,,,,,,,,
123,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 13:05:10.000,2023-01-26 13:40:00.000,2023-01-19 14:22:24,2322.0,62.0,236.0,40.0,1062.0,769.0,4115.0,2023-01-16 09:26:06.000,2023.01.16,100.0,105.0,28,True,440.0,,conda-forge/mamba,,,,,,,129216.0,https://anaconda.org/conda-forge/mamba,2023-01-17 11:28:27.901,5943946.0,3.0,,,,,,,,,,,,,,,,,,,,,
124,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,,1356.0,105.0,3152.0,2371.0,3418.0,2017-05-30 10:07:57.000,0.11.1,730.0,483.0,28,False,835.0,coala-bears,,,115.0,10.0,https://pypi.org/project/coala-bears,2017-11-10 21:04:50.000,2269.0,2270.0,,,,2.0,105.0,,156.0,,,,,,,,,,,,,,,,,,
125,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 20:49:52.000,2023-01-11 17:43:25.000,2023-01-11 17:43:24,719.0,17.0,316.0,82.0,366.0,206.0,2151.0,2022-12-06 07:57:49.000,7.0.1,10.0,124.0,28,True,125.0,pytest-testinfra,conda-forge/pytest-testinfra,['pytest'],8.0,,https://pypi.org/project/pytest-testinfra,2022-06-19 22:34:24.000,176580.0,176939.0,https://anaconda.org/conda-forge/pytest-testinfra,2022-12-13 07:21:44.910,8627.0,3.0,8.0,,,,,,,,,,,,,,,,,,,,
126,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 23:32:13.000,2023-01-03 20:43:57.000,2023-01-03 20:43:57,3332.0,2.0,600.0,90.0,532.0,170.0,1695.0,2016-11-25 22:13:29.000,4.0.515,36.0,384.0,28,True,135.0,diamond,,,152.0,118.0,https://pypi.org/project/diamond,2016-11-25 22:13:29.000,33359.0,33359.0,,,,3.0,34.0,,,,,,,,,,,,,,,,,,,,
127,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 18:58:58.000,2023-01-03 00:13:00.000,2022-09-03 06:11:45,527.0,,98.0,31.0,77.0,141.0,1411.0,2021-08-08 13:25:20.000,5.1.0,54.0,52.0,28,True,20.0,radon,conda-forge/radon,,3657.0,3057.0,https://pypi.org/project/radon,2021-12-15 14:08:03.854,310748.0,311591.0,https://anaconda.org/conda-forge/radon,2021-09-07 09:02:03.415,53111.0,2.0,600.0,,,,,,,,,,,,,,,,,,,,
128,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 13:42:16.000,2022-12-26 21:37:15.000,2022-07-14 18:31:38,706.0,,58.0,19.0,315.0,125.0,1041.0,2021-07-09 22:22:20.000,0.10.3,26.0,41.0,28,True,90.0,pdbpp,conda-forge/pdbpp,,4087.0,3476.0,https://pypi.org/project/pdbpp,2021-07-09 22:22:20.000,549626.0,550995.0,https://anaconda.org/conda-forge/pdbpp,2021-07-11 15:21:48.419,89029.0,2.0,611.0,,,,,,,,,,,,,,,,,,,,
129,pylama,klen/pylama,linters,Code audit tool for python.,,https://github.com/klen/pylama,https://github.com/klen/pylama,MIT,2012-08-17 10:10:10.000,2023-01-22 23:24:48.000,2022-08-08 11:25:05,700.0,,95.0,19.0,95.0,94.0,972.0,2022-08-08 11:29:01.059,8.4.1,116.0,48.0,28,True,43.0,pylama,,,5224.0,4624.0,https://pypi.org/project/pylama,2022-03-11 14:17:31.000,156204.0,156204.0,,,,2.0,600.0,,,,,,,,,,,,,,,,,,,,
130,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 03:02:53,264.0,1.0,91.0,25.0,109.0,76.0,700.0,2019-12-10 01:50:33.000,0.8.1,14.0,33.0,28,True,34.0,astor,conda-forge/astor,,2109.0,,https://pypi.org/project/astor,2019-12-10 01:50:33.000,6492547.0,6519432.0,https://anaconda.org/conda-forge/astor,2020-07-01 13:36:26.971,1855126.0,2.0,2109.0,,,,,,,,,,,,,,,,,,,,
131,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 03:40:17.000,2023-01-24 05:03:51.000,2023-01-24 05:03:50,554.0,28.0,67.0,11.0,121.0,64.0,693.0,2022-11-25 15:05:02.493,2.0.0,52.0,36.0,28,True,29.0,autoflake,conda-forge/autoflake,,540.0,,https://pypi.org/project/autoflake,2019-08-04 15:14:24.000,1009578.0,1019638.0,https://anaconda.org/conda-forge/autoflake,2022-10-14 07:46:06.339,452711.0,2.0,540.0,,,,,,,,,,,,,,,,,,,PyCQA/autoflake,
132,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 18:57:12.000,2022-11-11 06:00:05.780,2021-06-11 10:22:09,273.0,,40.0,8.0,35.0,51.0,497.0,2021-06-11 10:22:42.000,15.0.1,63.0,16.0,28,False,29.0,coloredlogs,anaconda/coloredlogs,,16716.0,14886.0,https://pypi.org/project/coloredlogs,2021-06-11 10:22:42.000,4967369.0,4967485.0,https://anaconda.org/anaconda/coloredlogs,2022-11-11 06:00:05.780,7453.0,3.0,1830.0,,,,,,,,,,,,,,,,,,,,
133,docformatter,myint/docformatter,formatters,Formats docstrings to follow PEP 257.,,https://github.com/PyCQA/docformatter,https://github.com/PyCQA/docformatter,MIT,2012-05-26 21:40:48.000,2023-01-24 20:39:54.000,2023-01-22 18:14:42,519.0,25.0,46.0,10.0,73.0,66.0,364.0,2022-12-16 19:22:01.584,1.5.1,50.0,25.0,28,True,18.0,docformatter,conda-forge/docformatter,,1558.0,1459.0,https://pypi.org/project/docformatter,2020-12-27 18:11:12.000,209016.0,210512.0,https://anaconda.org/conda-forge/docformatter,2022-12-19 19:13:23.880,41914.0,3.0,99.0,,,,,,,,,,,,,,,,,,,PyCQA/docformatter,
134,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 21:09:28.000,2022-10-06 09:43:56.000,2022-06-10 09:18:33,1062.0,,65.0,32.0,6.0,,224.0,2022-10-06 09:48:04.927,5.0.0,38.0,185.0,28,True,,hacking,,['flake8'],4393.0,,https://pypi.org/project/hacking,2021-04-21 10:37:50.000,201712.0,201712.0,,,,2.0,4393.0,,,,,,,,,,,,,,,,,,,,
135,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 14:39:23.000,2022-12-18 18:46:32.000,2022-12-18 18:44:36,259.0,12.0,33.0,7.0,91.0,51.0,218.0,2022-12-18 18:49:02.248,0.10.3,23.0,16.0,28,True,8.0,pytest-mypy,conda-forge/pytest-mypy,['pytest'],2508.0,2094.0,https://pypi.org/project/pytest-mypy,2022-02-07 17:12:40.000,529841.0,531229.0,https://anaconda.org/conda-forge/pytest-mypy,2020-11-24 14:50:18.057,48613.0,3.0,414.0,,,,,,,,,,,,,,,,,,,realpython/pytest-mypy,
136,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,,54.0,20.0,106.0,86.0,217.0,2022-05-21 21:30:52.000,1.5.4,34.0,26.0,28,True,1.0,typed_ast,conda-forge/typed-ast,,5490.0,,https://pypi.org/project/typed_ast,2022-05-21 21:30:52.000,9373596.0,9464695.0,https://anaconda.org/conda-forge/typed-ast,2022-10-29 20:43:34.047,5739264.0,2.0,5490.0,,,,,,,,,,,,,,,,,,,,
137,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 16:44:44,108.0,4.0,38.0,4.0,65.0,43.0,160.0,2022-12-19 16:50:01.696,3.3.2,41.0,32.0,28,True,8.0,flake8-quotes,conda-forge/flake8-quotes,['flake8'],16259.0,15406.0,https://pypi.org/project/flake8-quotes,2021-10-19 07:07:05.000,516254.0,524748.0,https://anaconda.org/conda-forge/flake8-quotes,2022-12-20 11:05:53.269,645573.0,2.0,853.0,,,,,,,,,,,,,,,,,,,,
138,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,,358.0,153.0,69.0,227.0,9147.0,2021-12-22 19:23:21.000,1.0.68,53.0,35.0,27,True,67.0,bpytop,conda-forge/bpytop,,81.0,80.0,https://pypi.org/project/bpytop,2021-12-22 19:23:21.000,7297.0,7718.0,https://anaconda.org/conda-forge/bpytop,2021-12-22 23:07:43.371,9701.0,3.0,1.0,,,,,,,,,,,,,,,,,,,,
139,icecream,gruns/icecream,debugging,Never use print() to debug again.,,https://github.com/gruns/icecream,https://github.com/gruns/icecream,MIT,2018-02-13 18:56:12.000,2023-01-15 18:18:10.000,2022-12-04 22:09:17,262.0,14.0,135.0,50.0,40.0,69.0,6544.0,2022-07-21 09:20:01.329,2.1.3,17.0,21.0,27,True,32.0,icecream,conda-forge/icecream,,88.0,,https://pypi.org/project/icecream,2022-02-15 23:33:58.000,207558.0,208062.0,https://anaconda.org/conda-forge/icecream,2022-07-21 16:51:26.595,10593.0,3.0,88.0,,,,,,,,,,,,,,,,,,,,
140,memory_profiler,fabianp/memory_profiler,profiling,Monitor Memory usage of Python code.,,https://github.com/fabianp/memory_profiler,https://github.com/fabianp/memory_profiler,BSD-3-Clause,2016-05-26 17:45:08.632,2022-11-16 08:09:24.242,2018-06-28 13:35:12,500.0,,362.0,5.0,1.0,,3652.0,2022-11-15 17:59:01.069,0.61.0,59.0,62.0,27,False,,memory_profiler,conda-forge/memory_profiler,,172.0,,https://pypi.org/project/memory_profiler,2021-12-18 13:42:24.000,561970.0,565273.0,https://anaconda.org/conda-forge/memory_profiler,2022-11-16 08:09:24.242,264290.0,3.0,172.0,,,,,,,,,,,,,,,,,,,,
141,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 17:37:38.151,2023-01-20 01:00:47.000,2022-12-09 14:20:56,290.0,27.0,95.0,16.0,122.0,45.0,1604.0,2022-12-09 15:21:59.908,4.0.2,26.0,38.0,27,True,31.0,line_profiler,conda-forge/line_profiler,,43.0,,https://pypi.org/project/line_profiler,2022-04-01 07:40:49.000,327931.0,331784.0,https://anaconda.org/conda-forge/line_profiler,2022-12-09 23:55:22.319,308289.0,3.0,43.0,,,,,,,,,,,,,,,,,,,,
142,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 06:06:22.000,2023-01-26 07:06:12.000,2023-01-26 06:59:58,833.0,64.0,31.0,12.0,36.0,126.0,1468.0,2023-01-17 08:38:01.474,0.12.0,23.0,14.0,27,True,34.0,beartype,conda-forge/beartype,,50.0,,https://pypi.org/project/beartype,2022-03-15 06:06:23.000,103397.0,104518.0,https://anaconda.org/conda-forge/beartype,2022-09-18 08:36:02.454,34757.0,3.0,50.0,,,,,,,,,,,,,,,,,,,,
143,stackprinter,cknd/stackprinter,logging,Debugging-friendly exceptions for Python.,,https://github.com/cknd/stackprinter,https://github.com/cknd/stackprinter,MIT,2018-09-05 10:58:47.000,2022-11-24 20:29:04.000,2022-11-24 20:28:21,202.0,3.0,35.0,8.0,34.0,21.0,1208.0,2022-11-24 20:30:35.533,0.2.10,19.0,7.0,27,True,7.0,stackprinter,conda-forge/stackprinter,,191.0,165.0,https://pypi.org/project/stackprinter,2022-04-02 09:37:50.000,728874.0,728980.0,https://anaconda.org/conda-forge/stackprinter,2020-10-31 17:18:37.537,4569.0,3.0,26.0,1.0,,,,,,,,,,,,,,,,,,,
144,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 00:18:05.000,2023-01-23 18:06:50.000,2023-01-20 08:01:58,372.0,40.0,118.0,34.0,258.0,205.0,1079.0,2022-12-08 12:30:00.681,0.20.3,35.0,40.0,27,True,33.0,pytest-asyncio,conda-forge/pytest-asyncio,['pytest'],,,https://pypi.org/project/pytest-asyncio,2022-10-21 13:22:48.000,4573499.0,4594497.0,https://anaconda.org/conda-forge/pytest-asyncio,2022-12-08 19:33:40.469,1427594.0,3.0,,,58.0,,,,,,,,,,,,,,,,,,
145,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 12:58:03,700.0,2.0,57.0,13.0,64.0,50.0,1060.0,2022-10-31 08:28:00.894,1.4.0,22.0,28.0,27,True,18.0,yappi,conda-forge/yappi,,1082.0,740.0,https://pypi.org/project/yappi,2022-05-20 09:48:23.000,1148312.0,1150349.0,https://anaconda.org/conda-forge/yappi,2022-11-02 18:35:11.317,136524.0,3.0,342.0,,,,,,,,,,,,,,,,,,,,
146,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 20:08:18.000,2022-10-30 14:19:59.665,2022-09-20 23:55:51,1073.0,,79.0,23.0,74.0,173.0,755.0,2022-09-21 00:00:55.818,3.4.3,145.0,38.0,27,True,4.0,green,conda-forge/green,,977.0,768.0,https://pypi.org/project/green,2022-05-23 22:25:25.000,9548.0,11325.0,https://anaconda.org/conda-forge/green,2022-10-30 14:19:59.665,113767.0,3.0,209.0,,,,,,,,,,,,,,,,,,,,
147,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 20:43:31.000,2023-01-04 17:49:26.000,2023-01-02 21:10:23,2022.0,17.0,157.0,17.0,727.0,368.0,749.0,2022-02-06 14:17:08.000,0.5.1,18.0,69.0,27,True,154.0,asv,conda-forge/asv,,67.0,,https://pypi.org/project/asv,2022-02-06 14:16:23.000,23659.0,33038.0,https://anaconda.org/conda-forge/asv,2022-11-04 11:34:14.554,675340.0,3.0,67.0,,,,,,,,,,,,,,,,,,,,
148,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 21:55:05.000,2023-01-25 08:05:35.000,2022-11-29 17:39:56,463.0,14.0,66.0,19.0,370.0,106.0,535.0,2022-10-20 06:20:02.477,3.4.0,40.0,35.0,27,True,7.0,mypy-protobuf,conda-forge/mypy-protobuf,,60.0,,https://pypi.org/project/mypy-protobuf,2022-01-23 22:29:40.000,1144274.0,1147446.0,https://anaconda.org/conda-forge/mypy-protobuf,2022-08-24 19:50:22.562,82487.0,3.0,60.0,,,,,,,,,,,,,,,,,,,nipunn1313/mypy-protobuf,
149,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,,39.0,6.0,61.0,95.0,464.0,2021-10-18 03:40:35.000,1.8.1,48.0,22.0,27,False,56.0,darglint,conda-forge/darglint,,12993.0,12940.0,https://pypi.org/project/darglint,2021-10-18 03:40:35.000,372332.0,373624.0,https://anaconda.org/conda-forge/darglint,2021-11-05 17:11:34.449,51719.0,3.0,53.0,,,,,,,,,,,,,,,,,,,,
150,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 16:20:39,292.0,18.0,69.0,9.0,100.0,90.0,271.0,2022-11-26 20:15:35.517,0.18.2,35.0,46.0,27,True,16.0,flake8-import-order,conda-forge/flake8-import-order,['flake8'],1170.0,,https://pypi.org/project/flake8-import-order,2019-03-04 08:39:11.000,311662.0,314704.0,https://anaconda.org/conda-forge/flake8-import-order,2022-11-28 21:20:05.953,225118.0,3.0,1170.0,,,,,,,,,,,,,,,,,,,,
151,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 15:34:54.000,2021-12-05 16:31:05.000,2019-12-22 18:11:19,86.0,,44.0,7.0,33.0,21.0,192.0,2019-12-22 18:12:11.000,1.6.3,11.0,10.0,27,False,18.0,astunparse,conda-forge/astunparse,,64150.0,63867.0,https://pypi.org/project/astunparse,2019-12-22 18:12:11.000,6523009.0,6541669.0,https://anaconda.org/conda-forge/astunparse,2021-01-15 07:40:29.426,1250250.0,3.0,283.0,,,,,,,,,,,,,,,,,,,,
152,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 10:39:07.000,2022-02-24 14:18:07.000,2022-02-24 14:18:07,93.0,,25.0,12.0,41.0,28.0,126.0,2021-11-13 21:39:31.000,0.5.3,20.0,10.0,27,True,1.0,gast,conda-forge/gast,,108838.0,106975.0,https://pypi.org/project/gast,2021-11-13 21:39:31.000,13073845.0,13108978.0,https://anaconda.org/conda-forge/gast,2021-11-15 08:20:52.503,1967462.0,3.0,1863.0,,,,,,,,,,,,,,,,,,,,
153,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 23:43:03,285.0,20.0,22.0,3.0,57.0,41.0,98.0,2022-12-22 23:44:03.313,2.1.0,26.0,17.0,27,True,2.0,flake8-builtins,conda-forge/flake8-builtins,['flake8'],5676.0,5276.0,https://pypi.org/project/flake8-builtins,2020-05-14 10:45:01.000,555270.0,557741.0,https://anaconda.org/conda-forge/flake8-builtins,2022-12-23 19:26:57.671,182859.0,3.0,400.0,,,,,,,,,,,,,,,,,,,,
154,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,BSD-3-Clause,2017-07-11 00:19:00.000,2023-01-23 17:31:53.000,2023-01-23 17:31:44,326.0,9.0,151.0,52.0,123.0,127.0,4111.0,2022-02-18 23:46:48.000,22.2.0,22.0,45.0,26,True,38.0,monkeytype,conda-forge/monkeytype,,25.0,,https://pypi.org/project/monkeytype,2022-02-18 23:46:48.000,114096.0,114879.0,https://anaconda.org/conda-forge/monkeytype,2022-02-19 14:25:33.147,46997.0,2.0,25.0,,,,,,,,,,,,,,,,,,,,
155,notifiers,liiight/notifiers,logging,The easy way to send notifications.,,https://github.com/liiight/notifiers,https://github.com/liiight/notifiers,MIT,2017-06-01 10:20:18.000,2022-12-22 14:22:26.000,2022-07-14 07:40:12,517.0,,91.0,32.0,360.0,66.0,2370.0,2022-02-10 14:51:38.000,1.3.3,31.0,19.0,26,True,41.0,notifiers,conda-forge/notifiers,,359.0,337.0,https://pypi.org/project/notifiers,2022-02-10 14:51:38.000,421691.0,422845.0,https://anaconda.org/conda-forge/notifiers,2022-09-07 07:53:17.789,28862.0,3.0,22.0,,,,,,,,,,,,,,,,,,,,
156,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 03:38:50.000,2022-10-27 13:00:38.000,2020-11-16 01:36:32,316.0,,607.0,156.0,34.0,119.0,1875.0,2020-11-16 03:43:07.000,1.0.2,41.0,13.0,26,False,171.0,uiautomator,,,302.0,235.0,https://pypi.org/project/uiautomator,2020-11-16 03:43:07.000,23929.0,23929.0,,,,3.0,67.0,,,,,,,,,,,,,,,,,,,,
157,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,,77.0,10.0,59.0,52.0,1004.0,2021-12-22 16:55:15.000,1.0.1,17.0,29.0,26,True,53.0,pympler,conda-forge/pympler,,306.0,,https://pypi.org/project/pympler,2021-12-22 16:55:15.000,1100097.0,1103808.0,https://anaconda.org/conda-forge/pympler,2022-07-24 00:00:16.620,259828.0,3.0,306.0,,,,,,,,,,,,,,,,,,,,
158,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 03:55:00,575.0,4.0,133.0,9.0,114.0,201.0,928.0,2021-08-03 14:51:19.000,0.10.0,34.0,58.0,26,True,101.0,pdoc3,anaconda/pdoc3,,2270.0,2153.0,https://pypi.org/project/pdoc3,2021-08-03 14:51:19.000,304792.0,304821.0,https://anaconda.org/anaconda/pdoc3,2020-11-30 22:53:50.187,1106.0,2.0,117.0,,,,,,,,,,,,,,,,,,,,
159,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,,54.0,10.0,49.0,42.0,676.0,2018-05-20 19:52:16.000,4.2.0,17.0,16.0,26,False,48.0,pytest-watch,conda-forge/pytest-watch,['pytest'],6078.0,5461.0,https://pypi.org/project/pytest-watch,2018-05-20 19:52:16.000,414774.0,416089.0,https://anaconda.org/conda-forge/pytest-watch,2022-11-03 15:48:18.639,78939.0,3.0,617.0,,,,,,,,,,,,,,,,,,,,
160,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,,207.0,24.0,95.0,83.0,586.0,2022-02-03 20:27:24.000,0.8.1,58.0,39.0,26,True,54.0,sphinx-bootstrap-theme,,['sphinx'],600.0,,https://pypi.org/project/sphinx-bootstrap-theme,2022-02-03 20:27:24.000,211751.0,211751.0,,,,2.0,600.0,,,,,,,,,,,,,,,,,,,,
161,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 15:48:10.000,2023-01-21 11:07:35.000,2023-01-21 11:05:08,531.0,29.0,26.0,4.0,466.0,47.0,480.0,2022-05-11 17:35:06.000,3.12.0,30.0,18.0,26,True,7.0,pytest-randomly,conda-forge/pytest-randomly,,195.0,,https://pypi.org/project/pytest-randomly,2022-05-11 17:35:06.000,589558.0,596206.0,https://anaconda.org/conda-forge/pytest-randomly,2022-05-12 01:12:32.731,99731.0,3.0,195.0,,,,,,,,,,,,,,,,,,,,
162,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 17:09:56.000,2022-12-28 19:06:53.000,2022-12-28 19:06:53,294.0,9.0,58.0,19.0,57.0,51.0,446.0,2022-04-20 19:59:44.000,2021.03.14,15.0,23.0,26,True,21.0,sphinx-autobuild,conda-forge/sphinx-autobuild,['sphinx'],15467.0,12800.0,https://pypi.org/project/sphinx-autobuild,2021-03-14 13:46:47.000,408822.0,410979.0,https://anaconda.org/conda-forge/sphinx-autobuild,2021-03-14 17:15:24.297,148866.0,2.0,2667.0,,,,,,,,,,,,,,,,,,,,
163,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 12:15:56.000,2023-01-21 11:07:32.000,2023-01-21 11:05:04,495.0,29.0,19.0,6.0,426.0,42.0,404.0,2022-10-29 23:12:51.523,3.10.1,34.0,14.0,26,True,9.0,flake8-comprehensions,conda-forge/flake8-comprehensions,['flake8'],567.0,,https://pypi.org/project/flake8-comprehensions,2022-05-19 09:53:53.000,789812.0,799083.0,https://anaconda.org/conda-forge/flake8-comprehensions,2022-11-01 17:51:32.037,686122.0,3.0,567.0,,,,,,,,,,,,,,,,,,,,
164,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 15:27:20.000,2022-12-11 18:01:45.000,2022-12-11 17:58:01,563.0,6.0,37.0,7.0,69.0,76.0,273.0,,,43.0,22.0,26,True,17.0,check-manifest,conda-forge/check-manifest,,11016.0,8336.0,https://pypi.org/project/check-manifest,2022-03-13 10:09:29.000,235234.0,236757.0,https://anaconda.org/conda-forge/check-manifest,2022-12-05 13:13:18.863,74639.0,3.0,2680.0,,,,,,,,,,,,,,,,,,,,
165,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,MIT,2020-01-14 11:27:41.000,2022-12-27 12:55:42.000,2022-10-04 10:09:22,824.0,,25.0,13.0,23.0,302.0,225.0,2022-12-28 12:12:07.000,0.28.5,46.0,31.0,26,True,154.0,py2app,,,829.0,,https://pypi.org/project/py2app,2022-05-24 16:02:29.000,16364.0,16364.0,,,,3.0,829.0,,,,,,,,,,,,,,,,,,,,
166,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 03:56:37.000,2022-12-31 22:28:30.000,2022-12-31 22:06:15,570.0,24.0,40.0,5.0,27.0,46.0,167.0,2023-01-02 18:25:53.338,2.0.0,34.0,10.0,26,True,28.0,releases,conda-forge/sphinx-releases,['sphinx'],883.0,517.0,https://pypi.org/project/releases,2020-01-11 00:29:49.000,9752.0,10600.0,https://anaconda.org/conda-forge/sphinx-releases,2021-10-19 17:29:57.242,47515.0,2.0,366.0,,,,,,,,,,,,,,,,,,,,
167,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 14:40:26.000,2023-01-11 16:33:01.000,2023-01-11 16:33:01,162.0,17.0,11.0,2.0,47.0,23.0,151.0,2022-12-20 09:31:01.407,0.3.6,20.0,10.0,26,True,6.0,flake8-black,conda-forge/flake8-black,['flake8'],3324.0,3138.0,https://pypi.org/project/flake8-black,2022-05-16 09:20:23.000,691556.0,700681.0,https://anaconda.org/conda-forge/flake8-black,2022-11-21 11:35:51.188,392392.0,3.0,186.0,,,,,,,,,,,,,,,,,,,,
168,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,,115.0,24.0,221.0,161.0,1750.0,2020-04-28 06:31:17.000,.0.8.3,30.0,37.0,25,False,108.0,dephell,,,426.0,414.0,https://pypi.org/project/dephell,2020-04-28 06:29:24.000,3058.0,3062.0,,,,3.0,12.0,,192.0,,,,,,,,,,,,,,,,,,
169,py2exe,py2exe/py2exe,packaging,Create standalone Windows programs from Python code.,,https://github.com/py2exe/py2exe,https://github.com/py2exe/py2exe,MIT,2019-03-11 13:16:35.000,2023-01-26 03:01:01.000,2022-12-22 12:56:19,1075.0,11.0,71.0,19.0,31.0,131.0,528.0,2022-11-05 16:32:25.000,0.13.0.0,25.0,16.0,25,True,9.0,py2exe,,,1827.0,1651.0,https://pypi.org/project/py2exe,2022-07-03 22:09:17.000,14696.0,14948.0,,,,3.0,176.0,,11609.0,,,,,,,,,,,,,,,,,,
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,,62.0,22.0,85.0,52.0,503.0,2020-11-16 12:36:24.000,0.11.2,21.0,23.0,25,False,45.0,mamba,,,674.0,556.0,https://pypi.org/project/mamba,2020-11-16 12:35:41.000,10507.0,10507.0,,,,3.0,118.0,,,,,,,,,,,,,,,,,,,,
171,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 02:33:25.000,2023-01-15 22:00:58.000,2022-07-29 16:12:10,178.0,,31.0,5.0,95.0,27.0,444.0,2021-09-10 23:05:20.000,1.5.0,14.0,12.0,25,True,23.0,interrogate,,,3139.0,3050.0,https://pypi.org/project/interrogate,2021-09-10 23:05:20.000,193470.0,193470.0,,,,3.0,89.0,,,,,,,,,,,,,,,,,,,,
172,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 06:58:51.000,2023-01-26 02:03:39.000,2022-12-27 20:44:55,370.0,2.0,11.0,5.0,244.0,30.0,281.0,2022-09-20 20:07:10.434,1.4.0,15.0,16.0,25,True,6.0,flake8-eradicate,conda-forge/flake8-eradicate,['flake8'],12708.0,12615.0,https://pypi.org/project/flake8-eradicate,2022-04-26 07:35:19.000,432529.0,432793.0,https://anaconda.org/conda-forge/flake8-eradicate,2022-09-26 17:26:04.280,5553.0,3.0,93.0,,,,,,,,,,,,,,,,,,,,
173,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 11:23:04.000,2023-01-05 00:12:48.000,2023-01-05 00:12:47,102.0,2.0,204.0,72.0,55.0,46.0,4302.0,2021-01-29 16:48:55.000,0.3.3,16.0,17.0,24,True,30.0,better-exceptions,,,73.0,,https://pypi.org/project/better-exceptions,2021-01-29 16:48:55.000,82958.0,82958.0,,,,3.0,73.0,,,,,,,,,,,,,,,,,,,,
174,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 17:11:25.872,2023-01-13 02:44:04.339,2022-02-16 05:16:40,168.0,,375.0,77.0,41.0,38.0,3955.0,2023-01-13 00:51:15.703,3.23.2,191.0,16.0,24,True,20.0,rebound,conda-forge/rebound,,41.0,23.0,https://pypi.org/project/rebound,2022-04-25 14:15:09.000,2285.0,5859.0,https://anaconda.org/conda-forge/rebound,2023-01-13 02:44:04.339,242883.0,3.0,18.0,,207.0,,,,,,,,,,,,,,,,,,
175,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,,231.0,70.0,116.0,78.0,2117.0,2018-11-01 16:02:57.000,0.42,15.0,22.0,24,False,21.0,python-taint,,,91.0,79.0,https://pypi.org/project/python-taint,2018-11-01 16:02:04.000,8557.0,8558.0,,,,3.0,12.0,1.0,89.0,,,,,,,,,,,,,,,,,,
176,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 03:21:51,205.0,2.0,85.0,26.0,113.0,76.0,1542.0,2022-11-02 23:26:19.000,1.0.3,60.0,39.0,24,True,41.0,shiv,,,12.0,,https://pypi.org/project/shiv,2022-01-24 19:17:52.000,11730.0,11738.0,,,,3.0,12.0,,357.0,,,,,,,,,,,,,,,,,,
177,pynsist,takluyver/pynsist,packaging,Build Windows installers for Python applications.,,https://github.com/takluyver/pynsist,https://github.com/takluyver/pynsist,MIT,2014-03-30 19:11:21.000,2022-11-04 09:45:28.000,2022-04-21 14:15:55,556.0,,118.0,32.0,90.0,143.0,829.0,2020-07-03 08:11:24.000,2.5.1,22.0,30.0,24,True,29.0,pynsist,,,205.0,158.0,https://pypi.org/project/pynsist,2022-03-21 11:44:22.000,1939.0,1939.0,,,,3.0,47.0,,,,,,,,,,,,,,,,,,,,
178,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 00:40:56,266.0,18.0,71.0,17.0,42.0,31.0,818.0,2021-06-13 08:00:00.000,1.7.0,29.0,20.0,24,True,32.0,portray,,,197.0,179.0,https://pypi.org/project/portray,2021-06-13 08:00:00.000,9380.0,9380.0,,,,3.0,18.0,,,,,,,,,,,,,,,,,,,,
179,redbaron,pycqa/redbaron,refactoring,Bottom-up approach to refactoring in python.,,https://github.com/PyCQA/redbaron,https://github.com/PyCQA/redbaron,LGPL-3.0+,2014-03-23 05:34:39.000,2022-01-29 21:54:37.000,2021-12-09 03:12:36,1672.0,,72.0,26.0,106.0,46.0,654.0,2019-03-17 19:03:54.000,0.9.2,15.0,34.0,24,False,80.0,redbaron,,,581.0,465.0,https://pypi.org/project/redbaron,2019-03-17 18:59:01.000,32651.0,32651.0,,,,2.0,116.0,,,,,,,,,,,,,,,,,,,,
180,paver,paver/paver,build-tools,Python-based project scripting.,,https://github.com/paver/paver,https://github.com/paver/paver,BSD-3-Clause,2010-11-11 09:43:52.000,2021-06-21 14:55:20.000,2021-06-21 14:55:20,534.0,,78.0,13.0,84.0,93.0,453.0,2017-12-31 01:13:41.000,1.3.4,28.0,45.0,24,False,38.0,paver,conda-forge/paver,,961.0,,https://pypi.org/project/paver,2017-12-31 01:13:41.000,49076.0,49430.0,https://anaconda.org/conda-forge/paver,2018-07-24 12:48:36.122,26222.0,3.0,961.0,,,,,,,,,,,,,,,,,,,,
181,constructor,conda/constructor,packaging,tool for creating installers from conda packages.,,https://github.com/conda/constructor,https://github.com/conda/constructor,BSD-3-Clause,2016-02-12 06:52:50.000,2023-01-26 14:38:54.000,2023-01-26 12:04:21,1073.0,32.0,155.0,31.0,339.0,270.0,394.0,2023-01-20 17:00:13.000,3.4.1,39.0,62.0,24,True,25.0,,constructor,,13.0,13.0,,,,114.0,https://anaconda.org/anaconda/constructor,2023-01-22 12:26:08.006,9087.0,3.0,,,227.0,,,,,,,,,,,,,,,,,,
182,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,,57.0,9.0,171.0,23.0,194.0,2021-02-16 16:47:31.000,0.2.23,26.0,44.0,24,False,39.0,data-science-types,conda-forge/data-science-types,,314.0,306.0,https://pypi.org/project/data-science-types,2021-02-16 16:45:03.000,68255.0,68518.0,https://anaconda.org/conda-forge/data-science-types,2021-02-16 21:31:02.632,6597.0,3.0,8.0,,,,,,,,,,,,,,,,,,,wearepal/data-science-types,
183,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 01:59:02.000,2023-01-13 20:55:04.000,2022-11-01 18:05:31,820.0,11.0,8.0,5.0,98.0,24.0,173.0,2022-09-05 17:42:22.786,1.1.0,66.0,8.0,24,True,18.0,xdoctest,conda-forge/xdoctest,,85.0,,https://pypi.org/project/xdoctest,2022-03-25 19:19:03.000,98760.0,101443.0,https://anaconda.org/conda-forge/xdoctest,2022-09-06 14:20:03.783,93923.0,3.0,85.0,,,,,,,,,,,,,,,,,,,,conda-forge/xdoctest
184,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 22:10:33.000,2022-12-30 03:08:42.000,2022-12-30 03:08:42,470.0,9.0,35.0,11.0,54.0,55.0,146.0,2022-11-07 21:57:22.231,0.9.28,28.0,23.0,24,True,5.0,asteval,conda-forge/asteval,,166.0,,https://pypi.org/project/asteval,2022-05-24 15:52:50.000,182117.0,185343.0,https://anaconda.org/conda-forge/asteval,2022-12-09 19:06:10.648,242002.0,3.0,166.0,,,,,,,,,,,,,,,,,,,,
185,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,MIT,2015-12-16 09:25:13.000,2021-10-13 19:25:52.000,2021-10-13 19:25:45,176.0,,25.0,3.0,38.0,26.0,128.0,2021-10-13 19:25:39.000,2.1.0,20.0,12.0,24,False,5.0,flake8-commas,,['flake8'],13277.0,12943.0,https://pypi.org/project/flake8-commas,2021-10-13 19:25:39.000,318490.0,318490.0,,,,3.0,334.0,,,,,,,,,,,,,,,,,,,,
186,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,,171.0,72.0,32.0,57.0,3880.0,2018-06-24 14:16:36.000,0.37.6,24.0,17.0,23,True,27.0,vprof,,,120.0,104.0,https://pypi.org/project/vprof,2020-02-29 13:31:59.000,4263.0,4263.0,,,,3.0,16.0,,,,,,,,,,,,,,,,,,,,
187,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 18:08:14,186.0,1.0,90.0,31.0,75.0,34.0,1445.0,2020-09-17 01:55:39.000,0.9.0,8.0,27.0,23,True,46.0,bowler,conda-forge/bowler,,7.0,,https://pypi.org/project/bowler,2020-09-17 01:55:39.000,85508.0,85804.0,https://anaconda.org/conda-forge/bowler,2019-06-12 18:37:14.246,14814.0,3.0,7.0,,,,,,,,,,,,,,,,,,,,
188,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 22:12:25.000,2023-01-19 05:12:52.000,2023-01-19 05:12:11,803.0,1.0,56.0,24.0,82.0,58.0,1034.0,2022-10-20 05:13:01.074,1.24.0,50.0,22.0,23,True,30.0,wily,,,10.0,,https://pypi.org/project/wily,2022-05-18 06:32:16.000,11005.0,11005.0,,,,3.0,10.0,,,,,,,,,,,,,,,,,,,,
189,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 13:48:56,431.0,8.0,29.0,16.0,16.0,26.0,885.0,2022-12-22 13:51:11.775,0.4.3,14.0,22.0,23,True,19.0,snoop,conda-forge/snoop,,13.0,,https://pypi.org/project/snoop,2021-11-11 16:57:18.000,31833.0,31994.0,https://anaconda.org/conda-forge/snoop,2022-12-22 20:22:27.544,2420.0,3.0,13.0,,,,,,,,,,,,,,,,,,,,
190,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 07:52:32.000,2022-11-03 10:04:57.000,2022-11-03 10:04:57,807.0,2.0,66.0,22.0,111.0,59.0,495.0,2019-05-28 06:37:19.000,1.7.0,12.0,62.0,23,True,45.0,pytest-virtualenv,conda-forge/pytest-shutil,,63.0,,https://pypi.org/project/pytest-virtualenv,2019-05-28 06:37:19.000,22824.0,23432.0,https://anaconda.org/conda-forge/pytest-shutil,2021-10-18 17:46:27.844,32873.0,3.0,63.0,,,,,,,,,,,,,,,,,,,,
191,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 02:48:01.000,2023-01-21 11:07:27.000,2023-01-21 11:04:39,303.0,25.0,35.0,5.0,154.0,53.0,468.0,2023-01-16 10:50:01.873,1.13.0,23.0,16.0,23,True,7.0,blacken-docs,conda-forge/blacken-docs,,19.0,,https://pypi.org/project/blacken-docs,2022-01-30 16:42:02.000,52189.0,53057.0,https://anaconda.org/conda-forge/blacken-docs,2023-01-16 15:42:33.233,26062.0,3.0,19.0,,,,,,,,,,,,,,,,,,,adamchainz/blacken-docs,
192,Fixit,Instagram/Fixit,linters,"Fixit is a Python Lint Framework based on LibCST. It comes with useful default lint rules for coding convention,..",,https://github.com/Instagram/Fixit,https://github.com/Instagram/Fixit,MIT,2020-02-20 19:09:01.000,2023-01-24 20:03:39.000,2023-01-24 20:03:39,217.0,13.0,44.0,19.0,194.0,33.0,368.0,2021-07-31 16:17:24.000,0.1.4,6.0,31.0,23,True,32.0,fixit,,,33.0,31.0,https://pypi.org/project/fixit,2021-07-30 20:35:02.000,17795.0,17795.0,,,,3.0,2.0,,,,,,,,,,,,,,,,,,,,
193,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 21:09:24.000,2022-07-24 17:43:46.000,2022-07-24 17:34:17,72.0,,25.0,7.0,12.0,44.0,287.0,2022-07-24 17:45:31.955,2.8.0,21.0,5.0,23,True,10.0,mkdocs-awesome-pages-plugin,,['mkdocs'],1687.0,1609.0,https://pypi.org/project/mkdocs-awesome-pages-plugin,2022-02-12 20:34:18.000,88133.0,88133.0,,,,3.0,78.0,,,,,,,,,,,,,,,,,,,,
194,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,,52.0,13.0,100.0,30.0,279.0,2021-12-09 03:33:32.000,0.10.1,21.0,33.0,23,False,46.0,baron,,,313.0,254.0,https://pypi.org/project/baron,2021-12-09 03:33:32.000,32786.0,32786.0,,,,3.0,59.0,,,,,,,,,,,,,,,,,,,,
195,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,,53.0,8.0,49.0,43.0,204.0,2021-07-03 02:09:02.000,0.9.3,28.0,6.0,23,False,52.0,mkdocs-with-pdf,,['mkdocs'],222.0,222.0,https://pypi.org/project/mkdocs-with-pdf,2021-07-03 02:04:39.000,18317.0,18317.0,,,,3.0,,,,,,,,,,,,,,,,,,,,,
196,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 21:41:44.000,2023-01-16 21:32:58.000,2022-10-31 20:25:04,110.0,2.0,22.0,6.0,37.0,12.0,194.0,2022-10-25 11:19:00.465,1.4.1,10.0,10.0,23,True,8.0,pytest-datadir,conda-forge/pytest-datadir,['pytest'],891.0,803.0,https://pypi.org/project/pytest-datadir,2019-10-22 13:04:22.000,138267.0,140412.0,https://anaconda.org/conda-forge/pytest-datadir,2022-10-25 16:50:34.913,160949.0,3.0,88.0,,,,,,,,,,,,,,,,,,,,
197,eradicate,myint/eradicate,refactoring,Removes commented-out code from Python files.,,https://github.com/myint/eradicate,https://github.com/myint/eradicate,Saxpath,2012-12-23 04:39:48.000,2023-01-06 08:45:01.000,2023-01-06 08:45:01,174.0,2.0,23.0,4.0,19.0,15.0,149.0,2022-04-06 09:48:46.000,2.1.0,17.0,11.0,23,False,5.0,eradicate,conda-forge/eradicate,,12183.0,12092.0,https://pypi.org/project/eradicate,2022-04-06 09:47:11.000,404715.0,404893.0,https://anaconda.org/conda-forge/eradicate,2022-04-13 14:13:20.049,3740.0,3.0,91.0,,,,,,,,,,,,,,,,,,,,
198,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,,80.0,28.0,10.0,38.0,2604.0,2021-11-24 14:32:07.000,1.2.25,48.0,5.0,22,False,5.0,pretty_errors,conda-forge/pretty_errors,,45.0,,https://pypi.org/project/pretty_errors,2021-11-24 14:32:07.000,25480.0,25839.0,https://anaconda.org/conda-forge/pretty_errors,2021-11-27 17:41:04.999,9355.0,3.0,45.0,,,,,,,,,,,,,,,,,,,,
199,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,,143.0,16.0,65.0,28.0,809.0,2018-07-25 01:42:48.000,0.6.0,11.0,36.0,22,False,29.0,pycco,,,391.0,278.0,https://pypi.org/project/pycco,2018-07-25 01:42:48.000,1777.0,1777.0,,,,3.0,113.0,,,,,,,,,,,,,,,,,,,,
200,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 18:03:16.000,2022-11-01 09:27:31.603,2022-10-29 23:23:34,1055.0,4.0,41.0,14.0,21.0,52.0,710.0,2022-09-27 22:33:15.252,3.5.1,51.0,9.0,22,True,39.0,hunter,conda-forge/hunter,,130.0,109.0,https://pypi.org/project/hunter,2021-12-15 20:36:30.000,5387.0,6854.0,https://anaconda.org/conda-forge/hunter,2022-11-01 09:27:31.603,26411.0,3.0,21.0,,,,,,,,,,,,,,,,,,,,
201,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 04:51:13.000,2023-01-25 07:12:49.000,2022-09-14 15:18:11,71.0,,57.0,8.0,52.0,33.0,328.0,2022-09-19 22:54:45.987,1.0.1,20.0,16.0,22,True,14.0,pytest-docker,,['pytest'],33.0,,https://pypi.org/project/pytest-docker,2022-04-09 19:10:43.000,115866.0,115868.0,,,,3.0,33.0,,88.0,,,,,,,,,,,,,,,,,,
202,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 14:25:24.000,2023-01-24 00:03:39.000,2022-10-11 00:53:47,704.0,,20.0,4.0,388.0,77.0,317.0,2022-03-27 17:47:46.000,0.32.0,48.0,15.0,22,True,44.0,nitpick,,['flake8'],278.0,274.0,https://pypi.org/project/nitpick,2022-03-27 17:47:42.000,11336.0,11336.0,,,,3.0,4.0,,4.0,,,,,,,,,,,,,,,,,,
203,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,,19.0,7.0,21.0,21.0,305.0,2020-02-01 18:04:00.000,0.6.3,12.0,9.0,22,True,17.0,pytest-lazy-fixture,conda-forge/pytest-lazy-fixture,['pytest'],1183.0,1129.0,https://pypi.org/project/pytest-lazy-fixture,2020-02-01 18:04:00.000,402732.0,408724.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2020-02-01 18:49:47.818,413478.0,3.0,54.0,,,,,,,,,,,,,,,,,,,,
204,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 00:55:50.000,2022-12-29 21:19:01.000,2022-12-29 21:19:00,397.0,23.0,20.0,5.0,169.0,48.0,269.0,2022-12-12 20:13:01.220,2.4.0,36.0,11.0,22,True,,add-trailing-comma,,,14.0,,https://pypi.org/project/add-trailing-comma,2022-04-17 13:58:01.000,20304.0,20304.0,,,,3.0,14.0,,,,,,,,,,,,,,,,,,,,
205,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,,40.0,19.0,31.0,46.0,268.0,2021-10-05 01:33:27.000,0.5.10,24.0,11.0,22,False,41.0,mkdocs-pdf-export-plugin,,['mkdocs'],318.0,314.0,https://pypi.org/project/mkdocs-pdf-export-plugin,2021-10-05 01:33:27.000,23774.0,23774.0,,,,3.0,4.0,,,,,,,,,,,,,,,,,,,,
206,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,,19.0,5.0,15.0,27.0,219.0,2021-09-03 15:34:36.000,0.8.0,21.0,9.0,22,True,8.0,xenon,conda-forge/xenon,,547.0,478.0,https://pypi.org/project/xenon,2022-02-24 08:21:17.000,92955.0,93252.0,https://anaconda.org/conda-forge/xenon,2019-10-12 20:39:43.883,18723.0,3.0,69.0,,,,,,,,,,,,,,,,,,,,
207,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 21:49:44.000,2023-01-23 22:21:55.000,2023-01-23 22:21:55,512.0,63.0,19.0,4.0,27.0,85.0,130.0,2023-01-19 21:50:02.721,0.25.4,53.0,14.0,22,True,15.0,griffe,conda-forge/griffe,,3.0,,https://pypi.org/project/griffe,2022-06-28 19:00:12.000,194304.0,201809.0,https://anaconda.org/conda-forge/griffe,2023-01-20 01:49:41.108,75058.0,3.0,3.0,,,,,,,,,,,,,,,,,,,,
208,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 12:59:17.000,2023-01-22 20:25:11.000,2022-10-18 17:37:46,493.0,,347.0,75.0,124.0,206.0,5333.0,2023-01-05 02:10:22.000,1.2.0,8.0,54.0,21,True,120.0,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,,,
209,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,,120.0,75.0,25.0,20.0,2991.0,2017-06-28 06:10:16.000,0.1.3,4.0,18.0,21,False,17.0,profiling,,,57.0,52.0,https://pypi.org/project/profiling,2021-12-15 15:24:47.133,6074.0,6074.0,,,,3.0,5.0,,,,,,,,,,,,,,,,,,,,
210,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 06:01:20.000,2021-06-04 01:31:20.000,2017-03-13 17:42:17,340.0,,197.0,60.0,44.0,16.0,2656.0,,,13.0,20.0,21,False,39.0,pyrasite,,,47.0,41.0,https://pypi.org/project/pyrasite,2012-05-09 19:11:33.000,29689.0,29689.0,,,,3.0,6.0,,,,,,,,,,,,,,,,,,,,
211,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,,186.0,73.0,170.0,125.0,1746.0,2017-11-22 14:27:35.000,2.7.0,37.0,56.0,21,False,88.0,sixpack,,,14.0,10.0,https://pypi.org/project/sixpack,2017-11-22 14:27:35.000,143.0,143.0,,,,3.0,4.0,,,,,,,,,,,,,,,,,,,,
212,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,,54.0,27.0,63.0,33.0,1368.0,2019-09-16 15:37:03.000,1.2.0,9.0,17.0,21,False,26.0,pyannotate,,,114.0,96.0,https://pypi.org/project/pyannotate,2019-09-16 15:37:03.000,4402.0,4402.0,,,,3.0,18.0,,,,,,,,,,,,,,,,,,,,
213,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 09:40:29.000,2022-04-18 07:11:37.000,2022-03-11 18:31:51,368.0,,41.0,22.0,53.0,72.0,1212.0,2021-07-02 13:17:04.000,0.3.1,26.0,28.0,21,True,58.0,pyflow,,,42.0,41.0,https://pypi.org/project/pyflow,2021-07-02 13:17:04.000,143.0,263.0,,,,3.0,1.0,,4951.0,,,,,,,,,,,,,,,,,,
214,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,,26.0,5.0,17.0,15.0,96.0,2022-08-29 14:28:51.025,4.1.1,13.0,12.0,21,True,11.0,flake8-bandit,,['flake8'],141.0,,https://pypi.org/project/flake8-bandit,2022-03-11 03:32:21.000,474562.0,474562.0,,,,3.0,141.0,,,,,,,,,,,,,,,,,,,,
215,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,,122.0,33.0,4.0,4.0,1590.0,2021-11-13 14:58:19.000,0.2.2,4.0,3.0,20,False,5.0,heartrate,conda-forge/heartrate,,51.0,48.0,https://pypi.org/project/heartrate,2021-11-13 14:58:19.000,1067.0,1168.0,https://anaconda.org/conda-forge/heartrate,2021-11-13 17:38:32.433,1930.0,3.0,3.0,,,,,,,,,,,,,,,,,,,,
216,xar,facebookincubator/xar,packaging,executable archive format.,,https://github.com/facebookincubator/xar,https://github.com/facebookincubator/xar,BSD-3-Clause,2017-06-29 18:15:26.000,2022-11-30 02:55:03.000,2022-11-18 15:26:38,97.0,1.0,51.0,40.0,22.0,25.0,1520.0,2020-12-02 20:41:20.000,20.12.2,3.0,38.0,20,True,8.0,xar,,,23.0,23.0,https://pypi.org/project/xar,2020-12-02 20:41:20.000,398.0,398.0,,,,3.0,,,,,,,,,,,,,,,,,,,,,
217,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 14:21:10.000,2023-01-20 15:42:40.000,2023-01-19 17:29:43,325.0,9.0,41.0,17.0,71.0,109.0,620.0,2023-01-19 17:39:06.662,1.4.5,67.0,19.0,20,True,29.0,pytest-testmon,conda-forge/pytest-testmon,['pytest'],,,https://pypi.org/project/pytest-testmon,2022-10-30 18:41:02.000,101697.0,102332.0,https://anaconda.org/conda-forge/pytest-testmon,2019-08-03 00:17:17.063,37497.0,3.0,,,,,,,,,,,,,,,,,,,,,
218,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,,,13.0,10.0,20,False,,assertpy,conda-forge/assertpy,,99.0,,https://pypi.org/project/assertpy,2020-07-19 14:39:02.000,514668.0,514964.0,https://anaconda.org/conda-forge/assertpy,2020-07-19 15:23:26.710,18377.0,3.0,99.0,,,,,,,,,,,,,,,,,,,,
219,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 09:19:54,492.0,3.0,20.0,9.0,44.0,15.0,334.0,2021-12-15 14:34:12.182,0.0.1,23.0,11.0,20,True,6.0,manhole,conda-forge/manhole,,159.0,121.0,https://pypi.org/project/manhole,2021-04-08 20:14:54.000,25465.0,26047.0,https://anaconda.org/conda-forge/manhole,2022-11-02 02:11:21.465,10485.0,3.0,38.0,,,,,,,,,,,,,,,,,,,,
220,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 05:19:51.000,2022-08-05 12:40:27.000,2022-02-09 02:49:51,186.0,,16.0,6.0,70.0,30.0,149.0,2022-02-09 03:17:52.000,0.2.3,7.0,12.0,20,True,19.0,pandas-vet,conda-forge/pandas-vet,['flake8'],161.0,152.0,https://pypi.org/project/pandas-vet,2022-02-09 02:48:57.000,50444.0,50750.0,https://anaconda.org/conda-forge/pandas-vet,2022-02-10 13:58:38.706,13752.0,3.0,9.0,,47.0,,,,,,,,,,,,,,,,,,
221,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,,38.0,6.0,25.0,16.0,146.0,2022-01-08 15:31:25.000,0.5.5,23.0,17.0,20,True,24.0,sphinx-markdown-builder,,['sphinx'],372.0,313.0,https://pypi.org/project/sphinx-markdown-builder,2022-01-08 15:31:25.000,27029.0,27029.0,,,,3.0,59.0,,,,,,,,,,,,,,,,,,,,
222,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 15:53:36.000,2023-01-25 21:03:59.000,2022-09-24 16:28:14,224.0,,14.0,2.0,15.0,18.0,131.0,2022-08-09 19:17:19.574,0.13.0,15.0,14.0,20,True,26.0,dlint,conda-forge/dlint,,45.0,,https://pypi.org/project/dlint,2021-10-27 13:15:42.000,188651.0,188770.0,https://anaconda.org/conda-forge/dlint,2022-08-10 17:05:19.047,1677.0,3.0,45.0,,,,,,,,,,,,,,,,,,,,
223,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,,19.0,5.0,14.0,3.0,112.0,2019-12-31 16:44:58.000,0.2.1,10.0,14.0,20,False,9.0,dodgy,conda-forge/dodgy,,2445.0,2162.0,https://pypi.org/project/dodgy,2019-12-31 16:44:58.000,405910.0,406527.0,https://anaconda.org/conda-forge/dodgy,2020-06-10 17:10:06.579,47515.0,3.0,283.0,,,,,,,,,,,,,,,,,,,,
224,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 01:59:13.000,2023-01-23 01:03:49.000,2023-01-23 01:03:28,695.0,102.0,13.0,6.0,16.0,52.0,80.0,2023-01-23 01:18:02.345,10.0.5,44.0,14.0,20,True,2.0,pip-run,,,3.0,,https://pypi.org/project/pip-run,2022-07-06 00:51:42.000,4246.0,4246.0,,,,3.0,3.0,,,,,,,,,,,,,,,,,,,,
225,reloadium,reloadware/reloadium,debugging,Advanced Hot Reloading & Profiling for Python.,,https://github.com/reloadware/reloadium,https://github.com/reloadware/reloadium,Apache-2.0,2022-01-15 03:01:41.000,2023-01-25 16:57:36.000,2023-01-25 09:18:31,41.0,5.0,32.0,25.0,18.0,55.0,2064.0,2023-01-25 23:37:00.472,0.9.10,35.0,2.0,19,True,7.0,reloadium,,,,,https://pypi.org/project/reloadium,2022-06-15 13:58:40.000,2431.0,2431.0,,,,3.0,,,,,,,,,,,,,,,,,,,,,
226,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,,74.0,43.0,48.0,34.0,1534.0,2021-11-11 16:04:25.000,0.9.3,39.0,10.0,19,True,20.0,birdseye,,,4.0,,https://pypi.org/project/birdseye,2022-05-18 12:08:29.000,1067.0,1067.0,,,,3.0,4.0,,,,,,,,,,,,,,,,,,,,
227,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,,34.0,4.0,68.0,,232.0,2021-01-11 18:40:32.000,0.9.0,28.0,16.0,19,False,4.0,flakehell,,['flake8'],12.0,,https://pypi.org/project/flakehell,2021-01-11 18:40:32.000,22992.0,22993.0,,,,3.0,12.0,,58.0,,,,,,,,,,,,,,,,,,
228,unimport,hakancelik96/unimport,refactoring,"A linter, formatter for finding and removing unused import statements.",,https://github.com/hakancelikdev/unimport,https://github.com/hakancelikdev/unimport,MIT,2019-09-08 09:49:24.000,2023-01-24 22:34:42.000,2022-12-04 19:34:31,462.0,4.0,19.0,4.0,167.0,85.0,184.0,2022-12-04 19:30:00.808,0.12.3,46.0,14.0,19,True,15.0,unimport,,,,,https://pypi.org/project/unimport,2022-01-29 20:05:35.000,8229.0,8229.0,,,,3.0,,,,,,,,,,,,,,,,,,,,hakancelikdev/unimport,
229,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 00:31:46.000,2022-12-09 05:26:08.000,2022-05-19 03:25:57,154.0,,25.0,6.0,25.0,16.0,124.0,2021-07-27 09:00:22.000,0.4.8,18.0,9.0,19,True,9.0,lazydocs,,,122.0,103.0,https://pypi.org/project/lazydocs,2021-07-27 08:05:42.000,4515.0,4515.0,,,,3.0,19.0,,,,,,,,,,,,,,,,,,,,
230,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,,15.0,4.0,13.0,3.0,103.0,2017-08-31 23:17:01.000,17.8.0,6.0,8.0,19,False,19.0,flake8-mypy,,['flake8'],1108.0,998.0,https://pypi.org/project/flake8-mypy,2017-08-31 23:17:01.000,33819.0,33819.0,,,,3.0,110.0,,,,,,,,,,,,,,,,,,,,
231,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,,14.0,7.0,10.0,3.0,80.0,2013-06-22 15:34:37.000,0.1.5,10.0,5.0,19,False,10.0,unify,conda-forge/unify,,759.0,723.0,https://pypi.org/project/unify,2019-08-07 13:46:09.000,82931.0,82984.0,https://anaconda.org/conda-forge/unify,2021-06-29 19:32:02.475,1009.0,3.0,36.0,,,,,,,,,,,,,,,,,,,,
232,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 11:39:27,220.0,5.0,11.0,3.0,7.0,67.0,68.0,2022-06-01 11:12:02.000,2.3.4,39.0,4.0,19,True,6.0,mkdocs-print-site-plugin,,['mkdocs'],136.0,133.0,https://pypi.org/project/mkdocs-print-site-plugin,2022-06-01 11:12:02.000,6486.0,6486.0,,,,3.0,3.0,,,,,,,,,,,,,,,,,,,,
233,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,,9.0,4.0,8.0,6.0,62.0,,,5.0,7.0,19,True,5.0,pylint-flask,conda-forge/pylint-flask,['pylint'],7347.0,6992.0,https://pypi.org/project/pylint-flask,2019-01-30 19:26:02.000,264765.0,265763.0,https://anaconda.org/conda-forge/pylint-flask,2019-02-02 18:28:49.934,76884.0,3.0,355.0,,,,,,,,,,,,,,,,,,,,
234,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 04:29:33.000,2022-03-08 14:43:42.000,2022-03-08 14:42:57,26.0,,6.0,5.0,8.0,9.0,48.0,2022-03-08 14:43:59.000,0.3.2,9.0,7.0,19,False,4.0,mkdocs-git-revision-date-plugin,,['mkdocs'],881.0,858.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,2022-03-08 14:42:31.000,32866.0,32866.0,,,,3.0,23.0,,,,,,,,,,,,,,,,,,,,
235,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,,33.0,2.0,45.0,80.0,46.0,2022-03-07 18:48:43.000,0.16.1,26.0,23.0,19,False,17.0,pytkdocs,conda-forge/pytkdocs,,8.0,,https://pypi.org/project/pytkdocs,2022-03-07 18:48:43.000,101898.0,104521.0,https://anaconda.org/conda-forge/pytkdocs,2022-03-08 15:08:30.099,70841.0,3.0,8.0,,,,,,,,,,,,,,,,,,,,
236,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 19:14:28.000,2021-12-15 15:44:18.935,2019-11-25 09:19:00,242.0,,120.0,67.0,29.0,15.0,2171.0,2021-12-15 15:44:45.608,0.1.0,23.0,18.0,18,False,7.0,fake2db,,,23.0,22.0,https://pypi.org/project/fake2db,2018-02-09 15:43:23.000,198.0,198.0,,,,3.0,1.0,,,,,,,,,,,,,,,,,,,,
237,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,,40.0,13.0,6.0,9.0,741.0,2018-12-06 03:59:34.000,0.0.6,6.0,5.0,18,False,5.0,py-heat,,,54.0,48.0,https://pypi.org/project/py-heat,2018-12-06 03:59:34.000,1994.0,1994.0,,,,3.0,6.0,,,,,,,,,,,,,,,,,,,,
238,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,,25.0,14.0,24.0,40.0,374.0,2019-05-10 19:21:38.000,0.0.19,18.0,3.0,18,False,2.0,vex,,,36.0,26.0,https://pypi.org/project/vex,2019-05-10 19:21:38.000,444.0,444.0,,,,3.0,10.0,,,,,,,,,,,,,,,,,,,,
239,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,,18.0,11.0,10.0,13.0,155.0,2018-06-24 06:23:48.000,0.8.2,7.0,10.0,18,False,6.0,pynt,,,115.0,87.0,https://pypi.org/project/pynt,2018-06-24 06:23:48.000,14395.0,14395.0,,,,3.0,28.0,,,,,,,,,,,,,,,,,,,,
240,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 16:59:41.000,2022-11-19 14:50:00.000,2022-11-19 14:50:00,127.0,1.0,12.0,5.0,62.0,70.0,139.0,2022-07-28 16:34:01.302,0.19.3,36.0,11.0,18,True,34.0,flake8-simplify,conda-forge/flake8-simplify,,41.0,,https://pypi.org/project/flake8-simplify,2022-03-29 09:52:25.000,317401.0,318207.0,https://anaconda.org/conda-forge/flake8-simplify,2022-07-29 02:33:31.286,20151.0,3.0,41.0,,,,,,,,,,,,,,,,,,,,
241,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,,7.0,7.0,6.0,3.0,89.0,2014-09-07 13:57:37.000,0.5.7,23.0,3.0,18,False,4.0,pyformat,,,230.0,205.0,https://pypi.org/project/pyformat,2017-01-04 02:31:11.000,9508.0,9508.0,,,,3.0,25.0,,,,,,,,,,,,,,,,,,,,
242,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 19:03:43.000,2023-01-03 15:31:24.000,2023-01-03 15:31:24,422.0,3.0,173.0,43.0,153.0,171.0,1550.0,,,,60.0,17,True,30.0,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,,,
243,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 15:30:06.000,2022-11-28 16:00:12.815,2022-11-28 10:39:26,113.0,4.0,31.0,8.0,72.0,38.0,644.0,2022-11-28 11:06:21.000,0.10.0,14.0,10.0,17,True,9.0,python-devtools,conda-forge/python-devtools,,1.0,,https://pypi.org/project/python-devtools,2017-08-21 10:32:25.000,421.0,938.0,https://anaconda.org/conda-forge/python-devtools,2022-11-28 16:00:12.815,10868.0,3.0,1.0,,,,,,,,,,,,,,,,,,,,
244,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,,36.0,7.0,67.0,26.0,221.0,2022-02-20 06:09:19.000,2.0.0,10.0,17.0,17,True,20.0,imhotep,,,16.0,11.0,https://pypi.org/project/imhotep,2022-02-20 06:09:19.000,28.0,28.0,,,,3.0,5.0,,,,,,,,,,,,,,,,,,,,
245,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,,6.0,3.0,39.0,22.0,38.0,2021-02-11 10:24:35.000,0.4.0,6.0,5.0,17,False,3.0,mkdocs-versioning,,['mkdocs'],49.0,49.0,https://pypi.org/project/mkdocs-versioning,2021-02-11 10:24:35.000,1611.0,1611.0,,,,3.0,,,,,,,,,,,,,,,,,,,,,
246,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,,12.0,4.0,18.0,13.0,366.0,2018-12-14 18:07:29.000,0.3.1,12.0,12.0,16,False,7.0,tbvaccine,,,10.0,10.0,https://pypi.org/project/tbvaccine,2018-12-14 18:07:29.000,2135.0,2135.0,,,,3.0,,,,,,,,,,,,,,,,,,,,,
247,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,,13.0,4.0,21.0,6.0,251.0,2020-11-27 21:20:22.000,0.3.1,11.0,5.0,16,False,8.0,bellybutton,,,32.0,31.0,https://pypi.org/project/bellybutton,2020-11-27 21:20:22.000,3152.0,3152.0,,,,3.0,1.0,,,,,,,,,,,,,,,,,,,,
248,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,,4.0,8.0,62.0,24.0,68.0,2019-06-12 11:59:29.000,2.3.1,23.0,3.0,16,False,5.0,pytest-play,,['pytest'],31.0,21.0,https://pypi.org/project/pytest-play,2019-06-12 11:59:29.000,229.0,229.0,,,,3.0,10.0,,,,,,,,,,,,,,,,,,,,
249,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 22:43:09.000,2023-01-09 14:08:19.000,2022-11-25 19:53:21,524.0,8.0,20.0,2.0,199.0,30.0,64.0,2022-11-14 20:45:36.155,1.3.2,38.0,13.0,16,True,5.0,autoimport,,,3.0,,https://pypi.org/project/autoimport,2022-02-16 17:35:44.000,6974.0,6974.0,,,,3.0,3.0,,,,,,,,,,,,,,,,,,,,
250,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 03:48:07.000,2023-01-04 23:47:50.000,2023-01-04 23:47:50,142.0,2.0,375.0,74.0,57.0,71.0,3533.0,,,,37.0,15,True,5.0,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,,,
251,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,,19.0,5.0,6.0,2.0,315.0,2017-02-13 18:07:58.000,0.0.8,8.0,2.0,15,False,15.0,pycycle,,,72.0,65.0,https://pypi.org/project/pycycle,2017-02-13 18:07:58.000,3447.0,3447.0,,,,3.0,7.0,,,,,,,,,,,,,,,,,,,,
252,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,,17.0,4.0,28.0,15.0,131.0,2022-08-14 07:10:00.969,22.8.0,12.0,9.0,15,True,,retype,conda-forge/retype,,18.0,,https://pypi.org/project/retype,2021-12-29 00:30:49.000,537.0,882.0,https://anaconda.org/conda-forge/retype,2022-08-15 09:53:04.970,20707.0,3.0,18.0,,,,,,,,,,,,,,,,,,,,
253,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 07:17:02.000,2022-07-19 17:05:39.000,2022-07-19 17:05:39,38.0,,9.0,5.0,28.0,18.0,127.0,2021-08-21 09:01:26.000,0.3.0,3.0,5.0,15,True,7.0,com2ann,,,32.0,31.0,https://pypi.org/project/com2ann,2021-08-21 09:01:26.000,6136.0,6136.0,,,,3.0,1.0,,,,,,,,,,,,,,,,,,,,
254,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,,12.0,5.0,7.0,12.0,117.0,2014-10-24 20:36:57.000,0.0.13,13.0,6.0,15,False,6.0,pep8ify,,,58.0,39.0,https://pypi.org/project/pep8ify,2014-10-24 20:36:57.000,107.0,107.0,,,,3.0,19.0,,,,,,,,,,,,,,,,,,,,
255,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,,15.0,6.0,7.0,5.0,106.0,2020-12-23 02:19:02.000,0.69.1,15.0,8.0,15,False,3.0,massedit,,,6.0,,https://pypi.org/project/massedit,2020-12-23 02:12:33.000,2957.0,2957.0,,,,3.0,6.0,,17.0,,,,,,,,,,,,,,,,,,
256,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,,8.0,4.0,34.0,3.0,19.0,2021-11-17 16:59:34.000,0.6.18,40.0,5.0,15,True,,universal-build,,,16.0,11.0,https://pypi.org/project/universal-build,2020-12-12 13:21:08.000,168.0,168.0,,,,3.0,5.0,,16.0,,,,,,,,,,,,,,,,,,
257,yala,cemsbr/yala,linters,Yet Another Linter Aggregator.,,https://github.com/cemsbr/yala,https://github.com/cemsbr/yala,MIT,2017-06-02 22:45:50.000,2022-12-27 16:16:29.000,2021-11-15 05:05:03,193.0,,5.0,2.0,135.0,11.0,13.0,2021-11-15 05:07:43.000,3.1.0,28.0,4.0,15,False,1.0,yala,,"['flake8', 'pylint']",57.0,47.0,https://pypi.org/project/yala,2021-11-15 05:05:38.000,754.0,754.0,,,,3.0,10.0,,,,,,,,,,,,,,,,,,,,
258,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 21:38:32.000,2023-01-25 19:03:51.000,2022-11-06 20:48:39,188.0,3.0,3.0,1.0,137.0,3.0,153.0,2022-11-06 21:28:09.190,3.0.2,43.0,3.0,14,True,1.0,freshenv,raiyanyahya/freshenv,,,,https://pypi.org/project/freshenv,2022-05-25 20:24:40.000,93.0,93.0,https://anaconda.org/raiyanyahya/freshenv,,,3.0,,,,,,,,,,,,,,,,,,,,,
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 19:23:19,95.0,2.0,67.0,20.0,75.0,30.0,552.0,2019-05-14 20:14:05.000,2.0.0,5.0,16.0,13,True,33.0,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,,,
260,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 21:09:32.000,2021-11-09 19:51:22.570,2019-08-05 17:14:01,78.0,,3.0,9.0,1.0,11.0,180.0,2019-07-10 16:08:05.000,1.0.0,9.0,2.0,13,False,4.0,cohesion,conda-forge/cohesion,,7.0,,https://pypi.org/project/cohesion,2019-07-10 16:08:05.000,2661.0,2731.0,https://anaconda.org/conda-forge/cohesion,2021-11-09 19:51:22.570,981.0,3.0,7.0,,,,,,,,,,,,,,,,,,,,
261,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,,12.0,4.0,21.0,10.0,132.0,2018-11-08 03:05:43.000,0.7.1,25.0,5.0,13,False,7.0,pipenv-pipes,,,,,https://pypi.org/project/pipenv-pipes,2018-11-08 03:05:43.000,101.0,101.0,,,,3.0,,,,,,,,,,,,,,,,,,,,,
262,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,,166.0,77.0,4.0,15.0,2463.0,,,,3.0,12,False,10.0,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,,,
263,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 02:37:26.000,2022-12-13 04:09:03.000,2022-12-13 04:09:02,54.0,1.0,21.0,20.0,61.0,1.0,185.0,2018-12-12 19:47:05.000,0.7.0,10.0,18.0,11,True,8.0,linty-fresh,,"['flake8', 'mypy']",,,https://pypi.org/project/linty-fresh,2018-12-12 19:47:05.000,18.0,18.0,,,,3.0,,,,,,,,,,,,,,,,,,,,,
264,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 04:45:03.000,2022-10-18 21:21:43.000,2021-06-09 04:33:22,279.0,,2.0,3.0,4.0,,30.0,2021-06-09 04:34:00.000,0.1.5,17.0,1.0,10,False,5.0,pyship,,,,,https://pypi.org/project/pyship,2021-06-09 04:34:00.000,45.0,45.0,,,,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 closed_issue_count star_count latest_stable_release_published_at latest_stable_release_number release_count contributor_count projectrank show open_issue_count pypi_id conda_id labels dependent_project_count github_dependent_project_count pypi_url pypi_latest_release_published_at pypi_monthly_downloads monthly_downloads conda_url conda_latest_release_published_at conda_total_downloads projectrank_placing pypi_dependent_project_count trending github_release_downloads dockerhub_id dockerhub_url dockerhub_latest_release_published_at dockerhub_stars dockerhub_pulls npm_id npm_url npm_latest_release_published_at npm_dependent_project_count npm_monthly_downloads cargo_id cargo_url cargo_latest_release_published_at cargo_dependent_project_count cargo_monthly_downloads cargo_total_downloads updated_github_id 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 2023-01-19 17:35:05.000 2023-01-19 17:35:03 196.0 22.0 135.0 52.0 122.0 2.0 1791.0 2023-01-19 17:35:11.000 2023.01.19 73.0 9.0 0 True
3 1 best-of-mkdocs pawamoy/best-of-mkdocs documentation Collection of MkDocs projects and plugins. True https://github.com/pawamoy/best-of-mkdocs https://github.com/pawamoy/best-of-mkdocs CC-BY-SA-4.0 2022-04-17 07:48:22.000 2023-01-19 19:07:05.000 2023-01-19 19:07:05 138.0 12.0 3.0 5.0 59.0 2.0 126.0 2023-01-19 19:07:15.000 2023.01.19 44.0 4.0 0 True 1.0
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 2023-01-24 10:30:55.000 2023-01-24 10:07:42 14856.0 87.0 2229.0 194.0 4899.0 4381.0 9723.0 2023-01-14 12:19:00.550 7.2.1 157.0 849.0 47 True 833.0 pytest conda-forge/pytest ['pytest'] 683138.0 683138.0 https://pypi.org/project/pytest 2022-10-25 07:58:10.000 46182206.0 46412715.0 https://anaconda.org/conda-forge/pytest 2023-01-14 20:10:41.940 17979745.0 1.0
7 5 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 2023-01-26 06:32:41.000 2023-01-22 12:59:09 13517.0 130.0 2817.0 307.0 5086.0 5741.0 8491.0 2022-11-05 15:58:21.647 22.3.1 126.0 712.0 46 True 987.0 pip conda-forge/pip 124076.0 113398.0 https://pypi.org/project/pip 2022-05-31 11:19:58.000 105155923.0 105976522.0 https://anaconda.org/conda-forge/pip 2022-11-05 19:03:00.168 64006792.0 1.0 10678.0
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 2023-01-26 08:29:37.000 2023-01-26 08:29:35 8211.0 225.0 1807.0 361.0 1638.0 3658.0 23576.0 2022-12-19 10:24:49.000 2022.12.19 348.0 455.0 45 True 230.0 pipenv conda-forge/pipenv 59898.0 58657.0 https://pypi.org/project/pipenv 2022-09-08 15:02:03.491 5299692.0 5301901.0 https://anaconda.org/conda-forge/pipenv 2022-12-19 20:02:53.055 86156.0 1.0 1241.0
9 7 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 2023-01-25 19:53:35.000 2023-01-23 14:27:58 13572.0 220.0 987.0 90.0 1347.0 1702.0 1916.0 2023-01-20 19:59:38.000 66.1.1 531.0 555.0 45 True 549.0 setuptools conda-forge/setuptools 294485.0 257926.0 https://pypi.org/project/setuptools 2022-11-24 06:11:23.022 191157102.0 192013541.0 https://anaconda.org/conda-forge/setuptools 2023-01-21 11:38:02.812 66802276.0 1.0 36559.0 1.0
10 8 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 2023-01-25 16:04:35.000 2023-01-24 13:43:24 1505.0 58.0 1949.0 230.0 1320.0 1834.0 31081.0 2022-12-09 15:59:15.665 22.12.0 44.0 358.0 44 True 371.0 black conda-forge/black 242214.0 234369.0 https://pypi.org/project/black 2022-06-28 00:39:54.000 15278945.0 15387358.0 https://anaconda.org/conda-forge/black 2023-01-12 16:43:47.103 6039175.0 1.0 7845.0 26297.0
11 9 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 2023-01-26 04:25:03.000 2023-01-24 17:46:17 10920.0 206.0 2407.0 225.0 5878.0 6329.0 14698.0 98.0 627.0 44 True 2382.0 mypy conda-forge/mypy 122740.0 116462.0 https://pypi.org/project/mypy 2022-10-03 14:22:39.864 11797711.0 11839289.0 https://anaconda.org/conda-forge/mypy 2023-01-12 17:53:33.040 2577868.0 1.0 6278.0
12 10 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 2023-01-24 13:55:12.000 2023-01-24 13:55:11 5871.0 28.0 1289.0 240.0 597.0 1372.0 9018.0 2022-11-07 18:47:02.742 5.9.4 88.0 191.0 44 True 239.0 psutil conda-forge/psutil 265392.0 249444.0 https://pypi.org/project/psutil 2022-09-04 20:17:41.866 60067750.0 60296898.0 https://anaconda.org/conda-forge/psutil 2022-11-08 06:03:33.939 18561039.0 1.0 15948.0
13 11 sphinx sphinx-doc/sphinx documentation The Sphinx documentation generator. https://github.com/sphinx-doc/sphinx https://github.com/sphinx-doc/sphinx BSD-3-Clause 2015-01-02 10:53:28.000 2023-01-25 09:29:42.000 2023-01-24 13:45:46 19887.0 144.0 1840.0 142.0 4799.0 5253.0 5152.0 2023-01-10 18:23:33.461 6.1.3 181.0 769.0 43 True 1148.0 sphinx conda-forge/sphinx ['sphinx'] 307429.0 247480.0 https://pypi.org/project/sphinx 2022-06-02 18:12:32.000 10046168.0 10135311.0 https://anaconda.org/conda-forge/sphinx 2023-01-12 15:29:33.921 6864040.0 1.0 59949.0
14 12 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 2023-01-25 20:43:22.000 2023-01-23 19:25:02 3648.0 79.0 1477.0 540.0 891.0 941.0 41756.0 2023-01-19 15:07:26.000 13.2.0 175.0 203.0 42 True 103.0 rich conda-forge/rich 51342.0 49223.0 https://pypi.org/project/rich 2022-05-24 06:40:55.000 17435285.0 17528673.0 https://anaconda.org/conda-forge/rich 2023-01-20 18:09:04.476 2801667.0 1.0 2119.0
15 13 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 2023-01-25 23:26:12.000 2022-09-03 10:56:22 1928.0 1170.0 206.0 499.0 560.0 23839.0 2022-09-03 18:04:55.000 4.64.1 130.0 112.0 42 True 376.0 tqdm conda-forge/tqdm 404032.0 381603.0 https://pypi.org/project/tqdm 2022-04-04 01:48:46.000 44954266.0 45165611.0 https://anaconda.org/conda-forge/tqdm 2022-09-03 14:17:41.115 16682134.0 1.0 22429.0 10533.0 tqdm/tqdm https://hub.docker.com/r/tqdm/tqdm 2022-11-12 01:50:51.768311 2.0 4066.0
16 14 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 2023-01-26 13:46:14.000 2023-01-25 08:43:32 4904.0 297.0 2729.0 110.0 2160.0 1677.0 12529.0 2023-01-19 20:39:00.951 9.0.6 297.0 183.0 42 True 12.0 mkdocs-material conda-forge/mkdocs-material ['mkdocs'] 20994.0 20994.0 https://pypi.org/project/mkdocs-material 2022-11-08 14:44:39.000 1694041.0 1698547.0 https://anaconda.org/conda-forge/mkdocs-material 2023-01-19 23:37:38.449 198280.0 1.0
17 15 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 2023-01-25 00:08:43.000 2023-01-25 00:08:42 8648.0 117.0 1852.0 234.0 2100.0 4492.0 9971.0 2022-12-04 15:08:42.000 5.7.0 47.0 446.0 42 True 270.0 pyinstaller conda-forge/pyinstaller 35026.0 34838.0 https://pypi.org/project/pyinstaller 2022-05-17 18:32:22.000 834585.0 846195.0 https://anaconda.org/conda-forge/pyinstaller 2022-12-13 12:32:51.658 393905.0 1.0 188.0 734728.0
18 16 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 2023-01-21 20:40:21.000 2023-01-21 20:40:21 2355.0 47.0 261.0 33.0 298.0 1465.0 2601.0 2022-11-23 19:29:25.198 6.0.0 87.0 172.0 42 True 25.0 flake8 conda-forge/flake8 376735.0 334844.0 https://pypi.org/project/flake8 2021-10-11 12:42:47.000 18860272.0 18929573.0 https://anaconda.org/conda-forge/flake8 2022-11-25 17:20:29.044 5474823.0 1.0 41891.0
19 17 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 2023-01-25 08:35:15.000 2023-01-18 17:34:13 13820.0 57.0 2070.0 479.0 616.0 3767.0 7716.0 2023-01-09 21:14:31.299 6.0.2 97.0 172.0 41 True 284.0 robotframework conda-forge/robotframework 7732.0 6684.0 https://pypi.org/project/robotframework 2022-05-16 07:56:15.000 1456475.0 1458294.0 https://anaconda.org/conda-forge/robotframework 2023-01-12 19:48:17.751 108846.0 1.0 1048.0 539.0
20 18 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 MPL-2.0 2013-03-10 13:51:19.000 2023-01-26 13:13:22.000 2023-01-26 13:13:09 12654.0 149.0 544.0 67.0 2203.0 1307.0 6476.0 2023-01-24 10:50:56.932 6.65.0 1015.0 299.0 41 True 49.0 hypothesis conda-forge/hypothesis 17821.0 15849.0 https://pypi.org/project/hypothesis 2022-07-05 05:13:25.000 3665155.0 3755720.0 https://anaconda.org/conda-forge/hypothesis 2023-01-24 14:47:38.891 7064083.0 1.0 1972.0
21 19 jedi davidhalter/jedi refactoring Awesome autocompletion, static analysis and refactoring library for python. https://github.com/davidhalter/jedi https://github.com/davidhalter/jedi MIT 2012-02-19 23:12:30.000 2023-01-10 19:57:58.000 2023-01-10 19:57:58 8327.0 33.0 480.0 112.0 565.0 1288.0 5323.0 2022-11-21 22:34:01.796 0.18.2 32.0 157.0 41 True 48.0 jedi conda-forge/jedi 273763.0 265455.0 https://pypi.org/project/jedi 2021-11-17 00:47:47.000 16107673.0 16291449.0 https://anaconda.org/conda-forge/jedi 2022-11-22 16:27:48.875 13783235.0 1.0 8308.0
22 20 pylint PyCQA/pylint linters Its not just a linter that annoys you!. https://github.com/PyCQA/pylint https://github.com/PyCQA/pylint GPL-2.0 2015-12-09 05:40:02.000 2023-01-26 12:36:13.000 2023-01-26 11:40:51 8251.0 295.0 956.0 73.0 3396.0 4063.0 4456.0 2023-01-22 14:40:16.000 2.16.0b1 162.0 508.0 41 True 690.0 pylint conda-forge/pylint 325118.0 303841.0 https://pypi.org/project/pylint 2022-06-29 13:48:28.000 11860737.0 11907733.0 https://anaconda.org/conda-forge/pylint 2023-01-09 20:11:48.899 3618699.0 1.0 21277.0
23 21 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 2023-01-20 18:10:41.000 2023-01-13 17:50:03 631.0 34.0 970.0 160.0 1202.0 1182.0 4368.0 2022-12-05 22:47:06.493 20.17.1 197.0 241.0 41 True 76.0 virtualenv conda-forge/virtualenv 229686.0 211930.0 https://pypi.org/project/virtualenv 2022-07-27 21:53:47.000 38380385.0 38428954.0 https://anaconda.org/conda-forge/virtualenv 2022-12-10 21:22:07.054 3399890.0 2.0 17756.0
24 22 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 2023-01-26 11:34:02.000 2023-01-26 11:34:02 539.0 216.0 459.0 41.0 1245.0 1486.0 3153.0 2023-01-25 23:02:01.177 4.4.2 181.0 268.0 41 True 70.0 tox conda-forge/tox ['pytest'] 90131.0 69240.0 https://pypi.org/project/tox 2022-06-29 23:24:55.000 13257102.0 13266763.0 https://anaconda.org/conda-forge/tox 2023-01-18 22:31:34.228 618327.0 1.0 20891.0
25 23 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 2023-01-19 13:38:50.000 2022-11-06 23:57:33 1821.0 7.0 2158.0 232.0 1102.0 1647.0 15745.0 2022-11-01 18:34:14.000 1.4.2 55.0 225.0 40 True 133.0 mkdocs conda-forge/mkdocs ['mkdocs'] 33884.0 30135.0 https://pypi.org/project/mkdocs 2022-03-26 19:53:18.000 1156724.0 1159479.0 https://anaconda.org/conda-forge/mkdocs 2022-11-12 09:58:55.579 223189.0 1.0 3749.0
26 24 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 2023-01-25 22:23:14.000 2023-01-25 22:23:13 2403.0 113.0 698.0 87.0 1017.0 1654.0 9612.0 2023-01-24 01:44:45.000 3.0.0 171.0 147.0 40 True 23.0 pre-commit conda-forge/pre-commit 76303.0 72856.0 https://pypi.org/project/pre-commit 2022-05-05 13:55:13.000 7117053.0 7179160.0 https://anaconda.org/conda-forge/pre-commit 2023-01-24 11:29:44.131 2368779.0 1.0 3447.0 277273.0
27 25 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 2023-01-26 05:36:38.000 2023-01-26 05:36:38 4038.0 124.0 505.0 44.0 902.0 1048.0 5500.0 2022-12-21 21:06:15.253 5.11.4 140.0 276.0 40 True 132.0 isort conda-forge/isort 323840.0 308721.0 https://pypi.org/project/isort 2021-11-09 05:42:44.000 23980493.0 24034224.0 https://anaconda.org/conda-forge/isort 2023-01-17 22:06:35.824 4191044.0 2.0 15119.0
28 26 conda conda/conda dependency-managers OS-agnostic, system-level binary package manager and ecosystem. https://github.com/conda/conda https://github.com/conda/conda BSD-3-Clause 2012-10-15 22:08:03.000 2023-01-26 14:02:09.000 2023-01-25 12:53:20 16176.0 82.0 1289.0 196.0 3423.0 7904.0 5117.0 2023-01-18 22:30:15.000 23.1.0 100.0 412.0 40 True 1016.0 conda conda-forge/conda 1090.0 https://pypi.org/project/conda 2017-04-22 23:38:35.000 93263.0 569851.0 https://anaconda.org/conda-forge/conda 2022-12-07 23:51:39.020 36697345.0 1.0 1090.0
29 27 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 2023-01-26 12:17:39.000 2023-01-24 06:17:24 2729.0 96.0 1885.0 185.0 2228.0 4113.0 23423.0 2023-01-10 18:28:25.700 1.3.2 157.0 430.0 39 True 664.0 poetry conda-forge/poetry 155.0 https://pypi.org/project/poetry 2022-08-31 03:48:14.633 9890083.0 10165902.0 https://anaconda.org/conda-forge/poetry 2023-01-11 10:44:45.091 749542.0 2.0 155.0 14867301.0
30 28 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 BSD-2-Clause 2018-06-18 22:51:10.000 2023-01-25 17:06:18.000 2023-01-25 15:41:14 1624.0 70.0 341.0 60.0 1038.0 639.0 1413.0 2023-01-23 10:15:50.376 1.14.0 172.0 160.0 39 True 180.0 sentry-sdk conda-forge/sentry-sdk 28439.0 28439.0 https://pypi.org/project/sentry-sdk 2022-10-21 14:39:28.000 16965411.0 16971985.0 https://anaconda.org/conda-forge/sentry-sdk 2023-01-23 15:31:02.897 324443.0 1.0 3727.0
31 29 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 2023-01-05 10:21:31.000 2022-12-13 06:27:57 1353.0 26.0 688.0 119.0 449.0 591.0 4757.0 2022-11-23 18:29:05.901 2.10.0 16.0 131.0 38 True 115.0 pycodestyle conda-forge/pycodestyle 307082.0 295721.0 https://pypi.org/project/pycodestyle 2021-10-11 00:56:25.000 26090240.0 26161922.0 https://anaconda.org/conda-forge/pycodestyle 2022-11-24 16:23:10.571 5662930.0 1.0 11361.0
32 30 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 2023-01-24 14:51:11.000 2023-01-18 19:14:31 1442.0 20.0 1701.0 161.0 655.0 583.0 4286.0 2022-11-04 19:24:09.941 1.1.1 40.0 113.0 38 True 218.0 sphinx_rtd_theme conda-forge/sphinx_rtd_theme ['sphinx'] 6054.0 16.0 https://pypi.org/project/sphinx_rtd_theme 2022-10-13 20:24:36.386 4059971.0 4099786.0 https://anaconda.org/conda-forge/sphinx_rtd_theme 2022-12-12 17:56:57.173 3065818.0 2.0 6038.0
33 31 packaging pypa/packaging packaging Core utilities for Python packages. https://github.com/pypa/packaging https://github.com/pypa/packaging Apache-2.0 2014-05-15 22:49:43.000 2023-01-25 23:46:25.000 2023-01-25 23:46:25 632.0 50.0 212.0 25.0 367.0 240.0 457.0 2023-01-08 18:19:14.000 23.0 41.0 86.0 38 True 73.0 packaging conda-forge/packaging 592385.0 574883.0 https://pypi.org/project/packaging 2021-11-18 00:39:10.000 129547785.0 129865669.0 https://anaconda.org/conda-forge/packaging 2023-01-12 00:11:49.688 25111598.0 1.0 17502.0 657.0
34 32 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 2023-01-25 09:41:56.000 2023-01-25 07:28:59 4574.0 102.0 1354.0 493.0 585.0 1361.0 22181.0 2023-01-14 15:00:47.000 3.3.1 92.0 168.0 37 True 244.0 glances conda-forge/glances 626.0 576.0 https://pypi.org/project/glances 2022-05-26 08:29:00.000 424192.0 426418.0 https://anaconda.org/conda-forge/glances 2023-01-17 20:09:23.663 181871.0 1.0 50.0 865.0
35 33 Nuitka Nuitka/Nuitka packaging Nuitka is a Python compiler written in Python. Its fully compatible with Python 2.6, 2.7, 3.3, 3.4, 3.5, 3.6, 3.7,.. https://github.com/Nuitka/Nuitka https://github.com/Nuitka/Nuitka Apache-2.0 2013-04-23 15:40:33.000 2023-01-26 14:28:24.000 2023-01-26 14:24:17 10398.0 412.0 437.0 131.0 283.0 1455.0 8166.0 2023-01-11 11:08:03.758 1.3.7 233.0 130.0 37 True 229.0 nuitka conda-forge/nuitka 879.0 842.0 https://pypi.org/project/nuitka 2022-06-30 07:52:49.000 53775.0 59206.0 https://anaconda.org/conda-forge/nuitka 2023-01-19 13:37:26.542 439957.0 2.0 37.0
36 34 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 2023-01-21 14:48:34.000 2022-12-28 17:10:08 1858.0 65.0 557.0 104.0 870.0 787.0 6567.0 2022-12-17 18:13:03.703 6.12.1 109.0 187.0 37 True 124.0 pip-tools conda-forge/pip-tools 1867.0 https://pypi.org/project/pip-tools 2022-06-30 09:26:49.000 7853315.0 7855409.0 https://anaconda.org/conda-forge/pip-tools 2023-01-21 08:42:23.903 69134.0 2.0 1867.0
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 2022-12-16 10:58:26.000 2022-12-15 14:53:41 2808.0 17.0 279.0 66.0 216.0 349.0 4245.0 2022-12-15 15:08:07.499 2.0.1 72.0 57.0 37 True 104.0 autopep8 conda-forge/autopep8 159370.0 153685.0 https://pypi.org/project/autopep8 2021-10-24 06:47:35.000 2672940.0 2685211.0 https://anaconda.org/conda-forge/autopep8 2022-12-15 20:52:01.166 969486.0 2.0 5685.0
38 36 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 2023-01-26 04:34:21.000 2023-01-16 22:23:52 3609.0 41.0 338.0 97.0 228.0 388.0 3814.0 2023-01-16 22:26:01.797 2.0.0 59.0 58.0 37 True 345.0 invoke conda-forge/invoke 17886.0 15257.0 https://pypi.org/project/invoke 2022-05-11 16:04:49.000 3789985.0 3800748.0 https://anaconda.org/conda-forge/invoke 2023-01-22 15:15:07.411 871808.0 1.0 2629.0
39 37 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 2023-01-26 08:48:38.000 2023-01-26 08:48:38 3111.0 441.0 165.0 25.0 325.0 212.0 1518.0 2023-01-17 02:39:01.107 1.7.0 80.0 78.0 37 True 76.0 rope conda-forge/rope 50263.0 48661.0 https://pypi.org/project/rope 2022-06-22 07:57:01.000 579910.0 594227.0 https://anaconda.org/conda-forge/rope 2022-12-15 18:15:14.516 987933.0 1.0 1602.0
40 38 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 2023-01-24 05:31:14.000 2023-01-11 00:53:33 1074.0 30.0 287.0 33.0 526.0 402.0 1361.0 2022-12-01 01:51:31.000 4.0.2 51.0 113.0 37 True 45.0 twine conda-forge/twine 90970.0 78292.0 https://pypi.org/project/twine 2022-06-01 11:02:29.000 3515432.0 3524036.0 https://anaconda.org/conda-forge/twine 2022-12-01 12:45:16.522 662542.0 1.0 12678.0
41 39 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 2023-01-12 16:26:29.000 2023-01-12 16:26:28 554.0 13.0 169.0 27.0 287.0 439.0 1226.0 2022-11-24 16:55:02.246 3.0.1 36.0 84.0 37 True 56.0 pyflakes conda-forge/pyflakes 203326.0 189687.0 https://pypi.org/project/pyflakes 2021-10-06 20:39:49.000 17389738.0 17458723.0 https://anaconda.org/conda-forge/pyflakes 2022-11-24 20:00:59.834 5449837.0 1.0 13639.0
42 40 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 2023-01-20 08:28:26.000 2023-01-20 08:28:26 687.0 26.0 573.0 119.0 96.0 625.0 13934.0 2022-01-29 13:50:01.000 0.6.0 18.0 42.0 36 True 69.0 loguru conda-forge/loguru 38827.0 37118.0 https://pypi.org/project/loguru 2020-09-20 07:54:28.000 3670173.0 3689339.0 https://anaconda.org/conda-forge/loguru 2022-10-26 21:41:01.021 900816.0 2.0 1709.0
43 41 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 2023-01-26 04:36:44.000 2023-01-26 00:30:55 5701.0 297.0 729.0 86.0 490.0 3601.0 9603.0 2023-01-25 02:28:57.000 1.1.291 375.0 86.0 36 True 11.0 445.0 436.0 334772.0 2.0 pyright https://www.npmjs.com/package/pyright 2023-01-25 02:23:36.376 9.0 334772.0
44 42 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 2023-01-26 00:52:22.000 2023-01-11 11:25:49 23412.0 359.0 1619.0 203.0 5269.0 793.0 4977.0 2022-12-04 12:01:05.939 3.7.0 121.0 832.0 36 True 667.0 buildbot conda-forge/buildbot 770.0 313.0 https://pypi.org/project/buildbot 2022-03-06 14:20:53.000 30335.0 32584.0 https://anaconda.org/conda-forge/buildbot 2022-12-04 16:31:50.847 72375.0 2.0 457.0 29076.0
45 43 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 2023-01-25 14:31:05.000 2023-01-04 05:26:36 1209.0 2.0 858.0 217.0 275.0 401.0 13012.0 2020-04-23 19:07:36.000 0.30.0 68.0 139.0 35 True 366.0 yapf conda-forge/yapf 50168.0 48079.0 https://pypi.org/project/yapf 2021-12-26 07:48:00.000 2357416.0 2373520.0 https://anaconda.org/conda-forge/yapf 2022-01-06 16:55:17.692 1272278.0 3.0 2089.0
46 44 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 2022-12-11 10:54:44.000 2022-12-03 16:10:49 908.0 2.0 189.0 34.0 229.0 229.0 1376.0 2022-09-28 18:41:46.166 4.0.0 44.0 81.0 35 True 126.0 pytest-cov conda-forge/pytest-cov ['pytest'] 199207.0 169532.0 https://pypi.org/project/pytest-cov 2021-10-04 01:48:57.000 15508808.0 15597825.0 https://anaconda.org/conda-forge/pytest-cov 2022-09-29 00:56:23.882 7299444.0 1.0 29675.0 -1.0
47 45 alabaster bitprophet/alabaster documentation Lightweight, configurable Sphinx theme. Now the Sphinx default!. https://github.com/bitprophet/alabaster https://github.com/bitprophet/alabaster BSD-3-Clause 2013-12-07 00:03:15.000 2023-01-16 22:34:10.000 2023-01-16 22:34:07 373.0 19.0 181.0 21.0 84.0 54.0 676.0 2023-01-13 06:44:02.021 0.7.13 26.0 30.0 35 True 60.0 alabaster conda-forge/alabaster ['sphinx'] 90984.0 83305.0 https://pypi.org/project/alabaster 2018-10-03 01:39:17.000 5736591.0 5805417.0 https://anaconda.org/conda-forge/alabaster 2023-01-13 21:36:23.432 5368463.0 2.0 7679.0
48 46 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 2023-01-23 22:12:07.000 2023-01-23 22:12:00 830.0 23.0 124.0 26.0 145.0 324.0 378.0 2022-11-09 20:45:23.777 0.38.4 71.0 68.0 35 True 39.0 wheel conda-forge/wheel 35357.0 https://pypi.org/project/wheel 2022-11-09 20:45:23.777 127320898.0 127993445.0 https://anaconda.org/conda-forge/wheel 2022-11-10 03:42:20.427 52458666.0 2.0 35357.0
49 47 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 2023-01-07 18:07:38.000 2021-09-14 17:41:07 402.0 985.0 176.0 144.0 217.0 7629.0 2021-07-07 17:05:04.000 0.9.53 50.0 51.0 34 False 425.0 pyautogui conda-forge/pyautogui 20785.0 20174.0 https://pypi.org/project/pyautogui 2021-07-07 17:05:04.000 541199.0 544083.0 https://anaconda.org/conda-forge/pyautogui 2022-09-10 02:31:57.039 178865.0 2.0 611.0
50 48 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 2023-01-26 03:19:36.000 2023-01-26 03:17:49 13482.0 565.0 399.0 109.0 338.0 231.0 6208.0 2022-11-08 21:43:56.374 0.9.17 75.0 231.0 34 True 125.0 pyre-check 33.0 https://pypi.org/project/pyre-check 2022-06-30 15:56:01.000 120140.0 120140.0 2.0 33.0
51 49 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 2023-01-09 22:21:11.000 2023-01-04 15:49:35 1290.0 1.0 486.0 61.0 352.0 438.0 4822.0 2022-03-04 07:43:44.000 1.7.4 35.0 160.0 34 True 183.0 bandit conda-forge/bandit 28918.0 27384.0 https://pypi.org/project/bandit 2022-03-04 07:43:44.000 2590416.0 2595019.0 https://anaconda.org/conda-forge/bandit 2022-10-29 14:12:14.100 202065.0 1.0 1534.0 589.0
52 50 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 2022-11-27 04:07:20.000 2022-08-12 12:22:25 568.0 235.0 32.0 214.0 173.0 3547.0 2022-08-12 12:25:03.405 1.2.2 59.0 106.0 34 True 109.0 freezegun conda-forge/freezegun 4479.0 https://pypi.org/project/freezegun 2022-03-18 09:06:37.000 5233026.0 5241119.0 https://anaconda.org/conda-forge/freezegun 2022-08-12 15:46:56.359 663662.0 2.0 4479.0
53 51 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 2023-01-17 03:28:13.000 2023-01-12 08:47:23 1293.0 48.0 171.0 30.0 229.0 233.0 2371.0 2022-11-24 07:49:29.000 22.3.0 30.0 94.0 34 False 23.0 structlog conda-forge/structlog 6954.0 6015.0 https://pypi.org/project/structlog 2021-12-16 12:48:09.000 3081390.0 3084844.0 https://anaconda.org/conda-forge/structlog 2022-07-28 13:23:10.469 269471.0 2.0 939.0
54 52 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 2023-01-25 02:05:44.000 2023-01-02 10:33:42 2150.0 5.0 355.0 24.0 1524.0 953.0 2122.0 2022-09-27 22:22:25.120 0.17.0 55.0 180.0 34 True 99.0 wemake-python-styleguide 11263.0 11232.0 https://pypi.org/project/wemake-python-styleguide 2022-03-11 18:59:38.000 230826.0 230826.0 2.0 31.0
55 53 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 2023-01-25 21:40:27.000 2023-01-17 08:04:53 1340.0 40.0 160.0 34.0 240.0 295.0 1753.0 2023-01-10 19:32:09.781 1.8.4 120.0 86.0 34 True 46.0 prospector conda-forge/prospector 4303.0 3631.0 https://pypi.org/project/prospector 2022-03-18 13:16:26.000 605676.0 606385.0 https://anaconda.org/conda-forge/prospector 2022-03-10 06:36:03.674 54639.0 1.0 672.0
56 54 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 2023-01-24 22:06:57.000 2023-01-24 05:24:34 8512.0 137.0 281.0 60.0 940.0 2707.0 1614.0 2022-07-30 21:59:57.000 4.4.0 29.0 147.0 34 True 653.0 scons conda-forge/scons 48.0 https://pypi.org/project/scons 2021-11-17 16:05:13.000 545558.0 551075.0 https://anaconda.org/conda-forge/scons 2022-10-28 08:26:20.087 384677.0 2.0 48.0 1043.0
57 55 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 2023-01-16 00:19:22.000 2022-12-16 11:06:01 533.0 10.0 120.0 33.0 206.0 120.0 1515.0 2022-10-05 18:54:14.310 3.10.0 58.0 64.0 34 True 12.0 pytest-mock conda-forge/pytest-mock ['pytest'] 39457.0 35082.0 https://pypi.org/project/pytest-mock 2022-07-05 12:51:24.000 7553512.0 7577553.0 https://anaconda.org/conda-forge/pytest-mock 2022-10-06 14:14:09.423 1875210.0 2.0 4375.0
58 56 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 2023-01-25 20:05:30.000 2023-01-03 11:11:23 1008.0 72.0 187.0 53.0 308.0 188.0 1108.0 2022-11-09 16:51:21.000 6.1.1 95.0 53.0 34 True 122.0 pytest-bdd conda-forge/pytest-bdd ['pytest'] 2486.0 2315.0 https://pypi.org/project/pytest-bdd 2022-07-07 14:31:17.000 565413.0 566595.0 https://anaconda.org/conda-forge/pytest-bdd 2020-02-03 16:53:59.114 52031.0 2.0 171.0
59 57 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 2023-01-20 17:00:15.000 2023-01-19 23:01:41 1060.0 28.0 187.0 46.0 340.0 309.0 1067.0 2022-12-03 14:34:08.213 3.1.0 61.0 88.0 34 True 214.0 pytest-xdist conda-forge/pytest-xdist ['pytest'] 4683.0 https://pypi.org/project/pytest-xdist 2021-12-10 11:41:55.000 6807538.0 6859247.0 https://anaconda.org/conda-forge/pytest-xdist 2022-12-03 20:29:50.735 4033349.0 2.0 4683.0 -1.0
60 58 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 2023-01-23 14:40:59.000 2023-01-23 14:40:55 967.0 39.0 97.0 22.0 65.0 198.0 797.0 2022-10-26 13:49:10.642 4.2.0 103.0 42.0 34 True 9.0 progressbar2 conda-forge/progressbar2 26781.0 25269.0 https://pypi.org/project/progressbar2 2022-01-05 13:41:41.000 15403896.0 15413132.0 https://anaconda.org/conda-forge/progressbar2 2022-10-27 07:36:32.452 690809.0 2.0 1512.0 -1.0 1753.0
61 59 numpydoc numpy/numpydoc documentation Numpys Sphinx extensions. https://github.com/numpy/numpydoc https://github.com/numpy/numpydoc BSD-3-Clause 2013-07-24 16:23:39.000 2023-01-25 15:00:05.000 2023-01-24 21:55:44 543.0 2.0 7519.0 35.0 260.0 125.0 22000.0 2022-10-08 14:12:04.684 1.5.0 23.0 75.0 33 True 69.0 numpydoc conda-forge/numpydoc ['sphinx'] 40309.0 35918.0 https://pypi.org/project/numpydoc 2022-06-09 21:27:11.000 368723.0 390610.0 https://anaconda.org/conda-forge/numpydoc 2022-10-09 00:00:11.878 1575929.0 2.0 4391.0 -1.0
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 2023-01-25 20:43:08.000 2023-01-25 15:52:48 605.0 26.0 675.0 115.0 682.0 874.0 7911.0 2023-01-25 17:35:13.011 1.30.0 91.0 30.0 33 True 30.0 playwright 3523.0 3447.0 https://pypi.org/project/playwright 2022-06-30 23:53:31.000 1044950.0 1044950.0 2.0 76.0
63 61 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 2023-01-26 01:34:48.000 2023-01-26 01:34:31 2914.0 312.0 236.0 72.0 210.0 207.0 7215.0 2023-01-06 20:40:06.239 1.5.19 138.0 36.0 33 True 107.0 scalene 245.0 242.0 https://pypi.org/project/scalene 2022-04-29 20:48:31.000 13611.0 13611.0 2.0 3.0
64 62 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 2023-01-21 02:47:07.000 2023-01-10 17:10:21 1197.0 9.0 211.0 47.0 260.0 166.0 2579.0 2022-11-03 17:20:34.545 2022.1.3 76.0 91.0 33 True 154.0 pudb conda-forge/pudb 4547.0 3808.0 https://pypi.org/project/pudb 2022-03-12 19:52:37.000 252099.0 254533.0 https://anaconda.org/conda-forge/pudb 2022-11-04 08:31:30.859 189898.0 1.0 739.0
65 63 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 2023-01-13 02:43:21.000 2022-12-13 15:35:40 371.0 17.0 145.0 27.0 80.0 125.0 1658.0 2022-12-13 15:37:01.965 0.13.11 43.0 54.0 33 True 61.0 ipdb conda-forge/ipdb 46534.0 37740.0 https://pypi.org/project/ipdb 2021-06-02 11:43:46.000 1929794.0 1933958.0 https://anaconda.org/conda-forge/ipdb 2022-12-24 23:13:15.419 324817.0 1.0 8794.0
66 64 nodeenv ekalinin/nodeenv virtual-envs Virtual environment for Node.js & integrator with virtualenv. https://github.com/ekalinin/nodeenv https://github.com/ekalinin/nodeenv BSD-3-Clause 2011-03-29 15:28:56.000 2023-01-17 17:39:49.000 2022-08-20 08:31:04 665.0 168.0 32.0 150.0 134.0 1530.0 2022-06-25 15:42:15.000 1.7.0 70.0 84.0 33 True 39.0 nodeenv conda-forge/nodeenv 35450.0 34549.0 https://pypi.org/project/nodeenv 2022-06-25 15:38:17.000 6977524.0 7008350.0 https://anaconda.org/conda-forge/nodeenv 2022-06-25 20:07:06.831 1972891.0 2.0 901.0
67 65 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 2023-01-11 11:11:32.000 2022-11-08 14:21:19 598.0 3.0 118.0 21.0 78.0 116.0 1522.0 2022-10-06 17:23:25.701 0.9.0 27.0 83.0 33 True 61.0 tabulate conda-forge/tabulate 6688.0 https://pypi.org/project/tabulate 2022-06-21 16:26:40.000 40433079.0 40484628.0 https://anaconda.org/conda-forge/tabulate 2022-10-07 10:29:50.640 4123980.0 2.0 6688.0
68 66 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 2023-01-23 12:20:29.000 2022-11-29 21:40:01 241.0 5.0 197.0 27.0 73.0 49.0 1423.0 2022-07-11 14:10:01.875 2.0.4 24.0 56.0 33 True 39.0 python-json-logger conda-forge/python-json-logger 35294.0 34565.0 https://pypi.org/project/python-json-logger 2021-07-27 23:09:33.000 11485117.0 11515404.0 https://anaconda.org/conda-forge/python-json-logger 2022-12-21 20:54:44.914 2089862.0 2.0 729.0 -1.0
69 67 nose nose-devs/nose testing nose is nicer testing for python. https://github.com/nose-devs/nose https://github.com/nose-devs/nose LGPL-2.1+ 2011-12-13 19:36:32.000 2022-07-03 21:17:25.000 2016-03-04 01:16:26 1004.0 387.0 47.0 261.0 463.0 1353.0 2015-06-02 09:12:36.000 1.3.7 14.0 95.0 33 False 453.0 nose conda-forge/nose 179808.0 135207.0 https://pypi.org/project/nose 2015-06-02 09:12:36.000 5747585.0 5779842.0 https://anaconda.org/conda-forge/nose 2020-10-11 16:52:20.277 2580593.0 2.0 44601.0
70 68 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 2023-01-17 23:20:42.339 2023-01-17 20:27:44 742.0 18.0 187.0 20.0 313.0 218.0 998.0 2023-01-17 20:31:11.783 6.3.0 22.0 89.0 33 True 103.0 pydocstyle conda-forge/pydocstyle 45137.0 42608.0 https://pypi.org/project/pydocstyle 2021-05-17 20:37:45.000 2710690.0 2725210.0 https://anaconda.org/conda-forge/pydocstyle 2023-01-17 23:20:42.339 1132620.0 2.0 2529.0 59.0
71 69 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 2023-01-25 13:59:17.000 2023-01-25 13:59:17 1379.0 15.0 185.0 24.0 351.0 352.0 675.0 2022-12-17 16:09:02.919 7.1.0 79.0 113.0 33 True 106.0 setuptools_scm conda-forge/setuptools_scm 519.0 https://pypi.org/project/setuptools_scm 2022-07-01 10:34:12.000 19410361.0 19427471.0 https://anaconda.org/conda-forge/setuptools_scm 2022-12-17 18:47:30.347 1403061.0 3.0 519.0
72 70 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 MPL-2.0 2015-04-14 19:22:42.000 2023-01-25 16:15:09.000 2022-12-01 18:31:00 393.0 1.0 202.0 22.0 259.0 194.0 553.0 2022-11-11 08:16:56.000 3.2.0 45.0 47.0 33 True 137.0 pytest-html conda-forge/pytest-html ['pytest'] 28447.0 27764.0 https://pypi.org/project/pytest-html 2020-12-13 15:24:58.000 3286555.0 3291685.0 https://anaconda.org/conda-forge/pytest-html 2022-10-25 19:38:16.703 348867.0 2.0 683.0
73 71 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 2022-12-06 20:20:10.000 2022-12-06 20:20:10 1104.0 4.0 87.0 21.0 103.0 101.0 523.0 2021-11-30 21:05:47.000 0.8.3 26.0 46.0 33 True 8.0 parso conda-forge/parso 270921.0 265018.0 https://pypi.org/project/parso 2021-11-30 21:05:47.000 15595539.0 15788115.0 https://anaconda.org/conda-forge/parso 2021-12-01 05:04:36.494 11747152.0 2.0 5903.0
74 72 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 2023-01-23 13:17:32.000 2023-01-23 13:17:32 3028.0 96.0 2679.0 385.0 919.0 1529.0 30332.0 2023-01-15 09:45:04.000 2.3.11 67.0 408.0 32 True 27.0 pyenv 1.0 https://pypi.org/project/pyenv 2019-01-12 14:49:22.000 8084.0 8084.0 2.0 1.0
75 73 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 2023-01-12 02:15:59.000 2022-12-09 01:08:31 462.0 4.0 336.0 111.0 275.0 178.0 9622.0 2022-09-07 22:01:08.223 0.3.14 38.0 31.0 32 True 97.0 py-spy conda-forge/py-spy 336.0 295.0 https://pypi.org/project/py-spy 2022-05-17 00:33:00.000 1177471.0 1187330.0 https://anaconda.org/conda-forge/py-spy 2022-09-09 07:18:41.721 361729.0 2.0 40.0 11113.0 py-spy https://crates.io/crates/py-spy 2022-09-07 22:01:08.223 1.0 320.0 402948.0
76 74 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 2023-01-02 01:24:09.927 2023-01-01 22:00:05 639.0 44.0 170.0 43.0 45.0 161.0 4103.0 2023-01-02 21:20:40.562 3.0.1 28.0 7.0 32 True 16.0 alive-progress conda-forge/alive-progress 1567.0 1458.0 https://pypi.org/project/alive-progress 2022-04-01 19:56:01.000 150572.0 151277.0 https://anaconda.org/conda-forge/alive-progress 2023-01-02 01:24:09.927 24703.0 2.0 109.0
77 75 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 2023-01-21 01:32:16.000 2023-01-21 01:32:13 5790.0 158.0 261.0 56.0 780.0 472.0 4075.0 2023-01-18 00:01:11.215 2023.1.17 160.0 87.0 32 True 109.0 pytype conda-forge/pytype 101.0 https://pypi.org/project/pytype 2022-06-30 19:56:49.000 282544.0 286979.0 https://anaconda.org/conda-forge/pytype 2023-01-11 08:09:29.294 141949.0 2.0 101.0
78 76 mimesis lk-geimfari/mimesis testing Mimesis is a high-performance fake data generator for Python, which provides data for a variety of purposes in a.. https://github.com/lk-geimfari/mimesis https://github.com/lk-geimfari/mimesis MIT 2016-09-09 21:41:22.000 2023-01-25 00:18:42.000 2023-01-23 14:43:26 2328.0 6.0 303.0 64.0 968.0 307.0 3865.0 2022-12-17 18:19:31.923 7.0.0 42.0 115.0 32 True 14.0 mimesis conda-forge/mimesis 1183.0 1122.0 https://pypi.org/project/mimesis 2022-06-22 12:07:12.000 84126.0 86617.0 https://anaconda.org/conda-forge/mimesis 2022-12-18 02:34:56.874 74620.0 2.0 61.0 377.0
79 77 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 2023-01-22 15:38:50.000 2023-01-20 02:34:57 2110.0 101.0 184.0 27.0 587.0 872.0 3771.0 2023-01-12 14:31:17.507 2.4.0 141.0 93.0 32 True 32.0 pdm conda-forge/pdm 56.0 54.0 https://pypi.org/project/pdm 2022-07-02 11:37:49.000 71687.0 76115.0 https://anaconda.org/conda-forge/pdm 2023-01-17 04:26:44.423 70855.0 2.0 2.0 3.0
80 78 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 2023-01-18 23:41:22.000 2023-01-18 23:08:21 1284.0 34.0 233.0 54.0 1055.0 836.0 2218.0 2023-01-18 23:45:01.979 2.1.121 208.0 113.0 32 True 145.0 pex 132.0 https://pypi.org/project/pex 2022-07-01 19:45:26.000 740780.0 827072.0 2.0 132.0 2157316.0
81 79 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 2023-01-15 21:41:11.000 2023-01-15 21:41:11 867.0 41.0 162.0 25.0 189.0 290.0 1447.0 2023-01-06 22:04:00.729 12.3.1 94.0 46.0 32 True 15.0 pdoc 1224.0 1021.0 https://pypi.org/project/pdoc 2022-06-08 15:33:02.000 68236.0 68236.0 2.0 203.0
82 80 typeguard agronholm/typeguard debugging Run-time type checker for Python. https://github.com/agronholm/typeguard https://github.com/agronholm/typeguard MIT 2015-12-27 23:15:37.000 2023-01-25 21:15:11.000 2023-01-25 21:15:05 387.0 61.0 82.0 17.0 65.0 192.0 1089.0 2021-12-10 21:09:37.000 2.13.3 47.0 25.0 32 True 21.0 typeguard conda-forge/typeguard 11534.0 11149.0 https://pypi.org/project/typeguard 2021-12-10 21:09:37.000 5890482.0 5894534.0 https://anaconda.org/conda-forge/typeguard 2022-07-27 14:30:31.626 194516.0 2.0 385.0
83 81 breathe michaeljones/breathe documentation ReStructuredText and Sphinx bridge to Doxygen. https://github.com/breathe-doc/breathe https://github.com/breathe-doc/breathe BSD-3-Clause 2009-02-03 18:52:25.000 2023-01-23 18:10:22.000 2023-01-18 19:40:33 1756.0 28.0 176.0 21.0 344.0 387.0 647.0 2022-06-20 18:54:02.000 4.34.0 64.0 107.0 32 True 141.0 breathe conda-forge/breathe 9638.0 8608.0 https://pypi.org/project/breathe 2022-06-20 18:52:31.000 230505.0 236214.0 https://anaconda.org/conda-forge/breathe 2022-06-21 01:45:19.926 426673.0 2.0 1030.0 441.0 breathe-doc/breathe
84 82 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 2023-01-20 17:16:55.000 2023-01-19 19:09:18 913.0 76.0 276.0 53.0 191.0 71.0 10002.0 2023-01-17 23:09:01.475 1.6.0 11.0 22.0 31 True 20.0 memray conda-forge/memray 78.0 77.0 https://pypi.org/project/memray 2022-05-16 23:52:50.000 85617.0 87386.0 https://anaconda.org/conda-forge/memray 2023-01-18 04:04:53.209 15928.0 2.0 1.0
85 83 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 2023-01-17 12:32:35.000 2022-12-27 19:53:44 809.0 17.0 198.0 55.0 121.0 97.0 5053.0 2022-11-05 12:02:04.078 4.4.0 39.0 47.0 31 True 14.0 pyinstrument conda-forge/pyinstrument 1182.0 1076.0 https://pypi.org/project/pyinstrument 2022-07-03 16:21:24.000 426436.0 428529.0 https://anaconda.org/conda-forge/pyinstrument 2022-11-05 17:20:23.957 159101.0 2.0 106.0
86 84 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 2023-01-23 23:14:02.000 2023-01-14 14:49:35 315.0 4.0 322.0 58.0 140.0 96.0 4830.0 2021-12-15 16:10:13.225 0.1.0 40.0 53.0 31 True 145.0 pipreqs conda-forge/pipreqs 15988.0 15652.0 https://pypi.org/project/pipreqs 2021-10-23 09:15:35.000 1164795.0 1165219.0 https://anaconda.org/conda-forge/pipreqs 2022-04-08 21:43:21.706 32271.0 3.0 336.0
87 85 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 2023-01-06 11:51:02.000 2023-01-05 16:12:23 3547.0 29.0 206.0 40.0 33.0 839.0 1982.0 2022-12-11 06:32:00.693 7.7.4 258.0 26.0 31 False 43.0 pyarmor 655.0 641.0 https://pypi.org/project/pyarmor 2022-06-28 00:57:42.000 425647.0 425647.0 2.0 14.0
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 2023-01-24 19:31:27.000 2023-01-24 19:31:27 1140.0 20.0 109.0 31.0 254.0 258.0 1891.0 2022-11-05 13:10:04.066 3.8.0 47.0 63.0 31 True 124.0 flit conda-forge/flit 270.0 https://pypi.org/project/flit 2022-02-23 11:36:30.000 206035.0 208027.0 https://anaconda.org/conda-forge/flit 2022-11-06 11:38:49.501 141461.0 3.0 270.0
89 87 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 2023-01-16 03:40:21.000 2023-01-16 03:40:03 1483.0 4.0 157.0 51.0 160.0 215.0 1531.0 2022-04-22 15:33:23.000 0.36.0 48.0 65.0 31 True 71.0 doit conda-forge/doit 1416.0 1135.0 https://pypi.org/project/doit 2022-04-22 15:33:23.000 389433.0 392012.0 https://anaconda.org/conda-forge/doit 2022-04-22 16:36:58.774 157361.0 3.0 281.0
90 88 logbook getlogbook/logbook logging A cool logging replacement for Python. https://github.com/getlogbook/logbook https://github.com/getlogbook/logbook BSD-3-Clause 2010-07-22 10:13:12.000 2022-10-28 10:53:26.838 2019-10-16 17:48:40 1195.0 158.0 35.0 151.0 125.0 1427.0 2019-10-16 18:14:55.000 1.5.3 41.0 76.0 31 False 64.0 logbook conda-forge/logbook 4972.0 3789.0 https://pypi.org/project/logbook 2019-10-16 18:14:55.000 2257588.0 2259962.0 https://anaconda.org/conda-forge/logbook 2022-10-28 10:53:26.838 109110.0 3.0 1183.0 283.0
91 89 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 2023-01-26 09:28:06.000 2023-01-19 22:57:13 547.0 18.0 89.0 11.0 154.0 260.0 1106.0 2023-01-19 23:00:14.000 0.20.0 46.0 35.0 31 True 54.0 mkdocstrings conda-forge/mkdocstrings ['mkdocs'] 3996.0 3744.0 https://pypi.org/project/mkdocstrings 2022-05-28 15:55:53.000 228127.0 229800.0 https://anaconda.org/conda-forge/mkdocstrings 2023-01-20 22:30:58.067 45175.0 2.0 252.0 1.0
92 90 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 2023-01-17 13:41:57.000 2022-12-11 13:43:39 409.0 52.0 69.0 17.0 156.0 87.0 977.0 2022-11-05 08:06:05.737 0.9.6 28.0 45.0 31 True 22.0 pytest-sugar conda-forge/pytest-sugar ['pytest'] 14173.0 11564.0 https://pypi.org/project/pytest-sugar 2022-07-10 18:13:03.547 718273.0 720851.0 https://anaconda.org/conda-forge/pytest-sugar 2022-11-05 11:46:05.380 167605.0 2.0 2609.0
93 91 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 2023-01-25 16:46:06.000 2023-01-13 19:26:12 511.0 10.0 129.0 23.0 384.0 260.0 965.0 2022-11-21 16:15:35.393 2022.11.21 24.0 85.0 31 True 43.0 nox conda-forge/nox ['pytest'] 2655.0 2469.0 https://pypi.org/project/nox 2022-01-07 23:34:01.000 1031218.0 1033761.0 https://anaconda.org/conda-forge/nox 2022-12-01 19:24:29.694 129699.0 2.0 186.0 wntrblm/nox
94 92 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 2023-01-16 12:08:32.000 2023-01-16 12:08:32 504.0 29.0 118.0 20.0 128.0 75.0 932.0 2023-01-09 20:56:32.595 3.6.0 28.0 53.0 31 False 31.0 prettytable conda-forge/prettytable 36896.0 36242.0 https://pypi.org/project/prettytable 2022-05-05 15:21:28.000 6676481.0 6688885.0 https://anaconda.org/conda-forge/prettytable 2023-01-08 19:42:24.814 979965.0 3.0 654.0
95 93 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 2023-01-24 16:30:50.000 2023-01-24 16:30:50 277.0 25.0 80.0 8.0 167.0 127.0 893.0 2023-01-20 21:20:01.679 23.1.20 54.0 66.0 31 True 46.0 flake8-bugbear conda-forge/flake8-bugbear ['flake8'] 21194.0 21194.0 https://pypi.org/project/flake8-bugbear 2022-10-26 22:37:29.000 1484606.0 1500745.0 https://anaconda.org/conda-forge/flake8-bugbear 2023-01-23 20:37:03.459 661702.0 2.0
96 94 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 2022-12-24 05:04:32.000 2022-08-29 14:53:21 230.0 82.0 12.0 45.0 73.0 783.0 2022-08-29 14:53:13.855 6.7.0 64.0 30.0 31 True 3.0 colorlog conda-forge/colorlog 23154.0 20706.0 https://pypi.org/project/colorlog 2021-11-08 16:56:43.000 7183111.0 7198876.0 https://anaconda.org/conda-forge/colorlog 2022-10-26 21:11:56.658 1277034.0 3.0 2448.0
97 95 nose2 nose-devs/nose2 testing The successor to nose, based on unittest2. https://github.com/nose-devs/nose2 https://github.com/nose-devs/nose2 BSD-3-Clause 2011-12-14 15:33:15.000 2023-01-10 17:13:55.000 2023-01-10 17:13:51 1097.0 9.0 136.0 22.0 296.0 211.0 739.0 2022-07-16 16:40:18.561 0.12.0 28.0 74.0 31 True 51.0 nose2 conda-forge/nose2 6738.0 5656.0 https://pypi.org/project/nose2 2022-02-13 00:26:17.000 492070.0 493519.0 https://anaconda.org/conda-forge/nose2 2020-02-02 06:02:02.004 81193.0 2.0 1082.0
98 96 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 ZPL-2.1 2012-03-25 21:47:18.000 2022-12-16 15:19:24.000 2022-11-08 15:07:52 1711.0 35.0 172.0 55.0 273.0 228.0 552.0 2022-11-06 23:13:12.890 3.0.0 122.0 92.0 31 False 134.0 zc.buildout conda-forge/zc.buildout 1065.0 https://pypi.org/project/zc.buildout 2022-04-07 19:12:49.000 71336.0 72576.0 https://anaconda.org/conda-forge/zc.buildout 2022-03-31 09:12:41.632 19854.0 3.0 1065.0
99 97 sqlmap sqlmapproject/sqlmap security Automatic SQL injection and database takeover tool. https://github.com/sqlmapproject/sqlmap https://github.com/sqlmapproject/sqlmap GPL-3.0 2012-06-26 09:52:15.000 2023-01-25 04:11:56.000 2023-01-24 11:08:02 10020.0 35.0 5104.0 1088.0 336.0 4803.0 25882.0 2023-01-02 22:32:55.000 1.7 87.0 122.0 30 True 59.0 sqlmap 6.0 https://pypi.org/project/sqlmap 2022-06-03 22:10:42.000 6343.0 6343.0 2.0 6.0
100 98 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 2023-01-24 18:07:24.000 2023-01-15 09:49:14 534.0 7.0 268.0 68.0 405.0 409.0 5933.0 2022-05-28 04:17:00.000 1.1.0 51.0 83.0 30 True 121.0 pipx conda-forge/pipx 955.0 946.0 https://pypi.org/project/pipx 2022-05-28 04:17:00.000 413758.0 415068.0 https://anaconda.org/conda-forge/pipx 2022-11-01 08:11:28.547 17030.0 3.0 9.0
101 99 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 2023-01-21 22:38:43.000 2023-01-21 22:38:30 6697.0 141.0 192.0 60.0 120.0 226.0 4486.0 2023-01-02 16:18:55.910 0.24.0 22.0 53.0 30 True 298.0 pyoxidizer 147.0 147.0 https://pypi.org/project/pyoxidizer 2022-06-05 23:21:43.000 3368.0 3541.0 2.0 6238.0
102 100 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 2022-12-06 17:25:01.000 2022-12-06 17:25:01 713.0 22.0 362.0 76.0 159.0 112.0 3732.0 2022-11-15 17:59:01.069 0.61.0 59.0 101.0 30 True 123.0 memory_profiler conda-forge/memory_profiler 172.0 https://pypi.org/project/memory_profiler 2021-12-18 13:42:24.000 561970.0 565273.0 https://anaconda.org/conda-forge/memory_profiler 2022-11-16 08:09:24.242 264278.0 2.0 172.0
103 101 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 2023-01-19 20:43:30.000 2023-01-19 20:43:25 715.0 17.0 113.0 23.0 130.0 159.0 2393.0 2023-01-08 21:24:44.000 2.7 46.0 34.0 30 True 14.0 vulture conda-forge/vulture 2433.0 2211.0 https://pypi.org/project/vulture 2022-09-20 06:01:36.875 366862.0 367703.0 https://anaconda.org/conda-forge/vulture 2023-01-09 08:50:44.861 64757.0 2.0 222.0
104 102 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 2023-01-26 04:04:06.000 2023-01-26 04:04:06 2428.0 303.0 241.0 41.0 485.0 439.0 1560.0 2022-10-14 05:15:54.572 0.3.11 45.0 103.0 30 True 87.0 briefcase 17.0 https://pypi.org/project/briefcase 2022-06-27 03:23:53.000 3425.0 3426.0 2.0 17.0 42.0
105 103 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 2023-01-25 22:53:41.000 2022-12-08 18:50:56 533.0 41.0 123.0 32.0 298.0 112.0 1442.0 2022-12-08 19:10:01.428 2.3.5 54.0 40.0 30 True 57.0 safety conda-forge/safety 361.0 7.0 https://pypi.org/project/safety 2022-06-28 21:38:28.000 939225.0 948190.0 https://anaconda.org/conda-forge/safety 2022-12-09 10:33:04.329 48622.0 2.0 354.0 267247.0
106 104 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 2022-11-23 18:04:35.000 2022-01-24 01:11:19 143.0 48.0 17.0 56.0 38.0 532.0 2022-01-24 01:14:49.000 0.7.0 13.0 21.0 30 True 12.0 mccabe conda-forge/mccabe 352925.0 337053.0 https://pypi.org/project/mccabe 2022-01-24 01:14:49.000 23602994.0 23678189.0 https://anaconda.org/conda-forge/mccabe 2022-01-24 18:42:20.668 5940428.0 2.0 15872.0
107 105 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 2023-01-25 19:48:49.000 2023-01-25 16:29:31 473.0 6.0 187.0 7.0 221.0 146.0 501.0 2021-11-11 21:00:03.000 3.3.1 42.0 64.0 30 True 12.0 coveralls conda-forge/coveralls ['pytest'] 33391.0 24117.0 https://pypi.org/project/coveralls 2021-11-11 21:00:03.000 542778.0 554519.0 https://anaconda.org/conda-forge/coveralls 2022-08-03 01:11:21.846 845404.0 3.0 9274.0
108 106 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 2023-01-15 21:54:56.000 2022-12-27 17:54:48 436.0 29.0 26.0 9.0 35.0 18.0 217.0 2022-10-29 15:21:26.062 1.2.0 31.0 9.0 30 True 12.0 executing conda-forge/executing 49340.0 49284.0 https://pypi.org/project/executing 2022-02-27 22:45:22.000 7215263.0 7351695.0 https://anaconda.org/conda-forge/executing 2022-11-01 15:44:50.965 5048012.0 1.0 56.0
109 107 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 2022-12-08 14:10:40.000 2022-06-22 04:41:01 431.0 529.0 165.0 149.0 165.0 9037.0 2022-06-22 04:50:45.000 0.15.1.0 94.0 40.0 29 True 142.0 gdbgui 243.0 241.0 https://pypi.org/project/gdbgui 2022-06-22 04:46:50.000 234925.0 235324.0 2.0 2.0 11979.0
110 108 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 2023-01-05 16:26:39.000 2022-12-07 15:28:28 958.0 2.0 349.0 41.0 460.0 375.0 3036.0 2021-10-26 14:02:33.000 3.2.1 42.0 126.0 29 True 160.0 factory_boy conda-forge/factory_boy 735.0 https://pypi.org/project/factory_boy 2021-10-26 14:02:33.000 2164555.0 2166090.0 https://anaconda.org/conda-forge/factory_boy 2021-10-26 21:47:41.376 116710.0 3.0 735.0
111 109 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 2023-01-18 09:43:42.000 2022-12-22 21:11:23 1211.0 4.0 301.0 47.0 378.0 187.0 2716.0 2022-10-05 17:13:10.000 1.4.0 37.0 70.0 29 True 96.0 detect-secrets 24.0 https://pypi.org/project/detect-secrets 2022-02-16 21:40:39.000 306209.0 306209.0 3.0 24.0
112 110 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 2023-01-25 19:51:01.000 2022-12-29 21:22:15 1016.0 34.0 137.0 34.0 441.0 335.0 2409.0 2022-12-06 22:22:02.046 3.3.1 149.0 34.0 29 True 11.0 pyupgrade conda-forge/pyupgrade 52.0 https://pypi.org/project/pyupgrade 2022-11-10 15:40:00.639 408405.0 418608.0 https://anaconda.org/conda-forge/pyupgrade 2022-12-07 01:35:57.277 489769.0 2.0 52.0
113 111 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 2022-10-29 13:21:01.531 2022-10-27 20:05:50 636.0 461.0 71.0 251.0 140.0 1595.0 10.0 87.0 29 True 66.0 pyelftools conda-forge/pyelftools 5020.0 4494.0 https://pypi.org/project/pyelftools 2022-02-03 14:49:18.000 1663974.0 1665380.0 https://anaconda.org/conda-forge/pyelftools 2022-10-29 13:21:01.531 115362.0 2.0 526.0 1.0
114 112 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 2022-12-19 10:09:26.000 2022-11-04 02:52:33 1415.0 4.0 249.0 94.0 375.0 418.0 1490.0 2022-11-04 03:13:11.030 0.13.8 667.0 39.0 29 True 92.0 pybuilder conda-forge/pybuilder 61.0 https://pypi.org/project/pybuilder 2022-06-10 23:39:25.000 15051.0 15737.0 https://anaconda.org/conda-forge/pybuilder 2022-11-04 07:28:51.464 32272.0 3.0 61.0
115 113 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 2023-01-17 13:01:04.000 2022-10-25 21:21:25 1001.0 100.0 18.0 64.0 86.0 1019.0 2022-10-25 21:23:01.695 4.0.0 43.0 37.0 29 True 87.0 pytest-benchmark conda-forge/pytest-benchmark ['pytest'] 4270.0 3671.0 https://pypi.org/project/pytest-benchmark 2021-04-17 19:47:26.000 495915.0 515224.0 https://anaconda.org/conda-forge/pytest-benchmark 2022-10-26 11:10:23.029 1583415.0 3.0 599.0
116 114 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 PSF-2.0 2017-01-22 04:25:52.000 2023-01-26 12:31:54.190 2023-01-26 08:29:33 1508.0 61.0 198.0 27.0 858.0 750.0 1012.0 2023-01-26 07:34:01.118 6.14.1 53.0 100.0 29 True 69.0 cx_freeze conda-forge/cx_freeze 35.0 https://pypi.org/project/cx_freeze 2022-06-22 04:29:28.000 44732.0 48583.0 https://anaconda.org/conda-forge/cx_freeze 2023-01-26 12:31:54.190 184890.0 3.0 35.0
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 2023-01-17 04:26:48.000 2023-01-03 16:40:29 617.0 8.0 99.0 22.0 149.0 59.0 686.0 2022-08-07 15:50:19.406 2.0.4 24.0 41.0 29 False 19.0 pyhamcrest conda-forge/pyhamcrest 33659.0 31838.0 https://pypi.org/project/pyhamcrest 2021-12-12 20:12:38.000 1489058.0 1494733.0 https://anaconda.org/conda-forge/pyhamcrest 2022-09-21 07:33:07.620 454009.0 3.0 1821.0
118 116 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 2022-12-27 04:26:25.000 2022-09-22 14:18:01 622.0 114.0 16.0 180.0 162.0 546.0 2022-03-26 22:16:11.000 2.5.3 53.0 67.0 29 True 52.0 pylint-django conda-forge/pylint-django ['pylint'] 21607.0 20440.0 https://pypi.org/project/pylint-django 2022-03-25 16:09:23.000 893431.0 895086.0 https://anaconda.org/conda-forge/pylint-django 2022-04-07 12:02:14.331 127057.0 2.0 1167.0 216.0
119 117 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 2023-01-26 14:17:12.000 2023-01-23 21:44:05 288.0 39.0 91.0 10.0 156.0 137.0 466.0 2023-01-24 16:28:10.153 1.21.8 63.0 48.0 29 True 24.0 sphinx-autodoc-typehints conda-forge/sphinx-autodoc-typehints ['sphinx'] 1437.0 https://pypi.org/project/sphinx-autodoc-typehints 2022-07-31 19:28:05.288 779693.0 786513.0 https://anaconda.org/conda-forge/sphinx-autodoc-typehints 2023-01-25 17:54:59.740 422846.0 2.0 1437.0
120 118 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 16:41:28 230.0 107.0 21.0 61.0 41.0 426.0 2022-08-10 16:47:16.981 1.6.0 30.0 37.0 29 True 11.0 ddt conda-forge/ddt 6023.0 4702.0 https://pypi.org/project/ddt 2022-05-24 02:14:19.000 355737.0 356867.0 https://anaconda.org/conda-forge/ddt 2022-09-22 12:35:17.572 79114.0 3.0 1321.0
121 119 pep8-naming PyCQA/pep8-naming linters Naming Convention checker for Python. https://github.com/PyCQA/pep8-naming https://github.com/PyCQA/pep8-naming Saxpath 2013-02-09 18:32:52.000 2022-12-20 00:48:27.815 2022-12-19 20:42:53 256.0 3.0 117.0 14.0 121.0 76.0 418.0 2022-12-19 20:46:55.580 0.13.3 27.0 35.0 29 False 17.0 pep8-naming conda-forge/pep8-naming 24978.0 23226.0 https://pypi.org/project/pep8-naming 2022-06-02 15:46:24.000 1633547.0 1636797.0 https://anaconda.org/conda-forge/pep8-naming 2022-12-20 00:48:27.815 269775.0 2.0 1752.0
122 120 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 2023-01-23 10:44:50.730 2023-01-13 17:15:21 251.0 4.0 25.0 13.0 25.0 5.0 367.0 2023-01-16 06:55:01.507 1.1.1 40.0 11.0 29 True 4.0 wasabi conda-forge/wasabi 25017.0 24729.0 https://pypi.org/project/wasabi 2022-03-30 11:12:31.000 3404300.0 3425152.0 https://anaconda.org/conda-forge/wasabi 2023-01-23 10:44:50.730 980076.0 3.0 288.0 explosion/wasabi
123 121 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 36.0 86.0 7.0 80.0 48.0 139.0 2022-12-22 22:56:11.423 6.0.0 41.0 37.0 29 True 9.0 flake8-isort conda-forge/flake8-isort ['flake8'] 17290.0 16655.0 https://pypi.org/project/flake8-isort 2021-10-14 11:43:49.000 863299.0 864019.0 https://anaconda.org/conda-forge/flake8-isort 2022-12-23 09:25:56.098 28101.0 2.0 635.0
124 122 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 2023-01-03 13:15:29.000 2023-01-03 13:15:29 307.0 2.0 923.0 235.0 112.0 98.0 15632.0 2022-04-02 15:00:56.000 1.1.1 57.0 27.0 28 True 20.0 pysnooper conda-forge/pysnooper 48.0 https://pypi.org/project/pysnooper 2022-04-02 15:00:56.000 182150.0 183474.0 https://anaconda.org/conda-forge/pysnooper 2022-04-04 02:05:04.609 58284.0 2.0 48.0
125 123 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 2023-01-26 13:40:00.000 2023-01-19 14:22:24 2322.0 62.0 236.0 40.0 1062.0 769.0 4115.0 2023-01-16 09:26:06.000 2023.01.16 100.0 105.0 28 True 440.0 conda-forge/mamba 129216.0 https://anaconda.org/conda-forge/mamba 2023-01-17 11:28:27.901 5943946.0 3.0
126 124 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 2371.0 3418.0 2017-05-30 10:07:57.000 0.11.1 730.0 483.0 28 False 835.0 coala-bears 115.0 10.0 https://pypi.org/project/coala-bears 2017-11-10 21:04:50.000 2269.0 2270.0 2.0 105.0 156.0
127 125 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 2023-01-11 17:43:25.000 2023-01-11 17:43:24 719.0 17.0 316.0 82.0 366.0 206.0 2151.0 2022-12-06 07:57:49.000 7.0.1 10.0 124.0 28 True 125.0 pytest-testinfra conda-forge/pytest-testinfra ['pytest'] 8.0 https://pypi.org/project/pytest-testinfra 2022-06-19 22:34:24.000 176580.0 176939.0 https://anaconda.org/conda-forge/pytest-testinfra 2022-12-13 07:21:44.910 8627.0 3.0 8.0
128 126 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 2023-01-03 20:43:57.000 2023-01-03 20:43:57 3332.0 2.0 600.0 90.0 532.0 170.0 1695.0 2016-11-25 22:13:29.000 4.0.515 36.0 384.0 28 True 135.0 diamond 152.0 118.0 https://pypi.org/project/diamond 2016-11-25 22:13:29.000 33359.0 33359.0 3.0 34.0
129 127 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 2023-01-03 00:13:00.000 2022-09-03 06:11:45 527.0 98.0 31.0 77.0 141.0 1411.0 2021-08-08 13:25:20.000 5.1.0 54.0 52.0 28 True 20.0 radon conda-forge/radon 3657.0 3057.0 https://pypi.org/project/radon 2021-12-15 14:08:03.854 310748.0 311591.0 https://anaconda.org/conda-forge/radon 2021-09-07 09:02:03.415 53111.0 2.0 600.0
130 128 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 2022-12-26 21:37:15.000 2022-07-14 18:31:38 706.0 58.0 19.0 315.0 125.0 1041.0 2021-07-09 22:22:20.000 0.10.3 26.0 41.0 28 True 90.0 pdbpp conda-forge/pdbpp 4087.0 3476.0 https://pypi.org/project/pdbpp 2021-07-09 22:22:20.000 549626.0 550995.0 https://anaconda.org/conda-forge/pdbpp 2021-07-11 15:21:48.419 89029.0 2.0 611.0
131 129 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 2023-01-22 23:24:48.000 2022-08-08 11:25:05 700.0 95.0 19.0 95.0 94.0 972.0 2022-08-08 11:29:01.059 8.4.1 116.0 48.0 28 True 43.0 pylama 5224.0 4624.0 https://pypi.org/project/pylama 2022-03-11 14:17:31.000 156204.0 156204.0 2.0 600.0
132 130 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 1.0 91.0 25.0 109.0 76.0 700.0 2019-12-10 01:50:33.000 0.8.1 14.0 33.0 28 True 34.0 astor conda-forge/astor 2109.0 https://pypi.org/project/astor 2019-12-10 01:50:33.000 6492547.0 6519432.0 https://anaconda.org/conda-forge/astor 2020-07-01 13:36:26.971 1855126.0 2.0 2109.0
133 131 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 2023-01-24 05:03:51.000 2023-01-24 05:03:50 554.0 28.0 67.0 11.0 121.0 64.0 693.0 2022-11-25 15:05:02.493 2.0.0 52.0 36.0 28 True 29.0 autoflake conda-forge/autoflake 540.0 https://pypi.org/project/autoflake 2019-08-04 15:14:24.000 1009578.0 1019638.0 https://anaconda.org/conda-forge/autoflake 2022-10-14 07:46:06.339 452711.0 2.0 540.0 PyCQA/autoflake
134 132 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 2022-11-11 06:00:05.780 2021-06-11 10:22:09 273.0 40.0 8.0 35.0 51.0 497.0 2021-06-11 10:22:42.000 15.0.1 63.0 16.0 28 False 29.0 coloredlogs anaconda/coloredlogs 16716.0 14886.0 https://pypi.org/project/coloredlogs 2021-06-11 10:22:42.000 4967369.0 4967485.0 https://anaconda.org/anaconda/coloredlogs 2022-11-11 06:00:05.780 7453.0 3.0 1830.0
135 133 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 2023-01-24 20:39:54.000 2023-01-22 18:14:42 519.0 25.0 46.0 10.0 73.0 66.0 364.0 2022-12-16 19:22:01.584 1.5.1 50.0 25.0 28 True 18.0 docformatter conda-forge/docformatter 1558.0 1459.0 https://pypi.org/project/docformatter 2020-12-27 18:11:12.000 209016.0 210512.0 https://anaconda.org/conda-forge/docformatter 2022-12-19 19:13:23.880 41914.0 3.0 99.0 PyCQA/docformatter
136 134 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 2022-10-06 09:43:56.000 2022-06-10 09:18:33 1062.0 65.0 32.0 6.0 224.0 2022-10-06 09:48:04.927 5.0.0 38.0 185.0 28 True hacking ['flake8'] 4393.0 https://pypi.org/project/hacking 2021-04-21 10:37:50.000 201712.0 201712.0 2.0 4393.0
137 135 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 2022-12-18 18:46:32.000 2022-12-18 18:44:36 259.0 12.0 33.0 7.0 91.0 51.0 218.0 2022-12-18 18:49:02.248 0.10.3 23.0 16.0 28 True 8.0 pytest-mypy conda-forge/pytest-mypy ['pytest'] 2508.0 2094.0 https://pypi.org/project/pytest-mypy 2022-02-07 17:12:40.000 529841.0 531229.0 https://anaconda.org/conda-forge/pytest-mypy 2020-11-24 14:50:18.057 48613.0 3.0 414.0 realpython/pytest-mypy
138 136 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 54.0 20.0 106.0 86.0 217.0 2022-05-21 21:30:52.000 1.5.4 34.0 26.0 28 True 1.0 typed_ast conda-forge/typed-ast 5490.0 https://pypi.org/project/typed_ast 2022-05-21 21:30:52.000 9373596.0 9464695.0 https://anaconda.org/conda-forge/typed-ast 2022-10-29 20:43:34.047 5739264.0 2.0 5490.0
139 137 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 4.0 38.0 4.0 65.0 43.0 160.0 2022-12-19 16:50:01.696 3.3.2 41.0 32.0 28 True 8.0 flake8-quotes conda-forge/flake8-quotes ['flake8'] 16259.0 15406.0 https://pypi.org/project/flake8-quotes 2021-10-19 07:07:05.000 516254.0 524748.0 https://anaconda.org/conda-forge/flake8-quotes 2022-12-20 11:05:53.269 645573.0 2.0 853.0
140 138 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 14:20:17 408.0 358.0 153.0 69.0 227.0 9147.0 2021-12-22 19:23:21.000 1.0.68 53.0 35.0 27 True 67.0 bpytop conda-forge/bpytop 81.0 80.0 https://pypi.org/project/bpytop 2021-12-22 19:23:21.000 7297.0 7718.0 https://anaconda.org/conda-forge/bpytop 2021-12-22 23:07:43.371 9701.0 3.0 1.0
141 139 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 2023-01-15 18:18:10.000 2022-12-04 22:09:17 262.0 14.0 135.0 50.0 40.0 69.0 6544.0 2022-07-21 09:20:01.329 2.1.3 17.0 21.0 27 True 32.0 icecream conda-forge/icecream 88.0 https://pypi.org/project/icecream 2022-02-15 23:33:58.000 207558.0 208062.0 https://anaconda.org/conda-forge/icecream 2022-07-21 16:51:26.595 10593.0 3.0 88.0
142 140 memory_profiler fabianp/memory_profiler profiling Monitor Memory usage of Python code. https://github.com/fabianp/memory_profiler https://github.com/fabianp/memory_profiler BSD-3-Clause 2016-05-26 17:45:08.632 2022-11-16 08:09:24.242 2018-06-28 13:35:12 500.0 362.0 5.0 1.0 3652.0 2022-11-15 17:59:01.069 0.61.0 59.0 62.0 27 False memory_profiler conda-forge/memory_profiler 172.0 https://pypi.org/project/memory_profiler 2021-12-18 13:42:24.000 561970.0 565273.0 https://anaconda.org/conda-forge/memory_profiler 2022-11-16 08:09:24.242 264290.0 3.0 172.0
143 141 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 2023-01-20 01:00:47.000 2022-12-09 14:20:56 290.0 27.0 95.0 16.0 122.0 45.0 1604.0 2022-12-09 15:21:59.908 4.0.2 26.0 38.0 27 True 31.0 line_profiler conda-forge/line_profiler 43.0 https://pypi.org/project/line_profiler 2022-04-01 07:40:49.000 327931.0 331784.0 https://anaconda.org/conda-forge/line_profiler 2022-12-09 23:55:22.319 308289.0 3.0 43.0
144 142 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 2023-01-26 07:06:12.000 2023-01-26 06:59:58 833.0 64.0 31.0 12.0 36.0 126.0 1468.0 2023-01-17 08:38:01.474 0.12.0 23.0 14.0 27 True 34.0 beartype conda-forge/beartype 50.0 https://pypi.org/project/beartype 2022-03-15 06:06:23.000 103397.0 104518.0 https://anaconda.org/conda-forge/beartype 2022-09-18 08:36:02.454 34757.0 3.0 50.0
145 143 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 2022-11-24 20:29:04.000 2022-11-24 20:28:21 202.0 3.0 35.0 8.0 34.0 21.0 1208.0 2022-11-24 20:30:35.533 0.2.10 19.0 7.0 27 True 7.0 stackprinter conda-forge/stackprinter 191.0 165.0 https://pypi.org/project/stackprinter 2022-04-02 09:37:50.000 728874.0 728980.0 https://anaconda.org/conda-forge/stackprinter 2020-10-31 17:18:37.537 4569.0 3.0 26.0 1.0
146 144 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 2023-01-23 18:06:50.000 2023-01-20 08:01:58 372.0 40.0 118.0 34.0 258.0 205.0 1079.0 2022-12-08 12:30:00.681 0.20.3 35.0 40.0 27 True 33.0 pytest-asyncio conda-forge/pytest-asyncio ['pytest'] https://pypi.org/project/pytest-asyncio 2022-10-21 13:22:48.000 4573499.0 4594497.0 https://anaconda.org/conda-forge/pytest-asyncio 2022-12-08 19:33:40.469 1427594.0 3.0 58.0
147 145 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 2.0 57.0 13.0 64.0 50.0 1060.0 2022-10-31 08:28:00.894 1.4.0 22.0 28.0 27 True 18.0 yappi conda-forge/yappi 1082.0 740.0 https://pypi.org/project/yappi 2022-05-20 09:48:23.000 1148312.0 1150349.0 https://anaconda.org/conda-forge/yappi 2022-11-02 18:35:11.317 136524.0 3.0 342.0
148 146 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 2022-10-30 14:19:59.665 2022-09-20 23:55:51 1073.0 79.0 23.0 74.0 173.0 755.0 2022-09-21 00:00:55.818 3.4.3 145.0 38.0 27 True 4.0 green conda-forge/green 977.0 768.0 https://pypi.org/project/green 2022-05-23 22:25:25.000 9548.0 11325.0 https://anaconda.org/conda-forge/green 2022-10-30 14:19:59.665 113767.0 3.0 209.0
149 147 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 2023-01-04 17:49:26.000 2023-01-02 21:10:23 2022.0 17.0 157.0 17.0 727.0 368.0 749.0 2022-02-06 14:17:08.000 0.5.1 18.0 69.0 27 True 154.0 asv conda-forge/asv 67.0 https://pypi.org/project/asv 2022-02-06 14:16:23.000 23659.0 33038.0 https://anaconda.org/conda-forge/asv 2022-11-04 11:34:14.554 675340.0 3.0 67.0
150 148 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 2023-01-25 08:05:35.000 2022-11-29 17:39:56 463.0 14.0 66.0 19.0 370.0 106.0 535.0 2022-10-20 06:20:02.477 3.4.0 40.0 35.0 27 True 7.0 mypy-protobuf conda-forge/mypy-protobuf 60.0 https://pypi.org/project/mypy-protobuf 2022-01-23 22:29:40.000 1144274.0 1147446.0 https://anaconda.org/conda-forge/mypy-protobuf 2022-08-24 19:50:22.562 82487.0 3.0 60.0 nipunn1313/mypy-protobuf
151 149 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 39.0 6.0 61.0 95.0 464.0 2021-10-18 03:40:35.000 1.8.1 48.0 22.0 27 False 56.0 darglint conda-forge/darglint 12993.0 12940.0 https://pypi.org/project/darglint 2021-10-18 03:40:35.000 372332.0 373624.0 https://anaconda.org/conda-forge/darglint 2021-11-05 17:11:34.449 51719.0 3.0 53.0
152 150 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 18.0 69.0 9.0 100.0 90.0 271.0 2022-11-26 20:15:35.517 0.18.2 35.0 46.0 27 True 16.0 flake8-import-order conda-forge/flake8-import-order ['flake8'] 1170.0 https://pypi.org/project/flake8-import-order 2019-03-04 08:39:11.000 311662.0 314704.0 https://anaconda.org/conda-forge/flake8-import-order 2022-11-28 21:20:05.953 225118.0 3.0 1170.0
153 151 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 2021-12-05 16:31:05.000 2019-12-22 18:11:19 86.0 44.0 7.0 33.0 21.0 192.0 2019-12-22 18:12:11.000 1.6.3 11.0 10.0 27 False 18.0 astunparse conda-forge/astunparse 64150.0 63867.0 https://pypi.org/project/astunparse 2019-12-22 18:12:11.000 6523009.0 6541669.0 https://anaconda.org/conda-forge/astunparse 2021-01-15 07:40:29.426 1250250.0 3.0 283.0
154 152 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 2022-02-24 14:18:07.000 2022-02-24 14:18:07 93.0 25.0 12.0 41.0 28.0 126.0 2021-11-13 21:39:31.000 0.5.3 20.0 10.0 27 True 1.0 gast conda-forge/gast 108838.0 106975.0 https://pypi.org/project/gast 2021-11-13 21:39:31.000 13073845.0 13108978.0 https://anaconda.org/conda-forge/gast 2021-11-15 08:20:52.503 1967462.0 3.0 1863.0
155 153 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 20.0 22.0 3.0 57.0 41.0 98.0 2022-12-22 23:44:03.313 2.1.0 26.0 17.0 27 True 2.0 flake8-builtins conda-forge/flake8-builtins ['flake8'] 5676.0 5276.0 https://pypi.org/project/flake8-builtins 2020-05-14 10:45:01.000 555270.0 557741.0 https://anaconda.org/conda-forge/flake8-builtins 2022-12-23 19:26:57.671 182859.0 3.0 400.0
156 154 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 BSD-3-Clause 2017-07-11 00:19:00.000 2023-01-23 17:31:53.000 2023-01-23 17:31:44 326.0 9.0 151.0 52.0 123.0 127.0 4111.0 2022-02-18 23:46:48.000 22.2.0 22.0 45.0 26 True 38.0 monkeytype conda-forge/monkeytype 25.0 https://pypi.org/project/monkeytype 2022-02-18 23:46:48.000 114096.0 114879.0 https://anaconda.org/conda-forge/monkeytype 2022-02-19 14:25:33.147 46997.0 2.0 25.0
157 155 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 2022-12-22 14:22:26.000 2022-07-14 07:40:12 517.0 91.0 32.0 360.0 66.0 2370.0 2022-02-10 14:51:38.000 1.3.3 31.0 19.0 26 True 41.0 notifiers conda-forge/notifiers 359.0 337.0 https://pypi.org/project/notifiers 2022-02-10 14:51:38.000 421691.0 422845.0 https://anaconda.org/conda-forge/notifiers 2022-09-07 07:53:17.789 28862.0 3.0 22.0
158 156 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 2022-10-27 13:00:38.000 2020-11-16 01:36:32 316.0 607.0 156.0 34.0 119.0 1875.0 2020-11-16 03:43:07.000 1.0.2 41.0 13.0 26 False 171.0 uiautomator 302.0 235.0 https://pypi.org/project/uiautomator 2020-11-16 03:43:07.000 23929.0 23929.0 3.0 67.0
159 157 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 77.0 10.0 59.0 52.0 1004.0 2021-12-22 16:55:15.000 1.0.1 17.0 29.0 26 True 53.0 pympler conda-forge/pympler 306.0 https://pypi.org/project/pympler 2021-12-22 16:55:15.000 1100097.0 1103808.0 https://anaconda.org/conda-forge/pympler 2022-07-24 00:00:16.620 259828.0 3.0 306.0
160 158 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 4.0 133.0 9.0 114.0 201.0 928.0 2021-08-03 14:51:19.000 0.10.0 34.0 58.0 26 True 101.0 pdoc3 anaconda/pdoc3 2270.0 2153.0 https://pypi.org/project/pdoc3 2021-08-03 14:51:19.000 304792.0 304821.0 https://anaconda.org/anaconda/pdoc3 2020-11-30 22:53:50.187 1106.0 2.0 117.0
161 159 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 54.0 10.0 49.0 42.0 676.0 2018-05-20 19:52:16.000 4.2.0 17.0 16.0 26 False 48.0 pytest-watch conda-forge/pytest-watch ['pytest'] 6078.0 5461.0 https://pypi.org/project/pytest-watch 2018-05-20 19:52:16.000 414774.0 416089.0 https://anaconda.org/conda-forge/pytest-watch 2022-11-03 15:48:18.639 78939.0 3.0 617.0
162 160 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 20:25:55 403.0 207.0 24.0 95.0 83.0 586.0 2022-02-03 20:27:24.000 0.8.1 58.0 39.0 26 True 54.0 sphinx-bootstrap-theme ['sphinx'] 600.0 https://pypi.org/project/sphinx-bootstrap-theme 2022-02-03 20:27:24.000 211751.0 211751.0 2.0 600.0
163 161 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 2023-01-21 11:07:35.000 2023-01-21 11:05:08 531.0 29.0 26.0 4.0 466.0 47.0 480.0 2022-05-11 17:35:06.000 3.12.0 30.0 18.0 26 True 7.0 pytest-randomly conda-forge/pytest-randomly 195.0 https://pypi.org/project/pytest-randomly 2022-05-11 17:35:06.000 589558.0 596206.0 https://anaconda.org/conda-forge/pytest-randomly 2022-05-12 01:12:32.731 99731.0 3.0 195.0
164 162 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 2022-12-28 19:06:53.000 2022-12-28 19:06:53 294.0 9.0 58.0 19.0 57.0 51.0 446.0 2022-04-20 19:59:44.000 2021.03.14 15.0 23.0 26 True 21.0 sphinx-autobuild conda-forge/sphinx-autobuild ['sphinx'] 15467.0 12800.0 https://pypi.org/project/sphinx-autobuild 2021-03-14 13:46:47.000 408822.0 410979.0 https://anaconda.org/conda-forge/sphinx-autobuild 2021-03-14 17:15:24.297 148866.0 2.0 2667.0
165 163 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 2023-01-21 11:07:32.000 2023-01-21 11:05:04 495.0 29.0 19.0 6.0 426.0 42.0 404.0 2022-10-29 23:12:51.523 3.10.1 34.0 14.0 26 True 9.0 flake8-comprehensions conda-forge/flake8-comprehensions ['flake8'] 567.0 https://pypi.org/project/flake8-comprehensions 2022-05-19 09:53:53.000 789812.0 799083.0 https://anaconda.org/conda-forge/flake8-comprehensions 2022-11-01 17:51:32.037 686122.0 3.0 567.0
166 164 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 2022-12-11 18:01:45.000 2022-12-11 17:58:01 563.0 6.0 37.0 7.0 69.0 76.0 273.0 43.0 22.0 26 True 17.0 check-manifest conda-forge/check-manifest 11016.0 8336.0 https://pypi.org/project/check-manifest 2022-03-13 10:09:29.000 235234.0 236757.0 https://anaconda.org/conda-forge/check-manifest 2022-12-05 13:13:18.863 74639.0 3.0 2680.0
167 165 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 MIT 2020-01-14 11:27:41.000 2022-12-27 12:55:42.000 2022-10-04 10:09:22 824.0 25.0 13.0 23.0 302.0 225.0 2022-12-28 12:12:07.000 0.28.5 46.0 31.0 26 True 154.0 py2app 829.0 https://pypi.org/project/py2app 2022-05-24 16:02:29.000 16364.0 16364.0 3.0 829.0
168 166 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 2022-12-31 22:28:30.000 2022-12-31 22:06:15 570.0 24.0 40.0 5.0 27.0 46.0 167.0 2023-01-02 18:25:53.338 2.0.0 34.0 10.0 26 True 28.0 releases conda-forge/sphinx-releases ['sphinx'] 883.0 517.0 https://pypi.org/project/releases 2020-01-11 00:29:49.000 9752.0 10600.0 https://anaconda.org/conda-forge/sphinx-releases 2021-10-19 17:29:57.242 47515.0 2.0 366.0
169 167 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 2023-01-11 16:33:01.000 2023-01-11 16:33:01 162.0 17.0 11.0 2.0 47.0 23.0 151.0 2022-12-20 09:31:01.407 0.3.6 20.0 10.0 26 True 6.0 flake8-black conda-forge/flake8-black ['flake8'] 3324.0 3138.0 https://pypi.org/project/flake8-black 2022-05-16 09:20:23.000 691556.0 700681.0 https://anaconda.org/conda-forge/flake8-black 2022-11-21 11:35:51.188 392392.0 3.0 186.0
170 168 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 2145.0 115.0 24.0 221.0 161.0 1750.0 2020-04-28 06:31:17.000 .0.8.3 30.0 37.0 25 False 108.0 dephell 426.0 414.0 https://pypi.org/project/dephell 2020-04-28 06:29:24.000 3058.0 3062.0 3.0 12.0 192.0
171 169 py2exe py2exe/py2exe packaging Create standalone Windows programs from Python code. https://github.com/py2exe/py2exe https://github.com/py2exe/py2exe MIT 2019-03-11 13:16:35.000 2023-01-26 03:01:01.000 2022-12-22 12:56:19 1075.0 11.0 71.0 19.0 31.0 131.0 528.0 2022-11-05 16:32:25.000 0.13.0.0 25.0 16.0 25 True 9.0 py2exe 1827.0 1651.0 https://pypi.org/project/py2exe 2022-07-03 22:09:17.000 14696.0 14948.0 3.0 176.0 11609.0
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 62.0 22.0 85.0 52.0 503.0 2020-11-16 12:36:24.000 0.11.2 21.0 23.0 25 False 45.0 mamba 674.0 556.0 https://pypi.org/project/mamba 2020-11-16 12:35:41.000 10507.0 10507.0 3.0 118.0
173 171 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 2023-01-15 22:00:58.000 2022-07-29 16:12:10 178.0 31.0 5.0 95.0 27.0 444.0 2021-09-10 23:05:20.000 1.5.0 14.0 12.0 25 True 23.0 interrogate 3139.0 3050.0 https://pypi.org/project/interrogate 2021-09-10 23:05:20.000 193470.0 193470.0 3.0 89.0
174 172 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 2023-01-26 02:03:39.000 2022-12-27 20:44:55 370.0 2.0 11.0 5.0 244.0 30.0 281.0 2022-09-20 20:07:10.434 1.4.0 15.0 16.0 25 True 6.0 flake8-eradicate conda-forge/flake8-eradicate ['flake8'] 12708.0 12615.0 https://pypi.org/project/flake8-eradicate 2022-04-26 07:35:19.000 432529.0 432793.0 https://anaconda.org/conda-forge/flake8-eradicate 2022-09-26 17:26:04.280 5553.0 3.0 93.0
175 173 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 2023-01-05 00:12:48.000 2023-01-05 00:12:47 102.0 2.0 204.0 72.0 55.0 46.0 4302.0 2021-01-29 16:48:55.000 0.3.3 16.0 17.0 24 True 30.0 better-exceptions 73.0 https://pypi.org/project/better-exceptions 2021-01-29 16:48:55.000 82958.0 82958.0 3.0 73.0
176 174 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 2023-01-13 02:44:04.339 2022-02-16 05:16:40 168.0 375.0 77.0 41.0 38.0 3955.0 2023-01-13 00:51:15.703 3.23.2 191.0 16.0 24 True 20.0 rebound conda-forge/rebound 41.0 23.0 https://pypi.org/project/rebound 2022-04-25 14:15:09.000 2285.0 5859.0 https://anaconda.org/conda-forge/rebound 2023-01-13 02:44:04.339 242883.0 3.0 18.0 207.0
177 175 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 1576.0 231.0 70.0 116.0 78.0 2117.0 2018-11-01 16:02:57.000 0.42 15.0 22.0 24 False 21.0 python-taint 91.0 79.0 https://pypi.org/project/python-taint 2018-11-01 16:02:04.000 8557.0 8558.0 3.0 12.0 1.0 89.0
178 176 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 2.0 85.0 26.0 113.0 76.0 1542.0 2022-11-02 23:26:19.000 1.0.3 60.0 39.0 24 True 41.0 shiv 12.0 https://pypi.org/project/shiv 2022-01-24 19:17:52.000 11730.0 11738.0 3.0 12.0 357.0
179 177 pynsist takluyver/pynsist packaging Build Windows installers for Python applications. https://github.com/takluyver/pynsist https://github.com/takluyver/pynsist MIT 2014-03-30 19:11:21.000 2022-11-04 09:45:28.000 2022-04-21 14:15:55 556.0 118.0 32.0 90.0 143.0 829.0 2020-07-03 08:11:24.000 2.5.1 22.0 30.0 24 True 29.0 pynsist 205.0 158.0 https://pypi.org/project/pynsist 2022-03-21 11:44:22.000 1939.0 1939.0 3.0 47.0
180 178 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 18.0 71.0 17.0 42.0 31.0 818.0 2021-06-13 08:00:00.000 1.7.0 29.0 20.0 24 True 32.0 portray 197.0 179.0 https://pypi.org/project/portray 2021-06-13 08:00:00.000 9380.0 9380.0 3.0 18.0
181 179 redbaron pycqa/redbaron refactoring Bottom-up approach to refactoring in python. https://github.com/PyCQA/redbaron https://github.com/PyCQA/redbaron LGPL-3.0+ 2014-03-23 05:34:39.000 2022-01-29 21:54:37.000 2021-12-09 03:12:36 1672.0 72.0 26.0 106.0 46.0 654.0 2019-03-17 19:03:54.000 0.9.2 15.0 34.0 24 False 80.0 redbaron 581.0 465.0 https://pypi.org/project/redbaron 2019-03-17 18:59:01.000 32651.0 32651.0 2.0 116.0
182 180 paver paver/paver build-tools Python-based project scripting. https://github.com/paver/paver https://github.com/paver/paver BSD-3-Clause 2010-11-11 09:43:52.000 2021-06-21 14:55:20.000 2021-06-21 14:55:20 534.0 78.0 13.0 84.0 93.0 453.0 2017-12-31 01:13:41.000 1.3.4 28.0 45.0 24 False 38.0 paver conda-forge/paver 961.0 https://pypi.org/project/paver 2017-12-31 01:13:41.000 49076.0 49430.0 https://anaconda.org/conda-forge/paver 2018-07-24 12:48:36.122 26222.0 3.0 961.0
183 181 constructor conda/constructor packaging tool for creating installers from conda packages. https://github.com/conda/constructor https://github.com/conda/constructor BSD-3-Clause 2016-02-12 06:52:50.000 2023-01-26 14:38:54.000 2023-01-26 12:04:21 1073.0 32.0 155.0 31.0 339.0 270.0 394.0 2023-01-20 17:00:13.000 3.4.1 39.0 62.0 24 True 25.0 constructor 13.0 13.0 114.0 https://anaconda.org/anaconda/constructor 2023-01-22 12:26:08.006 9087.0 3.0 227.0
184 182 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 57.0 9.0 171.0 23.0 194.0 2021-02-16 16:47:31.000 0.2.23 26.0 44.0 24 False 39.0 data-science-types conda-forge/data-science-types 314.0 306.0 https://pypi.org/project/data-science-types 2021-02-16 16:45:03.000 68255.0 68518.0 https://anaconda.org/conda-forge/data-science-types 2021-02-16 21:31:02.632 6597.0 3.0 8.0 wearepal/data-science-types
185 183 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 2023-01-13 20:55:04.000 2022-11-01 18:05:31 820.0 11.0 8.0 5.0 98.0 24.0 173.0 2022-09-05 17:42:22.786 1.1.0 66.0 8.0 24 True 18.0 xdoctest conda-forge/xdoctest 85.0 https://pypi.org/project/xdoctest 2022-03-25 19:19:03.000 98760.0 101443.0 https://anaconda.org/conda-forge/xdoctest 2022-09-06 14:20:03.783 93923.0 3.0 85.0 conda-forge/xdoctest
186 184 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 2022-12-30 03:08:42.000 2022-12-30 03:08:42 470.0 9.0 35.0 11.0 54.0 55.0 146.0 2022-11-07 21:57:22.231 0.9.28 28.0 23.0 24 True 5.0 asteval conda-forge/asteval 166.0 https://pypi.org/project/asteval 2022-05-24 15:52:50.000 182117.0 185343.0 https://anaconda.org/conda-forge/asteval 2022-12-09 19:06:10.648 242002.0 3.0 166.0
187 185 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 MIT 2015-12-16 09:25:13.000 2021-10-13 19:25:52.000 2021-10-13 19:25:45 176.0 25.0 3.0 38.0 26.0 128.0 2021-10-13 19:25:39.000 2.1.0 20.0 12.0 24 False 5.0 flake8-commas ['flake8'] 13277.0 12943.0 https://pypi.org/project/flake8-commas 2021-10-13 19:25:39.000 318490.0 318490.0 3.0 334.0
188 186 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 07:43:03 620.0 171.0 72.0 32.0 57.0 3880.0 2018-06-24 14:16:36.000 0.37.6 24.0 17.0 23 True 27.0 vprof 120.0 104.0 https://pypi.org/project/vprof 2020-02-29 13:31:59.000 4263.0 4263.0 3.0 16.0
189 187 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 1.0 90.0 31.0 75.0 34.0 1445.0 2020-09-17 01:55:39.000 0.9.0 8.0 27.0 23 True 46.0 bowler conda-forge/bowler 7.0 https://pypi.org/project/bowler 2020-09-17 01:55:39.000 85508.0 85804.0 https://anaconda.org/conda-forge/bowler 2019-06-12 18:37:14.246 14814.0 3.0 7.0
190 188 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 2023-01-19 05:12:52.000 2023-01-19 05:12:11 803.0 1.0 56.0 24.0 82.0 58.0 1034.0 2022-10-20 05:13:01.074 1.24.0 50.0 22.0 23 True 30.0 wily 10.0 https://pypi.org/project/wily 2022-05-18 06:32:16.000 11005.0 11005.0 3.0 10.0
191 189 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 8.0 29.0 16.0 16.0 26.0 885.0 2022-12-22 13:51:11.775 0.4.3 14.0 22.0 23 True 19.0 snoop conda-forge/snoop 13.0 https://pypi.org/project/snoop 2021-11-11 16:57:18.000 31833.0 31994.0 https://anaconda.org/conda-forge/snoop 2022-12-22 20:22:27.544 2420.0 3.0 13.0
192 190 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 2022-11-03 10:04:57.000 2022-11-03 10:04:57 807.0 2.0 66.0 22.0 111.0 59.0 495.0 2019-05-28 06:37:19.000 1.7.0 12.0 62.0 23 True 45.0 pytest-virtualenv conda-forge/pytest-shutil 63.0 https://pypi.org/project/pytest-virtualenv 2019-05-28 06:37:19.000 22824.0 23432.0 https://anaconda.org/conda-forge/pytest-shutil 2021-10-18 17:46:27.844 32873.0 3.0 63.0
193 191 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 2023-01-21 11:07:27.000 2023-01-21 11:04:39 303.0 25.0 35.0 5.0 154.0 53.0 468.0 2023-01-16 10:50:01.873 1.13.0 23.0 16.0 23 True 7.0 blacken-docs conda-forge/blacken-docs 19.0 https://pypi.org/project/blacken-docs 2022-01-30 16:42:02.000 52189.0 53057.0 https://anaconda.org/conda-forge/blacken-docs 2023-01-16 15:42:33.233 26062.0 3.0 19.0 adamchainz/blacken-docs
194 192 Fixit Instagram/Fixit linters Fixit is a Python Lint Framework based on LibCST. It comes with useful default lint rules for coding convention,.. https://github.com/Instagram/Fixit https://github.com/Instagram/Fixit MIT 2020-02-20 19:09:01.000 2023-01-24 20:03:39.000 2023-01-24 20:03:39 217.0 13.0 44.0 19.0 194.0 33.0 368.0 2021-07-31 16:17:24.000 0.1.4 6.0 31.0 23 True 32.0 fixit 33.0 31.0 https://pypi.org/project/fixit 2021-07-30 20:35:02.000 17795.0 17795.0 3.0 2.0
195 193 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 2022-07-24 17:43:46.000 2022-07-24 17:34:17 72.0 25.0 7.0 12.0 44.0 287.0 2022-07-24 17:45:31.955 2.8.0 21.0 5.0 23 True 10.0 mkdocs-awesome-pages-plugin ['mkdocs'] 1687.0 1609.0 https://pypi.org/project/mkdocs-awesome-pages-plugin 2022-02-12 20:34:18.000 88133.0 88133.0 3.0 78.0
196 194 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 52.0 13.0 100.0 30.0 279.0 2021-12-09 03:33:32.000 0.10.1 21.0 33.0 23 False 46.0 baron 313.0 254.0 https://pypi.org/project/baron 2021-12-09 03:33:32.000 32786.0 32786.0 3.0 59.0
197 195 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 53.0 8.0 49.0 43.0 204.0 2021-07-03 02:09:02.000 0.9.3 28.0 6.0 23 False 52.0 mkdocs-with-pdf ['mkdocs'] 222.0 222.0 https://pypi.org/project/mkdocs-with-pdf 2021-07-03 02:04:39.000 18317.0 18317.0 3.0
198 196 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 2023-01-16 21:32:58.000 2022-10-31 20:25:04 110.0 2.0 22.0 6.0 37.0 12.0 194.0 2022-10-25 11:19:00.465 1.4.1 10.0 10.0 23 True 8.0 pytest-datadir conda-forge/pytest-datadir ['pytest'] 891.0 803.0 https://pypi.org/project/pytest-datadir 2019-10-22 13:04:22.000 138267.0 140412.0 https://anaconda.org/conda-forge/pytest-datadir 2022-10-25 16:50:34.913 160949.0 3.0 88.0
199 197 eradicate myint/eradicate refactoring Removes commented-out code from Python files. https://github.com/myint/eradicate https://github.com/myint/eradicate Saxpath 2012-12-23 04:39:48.000 2023-01-06 08:45:01.000 2023-01-06 08:45:01 174.0 2.0 23.0 4.0 19.0 15.0 149.0 2022-04-06 09:48:46.000 2.1.0 17.0 11.0 23 False 5.0 eradicate conda-forge/eradicate 12183.0 12092.0 https://pypi.org/project/eradicate 2022-04-06 09:47:11.000 404715.0 404893.0 https://anaconda.org/conda-forge/eradicate 2022-04-13 14:13:20.049 3740.0 3.0 91.0
200 198 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 80.0 28.0 10.0 38.0 2604.0 2021-11-24 14:32:07.000 1.2.25 48.0 5.0 22 False 5.0 pretty_errors conda-forge/pretty_errors 45.0 https://pypi.org/project/pretty_errors 2021-11-24 14:32:07.000 25480.0 25839.0 https://anaconda.org/conda-forge/pretty_errors 2021-11-27 17:41:04.999 9355.0 3.0 45.0
201 199 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 19:59:49 222.0 143.0 16.0 65.0 28.0 809.0 2018-07-25 01:42:48.000 0.6.0 11.0 36.0 22 False 29.0 pycco 391.0 278.0 https://pypi.org/project/pycco 2018-07-25 01:42:48.000 1777.0 1777.0 3.0 113.0
202 200 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 2022-11-01 09:27:31.603 2022-10-29 23:23:34 1055.0 4.0 41.0 14.0 21.0 52.0 710.0 2022-09-27 22:33:15.252 3.5.1 51.0 9.0 22 True 39.0 hunter conda-forge/hunter 130.0 109.0 https://pypi.org/project/hunter 2021-12-15 20:36:30.000 5387.0 6854.0 https://anaconda.org/conda-forge/hunter 2022-11-01 09:27:31.603 26411.0 3.0 21.0
203 201 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 2023-01-25 07:12:49.000 2022-09-14 15:18:11 71.0 57.0 8.0 52.0 33.0 328.0 2022-09-19 22:54:45.987 1.0.1 20.0 16.0 22 True 14.0 pytest-docker ['pytest'] 33.0 https://pypi.org/project/pytest-docker 2022-04-09 19:10:43.000 115866.0 115868.0 3.0 33.0 88.0
204 202 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 2023-01-24 00:03:39.000 2022-10-11 00:53:47 704.0 20.0 4.0 388.0 77.0 317.0 2022-03-27 17:47:46.000 0.32.0 48.0 15.0 22 True 44.0 nitpick ['flake8'] 278.0 274.0 https://pypi.org/project/nitpick 2022-03-27 17:47:42.000 11336.0 11336.0 3.0 4.0 4.0
205 203 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 7.0 21.0 21.0 305.0 2020-02-01 18:04:00.000 0.6.3 12.0 9.0 22 True 17.0 pytest-lazy-fixture conda-forge/pytest-lazy-fixture ['pytest'] 1183.0 1129.0 https://pypi.org/project/pytest-lazy-fixture 2020-02-01 18:04:00.000 402732.0 408724.0 https://anaconda.org/conda-forge/pytest-lazy-fixture 2020-02-01 18:49:47.818 413478.0 3.0 54.0
206 204 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 2022-12-29 21:19:01.000 2022-12-29 21:19:00 397.0 23.0 20.0 5.0 169.0 48.0 269.0 2022-12-12 20:13:01.220 2.4.0 36.0 11.0 22 True add-trailing-comma 14.0 https://pypi.org/project/add-trailing-comma 2022-04-17 13:58:01.000 20304.0 20304.0 3.0 14.0
207 205 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 40.0 19.0 31.0 46.0 268.0 2021-10-05 01:33:27.000 0.5.10 24.0 11.0 22 False 41.0 mkdocs-pdf-export-plugin ['mkdocs'] 318.0 314.0 https://pypi.org/project/mkdocs-pdf-export-plugin 2021-10-05 01:33:27.000 23774.0 23774.0 3.0 4.0
208 206 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 27.0 219.0 2021-09-03 15:34:36.000 0.8.0 21.0 9.0 22 True 8.0 xenon conda-forge/xenon 547.0 478.0 https://pypi.org/project/xenon 2022-02-24 08:21:17.000 92955.0 93252.0 https://anaconda.org/conda-forge/xenon 2019-10-12 20:39:43.883 18723.0 3.0 69.0
209 207 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 2023-01-23 22:21:55.000 2023-01-23 22:21:55 512.0 63.0 19.0 4.0 27.0 85.0 130.0 2023-01-19 21:50:02.721 0.25.4 53.0 14.0 22 True 15.0 griffe conda-forge/griffe 3.0 https://pypi.org/project/griffe 2022-06-28 19:00:12.000 194304.0 201809.0 https://anaconda.org/conda-forge/griffe 2023-01-20 01:49:41.108 75058.0 3.0 3.0
210 208 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 2023-01-22 20:25:11.000 2022-10-18 17:37:46 493.0 347.0 75.0 124.0 206.0 5333.0 2023-01-05 02:10:22.000 1.2.0 8.0 54.0 21 True 120.0 3.0
211 209 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 20.0 2991.0 2017-06-28 06:10:16.000 0.1.3 4.0 18.0 21 False 17.0 profiling 57.0 52.0 https://pypi.org/project/profiling 2021-12-15 15:24:47.133 6074.0 6074.0 3.0 5.0
212 210 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 2021-06-04 01:31:20.000 2017-03-13 17:42:17 340.0 197.0 60.0 44.0 16.0 2656.0 13.0 20.0 21 False 39.0 pyrasite 47.0 41.0 https://pypi.org/project/pyrasite 2012-05-09 19:11:33.000 29689.0 29689.0 3.0 6.0
213 211 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 00:32:16 828.0 186.0 73.0 170.0 125.0 1746.0 2017-11-22 14:27:35.000 2.7.0 37.0 56.0 21 False 88.0 sixpack 14.0 10.0 https://pypi.org/project/sixpack 2017-11-22 14:27:35.000 143.0 143.0 3.0 4.0
214 212 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 54.0 27.0 63.0 33.0 1368.0 2019-09-16 15:37:03.000 1.2.0 9.0 17.0 21 False 26.0 pyannotate 114.0 96.0 https://pypi.org/project/pyannotate 2019-09-16 15:37:03.000 4402.0 4402.0 3.0 18.0
215 213 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 2022-04-18 07:11:37.000 2022-03-11 18:31:51 368.0 41.0 22.0 53.0 72.0 1212.0 2021-07-02 13:17:04.000 0.3.1 26.0 28.0 21 True 58.0 pyflow 42.0 41.0 https://pypi.org/project/pyflow 2021-07-02 13:17:04.000 143.0 263.0 3.0 1.0 4951.0
216 214 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 15.0 96.0 2022-08-29 14:28:51.025 4.1.1 13.0 12.0 21 True 11.0 flake8-bandit ['flake8'] 141.0 https://pypi.org/project/flake8-bandit 2022-03-11 03:32:21.000 474562.0 474562.0 3.0 141.0
217 215 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 33.0 4.0 4.0 1590.0 2021-11-13 14:58:19.000 0.2.2 4.0 3.0 20 False 5.0 heartrate conda-forge/heartrate 51.0 48.0 https://pypi.org/project/heartrate 2021-11-13 14:58:19.000 1067.0 1168.0 https://anaconda.org/conda-forge/heartrate 2021-11-13 17:38:32.433 1930.0 3.0 3.0
218 216 xar facebookincubator/xar packaging executable archive format. https://github.com/facebookincubator/xar https://github.com/facebookincubator/xar BSD-3-Clause 2017-06-29 18:15:26.000 2022-11-30 02:55:03.000 2022-11-18 15:26:38 97.0 1.0 51.0 40.0 22.0 25.0 1520.0 2020-12-02 20:41:20.000 20.12.2 3.0 38.0 20 True 8.0 xar 23.0 23.0 https://pypi.org/project/xar 2020-12-02 20:41:20.000 398.0 398.0 3.0
219 217 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 2023-01-20 15:42:40.000 2023-01-19 17:29:43 325.0 9.0 41.0 17.0 71.0 109.0 620.0 2023-01-19 17:39:06.662 1.4.5 67.0 19.0 20 True 29.0 pytest-testmon conda-forge/pytest-testmon ['pytest'] https://pypi.org/project/pytest-testmon 2022-10-30 18:41:02.000 101697.0 102332.0 https://anaconda.org/conda-forge/pytest-testmon 2019-08-03 00:17:17.063 37497.0 3.0
220 218 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 20 False assertpy conda-forge/assertpy 99.0 https://pypi.org/project/assertpy 2020-07-19 14:39:02.000 514668.0 514964.0 https://anaconda.org/conda-forge/assertpy 2020-07-19 15:23:26.710 18377.0 3.0 99.0
221 219 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 3.0 20.0 9.0 44.0 15.0 334.0 2021-12-15 14:34:12.182 0.0.1 23.0 11.0 20 True 6.0 manhole conda-forge/manhole 159.0 121.0 https://pypi.org/project/manhole 2021-04-08 20:14:54.000 25465.0 26047.0 https://anaconda.org/conda-forge/manhole 2022-11-02 02:11:21.465 10485.0 3.0 38.0
222 220 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 2022-08-05 12:40:27.000 2022-02-09 02:49:51 186.0 16.0 6.0 70.0 30.0 149.0 2022-02-09 03:17:52.000 0.2.3 7.0 12.0 20 True 19.0 pandas-vet conda-forge/pandas-vet ['flake8'] 161.0 152.0 https://pypi.org/project/pandas-vet 2022-02-09 02:48:57.000 50444.0 50750.0 https://anaconda.org/conda-forge/pandas-vet 2022-02-10 13:58:38.706 13752.0 3.0 9.0 47.0
223 221 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 38.0 6.0 25.0 16.0 146.0 2022-01-08 15:31:25.000 0.5.5 23.0 17.0 20 True 24.0 sphinx-markdown-builder ['sphinx'] 372.0 313.0 https://pypi.org/project/sphinx-markdown-builder 2022-01-08 15:31:25.000 27029.0 27029.0 3.0 59.0
224 222 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 2023-01-25 21:03:59.000 2022-09-24 16:28:14 224.0 14.0 2.0 15.0 18.0 131.0 2022-08-09 19:17:19.574 0.13.0 15.0 14.0 20 True 26.0 dlint conda-forge/dlint 45.0 https://pypi.org/project/dlint 2021-10-27 13:15:42.000 188651.0 188770.0 https://anaconda.org/conda-forge/dlint 2022-08-10 17:05:19.047 1677.0 3.0 45.0
225 223 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 19.0 5.0 14.0 3.0 112.0 2019-12-31 16:44:58.000 0.2.1 10.0 14.0 20 False 9.0 dodgy conda-forge/dodgy 2445.0 2162.0 https://pypi.org/project/dodgy 2019-12-31 16:44:58.000 405910.0 406527.0 https://anaconda.org/conda-forge/dodgy 2020-06-10 17:10:06.579 47515.0 3.0 283.0
226 224 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 2023-01-23 01:03:49.000 2023-01-23 01:03:28 695.0 102.0 13.0 6.0 16.0 52.0 80.0 2023-01-23 01:18:02.345 10.0.5 44.0 14.0 20 True 2.0 pip-run 3.0 https://pypi.org/project/pip-run 2022-07-06 00:51:42.000 4246.0 4246.0 3.0 3.0
227 225 reloadium reloadware/reloadium debugging Advanced Hot Reloading & Profiling for Python. https://github.com/reloadware/reloadium https://github.com/reloadware/reloadium Apache-2.0 2022-01-15 03:01:41.000 2023-01-25 16:57:36.000 2023-01-25 09:18:31 41.0 5.0 32.0 25.0 18.0 55.0 2064.0 2023-01-25 23:37:00.472 0.9.10 35.0 2.0 19 True 7.0 reloadium https://pypi.org/project/reloadium 2022-06-15 13:58:40.000 2431.0 2431.0 3.0
228 226 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 43.0 48.0 34.0 1534.0 2021-11-11 16:04:25.000 0.9.3 39.0 10.0 19 True 20.0 birdseye 4.0 https://pypi.org/project/birdseye 2022-05-18 12:08:29.000 1067.0 1067.0 3.0 4.0
229 227 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 34.0 4.0 68.0 232.0 2021-01-11 18:40:32.000 0.9.0 28.0 16.0 19 False 4.0 flakehell ['flake8'] 12.0 https://pypi.org/project/flakehell 2021-01-11 18:40:32.000 22992.0 22993.0 3.0 12.0 58.0
230 228 unimport hakancelik96/unimport refactoring A linter, formatter for finding and removing unused import statements. https://github.com/hakancelikdev/unimport https://github.com/hakancelikdev/unimport MIT 2019-09-08 09:49:24.000 2023-01-24 22:34:42.000 2022-12-04 19:34:31 462.0 4.0 19.0 4.0 167.0 85.0 184.0 2022-12-04 19:30:00.808 0.12.3 46.0 14.0 19 True 15.0 unimport https://pypi.org/project/unimport 2022-01-29 20:05:35.000 8229.0 8229.0 3.0 hakancelikdev/unimport
231 229 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 2022-12-09 05:26:08.000 2022-05-19 03:25:57 154.0 25.0 6.0 25.0 16.0 124.0 2021-07-27 09:00:22.000 0.4.8 18.0 9.0 19 True 9.0 lazydocs 122.0 103.0 https://pypi.org/project/lazydocs 2021-07-27 08:05:42.000 4515.0 4515.0 3.0 19.0
232 230 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 3.0 103.0 2017-08-31 23:17:01.000 17.8.0 6.0 8.0 19 False 19.0 flake8-mypy ['flake8'] 1108.0 998.0 https://pypi.org/project/flake8-mypy 2017-08-31 23:17:01.000 33819.0 33819.0 3.0 110.0
233 231 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 3.0 80.0 2013-06-22 15:34:37.000 0.1.5 10.0 5.0 19 False 10.0 unify conda-forge/unify 759.0 723.0 https://pypi.org/project/unify 2019-08-07 13:46:09.000 82931.0 82984.0 https://anaconda.org/conda-forge/unify 2021-06-29 19:32:02.475 1009.0 3.0 36.0
234 232 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 5.0 11.0 3.0 7.0 67.0 68.0 2022-06-01 11:12:02.000 2.3.4 39.0 4.0 19 True 6.0 mkdocs-print-site-plugin ['mkdocs'] 136.0 133.0 https://pypi.org/project/mkdocs-print-site-plugin 2022-06-01 11:12:02.000 6486.0 6486.0 3.0 3.0
235 233 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 9.0 4.0 8.0 6.0 62.0 5.0 7.0 19 True 5.0 pylint-flask conda-forge/pylint-flask ['pylint'] 7347.0 6992.0 https://pypi.org/project/pylint-flask 2019-01-30 19:26:02.000 264765.0 265763.0 https://anaconda.org/conda-forge/pylint-flask 2019-02-02 18:28:49.934 76884.0 3.0 355.0
236 234 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 2022-03-08 14:43:42.000 2022-03-08 14:42:57 26.0 6.0 5.0 8.0 9.0 48.0 2022-03-08 14:43:59.000 0.3.2 9.0 7.0 19 False 4.0 mkdocs-git-revision-date-plugin ['mkdocs'] 881.0 858.0 https://pypi.org/project/mkdocs-git-revision-date-plugin 2022-03-08 14:42:31.000 32866.0 32866.0 3.0 23.0
237 235 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 33.0 2.0 45.0 80.0 46.0 2022-03-07 18:48:43.000 0.16.1 26.0 23.0 19 False 17.0 pytkdocs conda-forge/pytkdocs 8.0 https://pypi.org/project/pytkdocs 2022-03-07 18:48:43.000 101898.0 104521.0 https://anaconda.org/conda-forge/pytkdocs 2022-03-08 15:08:30.099 70841.0 3.0 8.0
238 236 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 2021-12-15 15:44:18.935 2019-11-25 09:19:00 242.0 120.0 67.0 29.0 15.0 2171.0 2021-12-15 15:44:45.608 0.1.0 23.0 18.0 18 False 7.0 fake2db 23.0 22.0 https://pypi.org/project/fake2db 2018-02-09 15:43:23.000 198.0 198.0 3.0 1.0
239 237 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 9.0 741.0 2018-12-06 03:59:34.000 0.0.6 6.0 5.0 18 False 5.0 py-heat 54.0 48.0 https://pypi.org/project/py-heat 2018-12-06 03:59:34.000 1994.0 1994.0 3.0 6.0
240 238 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 40.0 374.0 2019-05-10 19:21:38.000 0.0.19 18.0 3.0 18 False 2.0 vex 36.0 26.0 https://pypi.org/project/vex 2019-05-10 19:21:38.000 444.0 444.0 3.0 10.0
241 239 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 13.0 155.0 2018-06-24 06:23:48.000 0.8.2 7.0 10.0 18 False 6.0 pynt 115.0 87.0 https://pypi.org/project/pynt 2018-06-24 06:23:48.000 14395.0 14395.0 3.0 28.0
242 240 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 2022-11-19 14:50:00.000 2022-11-19 14:50:00 127.0 1.0 12.0 5.0 62.0 70.0 139.0 2022-07-28 16:34:01.302 0.19.3 36.0 11.0 18 True 34.0 flake8-simplify conda-forge/flake8-simplify 41.0 https://pypi.org/project/flake8-simplify 2022-03-29 09:52:25.000 317401.0 318207.0 https://anaconda.org/conda-forge/flake8-simplify 2022-07-29 02:33:31.286 20151.0 3.0 41.0
243 241 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 3.0 89.0 2014-09-07 13:57:37.000 0.5.7 23.0 3.0 18 False 4.0 pyformat 230.0 205.0 https://pypi.org/project/pyformat 2017-01-04 02:31:11.000 9508.0 9508.0 3.0 25.0
244 242 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 2023-01-03 15:31:24.000 2023-01-03 15:31:24 422.0 3.0 173.0 43.0 153.0 171.0 1550.0 60.0 17 True 30.0 3.0
245 243 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 2022-11-28 16:00:12.815 2022-11-28 10:39:26 113.0 4.0 31.0 8.0 72.0 38.0 644.0 2022-11-28 11:06:21.000 0.10.0 14.0 10.0 17 True 9.0 python-devtools conda-forge/python-devtools 1.0 https://pypi.org/project/python-devtools 2017-08-21 10:32:25.000 421.0 938.0 https://anaconda.org/conda-forge/python-devtools 2022-11-28 16:00:12.815 10868.0 3.0 1.0
246 244 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 36.0 7.0 67.0 26.0 221.0 2022-02-20 06:09:19.000 2.0.0 10.0 17.0 17 True 20.0 imhotep 16.0 11.0 https://pypi.org/project/imhotep 2022-02-20 06:09:19.000 28.0 28.0 3.0 5.0
247 245 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 22.0 38.0 2021-02-11 10:24:35.000 0.4.0 6.0 5.0 17 False 3.0 mkdocs-versioning ['mkdocs'] 49.0 49.0 https://pypi.org/project/mkdocs-versioning 2021-02-11 10:24:35.000 1611.0 1611.0 3.0
248 246 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 12.0 4.0 18.0 13.0 366.0 2018-12-14 18:07:29.000 0.3.1 12.0 12.0 16 False 7.0 tbvaccine 10.0 10.0 https://pypi.org/project/tbvaccine 2018-12-14 18:07:29.000 2135.0 2135.0 3.0
249 247 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 6.0 251.0 2020-11-27 21:20:22.000 0.3.1 11.0 5.0 16 False 8.0 bellybutton 32.0 31.0 https://pypi.org/project/bellybutton 2020-11-27 21:20:22.000 3152.0 3152.0 3.0 1.0
250 248 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 8.0 62.0 24.0 68.0 2019-06-12 11:59:29.000 2.3.1 23.0 3.0 16 False 5.0 pytest-play ['pytest'] 31.0 21.0 https://pypi.org/project/pytest-play 2019-06-12 11:59:29.000 229.0 229.0 3.0 10.0
251 249 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 2023-01-09 14:08:19.000 2022-11-25 19:53:21 524.0 8.0 20.0 2.0 199.0 30.0 64.0 2022-11-14 20:45:36.155 1.3.2 38.0 13.0 16 True 5.0 autoimport 3.0 https://pypi.org/project/autoimport 2022-02-16 17:35:44.000 6974.0 6974.0 3.0 3.0
252 250 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 2023-01-04 23:47:50.000 2023-01-04 23:47:50 142.0 2.0 375.0 74.0 57.0 71.0 3533.0 37.0 15 True 5.0 3.0
253 251 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 19.0 5.0 6.0 2.0 315.0 2017-02-13 18:07:58.000 0.0.8 8.0 2.0 15 False 15.0 pycycle 72.0 65.0 https://pypi.org/project/pycycle 2017-02-13 18:07:58.000 3447.0 3447.0 3.0 7.0
254 252 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 4.0 28.0 15.0 131.0 2022-08-14 07:10:00.969 22.8.0 12.0 9.0 15 True retype conda-forge/retype 18.0 https://pypi.org/project/retype 2021-12-29 00:30:49.000 537.0 882.0 https://anaconda.org/conda-forge/retype 2022-08-15 09:53:04.970 20707.0 3.0 18.0
255 253 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 2022-07-19 17:05:39.000 2022-07-19 17:05:39 38.0 9.0 5.0 28.0 18.0 127.0 2021-08-21 09:01:26.000 0.3.0 3.0 5.0 15 True 7.0 com2ann 32.0 31.0 https://pypi.org/project/com2ann 2021-08-21 09:01:26.000 6136.0 6136.0 3.0 1.0
256 254 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 5.0 7.0 12.0 117.0 2014-10-24 20:36:57.000 0.0.13 13.0 6.0 15 False 6.0 pep8ify 58.0 39.0 https://pypi.org/project/pep8ify 2014-10-24 20:36:57.000 107.0 107.0 3.0 19.0
257 255 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 5.0 106.0 2020-12-23 02:19:02.000 0.69.1 15.0 8.0 15 False 3.0 massedit 6.0 https://pypi.org/project/massedit 2020-12-23 02:12:33.000 2957.0 2957.0 3.0 6.0 17.0
258 256 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 8.0 4.0 34.0 3.0 19.0 2021-11-17 16:59:34.000 0.6.18 40.0 5.0 15 True universal-build 16.0 11.0 https://pypi.org/project/universal-build 2020-12-12 13:21:08.000 168.0 168.0 3.0 5.0 16.0
259 257 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 2022-12-27 16:16:29.000 2021-11-15 05:05:03 193.0 5.0 2.0 135.0 11.0 13.0 2021-11-15 05:07:43.000 3.1.0 28.0 4.0 15 False 1.0 yala ['flake8', 'pylint'] 57.0 47.0 https://pypi.org/project/yala 2021-11-15 05:05:38.000 754.0 754.0 3.0 10.0
260 258 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 2023-01-25 19:03:51.000 2022-11-06 20:48:39 188.0 3.0 3.0 1.0 137.0 3.0 153.0 2022-11-06 21:28:09.190 3.0.2 43.0 3.0 14 True 1.0 freshenv raiyanyahya/freshenv https://pypi.org/project/freshenv 2022-05-25 20:24:40.000 93.0 93.0 https://anaconda.org/raiyanyahya/freshenv 3.0
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 2.0 67.0 20.0 75.0 30.0 552.0 2019-05-14 20:14:05.000 2.0.0 5.0 16.0 13 True 33.0 3.0
262 260 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 2021-11-09 19:51:22.570 2019-08-05 17:14:01 78.0 3.0 9.0 1.0 11.0 180.0 2019-07-10 16:08:05.000 1.0.0 9.0 2.0 13 False 4.0 cohesion conda-forge/cohesion 7.0 https://pypi.org/project/cohesion 2019-07-10 16:08:05.000 2661.0 2731.0 https://anaconda.org/conda-forge/cohesion 2021-11-09 19:51:22.570 981.0 3.0 7.0
263 261 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 12.0 4.0 21.0 10.0 132.0 2018-11-08 03:05:43.000 0.7.1 25.0 5.0 13 False 7.0 pipenv-pipes https://pypi.org/project/pipenv-pipes 2018-11-08 03:05:43.000 101.0 101.0 3.0
264 262 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 20.0 166.0 77.0 4.0 15.0 2463.0 3.0 12 False 10.0 3.0
265 263 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 2022-12-13 04:09:03.000 2022-12-13 04:09:02 54.0 1.0 21.0 20.0 61.0 1.0 185.0 2018-12-12 19:47:05.000 0.7.0 10.0 18.0 11 True 8.0 linty-fresh ['flake8', 'mypy'] https://pypi.org/project/linty-fresh 2018-12-12 19:47:05.000 18.0 18.0 3.0
266 264 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 2022-10-18 21:21:43.000 2021-06-09 04:33:22 279.0 2.0 3.0 4.0 30.0 2021-06-09 04:34:00.000 0.1.5 17.0 1.0 10 False 5.0 pyship https://pypi.org/project/pyship 2021-06-09 04:34:00.000 45.0 45.0 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._ _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/tox-dev/tox">tox</a></b> (🥇41 · 3.1K · 📈) - Command line driven CI frontend and development task automation tool. <code><a href="http://bit.ly/34MBwT8">MIT</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/pypa/setuptools">setuptools</a></b> (🥇45 · 1.9K · 📈) - Official project repository for the Setuptools build system. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/Nuitka/Nuitka">Nuitka</a></b> (🥈37 · 8.1K · 📈) - Nuitka is a Python compiler written in Python. Its fully.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> - <b><a href="https://github.com/mkdocstrings/mkdocstrings">mkdocstrings</a></b> (🥈31 · 1.1K · 📈) - Automatic documentation from sources, for MkDocs. <code><a href="http://bit.ly/3hkKRql">ISC</a></code> <code><img src="https://squidfunk.github.io/mkdocs-material/assets/favicon.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/bndr/pipreqs">pipreqs</a></b> (🥉31 · 4.8K · 📈) - pipreqs - Generate pip requirements.txt file based on imports of.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> - <b><a href="https://github.com/eliben/pyelftools">pyelftools</a></b> (🥈29 · 1.6K · 📈) - Parsing ELF and DWARF in Python. <code><a href="http://bit.ly/3rvuUlR">Unlicense</a></code>
- <b><a href="https://github.com/jazzband/prettytable">prettytable</a></b> (🥉31 · 930 · 📈) - Display tabular data in a visually appealing ASCII.. <code><a href="https://tldrlegal.com/search?q=BSD-1-Clause">BSD-1-Clause</a></code> - <b><a href="https://github.com/cknd/stackprinter">stackprinter</a></b> (🥉27 · 1.2K · 📈) - Debugging-friendly exceptions for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/adamchainz/blacken-docs">blacken-docs</a></b> (🥉23 · 470 · 📈) - Run `black` on python code blocks in documentation files. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> - <b><a href="https://github.com/python-security/pyt">pyt</a></b> (🥉24 · 2.1K · 💀) - A Static Analysis Tool for Detecting Security Vulnerabilities in.. <code><a href="http://bit.ly/2KucAZR">GPL-2.0</a></code>
## 📉 Trending Down ## 📉 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._ _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/giampaolo/psutil">psutil</a></b> (🥇44 · 9K · 📉) - Cross-platform lib for process and system monitoring in Python. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> - <b><a href="https://github.com/pytest-dev/pytest-cov">pytest-cov</a></b> (🥇35 · 1.4K · 📉) - Coverage plugin for pytest. <code><a href="http://bit.ly/34MBwT8">MIT</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/PyCQA/pylint">pylint</a></b> (🥇41 · 4.4K · 📉) - Its not just a linter that annoys you!. <code><a href="http://bit.ly/2KucAZR">GPL-2.0</a></code> - <b><a href="https://github.com/pytest-dev/pytest-xdist">pytest-xdist</a></b> (🥈34 · 1.1K · 📉) - pytest plugin for distributed testing and loop-on-.. <code><a href="http://bit.ly/34MBwT8">MIT</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/mkdocs/mkdocs">mkdocs</a></b> (🥇40 · 16K · 📉) - Project documentation with Markdown. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code> <code><img src="https://squidfunk.github.io/mkdocs-material/assets/favicon.png" style="display:inline;" width="13" height="13"></code> - <b><a href="https://github.com/wolph/python-progressbar">progressbar2</a></b> (🥈34 · 800 · 📉) - Progressbar 2 - A progress bar for Python 2 and Python 3 -.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/wemake-services/wemake-python-styleguide">wemake-python-styleguide</a></b> (🥈34 · 2.1K · 📉) - The strictest and most opinionated python linter ever!. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> - <b><a href="https://github.com/numpy/numpydoc">numpydoc</a></b> (🥈33 · 22K · 📉) - Numpys Sphinx extensions. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://www.sphinx-doc.org/en/master/_static/favicon.svg" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/inducer/pudb">pudb</a></b> (🥇33 · 2.6K · 📉) - Full-screen console debugger for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> - <b><a href="https://github.com/madzak/python-json-logger">python-json-logger</a></b> (🥈33 · 1.4K · 📉) - Json Formatter for the standard python logger. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code>