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Update best-of list for version 2021.03.25

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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/PyCQA/flake8">flake8</a></b> (🥇36 · ⭐ 1.1K · 📈) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/mkdocs/mkdocs">mkdocs</a></b> (🥇34 · ⭐ 12K · 📈) - 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/PyCQA/pycodestyle">pycodestyle</a></b> (🥇34 · ⭐ 4.3K · 📈) - Simple Python style checker in one Python file. <code><a href="https://tldrlegal.com/search?q=Saxpath">❗️Saxpath</a></code>
- <b><a href="https://github.com/PyCQA/pydocstyle">pydocstyle</a></b> (🥈30 · ⭐ 750 · 📈) - docstring style checker. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/ionelmc/python-manhole">python-manhole</a></b> (🥉21 · ⭐ 310 · 📈) - Debugging manhole for python applications. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code>
## 📉 Trending Down
_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
- <b><a href="https://github.com/PyCQA/isort">isort</a></b> (🥈33 · ⭐ 3.8K · 📉) - A Python utility / library to sort imports. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/pypa/setuptools_scm">setuptools_scm</a></b> (🥉26 · ⭐ 440 · 📉) - the blessed package to manage your versions by scm tags. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/pyenv/pyenv">pyenv</a></b> (🥈25 · ⭐ 23K · 📉) - Simple Python version management. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/pantsbuild/pex">pex</a></b> (🥈25 · ⭐ 1.8K · 📉) - A library and tool for generating .pex (Python EXecutable) files. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/alexmojaki/birdseye">Birdseye</a></b> (🥉18 · ⭐ 1.4K · 📉) - Graphical Python debugger which lets you easily view the values of.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>

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,name,homepage,resource,description,category,projectrank,show,github_id,github_url,license,created_at,updated_at,last_commit_pushed_at,fork_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,contributor_count,conda_id,pypi_id,open_issue_count,commit_count,dependent_project_count,github_dependent_project_count,pypi_url,pypi_latest_release_published_at,pypi_dependent_project_count,pypi_monthly_downloads,monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,labels,github_release_downloads,trending,updated_github_id,cargo_id,npm_id,npm_url,npm_latest_release_published_at,npm_dependent_project_count,npm_monthly_downloads,conda_forge
0,Python.org Packaging,https://packaging.python.org/overview/,True,An Overview of Packaging for Python.,packaging,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
1,best-of-web-python - Testing,https://github.com/ml-tooling/best-of-web-python,True,Testing libraries & tools for python web frameworks.,testing,0,True,ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27.000,2021-03-25 14:06:13.000,2021-03-13 18:19:34.000,67.0,2.0,1127.0,2021-03-13 18:15:12.000,2021.03.11,11.0,6.0,,,,,,,,,,,,,,,,,,,,,,,,,,
2,unittest,https://docs.python.org/3/library/unittest.html,True,Unittest is a test framework included in the Python standard library.,testing,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
3,pip,https://github.com/pypa/pip,,The Python package installer.,dependency-managers,38,True,pypa/pip,https://github.com/pypa/pip,MIT,2011-03-06 14:30:46.000,2021-03-25 07:37:37.000,2021-03-22 11:20:00.000,2198.0,4628.0,6979.0,2021-01-30 12:54:11.000,21.0.1,102.0,595.0,conda-forge/pip,pip,930.0,11518.0,64084.0,45418.0,https://pypi.org/project/pip,2021-01-30 12:54:11.000,18666.0,41097251.0,41427301.0,https://anaconda.org/conda-forge/pip,2021-01-30 14:15:41.706,18482855.0,1.0,,,,,,,,,,,
4,sphinx,https://github.com/sphinx-doc/sphinx,,Main repository for the Sphinx documentation builder.,documentation,37,True,sphinx-doc/sphinx,https://github.com/sphinx-doc/sphinx,BSD-3-Clause,2015-01-02 10:53:28.000,2021-03-25 11:42:21.000,2021-03-20 14:07:44.000,1436.0,4528.0,3846.0,2021-03-20 14:03:48.000,3.5.3,145.0,618.0,conda-forge/sphinx,sphinx,769.0,17230.0,237738.0,133202.0,https://pypi.org/project/sphinx,2021-03-20 14:03:48.000,104536.0,1814124.0,1867589.0,https://anaconda.org/conda-forge/sphinx,2021-03-20 16:09:48.473,2940613.0,1.0,['sphinx'],,,,,,,,,,
5,pipenv,https://github.com/pypa/pipenv,,Python Development Workflow for Humans.,virtual-envs,36,True,pypa/pipenv,https://github.com/pypa/pipenv,MIT,2017-01-20 00:44:02.000,2021-03-19 14:51:01.000,2021-03-16 06:35:25.000,1601.0,2871.0,21675.0,2020-11-15 04:19:27.000,2020.11.15,297.0,378.0,conda-forge/pipenv,pipenv,506.0,7041.0,19648.0,17374.0,https://pypi.org/project/pipenv,2020-11-15 04:19:27.000,2274.0,1391520.0,1393725.0,https://anaconda.org/conda-forge/pipenv,2020-11-15 06:15:51.831,37490.0,1.0,,,,,,,,,,,
6,tqdm,https://github.com/tqdm/tqdm,,"A Fast, Extensible Progress Bar for Python and CLI.",logging,36,True,tqdm/tqdm,https://github.com/tqdm/tqdm,MIT,2015-06-03 13:13:14.000,2021-03-21 02:43:43.000,2021-03-05 18:18:06.000,914.0,504.0,17834.0,2021-03-05 20:26:38.000,4.59.0,116.0,95.0,conda-forge/tqdm,tqdm,280.0,1794.0,183798.0,157560.0,https://pypi.org/project/tqdm,2021-03-05 20:14:29.000,26238.0,8151501.0,8250097.0,https://anaconda.org/conda-forge/tqdm,2021-03-05 22:22:18.205,5612898.0,1.0,,7754.0,,,,,,,,,
7,psutil,https://github.com/giampaolo/psutil,,Cross-platform lib for process and system monitoring in Python.,profiling,36,True,giampaolo/psutil,https://github.com/giampaolo/psutil,BSD-3-Clause,2014-05-23 14:01:48.000,2021-03-24 09:55:03.000,2021-02-21 10:25:07.000,1091.0,1271.0,7187.0,2020-12-19 01:19:27.000,5.8.0,83.0,157.0,conda-forge/psutil,psutil,169.0,5674.0,102988.0,78322.0,https://pypi.org/project/psutil,2020-12-19 01:19:27.000,24666.0,9967142.0,10071389.0,https://anaconda.org/conda-forge/psutil,2021-01-12 14:13:09.300,6150623.0,1.0,,,,,,,,,,,
8,jedi,https://github.com/davidhalter/jedi,,"Awesome autocompletion, static analysis and refactoring library for python.",refactoring,36,True,davidhalter/jedi,https://github.com/davidhalter/jedi,MIT,2012-02-19 23:12:30.000,2021-02-26 22:09:30.000,2021-02-26 22:09:22.000,441.0,1201.0,4798.0,2020-12-25 10:34:25.000,0.18.0,30.0,142.0,conda-forge/jedi,jedi,20.0,8201.0,136690.0,120784.0,https://pypi.org/project/jedi,2020-12-25 10:34:25.000,15906.0,9146704.0,9229881.0,https://anaconda.org/conda-forge/jedi,2021-01-14 15:48:43.942,4408383.0,1.0,,,,,,,,,,,
9,flake8,https://github.com/PyCQA/flake8,,Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelder's McCabe script.,linters,36,True,PyCQA/flake8,https://github.com/PyCQA/flake8,MIT,2014-09-13 17:06:24.000,2021-03-22 17:18:01.000,2021-03-14 23:29:54.000,183.0,,1119.0,2020-10-02 23:34:01.000,3.8.4,77.0,149.0,conda-forge/flake8,flake8,7.0,1882.0,227673.0,156383.0,https://pypi.org/project/flake8,2021-03-14 23:32:11.000,71290.0,4288509.0,4326785.0,https://anaconda.org/conda-forge/flake8,2021-03-15 21:41:28.726,2181746.0,1.0,,,1.0,,,,,,,,
10,mypy,https://github.com/python/mypy,,Optional static typing for Python 3 and 2 (PEP 484).,linters,35,True,python/mypy,https://github.com/python/mypy,MIT,2012-12-07 13:30:23.000,2021-03-24 02:48:25.000,2021-03-21 21:33:58.000,1663.0,4548.0,10393.0,,,79.0,451.0,conda-forge/mypy,mypy,1638.0,9423.0,36631.0,30547.0,https://pypi.org/project/mypy,2021-02-19 17:28:31.000,6084.0,2396243.0,2415914.0,https://anaconda.org/conda-forge/mypy,2021-02-19 18:45:03.122,786864.0,1.0,,,,,,,,,,,
11,pytest,https://github.com/pytest-dev/pytest,,"The pytest framework makes it easy to write small tests, yet scales to support complex functional testing.",testing,35,True,pytest-dev/pytest,https://github.com/pytest-dev/pytest,MIT,2015-06-15 20:28:27.000,2021-03-23 19:05:21.000,2021-03-23 19:05:19.000,1640.0,3803.0,7128.0,2021-01-25 14:52:06.000,6.2.2,145.0,702.0,conda-forge/pytest,pytest,626.0,,428223.0,297639.0,https://pypi.org/project/pytest,2021-01-25 14:51:38.000,130584.0,10459428.0,10585712.0,https://anaconda.org/conda-forge/pytest,2021-01-27 13:05:54.016,7071958.0,1.0,['pytest'],,,,,,,,,,
12,pylint,https://github.com/PyCQA/pylint,,It's not just a linter that annoys you!.,linters,35,True,PyCQA/pylint,https://github.com/PyCQA/pylint,GPL-2.0,2015-12-09 05:40:02.000,2021-03-25 13:45:58.000,2021-03-24 20:40:11.000,676.0,2613.0,3253.0,2021-02-23 20:15:22.000,2.7.1,94.0,367.0,conda-forge/pylint,pylint,697.0,5211.0,224383.0,186649.0,https://pypi.org/project/pylint,2021-02-23 20:15:22.000,37734.0,3567331.0,3597730.0,https://anaconda.org/conda-forge/pylint,2021-03-03 00:06:43.039,1671979.0,1.0,,,,,,,,,,,
13,tox,https://github.com/tox-dev/tox,,Command line driven CI frontend and development task automation tool.,testing,35,True,tox-dev/tox,https://github.com/tox-dev/tox,MIT,2016-09-17 16:54:22.000,2021-03-22 18:28:36.000,2021-03-22 18:28:36.000,354.0,1020.0,2120.0,2021-02-16 08:44:01.000,3.22.0,114.0,235.0,conda-forge/tox,tox,131.0,1975.0,78645.0,42245.0,https://pypi.org/project/tox,2021-02-16 08:44:01.000,36400.0,1783511.0,1789308.0,https://anaconda.org/conda-forge/tox,2021-03-03 16:46:37.023,243489.0,1.0,['pytest'],,,,,,,,,,
14,mkdocs,https://github.com/mkdocs/mkdocs,,Project documentation with Markdown.,documentation,34,True,mkdocs/mkdocs,https://github.com/mkdocs/mkdocs,BSD-2-Clause,2014-01-11 21:05:21.000,2021-03-24 23:38:33.000,2021-03-24 23:38:33.000,1668.0,1355.0,11841.0,2020-05-14 15:18:01.000,1.1.2,44.0,186.0,conda-forge/mkdocs,mkdocs,142.0,1499.0,17180.0,11238.0,https://pypi.org/project/mkdocs,2020-05-14 15:18:01.000,5942.0,218398.0,220489.0,https://anaconda.org/conda-forge/mkdocs,2020-06-01 13:16:37.068,123374.0,1.0,['mkdocs'],,1.0,,,,,,,,
15,pycodestyle,https://github.com/PyCQA/pycodestyle,,Simple Python style checker in one Python file.,linters,34,True,PyCQA/pycodestyle,https://github.com/PyCQA/pycodestyle,Saxpath,2009-10-02 00:43:37.000,2021-03-16 17:25:20.000,2021-03-16 17:19:02.000,600.0,526.0,4282.0,2021-03-14 18:44:02.000,2.7.0,12.0,124.0,conda-forge/pycodestyle,pycodestyle,114.0,1203.0,148402.0,127172.0,https://pypi.org/project/pycodestyle,2021-03-14 18:44:02.000,21230.0,6155734.0,6196373.0,https://anaconda.org/conda-forge/pycodestyle,2021-03-15 18:43:23.361,2316475.0,1.0,,,1.0,,,,,,,,
16,autopep8,https://github.com/hhatto/autopep8,,A tool that automatically formats Python code to conform to the PEP 8 style guide.,formatters,34,True,hhatto/autopep8,https://github.com/hhatto/autopep8,MIT,2010-12-29 20:08:51.000,2021-03-23 06:14:27.000,2021-03-23 06:14:23.000,239.0,332.0,3727.0,2021-03-17 10:59:30.000,1.5.6,66.0,49.0,conda-forge/autopep8,autopep8,84.0,2691.0,79259.0,69075.0,https://pypi.org/project/autopep8,2021-03-16 15:01:37.000,10184.0,867520.0,874930.0,https://anaconda.org/conda-forge/autopep8,2021-03-16 18:20:01.695,422398.0,1.0,,,,,,,,,,,
17,setuptools,https://github.com/pypa/setuptools,,Official project repository for the Setuptools build system.,build-tools,34,True,pypa/setuptools,https://github.com/pypa/setuptools,MIT,2016-03-29 14:02:33.000,2021-03-24 15:42:41.000,2021-03-23 00:00:53.000,714.0,1220.0,1324.0,2021-03-22 14:07:43.000,54.2.0,425.0,420.0,conda-forge/setuptools,setuptools,523.0,,152458.0,94528.0,https://pypi.org/project/setuptools,2021-03-22 13:23:52.000,57930.0,56162549.0,56520335.0,https://anaconda.org/conda-forge/setuptools,2021-01-08 05:42:17.824,20035970.0,1.0,,105.0,,,,,,,,,
18,black,https://github.com/psf/black,,The uncompromising Python code formatter.,formatters,33,True,psf/black,https://github.com/psf/black,MIT,2018-03-14 19:54:45.000,2021-03-24 23:38:07.000,2021-03-24 23:38:07.000,1232.0,995.0,20037.0,2020-08-26 15:56:21.000,20.8b1,23.0,232.0,conda-forge/black,black,417.0,913.0,57104.0,50876.0,https://pypi.org/project/black,2020-08-26 15:52:03.000,6228.0,2497246.0,2535921.0,https://anaconda.org/conda-forge/black,2020-09-07 11:42:46.809,1298286.0,2.0,,11789.0,,,,,,,,,
19,hypothesis,https://github.com/HypothesisWorks/hypothesis,,"Hypothesis is a powerful, flexible, and easy to use library for property-based testing.",testing,33,True,HypothesisWorks/hypothesis,https://github.com/HypothesisWorks/hypothesis,MPL-2.0,2013-03-10 13:51:19.000,2021-03-22 02:40:40.000,2021-03-21 08:57:02.000,455.0,1027.0,5036.0,2021-03-14 02:06:25.000,hypothesis-python-6.8.1,814.0,244.0,conda-forge/hypothesis,hypothesis,48.0,10607.0,10700.0,8084.0,https://pypi.org/project/hypothesis,2021-03-10 00:45:39.000,2616.0,693662.0,760725.0,https://anaconda.org/conda-forge/hypothesis,2021-03-14 04:00:04.190,3755580.0,1.0,,,,,,,,,,,
20,isort,https://github.com/PyCQA/isort,,A Python utility / library to sort imports.,formatters,33,True,PyCQA/isort,https://github.com/PyCQA/isort,MIT,2013-09-02 22:22:53.000,2021-03-25 04:02:12.000,2021-03-25 04:01:47.000,387.0,906.0,3762.0,2021-03-21 06:05:17.000,5.8.0,126.0,228.0,conda-forge/isort,isort,32.0,,185876.0,161658.0,https://pypi.org/project/isort,2020-12-31 01:15:41.000,24218.0,5626128.0,5656843.0,https://anaconda.org/conda-forge/isort,2021-03-21 08:22:11.429,1720074.0,2.0,,,-3.0,,,,,,,,
21,sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,,Sphinx theme for readthedocs.org.,documentation,33,True,readthedocs/sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,MIT,2013-10-17 17:10:49.000,2021-03-25 13:21:13.000,2021-03-22 17:26:56.000,1477.0,479.0,3633.0,2018-10-05 13:20:49.000,0.4.2,23.0,103.0,conda-forge/sphinx_rtd_theme,sphinx_rtd_theme,158.0,1207.0,23490.0,16.0,https://pypi.org/project/sphinx_rtd_theme,2018-10-05 13:20:49.000,23474.0,791018.0,811440.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2021-01-05 13:49:54.682,1123241.0,1.0,['sphinx'],,,,,,,,,,
22,rich,https://github.com/willmcgugan/rich,,Rich is a Python library for rich text and beautiful formatting in the terminal.,logging,32,True,willmcgugan/rich,https://github.com/willmcgugan/rich,MIT,2019-11-10 15:28:09.000,2021-03-24 15:58:42.000,2021-03-16 17:30:40.000,704.0,409.0,24242.0,2021-03-06 15:34:58.000,9.13.0,120.0,81.0,conda-forge/rich,rich,7.0,1766.0,3066.0,3066.0,https://pypi.org/project/rich,2021-03-06 15:32:55.000,0.0,746955.0,763536.0,https://anaconda.org/conda-forge/rich,2021-03-18 23:16:02.124,132651.0,1.0,,,,,,,,,,,
23,poetry,https://github.com/python-poetry/poetry,,Python dependency management and packaging made easy.,dependency-managers,32,True,python-poetry/poetry,https://github.com/python-poetry/poetry,MIT,2018-02-28 15:23:47.000,2021-03-25 01:17:40.000,2021-03-23 15:17:50.000,1132.0,1782.0,14387.0,2021-03-04 10:44:26.000,1.1.5,133.0,263.0,conda-forge/poetry,poetry,1061.0,1717.0,64.0,,https://pypi.org/project/poetry,2021-03-04 10:44:26.000,64.0,859039.0,1017939.0,https://anaconda.org/conda-forge/poetry,2021-03-05 18:52:34.156,182183.0,2.0,,5486194.0,,,,,,,,,
24,mkdocs-material,https://github.com/squidfunk/mkdocs-material,,A Material Design theme for MkDocs.,documentation,32,True,squidfunk/mkdocs-material,https://github.com/squidfunk/mkdocs-material,MIT,2016-01-28 22:09:23.000,2021-03-25 09:22:18.000,2021-03-22 05:40:32.000,1461.0,964.0,5872.0,2021-03-14 13:21:06.000,7.0.6,192.0,112.0,conda-forge/mkdocs-material,mkdocs-material,12.0,3229.0,7337.0,5835.0,https://pypi.org/project/mkdocs-material,2021-03-14 13:21:43.000,1502.0,179069.0,180546.0,https://anaconda.org/conda-forge/mkdocs-material,2021-03-14 18:17:51.582,32494.0,2.0,['mkdocs'],,,,,,,,,,
25,robotframework,https://github.com/robotframework/robotframework,,Generic automation framework for acceptance testing and RPA.,testing,32,True,robotframework/robotframework,https://github.com/robotframework/robotframework,Apache-2.0,2014-06-27 11:10:38.000,2021-03-24 15:03:14.000,2021-03-19 14:49:38.000,1628.0,3322.0,5701.0,2021-03-11 11:39:04.000,4.0,56.0,137.0,conda-forge/robotframework,robotframework,169.0,12846.0,4955.0,3547.0,https://pypi.org/project/robotframework,2021-03-11 11:40:12.000,1408.0,300498.0,301602.0,https://anaconda.org/conda-forge/robotframework,2021-03-11 14:42:08.555,41747.0,1.0,,499.0,,,,,,,,,
26,conda,https://github.com/conda/conda,,"OS-agnostic, system-level binary package manager and ecosystem.",dependency-managers,32,True,conda/conda,https://github.com/conda/conda,BSD-3-Clause,2012-10-15 22:08:03.000,2021-03-24 22:23:43.000,2021-03-24 22:23:43.000,1014.0,6000.0,4073.0,2020-11-12 17:08:48.000,4.9.2,100.0,349.0,conda-forge/conda,conda,1892.0,15611.0,2104.0,,https://pypi.org/project/conda,2017-04-22 23:38:35.000,2104.0,23359.0,329452.0,https://anaconda.org/conda-forge/conda,2020-11-12 21:09:02.264,16835115.0,2.0,,,,,,,,,,,
27,virtualenv,https://github.com/pypa/virtualenv,,Virtual Python Environment builder.,virtual-envs,32,True,pypa/virtualenv,https://github.com/pypa/virtualenv,MIT,2011-03-06 14:33:27.000,2021-03-22 18:48:48.000,2021-03-22 18:48:47.000,880.0,1062.0,3822.0,2021-02-01 09:17:59.000,20.4.2,158.0,171.0,conda-forge/virtualenv,virtualenv,59.0,,34422.0,,https://pypi.org/project/virtualenv,2021-03-16 11:55:44.000,34422.0,7333760.0,7349011.0,https://anaconda.org/conda-forge/virtualenv,2021-03-16 13:23:56.251,732048.0,2.0,,,,,,,,,,,
28,invoke,https://github.com/pyinvoke/invoke,,Pythonic task management & command execution.,build-tools,32,True,pyinvoke/invoke,https://github.com/pyinvoke/invoke,BSD-2-Clause,2012-02-29 23:59:23.000,2021-02-15 11:55:51.000,2020-12-31 16:25:35.000,280.0,357.0,3195.0,2020-12-31 02:43:43.000,1.5.0,50.0,54.0,conda-forge/invoke,invoke,303.0,3499.0,11862.0,7260.0,https://pypi.org/project/invoke,2020-12-31 02:43:43.000,4602.0,565291.0,569774.0,https://anaconda.org/conda-forge/invoke,2021-01-06 14:58:41.830,264528.0,1.0,,,,,,,,,,,
29,bandit,https://github.com/PyCQA/bandit,,Bandit is a tool designed to find common security issues in Python code.,security,32,True,PyCQA/bandit,https://github.com/PyCQA/bandit,Apache-2.0,2018-04-26 09:08:12.000,2021-03-19 23:09:21.000,2021-02-11 16:44:36.000,313.0,363.0,3086.0,2020-12-13 02:48:28.000,1.7.0,31.0,130.0,conda-forge/bandit,bandit,166.0,1166.0,8550.0,6196.0,https://pypi.org/project/bandit,2020-12-13 02:48:28.000,2354.0,547286.0,549630.0,https://anaconda.org/conda-forge/bandit,2021-03-10 05:39:36.125,51567.0,1.0,,33.0,,,,,,,,,
30,twine,https://github.com/pypa/twine,,Utilities for interacting with PyPI.,build-tools,32,True,pypa/twine,https://github.com/pypa/twine,Apache-2.0,2013-08-13 15:39:39.000,2021-03-17 03:54:06.297,2021-03-17 00:37:43.000,235.0,312.0,1101.0,2021-03-15 16:36:43.000,3.4.0,42.0,101.0,conda-forge/twine,twine,41.0,951.0,54281.0,36777.0,https://pypi.org/project/twine,2021-03-15 16:36:43.000,17504.0,700091.0,704385.0,https://anaconda.org/conda-forge/twine,2021-03-17 03:54:06.297,236214.0,1.0,,,,,,,,,,,
31,pyflakes,https://github.com/PyCQA/pyflakes,,A simple program which checks Python source files for errors.,linters,32,True,PyCQA/pyflakes,https://github.com/PyCQA/pyflakes,MIT,2014-04-07 06:19:46.000,2021-03-25 08:00:49.000,2021-03-24 16:31:37.000,145.0,334.0,996.0,2021-03-24 16:32:54.000,2.3.1,30.0,76.0,conda-forge/pyflakes,pyflakes,80.0,509.0,108592.0,82094.0,https://pypi.org/project/pyflakes,2021-03-24 16:32:54.000,26498.0,4628594.0,4667619.0,https://anaconda.org/conda-forge/pyflakes,2021-03-24 22:10:26.104,2224442.0,1.0,,,,,,,,,,,
32,pytest-cov,https://github.com/pytest-dev/pytest-cov,,Coverage plugin for pytest.,testing,32,True,pytest-dev/pytest-cov,https://github.com/pytest-dev/pytest-cov,MIT,2014-04-17 20:01:12.000,2021-03-24 11:07:33.000,2021-03-24 11:07:33.000,136.0,190.0,986.0,2021-01-20 10:46:34.000,2.11.1,40.0,63.0,conda-forge/pytest-cov,pytest-cov,91.0,799.0,124927.0,81533.0,https://pypi.org/project/pytest-cov,2021-01-20 10:46:34.000,43394.0,3922467.0,3963120.0,https://anaconda.org/conda-forge/pytest-cov,2021-01-20 18:33:16.518,2439232.0,1.0,['pytest'],,,,,,,,,,
33,parso,https://github.com/davidhalter/parso,,A Python Parser.,linters,32,True,davidhalter/parso,https://github.com/davidhalter/parso,MIT,2017-05-08 20:14:30.000,2021-03-08 23:50:03.000,2021-03-08 23:50:03.000,66.0,86.0,389.0,2020-12-10 15:10:14.000,0.8.1,24.0,40.0,conda-forge/parso,parso,7.0,1071.0,126640.0,115276.0,https://pypi.org/project/parso,2020-12-10 15:10:14.000,11364.0,9151489.0,9242306.0,https://anaconda.org/conda-forge/parso,2020-12-10 16:40:55.258,3541886.0,1.0,,,,,,,,,,,
34,wheel,https://github.com/pypa/wheel,,The official binary distribution format for Python.,build-tools,32,True,pypa/wheel,https://github.com/pypa/wheel,MIT,2016-07-16 23:19:28.580,2021-03-21 17:36:04.000,2021-02-08 23:37:31.000,86.0,287.0,230.0,2020-12-13 18:09:07.000,0.36.2,64.0,60.0,conda-forge/wheel,wheel,21.0,729.0,62544.0,,https://pypi.org/project/wheel,2020-12-13 18:09:07.000,62544.0,37655950.0,37945386.0,https://anaconda.org/conda-forge/wheel,2020-12-13 19:48:16.429,16208427.0,1.0,,,,,,,,,,,
35,loguru,https://github.com/Delgan/loguru,,Python logging made (stupidly) simple.,logging,31,True,Delgan/loguru,https://github.com/Delgan/loguru,MIT,2017-08-15 17:22:32.000,2021-03-19 22:09:00.000,2021-03-19 22:08:53.000,378.0,338.0,8486.0,2020-09-20 07:56:32.000,0.5.3,17.0,29.0,conda-forge/loguru,loguru,51.0,558.0,6254.0,5912.0,https://pypi.org/project/loguru,2020-09-20 07:54:28.000,342.0,441332.0,446514.0,https://anaconda.org/conda-forge/loguru,2020-10-10 00:51:36.057,129556.0,2.0,,,,,,,,,,,
36,pyinstaller,https://github.com/pyinstaller/pyinstaller,,Freeze (package) Python programs into stand-alone executables.,packaging,31,True,pyinstaller/pyinstaller,https://github.com/pyinstaller/pyinstaller,GPL-2.0,2011-11-23 11:05:56.000,2021-03-24 13:49:13.000,2021-03-23 22:44:08.000,1627.0,3683.0,7827.0,2021-01-13 13:13:08.000,4.2,27.0,393.0,conda-forge/pyinstaller,pyinstaller,381.0,7682.0,15475.0,15475.0,https://pypi.org/project/pyinstaller,2021-01-13 13:12:03.000,0.0,238417.0,249734.0,https://anaconda.org/conda-forge/pyinstaller,2021-02-02 18:07:09.778,207878.0,1.0,,684526.0,,,,,,,,,
37,pre-commit,https://github.com/pre-commit/pre-commit,,A framework for managing and maintaining multi-language pre-commit hooks.,others,31,True,pre-commit/pre-commit,https://github.com/pre-commit/pre-commit,MIT,2014-03-13 00:39:38.000,2021-03-23 14:39:24.000,2021-03-23 14:39:23.000,421.0,1062.0,5686.0,2021-03-10 01:06:59.000,2.11.1,158.0,118.0,conda-forge/pre-commit,pre-commit,22.0,1971.0,2136.0,,https://pypi.org/project/pre-commit,2021-03-10 00:57:36.000,2136.0,1191329.0,1214329.0,https://anaconda.org/conda-forge/pre-commit,2021-03-10 12:01:32.998,435658.0,1.0,,2994.0,,,,,,,,,
38,pip-tools,https://github.com/jazzband/pip-tools,,A set of tools to keep your pinned Python dependencies fresh.,dependency-managers,31,True,jazzband/pip-tools,https://github.com/jazzband/pip-tools,BSD-3-Clause,2012-09-10 08:50:26.000,2021-03-25 08:47:56.000,2021-03-25 08:47:56.000,420.0,602.0,4844.0,2021-03-15 20:14:25.000,6.0.1,92.0,141.0,conda-forge/pip-tools,pip-tools,108.0,1496.0,3252.0,,https://pypi.org/project/pip-tools,2021-03-16 00:32:58.000,3252.0,1893809.0,1894596.0,https://anaconda.org/conda-forge/pip-tools,2021-03-13 14:51:26.909,8662.0,2.0,,,,,,,,,,,
39,freezegun,https://github.com/spulec/freezegun,,Let your Python tests travel through time.,testing,31,True,spulec/freezegun,https://github.com/spulec/freezegun,Apache-2.0,2012-12-11 05:11:00.000,2021-03-08 14:56:48.000,2021-01-20 07:44:52.000,192.0,166.0,2821.0,2021-01-20 07:45:20.000,1.1.0,56.0,94.0,conda-forge/freezegun,freezegun,60.0,521.0,15877.0,7525.0,https://pypi.org/project/freezegun,2021-01-20 07:45:20.000,8352.0,1214559.0,1217790.0,https://anaconda.org/conda-forge/freezegun,2021-01-20 09:23:22.014,193909.0,2.0,,,,,,,,,,,
40,ipdb,https://github.com/gotcha/ipdb,,Integration of IPython pdb.,debugging,31,True,gotcha/ipdb,https://github.com/gotcha/ipdb,BSD-3-Clause,2011-01-15 17:51:47.000,2021-03-16 09:50:07.000,2021-03-16 09:49:58.000,128.0,106.0,1376.0,2021-03-02 11:10:22.000,0.13.5,39.0,46.0,conda-forge/ipdb,ipdb,53.0,339.0,42142.0,25244.0,https://pypi.org/project/ipdb,2021-03-08 17:00:03.000,16898.0,657674.0,660354.0,https://anaconda.org/conda-forge/ipdb,2020-11-21 18:57:03.677,150103.0,1.0,,,,,,,,,,,
41,nose,https://github.com/nose-devs/nose,,nose is nicer testing for python.,testing,31,False,nose-devs/nose,https://github.com/nose-devs/nose,LGPL-2.1+,2011-12-13 19:36:32.000,2021-02-25 18:46:16.000,2016-03-04 01:16:26.000,358.0,461.0,1330.0,2015-06-02 09:12:36.000,1.3.7,14.0,95.0,conda-forge/nose,nose,447.0,1004.0,191835.0,105361.0,https://pypi.org/project/nose,2015-06-02 09:12:36.000,86474.0,1951786.0,1980773.0,https://anaconda.org/conda-forge/nose,2020-10-11 16:52:20.277,1681279.0,2.0,,,,,,,,,,,
42,sentry-sdk,https://github.com/getsentry/sentry-python,,The new Python SDK for Sentry.io.,logging,31,True,getsentry/sentry-python,https://github.com/getsentry/sentry-python,BSD-2-Clause,2018-06-18 22:51:10.000,2021-03-24 19:22:45.000,2021-03-24 19:22:44.000,190.0,366.0,879.0,2021-03-03 16:35:19.000,1.0.0,126.0,90.0,conda-forge/sentry-sdk,sentry-sdk,132.0,1221.0,10793.0,9807.0,https://pypi.org/project/sentry-sdk,2021-02-18 14:46:46.000,986.0,2459823.0,2462437.0,https://anaconda.org/conda-forge/sentry-sdk,2021-02-18 16:32:52.126,69118.0,2.0,,4393.0,,,,,,,,,
43,tabulate,https://github.com/astanin/python-tabulate,,"Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from..",logging,31,True,astanin/python-tabulate,https://github.com/astanin/python-tabulate,MIT,2016-05-01 20:47:06.376,2021-03-14 22:08:05.000,2021-03-04 09:33:31.000,60.0,55.0,751.0,2021-02-22 07:34:12.000,0.8.9,25.0,67.0,conda-forge/tabulate,tabulate,27.0,502.0,47561.0,39459.0,https://pypi.org/project/tabulate,2021-02-22 07:34:12.000,8102.0,6887395.0,6902592.0,https://anaconda.org/conda-forge/tabulate,2021-02-22 13:39:52.132,881467.0,2.0,,,,,,,,,,,
44,numpydoc,https://github.com/numpy/numpydoc,,Numpy's Sphinx extensions.,documentation,30,True,numpy/numpydoc,https://github.com/numpy/numpydoc,BSD-3-Clause,2013-07-24 16:23:39.000,2021-03-22 09:00:40.000,2021-03-22 09:00:40.000,5329.0,91.0,16503.0,2020-07-01 21:59:00.000,1.1.0,13.0,65.0,conda-forge/numpydoc,numpydoc,51.0,,31751.0,24403.0,https://pypi.org/project/numpydoc,2020-07-01 21:59:00.000,7348.0,101915.0,116634.0,https://anaconda.org/conda-forge/numpydoc,2020-10-01 19:37:54.384,735987.0,2.0,['sphinx'],,,,,,,,,,
45,pyautogui,https://github.com/asweigart/pyautogui,,A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.,testing,30,True,asweigart/pyautogui,https://github.com/asweigart/pyautogui,BSD-3-Clause,2014-07-17 23:30:38.000,2021-02-20 18:37:25.000,2020-10-04 08:13:41.000,670.0,163.0,4904.0,2020-10-06 22:15:19.000,0.9.52,49.0,42.0,conda-forge/pyautogui,pyautogui,298.0,361.0,7284.0,6676.0,https://pypi.org/project/pyautogui,2020-10-06 22:15:19.000,608.0,195044.0,197856.0,https://anaconda.org/conda-forge/pyautogui,2020-10-13 12:17:23.308,112487.0,2.0,,,,,,,,,,,
46,buildbot,https://github.com/buildbot/buildbot,,Python-based continuous integration testing framework; your pull requests are more than welcome!.,build-tools,30,True,buildbot/buildbot,https://github.com/buildbot/buildbot,GPL-2.0,2010-07-06 17:56:53.000,2021-03-25 12:20:13.000,2021-03-24 16:07:22.000,1517.0,665.0,4573.0,2021-03-16 16:58:32.000,3.0.2,107.0,786.0,conda-forge/buildbot,buildbot,639.0,21773.0,1137.0,245.0,https://pypi.org/project/buildbot,2021-03-16 17:22:58.000,892.0,3366.0,5233.0,https://anaconda.org/conda-forge/buildbot,2021-03-15 17:24:39.932,28268.0,2.0,,14445.0,,,,,,,,,
47,factory_boy,https://github.com/FactoryBoy/factory_boy,,A test fixtures replacement for Python.,testing,30,True,FactoryBoy/factory_boy,https://github.com/FactoryBoy/factory_boy,MIT,2011-05-11 08:26:59.000,2021-03-18 08:49:27.000,2021-03-18 08:49:27.000,312.0,337.0,2442.0,2018-05-05 15:05:40.000,2.11.1,36.0,113.0,conda-forge/factory_boy,factory_boy,142.0,874.0,4256.0,,https://pypi.org/project/factory_boy,2018-05-05 15:05:40.000,4256.0,641440.0,642530.0,https://anaconda.org/conda-forge/factory_boy,2020-10-05 10:08:00.894,58894.0,2.0,,,,,,,,,,,
48,logbook,https://github.com/getlogbook/logbook,,A cool logging replacement for Python.,logging,30,False,getlogbook/logbook,https://github.com/getlogbook/logbook,BSD-3-Clause,2010-07-22 10:13:12.000,2021-01-11 05:40:29.145,2019-10-16 17:48:40.000,155.0,125.0,1398.0,2019-01-16 20:35:25.000,1.4.3,41.0,76.0,conda-forge/logbook,logbook,54.0,1194.0,4556.0,2492.0,https://pypi.org/project/logbook,2019-10-16 18:14:55.000,2064.0,169347.0,170783.0,https://anaconda.org/conda-forge/logbook,2021-01-11 05:40:29.145,34401.0,2.0,,244.0,,,,,,,,,
49,rope,https://github.com/python-rope/rope,,a python refactoring library.,refactoring,30,True,python-rope/rope,https://github.com/python-rope/rope,LGPL-3.0,2013-11-30 15:30:20.000,2021-03-20 08:39:58.000,2021-03-20 08:39:58.000,120.0,110.0,1105.0,2020-10-07 16:08:59.000,0.18.0,19.0,63.0,conda-forge/rope,rope,75.0,1877.0,29644.0,26712.0,https://pypi.org/project/rope,2020-10-07 16:08:59.000,2932.0,134347.0,144936.0,https://anaconda.org/conda-forge/rope,2020-10-07 18:16:45.645,497693.0,1.0,,,,,,,,,,,
50,pytest-mock,https://github.com/pytest-dev/pytest-mock,,Thin-wrapper around the mock package for easier use with pytest.,testing,30,True,pytest-dev/pytest-mock,https://github.com/pytest-dev/pytest-mock,MIT,2014-07-17 00:40:32.000,2021-03-19 17:48:28.000,2021-03-19 17:48:28.000,88.0,84.0,1023.0,2021-01-10 22:17:10.000,3.5.1,50.0,51.0,conda-forge/pytest-mock,pytest-mock,11.0,398.0,21256.0,15076.0,https://pypi.org/project/pytest-mock,2021-01-10 22:17:10.000,6180.0,1478754.0,1493204.0,https://anaconda.org/conda-forge/pytest-mock,2021-01-11 11:41:18.792,809221.0,2.0,['pytest'],,,,,,,,,,
51,pydocstyle,https://github.com/PyCQA/pydocstyle,,docstring style checker.,linters,30,True,PyCQA/pydocstyle,https://github.com/PyCQA/pydocstyle,MIT,2012-01-31 17:18:23.000,2021-03-19 18:06:04.453,2021-03-18 23:40:45.000,146.0,187.0,752.0,2021-03-18 23:41:48.000,6.0.0,15.0,71.0,conda-forge/pydocstyle,pydocstyle,72.0,698.0,19054.0,15134.0,https://pypi.org/project/pydocstyle,2021-03-18 23:40:11.000,3920.0,602946.0,608691.0,https://anaconda.org/conda-forge/pydocstyle,2021-03-19 18:06:04.453,321751.0,2.0,,51.0,2.0,,,,,,,,
52,pytest-xdist,https://github.com/pytest-dev/pytest-xdist,,pytest plugin for distributed testing and loop-on-failures testing modes.,testing,30,True,pytest-dev/pytest-xdist,https://github.com/pytest-dev/pytest-xdist,MIT,2015-09-01 18:51:45.000,2021-03-22 17:05:23.000,2021-03-20 14:43:57.000,140.0,226.0,680.0,2021-02-09 21:06:38.000,2.2.1,55.0,72.0,conda-forge/pytest-xdist,pytest-xdist,181.0,850.0,23320.0,15978.0,https://pypi.org/project/pytest-xdist,2021-02-09 21:06:38.000,7342.0,1858705.0,1879480.0,https://anaconda.org/conda-forge/pytest-xdist,2021-02-10 14:13:48.139,1163454.0,2.0,['pytest'],,,,,,,,,,
53,alabaster,https://github.com/bitprophet/alabaster,,"Lightweight, configurable Sphinx theme. Now the Sphinx default!.",documentation,30,False,bitprophet/alabaster,https://github.com/bitprophet/alabaster,BSD-3-Clause,2013-12-07 00:03:15.000,2021-03-04 22:24:15.000,2020-01-10 23:50:18.000,151.0,51.0,594.0,2018-10-03 01:39:17.000,0.7.12,24.0,28.0,conda-forge/alabaster,alabaster,75.0,350.0,56933.0,42035.0,https://pypi.org/project/alabaster,2018-10-03 01:39:17.000,14898.0,1577825.0,1615253.0,https://anaconda.org/conda-forge/alabaster,2018-10-03 15:29:30.017,2095973.0,2.0,['sphinx'],,,,,,,,,,
54,coveralls-python,https://github.com/TheKevJames/coveralls-python,,Show coverage stats online via coveralls.io.,testing,30,True,coveralls-clients/coveralls-python,https://github.com/TheKevJames/coveralls-python,MIT,2013-02-06 20:48:39.000,2021-03-24 01:32:19.000,2021-03-24 01:31:52.000,168.0,132.0,455.0,2021-03-02 00:35:13.000,3.0.1,38.0,55.0,,coveralls,5.0,386.0,33906.0,16898.0,https://pypi.org/project/coveralls,2021-03-02 00:35:13.000,17008.0,242955.0,242955.0,,,,2.0,['pytest'],,,TheKevJames/coveralls-python,,,,,,,
55,pytest-html,https://github.com/pytest-dev/pytest-html,,Plugin for generating HTML reports for pytest results.,testing,30,True,pytest-dev/pytest-html,https://github.com/pytest-dev/pytest-html,MPL-2.0,2015-04-14 19:22:42.000,2021-03-16 20:36:15.000,2021-01-23 03:26:17.000,156.0,178.0,406.0,2020-12-13 15:24:58.000,3.1.1,44.0,43.0,conda-forge/pytest-html,pytest-html,72.0,376.0,9507.0,8523.0,https://pypi.org/project/pytest-html,2020-12-13 15:24:58.000,984.0,770333.0,772723.0,https://anaconda.org/conda-forge/pytest-html,2020-12-13 19:43:13.698,109946.0,2.0,['pytest'],,,,,,,,,,
56,Glances,https://github.com/nicolargo/glances,,"Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.",profiling,29,True,nicolargo/glances,https://github.com/nicolargo/glances,LGPL-3.0,2011-12-04 08:49:15.000,2021-03-21 17:30:14.000,2021-03-21 17:29:56.000,1180.0,1135.0,18061.0,2021-01-23 16:50:31.000,3.1.6,53.0,138.0,conda-forge/glances,glances,195.0,3871.0,331.0,281.0,https://pypi.org/project/glances,2021-02-07 15:19:12.000,50.0,32276.0,34387.0,https://anaconda.org/conda-forge/glances,2021-02-07 19:32:17.197,126305.0,1.0,,417.0,,,,,,,,,
57,yapf,https://github.com/google/yapf,,A formatter for Python files.,formatters,29,True,google/yapf,https://github.com/google/yapf,Apache-2.0,2015-03-18 18:22:31.000,2021-03-12 21:42:56.000,2021-03-12 21:42:14.000,786.0,368.0,11578.0,2020-04-23 19:07:36.000,0.30.0,67.0,125.0,conda-forge/yapf,yapf,306.0,,21484.0,18078.0,https://pypi.org/project/yapf,2020-04-23 19:07:36.000,3406.0,427590.0,437681.0,https://anaconda.org/conda-forge/yapf,2020-07-28 15:36:35.387,575235.0,3.0,,,,,,,,,,,
58,python-json-logger,https://github.com/madzak/python-json-logger,,Json Formatter for the standard python logger.,logging,29,True,madzak/python-json-logger,https://github.com/madzak/python-json-logger,BSD-2-Clause,2011-12-27 05:12:26.000,2021-03-23 08:48:08.000,2020-10-12 16:12:03.000,136.0,45.0,935.0,2020-10-12 16:26:53.000,2.0.1,19.0,43.0,conda-forge/python-json-logger,python-json-logger,17.0,179.0,14348.0,13430.0,https://pypi.org/project/python-json-logger,2020-10-12 16:26:53.000,918.0,1096339.0,1108370.0,https://anaconda.org/conda-forge/python-json-logger,2020-10-12 23:31:31.855,565487.0,2.0,,,,,,,,,,,
59,colorlog,https://github.com/borntyping/python-colorlog,,A colored formatter for the python logging module.,logging,29,True,borntyping/python-colorlog,https://github.com/borntyping/python-colorlog,MIT,2012-09-05 17:57:21.000,2021-03-22 11:25:38.000,2021-03-22 11:24:37.000,69.0,51.0,678.0,2021-03-22 11:25:39.000,4.8.0,51.0,29.0,conda-forge/colorlog,colorlog,10.0,177.0,12820.0,9154.0,https://pypi.org/project/colorlog,2021-01-14 12:47:43.000,3666.0,1352917.0,1358404.0,https://anaconda.org/conda-forge/colorlog,2021-03-18 07:47:24.183,323742.0,2.0,,,,,,,,,,,
60,packaging,https://github.com/pypa/packaging,,Core utilities for Python packages.,packaging,29,True,pypa/packaging,https://github.com/pypa/packaging,BSD-2-Clause,2014-05-15 22:49:43.000,2021-03-24 20:32:35.000,2021-03-24 20:32:35.000,134.0,139.0,276.0,2021-01-29 20:27:31.000,20.9,35.0,65.0,conda-forge/packaging,packaging,50.0,,214839.0,185639.0,https://pypi.org/project/packaging,2021-01-29 20:24:35.000,29200.0,22629618.0,22744058.0,https://anaconda.org/conda-forge/packaging,2021-02-04 17:30:01.516,6522935.0,1.0,,64.0,,,,,,,,,
61,hacking,https://github.com/openstack/hacking,,OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org.,linters,29,True,openstack/hacking,https://github.com/openstack/hacking,Apache-2.0,2013-03-26 21:09:28.000,2021-03-23 23:19:40.000,2021-03-23 15:00:26.000,68.0,,214.0,2020-11-12 11:18:09.000,4.0.0,36.0,176.0,,hacking,,1044.0,8690.0,,https://pypi.org/project/hacking,2020-11-12 11:18:09.000,8690.0,64518.0,64518.0,,,,2.0,['flake8'],,,,,,,,,,
62,typed_ast,https://github.com/python/typed_ast,,Modified fork of CPython's ast module that parses `# type:` comments.,ast,29,True,python/typed_ast,https://github.com/python/typed_ast,Apache-2.0,2016-02-16 22:40:09.000,2021-03-07 22:34:48.000,2021-03-07 22:34:48.000,43.0,73.0,177.0,2020-12-30 23:17:52.000,1.4.2,28.0,20.0,,typed_ast,4.0,168.0,10362.0,,https://pypi.org/project/typed_ast,2020-12-30 23:17:52.000,10362.0,6009322.0,6009322.0,,,,1.0,,,,,,,,,,,
63,py-spy,https://github.com/benfred/py-spy,,Sampling profiler for Python programs.,profiling,28,True,benfred/py-spy,https://github.com/benfred/py-spy,MIT,2018-08-01 02:22:15.000,2021-03-22 04:37:10.000,2021-03-22 04:36:47.000,243.0,135.0,6715.0,2021-03-22 04:28:24.000,0.3.5,28.0,23.0,,py-spy,57.0,366.0,714.0,664.0,https://pypi.org/project/py-spy,2021-03-22 04:28:35.000,50.0,202310.0,202544.0,,,,2.0,,4682.0,,,py-spy,,,,,,
64,pipreqs,https://github.com/bndr/pipreqs,,pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this..,dependency-managers,28,True,bndr/pipreqs,https://github.com/bndr/pipreqs,Apache-2.0,2015-04-22 16:38:14.000,2021-03-25 09:40:27.000,2021-03-24 22:00:27.000,211.0,66.0,3266.0,2019-11-14 11:06:56.000,0.4.10,38.0,42.0,conda-forge/pipreqs,pipreqs,101.0,279.0,5071.0,4543.0,https://pypi.org/project/pipreqs,2019-11-14 11:00:54.000,528.0,38599.0,38971.0,https://anaconda.org/conda-forge/pipreqs,2019-11-14 14:53:43.131,20123.0,3.0,,,,,,,,,,,
65,mimesis,https://github.com/lk-geimfari/mimesis,,"Mimesis is a high-performance fake data generator for Python, which provides data for a variety of purposes in a..",testing,28,True,lk-geimfari/mimesis,https://github.com/lk-geimfari/mimesis,MIT,2016-09-09 21:41:22.000,2021-03-22 12:53:24.000,2021-03-22 12:53:21.000,268.0,275.0,3260.0,2020-12-21 11:12:37.000,4.1.3,30.0,106.0,,mimesis,12.0,1949.0,84.0,,https://pypi.org/project/mimesis,2020-12-21 11:12:37.000,84.0,79061.0,79063.0,,,,2.0,,154.0,,,,,,,,,
66,structlog,https://github.com/hynek/structlog,,Structured Logging for Python.,logging,28,True,hynek/structlog,https://github.com/hynek/structlog,MIT,2013-08-13 15:55:58.000,2021-03-22 17:08:05.000,2021-03-22 17:08:01.000,133.0,142.0,1450.0,2021-02-18 16:17:00.000,21.1.0,23.0,71.0,conda-forge/structlog,structlog,33.0,,4265.0,3059.0,https://pypi.org/project/structlog,2021-02-18 16:06:29.000,1206.0,508977.0,510687.0,https://anaconda.org/conda-forge/structlog,2021-02-22 14:39:08.894,95773.0,3.0,,,,,,,,,,,
67,wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,,The strictest and most opinionated python linter ever!.,linters,28,True,wemake-services/wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,MIT,2018-03-09 21:04:25.000,2021-03-22 10:51:43.000,2021-03-22 10:51:43.000,269.0,863.0,1415.0,2021-02-27 12:22:01.000,0.15.2,51.0,139.0,,wemake-python-styleguide,80.0,1624.0,295.0,281.0,https://pypi.org/project/wemake-python-styleguide,2021-02-27 12:21:14.000,14.0,21521.0,21521.0,,,,2.0,,,,,,,,,,,
68,radon,https://github.com/rubik/radon,,Various code metrics for Python code.,code-metrics,28,True,rubik/radon,https://github.com/rubik/radon,MIT,2012-09-20 18:58:58.000,2021-03-23 20:49:11.000,2021-03-09 07:24:38.000,87.0,129.0,1194.0,2021-03-07 10:46:49.000,4.4.0,47.0,43.0,conda-forge/radon,radon,18.0,508.0,2760.0,1662.0,https://pypi.org/project/radon,2021-03-09 07:30:44.000,1098.0,110653.0,111312.0,https://anaconda.org/conda-forge/radon,2020-09-18 20:13:31.841,27031.0,1.0,,,,,,,,,,,
69,pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,,Pytest support for asyncio.,testing,28,True,pytest-dev/pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,Apache-2.0,2015-04-11 00:18:05.000,2021-01-13 14:01:21.000,2020-12-01 01:03:15.000,74.0,92.0,689.0,2020-06-23 22:10:28.000,0.14.0,18.0,26.0,conda-forge/pytest-asyncio,pytest-asyncio,59.0,157.0,12426.0,10398.0,https://pypi.org/project/pytest-asyncio,2020-06-23 22:10:28.000,2028.0,597171.0,604824.0,https://anaconda.org/conda-forge/pytest-asyncio,2020-10-30 17:49:56.641,352080.0,2.0,['pytest'],,,,,,,,,,
70,nose2,https://github.com/nose-devs/nose2,,"The successor to nose, based on unittest2.",testing,28,True,nose-devs/nose2,https://github.com/nose-devs/nose2,BSD-3-Clause,2011-12-14 15:33:15.000,2021-03-10 16:59:07.000,2021-03-10 16:59:06.000,131.0,196.0,665.0,2021-01-27 21:57:28.000,0.10.0,26.0,70.0,conda-forge/nose2,nose2,55.0,990.0,5505.0,3567.0,https://pypi.org/project/nose2,2021-01-27 21:57:28.000,1938.0,108943.0,109754.0,https://anaconda.org/conda-forge/nose2,2020-02-02 06:02:02.004,27581.0,2.0,,,,,,,,,,,
71,flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,,A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in..,linters,28,True,PyCQA/flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,MIT,2016-03-15 20:54:43.000,2021-03-11 17:44:57.000,2021-03-08 17:26:00.000,40.0,52.0,519.0,2021-03-08 17:28:03.000,21.3.2,31.0,36.0,conda-forge/flake8-bugbear,flake8-bugbear,34.0,157.0,4269.0,3229.0,https://pypi.org/project/flake8-bugbear,2021-03-08 17:28:03.000,1040.0,292399.0,304488.0,https://anaconda.org/conda-forge/flake8-bugbear,2021-03-08 21:21:16.211,229700.0,2.0,['flake8'],,,,,,,,,,
72,breathe,https://github.com/michaeljones/breathe,,ReStructuredText and Sphinx bridge to Doxygen.,documentation,28,True,michaeljones/breathe,https://github.com/michaeljones/breathe,BSD-3-Clause,2009-02-03 18:52:25.000,2021-03-18 05:17:46.000,2021-02-16 15:26:15.000,136.0,316.0,517.0,2021-02-16 15:27:55.000,4.27.0,54.0,89.0,conda-forge/breathe,breathe,100.0,1378.0,6157.0,4149.0,https://pypi.org/project/breathe,2021-02-16 15:27:55.000,2008.0,33803.0,37201.0,https://anaconda.org/conda-forge/breathe,2021-02-17 04:08:50.258,180122.0,2.0,,,,,,,,,,,
73,prettytable,https://github.com/jazzband/prettytable,,Display tabular data in a visually appealing ASCII table format.,logging,28,False,jazzband/prettytable,https://github.com/jazzband/prettytable,BSD-1-Clause,2016-01-15 02:39:17.000,2021-03-02 22:49:12.885,2021-03-02 19:25:20.000,62.0,27.0,416.0,2021-03-02 19:34:23.000,2.1.0,14.0,27.0,conda-forge/prettytable,prettytable,15.0,306.0,15169.0,15169.0,https://pypi.org/project/prettytable,2021-03-02 19:34:23.000,0.0,1391319.0,1395714.0,https://anaconda.org/conda-forge/prettytable,2021-03-02 22:49:12.885,250533.0,3.0,,,,,,,,,,,
74,ddt,https://github.com/datadriventests/ddt,,Data-Driven Tests for Python Unittest.,testing,28,True,datadriventests/ddt,https://github.com/datadriventests/ddt,MIT,2012-02-11 22:57:10.000,2021-03-12 20:36:06.000,2021-03-12 20:34:54.000,96.0,30.0,381.0,2021-03-12 20:36:06.000,1.4.2,26.0,34.0,conda-forge/ddt,ddt,16.0,211.0,5856.0,3372.0,https://pypi.org/project/ddt,2020-05-15 02:43:35.000,2484.0,137592.0,138751.0,https://anaconda.org/conda-forge/ddt,2020-05-15 03:17:11.932,55666.0,2.0,,,,,,,,,,,
75,PySnooper,https://github.com/cool-RR/PySnooper,,Never use print for debugging again.,debugging,27,True,cool-RR/PySnooper,https://github.com/cool-RR/PySnooper,MIT,2019-04-18 13:55:43.000,2021-02-27 21:29:24.034,2021-02-27 09:14:08.000,877.0,90.0,14287.0,2020-09-14 09:47:00.000,0.4.2,53.0,25.0,conda-forge/pysnooper,pysnooper,18.0,291.0,410.0,364.0,https://pypi.org/project/pysnooper,2020-09-14 09:47:00.000,46.0,19327.0,20822.0,https://anaconda.org/conda-forge/pysnooper,2021-02-27 21:29:24.034,32891.0,1.0,,,,,,,,,,,
76,pyright,https://github.com/microsoft/pyright,,Static type checker for Python.,linters,27,True,Microsoft/pyright,https://github.com/microsoft/pyright,MIT,2019-03-12 03:38:46.000,2021-03-25 01:28:28.000,2021-03-25 01:28:23.000,304.0,1410.0,6478.0,2021-03-24 22:28:25.000,1.1.125,209.0,52.0,,,8.0,3222.0,57.0,53.0,,,,,58859.0,,,,2.0,,,,,,pyright,https://www.npmjs.com/package/pyright,2021-03-24 22:22:17.172,4.0,58859.0,
77,pyre-check,https://github.com/facebook/pyre-check,,Performant type-checking for python.,linters,27,True,facebook/pyre-check,https://github.com/facebook/pyre-check,MIT,2017-11-10 17:31:36.000,2021-03-25 11:26:46.000,2021-03-24 21:59:18.000,304.0,184.0,5221.0,2021-03-04 22:42:39.000,0.0.62,58.0,147.0,,pyre-check,65.0,8751.0,46.0,,https://pypi.org/project/pyre-check,2021-03-05 20:22:41.000,46.0,7924.0,7924.0,,,,2.0,,,,,,,,,,,
78,Nuitka,https://github.com/Nuitka/Nuitka,,"Nuitka is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.3, 3.4, 3.5, 3.6, 3.7,..",packaging,27,True,Nuitka/Nuitka,https://github.com/Nuitka/Nuitka,Apache-2.0,2013-04-23 15:40:33.000,2021-03-20 17:00:16.000,2021-03-17 10:12:34.000,264.0,684.0,3996.0,2021-02-09 11:28:53.000,0.6.12,139.0,90.0,conda-forge/nuitka,nuitka,178.0,7526.0,54.0,,https://pypi.org/project/nuitka,2021-03-17 10:26:39.000,54.0,8211.0,12586.0,https://anaconda.org/conda-forge/nuitka,2021-03-17 16:49:17.111,258161.0,2.0,,,,,,,,,,,
79,pytype,https://github.com/google/pytype,,A static type analyzer for Python code.,linters,27,True,google/pytype,https://github.com/google/pytype,Apache-2.0,2015-03-18 20:52:08.000,2021-03-25 00:22:32.000,2021-03-25 00:22:30.000,188.0,308.0,3177.0,2021-03-23 22:37:47.000,2021.3.22,92.0,60.0,conda-forge/pytype,pytype,98.0,4142.0,88.0,,https://pypi.org/project/pytype,2021-03-23 22:37:47.000,88.0,45570.0,49203.0,https://anaconda.org/conda-forge/pytype,2020-10-13 18:48:00.617,36333.0,2.0,,,,,,,,,,,
80,coala,https://github.com/coala/coala,,"coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming..",linters,27,True,coala/coala,https://github.com/coala/coala,AGPL-3.0,2014-05-15 11:35:34.000,2021-03-25 04:56:38.000,2021-03-23 15:51:42.000,1343.0,2359.0,3166.0,2017-05-30 10:07:57.000,0.11.1,730.0,476.0,,coala-bears,850.0,4475.0,218.0,10.0,https://pypi.org/project/coala-bears,2017-11-10 21:04:50.000,208.0,2192.0,2193.0,,,,2.0,,135.0,,,,,,,,,
81,memory-profiler,https://github.com/pythonprofilers/memory_profiler,,Monitor Memory usage of Python code.,profiling,27,True,pythonprofilers/memory_profiler,https://github.com/pythonprofilers/memory_profiler,BSD-3-Clause,2011-10-14 11:56:14.000,2021-03-22 22:45:32.000,2021-03-22 22:45:32.000,292.0,99.0,2798.0,2018-08-16 03:16:49.000,0.54.0,52.0,85.0,,memory_profiler,82.0,624.0,534.0,,https://pypi.org/project/memory_profiler,2018-08-16 03:16:49.000,534.0,120611.0,120611.0,,,,2.0,,,,,,,,,,,
82,prospector,https://github.com/PyCQA/prospector,,"Inspects Python source files and provides information about type and location of classes, methods etc.",code-metrics,27,True,PyCQA/prospector,https://github.com/PyCQA/prospector,GPL-2.0,2013-08-05 07:26:30.000,2021-03-25 11:37:47.000,2020-10-21 22:30:57.000,119.0,211.0,1403.0,2020-10-21 22:32:26.000,1.3.1,91.0,67.0,conda-forge/prospector,prospector,44.0,1051.0,3291.0,2153.0,https://pypi.org/project/prospector,2020-10-21 22:31:43.000,1138.0,100444.0,100855.0,https://anaconda.org/conda-forge/prospector,2020-11-18 00:26:14.628,22650.0,2.0,,,,,,,,,,,
83,pyelftools,https://github.com/eliben/pyelftools,,Parsing ELF and DWARF in Python.,debugging,27,True,eliben/pyelftools,https://github.com/eliben/pyelftools,Unlicense,2013-06-08 22:55:54.000,2021-02-27 17:55:27.000,2021-01-26 00:11:51.000,391.0,108.0,1185.0,,,8.0,75.0,conda-forge/pyelftools,pyelftools,51.0,567.0,2780.0,1896.0,https://pypi.org/project/pyelftools,2020-10-27 13:45:19.000,884.0,325734.0,326730.0,https://anaconda.org/conda-forge/pyelftools,2020-10-27 16:16:13.901,59811.0,1.0,,,,,,,,,,,
84,scons,https://github.com/SCons/scons,,SCons - a software construction tool.,build-tools,27,True,SCons/scons,https://github.com/SCons/scons,MIT,2017-03-23 22:12:34.579,2021-03-25 14:27:03.000,2021-03-23 21:46:23.000,209.0,2623.0,1094.0,2021-01-19 22:02:05.000,4.1.0,14.0,131.0,conda-forge/scons,scons,664.0,6976.0,50.0,,https://pypi.org/project/scons,2019-12-17 02:49:51.000,50.0,84862.0,88315.0,https://anaconda.org/conda-forge/scons,2021-01-20 08:05:53.549,165072.0,2.0,,348.0,,,,,,,,,
85,safety,https://github.com/pyupio/safety,,Safety checks your installed dependencies for known security vulnerabilities.,security,27,True,pyupio/safety,https://github.com/pyupio/safety,MIT,2016-10-19 13:22:56.000,2021-02-26 16:55:09.000,2021-02-19 21:13:16.000,82.0,68.0,982.0,2021-01-15 19:34:46.000,1.10.3,38.0,35.0,conda-forge/safety,safety,44.0,370.0,2298.0,1754.0,https://pypi.org/project/safety,2021-01-15 19:34:46.000,544.0,193777.0,197018.0,https://anaconda.org/conda-forge/safety,2021-01-15 20:54:00.958,15088.0,2.0,,30675.0,,,,,,,,,
86,pytest-bdd,https://github.com/pytest-dev/pytest-bdd,,BDD library for the py.test runner.,testing,27,True,pytest-dev/pytest-bdd,https://github.com/pytest-dev/pytest-bdd,MIT,2013-03-29 07:27:43.000,2021-03-04 13:56:27.000,2021-03-02 18:24:50.000,129.0,126.0,786.0,2020-12-07 12:41:15.000,4.0.2,89.0,38.0,conda-forge/pytest-bdd,pytest-bdd,102.0,636.0,1480.0,1212.0,https://pypi.org/project/pytest-bdd,2020-12-07 12:41:15.000,268.0,67306.0,68317.0,https://anaconda.org/conda-forge/pytest-bdd,2020-02-03 16:53:59.114,22242.0,3.0,['pytest'],,,,,,,,,,
87,progressbar2,https://github.com/WoLpH/python-progressbar,,Progressbar 2 - A progress bar for Python 2 and Python 3 - pip install progressbar2.,logging,27,True,WoLpH/python-progressbar,https://github.com/WoLpH/python-progressbar,BSD-3-Clause,2012-02-20 06:19:21.000,2021-03-15 00:40:40.000,2021-03-15 00:40:40.000,91.0,177.0,684.0,2020-09-09 13:36:59.000,3.53.1,94.0,38.0,conda-forge/progressbar2,progressbar2,9.0,867.0,10405.0,8209.0,https://pypi.org/project/progressbar2,2020-09-09 13:28:47.000,2196.0,416182.0,420881.0,https://anaconda.org/conda-forge/progressbar2,2020-09-09 14:31:33.844,247189.0,3.0,,1568.0,,,,,,,,,
88,Yappi,https://github.com/sumerc/yappi,,"Yet Another Python Profiler, but this time thread&coroutine&greenlet aware.",profiling,27,True,sumerc/yappi,https://github.com/sumerc/yappi,MIT,2009-10-07 20:46:30.000,2021-03-23 08:19:22.000,2021-03-23 08:19:22.000,41.0,31.0,599.0,2020-11-27 15:28:40.000,1.3.2,17.0,22.0,conda-forge/yappi,yappi,10.0,639.0,1020.0,380.0,https://pypi.org/project/yappi,2020-11-27 15:28:40.000,640.0,84866.0,86381.0,https://anaconda.org/conda-forge/yappi,2020-11-28 16:22:51.992,68196.0,2.0,,,,,,,,,,,
89,astor,https://github.com/berkerpeksag/astor,,Python AST read/write.,ast,27,True,berkerpeksag/astor,https://github.com/berkerpeksag/astor,BSD-3-Clause,2012-09-19 23:02:51.000,2021-03-15 17:27:04.000,2021-03-15 17:27:04.000,79.0,71.0,569.0,2019-12-10 01:50:33.000,0.8.1,14.0,31.0,conda-forge/astor,astor,35.0,261.0,3756.0,,https://pypi.org/project/astor,2019-12-10 01:50:33.000,3756.0,1456278.0,1479223.0,https://anaconda.org/conda-forge/astor,2020-07-01 13:36:26.971,1078429.0,2.0,,,,,,,,,,,
90,buildout,https://github.com/buildout/buildout,,Buildout is a deployment automation tool written in and extended with Python.,build-tools,27,False,buildout/buildout,https://github.com/buildout/buildout,ZPL-2.1,2012-03-25 21:47:18.000,2021-03-22 13:41:51.000,2021-03-19 09:34:42.000,170.0,201.0,509.0,2021-03-08 07:25:44.000,2.13.4,103.0,88.0,,zc.buildout,138.0,1612.0,1974.0,,https://pypi.org/project/zc.buildout,2021-03-09 08:12:12.000,1974.0,49914.0,49914.0,,,,2.0,,,,,,,,,,,
91,pylint-django,https://github.com/PyCQA/pylint-django,,Pylint plugin for improving code analysis for when using Django.,linters,27,True,PyCQA/pylint-django,https://github.com/PyCQA/pylint-django,GPL-2.0,2013-10-01 06:35:15.000,2021-03-14 00:38:01.000,2021-01-10 12:24:27.000,95.0,146.0,451.0,2021-01-10 12:27:12.000,2.4.2,48.0,55.0,conda-forge/pylint-django,pylint-django,25.0,529.0,14787.0,12541.0,https://pypi.org/project/pylint-django,2021-01-10 12:25:25.000,2246.0,226557.0,227912.0,https://anaconda.org/conda-forge/pylint-django,2021-01-12 09:07:20.984,74002.0,2.0,['pylint'],180.0,,,,,,,,,
92,mccabe,https://github.com/PyCQA/mccabe,,McCabe complexity checker for Python.,code-metrics,27,True,PyCQA/mccabe,https://github.com/PyCQA/mccabe,Saxpath,2013-02-20 22:19:04.000,2020-11-23 03:29:18.000,2020-10-03 17:22:54.000,38.0,33.0,378.0,2017-01-26 22:13:14.000,0.6.1,11.0,19.0,conda-forge/mccabe,mccabe,7.0,128.0,213084.0,182074.0,https://pypi.org/project/mccabe,2017-01-26 22:13:14.000,31010.0,6592218.0,6634006.0,https://anaconda.org/conda-forge/mccabe,2018-07-08 18:43:04.536,2381919.0,2.0,,,,,,,,,,,
93,sphinx-autodoc-typehints,https://github.com/agronholm/sphinx-autodoc-typehints,,Type hints support for the Sphinx autodoc extension.,documentation,27,True,agronholm/sphinx-autodoc-typehints,https://github.com/agronholm/sphinx-autodoc-typehints,MIT,2015-09-21 20:41:41.000,2021-03-19 13:34:42.000,2021-02-21 16:06:51.000,60.0,68.0,313.0,2020-10-12 20:37:53.000,1.11.1,28.0,28.0,conda-forge/sphinx-autodoc-typehints,sphinx-autodoc-typehints,39.0,158.0,1380.0,,https://pypi.org/project/sphinx-autodoc-typehints,2020-10-12 20:37:53.000,1380.0,91804.0,95579.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2020-10-12 21:34:27.077,151015.0,2.0,['sphinx'],,,,,,,,,,
94,sqlmap,https://github.com/sqlmapproject/sqlmap,,Automatic SQL injection and database takeover tool.,security,26,True,sqlmapproject/sqlmap,https://github.com/sqlmapproject/sqlmap,GPL-3.0,2012-06-26 09:52:15.000,2021-03-22 11:00:36.000,2021-03-22 11:00:32.000,4213.0,4205.0,19660.0,2021-02-01 20:35:09.000,1.5.2,65.0,104.0,,sqlmap,45.0,9746.0,8.0,,https://pypi.org/project/sqlmap,2021-03-03 22:08:16.000,8.0,2319.0,2319.0,,,,2.0,,,,,,,,,,,
95,pyinstrument,https://github.com/joerick/pyinstrument,,Call stack profiler for Python. Shows you why your code is slow!.,profiling,26,True,joerick/pyinstrument,https://github.com/joerick/pyinstrument,BSD-3-Clause,2014-03-13 17:53:13.000,2021-03-21 20:03:35.000,2021-03-21 20:03:35.000,99.0,55.0,2597.0,2021-02-19 09:56:50.000,3.4.1,28.0,24.0,conda-forge/pyinstrument,pyinstrument,20.0,419.0,369.0,233.0,https://pypi.org/project/pyinstrument,2021-02-19 09:56:50.000,136.0,57947.0,59150.0,https://anaconda.org/conda-forge/pyinstrument,2021-02-19 13:40:07.707,65006.0,2.0,,,,,,,,,,,
96,pudb,https://github.com/inducer/pudb,,Full-screen console debugger for Python.,debugging,26,True,inducer/pudb,https://github.com/inducer/pudb,MIT,2011-05-13 23:44:30.000,2021-03-25 04:18:40.000,2021-03-24 22:15:47.000,167.0,129.0,1992.0,2017-09-02 18:52:28.000,2017.1.4,68.0,71.0,conda-forge/pudb,pudb,138.0,,3691.0,2265.0,https://pypi.org/project/pudb,2020-12-21 04:20:59.000,1426.0,320260.0,321941.0,https://anaconda.org/conda-forge/pudb,2020-04-15 19:25:06.154,94167.0,2.0,,,,,,,,,,,
97,Diamond,https://github.com/python-diamond/Diamond,,Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of..,profiling,26,False,python-diamond/Diamond,https://github.com/python-diamond/Diamond,MIT,2013-10-11 23:32:13.000,2020-12-28 06:55:11.000,2018-03-15 16:54:31.000,592.0,128.0,1613.0,2016-11-25 22:13:29.000,4.0.515,36.0,342.0,,diamond,226.0,3219.0,86.0,55.0,https://pypi.org/project/diamond,2016-11-25 22:13:29.000,31.0,16451.0,16451.0,,,,2.0,,,,,,,,,,,
98,flit,https://github.com/takluyver/flit,,Simplified packaging of Python modules.,build-tools,26,True,takluyver/flit,https://github.com/takluyver/flit,BSD-3-Clause,2015-03-13 21:22:27.000,2021-03-22 11:34:50.479,2021-03-21 21:18:18.000,68.0,155.0,1322.0,2021-03-01 15:37:10.000,3.1.0,39.0,41.0,conda-forge/flit,flit,83.0,892.0,226.0,,https://pypi.org/project/flit,2021-03-01 15:37:10.000,226.0,17583.0,19097.0,https://anaconda.org/conda-forge/flit,2021-03-22 11:34:50.479,74216.0,3.0,,,,,,,,,,,
99,pybuilder,https://github.com/pybuilder/pybuilder,,Software build automation tool for Python.,build-tools,26,True,pybuilder/pybuilder,https://github.com/pybuilder/pybuilder,Apache-2.0,2012-07-23 11:38:06.000,2021-03-24 21:41:31.000,2020-10-18 16:56:10.000,234.0,389.0,1292.0,2020-10-06 16:13:40.000,0.12.10,533.0,35.0,,pybuilder,87.0,1284.0,110.0,,https://pypi.org/project/pybuilder,2021-03-24 21:41:31.000,110.0,7616.0,7616.0,,,,3.0,,,,,,,,,,,
100,vulture,https://github.com/jendrikseipp/vulture,,Find dead Python code.,refactoring,26,True,jendrikseipp/vulture,https://github.com/jendrikseipp/vulture,MIT,2016-08-11 15:39:58.647,2021-01-21 15:53:38.000,2021-01-21 15:53:37.000,67.0,131.0,1210.0,2021-01-16 17:51:40.000,2.3,42.0,27.0,conda-forge/vulture,vulture,12.0,678.0,1227.0,867.0,https://pypi.org/project/vulture,2021-01-16 17:49:50.000,360.0,58512.0,59251.0,https://anaconda.org/conda-forge/vulture,2020-08-11 23:14:02.062,40660.0,2.0,,,,,,,,,,,
101,doit,https://github.com/pydoit/doit,,task management & automation tool.,build-tools,26,True,pydoit/doit,https://github.com/pydoit/doit,MIT,2014-02-14 22:21:23.000,2021-03-19 07:53:33.000,2021-03-19 07:53:33.000,119.0,189.0,972.0,2020-09-04 06:38:01.000,0.33.1,43.0,53.0,conda-forge/doit,doit,65.0,1353.0,1139.0,673.0,https://pypi.org/project/doit,2020-09-04 06:38:01.000,466.0,42746.0,43938.0,https://anaconda.org/conda-forge/doit,2020-10-11 16:47:23.103,46524.0,3.0,,,,,,,,,,,
102,pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,,py.test fixture for benchmarking code.,testing,26,True,ionelmc/pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,BSD-2-Clause,2014-10-10 10:55:33.000,2021-03-12 05:49:03.000,2021-03-12 05:48:58.000,71.0,77.0,736.0,2020-01-10 10:25:10.000,3.2.3,39.0,32.0,conda-forge/pytest-benchmark,pytest-benchmark,66.0,973.0,2369.0,1639.0,https://pypi.org/project/pytest-benchmark,2020-01-10 10:25:10.000,730.0,125741.0,133184.0,https://anaconda.org/conda-forge/pytest-benchmark,2020-03-24 11:45:49.727,446618.0,3.0,['pytest'],,,,,,,,,,
103,pdbpp,https://github.com/pdbpp/pdbpp,,"pdb++, a drop-in replacement for pdb (the Python debugger).",debugging,26,True,pdbpp/pdbpp,https://github.com/pdbpp/pdbpp,BSD-3-Clause,2017-06-11 13:42:16.000,2021-03-18 01:04:05.000,2020-11-22 13:22:19.000,38.0,105.0,698.0,2019-10-04 12:04:09.000,0.10.2,25.0,39.0,conda-forge/pdbpp,pdbpp,53.0,682.0,2985.0,1957.0,https://pypi.org/project/pdbpp,2019-10-04 12:04:09.000,1028.0,86532.0,87761.0,https://anaconda.org/conda-forge/pdbpp,2019-05-07 20:32:36.208,52884.0,2.0,,,,,,,,,,,
104,pytest-sugar,https://github.com/Teemu/pytest-sugar,,"a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail..",testing,26,True,Teemu/pytest-sugar,https://github.com/Teemu/pytest-sugar,BSD-3-Clause,2013-06-25 21:09:27.000,2020-10-24 19:01:48.000,2020-10-24 18:04:51.000,50.0,68.0,693.0,2020-07-06 18:40:33.000,0.9.4,25.0,38.0,conda-forge/pytest-sugar,pytest-sugar,35.0,344.0,11562.0,6982.0,https://pypi.org/project/pytest-sugar,2020-07-06 18:40:33.000,4580.0,210028.0,212178.0,https://anaconda.org/conda-forge/pytest-sugar,2020-09-18 13:41:24.029,92456.0,3.0,['pytest'],,,,,,,,,,
105,sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,,Sphinx Bootstrap Theme.,documentation,26,False,ryan-roemer/sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,MIT,2011-12-07 14:53:00.000,2021-01-13 12:56:13.000,2019-09-25 19:17:09.000,203.0,78.0,575.0,2019-03-29 17:57:28.000,0.7.1,56.0,37.0,,sphinx-bootstrap-theme,57.0,393.0,2928.0,1952.0,https://pypi.org/project/sphinx-bootstrap-theme,2019-03-29 17:57:28.000,976.0,19611.0,19611.0,,,,2.0,['sphinx'],,,,,,,,,,
106,setuptools_scm,https://github.com/pypa/setuptools_scm,,the blessed package to manage your versions by scm tags.,build-tools,26,True,pypa/setuptools_scm,https://github.com/pypa/setuptools_scm,MIT,2015-07-01 17:57:56.000,2021-03-25 10:39:32.000,2021-03-17 14:11:55.000,135.0,256.0,442.0,2020-12-13 22:17:40.000,5.0.1,47.0,80.0,conda-forge/setuptools_scm,setuptools_scm,68.0,,694.0,,https://pypi.org/project/setuptools_scm,2018-08-09 06:35:57.000,694.0,6500700.0,6510581.0,https://anaconda.org/conda-forge/setuptools_scm,2021-03-17 16:05:30.451,592896.0,3.0,,,-2.0,,,,,,,,
107,python-coloredlogs,https://github.com/xolox/python-coloredlogs,,Colored terminal output for Python's logging module.,logging,26,True,xolox/python-coloredlogs,https://github.com/xolox/python-coloredlogs,MIT,2013-05-30 18:57:12.000,2020-12-10 13:10:51.000,2020-12-10 13:09:55.000,35.0,49.0,410.0,2018-04-29 22:06:15.000,9.3.1,62.0,16.0,,coloredlogs,20.0,271.0,9182.0,7086.0,https://pypi.org/project/coloredlogs,2020-12-10 13:10:51.000,2096.0,551604.0,551604.0,,,,3.0,,,,,,,,,,,
108,pep8-naming,https://github.com/PyCQA/pep8-naming,,Naming Convention checker for Python.,linters,26,False,PyCQA/pep8-naming,https://github.com/PyCQA/pep8-naming,Saxpath,2013-02-09 18:32:52.000,2021-02-14 21:34:48.000,2021-01-05 19:26:21.000,47.0,61.0,286.0,2020-06-16 23:48:52.000,0.11.1,21.0,26.0,conda-forge/pep8-naming,pep8-naming,10.0,210.0,8992.0,5964.0,https://pypi.org/project/pep8-naming,2020-06-16 23:48:52.000,3028.0,309922.0,312893.0,https://anaconda.org/conda-forge/pep8-naming,2020-07-01 03:49:33.929,181240.0,2.0,,,,,,,,,,,
109,pytest-mypy,https://github.com/dbader/pytest-mypy,,Mypy static type checker plugin for Pytest.,testing,26,True,dbader/pytest-mypy,https://github.com/dbader/pytest-mypy,MIT,2016-09-29 14:39:23.000,2021-03-21 15:51:09.000,2021-03-21 15:48:31.000,31.0,34.0,186.0,2021-03-21 15:51:09.000,0.8.1,17.0,15.0,conda-forge/pytest-mypy,pytest-mypy,9.0,216.0,1242.0,976.0,https://pypi.org/project/pytest-mypy,2021-03-21 15:51:09.000,266.0,111171.0,111787.0,https://anaconda.org/conda-forge/pytest-mypy,2020-11-24 14:50:18.057,8009.0,3.0,['pytest'],,,,,,,,,,
110,astunparse,https://github.com/simonpercivall/astunparse,,An AST unparser for Python.,ast,26,False,simonpercivall/astunparse,https://github.com/simonpercivall/astunparse,BSD-3-Clause,2014-03-31 15:34:54.000,2021-01-15 07:40:29.426,2019-12-22 18:11:19.000,36.0,21.0,158.0,2019-12-22 18:12:11.000,1.6.3,11.0,10.0,conda-forge/astunparse,astunparse,14.0,86.0,15249.0,15067.0,https://pypi.org/project/astunparse,2019-12-22 18:12:11.000,182.0,1615070.0,1618672.0,https://anaconda.org/conda-forge/astunparse,2021-01-15 07:40:29.426,162125.0,3.0,,,,,,,,,,,
111,gast,https://github.com/serge-sans-paille/gast,,Python AST that abstracts the underlying Python version.,ast,26,True,serge-sans-paille/gast,https://github.com/serge-sans-paille/gast,BSD-3-Clause,2016-07-18 10:39:07.000,2021-01-20 06:24:52.000,2020-11-26 20:24:53.000,23.0,21.0,104.0,2020-08-07 21:45:21.000,0.4.0,16.0,10.0,conda-forge/gast,gast,4.0,80.0,53909.0,50521.0,https://pypi.org/project/gast,2020-08-07 21:45:21.000,3388.0,2955929.0,2986068.0,https://anaconda.org/conda-forge/gast,2020-08-07 22:36:47.303,1024753.0,3.0,,,,,,,,,,,
112,pyenv,https://github.com/pyenv/pyenv,,Simple Python version management.,virtual-envs,25,True,pyenv/pyenv,https://github.com/pyenv/pyenv,MIT,2012-08-31 06:57:52.000,2021-03-23 21:46:57.000,2021-03-23 17:30:53.000,1990.0,981.0,22842.0,2021-03-19 07:12:10.000,1.2.24.1,33.0,314.0,,pyenv,267.0,2485.0,1.0,,https://pypi.org/project/pyenv,2019-01-12 14:49:22.000,1.0,3144.0,3144.0,,,,2.0,,,-1.0,,,,,,,,
113,playwright-python,https://github.com/microsoft/playwright-python,,Python version of the Playwright testing and automation library.,testing,25,True,microsoft/playwright-python,https://github.com/microsoft/playwright-python,Apache-2.0,2020-07-01 15:28:13.000,2021-03-25 14:29:55.000,2021-03-24 05:17:51.000,346.0,250.0,4294.0,2021-03-24 21:32:03.000,1.10.0,49.0,16.0,,playwright,35.0,307.0,141.0,141.0,https://pypi.org/project/playwright,2021-03-10 21:12:55.000,0.0,14703.0,14703.0,,,,3.0,,,,,,,,,,,
114,line_profiler,https://github.com/pyutils/line_profiler,,Line-by-line profiling for Python.,profiling,25,True,pyutils/line_profiler,https://github.com/pyutils/line_profiler,BSD-3-Clause,2016-05-26 17:37:38.151,2021-03-22 19:12:32.000,2021-01-25 15:09:39.000,245.0,7.0,3491.0,2020-01-12 22:11:51.000,3.0.2,8.0,20.0,conda-forge/line_profiler,line_profiler,22.0,140.0,692.0,,https://pypi.org/project/line_profiler,2017-12-20 02:30:37.000,692.0,161499.0,164299.0,https://anaconda.org/conda-forge/line_profiler,2021-03-18 12:06:33.698,162400.0,3.0,,,,,,,,,,,
115,pex,https://github.com/pantsbuild/pex,,A library and tool for generating .pex (Python EXecutable) files.,packaging,25,True,pantsbuild/pex,https://github.com/pantsbuild/pex,Apache-2.0,2014-07-21 17:06:12.000,2021-03-25 06:29:14.000,2021-03-19 00:43:29.000,192.0,529.0,1830.0,2021-03-17 01:37:11.000,2.1.34,123.0,96.0,,pex,135.0,,230.0,,https://pypi.org/project/pex,2021-03-17 01:36:52.000,230.0,53863.0,58408.0,,,,2.0,,263664.0,-2.0,,,,,,,,
116,typeguard,https://github.com/agronholm/typeguard,,Run-time type checker for Python.,debugging,25,True,agronholm/typeguard,https://github.com/agronholm/typeguard,MIT,2015-12-27 23:15:37.000,2021-03-19 18:34:45.000,2021-03-19 18:34:44.000,55.0,112.0,608.0,2021-02-16 20:04:08.000,2.11.1,39.0,17.0,conda-forge/typeguard,typeguard,32.0,233.0,158.0,,https://pypi.org/project/typeguard,2021-02-16 20:04:08.000,158.0,543617.0,544870.0,https://anaconda.org/conda-forge/typeguard,2021-02-17 00:33:38.677,32598.0,3.0,,,,,,,,,,,
117,asv,https://github.com/airspeed-velocity/asv,,Airspeed Velocity: A simple Python benchmarking tool with web-based reporting.,testing,25,True,airspeed-velocity/asv,https://github.com/airspeed-velocity/asv,BSD-3-Clause,2013-11-07 20:43:31.000,2021-02-16 18:17:19.627,2020-12-22 14:28:12.000,121.0,300.0,571.0,2020-05-16 12:35:26.000,0.4.2,16.0,53.0,conda-forge/asv,asv,103.0,1887.0,229.0,141.0,https://pypi.org/project/asv,2020-05-16 12:33:41.000,88.0,7405.0,14494.0,https://anaconda.org/conda-forge/asv,2021-02-16 18:17:19.627,354468.0,3.0,,,,,,,,,,,
118,pytest-watch,https://github.com/joeyespo/pytest-watch,,Local continuous test runner with pytest and watchdog.,testing,25,False,joeyespo/pytest-watch,https://github.com/joeyespo/pytest-watch,MIT,2015-01-12 02:08:20.000,2021-01-29 17:57:16.000,2019-06-15 20:36:43.000,48.0,40.0,557.0,2018-05-20 19:52:16.000,4.2.0,17.0,16.0,conda-forge/pytest-watch,pytest-watch,30.0,183.0,2814.0,2032.0,https://pypi.org/project/pytest-watch,2018-05-20 19:52:16.000,782.0,75208.0,76166.0,https://anaconda.org/conda-forge/pytest-watch,2021-01-18 20:02:36.906,36415.0,3.0,['pytest'],,,,,,,,,,
119,PyHamcrest,https://github.com/hamcrest/PyHamcrest,,Hamcrest matchers for Python.,testing,25,True,hamcrest/PyHamcrest,https://github.com/hamcrest/PyHamcrest,BSD-3-Clause,2010-12-24 02:55:56.000,2021-03-12 17:18:45.000,2021-03-08 10:35:21.000,79.0,47.0,539.0,2020-03-02 14:42:32.000,2.0.2,22.0,34.0,conda-forge/pyhamcrest,pyhamcrest,10.0,,3392.0,,https://pypi.org/project/pyhamcrest,2020-03-02 14:42:32.000,3392.0,591715.0,597555.0,https://anaconda.org/conda-forge/pyhamcrest,2020-03-02 15:36:14.195,338726.0,3.0,,,,,,,,,,,
120,autoflake,https://github.com/myint/autoflake,,Removes unused imports and unused variables as reported by pyflakes.,refactoring,25,True,myint/autoflake,https://github.com/myint/autoflake,MIT,2012-12-27 03:40:17.000,2021-03-05 19:05:51.000,2020-12-27 17:36:40.000,40.0,32.0,365.0,2019-08-04 15:14:24.000,1.3.1,36.0,17.0,conda-forge/autoflake,autoflake,23.0,439.0,2576.0,1996.0,https://pypi.org/project/autoflake,2019-08-04 15:14:24.000,580.0,219838.0,223642.0,https://anaconda.org/conda-forge/autoflake,2019-04-25 16:08:45.978,87496.0,2.0,,,,,,,,,,,
121,sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,,Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a livereload enabled..,documentation,25,True,executablebooks/sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,MIT,2013-12-25 17:09:56.000,2021-03-14 17:15:24.297,2021-03-14 13:43:08.000,47.0,44.0,310.0,2021-03-14 13:46:47.000,2021.3.14,15.0,17.0,conda-forge/sphinx-autobuild,sphinx-autobuild,11.0,,4682.0,,https://pypi.org/project/sphinx-autobuild,2021-03-14 13:46:47.000,4682.0,74334.0,75289.0,https://anaconda.org/conda-forge/sphinx-autobuild,2021-03-14 17:15:24.297,44918.0,2.0,['sphinx'],,,,,,,,,,
122,flake8-import-order,https://github.com/PyCQA/flake8-import-order,,Flake8 plugin that checks import order against various Python Style Guides.,linters,25,True,PyCQA/flake8-import-order,https://github.com/PyCQA/flake8-import-order,LGPL-3.0,2014-03-16 12:46:09.000,2021-03-12 04:22:24.000,2020-08-04 12:21:12.000,61.0,83.0,234.0,2019-03-04 08:39:11.000,0.18.1,34.0,40.0,conda-forge/flake8-import-order,flake8-import-order,11.0,274.0,1892.0,,https://pypi.org/project/flake8-import-order,2019-03-04 08:39:11.000,1892.0,164919.0,168470.0,https://anaconda.org/conda-forge/flake8-import-order,2019-03-06 03:48:48.199,184671.0,2.0,['flake8'],,,,,,,,,,
123,check-manifest,https://github.com/mgedmin/check-manifest,,Tool to check the completeness of MANIFEST.in for Python packages.,linters,25,True,mgedmin/check-manifest,https://github.com/mgedmin/check-manifest,MIT,2013-03-05 15:27:20.000,2021-01-27 10:20:48.000,2021-01-27 10:19:52.000,29.0,70.0,222.0,,,40.0,18.0,conda-forge/check-manifest,check-manifest,14.0,517.0,6407.0,4603.0,https://pypi.org/project/check-manifest,2021-01-04 14:37:14.000,1804.0,97691.0,98558.0,https://anaconda.org/conda-forge/check-manifest,2021-01-04 16:36:49.618,23428.0,2.0,,,,,,,,,,,
124,better-exceptions,https://github.com/Qix-/better-exceptions,,"Pretty and useful exceptions in Python, automatically.",logging,24,True,Qix-/better-exceptions,https://github.com/Qix-/better-exceptions,MIT,2017-03-12 11:23:04.000,2021-01-29 16:48:55.000,2021-01-29 16:48:11.000,192.0,40.0,3890.0,2021-01-29 16:48:55.000,0.3.3,16.0,14.0,,better-exceptions,29.0,97.0,74.0,,https://pypi.org/project/better-exceptions,2021-01-29 16:48:55.000,74.0,18564.0,18564.0,,,,3.0,,,,,,,,,,,
125,notifiers,https://github.com/liiight/notifiers,,The easy way to send notifications.,logging,24,True,liiight/notifiers,https://github.com/liiight/notifiers,MIT,2017-06-01 10:20:18.000,2021-03-25 04:35:01.000,2020-12-30 22:21:45.000,70.0,52.0,1812.0,2019-10-05 13:00:41.000,1.2.1,26.0,14.0,,notifiers,35.0,377.0,119.0,113.0,https://pypi.org/project/notifiers,2019-10-05 13:00:41.000,6.0,147432.0,147432.0,,,,3.0,,,,,,,,,,,
126,uiautomator,https://github.com/xiaocong/uiautomator,,Python wrapper of Android uiautomator test tool.,testing,24,True,xiaocong/uiautomator,https://github.com/xiaocong/uiautomator,MIT,2013-08-18 03:38:50.000,2020-12-29 05:34:09.000,2020-11-16 01:36:32.000,571.0,114.0,1654.0,2020-11-16 03:43:07.000,1.0.2,41.0,13.0,,uiautomator,165.0,316.0,303.0,181.0,https://pypi.org/project/uiautomator,2020-11-16 03:43:07.000,122.0,3997.0,3997.0,,,,3.0,,,,,,,,,,,
127,mamba,https://github.com/mamba-org/mamba,,The Fast Cross-Platform Package Manager.,dependency-managers,24,True,mamba-org/mamba,https://github.com/mamba-org/mamba,BSD-3-Clause,2019-03-05 13:05:10.000,2021-03-25 14:42:00.000,2021-03-24 18:59:03.000,74.0,290.0,1361.0,,,61.0,42.0,conda-forge/mamba,,98.0,1078.0,306.0,306.0,,,,,24846.0,https://anaconda.org/conda-forge/mamba,2021-03-12 13:45:28.524,596313.0,3.0,,,,,,,,,,,
128,stackprinter,https://github.com/cknd/stackprinter,,Debugging-friendly exceptions for Python.,logging,24,True,cknd/stackprinter,https://github.com/cknd/stackprinter,MIT,2018-09-05 10:58:47.000,2021-03-18 20:44:50.000,2021-01-01 18:48:26.000,31.0,13.0,1131.0,2020-10-31 13:10:42.000,0.2.5,14.0,6.0,,stackprinter,9.0,159.0,55.0,51.0,https://pypi.org/project/stackprinter,2020-10-31 13:06:59.000,4.0,27598.0,27598.0,,,,3.0,,,,,,,,,,,
129,pylama,https://github.com/klen/pylama,,Code audit tool for python.,linters,24,False,klen/pylama,https://github.com/klen/pylama,LGPL-3.0,2012-08-17 10:10:10.000,2021-02-03 20:47:36.000,2019-04-10 18:20:19.000,77.0,53.0,769.0,2019-04-10 18:20:47.000,7.7.1,99.0,41.0,,pylama,72.0,689.0,3285.0,2281.0,https://pypi.org/project/pylama,2019-04-10 18:20:47.000,1004.0,51680.0,51680.0,,,,3.0,,,,,,,,,,,
130,pympler,https://github.com/pympler/pympler,,"Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application.",profiling,24,True,pympler/pympler,https://github.com/pympler/pympler,Apache-2.0,2012-10-04 23:35:16.000,2020-12-22 22:15:18.000,2020-10-15 19:16:49.000,67.0,46.0,749.0,2016-03-31 11:48:42.000,0.4.3,15.0,26.0,conda-forge/pympler,pympler,32.0,443.0,478.0,,https://pypi.org/project/pympler,2020-10-14 20:27:50.000,478.0,99424.0,102838.0,https://anaconda.org/conda-forge/pympler,2020-10-14 22:08:39.935,163911.0,3.0,,,,,,,,,,,
131,green,https://github.com/CleanCut/green,,"Green is a clean, colorful, fast python test runner.",testing,24,True,CleanCut/green,https://github.com/CleanCut/green,MIT,2014-04-01 20:08:18.000,2020-12-14 17:20:18.000,2020-12-14 17:20:18.000,73.0,159.0,693.0,2020-11-23 18:43:18.000,3.2.5,139.0,37.0,conda-forge/green,green,12.0,1036.0,924.0,566.0,https://pypi.org/project/green,2020-11-23 18:43:18.000,358.0,4960.0,6638.0,https://anaconda.org/conda-forge/green,2020-11-12 18:09:27.157,70512.0,3.0,,,,,,,,,,,
132,nox,https://github.com/theacodes/nox,,Flexible test automation for Python.,testing,24,True,theacodes/nox,https://github.com/theacodes/nox,Apache-2.0,2016-02-24 04:02:58.000,2021-03-20 21:25:06.000,2021-03-12 03:04:12.000,86.0,165.0,511.0,2021-01-01 01:16:23.000,2020.12.31,18.0,55.0,conda-forge/nox,nox,50.0,,548.0,492.0,https://pypi.org/project/nox,2021-01-01 01:16:23.000,56.0,112212.0,112966.0,https://anaconda.org/conda-forge/nox,2021-01-06 20:13:32.270,21868.0,3.0,['pytest'],,,,,,,,,,
133,Mamba Test Runner,https://github.com/nestorsalceda/mamba,,The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD).,testing,24,True,nestorsalceda/mamba,https://github.com/nestorsalceda/mamba,MIT,2013-03-12 18:53:42.000,2021-03-19 21:36:39.000,2020-11-16 12:31:58.000,61.0,52.0,462.0,2020-11-16 12:36:24.000,0.11.2,21.0,22.0,,mamba,45.0,468.0,220.0,,https://pypi.org/project/mamba,2020-11-16 12:35:41.000,220.0,7900.0,7900.0,,,,3.0,,,,,,,,,,,
134,paver,https://github.com/paver/paver,,Python-based project scripting.,build-tools,24,True,paver/paver,https://github.com/paver/paver,BSD-3-Clause,2010-11-11 09:43:52.000,2020-12-29 19:27:26.000,2020-12-29 19:24:52.000,76.0,90.0,439.0,2017-12-31 01:13:41.000,1.3.4,28.0,44.0,conda-forge/paver,paver,36.0,525.0,1908.0,,https://pypi.org/project/paver,2017-12-31 01:13:41.000,1908.0,25360.0,25756.0,https://anaconda.org/conda-forge/paver,2018-07-24 12:48:36.122,20641.0,3.0,,,,,,,,,,,
135,mypy-protobuf,https://github.com/dropbox/mypy-protobuf,,open source tools to generate mypy stubs from protobufs.,linters,24,True,dropbox/mypy-protobuf,https://github.com/dropbox/mypy-protobuf,Apache-2.0,2017-12-11 21:55:05.000,2021-02-25 22:40:31.000,2021-02-25 22:40:31.000,51.0,58.0,338.0,,,29.0,27.0,,mypy-protobuf,10.0,252.0,226.0,202.0,https://pypi.org/project/mypy-protobuf,2021-02-04 23:42:23.000,24.0,345120.0,345120.0,,,,3.0,,,,,,,,,,,
136,darglint,https://github.com/terrencepreilly/darglint,,A python documentation linter which checks that the docstring description matches the definition.,linters,24,True,terrencepreilly/darglint,https://github.com/terrencepreilly/darglint,MIT,2017-09-25 14:11:21.000,2021-03-23 06:13:04.000,2021-02-22 05:33:05.000,24.0,88.0,288.0,2021-01-30 20:56:42.000,1.6.0,47.0,20.0,conda-forge/darglint,darglint,35.0,474.0,361.0,341.0,https://pypi.org/project/darglint,2021-02-22 05:24:56.000,20.0,55773.0,56299.0,https://anaconda.org/conda-forge/darglint,2021-02-22 07:20:19.625,9474.0,3.0,,,,,,,,,,,
137,py2exe,https://github.com/py2exe/py2exe,,A distutils extension to create standalone Windows programs from Python code.,packaging,24,True,py2exe/py2exe,https://github.com/py2exe/py2exe,MIT,2019-03-11 13:16:35.000,2021-03-19 22:31:25.000,2021-03-13 14:41:37.000,32.0,61.0,195.0,2021-03-13 15:09:17.000,0.10.3.0,8.0,13.0,,py2exe,5.0,945.0,1411.0,1065.0,https://pypi.org/project/py2exe,2021-03-13 15:14:28.000,346.0,15954.0,16299.0,,,,2.0,,8283.0,,,,,,,,,
138,flake8-quotes,https://github.com/zheller/flake8-quotes,,Flake8 extension for checking quotes in python.,linters,24,True,zheller/flake8-quotes,https://github.com/zheller/flake8-quotes,MIT,2014-03-10 00:05:08.000,2020-06-06 07:55:44.000,2020-05-12 23:46:18.000,32.0,39.0,123.0,2020-05-12 23:46:28.000,3.2.0,37.0,28.0,conda-forge/flake8-quotes,flake8-quotes,3.0,99.0,4310.0,2906.0,https://pypi.org/project/flake8-quotes,2020-05-12 23:46:28.000,1404.0,204701.0,207897.0,https://anaconda.org/conda-forge/flake8-quotes,2020-05-13 00:39:59.431,172625.0,3.0,['flake8'],,,,,,,,,,
139,flake8-isort,https://github.com/gforcada/flake8-isort,,flake8 plugin that integrates isort.,linters,24,True,gforcada/flake8-isort,https://github.com/gforcada/flake8-isort,GPL-2.0,2015-09-12 19:25:34.000,2021-02-05 16:31:25.000,2020-08-11 08:04:26.000,34.0,37.0,104.0,2020-08-11 08:04:21.000,4.0.0,31.0,28.0,conda-forge/flake8-isort,flake8-isort,7.0,257.0,3531.0,2603.0,https://pypi.org/project/flake8-isort,2020-08-11 08:04:21.000,928.0,149270.0,149892.0,https://anaconda.org/conda-forge/flake8-isort,2020-08-11 09:43:27.627,10586.0,3.0,['flake8'],,,,,,,,,,
140,gdbgui,https://github.com/cs01/gdbgui,,"Browser-based frontend to gdb (gnu debugger). Add breakpoints, view the stack, visualize data structures, and more in..",debugging,23,True,cs01/gdbgui,https://github.com/cs01/gdbgui,GPL-3.0,2016-10-27 03:19:25.000,2021-03-09 00:54:17.000,2020-12-21 02:51:39.000,457.0,154.0,7863.0,2020-12-21 03:07:33.000,0.14.0.2,90.0,35.0,,gdbgui,111.0,420.0,76.0,74.0,https://pypi.org/project/gdbgui,2020-12-21 02:53:00.000,2.0,7431.0,7795.0,,,,3.0,,2915.0,,,,,,,,,
141,Scalene,https://github.com/plasma-umass/scalene,,"Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python.",profiling,23,True,emeryberger/scalene,https://github.com/plasma-umass/scalene,Apache-2.0,2019-12-17 20:56:28.000,2021-03-24 19:56:55.000,2021-03-24 19:56:55.000,137.0,70.0,3831.0,2021-03-10 22:44:06.000,1.3.0,94.0,18.0,,scalene,18.0,1192.0,34.0,34.0,https://pypi.org/project/scalene,2021-03-10 22:44:06.000,0.0,1384.0,1384.0,,,,3.0,,,,plasma-umass/scalene,,,,,,,
142,vprof,https://github.com/nvdv/vprof,,Visual profiler for Python.,profiling,23,True,nvdv/vprof,https://github.com/nvdv/vprof,BSD-2-Clause,2015-06-29 03:59:39.000,2021-02-20 07:50:28.000,2021-02-20 07:47:40.000,165.0,56.0,3728.0,2018-06-24 14:16:36.000,0.37.6,24.0,17.0,,vprof,23.0,619.0,89.0,71.0,https://pypi.org/project/vprof,2020-02-29 13:31:59.000,18.0,1762.0,1762.0,,,,3.0,,,,,,,,,,,
143,rebound,https://github.com/shobrook/rebound,,Command-line tool that instantly fetches Stack Overflow results when an exception is thrown.,logging,23,True,shobrook/rebound,https://github.com/shobrook/rebound,MIT,2017-05-29 17:11:25.872,2021-02-12 20:08:59.862,2021-01-04 03:14:37.000,328.0,38.0,3504.0,2021-02-12 16:01:26.000,3.16.0,164.0,16.0,conda-forge/rebound,rebound,20.0,166.0,32.0,18.0,https://pypi.org/project/rebound,2021-02-12 16:01:26.000,14.0,725.0,3070.0,https://anaconda.org/conda-forge/rebound,2021-02-12 20:08:59.862,107687.0,3.0,,160.0,,,,,,,,,
144,pipx,https://github.com/pipxproject/pipx,,Install and Run Python Applications in Isolated Environments.,dependency-managers,23,True,pipxproject/pipx,https://github.com/pipxproject/pipx,MIT,2018-10-06 18:47:46.000,2021-03-25 05:49:45.000,2021-03-25 05:49:45.000,150.0,299.0,3340.0,2021-02-26 02:43:19.000,0.16.1.0,41.0,53.0,,pipx,66.0,430.0,4.0,,https://pypi.org/project/pipx,2021-01-16 08:17:57.000,4.0,20558.0,20558.0,,,,3.0,,,,,,,,,,,
145,MonkeyType,https://github.com/Instagram/MonkeyType,,A system for Python that generates static type annotations by collecting runtime types.,refactoring,23,True,Instagram/MonkeyType,https://github.com/Instagram/MonkeyType,BSD-3-Clause,2017-07-11 00:19:00.000,2021-03-08 18:14:34.000,2021-03-08 18:14:34.000,122.0,102.0,3304.0,2020-05-18 19:40:30.000,20.5.0,20.0,36.0,conda-forge/monkeytype,monkeytype,31.0,270.0,148.0,114.0,https://pypi.org/project/monkeytype,2020-05-18 19:40:30.000,34.0,6714.0,7494.0,https://anaconda.org/conda-forge/monkeytype,2020-05-19 00:57:07.937,29668.0,2.0,,,,,,,,,,,
146,alive-progress,https://github.com/rsalmei/alive-progress,,"A new kind of Progress Bar, with real time throughput, eta and very cool animations!.",logging,23,True,rsalmei/alive-progress,https://github.com/rsalmei/alive-progress,MIT,2019-08-05 05:54:30.000,2021-03-25 04:21:33.000,2021-01-08 01:36:09.000,74.0,41.0,2123.0,2021-01-08 01:37:28.000,1.6.2,19.0,1.0,conda-forge/alive-progress,alive-progress,17.0,246.0,251.0,251.0,https://pypi.org/project/alive-progress,2021-01-08 01:37:28.000,0.0,4478.0,4967.0,https://anaconda.org/conda-forge/alive-progress,2021-01-08 03:33:35.990,6358.0,3.0,,,,,,,,,,,
147,pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,,Testinfra test your infrastructures.,testing,23,True,pytest-dev/pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,Apache-2.0,2015-03-15 20:49:52.000,2021-03-18 20:49:53.000,2021-03-18 20:43:49.000,273.0,195.0,1865.0,2021-03-18 20:45:49.000,6.2.0,3.0,102.0,,pytest-testinfra,111.0,657.0,0.0,,https://pypi.org/project/pytest-testinfra,2020-11-12 20:35:38.000,0.0,45539.0,45539.0,,,,3.0,['pytest'],,,,,,,,,,
148,Bowler,https://github.com/facebookincubator/Bowler,,Safe code refactoring for modern Python.,refactoring,23,True,facebookincubator/Bowler,https://github.com/facebookincubator/Bowler,MIT,2018-06-07 21:44:17.000,2021-03-01 11:41:45.000,2021-02-21 23:09:11.000,85.0,34.0,1272.0,2020-09-17 01:55:39.000,0.9.0,8.0,26.0,conda-forge/bowler,bowler,46.0,182.0,10.0,,https://pypi.org/project/bowler,2020-09-17 01:55:39.000,10.0,29980.0,30303.0,https://anaconda.org/conda-forge/bowler,2019-06-12 18:37:14.246,9054.0,2.0,,,,,,,,,,,
149,pyarmor,https://github.com/dashingsoft/pyarmor,,"A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.",security,23,False,dashingsoft/pyarmor,https://github.com/dashingsoft/pyarmor,SGI-B-2.0,2017-08-26 04:11:53.000,2021-03-14 21:45:13.000,2021-03-14 21:45:07.000,119.0,463.0,888.0,2021-02-28 23:41:29.000,6.6.2,218.0,14.0,,pyarmor,14.0,3068.0,180.0,170.0,https://pypi.org/project/pyarmor,2021-02-01 05:33:37.000,10.0,20057.0,20057.0,,,,3.0,,18.0,,,,,,,,,
150,pdoc,https://github.com/mitmproxy/pdoc,,API Documentation for Python Projects.,documentation,23,True,mitmproxy/pdoc,https://github.com/mitmproxy/pdoc,Unlicense,2013-08-04 21:12:50.000,2021-03-23 14:09:32.000,2021-03-23 14:09:32.000,101.0,147.0,863.0,2021-03-19 13:58:38.000,6.4.1,55.0,27.0,,pdoc,3.0,,581.0,293.0,https://pypi.org/project/pdoc,2021-03-19 13:58:38.000,288.0,11471.0,11471.0,,,,3.0,,,,,,,,,,,
151,redbaron,https://github.com/PyCQA/redbaron,,Bottom-up approach to refactoring in python.,refactoring,23,False,pycqa/redbaron,https://github.com/PyCQA/redbaron,LGPL-3.0+,2014-03-23 05:34:39.000,2020-12-13 18:51:56.000,2019-08-11 17:42:44.000,66.0,46.0,575.0,2019-03-17 19:03:54.000,0.9.2,15.0,34.0,,redbaron,59.0,1669.0,433.0,261.0,https://pypi.org/project/redbaron,2019-03-17 18:59:01.000,172.0,11300.0,11300.0,,,,2.0,,,,,,,,,,,
152,pytest-testmon,https://github.com/tarpas/pytest-testmon,,Selects tests affected by changed files. Continous test runner when used with pytest-watch.,testing,23,True,tarpas/pytest-testmon,https://github.com/tarpas/pytest-testmon,AGPL-3.0,2015-02-02 14:21:10.000,2021-03-19 13:51:30.000,2021-03-18 15:47:19.000,28.0,75.0,471.0,2021-03-19 13:52:22.000,1.1.0,33.0,16.0,conda-forge/pytest-testmon,pytest-testmon,33.0,277.0,371.0,273.0,https://pypi.org/project/pytest-testmon,2020-08-05 14:56:03.000,98.0,24869.0,25628.0,https://anaconda.org/conda-forge/pytest-testmon,2019-08-03 00:17:17.063,28091.0,3.0,['pytest'],,,,,,,,,,
153,pytest-randomly,https://github.com/pytest-dev/pytest-randomly,,Pytest plugin to randomly order tests and control random.seed.,testing,23,True,pytest-dev/pytest-randomly,https://github.com/pytest-dev/pytest-randomly,MIT,2016-04-08 15:48:10.000,2021-03-22 18:41:11.000,2021-03-22 18:41:10.000,21.0,29.0,285.0,2020-11-16 10:02:15.000,3.5.0,20.0,15.0,,pytest-randomly,7.0,,214.0,,https://pypi.org/project/pytest-randomly,2020-11-16 10:02:15.000,214.0,249541.0,249541.0,,,,3.0,,,,,,,,,,,
154,baron,https://github.com/PyCQA/baron,,"IDE allow you to refactor code, Baron allows you to write refactoring code.",refactoring,23,False,PyCQA/baron,https://github.com/PyCQA/baron,LGPL-3.0,2013-03-21 12:19:00.000,2021-01-31 10:24:10.000,2020-02-10 02:47:14.000,50.0,29.0,254.0,2019-02-25 23:55:38.000,0.8,19.0,31.0,,baron,46.0,1489.0,255.0,143.0,https://pypi.org/project/baron,2019-02-01 15:17:04.000,112.0,11387.0,11387.0,,,,2.0,,,,,,,,,,,
155,docformatter,https://github.com/myint/docformatter,,Formats docstrings to follow PEP 257.,formatters,23,True,myint/docformatter,https://github.com/myint/docformatter,MIT,2012-05-26 21:40:48.000,2021-02-24 19:10:00.000,2020-12-27 18:10:35.000,28.0,22.0,203.0,2019-11-10 16:23:03.000,1.3.1,48.0,15.0,,docformatter,26.0,441.0,639.0,529.0,https://pypi.org/project/docformatter,2020-12-27 18:11:12.000,110.0,28003.0,28003.0,,,,3.0,,,,,,,,,,,
156,flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,,Flake8 plugin to find commented out or dead code.,linters,23,True,wemake-services/flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,MIT,2018-09-21 06:58:51.000,2021-03-19 02:26:03.000,2021-03-19 02:26:02.000,6.0,24.0,184.0,2020-10-12 08:27:22.000,1.0.0,10.0,9.0,,flake8-eradicate,2.0,285.0,72.0,,https://pypi.org/project/flake8-eradicate,2020-10-12 08:26:40.000,72.0,74974.0,74974.0,,,,3.0,['flake8'],,,,,,,,,,
157,flake8-commas,https://github.com/PyCQA/flake8-commas,,Flake8 extension for enforcing trailing commas in python.,linters,23,False,PyCQA/flake8-commas,https://github.com/PyCQA/flake8-commas,MIT,2015-12-16 09:25:13.000,2021-02-14 21:22:27.000,2019-06-17 12:14:38.000,19.0,25.0,120.0,2018-03-19 16:49:31.000,2.0.0,19.0,9.0,,flake8-commas,5.0,165.0,1912.0,1362.0,https://pypi.org/project/flake8-commas,2018-03-19 16:49:31.000,550.0,118467.0,118467.0,,,,3.0,['flake8'],,,,,,,,,,
158,py2app,https://github.com/ronaldoussoren/py2app,,py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins..,packaging,23,True,ronaldoussoren/py2app,https://github.com/ronaldoussoren/py2app,MIT,2020-01-14 11:27:41.000,2021-01-23 10:48:57.000,2021-01-23 10:47:31.000,6.0,193.0,118.0,2020-09-16 09:18:09.000,0.22,38.0,24.0,,py2app,142.0,595.0,5227.0,3585.0,https://pypi.org/project/py2app,2021-01-02 09:31:59.000,1642.0,9438.0,9438.0,,,,2.0,,,,,,,,,,,
159,asteval,https://github.com/newville/asteval,,minimalistic evaluator of python expression using ast module.,ast,23,True,newville/asteval,https://github.com/newville/asteval,MIT,2012-03-31 22:10:33.000,2021-02-27 14:24:12.922,2021-02-26 19:39:34.000,27.0,42.0,117.0,2021-02-26 19:45:01.000,0.9.23,23.0,16.0,conda-forge/asteval,asteval,4.0,381.0,744.0,506.0,https://pypi.org/project/asteval,2021-02-26 19:45:01.000,238.0,47794.0,50017.0,https://anaconda.org/conda-forge/asteval,2021-02-27 14:24:12.922,117868.0,3.0,,,,,,,,,,,
160,xdoctest,https://github.com/Erotemic/xdoctest,,A rewrite of Python's builtin doctest module (with pytest plugin integration) but without all the weirdness.,testing,23,True,Erotemic/xdoctest,https://github.com/Erotemic/xdoctest,Apache-2.0,2017-09-24 01:59:02.000,2021-03-24 23:30:27.000,2021-02-19 04:28:57.000,5.0,16.0,90.0,2021-01-29 16:18:48.000,0.15.4,56.0,5.0,,xdoctest,16.0,585.0,883.0,831.0,https://pypi.org/project/xdoctest,2021-01-29 16:18:48.000,52.0,21214.0,21214.0,,,,3.0,,,,,,,,,,,conda-forge/xdoctest
161,Bpytop,https://github.com/aristocratos/bpytop,,Linux/OSX/FreeBSD resource monitor.,profiling,22,True,aristocratos/bpytop,https://github.com/aristocratos/bpytop,Apache-2.0,2020-07-01 17:41:25.000,2021-03-15 13:42:54.000,2021-02-21 13:51:39.000,221.0,179.0,5990.0,2021-02-21 13:51:43.000,1.0.63,48.0,27.0,,bpytop,37.0,368.0,,,https://pypi.org/project/bpytop,2021-02-21 13:51:43.000,,5621.0,5621.0,,,,3.0,,,,,,,,,,,
162,icecream,https://github.com/gruns/icecream,,Never use print() to debug again.,debugging,22,True,gruns/icecream,https://github.com/gruns/icecream,MIT,2018-02-13 18:56:12.000,2021-03-10 20:39:27.000,2021-03-10 20:39:24.000,59.0,33.0,2375.0,2021-01-27 01:30:01.000,2.1.0,14.0,11.0,,icecream,13.0,185.0,6.0,,https://pypi.org/project/icecream,2021-01-27 01:30:01.000,6.0,11870.0,11870.0,,,,3.0,,,,,,,,,,,
163,dephell,https://github.com/dephell/dephell,,"Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build..",dependency-managers,22,True,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 21:31:39.000,97.0,161.0,1688.0,2020-04-28 06:31:17.000,.0.8.3,30.0,37.0,,dephell,100.0,2145.0,8.0,,https://pypi.org/project/dephell,2020-04-28 06:29:24.000,8.0,9841.0,9846.0,,,,3.0,,123.0,,,,,,,,,
164,pyupgrade,https://github.com/asottile/pyupgrade,,A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language.,refactoring,22,True,asottile/pyupgrade,https://github.com/asottile/pyupgrade,MIT,2017-02-28 17:50:31.000,2021-03-22 19:07:18.000,2021-03-22 19:07:17.000,59.0,152.0,886.0,2021-03-20 21:14:23.000,2.11.0,87.0,14.0,conda-forge/pyupgrade,pyupgrade,21.0,617.0,10.0,,https://pypi.org/project/pyupgrade,2021-03-20 21:14:23.000,10.0,38844.0,45728.0,https://anaconda.org/conda-forge/pyupgrade,2021-03-20 23:11:53.578,178989.0,3.0,,,,,,,,,,,
165,pynsist,https://github.com/takluyver/pynsist,,Build Windows installers for Python applications.,packaging,22,True,takluyver/pynsist,https://github.com/takluyver/pynsist,MIT,2014-03-30 19:11:21.000,2021-03-24 20:10:57.000,2021-03-24 20:10:53.000,95.0,126.0,684.0,2020-07-03 08:11:24.000,2.5.1,20.0,27.0,,pynsist,23.0,536.0,88.0,,https://pypi.org/project/pynsist,2020-11-05 21:10:48.000,88.0,1248.0,1248.0,,,,3.0,,,,,,,,,,,
166,cx_Freeze,https://github.com/marcelotduarte/cx_Freeze,,"Create standalone executables from Python scripts, with the same performance and is cross-platform.",packaging,22,True,marcelotduarte/cx_Freeze,https://github.com/marcelotduarte/cx_Freeze,PSF-2.0,2017-01-22 04:25:52.000,2021-03-24 17:19:21.000,2021-03-18 20:05:02.000,143.0,544.0,673.0,2021-01-24 10:58:47.000,6.5.3,15.0,88.0,conda-forge/cx_freeze,cx_freeze,77.0,,153.0,,https://pypi.org/project/cx_freeze,2017-12-16 18:09:35.000,153.0,16511.0,18671.0,https://anaconda.org/conda-forge/cx_freeze,2021-02-21 18:55:46.284,56161.0,3.0,,,,,,,,,,,
167,python-hunter,https://github.com/ionelmc/python-hunter,,Hunter is a flexible code tracing toolkit.,debugging,22,True,ionelmc/python-hunter,https://github.com/ionelmc/python-hunter,BSD-2-Clause,2015-03-16 18:03:16.000,2021-03-25 13:32:58.000,2021-03-24 14:13:32.000,28.0,46.0,601.0,2020-10-24 15:25:27.000,3.3.1,41.0,8.0,,hunter,34.0,917.0,91.0,57.0,https://pypi.org/project/hunter,2020-10-24 15:25:27.000,34.0,5086.0,5086.0,,,,3.0,,,,,,,,,,,
168,flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,,A flake8 plugin to help you write better list/set/dict comprehensions.,linters,22,True,adamchainz/flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,MIT,2016-04-05 12:15:56.000,2021-03-22 18:41:08.000,2021-03-22 18:41:08.000,13.0,30.0,255.0,2021-03-18 11:33:43.000,3.4.0,26.0,10.0,conda-forge/flake8-comprehensions,flake8-comprehensions,7.0,,714.0,,https://pypi.org/project/flake8-comprehensions,2021-03-18 11:33:43.000,714.0,202841.0,208520.0,https://anaconda.org/conda-forge/flake8-comprehensions,2021-03-18 22:09:48.074,295358.0,3.0,['flake8'],,,,,,,,,,
169,interrogate,https://github.com/econchick/interrogate,,Explain yourself! Interrogate a codebase for docstring coverage.,documentation,22,True,econchick/interrogate,https://github.com/econchick/interrogate,MIT,2020-04-24 02:33:25.000,2021-03-22 07:11:19.000,2020-11-03 22:08:37.000,17.0,16.0,247.0,2020-11-03 22:11:18.000,1.3.2,12.0,8.0,,interrogate,11.0,122.0,433.0,433.0,https://pypi.org/project/interrogate,2020-11-03 22:11:18.000,0.0,19100.0,19100.0,,,,3.0,,,,,,,,,,,
170,releases,https://github.com/bitprophet/releases,,A powerful Sphinx changelog-generating extension.,documentation,22,False,bitprophet/releases,https://github.com/bitprophet/releases,BSD-2-Clause,2013-09-16 03:56:37.000,2020-01-30 01:07:19.000,2020-01-26 03:27:03.000,38.0,42.0,154.0,2020-01-11 00:29:49.000,1.6.3,32.0,10.0,,releases,30.0,520.0,1038.0,332.0,https://pypi.org/project/releases,2020-01-11 00:29:49.000,706.0,4180.0,4180.0,,,,3.0,['sphinx'],,,,,,,,,,
171,dodgy,https://github.com/landscapeio/dodgy,,Looks at Python code to search for things which look dodgy such as passwords or diffs.,security,22,True,landscapeio/dodgy,https://github.com/landscapeio/dodgy,MIT,2013-12-25 12:22:20.000,2021-03-21 11:36:52.000,2021-03-21 11:36:52.000,16.0,3.0,88.0,2019-12-31 16:44:58.000,0.2.1,10.0,14.0,conda-forge/dodgy,dodgy,8.0,70.0,1799.0,1275.0,https://pypi.org/project/dodgy,2019-12-31 16:44:58.000,524.0,65513.0,65915.0,https://anaconda.org/conda-forge/dodgy,2020-06-10 17:10:06.579,22157.0,3.0,,,,,,,,,,,
172,memory_profiler,https://github.com/fabianp/memory_profiler,,Monitor Memory usage of Python code.,profiling,22,False,fabianp/memory_profiler,https://github.com/fabianp/memory_profiler,BSD-3-Clause,2016-05-26 17:45:08.632,2020-10-20 18:00:58.207,2018-06-28 13:35:12.000,11.0,,60.0,2018-08-16 03:16:49.000,0.54.0,52.0,61.0,conda-forge/memory_profiler,memory_profiler,,500.0,534.0,,https://pypi.org/project/memory_profiler,2018-08-16 03:16:49.000,534.0,120611.0,122511.0,https://anaconda.org/conda-forge/memory_profiler,2020-10-20 18:00:58.207,110225.0,3.0,,,,,,,,,,,
173,pyt,https://github.com/python-security/pyt,,A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications.,security,21,True,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 21:43:06.000,224.0,75.0,2027.0,2018-11-01 16:02:57.000,0.42,15.0,22.0,,python-taint,19.0,1576.0,63.0,41.0,https://pypi.org/project/python-taint,2018-11-01 16:02:04.000,22.0,806.0,808.0,,,,3.0,,59.0,,,,,,,,,
174,sixpack,https://github.com/sixpack/sixpack,,Sixpack is a language-agnostic a/b-testing framework.,testing,21,True,sixpack/sixpack,https://github.com/sixpack/sixpack,BSD-2-Clause,2012-11-15 00:01:06.000,2021-01-21 06:05:38.000,2020-08-26 00:32:16.000,185.0,125.0,1679.0,2017-11-22 14:27:35.000,2.7.0,37.0,56.0,,sixpack,88.0,828.0,12.0,8.0,https://pypi.org/project/sixpack,2017-11-22 14:27:35.000,4.0,148.0,148.0,,,,3.0,,,,,,,,,,,
175,pyannotate,https://github.com/dropbox/pyannotate,,Auto-generate PEP-484 annotations.,refactoring,21,True,dropbox/pyannotate,https://github.com/dropbox/pyannotate,Apache-2.0,2017-11-13 20:18:08.000,2021-03-25 08:29:58.000,2021-03-19 18:13:03.000,45.0,33.0,1184.0,2019-09-16 15:37:03.000,1.2.0,9.0,16.0,,pyannotate,25.0,94.0,83.0,57.0,https://pypi.org/project/pyannotate,2019-09-16 15:37:03.000,26.0,1451.0,1451.0,,,,3.0,,,,,,,,,,,
176,shiv,https://github.com/linkedin/shiv,,"shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all..",packaging,21,True,linkedin/shiv,https://github.com/linkedin/shiv,BSD-2-Clause,2018-03-13 18:46:23.000,2021-03-15 22:46:50.000,2021-03-15 22:46:50.000,64.0,55.0,1157.0,2020-10-19 03:49:16.000,0.4.0,53.0,30.0,,shiv,26.0,,10.0,,https://pypi.org/project/shiv,2020-10-19 03:49:16.000,10.0,2062.0,2067.0,,,,3.0,,119.0,,,,,,,,,
177,pycco,https://github.com/pycco-docs/pycco,,Literate-style documentation generator.,documentation,21,False,pycco-docs/pycco,https://github.com/pycco-docs/pycco,MIT,2010-06-29 07:02:31.000,2019-12-20 19:59:53.000,2019-12-20 19:59:49.000,129.0,28.0,740.0,2018-07-25 01:42:48.000,0.6.0,11.0,36.0,,pycco,26.0,222.0,437.0,213.0,https://pypi.org/project/pycco,2018-07-25 01:42:48.000,224.0,857.0,857.0,,,,3.0,,,,,,,,,,,
178,python-manhole,https://github.com/ionelmc/python-manhole,,Debugging manhole for python applications.,debugging,21,True,ionelmc/python-manhole,https://github.com/ionelmc/python-manhole,BSD-2-Clause,2013-06-26 21:49:34.000,2021-03-22 21:29:03.000,2021-03-22 21:28:37.000,15.0,15.0,307.0,2021-03-24 19:56:29.000,1.7.0,21.0,10.0,,manhole,5.0,477.0,131.0,65.0,https://pypi.org/project/manhole,2021-03-22 21:28:54.000,66.0,5399.0,5399.0,,,,3.0,,,2.0,,,,,,,,
179,data-science-types,https://github.com/predictive-analytics-lab/data-science-types,,"Mypy stubs, i.e., type information, for numpy, pandas and matplotlib.",linters,21,True,predictive-analytics-lab/data-science-types,https://github.com/predictive-analytics-lab/data-science-types,Apache-2.0,2019-09-20 11:45:49.000,2021-02-16 17:29:01.000,2021-02-16 17:29:00.000,59.0,23.0,180.0,2021-02-16 16:47:31.000,0.2.23,26.0,44.0,,data-science-types,39.0,446.0,0.0,,https://pypi.org/project/data-science-types,2021-02-16 16:45:03.000,0.0,8925.0,8925.0,,,,3.0,,,,,,,,,,,
180,flake8-builtins,https://github.com/gforcada/flake8-builtins,,Check for python builtins being used as variables or parameters.,linters,21,True,gforcada/flake8-builtins,https://github.com/gforcada/flake8-builtins,GPL-2.0,2016-03-02 00:26:51.000,2020-10-26 15:39:53.000,2020-08-11 08:34:28.000,15.0,30.0,59.0,2020-05-14 10:45:01.000,1.5.3,23.0,13.0,conda-forge/flake8-builtins,flake8-builtins,2.0,209.0,2247.0,1735.0,https://pypi.org/project/flake8-builtins,2020-05-14 10:45:01.000,512.0,139971.0,142052.0,https://anaconda.org/conda-forge/flake8-builtins,2020-05-18 15:22:26.836,108223.0,3.0,['flake8'],,,,,,,,,,
181,pylint-flask,https://github.com/jschaf/pylint-flask,,A Pylint plugin to analyze Flask applications.,linters,21,True,jschaf/pylint-flask,https://github.com/jschaf/pylint-flask,GPL-2.0,2015-06-27 20:11:12.000,2021-03-10 19:35:23.000,2021-03-10 19:35:23.000,9.0,5.0,56.0,,,5.0,7.0,conda-forge/pylint-flask,pylint-flask,4.0,40.0,5350.0,4644.0,https://pypi.org/project/pylint-flask,2019-01-30 19:26:02.000,706.0,71002.0,71837.0,https://anaconda.org/conda-forge/pylint-flask,2019-02-02 18:28:49.934,45926.0,3.0,['pylint'],,,,,,,,,,
182,Profiling,https://github.com/what-studio/profiling,,Was an interactive continuous Python profiler.,profiling,20,True,what-studio/profiling,https://github.com/what-studio/profiling,BSD-3-Clause,2014-09-03 10:35:57.000,2020-08-24 01:31:58.000,2020-08-24 01:31:58.000,114.0,20.0,2995.0,2017-06-28 06:10:16.000,0.1.3,3.0,18.0,,profiling,15.0,433.0,37.0,32.0,https://pypi.org/project/profiling,2017-06-28 06:10:16.000,5.0,1915.0,1915.0,,,,3.0,,,,,,,,,,,
183,xar,https://github.com/facebookincubator/xar,,executable archive format.,packaging,20,True,facebookincubator/xar,https://github.com/facebookincubator/xar,BSD-3-Clause,2017-06-29 18:15:26.000,2021-03-16 06:01:26.000,2021-03-16 06:01:22.000,45.0,21.0,1434.0,2020-12-02 20:41:20.000,20.12.2,3.0,21.0,,xar,8.0,59.0,13.0,13.0,https://pypi.org/project/xar,2020-12-02 20:41:20.000,,98.0,98.0,,,,3.0,,,,,,,,,,,
184,portray,https://github.com/timothycrosley/portray,,Your Project with Great Documentation.,documentation,20,True,timothycrosley/portray,https://github.com/timothycrosley/portray,MIT,2019-08-21 05:14:04.000,2021-02-24 07:41:24.000,2021-02-24 07:41:24.000,55.0,28.0,727.0,2021-02-17 06:44:47.000,1.5.2,26.0,15.0,,portray,19.0,218.0,8.0,,https://pypi.org/project/portray,2021-02-17 06:44:47.000,8.0,2487.0,2487.0,,,,3.0,,,,,,,,,,,
185,snoop,https://github.com/alexmojaki/snoop,,"A powerful set of Python debugging tools, based on PySnooper.",debugging,20,True,alexmojaki/snoop,https://github.com/alexmojaki/snoop,MIT,2019-05-13 18:45:35.000,2021-03-15 16:17:55.000,2021-03-13 11:15:10.000,18.0,15.0,468.0,2020-08-25 21:31:27.000,0.2.5,9.0,19.0,,snoop,11.0,382.0,37.0,29.0,https://pypi.org/project/snoop,2020-08-25 21:31:27.000,8.0,8648.0,8648.0,,,,3.0,,,,,,,,,,,
186,mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,,"Automatic documentation from sources, for MkDocs.",documentation,20,True,pawamoy/mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,ISC,2019-12-09 18:09:09.000,2021-03-23 18:08:05.000,2021-03-23 18:07:47.000,35.0,116.0,317.0,2021-01-06 21:43:56.000,0.14.0,35.0,18.0,,mkdocstrings,46.0,404.0,0.0,,https://pypi.org/project/mkdocstrings,2021-02-28 12:08:07.000,0.0,15634.0,15634.0,,,,3.0,['mkdocs'],,,mkdocstrings/mkdocstrings,,,,,,,
187,dlint,https://github.com/dlint-py/dlint,,Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure.,security,20,True,dlint-py/dlint,https://github.com/dlint-py/dlint,BSD-3-Clause,2020-01-08 15:53:36.000,2020-12-08 17:21:33.000,2020-12-08 17:21:32.000,13.0,12.0,315.0,2020-10-30 20:40:39.000,0.11.0,13.0,7.0,,dlint,20.0,201.0,18.0,,https://pypi.org/project/dlint,2020-10-30 20:40:39.000,18.0,10515.0,10515.0,,,,3.0,,,,,,,,,,,
188,assertpy,https://github.com/ActivisionGameScience/assertpy,,Simple assertion library for unit testing in python with a fluent API.,testing,20,False,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 17:50:10.000,47.0,,248.0,,,13.0,10.0,conda-forge/assertpy,assertpy,,279.0,124.0,,https://pypi.org/project/assertpy,2020-07-19 14:39:02.000,124.0,37178.0,37441.0,https://anaconda.org/conda-forge/assertpy,2020-07-19 15:23:26.710,10527.0,3.0,,,,,,,,,,,
189,flakehell,https://github.com/life4/flakehell,,"Flake8 wrapper to make it nice, legacy-friendly, configurable.",linters,20,True,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 21:35:40.000,32.0,,217.0,2021-01-11 18:40:32.000,0.9.0,28.0,15.0,,flakehell,4.0,368.0,0.0,,https://pypi.org/project/flakehell,2021-01-11 18:40:32.000,0.0,11793.0,11796.0,,,,3.0,['flake8'],50.0,,,,,,,,,
190,xenon,https://github.com/rubik/xenon,,Monitoring tool based on radon.,code-metrics,20,True,rubik/xenon,https://github.com/rubik/xenon,MIT,2014-02-14 14:19:20.000,2020-09-16 11:20:09.000,2020-09-16 11:20:01.000,14.0,23.0,183.0,2020-09-16 09:47:41.000,0.7.1,17.0,7.0,conda-forge/xenon,xenon,6.0,100.0,316.0,192.0,https://pypi.org/project/xenon,2020-09-16 09:47:41.000,124.0,21565.0,21821.0,https://anaconda.org/conda-forge/xenon,2019-10-12 20:39:43.883,10496.0,3.0,,,,,,,,,,,
191,pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,,It helps to use fixtures in pytest.mark.parametrize.,testing,20,False,tvorog/pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,MIT,2016-09-29 23:52:48.000,2020-02-01 18:49:47.818,2020-02-01 17:56:35.000,11.0,19.0,179.0,2020-02-01 18:04:00.000,0.6.3,12.0,7.0,conda-forge/pytest-lazy-fixture,pytest-lazy-fixture,12.0,92.0,336.0,274.0,https://pypi.org/project/pytest-lazy-fixture,2020-02-01 18:04:00.000,62.0,49743.0,54750.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2020-02-01 18:49:47.818,235357.0,3.0,['pytest'],,,,,,,,,,
192,mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,,An MkDocs plugin to export content pages as PDF files.,documentation,20,True,zhaoterryy/mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,MIT,2018-02-20 15:06:51.000,2021-03-20 00:00:48.000,2020-07-23 01:35:13.000,27.0,43.0,174.0,2020-07-23 01:35:39.000,0.5.8,22.0,9.0,,mkdocs-pdf-export-plugin,29.0,68.0,118.0,114.0,https://pypi.org/project/mkdocs-pdf-export-plugin,2020-07-23 01:35:04.000,4.0,5088.0,5088.0,,,,3.0,['mkdocs'],,,,,,,,,,
193,add-trailing-comma,https://github.com/asottile/add-trailing-comma,,A tool (and pre-commit hook) to automatically add trailing commas to calls and literals.,refactoring,20,True,asottile/add-trailing-comma,https://github.com/asottile/add-trailing-comma,MIT,2017-07-10 00:55:50.000,2021-03-22 19:10:40.000,2021-03-22 19:10:39.000,12.0,31.0,168.0,2021-01-24 18:14:07.000,2.1.0,30.0,9.0,,add-trailing-comma,1.0,224.0,14.0,,https://pypi.org/project/add-trailing-comma,2021-01-24 18:14:07.000,14.0,3236.0,3236.0,,,,3.0,,,,,,,,,,,
194,mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,,An MkDocs plugin that simplifies configuring page titles and their order.,documentation,20,True,lukasgeiter/mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,MIT,2018-02-06 21:09:24.000,2021-03-19 22:08:18.000,2020-12-22 01:43:41.000,17.0,32.0,137.0,2020-12-22 02:04:30.000,2.5.0,16.0,2.0,,mkdocs-awesome-pages-plugin,5.0,53.0,396.0,306.0,https://pypi.org/project/mkdocs-awesome-pages-plugin,2020-12-22 01:59:58.000,90.0,12055.0,12055.0,,,,3.0,['mkdocs'],,,,,,,,,,
195,eradicate,https://github.com/myint/eradicate,,Removes commented-out code from Python files.,refactoring,20,False,myint/eradicate,https://github.com/myint/eradicate,Saxpath,2012-12-23 04:39:48.000,2020-10-06 12:45:07.000,2020-10-01 09:23:01.000,18.0,13.0,113.0,2020-10-01 09:33:03.000,2.0.0,16.0,7.0,,eradicate,4.0,164.0,156.0,,https://pypi.org/project/eradicate,2020-10-01 09:33:03.000,156.0,87568.0,87568.0,,,,3.0,,,,,,,,,,,
196,flake8-black,https://github.com/peterjc/flake8-black,,flake8 plugin to run black for checking Python coding style.,linters,20,True,peterjc/flake8-black,https://github.com/peterjc/flake8-black,MIT,2019-01-10 14:40:26.000,2020-07-25 16:32:38.063,2020-07-25 16:06:31.000,7.0,13.0,82.0,2020-07-25 16:07:56.000,0.2.1,9.0,4.0,conda-forge/flake8-black,flake8-black,4.0,85.0,673.0,637.0,https://pypi.org/project/flake8-black,2020-07-25 16:07:56.000,36.0,69432.0,73363.0,https://anaconda.org/conda-forge/flake8-black,2020-07-25 16:32:38.063,82570.0,3.0,['flake8'],,,,,,,,,,
197,pyrasite,https://github.com/lmacken/pyrasite,,Inject code into running Python processes.,debugging,19,False,lmacken/pyrasite,https://github.com/lmacken/pyrasite,GPL-3.0,2011-09-10 06:01:20.000,2020-12-24 21:02:34.000,2017-03-13 17:42:17.000,186.0,14.0,2534.0,,,13.0,20.0,,pyrasite,37.0,274.0,34.0,28.0,https://pypi.org/project/pyrasite,2012-05-09 19:11:33.000,6.0,6609.0,6609.0,,,,3.0,,,,,,,,,,,
198,PrettyErrors,https://github.com/onelivesleft/PrettyErrors,,Prettify Python exception output to make it legible.,logging,19,True,onelivesleft/PrettyErrors,https://github.com/onelivesleft/PrettyErrors,MIT,2018-11-15 16:02:27.000,2021-01-05 04:22:45.000,2020-12-27 21:49:39.000,63.0,26.0,2015.0,2020-11-24 01:10:26.000,1.2.19,42.0,4.0,,pretty_errors,2.0,119.0,0.0,,https://pypi.org/project/pretty_errors,2020-11-24 01:10:26.000,0.0,6997.0,6997.0,,,,3.0,,,,,,,,,,,
199,pyflow,https://github.com/David-OConnor/pyflow,,An installation and dependency system for Python.,dependency-managers,19,True,David-OConnor/pyflow,https://github.com/David-OConnor/pyflow,MIT,2019-07-15 09:40:29.000,2021-02-21 11:35:08.000,2021-02-21 11:35:02.000,26.0,40.0,708.0,2020-11-21 15:18:30.000,0.2.9,23.0,21.0,,pyflow,42.0,275.0,,,https://pypi.org/project/pyflow,2020-11-21 15:18:30.000,,78.0,228.0,,,,3.0,,2853.0,,,,,,,,,
200,wily,https://github.com/tonybaloney/wily,,"A Python application for tracking, reporting on timing and complexity in Python code.",code-metrics,19,True,tonybaloney/wily,https://github.com/tonybaloney/wily,Apache-2.0,2018-10-11 22:12:25.000,2021-03-02 01:26:07.000,2021-03-02 01:26:07.000,40.0,48.0,686.0,2020-09-02 06:33:11.000,1.19.0,45.0,15.0,,wily,28.0,688.0,8.0,,https://pypi.org/project/wily,2020-09-02 06:33:11.000,8.0,2659.0,2659.0,,,,3.0,,,,,,,,,,,
201,vex,https://github.com/sashahart/vex,,Run a command in the named virtualenv.,virtual-envs,19,False,sashahart/vex,https://github.com/sashahart/vex,MIT,2014-05-09 03:20:02.000,2021-01-19 19:03:16.000,2019-05-10 19:18:48.000,23.0,38.0,369.0,2019-05-10 19:21:38.000,0.0.19,18.0,3.0,,vex,2.0,200.0,36.0,20.0,https://pypi.org/project/vex,2019-05-10 19:21:38.000,16.0,413.0,413.0,,,,3.0,,,,,,,,,,,
202,constructor,https://github.com/conda/constructor,,tool for creating installers from conda packages.,packaging,19,True,conda/constructor,https://github.com/conda/constructor,BSD-3-Clause,2016-02-12 06:52:50.000,2021-03-24 21:34:34.000,2021-03-24 21:31:21.000,119.0,192.0,298.0,2020-11-15 09:12:52.000,3.2.0,36.0,45.0,constructor,,35.0,941.0,9.0,9.0,,,,,70.0,https://anaconda.org/anaconda/constructor,2021-03-20 16:54:39.615,3639.0,3.0,,219.0,,,,,,,,,
203,blacken-docs,https://github.com/asottile/blacken-docs,,Run `black` on python code blocks in documentation files.,documentation,19,True,asottile/blacken-docs,https://github.com/asottile/blacken-docs,MIT,2018-06-03 02:48:01.000,2021-03-22 19:09:22.000,2021-03-22 19:09:21.000,17.0,24.0,184.0,2021-03-02 02:05:09.000,1.10.0,19.0,12.0,conda-forge/blacken-docs,blacken-docs,3.0,142.0,22.0,,https://pypi.org/project/blacken-docs,2021-03-02 02:05:09.000,22.0,2191.0,4062.0,https://anaconda.org/conda-forge/blacken-docs,2021-03-02 04:02:19.005,14975.0,3.0,,,,,,,,,,,
204,pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,,pytest plugin for manipulating test data directories and files.,testing,19,False,gabrielcnr/pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,MIT,2015-07-02 21:41:44.000,2020-11-22 23:34:25.000,2019-10-22 13:19:39.000,17.0,11.0,135.0,2019-10-22 13:04:22.000,1.3.1,9.0,7.0,conda-forge/pytest-datadir,pytest-datadir,3.0,71.0,388.0,310.0,https://pypi.org/project/pytest-datadir,2019-10-22 13:04:22.000,78.0,43893.0,45187.0,https://anaconda.org/conda-forge/pytest-datadir,2019-10-23 16:32:51.374,68634.0,3.0,['pytest'],,,,,,,,,,
205,flake8-mypy,https://github.com/ambv/flake8-mypy,,A plugin for flake8 integrating Mypy.,linters,19,True,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 16:51:00.000,15.0,3.0,105.0,2017-08-31 23:17:01.000,17.8.0,6.0,8.0,,flake8-mypy,19.0,50.0,846.0,648.0,https://pypi.org/project/flake8-mypy,2017-08-31 23:17:01.000,198.0,21425.0,21425.0,,,,3.0,['flake8'],,,,,,,,,,
206,flake8-bandit,https://github.com/tylerwince/flake8-bandit,,Automated security testing using bandit and flake8.,linters,19,True,tylerwince/flake8-bandit,https://github.com/tylerwince/flake8-bandit,MIT,2017-10-28 23:19:09.000,2020-12-29 20:50:06.000,2020-08-29 05:51:08.000,14.0,7.0,57.0,2019-10-08 03:58:31.000,2.1.2,11.0,5.0,,flake8-bandit,3.0,44.0,156.0,,https://pypi.org/project/flake8-bandit,2019-10-08 03:58:31.000,156.0,70488.0,70488.0,,,,3.0,['flake8'],,,,,,,,,,
207,unify,https://github.com/myint/unify,,Modifies strings to all use the same quote where possible.,refactoring,19,False,myint/unify,https://github.com/myint/unify,MIT,2013-03-24 18:02:19.000,2020-11-05 16:46:00.000,2019-08-07 13:44:00.000,11.0,3.0,53.0,2013-06-22 15:34:37.000,0.1.5,10.0,5.0,,unify,6.0,69.0,266.0,212.0,https://pypi.org/project/unify,2019-08-07 13:46:09.000,54.0,18878.0,18878.0,,,,3.0,,,,,,,,,,,
208,mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,,Generate a single PDF file from MkDocs repository.,documentation,19,False,orzih/mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,MIT,2020-02-23 16:34:46.000,2021-03-20 10:07:35.000,2021-03-20 10:04:30.000,7.0,27.0,41.0,2021-01-11 02:43:17.000,0.8.3,24.0,5.0,,mkdocs-with-pdf,11.0,165.0,13.0,13.0,https://pypi.org/project/mkdocs-with-pdf,2021-01-11 02:26:16.000,,1192.0,1192.0,,,,3.0,['mkdocs'],,,,,,,,,,
209,pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,,a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv).,virtual-envs,18,False,pyenv/pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,MIT,2013-02-18 12:59:17.000,2021-03-11 22:22:37.000,2019-02-13 15:27:07.000,280.0,170.0,4182.0,2019-02-14 00:27:42.000,1.1.5,7.0,41.0,,,125.0,463.0,,,,,,,,,,,3.0,,,,,,,,,,,
210,Birdseye,https://github.com/alexmojaki/birdseye,,Graphical Python debugger which lets you easily view the values of all evaluated expressions.,debugging,18,True,alexmojaki/birdseye,https://github.com/alexmojaki/birdseye,MIT,2017-07-22 18:49:20.000,2021-03-23 09:00:54.000,2021-03-23 08:55:17.000,70.0,31.0,1373.0,2020-08-25 21:49:38.000,0.8.4,35.0,9.0,,birdseye,17.0,396.0,0.0,,https://pypi.org/project/birdseye,2020-08-25 21:49:38.000,0.0,592.0,592.0,,,,3.0,,,-2.0,,,,,,,,
211,pyheat,https://github.com/csurfer/pyheat,,pprofile + matplotlib = Python program profiled as an awesome heatmap!.,profiling,18,False,csurfer/pyheat,https://github.com/csurfer/pyheat,MIT,2017-02-04 22:56:02.000,2021-01-08 21:28:29.000,2018-12-06 03:53:03.000,27.0,8.0,491.0,2018-12-06 03:59:34.000,0.0.6,6.0,4.0,,py-heat,3.0,51.0,32.0,27.0,https://pypi.org/project/py-heat,2018-12-06 03:59:34.000,5.0,397.0,397.0,,,,3.0,,,,,,,,,,,
212,Fixit,https://github.com/Instagram/Fixit,,"Fixit is a Python Lint Framework based on LibCST. It comes with useful default lint rules for coding convention,..",linters,18,True,Instagram/Fixit,https://github.com/Instagram/Fixit,MIT,2020-02-20 19:09:01.000,2021-03-15 21:41:07.000,2021-03-04 21:20:22.000,31.0,19.0,222.0,2020-12-11 01:56:10.000,0.1.3,5.0,22.0,,fixit,21.0,147.0,2.0,2.0,https://pypi.org/project/fixit,2020-12-11 01:53:21.000,0.0,590.0,590.0,,,,3.0,,,,,,,,,,,
213,imhotep,https://github.com/justinabrahms/imhotep,,A static-analysis bot for Github.,linters,18,False,justinabrahms/imhotep,https://github.com/justinabrahms/imhotep,MIT,2012-12-17 01:26:32.000,2021-02-28 21:53:35.000,2017-12-09 20:00:47.000,37.0,23.0,214.0,2016-09-18 21:57:32.000,1.1.0,9.0,15.0,,imhotep,23.0,356.0,11.0,7.0,https://pypi.org/project/imhotep,2016-09-18 21:57:32.000,4.0,58.0,58.0,,,,3.0,,,,,,,,,,,
214,pytest-docker,https://github.com/avast/pytest-docker,,Docker-based integration tests.,testing,18,True,avast/pytest-docker,https://github.com/avast/pytest-docker,MIT,2017-03-07 04:51:13.000,2020-11-12 15:11:07.000,2020-09-22 09:13:51.000,32.0,13.0,195.0,2020-09-22 09:28:03.000,0.10.1,13.0,9.0,,pytest-docker,16.0,56.0,28.0,,https://pypi.org/project/pytest-docker,2020-09-22 09:28:03.000,28.0,7930.0,7934.0,,,,3.0,['pytest'],66.0,,,,,,,,,
215,pynt,https://github.com/rags/pynt,,A pynt of Python build.,build-tools,18,False,rags/pynt,https://github.com/rags/pynt,MIT,2012-11-17 13:12:49.000,2020-04-13 11:49:33.000,2019-10-04 19:05:46.000,18.0,13.0,150.0,2018-06-24 06:23:48.000,0.8.2,7.0,9.0,,pynt,5.0,128.0,123.0,69.0,https://pypi.org/project/pynt,2018-06-24 06:23:48.000,54.0,7268.0,7268.0,,,,3.0,,,,,,,,,,,
216,unimport,https://github.com/unimport/unimport,,"A linter, formatter for finding and removing unused import statements.",refactoring,18,True,hakancelik96/unimport,https://github.com/unimport/unimport,MIT,2019-09-08 09:49:24.000,2021-03-10 16:35:19.000,2021-03-10 16:35:15.000,16.0,62.0,96.0,2021-03-10 16:31:53.000,0.8.3,29.0,11.0,,unimport,7.0,378.0,5.0,5.0,https://pypi.org/project/unimport,2021-03-10 16:31:53.000,,1193.0,1193.0,,,,3.0,,,,unimport/unimport,,,,,,,
217,sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,,sphinx builder that outputs markdown files.,documentation,18,True,codejamninja/sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,MIT,2018-11-11 00:07:58.000,2020-10-07 04:18:38.000,2020-10-07 04:18:32.000,26.0,16.0,95.0,2019-12-23 17:05:52.000,0.5.4,22.0,16.0,,sphinx-markdown-builder,17.0,99.0,170.0,128.0,https://pypi.org/project/sphinx-markdown-builder,2019-12-23 17:05:52.000,42.0,6837.0,6837.0,,,,3.0,['sphinx'],,,clayrisser/sphinx-markdown-builder,,,,,,,
218,pandas-vet,https://github.com/deppen8/pandas-vet,,A plugin for Flake8 that checks pandas code.,linters,18,True,deppen8/pandas-vet,https://github.com/deppen8/pandas-vet,MIT,2019-02-25 05:19:51.000,2021-03-03 04:44:57.000,2021-03-03 04:44:57.000,14.0,28.0,92.0,2020-02-01 05:12:09.000,0.2.2,6.0,10.0,conda-forge/pandas-vet,pandas-vet,21.0,179.0,36.0,36.0,https://pypi.org/project/pandas-vet,2020-02-01 05:12:09.000,0.0,1499.0,1759.0,https://anaconda.org/conda-forge/pandas-vet,2020-02-01 05:31:32.445,5967.0,3.0,['flake8'],31.0,,,,,,,,,
219,mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,,A tool that allows for versioning sites built with mkdocs.,documentation,18,False,zayd62/mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,MIT,2019-07-20 18:09:56.000,2021-03-20 01:19:32.000,2021-02-11 10:22:58.000,6.0,22.0,40.0,2021-02-11 10:24:35.000,0.4.0,6.0,5.0,,mkdocs-versioning,3.0,132.0,14.0,14.0,https://pypi.org/project/mkdocs-versioning,2021-02-11 10:24:35.000,,1268.0,1268.0,,,,3.0,['mkdocs'],,,,,,,,,,
220,mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,,MkDocs plugin for setting revision date from git per markdown file.,documentation,18,False,zhaoterryy/mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,MIT,2018-12-03 04:29:33.000,2020-10-16 02:02:54.000,2020-10-16 01:58:36.000,5.0,9.0,31.0,2020-10-16 02:02:42.000,0.3.1,8.0,6.0,,mkdocs-git-revision-date-plugin,2.0,24.0,187.0,169.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,2020-10-16 02:02:18.000,18.0,3165.0,3165.0,,,,3.0,['mkdocs'],,,,,,,,,,
221,fake2db,https://github.com/emirozer/fake2db,,create custom test databases that are populated with fake data.,testing,17,False,emirozer/fake2db,https://github.com/emirozer/fake2db,GPL-2.0,2014-02-18 19:14:28.000,2019-11-25 09:19:01.000,2019-11-25 09:19:00.000,111.0,15.0,2057.0,2019-03-09 13:53:12.000,1.0.0,20.0,18.0,,fake2db,6.0,242.0,14.0,13.0,https://pypi.org/project/fake2db,2018-02-09 15:43:23.000,1.0,111.0,111.0,,,,3.0,,,,,,,,,,,
222,bellybutton,https://github.com/hchasestevens/bellybutton,,Custom Python linting through AST expressions.,linters,17,True,hchasestevens/bellybutton,https://github.com/hchasestevens/bellybutton,MIT,2018-02-17 06:31:44.000,2020-11-27 21:20:22.000,2020-11-27 21:18:44.000,7.0,6.0,196.0,2020-11-27 21:20:22.000,0.3.1,11.0,4.0,,bellybutton,7.0,32.0,4.0,4.0,https://pypi.org/project/bellybutton,2020-11-27 21:20:22.000,0.0,2491.0,2491.0,,,,3.0,,,,,,,,,,,
223,nitpick,https://github.com/andreoliwa/nitpick,,Enforce the same settings across multiple language-independent projects.,linters,17,True,andreoliwa/nitpick,https://github.com/andreoliwa/nitpick,MIT,2018-03-23 14:25:24.000,2021-03-24 20:05:54.000,2021-03-24 20:05:36.000,9.0,49.0,138.0,2021-03-16 21:47:14.000,0.26.0,42.0,8.0,,nitpick,29.0,486.0,0.0,,https://pypi.org/project/nitpick,2021-03-16 21:47:11.000,0.0,3851.0,3851.0,,,,3.0,['flake8'],3.0,,,,,,,,,
224,retype,https://github.com/ambv/retype,,Re-apply type annotations from .pyi stubs to your codebase.,refactoring,17,True,ambv/retype,https://github.com/ambv/retype,MIT,2017-03-11 07:54:58.000,2021-03-20 11:14:16.000,2021-03-20 11:14:12.000,14.0,3.0,94.0,2020-10-11 09:46:06.000,20.10.0,8.0,7.0,conda-forge/retype,retype,9.0,93.0,34.0,,https://pypi.org/project/retype,2020-10-11 09:46:06.000,34.0,536.0,859.0,https://anaconda.org/conda-forge/retype,2020-10-11 13:24:37.859,12307.0,3.0,,,,,,,,,,,
225,massedit,https://github.com/elmotec/massedit,,Programmatically edit text files with Python. Useful for source to source transformations.,refactoring,17,True,elmotec/massedit,https://github.com/elmotec/massedit,MIT,2012-03-11 16:18:30.000,2020-12-23 02:17:37.000,2020-12-23 02:11:17.000,13.0,5.0,87.0,2020-12-23 02:19:02.000,0.69.1,15.0,6.0,,massedit,3.0,178.0,10.0,,https://pypi.org/project/massedit,2020-12-23 02:12:33.000,10.0,555.0,555.0,,,,3.0,,15.0,,,,,,,,,
226,pyformat,https://github.com/myint/pyformat,,Formats Python code to follow a consistent style.,formatters,17,False,myint/pyformat,https://github.com/myint/pyformat,Saxpath,2013-03-24 21:45:30.000,2019-12-07 19:55:59.000,2019-05-24 17:17:56.000,4.0,3.0,83.0,2014-09-07 13:57:37.000,0.5.7,23.0,3.0,,pyformat,3.0,199.0,96.0,74.0,https://pypi.org/project/pyformat,2017-01-04 02:31:11.000,22.0,4211.0,4211.0,,,,3.0,,,,,,,,,,,
227,yala,https://github.com/cemsbr/yala,,Yet Another Linter Aggregator.,linters,17,False,cemsbr/yala,https://github.com/cemsbr/yala,MIT,2017-06-02 22:45:50.000,2020-10-24 17:27:01.000,2020-10-24 17:26:28.000,4.0,11.0,8.0,2020-10-24 16:03:12.000,3.0.1,27.0,3.0,,yala,1.0,164.0,54.0,36.0,https://pypi.org/project/yala,2020-10-24 16:03:12.000,18.0,324.0,324.0,,,,3.0,"['flake8', 'pylint']",,,,,,,,,,
228,pycycle,https://github.com/bndr/pycycle,,Tool for pinpointing circular imports in Python. Find cyclic imports in any project.,linters,16,False,bndr/pycycle,https://github.com/bndr/pycycle,MIT,2017-01-28 17:22:00.000,2020-06-24 12:43:11.000,2017-02-13 18:07:04.000,11.0,1.0,278.0,2017-02-13 18:07:58.000,0.0.8,8.0,2.0,,pycycle,12.0,26.0,48.0,41.0,https://pypi.org/project/pycycle,2017-02-13 18:07:58.000,7.0,580.0,580.0,,,,3.0,,,,,,,,,,,
229,beartype,https://github.com/beartype/beartype,,Unbearably fast O(1) runtime type-checking in pure Python.,linters,16,True,beartype/beartype,https://github.com/beartype/beartype,MIT,2020-04-03 06:06:22.000,2021-03-25 07:26:07.000,2021-03-25 07:19:49.000,6.0,17.0,182.0,2021-03-04 08:12:16.000,0.6.0,10.0,4.0,conda-forge/beartype,beartype,5.0,,0.0,,https://pypi.org/project/beartype,2021-03-04 08:12:16.000,0.0,3100.0,3425.0,https://anaconda.org/conda-forge/beartype,2021-03-04 11:15:17.162,2932.0,3.0,,,,,,,,,,,
230,pep8ify,https://github.com/spulec/pep8ify,,A library that modifies python source code to conform to pep8.,refactoring,16,False,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 20:36:38.000,13.0,12.0,112.0,2014-10-24 20:36:57.000,0.0.13,13.0,6.0,,pep8ify,6.0,154.0,53.0,34.0,https://pypi.org/project/pep8ify,2014-10-24 20:36:57.000,19.0,33.0,33.0,,,,3.0,,,,,,,,,,,
231,pytest-play,https://github.com/pytest-dev/pytest-play,,pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files.,testing,16,False,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 11:57:28.000,3.0,24.0,63.0,2019-06-12 11:59:29.000,2.3.1,23.0,3.0,,pytest-play,4.0,382.0,25.0,21.0,https://pypi.org/project/pytest-play,2019-06-12 11:59:29.000,4.0,214.0,214.0,,,,3.0,['pytest'],,,,,,,,,,
232,PyOxidizer,https://github.com/indygreg/PyOxidizer,,A modern Python application packaging and distribution tool.,packaging,15,True,indygreg/PyOxidizer,https://github.com/indygreg/PyOxidizer,MPL-2.0,2018-12-18 23:32:13.000,2021-03-20 02:23:20.000,2021-03-20 02:19:04.000,107.0,118.0,2911.0,2020-04-10 04:16:04.000,0.7.0,3.0,31.0,,,198.0,,,,,,,,,,,,3.0,,,,,,,,,,,
233,dh-virtualenv,https://github.com/spotify/dh-virtualenv,,Python virtualenvs in Debian packages.,virtual-envs,15,True,spotify/dh-virtualenv,https://github.com/spotify/dh-virtualenv,GPL-2.0,2013-10-09 19:03:43.000,2021-03-09 16:58:48.000,2020-12-31 10:35:21.000,157.0,156.0,1434.0,,,,55.0,,,24.0,404.0,,,,,,,,,,,3.0,,,,,,,,,,,
234,tbvaccine,https://github.com/skorokithakis/tbvaccine,,A small utility to pretty-print Python tracebacks.,logging,15,True,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 19:24:44.000,12.0,13.0,358.0,2018-12-14 18:07:29.000,0.3.1,12.0,12.0,,tbvaccine,7.0,80.0,9.0,9.0,https://pypi.org/project/tbvaccine,2018-12-14 18:07:29.000,,448.0,448.0,,,,3.0,,,,,,,,,,,
235,pip-run,https://github.com/jaraco/pip-run,,pip-run - dynamic dependency loader for Python.,dependency-managers,15,True,jaraco/pip-run,https://github.com/jaraco/pip-run,MIT,2016-01-25 01:59:13.000,2021-03-24 23:41:55.000,2021-03-24 23:27:11.000,10.0,37.0,59.0,2021-02-21 18:35:39.000,8.4.2,20.0,9.0,,pip-run,4.0,,,,https://pypi.org/project/pip-run,2021-02-21 18:35:23.000,,1591.0,1591.0,,,,3.0,,,,,,,,,,,
236,mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,,MkDocs Plugin allowing your visitors to *File Print Save as PDF* the entire site.,documentation,15,False,timvink/mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,MIT,2020-08-15 12:02:33.000,2021-02-22 20:02:30.000,2021-02-22 19:52:47.000,1.0,39.0,14.0,2021-02-22 20:01:45.000,1.1.0,17.0,,,mkdocs-print-site-plugin,4.0,123.0,12.0,12.0,https://pypi.org/project/mkdocs-print-site-plugin,2021-02-22 20:01:45.000,,468.0,468.0,,,,3.0,['mkdocs'],,,,,,,,,,
237,pyenv-installer,https://github.com/pyenv/pyenv-installer,,This tool is used to install `pyenv` and friends.,virtual-envs,14,False,pyenv/pyenv-installer,https://github.com/pyenv/pyenv-installer,MIT,2013-06-01 03:48:07.000,2020-11-24 11:15:49.000,2019-10-12 14:34:36.000,284.0,54.0,2574.0,,,,29.0,,,8.0,130.0,,,,,,,,,,,3.0,,,,,,,,,,,
238,pytest-plugins,https://github.com/man-group/pytest-plugins,,A grab-bag of nifty pytest plugins.,testing,14,True,man-group/pytest-plugins,https://github.com/man-group/pytest-plugins,MIT,2015-08-14 07:52:32.000,2021-03-22 04:23:41.000,2020-04-11 14:20:38.000,57.0,51.0,364.0,,,,46.0,,,36.0,747.0,,,,,,,,,,,3.0,,,,,,,,,,,
239,linty_fresh,https://github.com/lyft/linty_fresh,,Surface lint errors during code review.,linters,14,True,lyft/linty_fresh,https://github.com/lyft/linty_fresh,Apache-2.0,2015-12-19 02:37:26.000,2020-11-30 22:20:25.000,2020-11-30 22:18:53.000,21.0,1.0,181.0,2018-12-12 19:47:05.000,0.7.0,10.0,16.0,,linty-fresh,8.0,53.0,,,https://pypi.org/project/linty-fresh,2018-12-12 19:47:05.000,,23.0,23.0,,,,3.0,"['flake8', 'mypy']",,,,,,,,,,
240,com2ann,https://github.com/ilevkivskyi/com2ann,,Tool for translation type comments to type annotations in Python.,refactoring,14,True,ilevkivskyi/com2ann,https://github.com/ilevkivskyi/com2ann,MIT,2016-09-09 07:17:02.000,2021-03-07 09:20:28.000,2021-03-07 09:20:25.000,4.0,14.0,83.0,2019-06-17 19:19:47.000,0.1.1,2.0,3.0,,com2ann,4.0,28.0,2.0,2.0,https://pypi.org/project/com2ann,2019-06-17 19:19:47.000,0.0,706.0,706.0,,,,3.0,,,,,,,,,,,
241,subpar,https://github.com/google/subpar,,Subpar is a utility for creating self-contained python executables. It is designed to work well with Bazel.,packaging,13,False,google/subpar,https://github.com/google/subpar,Apache-2.0,2016-08-03 20:11:35.000,2020-09-16 16:25:54.000,2019-08-15 01:37:08.000,62.0,30.0,471.0,2019-05-14 20:14:05.000,2.0.0,5.0,14.0,,,30.0,93.0,,,,,,,,,,,3.0,,,,,,,,,,,
242,pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,,A PipEnv Environment Switcher.,virtual-envs,13,False,gtalarico/pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,MIT,2018-05-02 03:56:41.000,2019-06-27 03:42:49.000,2019-06-27 03:42:48.000,11.0,10.0,127.0,2018-11-08 03:05:43.000,0.7.1,25.0,5.0,,pipenv-pipes,7.0,285.0,,,https://pypi.org/project/pipenv-pipes,2018-11-08 03:05:43.000,,46.0,46.0,,,,3.0,,,,,,,,,,,
243,lazydocs,https://github.com/ml-tooling/lazydocs,,Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx.,documentation,12,True,ml-tooling/lazydocs,https://github.com/ml-tooling/lazydocs,MIT,2020-11-10 00:31:46.000,2021-03-15 19:30:18.000,2021-03-15 19:30:16.000,3.0,,12.0,2021-03-15 19:30:05.000,0.4.6,16.0,4.0,,lazydocs,,,9.0,9.0,https://pypi.org/project/lazydocs,2021-03-15 19:24:25.000,0.0,118.0,118.0,,,,3.0,,,,,,,,,,,
244,cohesion,https://github.com/mschwager/cohesion,,A tool for measuring Python class cohesion.,code-metrics,11,False,mschwager/cohesion,https://github.com/mschwager/cohesion,GPL-3.0,2016-08-11 21:09:32.000,2019-08-05 17:14:04.000,2019-08-05 17:14:01.000,2.0,11.0,131.0,2019-07-10 16:08:05.000,1.0.0,9.0,2.0,,cohesion,1.0,78.0,3.0,,https://pypi.org/project/cohesion,2019-07-10 16:08:05.000,3.0,379.0,379.0,,,,3.0,,,,,,,,,,,
245,universal-build,https://github.com/ml-tooling/universal-build,,Universal build utilities for containerized build pipelines.,build-tools,10,True,ml-tooling/universal-build,https://github.com/ml-tooling/universal-build,MIT,2020-10-19 14:57:21.000,2021-03-22 18:23:13.000,2021-03-22 18:23:13.000,2.0,1.0,6.0,2021-03-22 18:29:06.000,0.6.13,37.0,4.0,,universal-build,,,0.0,,https://pypi.org/project/universal-build,2020-12-12 13:21:08.000,0.0,99.0,102.0,,,,3.0,,15.0,,,,,,,,,
246,pyship,https://github.com/jamesabel/pyship,,"freezer, installer and updater for Python applications.",packaging,9,False,jamesabel/pyship,https://github.com/jamesabel/pyship,MIT,2020-04-23 04:45:03.000,2020-12-07 01:00:59.000,2020-12-07 01:00:54.000,,,9.0,2020-12-07 00:53:45.000,0.1.0,14.0,,,pyship,4.0,,,,https://pypi.org/project/pyship,2020-12-07 00:53:45.000,,20.0,20.0,,,,3.0,,,,,,,,,,,
1 name homepage resource description category projectrank show github_id github_url license created_at updated_at last_commit_pushed_at fork_count closed_issue_count star_count latest_stable_release_published_at latest_stable_release_number release_count contributor_count conda_id pypi_id open_issue_count commit_count dependent_project_count github_dependent_project_count pypi_url pypi_latest_release_published_at pypi_dependent_project_count pypi_monthly_downloads monthly_downloads conda_url conda_latest_release_published_at conda_total_downloads projectrank_placing labels github_release_downloads trending updated_github_id cargo_id npm_id npm_url npm_latest_release_published_at npm_dependent_project_count npm_monthly_downloads conda_forge
2 0 Python.org Packaging https://packaging.python.org/overview/ True An Overview of Packaging for Python. packaging 0 True
3 1 best-of-web-python - Testing https://github.com/ml-tooling/best-of-web-python True Testing libraries & tools for python web frameworks. testing 0 True 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 2021-03-25 14:06:13.000 2021-03-13 18:19:34.000 67.0 2.0 1127.0 2021-03-13 18:15:12.000 2021.03.11 11.0 6.0
4 2 unittest https://docs.python.org/3/library/unittest.html True Unittest is a test framework included in the Python standard library. testing 0 True
5 3 pip https://github.com/pypa/pip The Python package installer. dependency-managers 38 True pypa/pip https://github.com/pypa/pip MIT 2011-03-06 14:30:46.000 2021-03-25 07:37:37.000 2021-03-22 11:20:00.000 2198.0 4628.0 6979.0 2021-01-30 12:54:11.000 21.0.1 102.0 595.0 conda-forge/pip pip 930.0 11518.0 64084.0 45418.0 https://pypi.org/project/pip 2021-01-30 12:54:11.000 18666.0 41097251.0 41427301.0 https://anaconda.org/conda-forge/pip 2021-01-30 14:15:41.706 18482855.0 1.0
6 4 sphinx https://github.com/sphinx-doc/sphinx Main repository for the Sphinx documentation builder. documentation 37 True sphinx-doc/sphinx https://github.com/sphinx-doc/sphinx BSD-3-Clause 2015-01-02 10:53:28.000 2021-03-25 11:42:21.000 2021-03-20 14:07:44.000 1436.0 4528.0 3846.0 2021-03-20 14:03:48.000 3.5.3 145.0 618.0 conda-forge/sphinx sphinx 769.0 17230.0 237738.0 133202.0 https://pypi.org/project/sphinx 2021-03-20 14:03:48.000 104536.0 1814124.0 1867589.0 https://anaconda.org/conda-forge/sphinx 2021-03-20 16:09:48.473 2940613.0 1.0 ['sphinx']
7 5 pipenv https://github.com/pypa/pipenv Python Development Workflow for Humans. virtual-envs 36 True pypa/pipenv https://github.com/pypa/pipenv MIT 2017-01-20 00:44:02.000 2021-03-19 14:51:01.000 2021-03-16 06:35:25.000 1601.0 2871.0 21675.0 2020-11-15 04:19:27.000 2020.11.15 297.0 378.0 conda-forge/pipenv pipenv 506.0 7041.0 19648.0 17374.0 https://pypi.org/project/pipenv 2020-11-15 04:19:27.000 2274.0 1391520.0 1393725.0 https://anaconda.org/conda-forge/pipenv 2020-11-15 06:15:51.831 37490.0 1.0
8 6 tqdm https://github.com/tqdm/tqdm A Fast, Extensible Progress Bar for Python and CLI. logging 36 True tqdm/tqdm https://github.com/tqdm/tqdm MIT 2015-06-03 13:13:14.000 2021-03-21 02:43:43.000 2021-03-05 18:18:06.000 914.0 504.0 17834.0 2021-03-05 20:26:38.000 4.59.0 116.0 95.0 conda-forge/tqdm tqdm 280.0 1794.0 183798.0 157560.0 https://pypi.org/project/tqdm 2021-03-05 20:14:29.000 26238.0 8151501.0 8250097.0 https://anaconda.org/conda-forge/tqdm 2021-03-05 22:22:18.205 5612898.0 1.0 7754.0
9 7 psutil https://github.com/giampaolo/psutil Cross-platform lib for process and system monitoring in Python. profiling 36 True giampaolo/psutil https://github.com/giampaolo/psutil BSD-3-Clause 2014-05-23 14:01:48.000 2021-03-24 09:55:03.000 2021-02-21 10:25:07.000 1091.0 1271.0 7187.0 2020-12-19 01:19:27.000 5.8.0 83.0 157.0 conda-forge/psutil psutil 169.0 5674.0 102988.0 78322.0 https://pypi.org/project/psutil 2020-12-19 01:19:27.000 24666.0 9967142.0 10071389.0 https://anaconda.org/conda-forge/psutil 2021-01-12 14:13:09.300 6150623.0 1.0
10 8 jedi https://github.com/davidhalter/jedi Awesome autocompletion, static analysis and refactoring library for python. refactoring 36 True davidhalter/jedi https://github.com/davidhalter/jedi MIT 2012-02-19 23:12:30.000 2021-02-26 22:09:30.000 2021-02-26 22:09:22.000 441.0 1201.0 4798.0 2020-12-25 10:34:25.000 0.18.0 30.0 142.0 conda-forge/jedi jedi 20.0 8201.0 136690.0 120784.0 https://pypi.org/project/jedi 2020-12-25 10:34:25.000 15906.0 9146704.0 9229881.0 https://anaconda.org/conda-forge/jedi 2021-01-14 15:48:43.942 4408383.0 1.0
11 9 flake8 https://github.com/PyCQA/flake8 Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelder's McCabe script. linters 36 True PyCQA/flake8 https://github.com/PyCQA/flake8 MIT 2014-09-13 17:06:24.000 2021-03-22 17:18:01.000 2021-03-14 23:29:54.000 183.0 1119.0 2020-10-02 23:34:01.000 3.8.4 77.0 149.0 conda-forge/flake8 flake8 7.0 1882.0 227673.0 156383.0 https://pypi.org/project/flake8 2021-03-14 23:32:11.000 71290.0 4288509.0 4326785.0 https://anaconda.org/conda-forge/flake8 2021-03-15 21:41:28.726 2181746.0 1.0 1.0
12 10 mypy https://github.com/python/mypy Optional static typing for Python 3 and 2 (PEP 484). linters 35 True python/mypy https://github.com/python/mypy MIT 2012-12-07 13:30:23.000 2021-03-24 02:48:25.000 2021-03-21 21:33:58.000 1663.0 4548.0 10393.0 79.0 451.0 conda-forge/mypy mypy 1638.0 9423.0 36631.0 30547.0 https://pypi.org/project/mypy 2021-02-19 17:28:31.000 6084.0 2396243.0 2415914.0 https://anaconda.org/conda-forge/mypy 2021-02-19 18:45:03.122 786864.0 1.0
13 11 pytest https://github.com/pytest-dev/pytest The pytest framework makes it easy to write small tests, yet scales to support complex functional testing. testing 35 True pytest-dev/pytest https://github.com/pytest-dev/pytest MIT 2015-06-15 20:28:27.000 2021-03-23 19:05:21.000 2021-03-23 19:05:19.000 1640.0 3803.0 7128.0 2021-01-25 14:52:06.000 6.2.2 145.0 702.0 conda-forge/pytest pytest 626.0 428223.0 297639.0 https://pypi.org/project/pytest 2021-01-25 14:51:38.000 130584.0 10459428.0 10585712.0 https://anaconda.org/conda-forge/pytest 2021-01-27 13:05:54.016 7071958.0 1.0 ['pytest']
14 12 pylint https://github.com/PyCQA/pylint It's not just a linter that annoys you!. linters 35 True PyCQA/pylint https://github.com/PyCQA/pylint GPL-2.0 2015-12-09 05:40:02.000 2021-03-25 13:45:58.000 2021-03-24 20:40:11.000 676.0 2613.0 3253.0 2021-02-23 20:15:22.000 2.7.1 94.0 367.0 conda-forge/pylint pylint 697.0 5211.0 224383.0 186649.0 https://pypi.org/project/pylint 2021-02-23 20:15:22.000 37734.0 3567331.0 3597730.0 https://anaconda.org/conda-forge/pylint 2021-03-03 00:06:43.039 1671979.0 1.0
15 13 tox https://github.com/tox-dev/tox Command line driven CI frontend and development task automation tool. testing 35 True tox-dev/tox https://github.com/tox-dev/tox MIT 2016-09-17 16:54:22.000 2021-03-22 18:28:36.000 2021-03-22 18:28:36.000 354.0 1020.0 2120.0 2021-02-16 08:44:01.000 3.22.0 114.0 235.0 conda-forge/tox tox 131.0 1975.0 78645.0 42245.0 https://pypi.org/project/tox 2021-02-16 08:44:01.000 36400.0 1783511.0 1789308.0 https://anaconda.org/conda-forge/tox 2021-03-03 16:46:37.023 243489.0 1.0 ['pytest']
16 14 mkdocs https://github.com/mkdocs/mkdocs Project documentation with Markdown. documentation 34 True mkdocs/mkdocs https://github.com/mkdocs/mkdocs BSD-2-Clause 2014-01-11 21:05:21.000 2021-03-24 23:38:33.000 2021-03-24 23:38:33.000 1668.0 1355.0 11841.0 2020-05-14 15:18:01.000 1.1.2 44.0 186.0 conda-forge/mkdocs mkdocs 142.0 1499.0 17180.0 11238.0 https://pypi.org/project/mkdocs 2020-05-14 15:18:01.000 5942.0 218398.0 220489.0 https://anaconda.org/conda-forge/mkdocs 2020-06-01 13:16:37.068 123374.0 1.0 ['mkdocs'] 1.0
17 15 pycodestyle https://github.com/PyCQA/pycodestyle Simple Python style checker in one Python file. linters 34 True PyCQA/pycodestyle https://github.com/PyCQA/pycodestyle Saxpath 2009-10-02 00:43:37.000 2021-03-16 17:25:20.000 2021-03-16 17:19:02.000 600.0 526.0 4282.0 2021-03-14 18:44:02.000 2.7.0 12.0 124.0 conda-forge/pycodestyle pycodestyle 114.0 1203.0 148402.0 127172.0 https://pypi.org/project/pycodestyle 2021-03-14 18:44:02.000 21230.0 6155734.0 6196373.0 https://anaconda.org/conda-forge/pycodestyle 2021-03-15 18:43:23.361 2316475.0 1.0 1.0
18 16 autopep8 https://github.com/hhatto/autopep8 A tool that automatically formats Python code to conform to the PEP 8 style guide. formatters 34 True hhatto/autopep8 https://github.com/hhatto/autopep8 MIT 2010-12-29 20:08:51.000 2021-03-23 06:14:27.000 2021-03-23 06:14:23.000 239.0 332.0 3727.0 2021-03-17 10:59:30.000 1.5.6 66.0 49.0 conda-forge/autopep8 autopep8 84.0 2691.0 79259.0 69075.0 https://pypi.org/project/autopep8 2021-03-16 15:01:37.000 10184.0 867520.0 874930.0 https://anaconda.org/conda-forge/autopep8 2021-03-16 18:20:01.695 422398.0 1.0
19 17 setuptools https://github.com/pypa/setuptools Official project repository for the Setuptools build system. build-tools 34 True pypa/setuptools https://github.com/pypa/setuptools MIT 2016-03-29 14:02:33.000 2021-03-24 15:42:41.000 2021-03-23 00:00:53.000 714.0 1220.0 1324.0 2021-03-22 14:07:43.000 54.2.0 425.0 420.0 conda-forge/setuptools setuptools 523.0 152458.0 94528.0 https://pypi.org/project/setuptools 2021-03-22 13:23:52.000 57930.0 56162549.0 56520335.0 https://anaconda.org/conda-forge/setuptools 2021-01-08 05:42:17.824 20035970.0 1.0 105.0
20 18 black https://github.com/psf/black The uncompromising Python code formatter. formatters 33 True psf/black https://github.com/psf/black MIT 2018-03-14 19:54:45.000 2021-03-24 23:38:07.000 2021-03-24 23:38:07.000 1232.0 995.0 20037.0 2020-08-26 15:56:21.000 20.8b1 23.0 232.0 conda-forge/black black 417.0 913.0 57104.0 50876.0 https://pypi.org/project/black 2020-08-26 15:52:03.000 6228.0 2497246.0 2535921.0 https://anaconda.org/conda-forge/black 2020-09-07 11:42:46.809 1298286.0 2.0 11789.0
21 19 hypothesis https://github.com/HypothesisWorks/hypothesis Hypothesis is a powerful, flexible, and easy to use library for property-based testing. testing 33 True HypothesisWorks/hypothesis https://github.com/HypothesisWorks/hypothesis MPL-2.0 2013-03-10 13:51:19.000 2021-03-22 02:40:40.000 2021-03-21 08:57:02.000 455.0 1027.0 5036.0 2021-03-14 02:06:25.000 hypothesis-python-6.8.1 814.0 244.0 conda-forge/hypothesis hypothesis 48.0 10607.0 10700.0 8084.0 https://pypi.org/project/hypothesis 2021-03-10 00:45:39.000 2616.0 693662.0 760725.0 https://anaconda.org/conda-forge/hypothesis 2021-03-14 04:00:04.190 3755580.0 1.0
22 20 isort https://github.com/PyCQA/isort A Python utility / library to sort imports. formatters 33 True PyCQA/isort https://github.com/PyCQA/isort MIT 2013-09-02 22:22:53.000 2021-03-25 04:02:12.000 2021-03-25 04:01:47.000 387.0 906.0 3762.0 2021-03-21 06:05:17.000 5.8.0 126.0 228.0 conda-forge/isort isort 32.0 185876.0 161658.0 https://pypi.org/project/isort 2020-12-31 01:15:41.000 24218.0 5626128.0 5656843.0 https://anaconda.org/conda-forge/isort 2021-03-21 08:22:11.429 1720074.0 2.0 -3.0
23 21 sphinx_rtd_theme https://github.com/readthedocs/sphinx_rtd_theme Sphinx theme for readthedocs.org. documentation 33 True readthedocs/sphinx_rtd_theme https://github.com/readthedocs/sphinx_rtd_theme MIT 2013-10-17 17:10:49.000 2021-03-25 13:21:13.000 2021-03-22 17:26:56.000 1477.0 479.0 3633.0 2018-10-05 13:20:49.000 0.4.2 23.0 103.0 conda-forge/sphinx_rtd_theme sphinx_rtd_theme 158.0 1207.0 23490.0 16.0 https://pypi.org/project/sphinx_rtd_theme 2018-10-05 13:20:49.000 23474.0 791018.0 811440.0 https://anaconda.org/conda-forge/sphinx_rtd_theme 2021-01-05 13:49:54.682 1123241.0 1.0 ['sphinx']
24 22 rich https://github.com/willmcgugan/rich Rich is a Python library for rich text and beautiful formatting in the terminal. logging 32 True willmcgugan/rich https://github.com/willmcgugan/rich MIT 2019-11-10 15:28:09.000 2021-03-24 15:58:42.000 2021-03-16 17:30:40.000 704.0 409.0 24242.0 2021-03-06 15:34:58.000 9.13.0 120.0 81.0 conda-forge/rich rich 7.0 1766.0 3066.0 3066.0 https://pypi.org/project/rich 2021-03-06 15:32:55.000 0.0 746955.0 763536.0 https://anaconda.org/conda-forge/rich 2021-03-18 23:16:02.124 132651.0 1.0
25 23 poetry https://github.com/python-poetry/poetry Python dependency management and packaging made easy. dependency-managers 32 True python-poetry/poetry https://github.com/python-poetry/poetry MIT 2018-02-28 15:23:47.000 2021-03-25 01:17:40.000 2021-03-23 15:17:50.000 1132.0 1782.0 14387.0 2021-03-04 10:44:26.000 1.1.5 133.0 263.0 conda-forge/poetry poetry 1061.0 1717.0 64.0 https://pypi.org/project/poetry 2021-03-04 10:44:26.000 64.0 859039.0 1017939.0 https://anaconda.org/conda-forge/poetry 2021-03-05 18:52:34.156 182183.0 2.0 5486194.0
26 24 mkdocs-material https://github.com/squidfunk/mkdocs-material A Material Design theme for MkDocs. documentation 32 True squidfunk/mkdocs-material https://github.com/squidfunk/mkdocs-material MIT 2016-01-28 22:09:23.000 2021-03-25 09:22:18.000 2021-03-22 05:40:32.000 1461.0 964.0 5872.0 2021-03-14 13:21:06.000 7.0.6 192.0 112.0 conda-forge/mkdocs-material mkdocs-material 12.0 3229.0 7337.0 5835.0 https://pypi.org/project/mkdocs-material 2021-03-14 13:21:43.000 1502.0 179069.0 180546.0 https://anaconda.org/conda-forge/mkdocs-material 2021-03-14 18:17:51.582 32494.0 2.0 ['mkdocs']
27 25 robotframework https://github.com/robotframework/robotframework Generic automation framework for acceptance testing and RPA. testing 32 True robotframework/robotframework https://github.com/robotframework/robotframework Apache-2.0 2014-06-27 11:10:38.000 2021-03-24 15:03:14.000 2021-03-19 14:49:38.000 1628.0 3322.0 5701.0 2021-03-11 11:39:04.000 4.0 56.0 137.0 conda-forge/robotframework robotframework 169.0 12846.0 4955.0 3547.0 https://pypi.org/project/robotframework 2021-03-11 11:40:12.000 1408.0 300498.0 301602.0 https://anaconda.org/conda-forge/robotframework 2021-03-11 14:42:08.555 41747.0 1.0 499.0
28 26 conda https://github.com/conda/conda OS-agnostic, system-level binary package manager and ecosystem. dependency-managers 32 True conda/conda https://github.com/conda/conda BSD-3-Clause 2012-10-15 22:08:03.000 2021-03-24 22:23:43.000 2021-03-24 22:23:43.000 1014.0 6000.0 4073.0 2020-11-12 17:08:48.000 4.9.2 100.0 349.0 conda-forge/conda conda 1892.0 15611.0 2104.0 https://pypi.org/project/conda 2017-04-22 23:38:35.000 2104.0 23359.0 329452.0 https://anaconda.org/conda-forge/conda 2020-11-12 21:09:02.264 16835115.0 2.0
29 27 virtualenv https://github.com/pypa/virtualenv Virtual Python Environment builder. virtual-envs 32 True pypa/virtualenv https://github.com/pypa/virtualenv MIT 2011-03-06 14:33:27.000 2021-03-22 18:48:48.000 2021-03-22 18:48:47.000 880.0 1062.0 3822.0 2021-02-01 09:17:59.000 20.4.2 158.0 171.0 conda-forge/virtualenv virtualenv 59.0 34422.0 https://pypi.org/project/virtualenv 2021-03-16 11:55:44.000 34422.0 7333760.0 7349011.0 https://anaconda.org/conda-forge/virtualenv 2021-03-16 13:23:56.251 732048.0 2.0
30 28 invoke https://github.com/pyinvoke/invoke Pythonic task management & command execution. build-tools 32 True pyinvoke/invoke https://github.com/pyinvoke/invoke BSD-2-Clause 2012-02-29 23:59:23.000 2021-02-15 11:55:51.000 2020-12-31 16:25:35.000 280.0 357.0 3195.0 2020-12-31 02:43:43.000 1.5.0 50.0 54.0 conda-forge/invoke invoke 303.0 3499.0 11862.0 7260.0 https://pypi.org/project/invoke 2020-12-31 02:43:43.000 4602.0 565291.0 569774.0 https://anaconda.org/conda-forge/invoke 2021-01-06 14:58:41.830 264528.0 1.0
31 29 bandit https://github.com/PyCQA/bandit Bandit is a tool designed to find common security issues in Python code. security 32 True PyCQA/bandit https://github.com/PyCQA/bandit Apache-2.0 2018-04-26 09:08:12.000 2021-03-19 23:09:21.000 2021-02-11 16:44:36.000 313.0 363.0 3086.0 2020-12-13 02:48:28.000 1.7.0 31.0 130.0 conda-forge/bandit bandit 166.0 1166.0 8550.0 6196.0 https://pypi.org/project/bandit 2020-12-13 02:48:28.000 2354.0 547286.0 549630.0 https://anaconda.org/conda-forge/bandit 2021-03-10 05:39:36.125 51567.0 1.0 33.0
32 30 twine https://github.com/pypa/twine Utilities for interacting with PyPI. build-tools 32 True pypa/twine https://github.com/pypa/twine Apache-2.0 2013-08-13 15:39:39.000 2021-03-17 03:54:06.297 2021-03-17 00:37:43.000 235.0 312.0 1101.0 2021-03-15 16:36:43.000 3.4.0 42.0 101.0 conda-forge/twine twine 41.0 951.0 54281.0 36777.0 https://pypi.org/project/twine 2021-03-15 16:36:43.000 17504.0 700091.0 704385.0 https://anaconda.org/conda-forge/twine 2021-03-17 03:54:06.297 236214.0 1.0
33 31 pyflakes https://github.com/PyCQA/pyflakes A simple program which checks Python source files for errors. linters 32 True PyCQA/pyflakes https://github.com/PyCQA/pyflakes MIT 2014-04-07 06:19:46.000 2021-03-25 08:00:49.000 2021-03-24 16:31:37.000 145.0 334.0 996.0 2021-03-24 16:32:54.000 2.3.1 30.0 76.0 conda-forge/pyflakes pyflakes 80.0 509.0 108592.0 82094.0 https://pypi.org/project/pyflakes 2021-03-24 16:32:54.000 26498.0 4628594.0 4667619.0 https://anaconda.org/conda-forge/pyflakes 2021-03-24 22:10:26.104 2224442.0 1.0
34 32 pytest-cov https://github.com/pytest-dev/pytest-cov Coverage plugin for pytest. testing 32 True pytest-dev/pytest-cov https://github.com/pytest-dev/pytest-cov MIT 2014-04-17 20:01:12.000 2021-03-24 11:07:33.000 2021-03-24 11:07:33.000 136.0 190.0 986.0 2021-01-20 10:46:34.000 2.11.1 40.0 63.0 conda-forge/pytest-cov pytest-cov 91.0 799.0 124927.0 81533.0 https://pypi.org/project/pytest-cov 2021-01-20 10:46:34.000 43394.0 3922467.0 3963120.0 https://anaconda.org/conda-forge/pytest-cov 2021-01-20 18:33:16.518 2439232.0 1.0 ['pytest']
35 33 parso https://github.com/davidhalter/parso A Python Parser. linters 32 True davidhalter/parso https://github.com/davidhalter/parso MIT 2017-05-08 20:14:30.000 2021-03-08 23:50:03.000 2021-03-08 23:50:03.000 66.0 86.0 389.0 2020-12-10 15:10:14.000 0.8.1 24.0 40.0 conda-forge/parso parso 7.0 1071.0 126640.0 115276.0 https://pypi.org/project/parso 2020-12-10 15:10:14.000 11364.0 9151489.0 9242306.0 https://anaconda.org/conda-forge/parso 2020-12-10 16:40:55.258 3541886.0 1.0
36 34 wheel https://github.com/pypa/wheel The official binary distribution format for Python. build-tools 32 True pypa/wheel https://github.com/pypa/wheel MIT 2016-07-16 23:19:28.580 2021-03-21 17:36:04.000 2021-02-08 23:37:31.000 86.0 287.0 230.0 2020-12-13 18:09:07.000 0.36.2 64.0 60.0 conda-forge/wheel wheel 21.0 729.0 62544.0 https://pypi.org/project/wheel 2020-12-13 18:09:07.000 62544.0 37655950.0 37945386.0 https://anaconda.org/conda-forge/wheel 2020-12-13 19:48:16.429 16208427.0 1.0
37 35 loguru https://github.com/Delgan/loguru Python logging made (stupidly) simple. logging 31 True Delgan/loguru https://github.com/Delgan/loguru MIT 2017-08-15 17:22:32.000 2021-03-19 22:09:00.000 2021-03-19 22:08:53.000 378.0 338.0 8486.0 2020-09-20 07:56:32.000 0.5.3 17.0 29.0 conda-forge/loguru loguru 51.0 558.0 6254.0 5912.0 https://pypi.org/project/loguru 2020-09-20 07:54:28.000 342.0 441332.0 446514.0 https://anaconda.org/conda-forge/loguru 2020-10-10 00:51:36.057 129556.0 2.0
38 36 pyinstaller https://github.com/pyinstaller/pyinstaller Freeze (package) Python programs into stand-alone executables. packaging 31 True pyinstaller/pyinstaller https://github.com/pyinstaller/pyinstaller GPL-2.0 2011-11-23 11:05:56.000 2021-03-24 13:49:13.000 2021-03-23 22:44:08.000 1627.0 3683.0 7827.0 2021-01-13 13:13:08.000 4.2 27.0 393.0 conda-forge/pyinstaller pyinstaller 381.0 7682.0 15475.0 15475.0 https://pypi.org/project/pyinstaller 2021-01-13 13:12:03.000 0.0 238417.0 249734.0 https://anaconda.org/conda-forge/pyinstaller 2021-02-02 18:07:09.778 207878.0 1.0 684526.0
39 37 pre-commit https://github.com/pre-commit/pre-commit A framework for managing and maintaining multi-language pre-commit hooks. others 31 True pre-commit/pre-commit https://github.com/pre-commit/pre-commit MIT 2014-03-13 00:39:38.000 2021-03-23 14:39:24.000 2021-03-23 14:39:23.000 421.0 1062.0 5686.0 2021-03-10 01:06:59.000 2.11.1 158.0 118.0 conda-forge/pre-commit pre-commit 22.0 1971.0 2136.0 https://pypi.org/project/pre-commit 2021-03-10 00:57:36.000 2136.0 1191329.0 1214329.0 https://anaconda.org/conda-forge/pre-commit 2021-03-10 12:01:32.998 435658.0 1.0 2994.0
40 38 pip-tools https://github.com/jazzband/pip-tools A set of tools to keep your pinned Python dependencies fresh. dependency-managers 31 True jazzband/pip-tools https://github.com/jazzband/pip-tools BSD-3-Clause 2012-09-10 08:50:26.000 2021-03-25 08:47:56.000 2021-03-25 08:47:56.000 420.0 602.0 4844.0 2021-03-15 20:14:25.000 6.0.1 92.0 141.0 conda-forge/pip-tools pip-tools 108.0 1496.0 3252.0 https://pypi.org/project/pip-tools 2021-03-16 00:32:58.000 3252.0 1893809.0 1894596.0 https://anaconda.org/conda-forge/pip-tools 2021-03-13 14:51:26.909 8662.0 2.0
41 39 freezegun https://github.com/spulec/freezegun Let your Python tests travel through time. testing 31 True spulec/freezegun https://github.com/spulec/freezegun Apache-2.0 2012-12-11 05:11:00.000 2021-03-08 14:56:48.000 2021-01-20 07:44:52.000 192.0 166.0 2821.0 2021-01-20 07:45:20.000 1.1.0 56.0 94.0 conda-forge/freezegun freezegun 60.0 521.0 15877.0 7525.0 https://pypi.org/project/freezegun 2021-01-20 07:45:20.000 8352.0 1214559.0 1217790.0 https://anaconda.org/conda-forge/freezegun 2021-01-20 09:23:22.014 193909.0 2.0
42 40 ipdb https://github.com/gotcha/ipdb Integration of IPython pdb. debugging 31 True gotcha/ipdb https://github.com/gotcha/ipdb BSD-3-Clause 2011-01-15 17:51:47.000 2021-03-16 09:50:07.000 2021-03-16 09:49:58.000 128.0 106.0 1376.0 2021-03-02 11:10:22.000 0.13.5 39.0 46.0 conda-forge/ipdb ipdb 53.0 339.0 42142.0 25244.0 https://pypi.org/project/ipdb 2021-03-08 17:00:03.000 16898.0 657674.0 660354.0 https://anaconda.org/conda-forge/ipdb 2020-11-21 18:57:03.677 150103.0 1.0
43 41 nose https://github.com/nose-devs/nose nose is nicer testing for python. testing 31 False nose-devs/nose https://github.com/nose-devs/nose LGPL-2.1+ 2011-12-13 19:36:32.000 2021-02-25 18:46:16.000 2016-03-04 01:16:26.000 358.0 461.0 1330.0 2015-06-02 09:12:36.000 1.3.7 14.0 95.0 conda-forge/nose nose 447.0 1004.0 191835.0 105361.0 https://pypi.org/project/nose 2015-06-02 09:12:36.000 86474.0 1951786.0 1980773.0 https://anaconda.org/conda-forge/nose 2020-10-11 16:52:20.277 1681279.0 2.0
44 42 sentry-sdk https://github.com/getsentry/sentry-python The new Python SDK for Sentry.io. logging 31 True getsentry/sentry-python https://github.com/getsentry/sentry-python BSD-2-Clause 2018-06-18 22:51:10.000 2021-03-24 19:22:45.000 2021-03-24 19:22:44.000 190.0 366.0 879.0 2021-03-03 16:35:19.000 1.0.0 126.0 90.0 conda-forge/sentry-sdk sentry-sdk 132.0 1221.0 10793.0 9807.0 https://pypi.org/project/sentry-sdk 2021-02-18 14:46:46.000 986.0 2459823.0 2462437.0 https://anaconda.org/conda-forge/sentry-sdk 2021-02-18 16:32:52.126 69118.0 2.0 4393.0
45 43 tabulate https://github.com/astanin/python-tabulate Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from.. logging 31 True astanin/python-tabulate https://github.com/astanin/python-tabulate MIT 2016-05-01 20:47:06.376 2021-03-14 22:08:05.000 2021-03-04 09:33:31.000 60.0 55.0 751.0 2021-02-22 07:34:12.000 0.8.9 25.0 67.0 conda-forge/tabulate tabulate 27.0 502.0 47561.0 39459.0 https://pypi.org/project/tabulate 2021-02-22 07:34:12.000 8102.0 6887395.0 6902592.0 https://anaconda.org/conda-forge/tabulate 2021-02-22 13:39:52.132 881467.0 2.0
46 44 numpydoc https://github.com/numpy/numpydoc Numpy's Sphinx extensions. documentation 30 True numpy/numpydoc https://github.com/numpy/numpydoc BSD-3-Clause 2013-07-24 16:23:39.000 2021-03-22 09:00:40.000 2021-03-22 09:00:40.000 5329.0 91.0 16503.0 2020-07-01 21:59:00.000 1.1.0 13.0 65.0 conda-forge/numpydoc numpydoc 51.0 31751.0 24403.0 https://pypi.org/project/numpydoc 2020-07-01 21:59:00.000 7348.0 101915.0 116634.0 https://anaconda.org/conda-forge/numpydoc 2020-10-01 19:37:54.384 735987.0 2.0 ['sphinx']
47 45 pyautogui https://github.com/asweigart/pyautogui A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard. testing 30 True asweigart/pyautogui https://github.com/asweigart/pyautogui BSD-3-Clause 2014-07-17 23:30:38.000 2021-02-20 18:37:25.000 2020-10-04 08:13:41.000 670.0 163.0 4904.0 2020-10-06 22:15:19.000 0.9.52 49.0 42.0 conda-forge/pyautogui pyautogui 298.0 361.0 7284.0 6676.0 https://pypi.org/project/pyautogui 2020-10-06 22:15:19.000 608.0 195044.0 197856.0 https://anaconda.org/conda-forge/pyautogui 2020-10-13 12:17:23.308 112487.0 2.0
48 46 buildbot https://github.com/buildbot/buildbot Python-based continuous integration testing framework; your pull requests are more than welcome!. build-tools 30 True buildbot/buildbot https://github.com/buildbot/buildbot GPL-2.0 2010-07-06 17:56:53.000 2021-03-25 12:20:13.000 2021-03-24 16:07:22.000 1517.0 665.0 4573.0 2021-03-16 16:58:32.000 3.0.2 107.0 786.0 conda-forge/buildbot buildbot 639.0 21773.0 1137.0 245.0 https://pypi.org/project/buildbot 2021-03-16 17:22:58.000 892.0 3366.0 5233.0 https://anaconda.org/conda-forge/buildbot 2021-03-15 17:24:39.932 28268.0 2.0 14445.0
49 47 factory_boy https://github.com/FactoryBoy/factory_boy A test fixtures replacement for Python. testing 30 True FactoryBoy/factory_boy https://github.com/FactoryBoy/factory_boy MIT 2011-05-11 08:26:59.000 2021-03-18 08:49:27.000 2021-03-18 08:49:27.000 312.0 337.0 2442.0 2018-05-05 15:05:40.000 2.11.1 36.0 113.0 conda-forge/factory_boy factory_boy 142.0 874.0 4256.0 https://pypi.org/project/factory_boy 2018-05-05 15:05:40.000 4256.0 641440.0 642530.0 https://anaconda.org/conda-forge/factory_boy 2020-10-05 10:08:00.894 58894.0 2.0
50 48 logbook https://github.com/getlogbook/logbook A cool logging replacement for Python. logging 30 False getlogbook/logbook https://github.com/getlogbook/logbook BSD-3-Clause 2010-07-22 10:13:12.000 2021-01-11 05:40:29.145 2019-10-16 17:48:40.000 155.0 125.0 1398.0 2019-01-16 20:35:25.000 1.4.3 41.0 76.0 conda-forge/logbook logbook 54.0 1194.0 4556.0 2492.0 https://pypi.org/project/logbook 2019-10-16 18:14:55.000 2064.0 169347.0 170783.0 https://anaconda.org/conda-forge/logbook 2021-01-11 05:40:29.145 34401.0 2.0 244.0
51 49 rope https://github.com/python-rope/rope a python refactoring library. refactoring 30 True python-rope/rope https://github.com/python-rope/rope LGPL-3.0 2013-11-30 15:30:20.000 2021-03-20 08:39:58.000 2021-03-20 08:39:58.000 120.0 110.0 1105.0 2020-10-07 16:08:59.000 0.18.0 19.0 63.0 conda-forge/rope rope 75.0 1877.0 29644.0 26712.0 https://pypi.org/project/rope 2020-10-07 16:08:59.000 2932.0 134347.0 144936.0 https://anaconda.org/conda-forge/rope 2020-10-07 18:16:45.645 497693.0 1.0
52 50 pytest-mock https://github.com/pytest-dev/pytest-mock Thin-wrapper around the mock package for easier use with pytest. testing 30 True pytest-dev/pytest-mock https://github.com/pytest-dev/pytest-mock MIT 2014-07-17 00:40:32.000 2021-03-19 17:48:28.000 2021-03-19 17:48:28.000 88.0 84.0 1023.0 2021-01-10 22:17:10.000 3.5.1 50.0 51.0 conda-forge/pytest-mock pytest-mock 11.0 398.0 21256.0 15076.0 https://pypi.org/project/pytest-mock 2021-01-10 22:17:10.000 6180.0 1478754.0 1493204.0 https://anaconda.org/conda-forge/pytest-mock 2021-01-11 11:41:18.792 809221.0 2.0 ['pytest']
53 51 pydocstyle https://github.com/PyCQA/pydocstyle docstring style checker. linters 30 True PyCQA/pydocstyle https://github.com/PyCQA/pydocstyle MIT 2012-01-31 17:18:23.000 2021-03-19 18:06:04.453 2021-03-18 23:40:45.000 146.0 187.0 752.0 2021-03-18 23:41:48.000 6.0.0 15.0 71.0 conda-forge/pydocstyle pydocstyle 72.0 698.0 19054.0 15134.0 https://pypi.org/project/pydocstyle 2021-03-18 23:40:11.000 3920.0 602946.0 608691.0 https://anaconda.org/conda-forge/pydocstyle 2021-03-19 18:06:04.453 321751.0 2.0 51.0 2.0
54 52 pytest-xdist https://github.com/pytest-dev/pytest-xdist pytest plugin for distributed testing and loop-on-failures testing modes. testing 30 True pytest-dev/pytest-xdist https://github.com/pytest-dev/pytest-xdist MIT 2015-09-01 18:51:45.000 2021-03-22 17:05:23.000 2021-03-20 14:43:57.000 140.0 226.0 680.0 2021-02-09 21:06:38.000 2.2.1 55.0 72.0 conda-forge/pytest-xdist pytest-xdist 181.0 850.0 23320.0 15978.0 https://pypi.org/project/pytest-xdist 2021-02-09 21:06:38.000 7342.0 1858705.0 1879480.0 https://anaconda.org/conda-forge/pytest-xdist 2021-02-10 14:13:48.139 1163454.0 2.0 ['pytest']
55 53 alabaster https://github.com/bitprophet/alabaster Lightweight, configurable Sphinx theme. Now the Sphinx default!. documentation 30 False bitprophet/alabaster https://github.com/bitprophet/alabaster BSD-3-Clause 2013-12-07 00:03:15.000 2021-03-04 22:24:15.000 2020-01-10 23:50:18.000 151.0 51.0 594.0 2018-10-03 01:39:17.000 0.7.12 24.0 28.0 conda-forge/alabaster alabaster 75.0 350.0 56933.0 42035.0 https://pypi.org/project/alabaster 2018-10-03 01:39:17.000 14898.0 1577825.0 1615253.0 https://anaconda.org/conda-forge/alabaster 2018-10-03 15:29:30.017 2095973.0 2.0 ['sphinx']
56 54 coveralls-python https://github.com/TheKevJames/coveralls-python Show coverage stats online via coveralls.io. testing 30 True coveralls-clients/coveralls-python https://github.com/TheKevJames/coveralls-python MIT 2013-02-06 20:48:39.000 2021-03-24 01:32:19.000 2021-03-24 01:31:52.000 168.0 132.0 455.0 2021-03-02 00:35:13.000 3.0.1 38.0 55.0 coveralls 5.0 386.0 33906.0 16898.0 https://pypi.org/project/coveralls 2021-03-02 00:35:13.000 17008.0 242955.0 242955.0 2.0 ['pytest'] TheKevJames/coveralls-python
57 55 pytest-html https://github.com/pytest-dev/pytest-html Plugin for generating HTML reports for pytest results. testing 30 True pytest-dev/pytest-html https://github.com/pytest-dev/pytest-html MPL-2.0 2015-04-14 19:22:42.000 2021-03-16 20:36:15.000 2021-01-23 03:26:17.000 156.0 178.0 406.0 2020-12-13 15:24:58.000 3.1.1 44.0 43.0 conda-forge/pytest-html pytest-html 72.0 376.0 9507.0 8523.0 https://pypi.org/project/pytest-html 2020-12-13 15:24:58.000 984.0 770333.0 772723.0 https://anaconda.org/conda-forge/pytest-html 2020-12-13 19:43:13.698 109946.0 2.0 ['pytest']
58 56 Glances https://github.com/nicolargo/glances Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. profiling 29 True nicolargo/glances https://github.com/nicolargo/glances LGPL-3.0 2011-12-04 08:49:15.000 2021-03-21 17:30:14.000 2021-03-21 17:29:56.000 1180.0 1135.0 18061.0 2021-01-23 16:50:31.000 3.1.6 53.0 138.0 conda-forge/glances glances 195.0 3871.0 331.0 281.0 https://pypi.org/project/glances 2021-02-07 15:19:12.000 50.0 32276.0 34387.0 https://anaconda.org/conda-forge/glances 2021-02-07 19:32:17.197 126305.0 1.0 417.0
59 57 yapf https://github.com/google/yapf A formatter for Python files. formatters 29 True google/yapf https://github.com/google/yapf Apache-2.0 2015-03-18 18:22:31.000 2021-03-12 21:42:56.000 2021-03-12 21:42:14.000 786.0 368.0 11578.0 2020-04-23 19:07:36.000 0.30.0 67.0 125.0 conda-forge/yapf yapf 306.0 21484.0 18078.0 https://pypi.org/project/yapf 2020-04-23 19:07:36.000 3406.0 427590.0 437681.0 https://anaconda.org/conda-forge/yapf 2020-07-28 15:36:35.387 575235.0 3.0
60 58 python-json-logger https://github.com/madzak/python-json-logger Json Formatter for the standard python logger. logging 29 True madzak/python-json-logger https://github.com/madzak/python-json-logger BSD-2-Clause 2011-12-27 05:12:26.000 2021-03-23 08:48:08.000 2020-10-12 16:12:03.000 136.0 45.0 935.0 2020-10-12 16:26:53.000 2.0.1 19.0 43.0 conda-forge/python-json-logger python-json-logger 17.0 179.0 14348.0 13430.0 https://pypi.org/project/python-json-logger 2020-10-12 16:26:53.000 918.0 1096339.0 1108370.0 https://anaconda.org/conda-forge/python-json-logger 2020-10-12 23:31:31.855 565487.0 2.0
61 59 colorlog https://github.com/borntyping/python-colorlog A colored formatter for the python logging module. logging 29 True borntyping/python-colorlog https://github.com/borntyping/python-colorlog MIT 2012-09-05 17:57:21.000 2021-03-22 11:25:38.000 2021-03-22 11:24:37.000 69.0 51.0 678.0 2021-03-22 11:25:39.000 4.8.0 51.0 29.0 conda-forge/colorlog colorlog 10.0 177.0 12820.0 9154.0 https://pypi.org/project/colorlog 2021-01-14 12:47:43.000 3666.0 1352917.0 1358404.0 https://anaconda.org/conda-forge/colorlog 2021-03-18 07:47:24.183 323742.0 2.0
62 60 packaging https://github.com/pypa/packaging Core utilities for Python packages. packaging 29 True pypa/packaging https://github.com/pypa/packaging BSD-2-Clause 2014-05-15 22:49:43.000 2021-03-24 20:32:35.000 2021-03-24 20:32:35.000 134.0 139.0 276.0 2021-01-29 20:27:31.000 20.9 35.0 65.0 conda-forge/packaging packaging 50.0 214839.0 185639.0 https://pypi.org/project/packaging 2021-01-29 20:24:35.000 29200.0 22629618.0 22744058.0 https://anaconda.org/conda-forge/packaging 2021-02-04 17:30:01.516 6522935.0 1.0 64.0
63 61 hacking https://github.com/openstack/hacking OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org. linters 29 True openstack/hacking https://github.com/openstack/hacking Apache-2.0 2013-03-26 21:09:28.000 2021-03-23 23:19:40.000 2021-03-23 15:00:26.000 68.0 214.0 2020-11-12 11:18:09.000 4.0.0 36.0 176.0 hacking 1044.0 8690.0 https://pypi.org/project/hacking 2020-11-12 11:18:09.000 8690.0 64518.0 64518.0 2.0 ['flake8']
64 62 typed_ast https://github.com/python/typed_ast Modified fork of CPython's ast module that parses `# type:` comments. ast 29 True python/typed_ast https://github.com/python/typed_ast Apache-2.0 2016-02-16 22:40:09.000 2021-03-07 22:34:48.000 2021-03-07 22:34:48.000 43.0 73.0 177.0 2020-12-30 23:17:52.000 1.4.2 28.0 20.0 typed_ast 4.0 168.0 10362.0 https://pypi.org/project/typed_ast 2020-12-30 23:17:52.000 10362.0 6009322.0 6009322.0 1.0
65 63 py-spy https://github.com/benfred/py-spy Sampling profiler for Python programs. profiling 28 True benfred/py-spy https://github.com/benfred/py-spy MIT 2018-08-01 02:22:15.000 2021-03-22 04:37:10.000 2021-03-22 04:36:47.000 243.0 135.0 6715.0 2021-03-22 04:28:24.000 0.3.5 28.0 23.0 py-spy 57.0 366.0 714.0 664.0 https://pypi.org/project/py-spy 2021-03-22 04:28:35.000 50.0 202310.0 202544.0 2.0 4682.0 py-spy
66 64 pipreqs https://github.com/bndr/pipreqs pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this.. dependency-managers 28 True bndr/pipreqs https://github.com/bndr/pipreqs Apache-2.0 2015-04-22 16:38:14.000 2021-03-25 09:40:27.000 2021-03-24 22:00:27.000 211.0 66.0 3266.0 2019-11-14 11:06:56.000 0.4.10 38.0 42.0 conda-forge/pipreqs pipreqs 101.0 279.0 5071.0 4543.0 https://pypi.org/project/pipreqs 2019-11-14 11:00:54.000 528.0 38599.0 38971.0 https://anaconda.org/conda-forge/pipreqs 2019-11-14 14:53:43.131 20123.0 3.0
67 65 mimesis https://github.com/lk-geimfari/mimesis Mimesis is a high-performance fake data generator for Python, which provides data for a variety of purposes in a.. testing 28 True lk-geimfari/mimesis https://github.com/lk-geimfari/mimesis MIT 2016-09-09 21:41:22.000 2021-03-22 12:53:24.000 2021-03-22 12:53:21.000 268.0 275.0 3260.0 2020-12-21 11:12:37.000 4.1.3 30.0 106.0 mimesis 12.0 1949.0 84.0 https://pypi.org/project/mimesis 2020-12-21 11:12:37.000 84.0 79061.0 79063.0 2.0 154.0
68 66 structlog https://github.com/hynek/structlog Structured Logging for Python. logging 28 True hynek/structlog https://github.com/hynek/structlog MIT 2013-08-13 15:55:58.000 2021-03-22 17:08:05.000 2021-03-22 17:08:01.000 133.0 142.0 1450.0 2021-02-18 16:17:00.000 21.1.0 23.0 71.0 conda-forge/structlog structlog 33.0 4265.0 3059.0 https://pypi.org/project/structlog 2021-02-18 16:06:29.000 1206.0 508977.0 510687.0 https://anaconda.org/conda-forge/structlog 2021-02-22 14:39:08.894 95773.0 3.0
69 67 wemake-python-styleguide https://github.com/wemake-services/wemake-python-styleguide The strictest and most opinionated python linter ever!. linters 28 True wemake-services/wemake-python-styleguide https://github.com/wemake-services/wemake-python-styleguide MIT 2018-03-09 21:04:25.000 2021-03-22 10:51:43.000 2021-03-22 10:51:43.000 269.0 863.0 1415.0 2021-02-27 12:22:01.000 0.15.2 51.0 139.0 wemake-python-styleguide 80.0 1624.0 295.0 281.0 https://pypi.org/project/wemake-python-styleguide 2021-02-27 12:21:14.000 14.0 21521.0 21521.0 2.0
70 68 radon https://github.com/rubik/radon Various code metrics for Python code. code-metrics 28 True rubik/radon https://github.com/rubik/radon MIT 2012-09-20 18:58:58.000 2021-03-23 20:49:11.000 2021-03-09 07:24:38.000 87.0 129.0 1194.0 2021-03-07 10:46:49.000 4.4.0 47.0 43.0 conda-forge/radon radon 18.0 508.0 2760.0 1662.0 https://pypi.org/project/radon 2021-03-09 07:30:44.000 1098.0 110653.0 111312.0 https://anaconda.org/conda-forge/radon 2020-09-18 20:13:31.841 27031.0 1.0
71 69 pytest-asyncio https://github.com/pytest-dev/pytest-asyncio Pytest support for asyncio. testing 28 True pytest-dev/pytest-asyncio https://github.com/pytest-dev/pytest-asyncio Apache-2.0 2015-04-11 00:18:05.000 2021-01-13 14:01:21.000 2020-12-01 01:03:15.000 74.0 92.0 689.0 2020-06-23 22:10:28.000 0.14.0 18.0 26.0 conda-forge/pytest-asyncio pytest-asyncio 59.0 157.0 12426.0 10398.0 https://pypi.org/project/pytest-asyncio 2020-06-23 22:10:28.000 2028.0 597171.0 604824.0 https://anaconda.org/conda-forge/pytest-asyncio 2020-10-30 17:49:56.641 352080.0 2.0 ['pytest']
72 70 nose2 https://github.com/nose-devs/nose2 The successor to nose, based on unittest2. testing 28 True nose-devs/nose2 https://github.com/nose-devs/nose2 BSD-3-Clause 2011-12-14 15:33:15.000 2021-03-10 16:59:07.000 2021-03-10 16:59:06.000 131.0 196.0 665.0 2021-01-27 21:57:28.000 0.10.0 26.0 70.0 conda-forge/nose2 nose2 55.0 990.0 5505.0 3567.0 https://pypi.org/project/nose2 2021-01-27 21:57:28.000 1938.0 108943.0 109754.0 https://anaconda.org/conda-forge/nose2 2020-02-02 06:02:02.004 27581.0 2.0
73 71 flake8-bugbear https://github.com/PyCQA/flake8-bugbear A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in.. linters 28 True PyCQA/flake8-bugbear https://github.com/PyCQA/flake8-bugbear MIT 2016-03-15 20:54:43.000 2021-03-11 17:44:57.000 2021-03-08 17:26:00.000 40.0 52.0 519.0 2021-03-08 17:28:03.000 21.3.2 31.0 36.0 conda-forge/flake8-bugbear flake8-bugbear 34.0 157.0 4269.0 3229.0 https://pypi.org/project/flake8-bugbear 2021-03-08 17:28:03.000 1040.0 292399.0 304488.0 https://anaconda.org/conda-forge/flake8-bugbear 2021-03-08 21:21:16.211 229700.0 2.0 ['flake8']
74 72 breathe https://github.com/michaeljones/breathe ReStructuredText and Sphinx bridge to Doxygen. documentation 28 True michaeljones/breathe https://github.com/michaeljones/breathe BSD-3-Clause 2009-02-03 18:52:25.000 2021-03-18 05:17:46.000 2021-02-16 15:26:15.000 136.0 316.0 517.0 2021-02-16 15:27:55.000 4.27.0 54.0 89.0 conda-forge/breathe breathe 100.0 1378.0 6157.0 4149.0 https://pypi.org/project/breathe 2021-02-16 15:27:55.000 2008.0 33803.0 37201.0 https://anaconda.org/conda-forge/breathe 2021-02-17 04:08:50.258 180122.0 2.0
75 73 prettytable https://github.com/jazzband/prettytable Display tabular data in a visually appealing ASCII table format. logging 28 False jazzband/prettytable https://github.com/jazzband/prettytable BSD-1-Clause 2016-01-15 02:39:17.000 2021-03-02 22:49:12.885 2021-03-02 19:25:20.000 62.0 27.0 416.0 2021-03-02 19:34:23.000 2.1.0 14.0 27.0 conda-forge/prettytable prettytable 15.0 306.0 15169.0 15169.0 https://pypi.org/project/prettytable 2021-03-02 19:34:23.000 0.0 1391319.0 1395714.0 https://anaconda.org/conda-forge/prettytable 2021-03-02 22:49:12.885 250533.0 3.0
76 74 ddt https://github.com/datadriventests/ddt Data-Driven Tests for Python Unittest. testing 28 True datadriventests/ddt https://github.com/datadriventests/ddt MIT 2012-02-11 22:57:10.000 2021-03-12 20:36:06.000 2021-03-12 20:34:54.000 96.0 30.0 381.0 2021-03-12 20:36:06.000 1.4.2 26.0 34.0 conda-forge/ddt ddt 16.0 211.0 5856.0 3372.0 https://pypi.org/project/ddt 2020-05-15 02:43:35.000 2484.0 137592.0 138751.0 https://anaconda.org/conda-forge/ddt 2020-05-15 03:17:11.932 55666.0 2.0
77 75 PySnooper https://github.com/cool-RR/PySnooper Never use print for debugging again. debugging 27 True cool-RR/PySnooper https://github.com/cool-RR/PySnooper MIT 2019-04-18 13:55:43.000 2021-02-27 21:29:24.034 2021-02-27 09:14:08.000 877.0 90.0 14287.0 2020-09-14 09:47:00.000 0.4.2 53.0 25.0 conda-forge/pysnooper pysnooper 18.0 291.0 410.0 364.0 https://pypi.org/project/pysnooper 2020-09-14 09:47:00.000 46.0 19327.0 20822.0 https://anaconda.org/conda-forge/pysnooper 2021-02-27 21:29:24.034 32891.0 1.0
78 76 pyright https://github.com/microsoft/pyright Static type checker for Python. linters 27 True Microsoft/pyright https://github.com/microsoft/pyright MIT 2019-03-12 03:38:46.000 2021-03-25 01:28:28.000 2021-03-25 01:28:23.000 304.0 1410.0 6478.0 2021-03-24 22:28:25.000 1.1.125 209.0 52.0 8.0 3222.0 57.0 53.0 58859.0 2.0 pyright https://www.npmjs.com/package/pyright 2021-03-24 22:22:17.172 4.0 58859.0
79 77 pyre-check https://github.com/facebook/pyre-check Performant type-checking for python. linters 27 True facebook/pyre-check https://github.com/facebook/pyre-check MIT 2017-11-10 17:31:36.000 2021-03-25 11:26:46.000 2021-03-24 21:59:18.000 304.0 184.0 5221.0 2021-03-04 22:42:39.000 0.0.62 58.0 147.0 pyre-check 65.0 8751.0 46.0 https://pypi.org/project/pyre-check 2021-03-05 20:22:41.000 46.0 7924.0 7924.0 2.0
80 78 Nuitka https://github.com/Nuitka/Nuitka Nuitka is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.3, 3.4, 3.5, 3.6, 3.7,.. packaging 27 True Nuitka/Nuitka https://github.com/Nuitka/Nuitka Apache-2.0 2013-04-23 15:40:33.000 2021-03-20 17:00:16.000 2021-03-17 10:12:34.000 264.0 684.0 3996.0 2021-02-09 11:28:53.000 0.6.12 139.0 90.0 conda-forge/nuitka nuitka 178.0 7526.0 54.0 https://pypi.org/project/nuitka 2021-03-17 10:26:39.000 54.0 8211.0 12586.0 https://anaconda.org/conda-forge/nuitka 2021-03-17 16:49:17.111 258161.0 2.0
81 79 pytype https://github.com/google/pytype A static type analyzer for Python code. linters 27 True google/pytype https://github.com/google/pytype Apache-2.0 2015-03-18 20:52:08.000 2021-03-25 00:22:32.000 2021-03-25 00:22:30.000 188.0 308.0 3177.0 2021-03-23 22:37:47.000 2021.3.22 92.0 60.0 conda-forge/pytype pytype 98.0 4142.0 88.0 https://pypi.org/project/pytype 2021-03-23 22:37:47.000 88.0 45570.0 49203.0 https://anaconda.org/conda-forge/pytype 2020-10-13 18:48:00.617 36333.0 2.0
82 80 coala https://github.com/coala/coala coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming.. linters 27 True coala/coala https://github.com/coala/coala AGPL-3.0 2014-05-15 11:35:34.000 2021-03-25 04:56:38.000 2021-03-23 15:51:42.000 1343.0 2359.0 3166.0 2017-05-30 10:07:57.000 0.11.1 730.0 476.0 coala-bears 850.0 4475.0 218.0 10.0 https://pypi.org/project/coala-bears 2017-11-10 21:04:50.000 208.0 2192.0 2193.0 2.0 135.0
83 81 memory-profiler https://github.com/pythonprofilers/memory_profiler Monitor Memory usage of Python code. profiling 27 True pythonprofilers/memory_profiler https://github.com/pythonprofilers/memory_profiler BSD-3-Clause 2011-10-14 11:56:14.000 2021-03-22 22:45:32.000 2021-03-22 22:45:32.000 292.0 99.0 2798.0 2018-08-16 03:16:49.000 0.54.0 52.0 85.0 memory_profiler 82.0 624.0 534.0 https://pypi.org/project/memory_profiler 2018-08-16 03:16:49.000 534.0 120611.0 120611.0 2.0
84 82 prospector https://github.com/PyCQA/prospector Inspects Python source files and provides information about type and location of classes, methods etc. code-metrics 27 True PyCQA/prospector https://github.com/PyCQA/prospector GPL-2.0 2013-08-05 07:26:30.000 2021-03-25 11:37:47.000 2020-10-21 22:30:57.000 119.0 211.0 1403.0 2020-10-21 22:32:26.000 1.3.1 91.0 67.0 conda-forge/prospector prospector 44.0 1051.0 3291.0 2153.0 https://pypi.org/project/prospector 2020-10-21 22:31:43.000 1138.0 100444.0 100855.0 https://anaconda.org/conda-forge/prospector 2020-11-18 00:26:14.628 22650.0 2.0
85 83 pyelftools https://github.com/eliben/pyelftools Parsing ELF and DWARF in Python. debugging 27 True eliben/pyelftools https://github.com/eliben/pyelftools Unlicense 2013-06-08 22:55:54.000 2021-02-27 17:55:27.000 2021-01-26 00:11:51.000 391.0 108.0 1185.0 8.0 75.0 conda-forge/pyelftools pyelftools 51.0 567.0 2780.0 1896.0 https://pypi.org/project/pyelftools 2020-10-27 13:45:19.000 884.0 325734.0 326730.0 https://anaconda.org/conda-forge/pyelftools 2020-10-27 16:16:13.901 59811.0 1.0
86 84 scons https://github.com/SCons/scons SCons - a software construction tool. build-tools 27 True SCons/scons https://github.com/SCons/scons MIT 2017-03-23 22:12:34.579 2021-03-25 14:27:03.000 2021-03-23 21:46:23.000 209.0 2623.0 1094.0 2021-01-19 22:02:05.000 4.1.0 14.0 131.0 conda-forge/scons scons 664.0 6976.0 50.0 https://pypi.org/project/scons 2019-12-17 02:49:51.000 50.0 84862.0 88315.0 https://anaconda.org/conda-forge/scons 2021-01-20 08:05:53.549 165072.0 2.0 348.0
87 85 safety https://github.com/pyupio/safety Safety checks your installed dependencies for known security vulnerabilities. security 27 True pyupio/safety https://github.com/pyupio/safety MIT 2016-10-19 13:22:56.000 2021-02-26 16:55:09.000 2021-02-19 21:13:16.000 82.0 68.0 982.0 2021-01-15 19:34:46.000 1.10.3 38.0 35.0 conda-forge/safety safety 44.0 370.0 2298.0 1754.0 https://pypi.org/project/safety 2021-01-15 19:34:46.000 544.0 193777.0 197018.0 https://anaconda.org/conda-forge/safety 2021-01-15 20:54:00.958 15088.0 2.0 30675.0
88 86 pytest-bdd https://github.com/pytest-dev/pytest-bdd BDD library for the py.test runner. testing 27 True pytest-dev/pytest-bdd https://github.com/pytest-dev/pytest-bdd MIT 2013-03-29 07:27:43.000 2021-03-04 13:56:27.000 2021-03-02 18:24:50.000 129.0 126.0 786.0 2020-12-07 12:41:15.000 4.0.2 89.0 38.0 conda-forge/pytest-bdd pytest-bdd 102.0 636.0 1480.0 1212.0 https://pypi.org/project/pytest-bdd 2020-12-07 12:41:15.000 268.0 67306.0 68317.0 https://anaconda.org/conda-forge/pytest-bdd 2020-02-03 16:53:59.114 22242.0 3.0 ['pytest']
89 87 progressbar2 https://github.com/WoLpH/python-progressbar Progressbar 2 - A progress bar for Python 2 and Python 3 - pip install progressbar2. logging 27 True WoLpH/python-progressbar https://github.com/WoLpH/python-progressbar BSD-3-Clause 2012-02-20 06:19:21.000 2021-03-15 00:40:40.000 2021-03-15 00:40:40.000 91.0 177.0 684.0 2020-09-09 13:36:59.000 3.53.1 94.0 38.0 conda-forge/progressbar2 progressbar2 9.0 867.0 10405.0 8209.0 https://pypi.org/project/progressbar2 2020-09-09 13:28:47.000 2196.0 416182.0 420881.0 https://anaconda.org/conda-forge/progressbar2 2020-09-09 14:31:33.844 247189.0 3.0 1568.0
90 88 Yappi https://github.com/sumerc/yappi Yet Another Python Profiler, but this time thread&coroutine&greenlet aware. profiling 27 True sumerc/yappi https://github.com/sumerc/yappi MIT 2009-10-07 20:46:30.000 2021-03-23 08:19:22.000 2021-03-23 08:19:22.000 41.0 31.0 599.0 2020-11-27 15:28:40.000 1.3.2 17.0 22.0 conda-forge/yappi yappi 10.0 639.0 1020.0 380.0 https://pypi.org/project/yappi 2020-11-27 15:28:40.000 640.0 84866.0 86381.0 https://anaconda.org/conda-forge/yappi 2020-11-28 16:22:51.992 68196.0 2.0
91 89 astor https://github.com/berkerpeksag/astor Python AST read/write. ast 27 True berkerpeksag/astor https://github.com/berkerpeksag/astor BSD-3-Clause 2012-09-19 23:02:51.000 2021-03-15 17:27:04.000 2021-03-15 17:27:04.000 79.0 71.0 569.0 2019-12-10 01:50:33.000 0.8.1 14.0 31.0 conda-forge/astor astor 35.0 261.0 3756.0 https://pypi.org/project/astor 2019-12-10 01:50:33.000 3756.0 1456278.0 1479223.0 https://anaconda.org/conda-forge/astor 2020-07-01 13:36:26.971 1078429.0 2.0
92 90 buildout https://github.com/buildout/buildout Buildout is a deployment automation tool written in and extended with Python. build-tools 27 False buildout/buildout https://github.com/buildout/buildout ZPL-2.1 2012-03-25 21:47:18.000 2021-03-22 13:41:51.000 2021-03-19 09:34:42.000 170.0 201.0 509.0 2021-03-08 07:25:44.000 2.13.4 103.0 88.0 zc.buildout 138.0 1612.0 1974.0 https://pypi.org/project/zc.buildout 2021-03-09 08:12:12.000 1974.0 49914.0 49914.0 2.0
93 91 pylint-django https://github.com/PyCQA/pylint-django Pylint plugin for improving code analysis for when using Django. linters 27 True PyCQA/pylint-django https://github.com/PyCQA/pylint-django GPL-2.0 2013-10-01 06:35:15.000 2021-03-14 00:38:01.000 2021-01-10 12:24:27.000 95.0 146.0 451.0 2021-01-10 12:27:12.000 2.4.2 48.0 55.0 conda-forge/pylint-django pylint-django 25.0 529.0 14787.0 12541.0 https://pypi.org/project/pylint-django 2021-01-10 12:25:25.000 2246.0 226557.0 227912.0 https://anaconda.org/conda-forge/pylint-django 2021-01-12 09:07:20.984 74002.0 2.0 ['pylint'] 180.0
94 92 mccabe https://github.com/PyCQA/mccabe McCabe complexity checker for Python. code-metrics 27 True PyCQA/mccabe https://github.com/PyCQA/mccabe Saxpath 2013-02-20 22:19:04.000 2020-11-23 03:29:18.000 2020-10-03 17:22:54.000 38.0 33.0 378.0 2017-01-26 22:13:14.000 0.6.1 11.0 19.0 conda-forge/mccabe mccabe 7.0 128.0 213084.0 182074.0 https://pypi.org/project/mccabe 2017-01-26 22:13:14.000 31010.0 6592218.0 6634006.0 https://anaconda.org/conda-forge/mccabe 2018-07-08 18:43:04.536 2381919.0 2.0
95 93 sphinx-autodoc-typehints https://github.com/agronholm/sphinx-autodoc-typehints Type hints support for the Sphinx autodoc extension. documentation 27 True agronholm/sphinx-autodoc-typehints https://github.com/agronholm/sphinx-autodoc-typehints MIT 2015-09-21 20:41:41.000 2021-03-19 13:34:42.000 2021-02-21 16:06:51.000 60.0 68.0 313.0 2020-10-12 20:37:53.000 1.11.1 28.0 28.0 conda-forge/sphinx-autodoc-typehints sphinx-autodoc-typehints 39.0 158.0 1380.0 https://pypi.org/project/sphinx-autodoc-typehints 2020-10-12 20:37:53.000 1380.0 91804.0 95579.0 https://anaconda.org/conda-forge/sphinx-autodoc-typehints 2020-10-12 21:34:27.077 151015.0 2.0 ['sphinx']
96 94 sqlmap https://github.com/sqlmapproject/sqlmap Automatic SQL injection and database takeover tool. security 26 True sqlmapproject/sqlmap https://github.com/sqlmapproject/sqlmap GPL-3.0 2012-06-26 09:52:15.000 2021-03-22 11:00:36.000 2021-03-22 11:00:32.000 4213.0 4205.0 19660.0 2021-02-01 20:35:09.000 1.5.2 65.0 104.0 sqlmap 45.0 9746.0 8.0 https://pypi.org/project/sqlmap 2021-03-03 22:08:16.000 8.0 2319.0 2319.0 2.0
97 95 pyinstrument https://github.com/joerick/pyinstrument Call stack profiler for Python. Shows you why your code is slow!. profiling 26 True joerick/pyinstrument https://github.com/joerick/pyinstrument BSD-3-Clause 2014-03-13 17:53:13.000 2021-03-21 20:03:35.000 2021-03-21 20:03:35.000 99.0 55.0 2597.0 2021-02-19 09:56:50.000 3.4.1 28.0 24.0 conda-forge/pyinstrument pyinstrument 20.0 419.0 369.0 233.0 https://pypi.org/project/pyinstrument 2021-02-19 09:56:50.000 136.0 57947.0 59150.0 https://anaconda.org/conda-forge/pyinstrument 2021-02-19 13:40:07.707 65006.0 2.0
98 96 pudb https://github.com/inducer/pudb Full-screen console debugger for Python. debugging 26 True inducer/pudb https://github.com/inducer/pudb MIT 2011-05-13 23:44:30.000 2021-03-25 04:18:40.000 2021-03-24 22:15:47.000 167.0 129.0 1992.0 2017-09-02 18:52:28.000 2017.1.4 68.0 71.0 conda-forge/pudb pudb 138.0 3691.0 2265.0 https://pypi.org/project/pudb 2020-12-21 04:20:59.000 1426.0 320260.0 321941.0 https://anaconda.org/conda-forge/pudb 2020-04-15 19:25:06.154 94167.0 2.0
99 97 Diamond https://github.com/python-diamond/Diamond Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of.. profiling 26 False python-diamond/Diamond https://github.com/python-diamond/Diamond MIT 2013-10-11 23:32:13.000 2020-12-28 06:55:11.000 2018-03-15 16:54:31.000 592.0 128.0 1613.0 2016-11-25 22:13:29.000 4.0.515 36.0 342.0 diamond 226.0 3219.0 86.0 55.0 https://pypi.org/project/diamond 2016-11-25 22:13:29.000 31.0 16451.0 16451.0 2.0
100 98 flit https://github.com/takluyver/flit Simplified packaging of Python modules. build-tools 26 True takluyver/flit https://github.com/takluyver/flit BSD-3-Clause 2015-03-13 21:22:27.000 2021-03-22 11:34:50.479 2021-03-21 21:18:18.000 68.0 155.0 1322.0 2021-03-01 15:37:10.000 3.1.0 39.0 41.0 conda-forge/flit flit 83.0 892.0 226.0 https://pypi.org/project/flit 2021-03-01 15:37:10.000 226.0 17583.0 19097.0 https://anaconda.org/conda-forge/flit 2021-03-22 11:34:50.479 74216.0 3.0
101 99 pybuilder https://github.com/pybuilder/pybuilder Software build automation tool for Python. build-tools 26 True pybuilder/pybuilder https://github.com/pybuilder/pybuilder Apache-2.0 2012-07-23 11:38:06.000 2021-03-24 21:41:31.000 2020-10-18 16:56:10.000 234.0 389.0 1292.0 2020-10-06 16:13:40.000 0.12.10 533.0 35.0 pybuilder 87.0 1284.0 110.0 https://pypi.org/project/pybuilder 2021-03-24 21:41:31.000 110.0 7616.0 7616.0 3.0
102 100 vulture https://github.com/jendrikseipp/vulture Find dead Python code. refactoring 26 True jendrikseipp/vulture https://github.com/jendrikseipp/vulture MIT 2016-08-11 15:39:58.647 2021-01-21 15:53:38.000 2021-01-21 15:53:37.000 67.0 131.0 1210.0 2021-01-16 17:51:40.000 2.3 42.0 27.0 conda-forge/vulture vulture 12.0 678.0 1227.0 867.0 https://pypi.org/project/vulture 2021-01-16 17:49:50.000 360.0 58512.0 59251.0 https://anaconda.org/conda-forge/vulture 2020-08-11 23:14:02.062 40660.0 2.0
103 101 doit https://github.com/pydoit/doit task management & automation tool. build-tools 26 True pydoit/doit https://github.com/pydoit/doit MIT 2014-02-14 22:21:23.000 2021-03-19 07:53:33.000 2021-03-19 07:53:33.000 119.0 189.0 972.0 2020-09-04 06:38:01.000 0.33.1 43.0 53.0 conda-forge/doit doit 65.0 1353.0 1139.0 673.0 https://pypi.org/project/doit 2020-09-04 06:38:01.000 466.0 42746.0 43938.0 https://anaconda.org/conda-forge/doit 2020-10-11 16:47:23.103 46524.0 3.0
104 102 pytest-benchmark https://github.com/ionelmc/pytest-benchmark py.test fixture for benchmarking code. testing 26 True ionelmc/pytest-benchmark https://github.com/ionelmc/pytest-benchmark BSD-2-Clause 2014-10-10 10:55:33.000 2021-03-12 05:49:03.000 2021-03-12 05:48:58.000 71.0 77.0 736.0 2020-01-10 10:25:10.000 3.2.3 39.0 32.0 conda-forge/pytest-benchmark pytest-benchmark 66.0 973.0 2369.0 1639.0 https://pypi.org/project/pytest-benchmark 2020-01-10 10:25:10.000 730.0 125741.0 133184.0 https://anaconda.org/conda-forge/pytest-benchmark 2020-03-24 11:45:49.727 446618.0 3.0 ['pytest']
105 103 pdbpp https://github.com/pdbpp/pdbpp pdb++, a drop-in replacement for pdb (the Python debugger). debugging 26 True pdbpp/pdbpp https://github.com/pdbpp/pdbpp BSD-3-Clause 2017-06-11 13:42:16.000 2021-03-18 01:04:05.000 2020-11-22 13:22:19.000 38.0 105.0 698.0 2019-10-04 12:04:09.000 0.10.2 25.0 39.0 conda-forge/pdbpp pdbpp 53.0 682.0 2985.0 1957.0 https://pypi.org/project/pdbpp 2019-10-04 12:04:09.000 1028.0 86532.0 87761.0 https://anaconda.org/conda-forge/pdbpp 2019-05-07 20:32:36.208 52884.0 2.0
106 104 pytest-sugar https://github.com/Teemu/pytest-sugar a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail.. testing 26 True Teemu/pytest-sugar https://github.com/Teemu/pytest-sugar BSD-3-Clause 2013-06-25 21:09:27.000 2020-10-24 19:01:48.000 2020-10-24 18:04:51.000 50.0 68.0 693.0 2020-07-06 18:40:33.000 0.9.4 25.0 38.0 conda-forge/pytest-sugar pytest-sugar 35.0 344.0 11562.0 6982.0 https://pypi.org/project/pytest-sugar 2020-07-06 18:40:33.000 4580.0 210028.0 212178.0 https://anaconda.org/conda-forge/pytest-sugar 2020-09-18 13:41:24.029 92456.0 3.0 ['pytest']
107 105 sphinx-bootstrap-theme https://github.com/ryan-roemer/sphinx-bootstrap-theme Sphinx Bootstrap Theme. documentation 26 False ryan-roemer/sphinx-bootstrap-theme https://github.com/ryan-roemer/sphinx-bootstrap-theme MIT 2011-12-07 14:53:00.000 2021-01-13 12:56:13.000 2019-09-25 19:17:09.000 203.0 78.0 575.0 2019-03-29 17:57:28.000 0.7.1 56.0 37.0 sphinx-bootstrap-theme 57.0 393.0 2928.0 1952.0 https://pypi.org/project/sphinx-bootstrap-theme 2019-03-29 17:57:28.000 976.0 19611.0 19611.0 2.0 ['sphinx']
108 106 setuptools_scm https://github.com/pypa/setuptools_scm the blessed package to manage your versions by scm tags. build-tools 26 True pypa/setuptools_scm https://github.com/pypa/setuptools_scm MIT 2015-07-01 17:57:56.000 2021-03-25 10:39:32.000 2021-03-17 14:11:55.000 135.0 256.0 442.0 2020-12-13 22:17:40.000 5.0.1 47.0 80.0 conda-forge/setuptools_scm setuptools_scm 68.0 694.0 https://pypi.org/project/setuptools_scm 2018-08-09 06:35:57.000 694.0 6500700.0 6510581.0 https://anaconda.org/conda-forge/setuptools_scm 2021-03-17 16:05:30.451 592896.0 3.0 -2.0
109 107 python-coloredlogs https://github.com/xolox/python-coloredlogs Colored terminal output for Python's logging module. logging 26 True xolox/python-coloredlogs https://github.com/xolox/python-coloredlogs MIT 2013-05-30 18:57:12.000 2020-12-10 13:10:51.000 2020-12-10 13:09:55.000 35.0 49.0 410.0 2018-04-29 22:06:15.000 9.3.1 62.0 16.0 coloredlogs 20.0 271.0 9182.0 7086.0 https://pypi.org/project/coloredlogs 2020-12-10 13:10:51.000 2096.0 551604.0 551604.0 3.0
110 108 pep8-naming https://github.com/PyCQA/pep8-naming Naming Convention checker for Python. linters 26 False PyCQA/pep8-naming https://github.com/PyCQA/pep8-naming Saxpath 2013-02-09 18:32:52.000 2021-02-14 21:34:48.000 2021-01-05 19:26:21.000 47.0 61.0 286.0 2020-06-16 23:48:52.000 0.11.1 21.0 26.0 conda-forge/pep8-naming pep8-naming 10.0 210.0 8992.0 5964.0 https://pypi.org/project/pep8-naming 2020-06-16 23:48:52.000 3028.0 309922.0 312893.0 https://anaconda.org/conda-forge/pep8-naming 2020-07-01 03:49:33.929 181240.0 2.0
111 109 pytest-mypy https://github.com/dbader/pytest-mypy Mypy static type checker plugin for Pytest. testing 26 True dbader/pytest-mypy https://github.com/dbader/pytest-mypy MIT 2016-09-29 14:39:23.000 2021-03-21 15:51:09.000 2021-03-21 15:48:31.000 31.0 34.0 186.0 2021-03-21 15:51:09.000 0.8.1 17.0 15.0 conda-forge/pytest-mypy pytest-mypy 9.0 216.0 1242.0 976.0 https://pypi.org/project/pytest-mypy 2021-03-21 15:51:09.000 266.0 111171.0 111787.0 https://anaconda.org/conda-forge/pytest-mypy 2020-11-24 14:50:18.057 8009.0 3.0 ['pytest']
112 110 astunparse https://github.com/simonpercivall/astunparse An AST unparser for Python. ast 26 False simonpercivall/astunparse https://github.com/simonpercivall/astunparse BSD-3-Clause 2014-03-31 15:34:54.000 2021-01-15 07:40:29.426 2019-12-22 18:11:19.000 36.0 21.0 158.0 2019-12-22 18:12:11.000 1.6.3 11.0 10.0 conda-forge/astunparse astunparse 14.0 86.0 15249.0 15067.0 https://pypi.org/project/astunparse 2019-12-22 18:12:11.000 182.0 1615070.0 1618672.0 https://anaconda.org/conda-forge/astunparse 2021-01-15 07:40:29.426 162125.0 3.0
113 111 gast https://github.com/serge-sans-paille/gast Python AST that abstracts the underlying Python version. ast 26 True serge-sans-paille/gast https://github.com/serge-sans-paille/gast BSD-3-Clause 2016-07-18 10:39:07.000 2021-01-20 06:24:52.000 2020-11-26 20:24:53.000 23.0 21.0 104.0 2020-08-07 21:45:21.000 0.4.0 16.0 10.0 conda-forge/gast gast 4.0 80.0 53909.0 50521.0 https://pypi.org/project/gast 2020-08-07 21:45:21.000 3388.0 2955929.0 2986068.0 https://anaconda.org/conda-forge/gast 2020-08-07 22:36:47.303 1024753.0 3.0
114 112 pyenv https://github.com/pyenv/pyenv Simple Python version management. virtual-envs 25 True pyenv/pyenv https://github.com/pyenv/pyenv MIT 2012-08-31 06:57:52.000 2021-03-23 21:46:57.000 2021-03-23 17:30:53.000 1990.0 981.0 22842.0 2021-03-19 07:12:10.000 1.2.24.1 33.0 314.0 pyenv 267.0 2485.0 1.0 https://pypi.org/project/pyenv 2019-01-12 14:49:22.000 1.0 3144.0 3144.0 2.0 -1.0
115 113 playwright-python https://github.com/microsoft/playwright-python Python version of the Playwright testing and automation library. testing 25 True microsoft/playwright-python https://github.com/microsoft/playwright-python Apache-2.0 2020-07-01 15:28:13.000 2021-03-25 14:29:55.000 2021-03-24 05:17:51.000 346.0 250.0 4294.0 2021-03-24 21:32:03.000 1.10.0 49.0 16.0 playwright 35.0 307.0 141.0 141.0 https://pypi.org/project/playwright 2021-03-10 21:12:55.000 0.0 14703.0 14703.0 3.0
116 114 line_profiler https://github.com/pyutils/line_profiler Line-by-line profiling for Python. profiling 25 True pyutils/line_profiler https://github.com/pyutils/line_profiler BSD-3-Clause 2016-05-26 17:37:38.151 2021-03-22 19:12:32.000 2021-01-25 15:09:39.000 245.0 7.0 3491.0 2020-01-12 22:11:51.000 3.0.2 8.0 20.0 conda-forge/line_profiler line_profiler 22.0 140.0 692.0 https://pypi.org/project/line_profiler 2017-12-20 02:30:37.000 692.0 161499.0 164299.0 https://anaconda.org/conda-forge/line_profiler 2021-03-18 12:06:33.698 162400.0 3.0
117 115 pex https://github.com/pantsbuild/pex A library and tool for generating .pex (Python EXecutable) files. packaging 25 True pantsbuild/pex https://github.com/pantsbuild/pex Apache-2.0 2014-07-21 17:06:12.000 2021-03-25 06:29:14.000 2021-03-19 00:43:29.000 192.0 529.0 1830.0 2021-03-17 01:37:11.000 2.1.34 123.0 96.0 pex 135.0 230.0 https://pypi.org/project/pex 2021-03-17 01:36:52.000 230.0 53863.0 58408.0 2.0 263664.0 -2.0
118 116 typeguard https://github.com/agronholm/typeguard Run-time type checker for Python. debugging 25 True agronholm/typeguard https://github.com/agronholm/typeguard MIT 2015-12-27 23:15:37.000 2021-03-19 18:34:45.000 2021-03-19 18:34:44.000 55.0 112.0 608.0 2021-02-16 20:04:08.000 2.11.1 39.0 17.0 conda-forge/typeguard typeguard 32.0 233.0 158.0 https://pypi.org/project/typeguard 2021-02-16 20:04:08.000 158.0 543617.0 544870.0 https://anaconda.org/conda-forge/typeguard 2021-02-17 00:33:38.677 32598.0 3.0
119 117 asv https://github.com/airspeed-velocity/asv Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. testing 25 True airspeed-velocity/asv https://github.com/airspeed-velocity/asv BSD-3-Clause 2013-11-07 20:43:31.000 2021-02-16 18:17:19.627 2020-12-22 14:28:12.000 121.0 300.0 571.0 2020-05-16 12:35:26.000 0.4.2 16.0 53.0 conda-forge/asv asv 103.0 1887.0 229.0 141.0 https://pypi.org/project/asv 2020-05-16 12:33:41.000 88.0 7405.0 14494.0 https://anaconda.org/conda-forge/asv 2021-02-16 18:17:19.627 354468.0 3.0
120 118 pytest-watch https://github.com/joeyespo/pytest-watch Local continuous test runner with pytest and watchdog. testing 25 False joeyespo/pytest-watch https://github.com/joeyespo/pytest-watch MIT 2015-01-12 02:08:20.000 2021-01-29 17:57:16.000 2019-06-15 20:36:43.000 48.0 40.0 557.0 2018-05-20 19:52:16.000 4.2.0 17.0 16.0 conda-forge/pytest-watch pytest-watch 30.0 183.0 2814.0 2032.0 https://pypi.org/project/pytest-watch 2018-05-20 19:52:16.000 782.0 75208.0 76166.0 https://anaconda.org/conda-forge/pytest-watch 2021-01-18 20:02:36.906 36415.0 3.0 ['pytest']
121 119 PyHamcrest https://github.com/hamcrest/PyHamcrest Hamcrest matchers for Python. testing 25 True hamcrest/PyHamcrest https://github.com/hamcrest/PyHamcrest BSD-3-Clause 2010-12-24 02:55:56.000 2021-03-12 17:18:45.000 2021-03-08 10:35:21.000 79.0 47.0 539.0 2020-03-02 14:42:32.000 2.0.2 22.0 34.0 conda-forge/pyhamcrest pyhamcrest 10.0 3392.0 https://pypi.org/project/pyhamcrest 2020-03-02 14:42:32.000 3392.0 591715.0 597555.0 https://anaconda.org/conda-forge/pyhamcrest 2020-03-02 15:36:14.195 338726.0 3.0
122 120 autoflake https://github.com/myint/autoflake Removes unused imports and unused variables as reported by pyflakes. refactoring 25 True myint/autoflake https://github.com/myint/autoflake MIT 2012-12-27 03:40:17.000 2021-03-05 19:05:51.000 2020-12-27 17:36:40.000 40.0 32.0 365.0 2019-08-04 15:14:24.000 1.3.1 36.0 17.0 conda-forge/autoflake autoflake 23.0 439.0 2576.0 1996.0 https://pypi.org/project/autoflake 2019-08-04 15:14:24.000 580.0 219838.0 223642.0 https://anaconda.org/conda-forge/autoflake 2019-04-25 16:08:45.978 87496.0 2.0
123 121 sphinx-autobuild https://github.com/executablebooks/sphinx-autobuild Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a livereload enabled.. documentation 25 True executablebooks/sphinx-autobuild https://github.com/executablebooks/sphinx-autobuild MIT 2013-12-25 17:09:56.000 2021-03-14 17:15:24.297 2021-03-14 13:43:08.000 47.0 44.0 310.0 2021-03-14 13:46:47.000 2021.3.14 15.0 17.0 conda-forge/sphinx-autobuild sphinx-autobuild 11.0 4682.0 https://pypi.org/project/sphinx-autobuild 2021-03-14 13:46:47.000 4682.0 74334.0 75289.0 https://anaconda.org/conda-forge/sphinx-autobuild 2021-03-14 17:15:24.297 44918.0 2.0 ['sphinx']
124 122 flake8-import-order https://github.com/PyCQA/flake8-import-order Flake8 plugin that checks import order against various Python Style Guides. linters 25 True PyCQA/flake8-import-order https://github.com/PyCQA/flake8-import-order LGPL-3.0 2014-03-16 12:46:09.000 2021-03-12 04:22:24.000 2020-08-04 12:21:12.000 61.0 83.0 234.0 2019-03-04 08:39:11.000 0.18.1 34.0 40.0 conda-forge/flake8-import-order flake8-import-order 11.0 274.0 1892.0 https://pypi.org/project/flake8-import-order 2019-03-04 08:39:11.000 1892.0 164919.0 168470.0 https://anaconda.org/conda-forge/flake8-import-order 2019-03-06 03:48:48.199 184671.0 2.0 ['flake8']
125 123 check-manifest https://github.com/mgedmin/check-manifest Tool to check the completeness of MANIFEST.in for Python packages. linters 25 True mgedmin/check-manifest https://github.com/mgedmin/check-manifest MIT 2013-03-05 15:27:20.000 2021-01-27 10:20:48.000 2021-01-27 10:19:52.000 29.0 70.0 222.0 40.0 18.0 conda-forge/check-manifest check-manifest 14.0 517.0 6407.0 4603.0 https://pypi.org/project/check-manifest 2021-01-04 14:37:14.000 1804.0 97691.0 98558.0 https://anaconda.org/conda-forge/check-manifest 2021-01-04 16:36:49.618 23428.0 2.0
126 124 better-exceptions https://github.com/Qix-/better-exceptions Pretty and useful exceptions in Python, automatically. logging 24 True Qix-/better-exceptions https://github.com/Qix-/better-exceptions MIT 2017-03-12 11:23:04.000 2021-01-29 16:48:55.000 2021-01-29 16:48:11.000 192.0 40.0 3890.0 2021-01-29 16:48:55.000 0.3.3 16.0 14.0 better-exceptions 29.0 97.0 74.0 https://pypi.org/project/better-exceptions 2021-01-29 16:48:55.000 74.0 18564.0 18564.0 3.0
127 125 notifiers https://github.com/liiight/notifiers The easy way to send notifications. logging 24 True liiight/notifiers https://github.com/liiight/notifiers MIT 2017-06-01 10:20:18.000 2021-03-25 04:35:01.000 2020-12-30 22:21:45.000 70.0 52.0 1812.0 2019-10-05 13:00:41.000 1.2.1 26.0 14.0 notifiers 35.0 377.0 119.0 113.0 https://pypi.org/project/notifiers 2019-10-05 13:00:41.000 6.0 147432.0 147432.0 3.0
128 126 uiautomator https://github.com/xiaocong/uiautomator Python wrapper of Android uiautomator test tool. testing 24 True xiaocong/uiautomator https://github.com/xiaocong/uiautomator MIT 2013-08-18 03:38:50.000 2020-12-29 05:34:09.000 2020-11-16 01:36:32.000 571.0 114.0 1654.0 2020-11-16 03:43:07.000 1.0.2 41.0 13.0 uiautomator 165.0 316.0 303.0 181.0 https://pypi.org/project/uiautomator 2020-11-16 03:43:07.000 122.0 3997.0 3997.0 3.0
129 127 mamba https://github.com/mamba-org/mamba The Fast Cross-Platform Package Manager. dependency-managers 24 True mamba-org/mamba https://github.com/mamba-org/mamba BSD-3-Clause 2019-03-05 13:05:10.000 2021-03-25 14:42:00.000 2021-03-24 18:59:03.000 74.0 290.0 1361.0 61.0 42.0 conda-forge/mamba 98.0 1078.0 306.0 306.0 24846.0 https://anaconda.org/conda-forge/mamba 2021-03-12 13:45:28.524 596313.0 3.0
130 128 stackprinter https://github.com/cknd/stackprinter Debugging-friendly exceptions for Python. logging 24 True cknd/stackprinter https://github.com/cknd/stackprinter MIT 2018-09-05 10:58:47.000 2021-03-18 20:44:50.000 2021-01-01 18:48:26.000 31.0 13.0 1131.0 2020-10-31 13:10:42.000 0.2.5 14.0 6.0 stackprinter 9.0 159.0 55.0 51.0 https://pypi.org/project/stackprinter 2020-10-31 13:06:59.000 4.0 27598.0 27598.0 3.0
131 129 pylama https://github.com/klen/pylama Code audit tool for python. linters 24 False klen/pylama https://github.com/klen/pylama LGPL-3.0 2012-08-17 10:10:10.000 2021-02-03 20:47:36.000 2019-04-10 18:20:19.000 77.0 53.0 769.0 2019-04-10 18:20:47.000 7.7.1 99.0 41.0 pylama 72.0 689.0 3285.0 2281.0 https://pypi.org/project/pylama 2019-04-10 18:20:47.000 1004.0 51680.0 51680.0 3.0
132 130 pympler https://github.com/pympler/pympler Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application. profiling 24 True pympler/pympler https://github.com/pympler/pympler Apache-2.0 2012-10-04 23:35:16.000 2020-12-22 22:15:18.000 2020-10-15 19:16:49.000 67.0 46.0 749.0 2016-03-31 11:48:42.000 0.4.3 15.0 26.0 conda-forge/pympler pympler 32.0 443.0 478.0 https://pypi.org/project/pympler 2020-10-14 20:27:50.000 478.0 99424.0 102838.0 https://anaconda.org/conda-forge/pympler 2020-10-14 22:08:39.935 163911.0 3.0
133 131 green https://github.com/CleanCut/green Green is a clean, colorful, fast python test runner. testing 24 True CleanCut/green https://github.com/CleanCut/green MIT 2014-04-01 20:08:18.000 2020-12-14 17:20:18.000 2020-12-14 17:20:18.000 73.0 159.0 693.0 2020-11-23 18:43:18.000 3.2.5 139.0 37.0 conda-forge/green green 12.0 1036.0 924.0 566.0 https://pypi.org/project/green 2020-11-23 18:43:18.000 358.0 4960.0 6638.0 https://anaconda.org/conda-forge/green 2020-11-12 18:09:27.157 70512.0 3.0
134 132 nox https://github.com/theacodes/nox Flexible test automation for Python. testing 24 True theacodes/nox https://github.com/theacodes/nox Apache-2.0 2016-02-24 04:02:58.000 2021-03-20 21:25:06.000 2021-03-12 03:04:12.000 86.0 165.0 511.0 2021-01-01 01:16:23.000 2020.12.31 18.0 55.0 conda-forge/nox nox 50.0 548.0 492.0 https://pypi.org/project/nox 2021-01-01 01:16:23.000 56.0 112212.0 112966.0 https://anaconda.org/conda-forge/nox 2021-01-06 20:13:32.270 21868.0 3.0 ['pytest']
135 133 Mamba Test Runner https://github.com/nestorsalceda/mamba The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD). testing 24 True nestorsalceda/mamba https://github.com/nestorsalceda/mamba MIT 2013-03-12 18:53:42.000 2021-03-19 21:36:39.000 2020-11-16 12:31:58.000 61.0 52.0 462.0 2020-11-16 12:36:24.000 0.11.2 21.0 22.0 mamba 45.0 468.0 220.0 https://pypi.org/project/mamba 2020-11-16 12:35:41.000 220.0 7900.0 7900.0 3.0
136 134 paver https://github.com/paver/paver Python-based project scripting. build-tools 24 True paver/paver https://github.com/paver/paver BSD-3-Clause 2010-11-11 09:43:52.000 2020-12-29 19:27:26.000 2020-12-29 19:24:52.000 76.0 90.0 439.0 2017-12-31 01:13:41.000 1.3.4 28.0 44.0 conda-forge/paver paver 36.0 525.0 1908.0 https://pypi.org/project/paver 2017-12-31 01:13:41.000 1908.0 25360.0 25756.0 https://anaconda.org/conda-forge/paver 2018-07-24 12:48:36.122 20641.0 3.0
137 135 mypy-protobuf https://github.com/dropbox/mypy-protobuf open source tools to generate mypy stubs from protobufs. linters 24 True dropbox/mypy-protobuf https://github.com/dropbox/mypy-protobuf Apache-2.0 2017-12-11 21:55:05.000 2021-02-25 22:40:31.000 2021-02-25 22:40:31.000 51.0 58.0 338.0 29.0 27.0 mypy-protobuf 10.0 252.0 226.0 202.0 https://pypi.org/project/mypy-protobuf 2021-02-04 23:42:23.000 24.0 345120.0 345120.0 3.0
138 136 darglint https://github.com/terrencepreilly/darglint A python documentation linter which checks that the docstring description matches the definition. linters 24 True terrencepreilly/darglint https://github.com/terrencepreilly/darglint MIT 2017-09-25 14:11:21.000 2021-03-23 06:13:04.000 2021-02-22 05:33:05.000 24.0 88.0 288.0 2021-01-30 20:56:42.000 1.6.0 47.0 20.0 conda-forge/darglint darglint 35.0 474.0 361.0 341.0 https://pypi.org/project/darglint 2021-02-22 05:24:56.000 20.0 55773.0 56299.0 https://anaconda.org/conda-forge/darglint 2021-02-22 07:20:19.625 9474.0 3.0
139 137 py2exe https://github.com/py2exe/py2exe A distutils extension to create standalone Windows programs from Python code. packaging 24 True py2exe/py2exe https://github.com/py2exe/py2exe MIT 2019-03-11 13:16:35.000 2021-03-19 22:31:25.000 2021-03-13 14:41:37.000 32.0 61.0 195.0 2021-03-13 15:09:17.000 0.10.3.0 8.0 13.0 py2exe 5.0 945.0 1411.0 1065.0 https://pypi.org/project/py2exe 2021-03-13 15:14:28.000 346.0 15954.0 16299.0 2.0 8283.0
140 138 flake8-quotes https://github.com/zheller/flake8-quotes Flake8 extension for checking quotes in python. linters 24 True zheller/flake8-quotes https://github.com/zheller/flake8-quotes MIT 2014-03-10 00:05:08.000 2020-06-06 07:55:44.000 2020-05-12 23:46:18.000 32.0 39.0 123.0 2020-05-12 23:46:28.000 3.2.0 37.0 28.0 conda-forge/flake8-quotes flake8-quotes 3.0 99.0 4310.0 2906.0 https://pypi.org/project/flake8-quotes 2020-05-12 23:46:28.000 1404.0 204701.0 207897.0 https://anaconda.org/conda-forge/flake8-quotes 2020-05-13 00:39:59.431 172625.0 3.0 ['flake8']
141 139 flake8-isort https://github.com/gforcada/flake8-isort flake8 plugin that integrates isort. linters 24 True gforcada/flake8-isort https://github.com/gforcada/flake8-isort GPL-2.0 2015-09-12 19:25:34.000 2021-02-05 16:31:25.000 2020-08-11 08:04:26.000 34.0 37.0 104.0 2020-08-11 08:04:21.000 4.0.0 31.0 28.0 conda-forge/flake8-isort flake8-isort 7.0 257.0 3531.0 2603.0 https://pypi.org/project/flake8-isort 2020-08-11 08:04:21.000 928.0 149270.0 149892.0 https://anaconda.org/conda-forge/flake8-isort 2020-08-11 09:43:27.627 10586.0 3.0 ['flake8']
142 140 gdbgui https://github.com/cs01/gdbgui Browser-based frontend to gdb (gnu debugger). Add breakpoints, view the stack, visualize data structures, and more in.. debugging 23 True cs01/gdbgui https://github.com/cs01/gdbgui GPL-3.0 2016-10-27 03:19:25.000 2021-03-09 00:54:17.000 2020-12-21 02:51:39.000 457.0 154.0 7863.0 2020-12-21 03:07:33.000 0.14.0.2 90.0 35.0 gdbgui 111.0 420.0 76.0 74.0 https://pypi.org/project/gdbgui 2020-12-21 02:53:00.000 2.0 7431.0 7795.0 3.0 2915.0
143 141 Scalene https://github.com/plasma-umass/scalene Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python. profiling 23 True emeryberger/scalene https://github.com/plasma-umass/scalene Apache-2.0 2019-12-17 20:56:28.000 2021-03-24 19:56:55.000 2021-03-24 19:56:55.000 137.0 70.0 3831.0 2021-03-10 22:44:06.000 1.3.0 94.0 18.0 scalene 18.0 1192.0 34.0 34.0 https://pypi.org/project/scalene 2021-03-10 22:44:06.000 0.0 1384.0 1384.0 3.0 plasma-umass/scalene
144 142 vprof https://github.com/nvdv/vprof Visual profiler for Python. profiling 23 True nvdv/vprof https://github.com/nvdv/vprof BSD-2-Clause 2015-06-29 03:59:39.000 2021-02-20 07:50:28.000 2021-02-20 07:47:40.000 165.0 56.0 3728.0 2018-06-24 14:16:36.000 0.37.6 24.0 17.0 vprof 23.0 619.0 89.0 71.0 https://pypi.org/project/vprof 2020-02-29 13:31:59.000 18.0 1762.0 1762.0 3.0
145 143 rebound https://github.com/shobrook/rebound Command-line tool that instantly fetches Stack Overflow results when an exception is thrown. logging 23 True shobrook/rebound https://github.com/shobrook/rebound MIT 2017-05-29 17:11:25.872 2021-02-12 20:08:59.862 2021-01-04 03:14:37.000 328.0 38.0 3504.0 2021-02-12 16:01:26.000 3.16.0 164.0 16.0 conda-forge/rebound rebound 20.0 166.0 32.0 18.0 https://pypi.org/project/rebound 2021-02-12 16:01:26.000 14.0 725.0 3070.0 https://anaconda.org/conda-forge/rebound 2021-02-12 20:08:59.862 107687.0 3.0 160.0
146 144 pipx https://github.com/pipxproject/pipx Install and Run Python Applications in Isolated Environments. dependency-managers 23 True pipxproject/pipx https://github.com/pipxproject/pipx MIT 2018-10-06 18:47:46.000 2021-03-25 05:49:45.000 2021-03-25 05:49:45.000 150.0 299.0 3340.0 2021-02-26 02:43:19.000 0.16.1.0 41.0 53.0 pipx 66.0 430.0 4.0 https://pypi.org/project/pipx 2021-01-16 08:17:57.000 4.0 20558.0 20558.0 3.0
147 145 MonkeyType https://github.com/Instagram/MonkeyType A system for Python that generates static type annotations by collecting runtime types. refactoring 23 True Instagram/MonkeyType https://github.com/Instagram/MonkeyType BSD-3-Clause 2017-07-11 00:19:00.000 2021-03-08 18:14:34.000 2021-03-08 18:14:34.000 122.0 102.0 3304.0 2020-05-18 19:40:30.000 20.5.0 20.0 36.0 conda-forge/monkeytype monkeytype 31.0 270.0 148.0 114.0 https://pypi.org/project/monkeytype 2020-05-18 19:40:30.000 34.0 6714.0 7494.0 https://anaconda.org/conda-forge/monkeytype 2020-05-19 00:57:07.937 29668.0 2.0
148 146 alive-progress https://github.com/rsalmei/alive-progress A new kind of Progress Bar, with real time throughput, eta and very cool animations!. logging 23 True rsalmei/alive-progress https://github.com/rsalmei/alive-progress MIT 2019-08-05 05:54:30.000 2021-03-25 04:21:33.000 2021-01-08 01:36:09.000 74.0 41.0 2123.0 2021-01-08 01:37:28.000 1.6.2 19.0 1.0 conda-forge/alive-progress alive-progress 17.0 246.0 251.0 251.0 https://pypi.org/project/alive-progress 2021-01-08 01:37:28.000 0.0 4478.0 4967.0 https://anaconda.org/conda-forge/alive-progress 2021-01-08 03:33:35.990 6358.0 3.0
149 147 pytest-testinfra https://github.com/pytest-dev/pytest-testinfra Testinfra test your infrastructures. testing 23 True pytest-dev/pytest-testinfra https://github.com/pytest-dev/pytest-testinfra Apache-2.0 2015-03-15 20:49:52.000 2021-03-18 20:49:53.000 2021-03-18 20:43:49.000 273.0 195.0 1865.0 2021-03-18 20:45:49.000 6.2.0 3.0 102.0 pytest-testinfra 111.0 657.0 0.0 https://pypi.org/project/pytest-testinfra 2020-11-12 20:35:38.000 0.0 45539.0 45539.0 3.0 ['pytest']
150 148 Bowler https://github.com/facebookincubator/Bowler Safe code refactoring for modern Python. refactoring 23 True facebookincubator/Bowler https://github.com/facebookincubator/Bowler MIT 2018-06-07 21:44:17.000 2021-03-01 11:41:45.000 2021-02-21 23:09:11.000 85.0 34.0 1272.0 2020-09-17 01:55:39.000 0.9.0 8.0 26.0 conda-forge/bowler bowler 46.0 182.0 10.0 https://pypi.org/project/bowler 2020-09-17 01:55:39.000 10.0 29980.0 30303.0 https://anaconda.org/conda-forge/bowler 2019-06-12 18:37:14.246 9054.0 2.0
151 149 pyarmor https://github.com/dashingsoft/pyarmor A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts. security 23 False dashingsoft/pyarmor https://github.com/dashingsoft/pyarmor SGI-B-2.0 2017-08-26 04:11:53.000 2021-03-14 21:45:13.000 2021-03-14 21:45:07.000 119.0 463.0 888.0 2021-02-28 23:41:29.000 6.6.2 218.0 14.0 pyarmor 14.0 3068.0 180.0 170.0 https://pypi.org/project/pyarmor 2021-02-01 05:33:37.000 10.0 20057.0 20057.0 3.0 18.0
152 150 pdoc https://github.com/mitmproxy/pdoc API Documentation for Python Projects. documentation 23 True mitmproxy/pdoc https://github.com/mitmproxy/pdoc Unlicense 2013-08-04 21:12:50.000 2021-03-23 14:09:32.000 2021-03-23 14:09:32.000 101.0 147.0 863.0 2021-03-19 13:58:38.000 6.4.1 55.0 27.0 pdoc 3.0 581.0 293.0 https://pypi.org/project/pdoc 2021-03-19 13:58:38.000 288.0 11471.0 11471.0 3.0
153 151 redbaron https://github.com/PyCQA/redbaron Bottom-up approach to refactoring in python. refactoring 23 False pycqa/redbaron https://github.com/PyCQA/redbaron LGPL-3.0+ 2014-03-23 05:34:39.000 2020-12-13 18:51:56.000 2019-08-11 17:42:44.000 66.0 46.0 575.0 2019-03-17 19:03:54.000 0.9.2 15.0 34.0 redbaron 59.0 1669.0 433.0 261.0 https://pypi.org/project/redbaron 2019-03-17 18:59:01.000 172.0 11300.0 11300.0 2.0
154 152 pytest-testmon https://github.com/tarpas/pytest-testmon Selects tests affected by changed files. Continous test runner when used with pytest-watch. testing 23 True tarpas/pytest-testmon https://github.com/tarpas/pytest-testmon AGPL-3.0 2015-02-02 14:21:10.000 2021-03-19 13:51:30.000 2021-03-18 15:47:19.000 28.0 75.0 471.0 2021-03-19 13:52:22.000 1.1.0 33.0 16.0 conda-forge/pytest-testmon pytest-testmon 33.0 277.0 371.0 273.0 https://pypi.org/project/pytest-testmon 2020-08-05 14:56:03.000 98.0 24869.0 25628.0 https://anaconda.org/conda-forge/pytest-testmon 2019-08-03 00:17:17.063 28091.0 3.0 ['pytest']
155 153 pytest-randomly https://github.com/pytest-dev/pytest-randomly Pytest plugin to randomly order tests and control random.seed. testing 23 True pytest-dev/pytest-randomly https://github.com/pytest-dev/pytest-randomly MIT 2016-04-08 15:48:10.000 2021-03-22 18:41:11.000 2021-03-22 18:41:10.000 21.0 29.0 285.0 2020-11-16 10:02:15.000 3.5.0 20.0 15.0 pytest-randomly 7.0 214.0 https://pypi.org/project/pytest-randomly 2020-11-16 10:02:15.000 214.0 249541.0 249541.0 3.0
156 154 baron https://github.com/PyCQA/baron IDE allow you to refactor code, Baron allows you to write refactoring code. refactoring 23 False PyCQA/baron https://github.com/PyCQA/baron LGPL-3.0 2013-03-21 12:19:00.000 2021-01-31 10:24:10.000 2020-02-10 02:47:14.000 50.0 29.0 254.0 2019-02-25 23:55:38.000 0.8 19.0 31.0 baron 46.0 1489.0 255.0 143.0 https://pypi.org/project/baron 2019-02-01 15:17:04.000 112.0 11387.0 11387.0 2.0
157 155 docformatter https://github.com/myint/docformatter Formats docstrings to follow PEP 257. formatters 23 True myint/docformatter https://github.com/myint/docformatter MIT 2012-05-26 21:40:48.000 2021-02-24 19:10:00.000 2020-12-27 18:10:35.000 28.0 22.0 203.0 2019-11-10 16:23:03.000 1.3.1 48.0 15.0 docformatter 26.0 441.0 639.0 529.0 https://pypi.org/project/docformatter 2020-12-27 18:11:12.000 110.0 28003.0 28003.0 3.0
158 156 flake8-eradicate https://github.com/wemake-services/flake8-eradicate Flake8 plugin to find commented out or dead code. linters 23 True wemake-services/flake8-eradicate https://github.com/wemake-services/flake8-eradicate MIT 2018-09-21 06:58:51.000 2021-03-19 02:26:03.000 2021-03-19 02:26:02.000 6.0 24.0 184.0 2020-10-12 08:27:22.000 1.0.0 10.0 9.0 flake8-eradicate 2.0 285.0 72.0 https://pypi.org/project/flake8-eradicate 2020-10-12 08:26:40.000 72.0 74974.0 74974.0 3.0 ['flake8']
159 157 flake8-commas https://github.com/PyCQA/flake8-commas Flake8 extension for enforcing trailing commas in python. linters 23 False PyCQA/flake8-commas https://github.com/PyCQA/flake8-commas MIT 2015-12-16 09:25:13.000 2021-02-14 21:22:27.000 2019-06-17 12:14:38.000 19.0 25.0 120.0 2018-03-19 16:49:31.000 2.0.0 19.0 9.0 flake8-commas 5.0 165.0 1912.0 1362.0 https://pypi.org/project/flake8-commas 2018-03-19 16:49:31.000 550.0 118467.0 118467.0 3.0 ['flake8']
160 158 py2app https://github.com/ronaldoussoren/py2app py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins.. packaging 23 True ronaldoussoren/py2app https://github.com/ronaldoussoren/py2app MIT 2020-01-14 11:27:41.000 2021-01-23 10:48:57.000 2021-01-23 10:47:31.000 6.0 193.0 118.0 2020-09-16 09:18:09.000 0.22 38.0 24.0 py2app 142.0 595.0 5227.0 3585.0 https://pypi.org/project/py2app 2021-01-02 09:31:59.000 1642.0 9438.0 9438.0 2.0
161 159 asteval https://github.com/newville/asteval minimalistic evaluator of python expression using ast module. ast 23 True newville/asteval https://github.com/newville/asteval MIT 2012-03-31 22:10:33.000 2021-02-27 14:24:12.922 2021-02-26 19:39:34.000 27.0 42.0 117.0 2021-02-26 19:45:01.000 0.9.23 23.0 16.0 conda-forge/asteval asteval 4.0 381.0 744.0 506.0 https://pypi.org/project/asteval 2021-02-26 19:45:01.000 238.0 47794.0 50017.0 https://anaconda.org/conda-forge/asteval 2021-02-27 14:24:12.922 117868.0 3.0
162 160 xdoctest https://github.com/Erotemic/xdoctest A rewrite of Python's builtin doctest module (with pytest plugin integration) but without all the weirdness. testing 23 True Erotemic/xdoctest https://github.com/Erotemic/xdoctest Apache-2.0 2017-09-24 01:59:02.000 2021-03-24 23:30:27.000 2021-02-19 04:28:57.000 5.0 16.0 90.0 2021-01-29 16:18:48.000 0.15.4 56.0 5.0 xdoctest 16.0 585.0 883.0 831.0 https://pypi.org/project/xdoctest 2021-01-29 16:18:48.000 52.0 21214.0 21214.0 3.0 conda-forge/xdoctest
163 161 Bpytop https://github.com/aristocratos/bpytop Linux/OSX/FreeBSD resource monitor. profiling 22 True aristocratos/bpytop https://github.com/aristocratos/bpytop Apache-2.0 2020-07-01 17:41:25.000 2021-03-15 13:42:54.000 2021-02-21 13:51:39.000 221.0 179.0 5990.0 2021-02-21 13:51:43.000 1.0.63 48.0 27.0 bpytop 37.0 368.0 https://pypi.org/project/bpytop 2021-02-21 13:51:43.000 5621.0 5621.0 3.0
164 162 icecream https://github.com/gruns/icecream Never use print() to debug again. debugging 22 True gruns/icecream https://github.com/gruns/icecream MIT 2018-02-13 18:56:12.000 2021-03-10 20:39:27.000 2021-03-10 20:39:24.000 59.0 33.0 2375.0 2021-01-27 01:30:01.000 2.1.0 14.0 11.0 icecream 13.0 185.0 6.0 https://pypi.org/project/icecream 2021-01-27 01:30:01.000 6.0 11870.0 11870.0 3.0
165 163 dephell https://github.com/dephell/dephell Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build.. dependency-managers 22 True 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 21:31:39.000 97.0 161.0 1688.0 2020-04-28 06:31:17.000 .0.8.3 30.0 37.0 dephell 100.0 2145.0 8.0 https://pypi.org/project/dephell 2020-04-28 06:29:24.000 8.0 9841.0 9846.0 3.0 123.0
166 164 pyupgrade https://github.com/asottile/pyupgrade A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language. refactoring 22 True asottile/pyupgrade https://github.com/asottile/pyupgrade MIT 2017-02-28 17:50:31.000 2021-03-22 19:07:18.000 2021-03-22 19:07:17.000 59.0 152.0 886.0 2021-03-20 21:14:23.000 2.11.0 87.0 14.0 conda-forge/pyupgrade pyupgrade 21.0 617.0 10.0 https://pypi.org/project/pyupgrade 2021-03-20 21:14:23.000 10.0 38844.0 45728.0 https://anaconda.org/conda-forge/pyupgrade 2021-03-20 23:11:53.578 178989.0 3.0
167 165 pynsist https://github.com/takluyver/pynsist Build Windows installers for Python applications. packaging 22 True takluyver/pynsist https://github.com/takluyver/pynsist MIT 2014-03-30 19:11:21.000 2021-03-24 20:10:57.000 2021-03-24 20:10:53.000 95.0 126.0 684.0 2020-07-03 08:11:24.000 2.5.1 20.0 27.0 pynsist 23.0 536.0 88.0 https://pypi.org/project/pynsist 2020-11-05 21:10:48.000 88.0 1248.0 1248.0 3.0
168 166 cx_Freeze https://github.com/marcelotduarte/cx_Freeze Create standalone executables from Python scripts, with the same performance and is cross-platform. packaging 22 True marcelotduarte/cx_Freeze https://github.com/marcelotduarte/cx_Freeze PSF-2.0 2017-01-22 04:25:52.000 2021-03-24 17:19:21.000 2021-03-18 20:05:02.000 143.0 544.0 673.0 2021-01-24 10:58:47.000 6.5.3 15.0 88.0 conda-forge/cx_freeze cx_freeze 77.0 153.0 https://pypi.org/project/cx_freeze 2017-12-16 18:09:35.000 153.0 16511.0 18671.0 https://anaconda.org/conda-forge/cx_freeze 2021-02-21 18:55:46.284 56161.0 3.0
169 167 python-hunter https://github.com/ionelmc/python-hunter Hunter is a flexible code tracing toolkit. debugging 22 True ionelmc/python-hunter https://github.com/ionelmc/python-hunter BSD-2-Clause 2015-03-16 18:03:16.000 2021-03-25 13:32:58.000 2021-03-24 14:13:32.000 28.0 46.0 601.0 2020-10-24 15:25:27.000 3.3.1 41.0 8.0 hunter 34.0 917.0 91.0 57.0 https://pypi.org/project/hunter 2020-10-24 15:25:27.000 34.0 5086.0 5086.0 3.0
170 168 flake8-comprehensions https://github.com/adamchainz/flake8-comprehensions A flake8 plugin to help you write better list/set/dict comprehensions. linters 22 True adamchainz/flake8-comprehensions https://github.com/adamchainz/flake8-comprehensions MIT 2016-04-05 12:15:56.000 2021-03-22 18:41:08.000 2021-03-22 18:41:08.000 13.0 30.0 255.0 2021-03-18 11:33:43.000 3.4.0 26.0 10.0 conda-forge/flake8-comprehensions flake8-comprehensions 7.0 714.0 https://pypi.org/project/flake8-comprehensions 2021-03-18 11:33:43.000 714.0 202841.0 208520.0 https://anaconda.org/conda-forge/flake8-comprehensions 2021-03-18 22:09:48.074 295358.0 3.0 ['flake8']
171 169 interrogate https://github.com/econchick/interrogate Explain yourself! Interrogate a codebase for docstring coverage. documentation 22 True econchick/interrogate https://github.com/econchick/interrogate MIT 2020-04-24 02:33:25.000 2021-03-22 07:11:19.000 2020-11-03 22:08:37.000 17.0 16.0 247.0 2020-11-03 22:11:18.000 1.3.2 12.0 8.0 interrogate 11.0 122.0 433.0 433.0 https://pypi.org/project/interrogate 2020-11-03 22:11:18.000 0.0 19100.0 19100.0 3.0
172 170 releases https://github.com/bitprophet/releases A powerful Sphinx changelog-generating extension. documentation 22 False bitprophet/releases https://github.com/bitprophet/releases BSD-2-Clause 2013-09-16 03:56:37.000 2020-01-30 01:07:19.000 2020-01-26 03:27:03.000 38.0 42.0 154.0 2020-01-11 00:29:49.000 1.6.3 32.0 10.0 releases 30.0 520.0 1038.0 332.0 https://pypi.org/project/releases 2020-01-11 00:29:49.000 706.0 4180.0 4180.0 3.0 ['sphinx']
173 171 dodgy https://github.com/landscapeio/dodgy Looks at Python code to search for things which look dodgy such as passwords or diffs. security 22 True landscapeio/dodgy https://github.com/landscapeio/dodgy MIT 2013-12-25 12:22:20.000 2021-03-21 11:36:52.000 2021-03-21 11:36:52.000 16.0 3.0 88.0 2019-12-31 16:44:58.000 0.2.1 10.0 14.0 conda-forge/dodgy dodgy 8.0 70.0 1799.0 1275.0 https://pypi.org/project/dodgy 2019-12-31 16:44:58.000 524.0 65513.0 65915.0 https://anaconda.org/conda-forge/dodgy 2020-06-10 17:10:06.579 22157.0 3.0
174 172 memory_profiler https://github.com/fabianp/memory_profiler Monitor Memory usage of Python code. profiling 22 False fabianp/memory_profiler https://github.com/fabianp/memory_profiler BSD-3-Clause 2016-05-26 17:45:08.632 2020-10-20 18:00:58.207 2018-06-28 13:35:12.000 11.0 60.0 2018-08-16 03:16:49.000 0.54.0 52.0 61.0 conda-forge/memory_profiler memory_profiler 500.0 534.0 https://pypi.org/project/memory_profiler 2018-08-16 03:16:49.000 534.0 120611.0 122511.0 https://anaconda.org/conda-forge/memory_profiler 2020-10-20 18:00:58.207 110225.0 3.0
175 173 pyt https://github.com/python-security/pyt A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications. security 21 True 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 21:43:06.000 224.0 75.0 2027.0 2018-11-01 16:02:57.000 0.42 15.0 22.0 python-taint 19.0 1576.0 63.0 41.0 https://pypi.org/project/python-taint 2018-11-01 16:02:04.000 22.0 806.0 808.0 3.0 59.0
176 174 sixpack https://github.com/sixpack/sixpack Sixpack is a language-agnostic a/b-testing framework. testing 21 True sixpack/sixpack https://github.com/sixpack/sixpack BSD-2-Clause 2012-11-15 00:01:06.000 2021-01-21 06:05:38.000 2020-08-26 00:32:16.000 185.0 125.0 1679.0 2017-11-22 14:27:35.000 2.7.0 37.0 56.0 sixpack 88.0 828.0 12.0 8.0 https://pypi.org/project/sixpack 2017-11-22 14:27:35.000 4.0 148.0 148.0 3.0
177 175 pyannotate https://github.com/dropbox/pyannotate Auto-generate PEP-484 annotations. refactoring 21 True dropbox/pyannotate https://github.com/dropbox/pyannotate Apache-2.0 2017-11-13 20:18:08.000 2021-03-25 08:29:58.000 2021-03-19 18:13:03.000 45.0 33.0 1184.0 2019-09-16 15:37:03.000 1.2.0 9.0 16.0 pyannotate 25.0 94.0 83.0 57.0 https://pypi.org/project/pyannotate 2019-09-16 15:37:03.000 26.0 1451.0 1451.0 3.0
178 176 shiv https://github.com/linkedin/shiv shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all.. packaging 21 True linkedin/shiv https://github.com/linkedin/shiv BSD-2-Clause 2018-03-13 18:46:23.000 2021-03-15 22:46:50.000 2021-03-15 22:46:50.000 64.0 55.0 1157.0 2020-10-19 03:49:16.000 0.4.0 53.0 30.0 shiv 26.0 10.0 https://pypi.org/project/shiv 2020-10-19 03:49:16.000 10.0 2062.0 2067.0 3.0 119.0
179 177 pycco https://github.com/pycco-docs/pycco Literate-style documentation generator. documentation 21 False pycco-docs/pycco https://github.com/pycco-docs/pycco MIT 2010-06-29 07:02:31.000 2019-12-20 19:59:53.000 2019-12-20 19:59:49.000 129.0 28.0 740.0 2018-07-25 01:42:48.000 0.6.0 11.0 36.0 pycco 26.0 222.0 437.0 213.0 https://pypi.org/project/pycco 2018-07-25 01:42:48.000 224.0 857.0 857.0 3.0
180 178 python-manhole https://github.com/ionelmc/python-manhole Debugging manhole for python applications. debugging 21 True ionelmc/python-manhole https://github.com/ionelmc/python-manhole BSD-2-Clause 2013-06-26 21:49:34.000 2021-03-22 21:29:03.000 2021-03-22 21:28:37.000 15.0 15.0 307.0 2021-03-24 19:56:29.000 1.7.0 21.0 10.0 manhole 5.0 477.0 131.0 65.0 https://pypi.org/project/manhole 2021-03-22 21:28:54.000 66.0 5399.0 5399.0 3.0 2.0
181 179 data-science-types https://github.com/predictive-analytics-lab/data-science-types Mypy stubs, i.e., type information, for numpy, pandas and matplotlib. linters 21 True predictive-analytics-lab/data-science-types https://github.com/predictive-analytics-lab/data-science-types Apache-2.0 2019-09-20 11:45:49.000 2021-02-16 17:29:01.000 2021-02-16 17:29:00.000 59.0 23.0 180.0 2021-02-16 16:47:31.000 0.2.23 26.0 44.0 data-science-types 39.0 446.0 0.0 https://pypi.org/project/data-science-types 2021-02-16 16:45:03.000 0.0 8925.0 8925.0 3.0
182 180 flake8-builtins https://github.com/gforcada/flake8-builtins Check for python builtins being used as variables or parameters. linters 21 True gforcada/flake8-builtins https://github.com/gforcada/flake8-builtins GPL-2.0 2016-03-02 00:26:51.000 2020-10-26 15:39:53.000 2020-08-11 08:34:28.000 15.0 30.0 59.0 2020-05-14 10:45:01.000 1.5.3 23.0 13.0 conda-forge/flake8-builtins flake8-builtins 2.0 209.0 2247.0 1735.0 https://pypi.org/project/flake8-builtins 2020-05-14 10:45:01.000 512.0 139971.0 142052.0 https://anaconda.org/conda-forge/flake8-builtins 2020-05-18 15:22:26.836 108223.0 3.0 ['flake8']
183 181 pylint-flask https://github.com/jschaf/pylint-flask A Pylint plugin to analyze Flask applications. linters 21 True jschaf/pylint-flask https://github.com/jschaf/pylint-flask GPL-2.0 2015-06-27 20:11:12.000 2021-03-10 19:35:23.000 2021-03-10 19:35:23.000 9.0 5.0 56.0 5.0 7.0 conda-forge/pylint-flask pylint-flask 4.0 40.0 5350.0 4644.0 https://pypi.org/project/pylint-flask 2019-01-30 19:26:02.000 706.0 71002.0 71837.0 https://anaconda.org/conda-forge/pylint-flask 2019-02-02 18:28:49.934 45926.0 3.0 ['pylint']
184 182 Profiling https://github.com/what-studio/profiling Was an interactive continuous Python profiler. profiling 20 True what-studio/profiling https://github.com/what-studio/profiling BSD-3-Clause 2014-09-03 10:35:57.000 2020-08-24 01:31:58.000 2020-08-24 01:31:58.000 114.0 20.0 2995.0 2017-06-28 06:10:16.000 0.1.3 3.0 18.0 profiling 15.0 433.0 37.0 32.0 https://pypi.org/project/profiling 2017-06-28 06:10:16.000 5.0 1915.0 1915.0 3.0
185 183 xar https://github.com/facebookincubator/xar executable archive format. packaging 20 True facebookincubator/xar https://github.com/facebookincubator/xar BSD-3-Clause 2017-06-29 18:15:26.000 2021-03-16 06:01:26.000 2021-03-16 06:01:22.000 45.0 21.0 1434.0 2020-12-02 20:41:20.000 20.12.2 3.0 21.0 xar 8.0 59.0 13.0 13.0 https://pypi.org/project/xar 2020-12-02 20:41:20.000 98.0 98.0 3.0
186 184 portray https://github.com/timothycrosley/portray Your Project with Great Documentation. documentation 20 True timothycrosley/portray https://github.com/timothycrosley/portray MIT 2019-08-21 05:14:04.000 2021-02-24 07:41:24.000 2021-02-24 07:41:24.000 55.0 28.0 727.0 2021-02-17 06:44:47.000 1.5.2 26.0 15.0 portray 19.0 218.0 8.0 https://pypi.org/project/portray 2021-02-17 06:44:47.000 8.0 2487.0 2487.0 3.0
187 185 snoop https://github.com/alexmojaki/snoop A powerful set of Python debugging tools, based on PySnooper. debugging 20 True alexmojaki/snoop https://github.com/alexmojaki/snoop MIT 2019-05-13 18:45:35.000 2021-03-15 16:17:55.000 2021-03-13 11:15:10.000 18.0 15.0 468.0 2020-08-25 21:31:27.000 0.2.5 9.0 19.0 snoop 11.0 382.0 37.0 29.0 https://pypi.org/project/snoop 2020-08-25 21:31:27.000 8.0 8648.0 8648.0 3.0
188 186 mkdocstrings https://github.com/mkdocstrings/mkdocstrings Automatic documentation from sources, for MkDocs. documentation 20 True pawamoy/mkdocstrings https://github.com/mkdocstrings/mkdocstrings ISC 2019-12-09 18:09:09.000 2021-03-23 18:08:05.000 2021-03-23 18:07:47.000 35.0 116.0 317.0 2021-01-06 21:43:56.000 0.14.0 35.0 18.0 mkdocstrings 46.0 404.0 0.0 https://pypi.org/project/mkdocstrings 2021-02-28 12:08:07.000 0.0 15634.0 15634.0 3.0 ['mkdocs'] mkdocstrings/mkdocstrings
189 187 dlint https://github.com/dlint-py/dlint Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure. security 20 True dlint-py/dlint https://github.com/dlint-py/dlint BSD-3-Clause 2020-01-08 15:53:36.000 2020-12-08 17:21:33.000 2020-12-08 17:21:32.000 13.0 12.0 315.0 2020-10-30 20:40:39.000 0.11.0 13.0 7.0 dlint 20.0 201.0 18.0 https://pypi.org/project/dlint 2020-10-30 20:40:39.000 18.0 10515.0 10515.0 3.0
190 188 assertpy https://github.com/ActivisionGameScience/assertpy Simple assertion library for unit testing in python with a fluent API. testing 20 False 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 17:50:10.000 47.0 248.0 13.0 10.0 conda-forge/assertpy assertpy 279.0 124.0 https://pypi.org/project/assertpy 2020-07-19 14:39:02.000 124.0 37178.0 37441.0 https://anaconda.org/conda-forge/assertpy 2020-07-19 15:23:26.710 10527.0 3.0
191 189 flakehell https://github.com/life4/flakehell Flake8 wrapper to make it nice, legacy-friendly, configurable. linters 20 True 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 21:35:40.000 32.0 217.0 2021-01-11 18:40:32.000 0.9.0 28.0 15.0 flakehell 4.0 368.0 0.0 https://pypi.org/project/flakehell 2021-01-11 18:40:32.000 0.0 11793.0 11796.0 3.0 ['flake8'] 50.0
192 190 xenon https://github.com/rubik/xenon Monitoring tool based on radon. code-metrics 20 True rubik/xenon https://github.com/rubik/xenon MIT 2014-02-14 14:19:20.000 2020-09-16 11:20:09.000 2020-09-16 11:20:01.000 14.0 23.0 183.0 2020-09-16 09:47:41.000 0.7.1 17.0 7.0 conda-forge/xenon xenon 6.0 100.0 316.0 192.0 https://pypi.org/project/xenon 2020-09-16 09:47:41.000 124.0 21565.0 21821.0 https://anaconda.org/conda-forge/xenon 2019-10-12 20:39:43.883 10496.0 3.0
193 191 pytest-lazy-fixture https://github.com/TvoroG/pytest-lazy-fixture It helps to use fixtures in pytest.mark.parametrize. testing 20 False tvorog/pytest-lazy-fixture https://github.com/TvoroG/pytest-lazy-fixture MIT 2016-09-29 23:52:48.000 2020-02-01 18:49:47.818 2020-02-01 17:56:35.000 11.0 19.0 179.0 2020-02-01 18:04:00.000 0.6.3 12.0 7.0 conda-forge/pytest-lazy-fixture pytest-lazy-fixture 12.0 92.0 336.0 274.0 https://pypi.org/project/pytest-lazy-fixture 2020-02-01 18:04:00.000 62.0 49743.0 54750.0 https://anaconda.org/conda-forge/pytest-lazy-fixture 2020-02-01 18:49:47.818 235357.0 3.0 ['pytest']
194 192 mkdocs-pdf-export-plugin https://github.com/zhaoterryy/mkdocs-pdf-export-plugin An MkDocs plugin to export content pages as PDF files. documentation 20 True zhaoterryy/mkdocs-pdf-export-plugin https://github.com/zhaoterryy/mkdocs-pdf-export-plugin MIT 2018-02-20 15:06:51.000 2021-03-20 00:00:48.000 2020-07-23 01:35:13.000 27.0 43.0 174.0 2020-07-23 01:35:39.000 0.5.8 22.0 9.0 mkdocs-pdf-export-plugin 29.0 68.0 118.0 114.0 https://pypi.org/project/mkdocs-pdf-export-plugin 2020-07-23 01:35:04.000 4.0 5088.0 5088.0 3.0 ['mkdocs']
195 193 add-trailing-comma https://github.com/asottile/add-trailing-comma A tool (and pre-commit hook) to automatically add trailing commas to calls and literals. refactoring 20 True asottile/add-trailing-comma https://github.com/asottile/add-trailing-comma MIT 2017-07-10 00:55:50.000 2021-03-22 19:10:40.000 2021-03-22 19:10:39.000 12.0 31.0 168.0 2021-01-24 18:14:07.000 2.1.0 30.0 9.0 add-trailing-comma 1.0 224.0 14.0 https://pypi.org/project/add-trailing-comma 2021-01-24 18:14:07.000 14.0 3236.0 3236.0 3.0
196 194 mkdocs-awesome-pages-plugin https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin An MkDocs plugin that simplifies configuring page titles and their order. documentation 20 True lukasgeiter/mkdocs-awesome-pages-plugin https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin MIT 2018-02-06 21:09:24.000 2021-03-19 22:08:18.000 2020-12-22 01:43:41.000 17.0 32.0 137.0 2020-12-22 02:04:30.000 2.5.0 16.0 2.0 mkdocs-awesome-pages-plugin 5.0 53.0 396.0 306.0 https://pypi.org/project/mkdocs-awesome-pages-plugin 2020-12-22 01:59:58.000 90.0 12055.0 12055.0 3.0 ['mkdocs']
197 195 eradicate https://github.com/myint/eradicate Removes commented-out code from Python files. refactoring 20 False myint/eradicate https://github.com/myint/eradicate Saxpath 2012-12-23 04:39:48.000 2020-10-06 12:45:07.000 2020-10-01 09:23:01.000 18.0 13.0 113.0 2020-10-01 09:33:03.000 2.0.0 16.0 7.0 eradicate 4.0 164.0 156.0 https://pypi.org/project/eradicate 2020-10-01 09:33:03.000 156.0 87568.0 87568.0 3.0
198 196 flake8-black https://github.com/peterjc/flake8-black flake8 plugin to run black for checking Python coding style. linters 20 True peterjc/flake8-black https://github.com/peterjc/flake8-black MIT 2019-01-10 14:40:26.000 2020-07-25 16:32:38.063 2020-07-25 16:06:31.000 7.0 13.0 82.0 2020-07-25 16:07:56.000 0.2.1 9.0 4.0 conda-forge/flake8-black flake8-black 4.0 85.0 673.0 637.0 https://pypi.org/project/flake8-black 2020-07-25 16:07:56.000 36.0 69432.0 73363.0 https://anaconda.org/conda-forge/flake8-black 2020-07-25 16:32:38.063 82570.0 3.0 ['flake8']
199 197 pyrasite https://github.com/lmacken/pyrasite Inject code into running Python processes. debugging 19 False lmacken/pyrasite https://github.com/lmacken/pyrasite GPL-3.0 2011-09-10 06:01:20.000 2020-12-24 21:02:34.000 2017-03-13 17:42:17.000 186.0 14.0 2534.0 13.0 20.0 pyrasite 37.0 274.0 34.0 28.0 https://pypi.org/project/pyrasite 2012-05-09 19:11:33.000 6.0 6609.0 6609.0 3.0
200 198 PrettyErrors https://github.com/onelivesleft/PrettyErrors Prettify Python exception output to make it legible. logging 19 True onelivesleft/PrettyErrors https://github.com/onelivesleft/PrettyErrors MIT 2018-11-15 16:02:27.000 2021-01-05 04:22:45.000 2020-12-27 21:49:39.000 63.0 26.0 2015.0 2020-11-24 01:10:26.000 1.2.19 42.0 4.0 pretty_errors 2.0 119.0 0.0 https://pypi.org/project/pretty_errors 2020-11-24 01:10:26.000 0.0 6997.0 6997.0 3.0
201 199 pyflow https://github.com/David-OConnor/pyflow An installation and dependency system for Python. dependency-managers 19 True David-OConnor/pyflow https://github.com/David-OConnor/pyflow MIT 2019-07-15 09:40:29.000 2021-02-21 11:35:08.000 2021-02-21 11:35:02.000 26.0 40.0 708.0 2020-11-21 15:18:30.000 0.2.9 23.0 21.0 pyflow 42.0 275.0 https://pypi.org/project/pyflow 2020-11-21 15:18:30.000 78.0 228.0 3.0 2853.0
202 200 wily https://github.com/tonybaloney/wily A Python application for tracking, reporting on timing and complexity in Python code. code-metrics 19 True tonybaloney/wily https://github.com/tonybaloney/wily Apache-2.0 2018-10-11 22:12:25.000 2021-03-02 01:26:07.000 2021-03-02 01:26:07.000 40.0 48.0 686.0 2020-09-02 06:33:11.000 1.19.0 45.0 15.0 wily 28.0 688.0 8.0 https://pypi.org/project/wily 2020-09-02 06:33:11.000 8.0 2659.0 2659.0 3.0
203 201 vex https://github.com/sashahart/vex Run a command in the named virtualenv. virtual-envs 19 False sashahart/vex https://github.com/sashahart/vex MIT 2014-05-09 03:20:02.000 2021-01-19 19:03:16.000 2019-05-10 19:18:48.000 23.0 38.0 369.0 2019-05-10 19:21:38.000 0.0.19 18.0 3.0 vex 2.0 200.0 36.0 20.0 https://pypi.org/project/vex 2019-05-10 19:21:38.000 16.0 413.0 413.0 3.0
204 202 constructor https://github.com/conda/constructor tool for creating installers from conda packages. packaging 19 True conda/constructor https://github.com/conda/constructor BSD-3-Clause 2016-02-12 06:52:50.000 2021-03-24 21:34:34.000 2021-03-24 21:31:21.000 119.0 192.0 298.0 2020-11-15 09:12:52.000 3.2.0 36.0 45.0 constructor 35.0 941.0 9.0 9.0 70.0 https://anaconda.org/anaconda/constructor 2021-03-20 16:54:39.615 3639.0 3.0 219.0
205 203 blacken-docs https://github.com/asottile/blacken-docs Run `black` on python code blocks in documentation files. documentation 19 True asottile/blacken-docs https://github.com/asottile/blacken-docs MIT 2018-06-03 02:48:01.000 2021-03-22 19:09:22.000 2021-03-22 19:09:21.000 17.0 24.0 184.0 2021-03-02 02:05:09.000 1.10.0 19.0 12.0 conda-forge/blacken-docs blacken-docs 3.0 142.0 22.0 https://pypi.org/project/blacken-docs 2021-03-02 02:05:09.000 22.0 2191.0 4062.0 https://anaconda.org/conda-forge/blacken-docs 2021-03-02 04:02:19.005 14975.0 3.0
206 204 pytest-datadir https://github.com/gabrielcnr/pytest-datadir pytest plugin for manipulating test data directories and files. testing 19 False gabrielcnr/pytest-datadir https://github.com/gabrielcnr/pytest-datadir MIT 2015-07-02 21:41:44.000 2020-11-22 23:34:25.000 2019-10-22 13:19:39.000 17.0 11.0 135.0 2019-10-22 13:04:22.000 1.3.1 9.0 7.0 conda-forge/pytest-datadir pytest-datadir 3.0 71.0 388.0 310.0 https://pypi.org/project/pytest-datadir 2019-10-22 13:04:22.000 78.0 43893.0 45187.0 https://anaconda.org/conda-forge/pytest-datadir 2019-10-23 16:32:51.374 68634.0 3.0 ['pytest']
207 205 flake8-mypy https://github.com/ambv/flake8-mypy A plugin for flake8 integrating Mypy. linters 19 True 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 16:51:00.000 15.0 3.0 105.0 2017-08-31 23:17:01.000 17.8.0 6.0 8.0 flake8-mypy 19.0 50.0 846.0 648.0 https://pypi.org/project/flake8-mypy 2017-08-31 23:17:01.000 198.0 21425.0 21425.0 3.0 ['flake8']
208 206 flake8-bandit https://github.com/tylerwince/flake8-bandit Automated security testing using bandit and flake8. linters 19 True tylerwince/flake8-bandit https://github.com/tylerwince/flake8-bandit MIT 2017-10-28 23:19:09.000 2020-12-29 20:50:06.000 2020-08-29 05:51:08.000 14.0 7.0 57.0 2019-10-08 03:58:31.000 2.1.2 11.0 5.0 flake8-bandit 3.0 44.0 156.0 https://pypi.org/project/flake8-bandit 2019-10-08 03:58:31.000 156.0 70488.0 70488.0 3.0 ['flake8']
209 207 unify https://github.com/myint/unify Modifies strings to all use the same quote where possible. refactoring 19 False myint/unify https://github.com/myint/unify MIT 2013-03-24 18:02:19.000 2020-11-05 16:46:00.000 2019-08-07 13:44:00.000 11.0 3.0 53.0 2013-06-22 15:34:37.000 0.1.5 10.0 5.0 unify 6.0 69.0 266.0 212.0 https://pypi.org/project/unify 2019-08-07 13:46:09.000 54.0 18878.0 18878.0 3.0
210 208 mkdocs-with-pdf https://github.com/orzih/mkdocs-with-pdf Generate a single PDF file from MkDocs repository. documentation 19 False orzih/mkdocs-with-pdf https://github.com/orzih/mkdocs-with-pdf MIT 2020-02-23 16:34:46.000 2021-03-20 10:07:35.000 2021-03-20 10:04:30.000 7.0 27.0 41.0 2021-01-11 02:43:17.000 0.8.3 24.0 5.0 mkdocs-with-pdf 11.0 165.0 13.0 13.0 https://pypi.org/project/mkdocs-with-pdf 2021-01-11 02:26:16.000 1192.0 1192.0 3.0 ['mkdocs']
211 209 pyenv-virtualenv https://github.com/pyenv/pyenv-virtualenv a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). virtual-envs 18 False pyenv/pyenv-virtualenv https://github.com/pyenv/pyenv-virtualenv MIT 2013-02-18 12:59:17.000 2021-03-11 22:22:37.000 2019-02-13 15:27:07.000 280.0 170.0 4182.0 2019-02-14 00:27:42.000 1.1.5 7.0 41.0 125.0 463.0 3.0
212 210 Birdseye https://github.com/alexmojaki/birdseye Graphical Python debugger which lets you easily view the values of all evaluated expressions. debugging 18 True alexmojaki/birdseye https://github.com/alexmojaki/birdseye MIT 2017-07-22 18:49:20.000 2021-03-23 09:00:54.000 2021-03-23 08:55:17.000 70.0 31.0 1373.0 2020-08-25 21:49:38.000 0.8.4 35.0 9.0 birdseye 17.0 396.0 0.0 https://pypi.org/project/birdseye 2020-08-25 21:49:38.000 0.0 592.0 592.0 3.0 -2.0
213 211 pyheat https://github.com/csurfer/pyheat pprofile + matplotlib = Python program profiled as an awesome heatmap!. profiling 18 False csurfer/pyheat https://github.com/csurfer/pyheat MIT 2017-02-04 22:56:02.000 2021-01-08 21:28:29.000 2018-12-06 03:53:03.000 27.0 8.0 491.0 2018-12-06 03:59:34.000 0.0.6 6.0 4.0 py-heat 3.0 51.0 32.0 27.0 https://pypi.org/project/py-heat 2018-12-06 03:59:34.000 5.0 397.0 397.0 3.0
214 212 Fixit https://github.com/Instagram/Fixit Fixit is a Python Lint Framework based on LibCST. It comes with useful default lint rules for coding convention,.. linters 18 True Instagram/Fixit https://github.com/Instagram/Fixit MIT 2020-02-20 19:09:01.000 2021-03-15 21:41:07.000 2021-03-04 21:20:22.000 31.0 19.0 222.0 2020-12-11 01:56:10.000 0.1.3 5.0 22.0 fixit 21.0 147.0 2.0 2.0 https://pypi.org/project/fixit 2020-12-11 01:53:21.000 0.0 590.0 590.0 3.0
215 213 imhotep https://github.com/justinabrahms/imhotep A static-analysis bot for Github. linters 18 False justinabrahms/imhotep https://github.com/justinabrahms/imhotep MIT 2012-12-17 01:26:32.000 2021-02-28 21:53:35.000 2017-12-09 20:00:47.000 37.0 23.0 214.0 2016-09-18 21:57:32.000 1.1.0 9.0 15.0 imhotep 23.0 356.0 11.0 7.0 https://pypi.org/project/imhotep 2016-09-18 21:57:32.000 4.0 58.0 58.0 3.0
216 214 pytest-docker https://github.com/avast/pytest-docker Docker-based integration tests. testing 18 True avast/pytest-docker https://github.com/avast/pytest-docker MIT 2017-03-07 04:51:13.000 2020-11-12 15:11:07.000 2020-09-22 09:13:51.000 32.0 13.0 195.0 2020-09-22 09:28:03.000 0.10.1 13.0 9.0 pytest-docker 16.0 56.0 28.0 https://pypi.org/project/pytest-docker 2020-09-22 09:28:03.000 28.0 7930.0 7934.0 3.0 ['pytest'] 66.0
217 215 pynt https://github.com/rags/pynt A pynt of Python build. build-tools 18 False rags/pynt https://github.com/rags/pynt MIT 2012-11-17 13:12:49.000 2020-04-13 11:49:33.000 2019-10-04 19:05:46.000 18.0 13.0 150.0 2018-06-24 06:23:48.000 0.8.2 7.0 9.0 pynt 5.0 128.0 123.0 69.0 https://pypi.org/project/pynt 2018-06-24 06:23:48.000 54.0 7268.0 7268.0 3.0
218 216 unimport https://github.com/unimport/unimport A linter, formatter for finding and removing unused import statements. refactoring 18 True hakancelik96/unimport https://github.com/unimport/unimport MIT 2019-09-08 09:49:24.000 2021-03-10 16:35:19.000 2021-03-10 16:35:15.000 16.0 62.0 96.0 2021-03-10 16:31:53.000 0.8.3 29.0 11.0 unimport 7.0 378.0 5.0 5.0 https://pypi.org/project/unimport 2021-03-10 16:31:53.000 1193.0 1193.0 3.0 unimport/unimport
219 217 sphinx-markdown-builder https://github.com/clayrisser/sphinx-markdown-builder sphinx builder that outputs markdown files. documentation 18 True codejamninja/sphinx-markdown-builder https://github.com/clayrisser/sphinx-markdown-builder MIT 2018-11-11 00:07:58.000 2020-10-07 04:18:38.000 2020-10-07 04:18:32.000 26.0 16.0 95.0 2019-12-23 17:05:52.000 0.5.4 22.0 16.0 sphinx-markdown-builder 17.0 99.0 170.0 128.0 https://pypi.org/project/sphinx-markdown-builder 2019-12-23 17:05:52.000 42.0 6837.0 6837.0 3.0 ['sphinx'] clayrisser/sphinx-markdown-builder
220 218 pandas-vet https://github.com/deppen8/pandas-vet A plugin for Flake8 that checks pandas code. linters 18 True deppen8/pandas-vet https://github.com/deppen8/pandas-vet MIT 2019-02-25 05:19:51.000 2021-03-03 04:44:57.000 2021-03-03 04:44:57.000 14.0 28.0 92.0 2020-02-01 05:12:09.000 0.2.2 6.0 10.0 conda-forge/pandas-vet pandas-vet 21.0 179.0 36.0 36.0 https://pypi.org/project/pandas-vet 2020-02-01 05:12:09.000 0.0 1499.0 1759.0 https://anaconda.org/conda-forge/pandas-vet 2020-02-01 05:31:32.445 5967.0 3.0 ['flake8'] 31.0
221 219 mkdocs-versioning https://github.com/zayd62/mkdocs-versioning A tool that allows for versioning sites built with mkdocs. documentation 18 False zayd62/mkdocs-versioning https://github.com/zayd62/mkdocs-versioning MIT 2019-07-20 18:09:56.000 2021-03-20 01:19:32.000 2021-02-11 10:22:58.000 6.0 22.0 40.0 2021-02-11 10:24:35.000 0.4.0 6.0 5.0 mkdocs-versioning 3.0 132.0 14.0 14.0 https://pypi.org/project/mkdocs-versioning 2021-02-11 10:24:35.000 1268.0 1268.0 3.0 ['mkdocs']
222 220 mkdocs-git-revision-date-plugin https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin MkDocs plugin for setting revision date from git per markdown file. documentation 18 False zhaoterryy/mkdocs-git-revision-date-plugin https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin MIT 2018-12-03 04:29:33.000 2020-10-16 02:02:54.000 2020-10-16 01:58:36.000 5.0 9.0 31.0 2020-10-16 02:02:42.000 0.3.1 8.0 6.0 mkdocs-git-revision-date-plugin 2.0 24.0 187.0 169.0 https://pypi.org/project/mkdocs-git-revision-date-plugin 2020-10-16 02:02:18.000 18.0 3165.0 3165.0 3.0 ['mkdocs']
223 221 fake2db https://github.com/emirozer/fake2db create custom test databases that are populated with fake data. testing 17 False emirozer/fake2db https://github.com/emirozer/fake2db GPL-2.0 2014-02-18 19:14:28.000 2019-11-25 09:19:01.000 2019-11-25 09:19:00.000 111.0 15.0 2057.0 2019-03-09 13:53:12.000 1.0.0 20.0 18.0 fake2db 6.0 242.0 14.0 13.0 https://pypi.org/project/fake2db 2018-02-09 15:43:23.000 1.0 111.0 111.0 3.0
224 222 bellybutton https://github.com/hchasestevens/bellybutton Custom Python linting through AST expressions. linters 17 True hchasestevens/bellybutton https://github.com/hchasestevens/bellybutton MIT 2018-02-17 06:31:44.000 2020-11-27 21:20:22.000 2020-11-27 21:18:44.000 7.0 6.0 196.0 2020-11-27 21:20:22.000 0.3.1 11.0 4.0 bellybutton 7.0 32.0 4.0 4.0 https://pypi.org/project/bellybutton 2020-11-27 21:20:22.000 0.0 2491.0 2491.0 3.0
225 223 nitpick https://github.com/andreoliwa/nitpick Enforce the same settings across multiple language-independent projects. linters 17 True andreoliwa/nitpick https://github.com/andreoliwa/nitpick MIT 2018-03-23 14:25:24.000 2021-03-24 20:05:54.000 2021-03-24 20:05:36.000 9.0 49.0 138.0 2021-03-16 21:47:14.000 0.26.0 42.0 8.0 nitpick 29.0 486.0 0.0 https://pypi.org/project/nitpick 2021-03-16 21:47:11.000 0.0 3851.0 3851.0 3.0 ['flake8'] 3.0
226 224 retype https://github.com/ambv/retype Re-apply type annotations from .pyi stubs to your codebase. refactoring 17 True ambv/retype https://github.com/ambv/retype MIT 2017-03-11 07:54:58.000 2021-03-20 11:14:16.000 2021-03-20 11:14:12.000 14.0 3.0 94.0 2020-10-11 09:46:06.000 20.10.0 8.0 7.0 conda-forge/retype retype 9.0 93.0 34.0 https://pypi.org/project/retype 2020-10-11 09:46:06.000 34.0 536.0 859.0 https://anaconda.org/conda-forge/retype 2020-10-11 13:24:37.859 12307.0 3.0
227 225 massedit https://github.com/elmotec/massedit Programmatically edit text files with Python. Useful for source to source transformations. refactoring 17 True elmotec/massedit https://github.com/elmotec/massedit MIT 2012-03-11 16:18:30.000 2020-12-23 02:17:37.000 2020-12-23 02:11:17.000 13.0 5.0 87.0 2020-12-23 02:19:02.000 0.69.1 15.0 6.0 massedit 3.0 178.0 10.0 https://pypi.org/project/massedit 2020-12-23 02:12:33.000 10.0 555.0 555.0 3.0 15.0
228 226 pyformat https://github.com/myint/pyformat Formats Python code to follow a consistent style. formatters 17 False myint/pyformat https://github.com/myint/pyformat Saxpath 2013-03-24 21:45:30.000 2019-12-07 19:55:59.000 2019-05-24 17:17:56.000 4.0 3.0 83.0 2014-09-07 13:57:37.000 0.5.7 23.0 3.0 pyformat 3.0 199.0 96.0 74.0 https://pypi.org/project/pyformat 2017-01-04 02:31:11.000 22.0 4211.0 4211.0 3.0
229 227 yala https://github.com/cemsbr/yala Yet Another Linter Aggregator. linters 17 False cemsbr/yala https://github.com/cemsbr/yala MIT 2017-06-02 22:45:50.000 2020-10-24 17:27:01.000 2020-10-24 17:26:28.000 4.0 11.0 8.0 2020-10-24 16:03:12.000 3.0.1 27.0 3.0 yala 1.0 164.0 54.0 36.0 https://pypi.org/project/yala 2020-10-24 16:03:12.000 18.0 324.0 324.0 3.0 ['flake8', 'pylint']
230 228 pycycle https://github.com/bndr/pycycle Tool for pinpointing circular imports in Python. Find cyclic imports in any project. linters 16 False bndr/pycycle https://github.com/bndr/pycycle MIT 2017-01-28 17:22:00.000 2020-06-24 12:43:11.000 2017-02-13 18:07:04.000 11.0 1.0 278.0 2017-02-13 18:07:58.000 0.0.8 8.0 2.0 pycycle 12.0 26.0 48.0 41.0 https://pypi.org/project/pycycle 2017-02-13 18:07:58.000 7.0 580.0 580.0 3.0
231 229 beartype https://github.com/beartype/beartype Unbearably fast O(1) runtime type-checking in pure Python. linters 16 True beartype/beartype https://github.com/beartype/beartype MIT 2020-04-03 06:06:22.000 2021-03-25 07:26:07.000 2021-03-25 07:19:49.000 6.0 17.0 182.0 2021-03-04 08:12:16.000 0.6.0 10.0 4.0 conda-forge/beartype beartype 5.0 0.0 https://pypi.org/project/beartype 2021-03-04 08:12:16.000 0.0 3100.0 3425.0 https://anaconda.org/conda-forge/beartype 2021-03-04 11:15:17.162 2932.0 3.0
232 230 pep8ify https://github.com/spulec/pep8ify A library that modifies python source code to conform to pep8. refactoring 16 False 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 20:36:38.000 13.0 12.0 112.0 2014-10-24 20:36:57.000 0.0.13 13.0 6.0 pep8ify 6.0 154.0 53.0 34.0 https://pypi.org/project/pep8ify 2014-10-24 20:36:57.000 19.0 33.0 33.0 3.0
233 231 pytest-play https://github.com/pytest-dev/pytest-play pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files. testing 16 False 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 11:57:28.000 3.0 24.0 63.0 2019-06-12 11:59:29.000 2.3.1 23.0 3.0 pytest-play 4.0 382.0 25.0 21.0 https://pypi.org/project/pytest-play 2019-06-12 11:59:29.000 4.0 214.0 214.0 3.0 ['pytest']
234 232 PyOxidizer https://github.com/indygreg/PyOxidizer A modern Python application packaging and distribution tool. packaging 15 True indygreg/PyOxidizer https://github.com/indygreg/PyOxidizer MPL-2.0 2018-12-18 23:32:13.000 2021-03-20 02:23:20.000 2021-03-20 02:19:04.000 107.0 118.0 2911.0 2020-04-10 04:16:04.000 0.7.0 3.0 31.0 198.0 3.0
235 233 dh-virtualenv https://github.com/spotify/dh-virtualenv Python virtualenvs in Debian packages. virtual-envs 15 True spotify/dh-virtualenv https://github.com/spotify/dh-virtualenv GPL-2.0 2013-10-09 19:03:43.000 2021-03-09 16:58:48.000 2020-12-31 10:35:21.000 157.0 156.0 1434.0 55.0 24.0 404.0 3.0
236 234 tbvaccine https://github.com/skorokithakis/tbvaccine A small utility to pretty-print Python tracebacks. logging 15 True 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 19:24:44.000 12.0 13.0 358.0 2018-12-14 18:07:29.000 0.3.1 12.0 12.0 tbvaccine 7.0 80.0 9.0 9.0 https://pypi.org/project/tbvaccine 2018-12-14 18:07:29.000 448.0 448.0 3.0
237 235 pip-run https://github.com/jaraco/pip-run pip-run - dynamic dependency loader for Python. dependency-managers 15 True jaraco/pip-run https://github.com/jaraco/pip-run MIT 2016-01-25 01:59:13.000 2021-03-24 23:41:55.000 2021-03-24 23:27:11.000 10.0 37.0 59.0 2021-02-21 18:35:39.000 8.4.2 20.0 9.0 pip-run 4.0 https://pypi.org/project/pip-run 2021-02-21 18:35:23.000 1591.0 1591.0 3.0
238 236 mkdocs-print-site-plugin https://github.com/timvink/mkdocs-print-site-plugin MkDocs Plugin allowing your visitors to *File Print Save as PDF* the entire site. documentation 15 False timvink/mkdocs-print-site-plugin https://github.com/timvink/mkdocs-print-site-plugin MIT 2020-08-15 12:02:33.000 2021-02-22 20:02:30.000 2021-02-22 19:52:47.000 1.0 39.0 14.0 2021-02-22 20:01:45.000 1.1.0 17.0 mkdocs-print-site-plugin 4.0 123.0 12.0 12.0 https://pypi.org/project/mkdocs-print-site-plugin 2021-02-22 20:01:45.000 468.0 468.0 3.0 ['mkdocs']
239 237 pyenv-installer https://github.com/pyenv/pyenv-installer This tool is used to install `pyenv` and friends. virtual-envs 14 False pyenv/pyenv-installer https://github.com/pyenv/pyenv-installer MIT 2013-06-01 03:48:07.000 2020-11-24 11:15:49.000 2019-10-12 14:34:36.000 284.0 54.0 2574.0 29.0 8.0 130.0 3.0
240 238 pytest-plugins https://github.com/man-group/pytest-plugins A grab-bag of nifty pytest plugins. testing 14 True man-group/pytest-plugins https://github.com/man-group/pytest-plugins MIT 2015-08-14 07:52:32.000 2021-03-22 04:23:41.000 2020-04-11 14:20:38.000 57.0 51.0 364.0 46.0 36.0 747.0 3.0
241 239 linty_fresh https://github.com/lyft/linty_fresh Surface lint errors during code review. linters 14 True lyft/linty_fresh https://github.com/lyft/linty_fresh Apache-2.0 2015-12-19 02:37:26.000 2020-11-30 22:20:25.000 2020-11-30 22:18:53.000 21.0 1.0 181.0 2018-12-12 19:47:05.000 0.7.0 10.0 16.0 linty-fresh 8.0 53.0 https://pypi.org/project/linty-fresh 2018-12-12 19:47:05.000 23.0 23.0 3.0 ['flake8', 'mypy']
242 240 com2ann https://github.com/ilevkivskyi/com2ann Tool for translation type comments to type annotations in Python. refactoring 14 True ilevkivskyi/com2ann https://github.com/ilevkivskyi/com2ann MIT 2016-09-09 07:17:02.000 2021-03-07 09:20:28.000 2021-03-07 09:20:25.000 4.0 14.0 83.0 2019-06-17 19:19:47.000 0.1.1 2.0 3.0 com2ann 4.0 28.0 2.0 2.0 https://pypi.org/project/com2ann 2019-06-17 19:19:47.000 0.0 706.0 706.0 3.0
243 241 subpar https://github.com/google/subpar Subpar is a utility for creating self-contained python executables. It is designed to work well with Bazel. packaging 13 False google/subpar https://github.com/google/subpar Apache-2.0 2016-08-03 20:11:35.000 2020-09-16 16:25:54.000 2019-08-15 01:37:08.000 62.0 30.0 471.0 2019-05-14 20:14:05.000 2.0.0 5.0 14.0 30.0 93.0 3.0
244 242 pipenv-pipes https://github.com/gtalarico/pipenv-pipes A PipEnv Environment Switcher. virtual-envs 13 False gtalarico/pipenv-pipes https://github.com/gtalarico/pipenv-pipes MIT 2018-05-02 03:56:41.000 2019-06-27 03:42:49.000 2019-06-27 03:42:48.000 11.0 10.0 127.0 2018-11-08 03:05:43.000 0.7.1 25.0 5.0 pipenv-pipes 7.0 285.0 https://pypi.org/project/pipenv-pipes 2018-11-08 03:05:43.000 46.0 46.0 3.0
245 243 lazydocs https://github.com/ml-tooling/lazydocs Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx. documentation 12 True ml-tooling/lazydocs https://github.com/ml-tooling/lazydocs MIT 2020-11-10 00:31:46.000 2021-03-15 19:30:18.000 2021-03-15 19:30:16.000 3.0 12.0 2021-03-15 19:30:05.000 0.4.6 16.0 4.0 lazydocs 9.0 9.0 https://pypi.org/project/lazydocs 2021-03-15 19:24:25.000 0.0 118.0 118.0 3.0
246 244 cohesion https://github.com/mschwager/cohesion A tool for measuring Python class cohesion. code-metrics 11 False mschwager/cohesion https://github.com/mschwager/cohesion GPL-3.0 2016-08-11 21:09:32.000 2019-08-05 17:14:04.000 2019-08-05 17:14:01.000 2.0 11.0 131.0 2019-07-10 16:08:05.000 1.0.0 9.0 2.0 cohesion 1.0 78.0 3.0 https://pypi.org/project/cohesion 2019-07-10 16:08:05.000 3.0 379.0 379.0 3.0
247 245 universal-build https://github.com/ml-tooling/universal-build Universal build utilities for containerized build pipelines. build-tools 10 True ml-tooling/universal-build https://github.com/ml-tooling/universal-build MIT 2020-10-19 14:57:21.000 2021-03-22 18:23:13.000 2021-03-22 18:23:13.000 2.0 1.0 6.0 2021-03-22 18:29:06.000 0.6.13 37.0 4.0 universal-build 0.0 https://pypi.org/project/universal-build 2020-12-12 13:21:08.000 0.0 99.0 102.0 3.0 15.0
248 246 pyship https://github.com/jamesabel/pyship freezer, installer and updater for Python applications. packaging 9 False jamesabel/pyship https://github.com/jamesabel/pyship MIT 2020-04-23 04:45:03.000 2020-12-07 01:00:59.000 2020-12-07 01:00:54.000 9.0 2020-12-07 00:53:45.000 0.1.0 14.0 pyship 4.0 https://pypi.org/project/pyship 2020-12-07 00:53:45.000 20.0 20.0 3.0

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_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
- <b><a href="https://github.com/PyCQA/flake8">flake8</a></b> (🥇35 · ⭐ 1.1K · 📈) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/pypa/twine">twine</a></b> (🥇32 · ⭐ 1.1K · 📈) - Utilities for interacting with PyPI. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/python-rope/rope">rope</a></b> (🥇30 · ⭐ 1.1K · 📈) - a python refactoring library. <code><a href="http://bit.ly/37RvQcA">❗️LGPL-3.0</a></code>
- <b><a href="https://github.com/bitprophet/alabaster">alabaster</a></b> (🥈30 · ⭐ 590 · 💀) - Lightweight, configurable Sphinx theme. Now the Sphinx.. <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/plasma-umass/scalene">Scalene</a></b> (🥉23 · ⭐ 3.8K · 📈) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/PyCQA/flake8">flake8</a></b> (🥇36 · ⭐ 1.1K · 📈) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/mkdocs/mkdocs">mkdocs</a></b> (🥇34 · ⭐ 12K · 📈) - 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/PyCQA/pycodestyle">pycodestyle</a></b> (🥇34 · ⭐ 4.3K · 📈) - Simple Python style checker in one Python file. <code><a href="https://tldrlegal.com/search?q=Saxpath">❗️Saxpath</a></code>
- <b><a href="https://github.com/PyCQA/pydocstyle">pydocstyle</a></b> (🥈30 · ⭐ 750 · 📈) - docstring style checker. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/ionelmc/python-manhole">python-manhole</a></b> (🥉21 · ⭐ 310 · 📈) - Debugging manhole for python applications. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code>
## 📉 Trending Down
_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
- <b><a href="https://github.com/pytest-dev/pytest">pytest</a></b> (🥇35 · ⭐ 7.1K · 📉) - The pytest framework makes it easy to write small tests, yet.. <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/numpy/numpydoc">numpydoc</a></b> (🥈30 · ⭐ 17K · 📉) - Numpy's 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> (🥈26 · ⭐ 2K · 📉) - Full-screen console debugger for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/hamcrest/PyHamcrest">PyHamcrest</a></b> (🥉25 · ⭐ 540 · 📉) - Hamcrest matchers for Python. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/sixpack/sixpack">sixpack</a></b> (🥉21 · ⭐ 1.7K · 💤) - Sixpack is a language-agnostic a/b-testing framework. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code>
- <b><a href="https://github.com/PyCQA/isort">isort</a></b> (🥈33 · ⭐ 3.8K · 📉) - A Python utility / library to sort imports. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/pypa/setuptools_scm">setuptools_scm</a></b> (🥉26 · ⭐ 440 · 📉) - the blessed package to manage your versions by scm tags. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/pyenv/pyenv">pyenv</a></b> (🥈25 · ⭐ 23K · 📉) - Simple Python version management. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/pantsbuild/pex">pex</a></b> (🥈25 · ⭐ 1.8K · 📉) - A library and tool for generating .pex (Python EXecutable) files. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/alexmojaki/birdseye">Birdseye</a></b> (🥉18 · ⭐ 1.4K · 📉) - Graphical Python debugger which lets you easily view the values of.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>