Update best-of list for version 2021.02.18

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LukasMasuch 2021-02-18 14:47:29 +00:00 committed by best-of update
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## 📈 Trending Up
_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
- <b><a href="https://github.com/PyCQA/pylint">pylint</a></b> (🥇34 · 3.2K · 📈) - It's not just a linter that annoys you!. <code><a href="http://bit.ly/2KucAZR">❗GPL-2.0</a></code>
- <b><a href="https://github.com/python-poetry/poetry">poetry</a></b> (🥈32 · 14K · 📈) - Python dependency management and packaging made easy. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/Delgan/loguru">loguru</a></b> (🥈31 · 8.2K · 📈) - Python logging made (stupidly) simple. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/wemake-services/wemake-python-styleguide">wemake-python-styleguide</a></b> (🥈28 · 1.4K · 📈) - The strictest and most opinionated python linter ever!. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/nose-devs/nose2">nose2</a></b> (🥈28 · 660 · 📈) - The successor to nose, based on unittest2. <code><a href="http://bit.ly/3aKzpTv">BSD-3</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/hynek/structlog">structlog</a></b> (🥉27 · 1.4K · 📉) - Structured Logging for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/theacodes/nox">nox</a></b> (🥉24 · 490 · 📉) - Flexible test automation for Python. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/executablebooks/sphinx-autobuild">sphinx-autobuild</a></b> (🥈24 · 300 · 📉) - Watch a Sphinx directory and rebuild the.. <code><a href="http://bit.ly/34MBwT8">MIT</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/pytest-dev/pytest-randomly">pytest-randomly</a></b> (🥉22 · 280 · 📉) - Pytest plugin to randomly order tests and control random.seed. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/predictive-analytics-lab/data-science-types">data-science-types</a></b> (🥉20 · 180 · 📉) - Mypy stubs, i.e., type information, for numpy, pandas.. <code><a href="http://bit.ly/3nYMfla">Apache-2</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,labels,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,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 13:09:27.000,2021-02-18 14:20:48.000,2021-02-05 15:40:55.000,59.0,2.0,1028.0,2021-02-05 15:41:05.000,2021.02.04,7.0,6.0,,,,,,,,,,,,,,,,,,,,,,,,,,
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,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,39,True,pytest-dev/pytest,https://github.com/pytest-dev/pytest,MIT,2015-06-15 20:28:27.000,2021-02-18 11:16:54.000,2021-02-18 11:16:54.000,1615.0,3773.0,7027.0,2021-01-25 14:52:06.000,6.2.2,145.0,697.0,conda-forge/pytest,['pytest'],pytest,615.0,13418.0,415878.0,285294.0,https://pypi.org/project/pytest,2021-01-25 14:51:38.000,130584.0,10015668.0,10135729.0,https://anaconda.org/conda-forge/pytest,2021-01-27 13:05:54.016,6603355.0,1.0,,,,,,,,,,
4,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 14:30:46.000,2021-02-18 13:39:07.000,2021-02-18 13:39:07.000,2179.0,4568.0,6916.0,2021-01-30 12:54:11.000,21.0.1,102.0,582.0,conda-forge/pip,,pip,984.0,11341.0,61665.0,42999.0,https://pypi.org/project/pip,2021-01-30 12:54:11.000,18666.0,41629746.0,41946362.0,https://anaconda.org/conda-forge/pip,2021-01-30 14:15:41.706,17413910.0,1.0,,,,,,,,,,
5,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 10:53:28.000,2021-02-18 12:17:33.000,2021-02-17 13:18:20.000,1423.0,4479.0,3795.0,2021-02-14 07:57:29.000,3.5.0,142.0,617.0,conda-forge/sphinx,['sphinx'],sphinx,752.0,17068.0,233395.0,128859.0,https://pypi.org/project/sphinx,2021-02-14 07:57:29.000,104536.0,1666046.0,1716494.0,https://anaconda.org/conda-forge/sphinx,2021-02-16 16:10:15.633,2724217.0,1.0,,,,,,,,,,
6,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 00:44:02.000,2021-02-18 09:05:53.000,2021-02-04 14:18:14.000,1583.0,2855.0,21556.0,2020-11-15 04:19:27.000,2020.11.15,297.0,376.0,conda-forge/pipenv,,pipenv,484.0,7035.0,18878.0,16604.0,https://pypi.org/project/pipenv,2020-11-15 04:19:27.000,2274.0,1193817.0,1196085.0,https://anaconda.org/conda-forge/pipenv,2020-11-15 06:15:51.831,36298.0,1.0,,,,,,,,,,
7,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 13:13:14.000,2021-02-18 06:06:46.782,2021-02-18 03:42:36.000,899.0,497.0,17465.0,2021-02-18 03:51:17.000,4.57.0,114.0,94.0,conda-forge/tqdm,,tqdm,273.0,1762.0,174879.0,148641.0,https://pypi.org/project/tqdm,2021-02-18 03:47:30.000,26238.0,7123483.0,7215569.0,https://anaconda.org/conda-forge/tqdm,2021-02-18 06:06:46.782,5150212.0,1.0,7344.0,,,,,,,,,
8,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 14:01:48.000,2021-02-18 12:18:22.000,2021-02-18 12:18:22.000,1091.0,1270.0,7065.0,2020-12-19 01:19:27.000,5.8.0,83.0,157.0,conda-forge/psutil,,psutil,169.0,5673.0,98977.0,74311.0,https://pypi.org/project/psutil,2020-12-19 01:19:27.000,24666.0,15538707.0,15638123.0,https://anaconda.org/conda-forge/psutil,2021-01-12 14:13:09.300,5766139.0,1.0,,,,,,,,,,
9,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 23:12:30.000,2021-01-31 23:41:41.000,2021-01-31 23:41:40.000,424.0,1193.0,4769.0,2020-12-25 10:34:25.000,0.18.0,30.0,142.0,conda-forge/jedi,,jedi,20.0,8198.0,130983.0,115077.0,https://pypi.org/project/jedi,2020-12-25 10:34:25.000,15906.0,6471494.0,6549641.0,https://anaconda.org/conda-forge/jedi,2021-01-14 15:48:43.942,4063676.0,1.0,,,,,,,,,,
10,isort,https://github.com/PyCQA/isort,,A Python utility / library to sort imports.,formatters,36,True,PyCQA/isort,https://github.com/PyCQA/isort,MIT,2013-09-02 22:22:53.000,2021-02-18 07:57:11.000,2021-02-18 07:56:32.000,377.0,885.0,3706.0,2020-12-31 01:16:34.000,5.7.0,126.0,225.0,conda-forge/isort,,isort,30.0,3449.0,179453.0,155235.0,https://pypi.org/project/isort,2020-12-31 01:15:41.000,24218.0,4919530.0,4948311.0,https://anaconda.org/conda-forge/isort,2020-12-31 02:59:49.605,1582973.0,1.0,,,,,,,,,,
11,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 13:30:23.000,2021-02-17 23:24:35.000,2021-02-16 18:31:49.000,1590.0,4509.0,9935.0,,,78.0,447.0,conda-forge/mypy,,mypy,1542.0,9379.0,34388.0,28304.0,https://pypi.org/project/mypy,2021-01-22 11:50:58.000,6084.0,2186438.0,2204225.0,https://anaconda.org/conda-forge/mypy,2021-01-22 16:55:44.796,693721.0,1.0,,,,,,,,,,
12,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 16:54:22.000,2021-02-17 18:54:52.000,2021-02-16 15:59:24.000,350.0,982.0,2076.0,2021-02-16 08:44:01.000,3.22.0,114.0,234.0,conda-forge/tox,['pytest'],tox,143.0,1965.0,77484.0,41084.0,https://pypi.org/project/tox,2021-02-16 08:44:01.000,36400.0,1544693.0,1550067.0,https://anaconda.org/conda-forge/tox,2021-02-17 03:38:42.176,220351.0,1.0,,,,,,,,,,
13,pylint,https://github.com/PyCQA/pylint,,It's not just a linter that annoys you!.,linters,34,True,PyCQA/pylint,https://github.com/PyCQA/pylint,GPL-2.0,2015-12-09 05:40:02.000,2021-02-18 13:30:36.000,2021-02-16 08:47:54.000,672.0,2562.0,3213.0,2021-02-16 09:39:10.000,2.6.2,90.0,358.0,conda-forge/pylint,,pylint,669.0,5071.0,217334.0,179600.0,https://pypi.org/project/pylint,2021-02-16 09:39:10.000,37734.0,3057467.0,3086284.0,https://anaconda.org/conda-forge/pylint,2021-02-17 09:43:29.814,1556138.0,1.0,,1.0,,,,,,,,
14,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 14:02:33.000,2021-02-18 05:53:23.000,2021-02-01 15:11:49.000,701.0,1194.0,1294.0,2021-02-01 15:39:41.000,53.0.0,419.0,411.0,conda-forge/setuptools,,setuptools,532.0,,148274.0,90344.0,https://pypi.org/project/setuptools,2021-02-01 15:39:30.000,57930.0,42993066.0,43336815.0,https://anaconda.org/conda-forge/setuptools,2021-01-08 05:42:17.824,18906105.0,1.0,105.0,,,,,,,,,
15,flake8,https://github.com/PyCQA/flake8,,Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelder's McCabe script.,linters,34,True,PyCQA/flake8,https://github.com/PyCQA/flake8,MIT,2014-09-13 17:06:24.000,2021-01-07 23:32:13.000,2021-01-07 23:32:08.000,183.0,,1085.0,2020-10-02 23:34:01.000,3.8.4,76.0,148.0,conda-forge/flake8,,flake8,7.0,1876.0,220367.0,149077.0,https://pypi.org/project/flake8,2020-10-02 23:34:01.000,71290.0,3703454.0,3739317.0,https://anaconda.org/conda-forge/flake8,2020-10-05 05:07:54.333,2008331.0,1.0,,,,,,,,,,
16,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 19:54:45.000,2021-02-17 17:02:06.000,2021-02-16 21:10:23.000,1209.0,973.0,19593.0,2020-08-26 15:56:21.000,20.8b1,23.0,223.0,conda-forge/black,,black,385.0,882.0,52374.0,46146.0,https://pypi.org/project/black,2020-08-26 15:52:03.000,6228.0,2252263.0,2286554.0,https://anaconda.org/conda-forge/black,2020-09-07 11:42:46.809,1115551.0,2.0,11205.0,,,,,,,,,
17,mkdocs,https://github.com/mkdocs/mkdocs,,Project documentation with Markdown.,documentation,33,True,mkdocs/mkdocs,https://github.com/mkdocs/mkdocs,BSD-2-Clause,2014-01-11 21:05:21.000,2021-02-16 20:16:23.000,2021-02-16 20:16:22.000,1668.0,1339.0,11605.0,2020-05-14 15:18:01.000,1.1.2,44.0,183.0,conda-forge/mkdocs,['mkdocs'],mkdocs,142.0,1496.0,16584.0,10642.0,https://pypi.org/project/mkdocs,2020-05-14 15:18:01.000,5942.0,180968.0,182995.0,https://anaconda.org/conda-forge/mkdocs,2020-06-01 13:16:37.068,117593.0,1.0,,,,,,,,,,
18,robotframework,https://github.com/robotframework/robotframework,,Generic automation framework for acceptance testing and RPA.,testing,33,True,robotframework/robotframework,https://github.com/robotframework/robotframework,Apache-2.0,2014-06-27 11:10:38.000,2021-02-17 16:35:36.000,2021-02-16 20:06:42.000,1577.0,3263.0,5565.0,2020-09-01 18:21:46.000,3.2.2,53.0,132.0,conda-forge/robotframework,,robotframework,188.0,12766.0,4806.0,3398.0,https://pypi.org/project/robotframework,2021-02-16 19:59:51.000,1408.0,273714.0,274756.0,https://anaconda.org/conda-forge/robotframework,2020-09-03 11:47:40.885,38361.0,1.0,499.0,,,,,,,,,
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 13:51:19.000,2021-02-17 12:10:57.000,2021-02-14 04:54:30.000,449.0,1002.0,4956.0,2021-02-12 02:40:11.000,hypothesis-python-6.2.0,801.0,242.0,conda-forge/hypothesis,,hypothesis,50.0,10519.0,10377.0,7761.0,https://pypi.org/project/hypothesis,2021-02-12 02:39:56.000,2616.0,548532.0,612505.0,https://anaconda.org/conda-forge/hypothesis,2021-02-12 03:47:19.290,3518523.0,1.0,,,,,,,,,,
20,pycodestyle,https://github.com/PyCQA/pycodestyle,,Simple Python style checker in one Python file.,linters,33,True,PyCQA/pycodestyle,https://github.com/PyCQA/pycodestyle,Saxpath,2009-10-02 00:43:37.000,2021-01-26 18:42:44.000,2021-01-07 18:35:38.000,592.0,522.0,4244.0,2020-05-11 20:02:52.000,2.6.0,11.0,124.0,conda-forge/pycodestyle,,pycodestyle,112.0,1199.0,141981.0,120751.0,https://pypi.org/project/pycodestyle,2020-05-11 20:02:52.000,21230.0,5275818.0,5314040.0,https://anaconda.org/conda-forge/pycodestyle,2020-05-12 17:42:46.576,2140462.0,1.0,,,,,,,,,,
21,autopep8,https://github.com/hhatto/autopep8,,A tool that automatically formats Python code to conform to the PEP 8 style guide.,formatters,33,True,hhatto/autopep8,https://github.com/hhatto/autopep8,MIT,2010-12-29 20:08:51.000,2021-02-05 05:36:26.000,2021-02-04 14:36:06.000,233.0,330.0,3692.0,2021-02-04 07:28:23.000,1.5.5,65.0,47.0,conda-forge/autopep8,,autopep8,82.0,2677.0,75577.0,65393.0,https://pypi.org/project/autopep8,2021-02-04 06:08:51.000,10184.0,757178.0,764318.0,https://anaconda.org/conda-forge/autopep8,2021-02-04 08:47:28.848,399851.0,2.0,,,,,,,,,,
22,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 17:10:49.000,2021-02-15 21:54:34.000,2021-02-11 23:24:12.000,1477.0,456.0,3597.0,2018-10-05 13:20:49.000,0.4.2,23.0,103.0,conda-forge/sphinx_rtd_theme,['sphinx'],sphinx_rtd_theme,158.0,1191.0,23490.0,16.0,https://pypi.org/project/sphinx_rtd_theme,2018-10-05 13:20:49.000,23474.0,696707.0,715428.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2021-01-05 13:49:54.682,1010968.0,1.0,,,,,,,,,,
23,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 15:28:09.000,2021-02-17 22:45:29.000,2021-02-17 22:45:29.000,647.0,363.0,22677.0,2021-02-15 21:13:14.000,9.11.0,112.0,75.0,conda-forge/rich,,rich,12.0,1677.0,2448.0,2448.0,https://pypi.org/project/rich,2021-01-27 20:56:26.000,0.0,546740.0,559526.0,https://anaconda.org/conda-forge/rich,2021-02-16 08:42:14.563,89503.0,1.0,,,,,,,,,,
24,numpydoc,https://github.com/numpy/numpydoc,,Numpy's Sphinx extensions.,documentation,32,True,numpy/numpydoc,https://github.com/numpy/numpydoc,BSD-3-Clause,2013-07-24 16:23:39.000,2021-02-08 13:26:30.000,2021-02-08 13:26:30.000,5252.0,90.0,16251.0,2020-07-01 21:59:00.000,1.1.0,13.0,65.0,conda-forge/numpydoc,['sphinx'],numpydoc,50.0,433.0,31100.0,23752.0,https://pypi.org/project/numpydoc,2020-07-01 21:59:00.000,7348.0,92633.0,107263.0,https://anaconda.org/conda-forge/numpydoc,2020-10-01 19:37:54.384,716906.0,2.0,,,,,,,,,,
25,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 15:23:47.000,2021-02-17 19:57:15.000,2021-02-13 19:58:00.000,1102.0,1742.0,13927.0,2020-10-23 20:54:00.000,1.1.4,132.0,254.0,conda-forge/poetry,,poetry,1032.0,1683.0,64.0,,https://pypi.org/project/poetry,2020-10-23 20:54:00.000,64.0,724222.0,873274.0,https://anaconda.org/conda-forge/poetry,2020-12-14 11:33:01.818,166842.0,2.0,5000575.0,1.0,,,,,,,,
26,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 22:09:23.000,2021-02-18 11:23:56.000,2021-02-18 11:22:51.000,1401.0,902.0,5593.0,2021-02-04 20:15:50.000,6.2.8,185.0,101.0,conda-forge/mkdocs-material,['mkdocs'],mkdocs-material,9.0,3061.0,6882.0,5380.0,https://pypi.org/project/mkdocs-material,2021-02-14 16:42:18.000,1502.0,157298.0,158552.0,https://anaconda.org/conda-forge/mkdocs-material,2021-02-04 23:31:30.764,26339.0,2.0,,,,,,,,,,
27,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 22:08:03.000,2021-02-17 16:29:51.000,2021-02-17 16:29:51.000,998.0,5990.0,4016.0,2020-11-12 17:08:48.000,4.9.2,100.0,347.0,conda-forge/conda,,conda,1862.0,15586.0,2104.0,,https://pypi.org/project/conda,2017-04-22 23:38:35.000,2104.0,16705.0,313583.0,https://anaconda.org/conda-forge/conda,2020-11-12 21:09:02.264,16031437.0,2.0,,,,,,,,,,
28,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 14:33:27.000,2021-02-15 16:35:32.000,2021-02-01 09:38:03.000,878.0,1058.0,3806.0,2021-01-31 10:52:36.000,20.4.1,157.0,171.0,conda-forge/virtualenv,,virtualenv,52.0,,34422.0,,https://pypi.org/project/virtualenv,2021-02-01 09:17:59.000,34422.0,5930007.0,5943661.0,https://anaconda.org/conda-forge/virtualenv,2021-02-01 11:16:19.980,641769.0,2.0,,,,,,,,,,
29,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 16:25:35.000,280.0,357.0,3163.0,2020-12-31 02:43:43.000,1.5.0,50.0,54.0,conda-forge/invoke,,invoke,303.0,3499.0,11598.0,6996.0,https://pypi.org/project/invoke,2020-12-31 02:43:43.000,4602.0,551179.0,555322.0,https://anaconda.org/conda-forge/invoke,2021-01-06 14:58:41.830,240300.0,1.0,,,,,,,,,,
30,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 09:08:12.000,2021-02-16 10:33:50.000,2021-02-11 16:44:36.000,307.0,363.0,2998.0,2020-12-13 02:48:28.000,1.7.0,31.0,130.0,conda-forge/bandit,,bandit,162.0,1166.0,8230.0,5876.0,https://pypi.org/project/bandit,2020-12-13 02:48:28.000,2354.0,485202.0,487321.0,https://anaconda.org/conda-forge/bandit,2020-10-11 11:23:21.028,44516.0,1.0,23.0,,,,,,,,,
31,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 20:01:12.000,2021-01-29 17:51:06.000,2021-01-20 10:45:57.000,136.0,186.0,957.0,2021-01-20 10:46:34.000,2.11.1,40.0,62.0,conda-forge/pytest-cov,['pytest'],pytest-cov,91.0,797.0,121986.0,78592.0,https://pypi.org/project/pytest-cov,2021-01-20 10:46:34.000,43394.0,3493003.0,3530299.0,https://anaconda.org/conda-forge/pytest-cov,2021-01-20 18:33:16.518,2200504.0,1.0,,,,,,,,,,
32,parso,https://github.com/davidhalter/parso,,A Python Parser.,linters,32,True,davidhalter/parso,https://github.com/davidhalter/parso,MIT,2017-05-08 20:14:30.000,2021-02-16 01:35:01.000,2021-01-26 21:41:17.000,63.0,81.0,379.0,2020-12-10 15:10:14.000,0.8.1,24.0,37.0,conda-forge/parso,,parso,7.0,1065.0,120615.0,109251.0,https://pypi.org/project/parso,2020-12-10 15:10:14.000,11364.0,6490046.0,6575594.0,https://anaconda.org/conda-forge/parso,2020-12-10 16:40:55.258,3250839.0,1.0,,,,,,,,,,
33,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 23:19:28.580,2021-02-08 23:37:38.000,2021-02-08 23:37:31.000,84.0,286.0,226.0,2020-12-13 18:09:07.000,0.36.2,64.0,60.0,conda-forge/wheel,,wheel,20.0,729.0,62544.0,,https://pypi.org/project/wheel,2020-12-13 18:09:07.000,62544.0,31385953.0,31664246.0,https://anaconda.org/conda-forge/wheel,2020-12-13 19:48:16.429,15306123.0,1.0,,,,,,,,,,
34,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 17:22:32.000,2021-01-31 09:15:21.000,2020-12-19 16:17:53.000,362.0,305.0,8196.0,2020-09-20 07:56:32.000,0.5.3,17.0,28.0,conda-forge/loguru,,loguru,44.0,545.0,5711.0,5369.0,https://pypi.org/project/loguru,2020-09-20 07:54:28.000,342.0,389655.0,394099.0,https://anaconda.org/conda-forge/loguru,2020-10-10 00:51:36.057,106672.0,2.0,,1.0,,,,,,,,
35,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 11:05:56.000,2021-02-18 12:56:13.000,2021-02-13 07:12:18.000,1600.0,3586.0,7674.0,2021-01-13 13:13:08.000,4.2,27.0,391.0,conda-forge/pyinstaller,,pyinstaller,405.0,7682.0,14582.0,14582.0,https://pypi.org/project/pyinstaller,2021-01-13 13:12:03.000,0.0,203703.0,214856.0,https://anaconda.org/conda-forge/pyinstaller,2021-02-02 18:07:09.778,196564.0,1.0,674683.0,,,,,,,,,
36,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 00:39:38.000,2021-02-17 23:41:10.000,2021-02-08 17:20:08.000,403.0,1022.0,5501.0,2021-02-06 21:24:48.000,2.10.1,156.0,114.0,conda-forge/pre-commit,,pre-commit,24.0,1944.0,2136.0,,https://pypi.org/project/pre-commit,2021-02-06 21:21:49.000,2136.0,1073278.0,1093788.0,https://anaconda.org/conda-forge/pre-commit,2021-02-08 14:08:45.124,368192.0,1.0,2279.0,,,,,,,,,
37,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 08:50:26.000,2021-02-15 16:22:38.000,2021-02-09 05:41:05.000,411.0,585.0,4756.0,2020-12-30 17:05:11.000,5.5.0,90.0,139.0,conda-forge/pip-tools,,pip-tools,119.0,1469.0,3252.0,,https://pypi.org/project/pip-tools,2020-12-30 17:05:11.000,3252.0,660108.0,660859.0,https://anaconda.org/conda-forge/pip-tools,2020-12-30 18:26:40.157,7516.0,2.0,,,,,,,,,,
38,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 05:11:00.000,2021-01-20 09:23:22.014,2021-01-20 07:44:52.000,192.0,166.0,2783.0,2021-01-20 07:45:20.000,1.1.0,56.0,94.0,conda-forge/freezegun,,freezegun,60.0,521.0,15595.0,7243.0,https://pypi.org/project/freezegun,2021-01-20 07:45:20.000,8352.0,1181182.0,1184234.0,https://anaconda.org/conda-forge/freezegun,2021-01-20 09:23:22.014,180072.0,2.0,,,,,,,,,,
39,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 17:51:47.000,2021-02-14 17:58:45.000,2020-10-21 09:03:20.000,123.0,102.0,1348.0,2020-10-01 14:13:50.000,0.13.4,37.0,44.0,conda-forge/ipdb,,ipdb,50.0,312.0,41625.0,24727.0,https://pypi.org/project/ipdb,2020-10-01 14:13:50.000,16898.0,591989.0,594551.0,https://anaconda.org/conda-forge/ipdb,2020-11-21 18:57:03.677,140911.0,1.0,,,,,,,,,,
40,twine,https://github.com/pypa/twine,,Utilities for interacting with PyPI.,build-tools,31,True,pypa/twine,https://github.com/pypa/twine,Apache-2.0,2013-08-13 15:39:39.000,2021-02-13 03:56:28.078,2020-12-23 14:13:30.000,233.0,302.0,1085.0,2020-12-24 11:05:10.000,3.3.0,41.0,99.0,conda-forge/twine,,twine,40.0,941.0,52034.0,34530.0,https://pypi.org/project/twine,2020-12-24 11:05:10.000,17504.0,645012.0,648989.0,https://anaconda.org/conda-forge/twine,2021-02-13 03:56:28.078,214765.0,2.0,,,,,,,,,,
41,pyflakes,https://github.com/PyCQA/pyflakes,,A simple program which checks Python source files for errors.,linters,31,True,PyCQA/pyflakes,https://github.com/PyCQA/pyflakes,MIT,2014-04-07 06:19:46.000,2021-02-15 18:06:23.000,2021-01-05 16:04:38.000,135.0,322.0,985.0,2020-04-10 03:52:17.000,2.2.0,28.0,74.0,conda-forge/pyflakes,,pyflakes,92.0,504.0,104993.0,78495.0,https://pypi.org/project/pyflakes,2020-04-10 03:52:17.000,26498.0,3949342.0,3986087.0,https://anaconda.org/conda-forge/pyflakes,2020-04-10 13:58:22.845,2057773.0,2.0,,,,,,,,,,
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 22:51:10.000,2021-02-18 14:19:23.000,2021-02-18 14:16:46.000,182.0,355.0,849.0,2021-02-15 13:17:51.000,0.20.2,125.0,86.0,conda-forge/sentry-sdk,,sentry-sdk,134.0,1196.0,10118.0,9132.0,https://pypi.org/project/sentry-sdk,2021-02-15 13:17:33.000,986.0,2098116.0,2100593.0,https://anaconda.org/conda-forge/sentry-sdk,2021-02-15 15:21:44.023,62819.0,2.0,4381.0,,,,,,,,,
43,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 23:30:38.000,2021-02-15 09:58:41.000,2020-10-04 08:13:41.000,666.0,161.0,4808.0,2020-10-06 22:15:19.000,0.9.52,49.0,42.0,conda-forge/pyautogui,,pyautogui,295.0,361.0,6713.0,6105.0,https://pypi.org/project/pyautogui,2020-10-06 22:15:19.000,608.0,214320.0,217062.0,https://anaconda.org/conda-forge/pyautogui,2020-10-13 12:17:23.308,106975.0,2.0,,,,,,,,,,
44,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 17:56:53.000,2021-02-17 03:22:34.000,2021-01-29 10:23:41.000,1517.0,632.0,4556.0,2021-01-29 12:46:57.000,2.10.1,101.0,779.0,conda-forge/buildbot,,buildbot,639.0,21491.0,1134.0,242.0,https://pypi.org/project/buildbot,2021-01-29 12:46:57.000,892.0,2291.0,4090.0,https://anaconda.org/conda-forge/buildbot,2021-01-29 14:52:14.693,25544.0,2.0,14096.0,,,,,,,,,
45,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 08:26:59.000,2021-02-18 11:08:13.000,2021-02-18 10:28:40.000,312.0,337.0,2411.0,2018-05-05 15:05:40.000,2.11.1,36.0,112.0,conda-forge/factory_boy,,factory_boy,142.0,873.0,4256.0,,https://pypi.org/project/factory_boy,2018-05-05 15:05:40.000,4256.0,565752.0,566785.0,https://anaconda.org/conda-forge/factory_boy,2020-10-05 10:08:00.894,54788.0,2.0,,,,,,,,,,
46,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,54.0,1194.0,4512.0,2448.0,https://pypi.org/project/logbook,2019-10-16 18:14:55.000,2064.0,144706.0,146029.0,https://anaconda.org/conda-forge/logbook,2021-01-11 05:40:29.145,30365.0,2.0,244.0,,,,,,,,,
47,nose,https://github.com/nose-devs/nose,,nose is nicer testing for python.,testing,30,False,nose-devs/nose,https://github.com/nose-devs/nose,LGPL-2.1+,2011-12-13 19:36:32.000,2020-10-11 16:52:20.277,2016-03-04 01:16:26.000,358.0,460.0,1326.0,2015-06-02 09:12:36.000,1.3.7,14.0,95.0,conda-forge/nose,,nose,447.0,1004.0,189977.0,103503.0,https://pypi.org/project/nose,2015-06-02 09:12:36.000,86474.0,1704013.0,1732794.0,https://anaconda.org/conda-forge/nose,2020-10-11 16:52:20.277,1640572.0,2.0,,,,,,,,,,
48,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 00:40:32.000,2021-02-08 17:03:54.000,2021-02-08 17:03:46.000,88.0,84.0,988.0,2021-01-10 22:17:10.000,3.5.1,50.0,50.0,conda-forge/pytest-mock,['pytest'],pytest-mock,11.0,394.0,20572.0,14392.0,https://pypi.org/project/pytest-mock,2021-01-10 22:17:10.000,6180.0,1307449.0,1320751.0,https://anaconda.org/conda-forge/pytest-mock,2021-01-11 11:41:18.792,731652.0,2.0,,,,,,,,,,
49,tabulate,https://github.com/astanin/python-tabulate,,"Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from..",logging,30,True,astanin/python-tabulate,https://github.com/astanin/python-tabulate,MIT,2016-05-01 20:47:06.376,2021-02-18 03:41:58.738,2021-02-18 00:37:57.000,56.0,44.0,701.0,2020-03-22 17:02:41.000,0.8.7,23.0,65.0,conda-forge/tabulate,,tabulate,33.0,482.0,45346.0,37244.0,https://pypi.org/project/tabulate,2020-03-22 17:02:41.000,8102.0,6274840.0,6288452.0,https://anaconda.org/conda-forge/tabulate,2021-02-18 03:41:58.738,775911.0,2.0,,,,,,,,,,
50,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 18:51:45.000,2021-02-11 11:27:08.000,2021-02-11 11:27:08.000,140.0,223.0,661.0,2021-02-09 21:06:38.000,2.2.1,55.0,71.0,conda-forge/pytest-xdist,['pytest'],pytest-xdist,181.0,845.0,22103.0,14761.0,https://pypi.org/project/pytest-xdist,2021-02-09 21:06:38.000,7342.0,1600682.0,1619524.0,https://anaconda.org/conda-forge/pytest-xdist,2021-02-10 14:13:48.139,1036320.0,2.0,,,,,,,,,,
51,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 20:48:39.000,2021-02-09 00:01:56.000,2021-02-09 00:01:32.000,163.0,132.0,452.0,2021-01-12 01:39:43.000,3.0.0,37.0,54.0,,['pytest'],coveralls,3.0,376.0,33512.0,16504.0,https://pypi.org/project/coveralls,2021-01-12 01:39:43.000,17008.0,203793.0,203793.0,,,,2.0,,,TheKevJames/coveralls-python,,,,,,,
52,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 19:22:42.000,2021-02-16 05:35:31.000,2021-01-23 03:26:17.000,156.0,178.0,396.0,2020-12-13 15:24:58.000,3.1.1,44.0,43.0,conda-forge/pytest-html,['pytest'],pytest-html,72.0,376.0,8586.0,7602.0,https://pypi.org/project/pytest-html,2020-12-13 15:24:58.000,984.0,672734.0,674916.0,https://anaconda.org/conda-forge/pytest-html,2020-12-13 19:43:13.698,98212.0,2.0,,,,,,,,,,
53,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 08:49:15.000,2021-02-17 14:13:10.000,2021-02-07 15:16:20.000,1165.0,1127.0,17862.0,2021-01-23 16:50:31.000,3.1.6,53.0,136.0,conda-forge/glances,,glances,193.0,3871.0,324.0,274.0,https://pypi.org/project/glances,2021-02-07 15:19:12.000,50.0,45801.0,47880.0,https://anaconda.org/conda-forge/glances,2021-02-07 19:32:17.197,122332.0,1.0,417.0,,,,,,,,,
54,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 18:22:31.000,2021-02-17 13:00:40.000,2021-02-05 20:54:31.000,779.0,365.0,11465.0,2020-04-23 19:07:36.000,0.30.0,67.0,123.0,conda-forge/yapf,,yapf,298.0,,20396.0,16990.0,https://pypi.org/project/yapf,2020-04-23 19:07:36.000,3406.0,390722.0,400126.0,https://anaconda.org/conda-forge/yapf,2020-07-28 15:36:35.387,526646.0,3.0,,,,,,,,,,
55,pudb,https://github.com/inducer/pudb,,Full-screen console debugger for Python.,debugging,29,True,inducer/pudb,https://github.com/inducer/pudb,MIT,2011-05-13 23:44:30.000,2021-02-14 17:53:34.000,2021-02-02 05:06:21.000,167.0,128.0,1966.0,2017-09-02 18:52:28.000,2017.1.4,68.0,68.0,conda-forge/pudb,,pudb,138.0,922.0,3643.0,2217.0,https://pypi.org/project/pudb,2020-12-21 04:20:59.000,1426.0,591748.0,593396.0,https://anaconda.org/conda-forge/pudb,2020-04-15 19:25:06.154,90658.0,1.0,,,,,,,,,,
56,rope,https://github.com/python-rope/rope,,a python refactoring library.,refactoring,29,True,python-rope/rope,https://github.com/python-rope/rope,LGPL-3.0,2013-11-30 15:30:20.000,2021-02-09 20:39:53.000,2021-02-09 20:39:53.000,119.0,106.0,1080.0,2020-10-07 16:08:59.000,0.18.0,19.0,61.0,conda-forge/rope,,rope,75.0,1870.0,28658.0,25726.0,https://pypi.org/project/rope,2020-10-07 16:08:59.000,2932.0,118326.0,128800.0,https://anaconda.org/conda-forge/rope,2020-10-07 18:16:45.645,481826.0,1.0,,,,,,,,,,
57,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 05:12:26.000,2021-01-18 15:09:26.000,2020-10-12 16:12:03.000,135.0,45.0,905.0,2020-10-12 16:26:53.000,2.0.1,19.0,43.0,conda-forge/python-json-logger,,python-json-logger,16.0,179.0,13442.0,12524.0,https://pypi.org/project/python-json-logger,2020-10-12 16:26:53.000,918.0,901269.0,912080.0,https://anaconda.org/conda-forge/python-json-logger,2020-10-12 23:31:31.855,497343.0,2.0,,,,,,,,,,
58,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 17:57:21.000,2021-01-15 07:18:37.000,2021-01-14 12:46:28.000,69.0,49.0,670.0,2021-01-14 12:47:43.000,4.7.2,51.0,29.0,conda-forge/colorlog,,colorlog,10.0,175.0,12475.0,8809.0,https://pypi.org/project/colorlog,2021-01-14 12:47:43.000,3666.0,1075943.0,1081248.0,https://anaconda.org/conda-forge/colorlog,2021-01-14 16:17:27.231,307697.0,2.0,,,,,,,,,,
59,alabaster,https://github.com/bitprophet/alabaster,,"Lightweight, configurable Sphinx theme. Now the Sphinx default!.",documentation,29,False,bitprophet/alabaster,https://github.com/bitprophet/alabaster,BSD-3-Clause,2013-12-07 00:03:15.000,2020-07-22 08:04:58.000,2020-01-10 23:50:18.000,151.0,50.0,589.0,2018-10-03 01:39:17.000,0.7.12,24.0,28.0,conda-forge/alabaster,['sphinx'],alabaster,75.0,350.0,55114.0,40216.0,https://pypi.org/project/alabaster,2018-10-03 01:39:17.000,14898.0,1400203.0,1435263.0,https://anaconda.org/conda-forge/alabaster,2018-10-03 15:29:30.017,1928328.0,2.0,,,,,,,,,,
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 22:49:43.000,2021-02-11 01:58:39.000,2021-02-10 23:07:23.000,134.0,133.0,272.0,2021-01-29 20:27:31.000,20.9,35.0,62.0,conda-forge/packaging,,packaging,50.0,,202448.0,173248.0,https://pypi.org/project/packaging,2021-01-29 20:24:35.000,29200.0,16034426.0,16140252.0,https://anaconda.org/conda-forge/packaging,2021-02-04 17:30:01.516,5926113.0,1.0,53.0,,,,,,,,,
61,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 22:40:09.000,2020-12-30 23:50:52.000,2020-12-30 23:50:51.000,43.0,72.0,174.0,2020-12-30 23:17:52.000,1.4.2,28.0,19.0,,,typed_ast,4.0,167.0,10362.0,,https://pypi.org/project/typed_ast,2020-12-30 23:17:52.000,10362.0,5073482.0,5073482.0,,,,1.0,,,,,,,,,,
62,PySnooper,https://github.com/cool-RR/PySnooper,,Never use print for debugging again.,debugging,28,True,cool-RR/PySnooper,https://github.com/cool-RR/PySnooper,MIT,2019-04-18 13:55:43.000,2020-12-28 18:13:10.000,2020-12-28 18:13:09.000,876.0,90.0,14199.0,2020-09-14 09:47:00.000,0.4.2,53.0,25.0,conda-forge/pysnooper,,pysnooper,17.0,288.0,391.0,345.0,https://pypi.org/project/pysnooper,2020-09-14 09:47:00.000,46.0,18253.0,19745.0,https://anaconda.org/conda-forge/pysnooper,2020-09-14 13:44:42.361,31335.0,2.0,,,,,,,,,,
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 02:22:15.000,2021-02-13 00:48:22.000,2021-02-13 00:48:22.000,231.0,129.0,6544.0,2021-01-17 20:43:32.000,0.3.4,27.0,22.0,,,py-spy,58.0,355.0,647.0,597.0,https://pypi.org/project/py-spy,2021-01-17 20:43:46.000,50.0,174912.0,175142.0,,,,2.0,4379.0,,,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 16:38:14.000,2021-02-12 06:19:05.000,2020-05-18 23:46:19.000,201.0,63.0,3202.0,2019-11-14 11:06:56.000,0.4.10,38.0,36.0,conda-forge/pipreqs,,pipreqs,93.0,260.0,4731.0,4203.0,https://pypi.org/project/pipreqs,2019-11-14 11:00:54.000,528.0,27891.0,28260.0,https://anaconda.org/conda-forge/pipreqs,2019-11-14 14:53:43.131,19609.0,3.0,,,,,,,,,,
65,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 21:04:25.000,2021-02-17 07:18:49.000,2021-02-17 07:18:47.000,263.0,855.0,1380.0,2021-02-12 10:16:31.000,0.15.1,50.0,138.0,,,wemake-python-styleguide,69.0,1573.0,271.0,257.0,https://pypi.org/project/wemake-python-styleguide,2021-02-12 10:16:31.000,14.0,18814.0,18814.0,,,,2.0,,1.0,,,,,,,,
66,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 18:58:58.000,2021-02-01 14:49:39.000,2020-09-28 16:15:09.000,87.0,124.0,1182.0,2020-09-18 13:15:32.000,4.3.2,45.0,41.0,conda-forge/radon,,radon,21.0,501.0,2700.0,1602.0,https://pypi.org/project/radon,2020-09-18 13:15:32.000,1098.0,100270.0,100909.0,https://anaconda.org/conda-forge/radon,2020-09-18 20:13:31.841,25598.0,1.0,,,,,,,,,,
67,pydocstyle,https://github.com/PyCQA/pydocstyle,,docstring style checker.,linters,28,True,PyCQA/pydocstyle,https://github.com/PyCQA/pydocstyle,MIT,2012-01-31 17:18:23.000,2020-09-21 00:19:01.000,2020-09-19 00:07:00.000,144.0,187.0,746.0,2020-08-29 20:58:00.000,5.1.1,14.0,71.0,conda-forge/pydocstyle,,pydocstyle,69.0,693.0,18393.0,14473.0,https://pypi.org/project/pydocstyle,2020-08-29 20:56:43.000,3920.0,526205.0,531621.0,https://anaconda.org/conda-forge/pydocstyle,2020-08-30 00:38:13.707,297885.0,2.0,51.0,,,,,,,,,
68,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 01:03:15.000,74.0,92.0,672.0,2020-06-23 22:10:28.000,0.14.0,18.0,26.0,conda-forge/pytest-asyncio,['pytest'],pytest-asyncio,59.0,157.0,11418.0,9390.0,https://pypi.org/project/pytest-asyncio,2020-06-23 22:10:28.000,2028.0,511447.0,518289.0,https://anaconda.org/conda-forge/pytest-asyncio,2020-10-30 17:49:56.641,307908.0,2.0,,,,,,,,,,
69,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 15:33:15.000,2021-02-14 18:25:04.000,2021-01-30 19:42:34.000,131.0,193.0,660.0,2021-01-27 21:57:28.000,0.10.0,26.0,70.0,conda-forge/nose2,,nose2,55.0,988.0,5413.0,3475.0,https://pypi.org/project/nose2,2021-01-27 21:57:28.000,1938.0,109537.0,110315.0,https://anaconda.org/conda-forge/nose2,2020-02-02 06:02:02.004,25678.0,2.0,,1.0,,,,,,,,
70,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 18:52:25.000,2021-02-18 11:01:42.000,2021-02-16 15:26:15.000,136.0,314.0,514.0,2021-02-16 15:27:55.000,4.27.0,54.0,89.0,conda-forge/breathe,,breathe,89.0,1378.0,6001.0,3993.0,https://pypi.org/project/breathe,2021-02-16 15:27:55.000,2008.0,35753.0,39087.0,https://anaconda.org/conda-forge/breathe,2021-02-17 04:08:50.258,173377.0,2.0,,,,,,,,,,
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 20:54:43.000,2021-02-16 20:35:35.000,2021-02-16 20:35:35.000,38.0,48.0,510.0,2020-11-23 23:15:47.000,20.11.1,29.0,33.0,conda-forge/flake8-bugbear,['flake8'],flake8-bugbear,35.0,152.0,4081.0,3041.0,https://pypi.org/project/flake8-bugbear,2020-11-23 23:15:47.000,1040.0,249873.0,260664.0,https://anaconda.org/conda-forge/flake8-bugbear,2020-11-24 05:42:24.272,194254.0,2.0,,,,,,,,,,
72,setuptools_scm,https://github.com/pypa/setuptools_scm,,the blessed package to manage your versions by scm tags.,build-tools,28,True,pypa/setuptools_scm,https://github.com/pypa/setuptools_scm,MIT,2015-07-01 17:57:56.000,2021-02-09 08:38:20.000,2021-02-09 08:38:20.000,126.0,250.0,430.0,2020-12-13 22:17:40.000,5.0.1,47.0,78.0,conda-forge/setuptools_scm,,setuptools_scm,60.0,948.0,694.0,,https://pypi.org/project/setuptools_scm,2018-08-09 06:35:57.000,694.0,5130165.0,5139638.0,https://anaconda.org/conda-forge/setuptools_scm,2020-12-14 03:19:38.747,558957.0,2.0,,,,,,,,,,
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 02:39:17.000,2021-02-09 21:36:16.000,2021-02-09 21:36:16.000,57.0,26.0,377.0,2020-11-14 08:08:43.000,2.0.0,13.0,27.0,conda-forge/prettytable,,prettytable,15.0,303.0,14484.0,14484.0,https://pypi.org/project/prettytable,2020-11-14 08:08:43.000,0.0,1112035.0,1116281.0,https://anaconda.org/conda-forge/prettytable,2020-11-14 10:12:39.810,237819.0,3.0,,,,,,,,,,
74,hacking,https://github.com/openstack/hacking,,OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org.,linters,28,True,openstack/hacking,https://github.com/openstack/hacking,Apache-2.0,2013-03-26 21:09:28.000,2021-01-26 20:37:53.000,2021-01-26 20:37:07.000,68.0,,211.0,2020-11-12 11:18:09.000,4.0.0,36.0,175.0,,['flake8'],hacking,,1042.0,8690.0,,https://pypi.org/project/hacking,2020-11-12 11:18:09.000,8690.0,44386.0,44386.0,,,,2.0,,,,,,,,,,
75,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 03:38:46.000,2021-02-18 05:36:41.000,2021-02-18 05:36:34.000,285.0,1273.0,6335.0,2021-02-17 08:05:33.000,1.1.112,196.0,51.0,,,,8.0,3009.0,45.0,41.0,,,,,38441.0,,,,2.0,,,,,pyright,https://www.npmjs.com/package/pyright,2021-02-17 07:59:04.178,4.0,38441.0,
76,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 17:31:36.000,2021-02-18 06:54:37.000,2021-02-18 06:54:31.000,304.0,175.0,5174.0,2021-01-16 01:04:47.000,0.0.59,55.0,143.0,,,pyre-check,65.0,8513.0,46.0,,https://pypi.org/project/pyre-check,2021-01-16 01:04:47.000,46.0,5853.0,5853.0,,,,2.0,,,,,,,,,,
77,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 15:40:33.000,2021-02-18 11:59:00.000,2021-02-15 11:08:22.000,264.0,643.0,3843.0,2021-02-09 11:28:53.000,0.6.12,136.0,90.0,conda-forge/nuitka,,nuitka,171.0,7403.0,54.0,,https://pypi.org/project/nuitka,2021-02-14 16:11:40.000,54.0,6558.0,10819.0,https://anaconda.org/conda-forge/nuitka,2021-02-16 19:17:42.848,247174.0,2.0,,,,,,,,,,
78,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,27,True,lk-geimfari/mimesis,https://github.com/lk-geimfari/mimesis,MIT,2016-09-09 21:41:22.000,2021-02-17 10:13:20.000,2021-02-01 21:32:06.000,268.0,275.0,3224.0,2020-12-21 11:12:37.000,4.1.3,30.0,106.0,,,mimesis,12.0,1925.0,84.0,,https://pypi.org/project/mimesis,2020-12-21 11:12:37.000,84.0,18892.0,18894.0,,,,2.0,152.0,,,,,,,,,
79,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 11:35:34.000,2021-01-08 15:51:12.000,2020-05-04 07:15:23.000,1343.0,2353.0,3144.0,2017-05-30 10:07:57.000,0.11.1,730.0,473.0,,,coala-bears,850.0,4469.0,218.0,10.0,https://pypi.org/project/coala-bears,2017-11-10 21:04:50.000,208.0,2745.0,2746.0,,,,2.0,135.0,,,,,,,,,
80,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 20:52:08.000,2021-02-17 04:28:22.000,2021-02-17 04:28:20.000,178.0,293.0,3115.0,2021-02-09 23:25:59.000,2021.2.9,87.0,57.0,conda-forge/pytype,,pytype,96.0,4047.0,88.0,,https://pypi.org/project/pytype,2021-02-09 23:25:59.000,88.0,40110.0,43461.0,https://anaconda.org/conda-forge/pytype,2020-10-13 18:48:00.617,30160.0,2.0,,,,,,,,,,
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 11:56:14.000,2020-12-03 12:57:49.000,2020-12-03 12:57:47.000,292.0,98.0,2734.0,2018-08-16 03:16:49.000,0.54.0,52.0,83.0,,,memory_profiler,82.0,618.0,534.0,,https://pypi.org/project/memory_profiler,2018-08-16 03:16:49.000,534.0,90304.0,90304.0,,,,2.0,,,,,,,,,,
82,pex,https://github.com/pantsbuild/pex,,A library and tool for generating .pex (Python EXecutable) files.,packaging,27,True,pantsbuild/pex,https://github.com/pantsbuild/pex,Apache-2.0,2014-07-21 17:06:12.000,2021-02-18 13:43:50.000,2021-02-17 13:00:47.000,190.0,510.0,1801.0,2021-02-07 20:42:46.000,2.1.30,119.0,95.0,,,pex,141.0,848.0,230.0,,https://pypi.org/project/pex,2021-02-07 20:42:30.000,230.0,49986.0,54093.0,,,,2.0,242363.0,,,,,,,,,
83,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,27,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 16:54:31.000,592.0,128.0,1605.0,2016-11-25 22:13:29.000,4.0.515,36.0,342.0,,,diamond,226.0,3219.0,85.0,54.0,https://pypi.org/project/diamond,2016-11-25 22:13:29.000,31.0,14586.0,14586.0,,,,2.0,,,,,,,,,,
84,structlog,https://github.com/hynek/structlog,,Structured Logging for Python.,logging,27,True,hynek/structlog,https://github.com/hynek/structlog,MIT,2013-08-13 15:55:58.000,2021-02-18 08:30:39.000,2021-02-18 08:30:30.000,133.0,140.0,1428.0,2020-12-31 11:39:01.000,20.2.0,22.0,71.0,conda-forge/structlog,,structlog,31.0,,4165.0,2959.0,https://pypi.org/project/structlog,2020-12-31 11:28:04.000,1206.0,403889.0,405504.0,https://anaconda.org/conda-forge/structlog,2021-01-04 12:27:27.303,88843.0,3.0,,-2.0,,,,,,,,
85,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 07:26:30.000,2020-12-30 15:25:53.000,2020-10-21 22:30:57.000,115.0,211.0,1379.0,2020-10-21 22:32:26.000,1.3.1,91.0,67.0,conda-forge/prospector,,prospector,40.0,1051.0,3218.0,2080.0,https://pypi.org/project/prospector,2020-10-21 22:31:43.000,1138.0,69340.0,69745.0,https://anaconda.org/conda-forge/prospector,2020-11-18 00:26:14.628,21904.0,2.0,,,,,,,,,,
86,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 22:55:54.000,2021-01-26 00:11:52.000,2021-01-26 00:11:51.000,387.0,108.0,1155.0,,,7.0,75.0,conda-forge/pyelftools,,pyelftools,49.0,567.0,2661.0,1777.0,https://pypi.org/project/pyelftools,2019-12-05 13:39:36.000,884.0,291812.0,292784.0,https://anaconda.org/conda-forge/pyelftools,2020-10-27 16:16:13.901,57369.0,2.0,,,,,,,,,,
87,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 22:12:34.579,2021-02-17 23:21:50.000,2021-02-16 02:03:04.000,208.0,2619.0,1064.0,2021-01-19 22:02:05.000,4.1.0,14.0,130.0,conda-forge/scons,,scons,664.0,6895.0,50.0,,https://pypi.org/project/scons,2019-12-17 02:49:51.000,50.0,59787.0,63023.0,https://anaconda.org/conda-forge/scons,2021-01-20 08:05:53.549,151431.0,3.0,347.0,,,,,,,,,
88,doit,https://github.com/pydoit/doit,,task management & automation tool.,build-tools,27,True,pydoit/doit,https://github.com/pydoit/doit,MIT,2014-02-14 22:21:23.000,2020-12-08 01:22:37.000,2020-09-01 16:32:08.000,114.0,185.0,956.0,2020-09-04 06:38:01.000,0.33.1,43.0,50.0,conda-forge/doit,,doit,65.0,1339.0,1122.0,656.0,https://pypi.org/project/doit,2020-09-04 06:38:01.000,466.0,31041.0,32169.0,https://anaconda.org/conda-forge/doit,2020-10-11 16:47:23.103,42901.0,3.0,,,,,,,,,,
89,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 13:22:56.000,2021-01-15 20:54:00.958,2021-01-15 19:24:46.000,79.0,68.0,955.0,2021-01-15 19:31:30.000,1.10.3,37.0,35.0,conda-forge/safety,,safety,40.0,369.0,2216.0,1672.0,https://pypi.org/project/safety,2021-01-12 20:37:26.000,544.0,195060.0,197748.0,https://anaconda.org/conda-forge/safety,2021-01-15 20:54:00.958,13718.0,2.0,22387.0,,,,,,,,,
90,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 07:27:43.000,2020-12-07 12:42:45.000,2020-12-07 12:38:07.000,129.0,126.0,767.0,2020-12-07 12:41:15.000,4.0.2,89.0,37.0,conda-forge/pytest-bdd,['pytest'],pytest-bdd,102.0,634.0,1431.0,1163.0,https://pypi.org/project/pytest-bdd,2020-12-07 12:41:15.000,268.0,58976.0,59914.0,https://anaconda.org/conda-forge/pytest-bdd,2020-02-03 16:53:59.114,19703.0,2.0,,,,,,,,,,
91,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 06:19:21.000,2020-09-09 14:31:33.844,2020-09-09 13:26:11.000,90.0,175.0,677.0,2020-09-09 13:36:59.000,3.53.1,94.0,38.0,conda-forge/progressbar2,,progressbar2,8.0,867.0,10009.0,7813.0,https://pypi.org/project/progressbar2,2020-09-09 13:28:47.000,2196.0,368439.0,372874.0,https://anaconda.org/conda-forge/progressbar2,2020-09-09 14:31:33.844,228704.0,3.0,1564.0,,,,,,,,,
92,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 20:46:30.000,2020-12-23 06:06:36.000,2020-12-09 16:11:46.000,41.0,30.0,583.0,2020-11-27 15:28:40.000,1.3.2,17.0,21.0,conda-forge/yappi,,yappi,10.0,635.0,1002.0,362.0,https://pypi.org/project/yappi,2020-11-27 15:28:40.000,640.0,62520.0,63947.0,https://anaconda.org/conda-forge/yappi,2020-11-28 16:22:51.992,62808.0,2.0,,,,,,,,,,
93,astor,https://github.com/berkerpeksag/astor,,Python AST read/write.,ast,27,False,berkerpeksag/astor,https://github.com/berkerpeksag/astor,BSD-3-Clause,2012-09-19 23:02:51.000,2020-12-23 02:40:21.000,2020-01-08 07:29:19.000,78.0,67.0,556.0,2019-12-10 01:50:33.000,0.8.1,14.0,28.0,conda-forge/astor,,astor,35.0,258.0,3756.0,,https://pypi.org/project/astor,2019-12-10 01:50:33.000,3756.0,1312054.0,1334811.0,https://anaconda.org/conda-forge/astor,2020-07-01 13:36:26.971,1046866.0,2.0,,,,,,,,,,
94,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 06:35:15.000,2021-01-14 15:28:53.000,2021-01-10 12:24:27.000,94.0,145.0,448.0,2021-01-10 12:27:12.000,2.4.2,48.0,55.0,conda-forge/pylint-django,['pylint'],pylint-django,24.0,529.0,14225.0,11979.0,https://pypi.org/project/pylint-django,2021-01-10 12:25:25.000,2246.0,228299.0,229631.0,https://anaconda.org/conda-forge/pylint-django,2021-01-12 09:07:20.984,71367.0,2.0,180.0,,,,,,,,,
95,python-coloredlogs,https://github.com/xolox/python-coloredlogs,,Colored terminal output for Python's logging module.,logging,27,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 13:09:55.000,35.0,49.0,400.0,2018-04-29 22:06:15.000,9.3.1,62.0,16.0,,,coloredlogs,20.0,271.0,8884.0,6788.0,https://pypi.org/project/coloredlogs,2020-12-10 13:10:51.000,2096.0,572538.0,572538.0,,,,3.0,,,,,,,,,,
96,ddt,https://github.com/datadriventests/ddt,,Data-Driven Tests for Python Unittest.,testing,27,True,datadriventests/ddt,https://github.com/datadriventests/ddt,MIT,2012-02-11 22:57:10.000,2021-01-25 21:51:42.000,2021-01-16 19:12:31.000,95.0,29.0,380.0,2020-05-15 02:43:35.000,1.4.1,26.0,33.0,conda-forge/ddt,,ddt,16.0,208.0,5790.0,3306.0,https://pypi.org/project/ddt,2020-05-15 02:43:35.000,2484.0,94630.0,95777.0,https://anaconda.org/conda-forge/ddt,2020-05-15 03:17:11.932,53918.0,2.0,,,,,,,,,,
97,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 17:22:54.000,37.0,33.0,374.0,2017-01-26 22:13:14.000,0.6.1,11.0,19.0,conda-forge/mccabe,,mccabe,7.0,128.0,205585.0,174575.0,https://pypi.org/project/mccabe,2017-01-26 22:13:14.000,31010.0,5626917.0,5666288.0,https://anaconda.org/conda-forge/mccabe,2018-07-08 18:43:04.536,2204823.0,2.0,,,,,,,,,,
98,pyenv,https://github.com/pyenv/pyenv,,Simple Python version management.,virtual-envs,26,True,pyenv/pyenv,https://github.com/pyenv/pyenv,MIT,2012-08-31 06:57:52.000,2021-02-17 20:06:12.000,2021-02-17 16:32:41.000,1932.0,962.0,22445.0,2021-02-17 16:49:00.000,1.2.23,31.0,308.0,,,pyenv,295.0,2406.0,1.0,,https://pypi.org/project/pyenv,2019-01-12 14:42:27.000,1.0,2835.0,2835.0,,,,2.0,,,,,,,,,,
99,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 21:22:27.000,2021-02-03 11:02:15.000,2020-11-19 11:50:56.000,64.0,147.0,1299.0,2020-09-06 10:57:48.000,3.0.0,38.0,41.0,conda-forge/flit,,flit,70.0,847.0,226.0,,https://pypi.org/project/flit,2020-09-06 10:57:48.000,226.0,15881.0,17333.0,https://anaconda.org/conda-forge/flit,2020-10-14 10:18:51.643,69739.0,3.0,,,,,,,,,,
100,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 11:38:06.000,2021-02-17 21:26:59.000,2020-10-18 16:56:10.000,233.0,389.0,1282.0,2020-10-06 16:13:40.000,0.12.10,466.0,35.0,,,pybuilder,87.0,1284.0,110.0,,https://pypi.org/project/pybuilder,2021-02-17 21:26:59.000,110.0,5597.0,5597.0,,,,3.0,,,,,,,,,,
101,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 15:53:37.000,66.0,128.0,1187.0,2021-01-16 17:51:40.000,2.3,41.0,27.0,conda-forge/vulture,,vulture,10.0,678.0,1192.0,832.0,https://pypi.org/project/vulture,2021-01-15 17:30:03.000,360.0,49750.0,50477.0,https://anaconda.org/conda-forge/vulture,2020-08-11 23:14:02.062,39295.0,2.0,,,,,,,,,,
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 10:55:33.000,2021-02-10 17:19:12.000,2020-11-02 10:37:12.000,68.0,74.0,715.0,2020-01-10 10:25:10.000,3.2.3,39.0,29.0,conda-forge/pytest-benchmark,['pytest'],pytest-benchmark,66.0,953.0,2297.0,1567.0,https://pypi.org/project/pytest-benchmark,2020-01-10 10:25:10.000,730.0,113101.0,119634.0,https://anaconda.org/conda-forge/pytest-benchmark,2020-03-24 11:45:49.727,385487.0,3.0,,,,,,,,,,
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 13:42:16.000,2020-12-30 21:40:44.000,2020-11-22 13:22:19.000,38.0,105.0,673.0,2019-04-18 20:10:18.000,0.10.0,25.0,39.0,conda-forge/pdbpp,,pdbpp,51.0,682.0,2853.0,1897.0,https://pypi.org/project/pdbpp,2019-10-04 12:04:09.000,956.0,67748.0,68953.0,https://anaconda.org/conda-forge/pdbpp,2019-05-07 20:32:36.208,50627.0,2.0,,,,,,,,,,
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 18:04:51.000,48.0,68.0,673.0,2020-04-26 13:34:09.000,0.9.3,24.0,38.0,conda-forge/pytest-sugar,['pytest'],pytest-sugar,35.0,344.0,11352.0,6772.0,https://pypi.org/project/pytest-sugar,2020-04-26 13:34:09.000,4580.0,177738.0,179860.0,https://anaconda.org/conda-forge/pytest-sugar,2020-09-18 13:41:24.029,89134.0,3.0,,,,,,,,,,
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 19:17:09.000,181.0,78.0,575.0,2019-03-29 17:36:17.000,0.7.0,55.0,37.0,,['sphinx'],sphinx-bootstrap-theme,47.0,393.0,2675.0,1903.0,https://pypi.org/project/sphinx-bootstrap-theme,2019-03-29 17:36:17.000,772.0,18135.0,18135.0,,,,2.0,,,,,,,,,,
106,PyHamcrest,https://github.com/hamcrest/PyHamcrest,,Hamcrest matchers for Python.,testing,26,True,hamcrest/PyHamcrest,https://github.com/hamcrest/PyHamcrest,BSD-3-Clause,2010-12-24 02:55:56.000,2020-10-30 10:46:27.000,2020-10-23 23:38:43.000,79.0,40.0,523.0,2020-03-02 14:42:32.000,2.0.2,22.0,34.0,conda-forge/pyhamcrest,,pyhamcrest,10.0,531.0,3392.0,,https://pypi.org/project/pyhamcrest,2020-03-02 14:42:32.000,3392.0,942934.0,948634.0,https://anaconda.org/conda-forge/pyhamcrest,2020-03-02 15:36:14.195,324914.0,3.0,,,,,,,,,,
107,buildout,https://github.com/buildout/buildout,,Buildout is a deployment automation tool written in and extended with Python.,build-tools,26,False,buildout/buildout,https://github.com/buildout/buildout,ZPL-2.1,2012-03-25 21:47:18.000,2021-02-18 07:18:09.000,2020-10-13 15:54:13.000,170.0,184.0,503.0,2020-02-11 15:14:12.000,2.13.3,100.0,87.0,,,zc.buildout,138.0,1574.0,1974.0,,https://pypi.org/project/zc.buildout,2020-05-25 08:46:02.000,1974.0,50801.0,50801.0,,,,3.0,,,,,,,,,,
108,sphinx-autodoc-typehints,https://github.com/agronholm/sphinx-autodoc-typehints,,Type hints support for the Sphinx autodoc extension.,documentation,26,True,agronholm/sphinx-autodoc-typehints,https://github.com/agronholm/sphinx-autodoc-typehints,MIT,2015-09-21 20:41:41.000,2020-12-21 10:53:12.000,2020-10-12 20:32:13.000,60.0,66.0,308.0,2020-06-21 06:33:28.000,1.11.0,28.0,27.0,conda-forge/sphinx-autodoc-typehints,['sphinx'],sphinx-autodoc-typehints,39.0,157.0,1380.0,,https://pypi.org/project/sphinx-autodoc-typehints,2020-10-12 20:37:53.000,1380.0,80507.0,83971.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2020-10-12 21:34:27.077,135115.0,2.0,,,,,,,,,,
109,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 19:26:21.000,47.0,61.0,282.0,2020-06-16 23:48:52.000,0.11.1,21.0,26.0,conda-forge/pep8-naming,,pep8-naming,10.0,210.0,8752.0,5724.0,https://pypi.org/project/pep8-naming,2020-06-16 23:48:52.000,3028.0,285571.0,288537.0,https://anaconda.org/conda-forge/pep8-naming,2020-07-01 03:49:33.929,177962.0,2.0,,,,,,,,,,
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 18:11:19.000,36.0,21.0,155.0,2019-12-22 18:12:11.000,1.6.3,11.0,10.0,conda-forge/astunparse,,astunparse,14.0,86.0,13245.0,13063.0,https://pypi.org/project/astunparse,2019-12-22 18:12:11.000,182.0,1489628.0,1492458.0,https://anaconda.org/conda-forge/astunparse,2021-01-15 07:40:29.426,124559.0,3.0,,,,,,,,,,
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 20:24:53.000,22.0,20.0,101.0,2020-08-07 21:45:21.000,0.4.0,16.0,10.0,conda-forge/gast,,gast,4.0,80.0,51263.0,47875.0,https://pypi.org/project/gast,2020-08-07 21:45:21.000,3388.0,2767892.0,2797982.0,https://anaconda.org/conda-forge/gast,2020-08-07 22:36:47.303,992985.0,3.0,,,,,,,,,,
112,sqlmap,https://github.com/sqlmapproject/sqlmap,,Automatic SQL injection and database takeover tool.,security,25,True,sqlmapproject/sqlmap,https://github.com/sqlmapproject/sqlmap,GPL-3.0,2012-06-26 09:52:15.000,2021-02-16 13:27:10.000,2021-02-16 13:27:02.000,4187.0,4176.0,19391.0,2021-01-03 14:27:24.000,1.5,63.0,104.0,,,sqlmap,44.0,9714.0,8.0,,https://pypi.org/project/sqlmap,2021-01-03 14:25:31.000,8.0,1729.0,1729.0,,,,2.0,,,,,,,,,,
113,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 17:37:38.151,2021-01-25 15:17:17.000,2021-01-25 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,21.0,140.0,692.0,,https://pypi.org/project/line_profiler,2017-12-20 02:30:37.000,692.0,140525.0,143213.0,https://anaconda.org/conda-forge/line_profiler,2021-01-14 12:02:28.721,153251.0,3.0,,,,,,,,,,
114,pyinstrument,https://github.com/joerick/pyinstrument,,Call stack profiler for Python. Shows you why your code is slow!.,profiling,25,True,joerick/pyinstrument,https://github.com/joerick/pyinstrument,BSD-3-Clause,2014-03-13 17:53:13.000,2021-02-14 22:00:50.000,2021-02-14 21:12:30.000,95.0,53.0,2488.0,2020-08-21 11:12:14.000,3.1.4,26.0,22.0,conda-forge/pyinstrument,,pyinstrument,21.0,408.0,356.0,220.0,https://pypi.org/project/pyinstrument,2020-09-09 18:00:59.000,136.0,46690.0,47867.0,https://anaconda.org/conda-forge/pyinstrument,2020-12-17 19:08:06.344,62428.0,3.0,,,,,,,,,,
115,uiautomator,https://github.com/xiaocong/uiautomator,,Python wrapper of Android uiautomator test tool.,testing,25,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 01:36:32.000,571.0,114.0,1639.0,2020-11-16 03:43:07.000,1.0.2,41.0,13.0,,,uiautomator,165.0,316.0,302.0,180.0,https://pypi.org/project/uiautomator,2020-11-16 03:43:07.000,122.0,3256.0,3256.0,,,,3.0,,,,,,,,,,
116,stackprinter,https://github.com/cknd/stackprinter,,Debugging-friendly exceptions for Python.,logging,25,True,cknd/stackprinter,https://github.com/cknd/stackprinter,MIT,2018-09-05 10:58:47.000,2021-01-02 06:03:14.000,2021-01-01 18:48:26.000,31.0,12.0,1123.0,2020-10-31 13:10:42.000,0.2.5,14.0,6.0,,,stackprinter,9.0,159.0,51.0,47.0,https://pypi.org/project/stackprinter,2020-10-31 13:06:59.000,4.0,63772.0,63772.0,,,,3.0,,,,,,,,,,
117,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,25,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 19:16:49.000,67.0,46.0,735.0,2016-03-31 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 20:27:50.000,478.0,74887.0,78350.0,https://anaconda.org/conda-forge/pympler,2020-10-14 22:08:39.935,162799.0,3.0,,,,,,,,,,
118,green,https://github.com/CleanCut/green,,"Green is a clean, colorful, fast python test runner.",testing,25,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 17:20:18.000,73.0,158.0,689.0,2020-11-23 18:43:18.000,3.2.5,139.0,37.0,conda-forge/green,,green,12.0,1036.0,917.0,559.0,https://pypi.org/project/green,2020-11-23 18:43:18.000,358.0,5731.0,7346.0,https://anaconda.org/conda-forge/green,2020-11-12 18:09:27.157,66231.0,3.0,,,,,,,,,,
119,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 14:28:12.000,121.0,297.0,560.0,2020-05-16 12:35:26.000,0.4.2,16.0,53.0,conda-forge/asv,,asv,102.0,1887.0,219.0,131.0,https://pypi.org/project/asv,2020-05-16 12:33:41.000,88.0,4446.0,10788.0,https://anaconda.org/conda-forge/asv,2021-02-16 18:17:19.627,310791.0,3.0,,,,,,,,,,
120,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 20:36:43.000,49.0,40.0,547.0,2018-05-20 19:52:16.000,4.2.0,17.0,16.0,conda-forge/pytest-watch,['pytest'],pytest-watch,30.0,183.0,2195.0,1968.0,https://pypi.org/project/pytest-watch,2018-05-20 19:52:16.000,227.0,78664.0,79562.0,https://anaconda.org/conda-forge/pytest-watch,2021-01-18 20:02:36.906,33229.0,3.0,,,,,,,,,,
121,paver,https://github.com/paver/paver,,Python-based project scripting.,build-tools,25,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 19:24:52.000,76.0,90.0,438.0,2017-12-31 01:13:41.000,1.3.4,28.0,44.0,conda-forge/paver,,paver,36.0,525.0,1876.0,,https://pypi.org/project/paver,2017-12-31 01:13:41.000,1876.0,20346.0,20738.0,https://anaconda.org/conda-forge/paver,2018-07-24 12:48:36.122,20033.0,3.0,,,,,,,,,,
122,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 03:40:17.000,2020-12-27 17:36:41.000,2020-12-27 17:36:40.000,38.0,32.0,353.0,2019-08-04 15:14:24.000,1.3.1,36.0,17.0,conda-forge/autoflake,,autoflake,22.0,439.0,2478.0,1898.0,https://pypi.org/project/autoflake,2019-08-04 15:14:24.000,580.0,182084.0,185255.0,https://anaconda.org/conda-forge/autoflake,2019-04-25 16:08:45.978,69782.0,2.0,,,,,,,,,,
123,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 12:46:09.000,2021-02-14 00:00:42.000,2020-08-04 12:21:12.000,61.0,83.0,232.0,2019-03-04 08:39:11.000,0.18.1,34.0,40.0,conda-forge/flake8-import-order,['flake8'],flake8-import-order,11.0,274.0,1892.0,,https://pypi.org/project/flake8-import-order,2019-03-04 08:39:11.000,1892.0,144626.0,148193.0,https://anaconda.org/conda-forge/flake8-import-order,2019-03-06 03:48:48.199,181966.0,2.0,,,,,,,,,,
124,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 10:19:52.000,29.0,70.0,221.0,,,40.0,18.0,conda-forge/check-manifest,,check-manifest,14.0,517.0,6210.0,4406.0,https://pypi.org/project/check-manifest,2021-01-04 14:37:14.000,1804.0,90623.0,91426.0,https://anaconda.org/conda-forge/check-manifest,2021-01-04 16:36:49.618,20880.0,2.0,,,,,,,,,,
125,pytest-mypy,https://github.com/dbader/pytest-mypy,,Mypy static type checker plugin for Pytest.,testing,25,True,dbader/pytest-mypy,https://github.com/dbader/pytest-mypy,MIT,2016-09-29 14:39:23.000,2020-11-24 14:50:18.057,2020-11-13 23:44:03.000,31.0,33.0,185.0,2020-11-14 01:36:41.000,0.8.0,16.0,15.0,conda-forge/pytest-mypy,['pytest'],pytest-mypy,8.0,202.0,1185.0,919.0,https://pypi.org/project/pytest-mypy,2020-11-14 01:36:41.000,266.0,103022.0,103601.0,https://anaconda.org/conda-forge/pytest-mypy,2020-11-24 14:50:18.057,6952.0,3.0,,,,,,,,,,
126,playwright-python,https://github.com/microsoft/playwright-python,,Python version of the Playwright testing and automation library.,testing,24,True,microsoft/playwright-python,https://github.com/microsoft/playwright-python,Apache-2.0,2020-07-01 15:28:13.000,2021-02-18 08:39:18.000,2021-02-18 08:39:18.000,327.0,191.0,4087.0,2021-01-20 20:39:15.000,1.8.0a1,46.0,14.0,,,playwright,37.0,279.0,105.0,105.0,https://pypi.org/project/playwright,2021-01-20 20:41:12.000,0.0,8403.0,8403.0,,,,3.0,,,,,,,,,,
127,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 16:48:11.000,192.0,40.0,3867.0,2021-01-29 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 16:48:55.000,74.0,15721.0,15721.0,,,,3.0,,,,,,,,,,
128,alive-progress,https://github.com/rsalmei/alive-progress,,"A new kind of Progress Bar, with real time throughput, eta and very cool animations!.",logging,24,True,rsalmei/alive-progress,https://github.com/rsalmei/alive-progress,MIT,2019-08-05 05:54:30.000,2021-02-10 03:35:58.000,2021-01-08 01:36:09.000,51.0,41.0,1868.0,2021-01-08 01:37:28.000,1.6.2,19.0,1.0,conda-forge/alive-progress,,alive-progress,13.0,246.0,229.0,229.0,https://pypi.org/project/alive-progress,2021-01-08 01:37:28.000,0.0,8160.0,8646.0,https://anaconda.org/conda-forge/alive-progress,2021-01-08 03:33:35.990,5835.0,3.0,,,,,,,,,,
129,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 10:20:18.000,2021-02-15 16:32:35.000,2020-12-30 22:21:45.000,69.0,52.0,1796.0,2019-10-05 13:00:41.000,1.2.1,26.0,14.0,,,notifiers,35.0,377.0,117.0,111.0,https://pypi.org/project/notifiers,2019-10-05 13:00:41.000,6.0,100990.0,100990.0,,,,3.0,,,,,,,,,,
130,Bowler,https://github.com/facebookincubator/Bowler,,Safe code refactoring for modern Python.,refactoring,24,True,facebookincubator/Bowler,https://github.com/facebookincubator/Bowler,MIT,2018-06-07 21:44:17.000,2021-01-28 03:15:48.000,2021-01-25 20:45:44.000,85.0,33.0,1248.0,2020-09-17 01:55:39.000,0.9.0,8.0,26.0,conda-forge/bowler,,bowler,43.0,180.0,10.0,,https://pypi.org/project/bowler,2020-09-17 01:55:39.000,10.0,26509.0,26835.0,https://anaconda.org/conda-forge/bowler,2019-06-12 18:37:14.246,8803.0,2.0,,,,,,,,,,
131,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 13:05:10.000,2021-02-12 20:36:45.790,2021-02-12 17:19:28.000,62.0,232.0,1184.0,,,58.0,33.0,conda-forge/mamba,,,110.0,955.0,303.0,303.0,,,,,20049.0,https://anaconda.org/conda-forge/mamba,2021-02-12 20:36:45.790,461134.0,3.0,,,,,,,,,,
132,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 18:20:19.000,71.0,53.0,759.0,2018-11-02 11:01:56.000,7.6.6,97.0,38.0,,,pylama,61.0,689.0,2623.0,2220.0,https://pypi.org/project/pylama,2018-11-02 11:01:56.000,403.0,43164.0,43164.0,,,,3.0,,,,,,,,,,
133,typeguard,https://github.com/agronholm/typeguard,,Run-time type checker for Python.,debugging,24,True,agronholm/typeguard,https://github.com/agronholm/typeguard,MIT,2015-12-27 23:15:37.000,2021-02-17 00:33:38.677,2021-02-16 19:55:56.000,55.0,110.0,588.0,2021-02-16 20:04:08.000,2.11.1,39.0,16.0,conda-forge/typeguard,,typeguard,32.0,232.0,158.0,,https://pypi.org/project/typeguard,2021-02-16 20:04:08.000,158.0,432733.0,433865.0,https://anaconda.org/conda-forge/typeguard,2021-02-17 00:33:38.677,28303.0,3.0,,,,,,,,,,
134,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 04:02:58.000,2021-02-17 19:00:43.000,2021-02-14 02:27:10.000,82.0,144.0,491.0,2021-01-01 01:16:23.000,2020.12.31,18.0,53.0,conda-forge/nox,['pytest'],nox,50.0,,512.0,456.0,https://pypi.org/project/nox,2021-01-01 01:16:23.000,56.0,84547.0,85205.0,https://anaconda.org/conda-forge/nox,2021-01-06 20:13:32.270,18442.0,3.0,,-2.0,,,,,,,,
135,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 18:53:42.000,2021-02-11 15:40:58.000,2020-11-16 12:31:58.000,61.0,52.0,457.0,2020-11-16 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 12:35:41.000,220.0,7109.0,7109.0,,,,3.0,,,,,,,,,,
136,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 21:55:05.000,2021-02-18 05:16:56.000,2021-02-15 17:18:01.000,51.0,58.0,322.0,,,29.0,26.0,,,mypy-protobuf,8.0,248.0,210.0,186.0,https://pypi.org/project/mypy-protobuf,2021-02-04 23:42:23.000,24.0,215110.0,215110.0,,,,3.0,,,,,,,,,,
137,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,24,True,executablebooks/sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,MIT,2013-12-25 17:09:56.000,2021-02-06 10:28:27.000,2021-02-06 10:28:27.000,48.0,44.0,305.0,2017-07-05 10:52:34.000,0.7.1,13.0,17.0,conda-forge/sphinx-autobuild,['sphinx'],sphinx-autobuild,10.0,,4682.0,,https://pypi.org/project/sphinx-autobuild,2017-07-05 10:52:34.000,4682.0,60094.0,60967.0,https://anaconda.org/conda-forge/sphinx-autobuild,2020-12-16 17:57:16.464,40164.0,2.0,,-2.0,,,,,,,,
138,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 14:11:21.000,2021-02-17 05:45:27.000,2021-01-30 21:00:37.000,24.0,85.0,273.0,2021-01-30 20:56:42.000,1.6.0,46.0,20.0,conda-forge/darglint,,darglint,35.0,467.0,303.0,283.0,https://pypi.org/project/darglint,2021-01-30 20:56:42.000,20.0,44991.0,45468.0,https://anaconda.org/conda-forge/darglint,2021-01-30 22:55:47.068,8119.0,3.0,,,,,,,,,,
139,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 13:16:35.000,2021-02-16 19:34:08.000,2021-01-17 22:51:47.000,29.0,49.0,166.0,2021-01-23 13:49:12.000,0.10.2.0,6.0,12.0,,,py2exe,6.0,923.0,1197.0,1024.0,https://pypi.org/project/py2exe,2021-01-23 13:50:35.000,173.0,12393.0,12726.0,,,,2.0,7679.0,,,,,,,,,
140,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'],flake8-quotes,3.0,99.0,4204.0,2800.0,https://pypi.org/project/flake8-quotes,2020-05-12 23:46:28.000,1404.0,179511.0,182198.0,https://anaconda.org/conda-forge/flake8-quotes,2020-05-13 00:39:59.431,142423.0,3.0,,,,,,,,,,
141,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 08:04:26.000,34.0,37.0,100.0,2020-08-11 08:04:21.000,4.0.0,31.0,28.0,conda-forge/flake8-isort,['flake8'],flake8-isort,7.0,257.0,3408.0,2480.0,https://pypi.org/project/flake8-isort,2020-08-11 08:04:21.000,928.0,130212.0,130836.0,https://anaconda.org/conda-forge/flake8-isort,2020-08-11 09:43:27.627,9987.0,3.0,,,,,,,,,,
142,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 03:19:25.000,2021-01-26 22:38:51.000,2020-12-21 02:51:39.000,457.0,153.0,7813.0,2020-12-21 03:07:33.000,0.14.0.2,90.0,35.0,,,gdbgui,108.0,420.0,67.0,65.0,https://pypi.org/project/gdbgui,2020-12-21 02:53:00.000,2.0,6105.0,6455.0,,,,3.0,2454.0,,,,,,,,,
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 03:14:37.000,325.0,38.0,3478.0,2021-02-03 17:26:47.000,3.15.0,164.0,16.0,conda-forge/rebound,,rebound,20.0,166.0,30.0,16.0,https://pypi.org/project/rebound,2021-02-12 16:01:26.000,14.0,853.0,3044.0,https://anaconda.org/conda-forge/rebound,2021-02-12 20:08:59.862,98442.0,3.0,160.0,,,,,,,,,
144,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 00:19:00.000,2021-02-10 19:13:27.000,2021-02-10 00:35:30.000,121.0,102.0,3272.0,2020-05-18 19:40:30.000,20.5.0,20.0,35.0,conda-forge/monkeytype,,monkeytype,30.0,269.0,148.0,114.0,https://pypi.org/project/monkeytype,2020-05-18 19:40:30.000,34.0,5959.0,6725.0,https://anaconda.org/conda-forge/monkeytype,2020-05-19 00:57:07.937,28361.0,2.0,,,,,,,,,,
145,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 20:49:52.000,2021-01-29 18:56:38.000,2021-01-29 18:56:37.000,263.0,193.0,1848.0,2020-11-12 20:35:38.000,6.1.0,3.0,102.0,,['pytest'],pytest-testinfra,107.0,633.0,,,https://pypi.org/project/pytest-testinfra,2020-11-12 20:35:38.000,,36019.0,36019.0,,,,3.0,,,,,,,,,,
146,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 04:11:53.000,2021-02-17 05:42:52.000,2021-02-17 05:42:43.000,116.0,449.0,851.0,2021-02-01 05:33:37.000,6.6.1,218.0,13.0,,,pyarmor,14.0,3038.0,157.0,147.0,https://pypi.org/project/pyarmor,2021-02-01 05:33:37.000,10.0,14417.0,14417.0,,,,3.0,18.0,,,,,,,,,
147,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 17:42:44.000,66.0,46.0,571.0,2019-03-17 19:03:54.000,0.9.2,15.0,34.0,,,redbaron,59.0,1669.0,373.0,245.0,https://pypi.org/project/redbaron,2019-03-17 18:59:01.000,128.0,6345.0,6345.0,,,,2.0,,,,,,,,,,
148,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 21:40:48.000,2021-02-09 03:12:56.000,2020-12-27 18:10:35.000,27.0,22.0,200.0,2019-11-10 16:23:03.000,1.3.1,48.0,15.0,,,docformatter,18.0,441.0,613.0,503.0,https://pypi.org/project/docformatter,2020-12-27 18:11:12.000,110.0,20894.0,20894.0,,,,3.0,,,,,,,,,,
149,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 06:58:51.000,2021-01-26 02:15:06.000,2021-01-26 02:15:04.000,6.0,24.0,180.0,2020-10-12 08:27:22.000,1.0.0,10.0,9.0,,['flake8'],flake8-eradicate,2.0,274.0,72.0,,https://pypi.org/project/flake8-eradicate,2020-10-12 08:26:40.000,72.0,62120.0,62120.0,,,,3.0,,,,,,,,,,
150,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 12:14:38.000,19.0,25.0,119.0,2018-03-19 16:49:31.000,2.0.0,19.0,9.0,,['flake8'],flake8-commas,5.0,165.0,1819.0,1269.0,https://pypi.org/project/flake8-commas,2018-03-19 16:49:31.000,550.0,117406.0,117406.0,,,,3.0,,,,,,,,,,
151,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 22:10:33.000,2021-02-13 00:21:27.000,2021-02-13 00:21:27.000,27.0,41.0,115.0,2021-02-11 21:07:33.000,0.9.22,22.0,16.0,conda-forge/asteval,,asteval,4.0,380.0,732.0,494.0,https://pypi.org/project/asteval,2021-02-11 21:07:33.000,238.0,38143.0,40299.0,https://anaconda.org/conda-forge/asteval,2021-02-12 00:42:48.120,112120.0,3.0,,,,,,,,,,
152,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 10:47:31.000,6.0,193.0,108.0,2020-09-16 09:18:09.000,0.22,38.0,24.0,,,py2app,136.0,595.0,5163.0,3521.0,https://pypi.org/project/py2app,2021-01-02 09:31:59.000,1642.0,4904.0,4904.0,,,,2.0,,,,,,,,,,
153,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 17:41:25.000,2021-02-14 10:26:23.000,2021-02-14 10:26:20.000,203.0,174.0,5526.0,2021-01-25 16:52:51.000,1.0.61,46.0,27.0,,,bpytop,29.0,365.0,,,https://pypi.org/project/bpytop,2021-01-25 16:52:51.000,,4871.0,4871.0,,,,3.0,,,,,,,,,,
154,vprof,https://github.com/nvdv/vprof,,Visual profiler for Python.,profiling,22,True,nvdv/vprof,https://github.com/nvdv/vprof,BSD-2-Clause,2015-06-29 03:59:39.000,2020-11-08 14:27:24.000,2020-11-08 14:27:12.000,165.0,56.0,3714.0,2018-06-24 14:16:36.000,0.37.6,24.0,17.0,,,vprof,23.0,618.0,79.0,70.0,https://pypi.org/project/vprof,2020-02-29 13:31:59.000,9.0,1473.0,1473.0,,,,3.0,,,,,,,,,,
155,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 18:56:12.000,2021-01-29 20:28:19.000,2021-01-29 20:28:18.000,51.0,30.0,2242.0,2021-01-27 01:30:01.000,2.1.0,14.0,10.0,,,icecream,11.0,182.0,6.0,,https://pypi.org/project/icecream,2021-01-27 01:30:01.000,6.0,8749.0,8749.0,,,,3.0,,,,,,,,,,
156,pyt,https://github.com/python-security/pyt,,A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications.,security,22,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 21:43:06.000,224.0,75.0,2016.0,2018-11-01 16:02:57.000,0.42,15.0,22.0,,,python-taint,19.0,1576.0,51.0,40.0,https://pypi.org/project/python-taint,2018-11-01 16:02:04.000,11.0,914.0,916.0,,,,3.0,58.0,,,,,,,,,
157,sixpack,https://github.com/sixpack/sixpack,,Sixpack is a language-agnostic a/b-testing framework.,testing,22,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 00:32:16.000,185.0,125.0,1669.0,2017-11-22 14:27:35.000,2.7.0,37.0,55.0,,,sixpack,88.0,828.0,12.0,8.0,https://pypi.org/project/sixpack,2017-11-22 14:27:35.000,4.0,197.0,197.0,,,,3.0,,,,,,,,,,
158,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 17:50:31.000,2021-02-12 17:49:53.000,2021-02-08 17:21:48.000,60.0,144.0,848.0,2021-02-08 00:10:45.000,2.10.0,85.0,14.0,conda-forge/pyupgrade,,pyupgrade,21.0,601.0,10.0,,https://pypi.org/project/pyupgrade,2021-02-08 00:10:45.000,10.0,32985.0,39310.0,https://anaconda.org/conda-forge/pyupgrade,2021-02-08 02:18:35.520,158128.0,3.0,,,,,,,,,,
159,pdoc,https://github.com/mitmproxy/pdoc,,API Documentation for Python Projects.,documentation,22,True,mitmproxy/pdoc,https://github.com/mitmproxy/pdoc,Unlicense,2013-08-04 21:12:50.000,2021-02-18 14:31:27.000,2021-02-18 14:31:22.000,98.0,140.0,840.0,2021-02-14 21:02:25.000,6.3.1,52.0,26.0,,,pdoc,3.0,,570.0,282.0,https://pypi.org/project/pdoc,2021-02-14 21:02:25.000,288.0,6333.0,6333.0,,,,3.0,,,,,,,,,,
160,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 19:11:21.000,2021-02-09 10:21:43.000,2020-12-11 22:53:20.000,95.0,124.0,673.0,2020-07-03 08:11:24.000,2.5.1,20.0,26.0,,,pynsist,23.0,532.0,88.0,,https://pypi.org/project/pynsist,2020-11-05 21:10:48.000,88.0,2203.0,2203.0,,,,3.0,,,,,,,,,,
161,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 04:25:52.000,2021-02-18 04:54:06.000,2021-02-18 04:53:16.000,142.0,533.0,653.0,2021-01-24 10:58:47.000,6.5.3,15.0,86.0,conda-forge/cx_freeze,,cx_freeze,73.0,,153.0,,https://pypi.org/project/cx_freeze,2017-12-16 18:09:35.000,153.0,13115.0,15034.0,https://anaconda.org/conda-forge/cx_freeze,2021-01-05 08:47:35.640,47988.0,3.0,,,,,,,,,,
162,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 18:03:16.000,2021-02-11 09:41:50.000,2021-01-26 21:15:19.000,27.0,44.0,587.0,2020-10-24 15:25:27.000,3.3.1,41.0,6.0,,,hunter,34.0,902.0,88.0,54.0,https://pypi.org/project/hunter,2020-10-24 15:25:27.000,34.0,4892.0,4892.0,,,,3.0,,,,,,,,,,
163,pytest-testmon,https://github.com/tarpas/pytest-testmon,,Selects tests affected by changed files. Continous test runner when used with pytest-watch.,testing,22,True,tarpas/pytest-testmon,https://github.com/tarpas/pytest-testmon,AGPL-3.0,2015-02-02 14:21:10.000,2021-02-16 11:12:37.000,2021-02-16 10:23:24.000,25.0,71.0,466.0,2020-08-05 15:08:20.000,1.0.3,31.0,16.0,conda-forge/pytest-testmon,['pytest'],pytest-testmon,36.0,272.0,302.0,253.0,https://pypi.org/project/pytest-testmon,2019-11-27 13:50:53.000,49.0,23904.0,24657.0,https://anaconda.org/conda-forge/pytest-testmon,2019-08-03 00:17:17.063,27115.0,3.0,,,,,,,,,,
164,pytest-randomly,https://github.com/pytest-dev/pytest-randomly,,Pytest plugin to randomly order tests and control random.seed.,testing,22,True,pytest-dev/pytest-randomly,https://github.com/pytest-dev/pytest-randomly,MIT,2016-04-08 15:48:10.000,2021-02-13 12:46:02.000,2021-02-13 12:46:01.000,21.0,27.0,279.0,2020-11-16 10:02:15.000,3.5.0,20.0,15.0,,,pytest-randomly,7.0,,107.0,,https://pypi.org/project/pytest-randomly,2020-11-16 10:02:15.000,107.0,227701.0,227701.0,,,,3.0,,-2.0,,,,,,,,
165,baron,https://github.com/PyCQA/baron,,"IDE allow you to refactor code, Baron allows you to write refactoring code.",refactoring,22,True,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,46.0,1489.0,248.0,136.0,https://pypi.org/project/baron,2019-02-01 15:17:04.000,112.0,6585.0,6585.0,,,,3.0,,,,,,,,,,
166,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 12:15:56.000,2021-02-07 16:33:12.000,2021-02-07 16:33:11.000,12.0,28.0,245.0,2020-12-19 10:49:01.000,3.3.1,25.0,9.0,conda-forge/flake8-comprehensions,['flake8'],flake8-comprehensions,10.0,,714.0,,https://pypi.org/project/flake8-comprehensions,2020-12-19 10:49:01.000,714.0,175662.0,180869.0,https://anaconda.org/conda-forge/flake8-comprehensions,2020-12-20 00:33:24.687,265594.0,3.0,,,,,,,,,,
167,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 02:33:25.000,2021-02-07 05:11:12.000,2020-11-03 22:08:37.000,18.0,16.0,238.0,2020-11-03 22:11:18.000,1.3.2,12.0,8.0,,,interrogate,11.0,122.0,361.0,361.0,https://pypi.org/project/interrogate,2020-11-03 22:11:18.000,0.0,14859.0,14859.0,,,,3.0,,,,,,,,,,
168,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 03:27:03.000,35.0,42.0,153.0,2020-01-11 00:04:02.000,1.6.2,31.0,10.0,,['sphinx'],releases,28.0,520.0,1026.0,320.0,https://pypi.org/project/releases,2020-01-11 00:04:02.000,706.0,3825.0,3825.0,,,,3.0,,,,,,,,,,
169,xdoctest,https://github.com/Erotemic/xdoctest,,A rewrite of Python's builtin doctest module (with pytest plugin integration) but without all the weirdness.,testing,22,True,Erotemic/xdoctest,https://github.com/Erotemic/xdoctest,Apache-2.0,2017-09-24 01:59:02.000,2021-01-29 16:21:44.000,2021-01-29 16:06:28.000,4.0,16.0,88.0,2021-01-29 16:18:48.000,0.15.4,56.0,4.0,,,xdoctest,16.0,583.0,808.0,756.0,https://pypi.org/project/xdoctest,2021-01-29 16:18:48.000,52.0,17886.0,17886.0,,,,3.0,,,,,,,,,,conda-forge/xdoctest
170,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 03:16:49.000,534.0,90304.0,92153.0,https://anaconda.org/conda-forge/memory_profiler,2020-10-20 18:00:58.207,105444.0,3.0,,,,,,,,,,
171,Scalene,https://github.com/emeryberger/scalene,,"Scalene: a high-performance, high-precision CPU and memory profiler for Python.",profiling,21,True,emeryberger/scalene,https://github.com/emeryberger/scalene,Apache-2.0,2019-12-17 20:56:28.000,2021-02-17 00:16:27.000,2021-02-17 00:16:23.000,133.0,58.0,3693.0,2021-01-27 22:40:19.000,1.1.15,88.0,17.0,,,scalene,22.0,968.0,28.0,28.0,https://pypi.org/project/scalene,2021-01-27 22:40:19.000,0.0,1005.0,1005.0,,,,3.0,,,,,,,,,,
172,pipx,https://github.com/pipxproject/pipx,,Install and Run Python Applications in Isolated Environments.,dependency-managers,21,True,pipxproject/pipx,https://github.com/pipxproject/pipx,MIT,2018-10-06 18:47:46.000,2021-02-16 06:25:59.000,2021-02-16 04:35:23.000,146.0,286.0,3215.0,2021-01-16 07:52:21.000,0.16.0.0,41.0,53.0,,,pipx,64.0,415.0,2.0,,https://pypi.org/project/pipx,2021-01-16 08:17:57.000,2.0,18115.0,18115.0,,,,3.0,,,,,,,,,,
173,dephell,https://github.com/dephell/dephell,,"Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build..",dependency-managers,21,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 21:31:39.000,96.0,161.0,1677.0,2020-04-28 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 06:29:24.000,8.0,7117.0,7123.0,,,,3.0,122.0,,,,,,,,,
174,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 20:18:08.000,2021-02-06 00:39:39.000,2020-11-10 12:27:42.000,42.0,33.0,1173.0,2019-09-16 15:37:03.000,1.2.0,9.0,15.0,,,pyannotate,24.0,93.0,79.0,57.0,https://pypi.org/project/pyannotate,2019-09-16 15:37:03.000,22.0,1473.0,1473.0,,,,3.0,,,,,,,,,,
175,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 18:46:23.000,2021-02-11 20:10:00.000,2020-12-14 23:37:34.000,62.0,55.0,1122.0,2020-10-19 03:49:16.000,0.4.0,53.0,29.0,,,shiv,26.0,,10.0,,https://pypi.org/project/shiv,2020-10-19 03:49:16.000,10.0,2373.0,2379.0,,,,3.0,114.0,,,,,,,,,
176,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 19:59:49.000,127.0,28.0,736.0,2018-07-25 01:42:48.000,0.6.0,11.0,36.0,,,pycco,26.0,222.0,311.0,205.0,https://pypi.org/project/pycco,2018-07-25 01:42:48.000,106.0,846.0,846.0,,,,3.0,,,,,,,,,,
177,dlint,https://github.com/dlint-py/dlint,,Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure.,security,21,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 20:40:39.000,18.0,8480.0,8480.0,,,,3.0,,,,,,,,,,
178,dodgy,https://github.com/landscapeio/dodgy,,Looks at Python code to search for things which look dodgy such as passwords or diffs.,security,21,False,landscapeio/dodgy,https://github.com/landscapeio/dodgy,MIT,2013-12-25 12:22:20.000,2020-09-30 08:09:38.000,2019-12-31 16:45:20.000,15.0,2.0,88.0,2019-12-31 16:44:58.000,0.2.1,10.0,11.0,conda-forge/dodgy,,dodgy,8.0,64.0,1748.0,1224.0,https://pypi.org/project/dodgy,2019-12-31 16:44:58.000,524.0,70940.0,71337.0,https://anaconda.org/conda-forge/dodgy,2020-06-10 17:10:06.579,21485.0,3.0,,,,,,,,,,
179,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 08:34:28.000,15.0,30.0,58.0,2020-05-14 10:45:01.000,1.5.3,23.0,13.0,conda-forge/flake8-builtins,['flake8'],flake8-builtins,2.0,209.0,2137.0,1625.0,https://pypi.org/project/flake8-builtins,2020-05-14 10:45:01.000,512.0,124403.0,126456.0,https://anaconda.org/conda-forge/flake8-builtins,2020-05-18 15:22:26.836,104708.0,3.0,,,,,,,,,,
180,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 20:11:12.000,2021-01-07 06:30:51.000,2021-01-07 06:30:50.000,7.0,5.0,56.0,,,4.0,6.0,conda-forge/pylint-flask,['pylint'],pylint-flask,3.0,39.0,4536.0,4436.0,https://pypi.org/project/pylint-flask,2016-08-27 23:02:08.000,100.0,75294.0,76116.0,https://anaconda.org/conda-forge/pylint-flask,2019-02-02 18:28:49.934,44432.0,3.0,,,,,,,,,,
181,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 01:31:58.000,114.0,20.0,2993.0,2017-06-28 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 06:10:16.000,5.0,1659.0,1659.0,,,,3.0,,,,,,,,,,
182,pyrasite,https://github.com/lmacken/pyrasite,,Inject code into running Python processes.,debugging,20,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 17:42:17.000,185.0,14.0,2520.0,,,13.0,20.0,,,pyrasite,37.0,274.0,32.0,27.0,https://pypi.org/project/pyrasite,2012-05-09 19:11:33.000,5.0,4871.0,4871.0,,,,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 18:15:26.000,2021-01-27 14:50:49.000,2021-01-27 14:50:42.000,45.0,21.0,1426.0,2020-12-02 20:41:20.000,20.12.2,3.0,21.0,,,xar,8.0,54.0,13.0,13.0,https://pypi.org/project/xar,2020-12-02 20:41:20.000,,130.0,130.0,,,,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 05:14:04.000,2021-02-17 06:45:14.000,2021-02-17 06:44:25.000,52.0,25.0,708.0,2021-01-30 05:25:26.000,1.5.1,26.0,14.0,,,portray,16.0,216.0,8.0,,https://pypi.org/project/portray,2021-02-17 06:44:47.000,8.0,1992.0,1992.0,,,,3.0,,,,,,,,,,
185,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 18:09:09.000,2021-02-17 20:35:50.000,2021-02-17 20:35:50.000,30.0,109.0,292.0,2021-01-06 21:43:56.000,0.14.0,34.0,18.0,,['mkdocs'],mkdocstrings,43.0,384.0,0.0,,https://pypi.org/project/mkdocstrings,2021-01-06 21:43:56.000,0.0,10162.0,10162.0,,,,3.0,,,mkdocstrings/mkdocstrings,,,,,,,
186,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 14:39:02.000,124.0,31837.0,32098.0,https://anaconda.org/conda-forge/assertpy,2020-07-19 15:23:26.710,10192.0,3.0,,,,,,,,,,
187,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,,215.0,2021-01-11 18:40:32.000,0.9.0,28.0,15.0,,['flake8'],flakehell,4.0,368.0,0.0,,https://pypi.org/project/flakehell,2021-01-11 18:40:32.000,0.0,12329.0,12332.0,,,,3.0,50.0,,,,,,,,,
188,pytest-docker,https://github.com/avast/pytest-docker,,Docker-based integration tests.,testing,20,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 09:13:51.000,32.0,13.0,189.0,2020-09-22 09:28:03.000,0.10.1,13.0,9.0,,['pytest'],pytest-docker,16.0,56.0,14.0,,https://pypi.org/project/pytest-docker,2020-09-22 09:28:03.000,14.0,9866.0,9871.0,,,,3.0,66.0,,,,,,,,,
189,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 11:20:01.000,14.0,23.0,181.0,2019-10-08 16:24:35.000,0.7.0,17.0,7.0,conda-forge/xenon,,xenon,6.0,100.0,242.0,180.0,https://pypi.org/project/xenon,2020-09-16 09:47:41.000,62.0,17094.0,17342.0,https://anaconda.org/conda-forge/xenon,2019-10-12 20:39:43.883,9946.0,3.0,,,,,,,,,,
190,data-science-types,https://github.com/predictive-analytics-lab/data-science-types,,"Mypy stubs, i.e., type information, for numpy, pandas and matplotlib.",linters,20,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 17:29:00.000,57.0,23.0,180.0,2021-02-16 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 16:45:03.000,0.0,6955.0,6955.0,,,,3.0,,-3.0,,,,,,,,
191,pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,,It helps to use fixtures in pytest.mark.parametrize.,testing,20,True,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 17:56:35.000,11.0,19.0,170.0,2019-11-20 10:54:24.000,0.6.2,12.0,7.0,conda-forge/pytest-lazy-fixture,['pytest'],pytest-lazy-fixture,12.0,92.0,288.0,257.0,https://pypi.org/project/pytest-lazy-fixture,2020-02-01 18:04:00.000,31.0,48012.0,52946.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2020-02-01 18:49:47.818,226984.0,3.0,,,,,,,,,,
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 15:06:51.000,2021-01-06 17:14:12.000,2020-07-23 01:35:13.000,27.0,43.0,168.0,2020-07-23 01:35:39.000,0.5.8,22.0,9.0,,['mkdocs'],mkdocs-pdf-export-plugin,29.0,68.0,113.0,109.0,https://pypi.org/project/mkdocs-pdf-export-plugin,2020-07-23 01:35:04.000,4.0,4534.0,4534.0,,,,3.0,,,,,,,,,,
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 00:55:50.000,2021-02-08 17:21:34.000,2021-02-08 17:21:33.000,11.0,30.0,161.0,2021-01-24 18:14:07.000,2.1.0,30.0,9.0,,,add-trailing-comma,1.0,217.0,14.0,,https://pypi.org/project/add-trailing-comma,2021-01-24 18:14:07.000,14.0,2487.0,2487.0,,,,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 21:09:24.000,2020-12-22 01:59:58.000,2020-12-22 01:43:41.000,17.0,30.0,131.0,2020-12-22 02:04:30.000,2.5.0,16.0,2.0,,['mkdocs'],mkdocs-awesome-pages-plugin,5.0,53.0,363.0,273.0,https://pypi.org/project/mkdocs-awesome-pages-plugin,2020-12-22 01:59:58.000,90.0,8104.0,8104.0,,,,3.0,,,,,,,,,,
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 09:23:01.000,18.0,13.0,112.0,2020-10-01 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 09:33:03.000,156.0,68372.0,68372.0,,,,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'],flake8-black,4.0,85.0,626.0,590.0,https://pypi.org/project/flake8-black,2020-07-25 16:07:56.000,36.0,64742.0,68342.0,https://anaconda.org/conda-forge/flake8-black,2020-07-25 16:32:38.063,72008.0,3.0,,,,,,,,,,
197,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 21:49:39.000,63.0,25.0,1968.0,2020-11-24 01:10:26.000,1.2.19,42.0,4.0,,,pretty_errors,1.0,119.0,0.0,,https://pypi.org/project/pretty_errors,2020-11-24 01:10:26.000,0.0,5223.0,5223.0,,,,3.0,,,,,,,,,,
198,Birdseye,https://github.com/alexmojaki/birdseye,,Graphical Python debugger which lets you easily view the values of all evaluated expressions.,debugging,19,True,alexmojaki/birdseye,https://github.com/alexmojaki/birdseye,MIT,2017-07-22 18:49:20.000,2020-08-25 21:49:38.000,2020-08-25 21:35:41.000,70.0,26.0,1366.0,2020-08-25 21:49:38.000,0.8.4,35.0,8.0,,,birdseye,19.0,380.0,34.0,34.0,https://pypi.org/project/birdseye,2020-08-25 21:49:38.000,,443.0,443.0,,,,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 09:40:29.000,2021-01-21 18:28:17.000,2021-01-21 18:28:16.000,26.0,40.0,683.0,2020-11-21 15:09:28.000,0.2.9,23.0,21.0,,,pyflow,38.0,273.0,,,https://pypi.org/project/pyflow,2020-11-21 15:18:30.000,,59.0,209.0,,,,3.0,2704.0,,,,,,,,,
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 22:12:25.000,2020-10-31 17:54:07.000,2020-10-01 23:10:22.000,36.0,48.0,659.0,2020-09-02 06:33:11.000,1.19.0,45.0,14.0,,,wily,28.0,686.0,8.0,,https://pypi.org/project/wily,2020-09-02 06:33:11.000,8.0,1676.0,1676.0,,,,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 19:21:38.000,16.0,461.0,461.0,,,,3.0,,,,,,,,,,
202,python-manhole,https://github.com/ionelmc/python-manhole,,Debugging manhole for python applications.,debugging,19,False,ionelmc/python-manhole,https://github.com/ionelmc/python-manhole,BSD-2-Clause,2013-06-26 21:49:34.000,2019-12-10 10:02:01.000,2019-12-10 10:01:59.000,14.0,14.0,304.0,2019-01-20 11:58:25.000,1.6.0,20.0,9.0,,,manhole,6.0,459.0,130.0,64.0,https://pypi.org/project/manhole,2019-01-20 11:58:25.000,66.0,4212.0,4212.0,,,,3.0,,,,,,,,,,
203,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 06:52:50.000,2021-02-18 02:25:51.000,2021-02-18 02:25:15.000,116.0,191.0,289.0,2020-11-15 09:12:52.000,3.2.0,35.0,44.0,constructor,,,32.0,927.0,8.0,8.0,,,,,69.0,https://anaconda.org/anaconda/constructor,2020-08-22 09:13:31.665,3455.0,3.0,219.0,,,,,,,,,
204,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 02:48:01.000,2021-02-08 17:18:40.000,2021-02-08 17:18:39.000,15.0,21.0,155.0,2021-01-25 22:08:17.000,1.9.2,18.0,10.0,conda-forge/blacken-docs,,blacken-docs,2.0,128.0,22.0,,https://pypi.org/project/blacken-docs,2021-01-25 22:08:17.000,22.0,1973.0,3933.0,https://anaconda.org/conda-forge/blacken-docs,2021-01-25 23:52:45.051,13721.0,3.0,,,,,,,,,,
205,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 13:19:39.000,17.0,11.0,133.0,2019-10-22 13:04:22.000,1.3.1,9.0,7.0,conda-forge/pytest-datadir,['pytest'],pytest-datadir,3.0,71.0,347.0,295.0,https://pypi.org/project/pytest-datadir,2019-10-22 13:04:22.000,52.0,40345.0,41580.0,https://anaconda.org/conda-forge/pytest-datadir,2019-10-23 16:32:51.374,64252.0,3.0,,,,,,,,,,
206,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 16:51:00.000,15.0,3.0,106.0,2017-08-31 23:17:01.000,17.8.0,6.0,8.0,,['flake8'],flake8-mypy,19.0,50.0,830.0,632.0,https://pypi.org/project/flake8-mypy,2017-08-31 23:17:01.000,198.0,17132.0,17132.0,,,,3.0,,,,,,,,,,
207,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'],flake8-bandit,3.0,44.0,156.0,,https://pypi.org/project/flake8-bandit,2019-10-08 03:58:31.000,156.0,58210.0,58210.0,,,,3.0,,,,,,,,,,
208,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 13:44:00.000,10.0,3.0,53.0,2013-06-22 15:34:37.000,0.1.5,10.0,5.0,,,unify,6.0,69.0,217.0,202.0,https://pypi.org/project/unify,2019-08-07 13:46:09.000,15.0,16218.0,16218.0,,,,3.0,,,,,,,,,,
209,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 03:53:03.000,27.0,8.0,491.0,2018-12-02 19:13:32.000,0.0.3,4.0,4.0,,,py-heat,2.0,51.0,30.0,26.0,https://pypi.org/project/py-heat,2018-12-06 03:20:43.000,4.0,300.0,300.0,,,,3.0,,,,,,,,,,
210,snoop,https://github.com/alexmojaki/snoop,,"A powerful set of Python debugging tools, based on PySnooper.",debugging,18,True,alexmojaki/snoop,https://github.com/alexmojaki/snoop,MIT,2019-05-13 18:45:35.000,2020-09-13 16:39:19.000,2020-09-13 16:39:10.000,18.0,12.0,461.0,2020-08-25 21:31:27.000,0.2.5,9.0,18.0,,,snoop,11.0,375.0,37.0,29.0,https://pypi.org/project/snoop,2020-08-25 21:31:27.000,8.0,5022.0,5022.0,,,,3.0,,,,,,,,,,
211,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 01:26:32.000,2021-02-16 09:52:31.000,2017-12-09 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 21:57:32.000,4.0,47.0,47.0,,,,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 19:09:01.000,2021-02-02 02:32:12.000,2020-12-16 09:27:54.000,29.0,19.0,214.0,2020-12-11 01:56:10.000,0.1.3,5.0,21.0,,,fixit,21.0,146.0,2.0,2.0,https://pypi.org/project/fixit,2020-12-11 01:53:21.000,0.0,577.0,577.0,,,,3.0,,,,,,,,,,
213,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 19:05:46.000,19.0,13.0,149.0,2018-06-24 06:23:48.000,0.8.2,7.0,9.0,,,pynt,5.0,128.0,89.0,69.0,https://pypi.org/project/pynt,2018-06-24 06:23:48.000,20.0,3416.0,3416.0,,,,3.0,,,,,,,,,,
214,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 04:18:32.000,26.0,16.0,92.0,2019-12-23 17:05:52.000,0.5.4,22.0,16.0,,['sphinx'],sphinx-markdown-builder,17.0,99.0,166.0,124.0,https://pypi.org/project/sphinx-markdown-builder,2019-12-23 17:05:52.000,42.0,5444.0,5444.0,,,,3.0,,,clayrisser/sphinx-markdown-builder,,,,,,,
215,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 05:19:51.000,2021-02-18 14:21:07.000,2020-12-16 03:23:19.000,14.0,25.0,90.0,2019-07-29 01:14:33.000,0.2.1,5.0,9.0,conda-forge/pandas-vet,['flake8'],pandas-vet,16.0,175.0,32.0,32.0,https://pypi.org/project/pandas-vet,2019-07-27 06:54:02.000,,1955.0,2214.0,https://anaconda.org/conda-forge/pandas-vet,2020-02-01 05:31:32.445,5696.0,3.0,31.0,,,,,,,,,
216,massedit,https://github.com/elmotec/massedit,,Programmatically edit text files with Python. Useful for source to source transformations.,refactoring,18,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 02:12:33.000,10.0,588.0,588.0,,,,3.0,15.0,,,,,,,,,
217,mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,,Generate a single PDF file from MkDocs repository.,documentation,18,False,orzih/mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,MIT,2020-02-23 16:34:46.000,2021-02-15 22:17:41.000,2021-02-15 22:17:14.000,7.0,27.0,36.0,2021-01-11 02:43:17.000,0.8.3,24.0,5.0,,['mkdocs'],mkdocs-with-pdf,10.0,160.0,12.0,12.0,https://pypi.org/project/mkdocs-with-pdf,2021-01-11 02:26:16.000,,717.0,717.0,,,,3.0,,,,,,,,,,
218,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 01:58:36.000,5.0,9.0,30.0,2020-10-16 02:02:42.000,0.3.1,8.0,6.0,,['mkdocs'],mkdocs-git-revision-date-plugin,2.0,24.0,167.0,149.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,2020-10-16 02:02:18.000,18.0,2352.0,2352.0,,,,3.0,,,,,,,,,,
219,pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,,a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv).,virtual-envs,17,False,pyenv/pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,MIT,2013-02-18 12:59:17.000,2020-08-08 20:55:38.000,2019-02-13 15:27:07.000,279.0,170.0,4111.0,2019-02-14 00:27:42.000,1.1.5,7.0,41.0,,,,104.0,463.0,,,,,,,,,,,3.0,,,,,,,,,,
220,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 09:19:00.000,111.0,15.0,2051.0,2019-03-09 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 15:43:23.000,1.0,54.0,54.0,,,,3.0,,,,,,,,,,
221,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 21:18:44.000,6.0,6.0,195.0,2020-11-27 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 21:20:22.000,0.0,2203.0,2203.0,,,,3.0,,,,,,,,,,
222,nitpick,https://github.com/andreoliwa/nitpick,,Enforce the same configuration across multiple projects.,linters,17,True,andreoliwa/nitpick,https://github.com/andreoliwa/nitpick,MIT,2018-03-23 14:25:24.000,2021-02-18 07:59:08.000,2021-02-17 05:11:39.000,9.0,39.0,120.0,2020-11-02 21:51:47.000,0.23.1,38.0,7.0,,['flake8'],nitpick,34.0,409.0,0.0,,https://pypi.org/project/nitpick,2020-11-02 21:51:44.000,0.0,2965.0,2965.0,,,,3.0,,,,,,,,,,
223,unimport,https://github.com/hakancelik96/unimport,,"A linter, formatter for finding and removing unused import statements.",refactoring,17,True,hakancelik96/unimport,https://github.com/hakancelik96/unimport,MIT,2019-09-08 09:49:24.000,2021-02-15 17:00:34.000,2021-02-14 09:46:17.000,16.0,60.0,92.0,2021-02-14 09:50:14.000,0.7.3,24.0,11.0,,,unimport,5.0,367.0,4.0,4.0,https://pypi.org/project/unimport,2021-02-14 09:50:14.000,,593.0,593.0,,,,3.0,,,,,,,,,,
224,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 17:17:56.000,4.0,3.0,84.0,2014-09-07 13:57:37.000,0.5.7,23.0,3.0,,,pyformat,3.0,199.0,89.0,70.0,https://pypi.org/project/pyformat,2017-01-04 02:31:11.000,19.0,4292.0,4292.0,,,,3.0,,,,,,,,,,
225,mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,,A tool that allows for versioning sites built with mkdocs.,documentation,17,False,zayd62/mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,MIT,2019-07-20 18:09:56.000,2021-02-11 10:25:52.000,2021-02-11 10:22:58.000,6.0,22.0,36.0,2021-02-11 10:24:35.000,0.4.0,6.0,5.0,,['mkdocs'],mkdocs-versioning,3.0,132.0,13.0,13.0,https://pypi.org/project/mkdocs-versioning,2021-02-11 10:24:35.000,,972.0,972.0,,,,3.0,,,,,,,,,,
226,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 03:39:21.000,3.0.0,27.0,3.0,,"['flake8', 'pylint']",yala,1.0,164.0,45.0,36.0,https://pypi.org/project/yala,2020-10-24 16:03:12.000,9.0,349.0,349.0,,,,3.0,,,,,,,,,,
227,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 06:06:22.000,2021-02-18 07:41:56.000,2021-02-18 07:38:25.000,7.0,13.0,161.0,2020-12-06 07:39:42.000,0.5.1,9.0,4.0,conda-forge/beartype,,beartype,5.0,,0.0,,https://pypi.org/project/beartype,2020-12-06 07:39:42.000,0.0,1403.0,1689.0,https://anaconda.org/conda-forge/beartype,2021-01-20 06:24:55.793,2290.0,3.0,,,,,,,,,,
228,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 20:36:38.000,13.0,12.0,111.0,2014-10-24 20:36:57.000,0.0.13,13.0,6.0,,,pep8ify,6.0,154.0,46.0,34.0,https://pypi.org/project/pep8ify,2014-10-24 20:36:57.000,12.0,43.0,43.0,,,,3.0,,,,,,,,,,
229,retype,https://github.com/ambv/retype,,Re-apply type annotations from .pyi stubs to your codebase.,refactoring,16,True,ambv/retype,https://github.com/ambv/retype,MIT,2017-03-11 07:54:58.000,2020-10-11 13:24:37.859,2020-10-11 09:52:52.000,14.0,3.0,94.0,2019-09-13 11:08:57.000,19.9.0,8.0,7.0,conda-forge/retype,,retype,9.0,92.0,34.0,,https://pypi.org/project/retype,2020-10-11 09:46:06.000,34.0,867.0,1185.0,https://anaconda.org/conda-forge/retype,2020-10-11 13:24:37.859,11777.0,3.0,,,,,,,,,,
230,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 23:32:13.000,2021-02-17 15:51:03.000,2021-01-18 20:55:13.000,99.0,113.0,2803.0,2020-04-10 04:16:04.000,0.7.0,3.0,28.0,,,,191.0,,,,,,,,,,,,3.0,,,,,,,,,,
231,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 19:03:43.000,2020-12-31 10:35:22.000,2020-12-31 10:35:21.000,153.0,156.0,1422.0,,,,55.0,,,,23.0,404.0,,,,,,,,,,,3.0,,,,,,,,,,
232,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 19:24:44.000,12.0,13.0,357.0,2018-12-14 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,,525.0,525.0,,,,3.0,,,,,,,,,,
233,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,15,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 11:57:28.000,3.0,24.0,63.0,2019-04-05 11:43:43.000,2.3.0,22.0,3.0,,['pytest'],pytest-play,4.0,382.0,25.0,21.0,https://pypi.org/project/pytest-play,2019-04-05 11:43:43.000,4.0,131.0,131.0,,,,3.0,,,,,,,,,,
234,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 01:59:13.000,2021-02-14 03:37:27.000,2021-01-29 14:30:51.000,9.0,36.0,58.0,2021-01-29 14:34:48.000,8.4.1,19.0,8.0,,,pip-run,3.0,,,,https://pypi.org/project/pip-run,2021-01-29 14:34:44.000,,1261.0,1261.0,,,,3.0,,,,,,,,,,
235,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 14:34:36.000,276.0,53.0,2518.0,,,,29.0,,,,8.0,130.0,,,,,,,,,,,3.0,,,,,,,,,,
236,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 07:52:32.000,2021-01-30 05:46:09.000,2020-04-11 14:20:38.000,56.0,51.0,361.0,,,,46.0,,,,36.0,747.0,,,,,,,,,,,3.0,,,,,,,,,,
237,pycycle,https://github.com/bndr/pycycle,,Tool for pinpointing circular imports in Python. Find cyclic imports in any project.,linters,14,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 18:07:04.000,11.0,1.0,273.0,,,8.0,2.0,,,pycycle,12.0,26.0,42.0,38.0,https://pypi.org/project/pycycle,2017-02-13 18:07:58.000,4.0,606.0,606.0,,,,3.0,,,,,,,,,,
238,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,14,False,timvink/mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,MIT,2020-08-15 12:02:33.000,2020-12-22 13:14:58.000,2020-12-21 19:27:51.000,2.0,35.0,14.0,2020-12-21 19:51:57.000,1.0.0,16.0,,,['mkdocs'],mkdocs-print-site-plugin,7.0,112.0,8.0,8.0,https://pypi.org/project/mkdocs-print-site-plugin,2020-12-21 19:51:57.000,,321.0,321.0,,,,3.0,,,,,,,,,,
239,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 01:37:08.000,62.0,30.0,467.0,2019-05-14 20:14:05.000,2.0.0,5.0,14.0,,,,30.0,93.0,,,,,,,,,,,3.0,,,,,,,,,,
240,linty_fresh,https://github.com/lyft/linty_fresh,,Surface lint errors during code review.,linters,13,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 22:18:53.000,21.0,1.0,180.0,2018-12-12 19:47:05.000,0.7.0,10.0,16.0,,"['flake8', 'mypy']",linty-fresh,8.0,53.0,,,https://pypi.org/project/linty-fresh,2018-12-12 19:47:05.000,,20.0,20.0,,,,3.0,,,,,,,,,,
241,com2ann,https://github.com/ilevkivskyi/com2ann,,Tool for translation type comments to type annotations in Python.,refactoring,13,True,ilevkivskyi/com2ann,https://github.com/ilevkivskyi/com2ann,MIT,2016-09-09 07:17:02.000,2020-08-17 14:14:00.000,2020-08-17 14:13:59.000,4.0,13.0,76.0,2019-06-17 19:19:47.000,0.1.1,2.0,3.0,,,com2ann,4.0,27.0,2.0,2.0,https://pypi.org/project/com2ann,2019-06-17 19:19:47.000,0.0,265.0,265.0,,,,3.0,,,,,,,,,,
242,pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,,A PipEnv Environment Switcher.,virtual-envs,12,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 03:42:48.000,9.0,10.0,126.0,,,23.0,5.0,,,pipenv-pipes,4.0,285.0,,,https://pypi.org/project/pipenv-pipes,2018-05-28 01:45:42.000,,60.0,60.0,,,,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 00:31:46.000,2021-02-18 14:37:24.000,2021-02-05 15:46:13.000,3.0,,10.0,2020-12-13 16:12:58.000,0.4.3,14.0,4.0,,,lazydocs,,,9.0,9.0,https://pypi.org/project/lazydocs,2020-12-13 15:58:09.000,0.0,95.0,95.0,,,,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 17:14:01.000,2.0,11.0,123.0,2019-07-10 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 16:08:05.000,3.0,295.0,295.0,,,,3.0,,,,,,,,,,
245,pyship,https://github.com/jamesabel/pyship,,"freezer, installer and updater for Python applications.",packaging,11,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,,,6.0,2020-11-04 02:56:54.000,0.0.24,14.0,,,,pyship,4.0,,,,https://pypi.org/project/pyship,2020-12-07 00:53:45.000,,21.0,21.0,,,,3.0,,,,,,,,,,
246,universal-build,https://github.com/ml-tooling/universal-build,,Universal build utilities for containerized build pipelines.,build-tools,11,True,ml-tooling/universal-build,https://github.com/ml-tooling/universal-build,MIT,2020-10-19 14:57:21.000,2021-02-18 13:51:09.000,2021-02-18 13:51:09.000,2.0,1.0,5.0,2021-02-18 13:52:19.000,0.6.11,35.0,4.0,,,universal-build,,,0.0,,https://pypi.org/project/universal-build,2020-12-12 13:21:08.000,0.0,147.0,152.0,,,,3.0,15.0,,,,,,,,,
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 labels 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 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 2021-02-18 14:20:48.000 2021-02-05 15:40:55.000 59.0 2.0 1028.0 2021-02-05 15:41:05.000 2021.02.04 7.0 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 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 39 True pytest-dev/pytest https://github.com/pytest-dev/pytest MIT 2015-06-15 20:28:27.000 2021-02-18 11:16:54.000 2021-02-18 11:16:54.000 1615.0 3773.0 7027.0 2021-01-25 14:52:06.000 6.2.2 145.0 697.0 conda-forge/pytest ['pytest'] pytest 615.0 13418.0 415878.0 285294.0 https://pypi.org/project/pytest 2021-01-25 14:51:38.000 130584.0 10015668.0 10135729.0 https://anaconda.org/conda-forge/pytest 2021-01-27 13:05:54.016 6603355.0 1.0
6 4 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 2021-02-18 13:39:07.000 2021-02-18 13:39:07.000 2179.0 4568.0 6916.0 2021-01-30 12:54:11.000 21.0.1 102.0 582.0 conda-forge/pip pip 984.0 11341.0 61665.0 42999.0 https://pypi.org/project/pip 2021-01-30 12:54:11.000 18666.0 41629746.0 41946362.0 https://anaconda.org/conda-forge/pip 2021-01-30 14:15:41.706 17413910.0 1.0
7 5 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 2021-02-18 12:17:33.000 2021-02-17 13:18:20.000 1423.0 4479.0 3795.0 2021-02-14 07:57:29.000 3.5.0 142.0 617.0 conda-forge/sphinx ['sphinx'] sphinx 752.0 17068.0 233395.0 128859.0 https://pypi.org/project/sphinx 2021-02-14 07:57:29.000 104536.0 1666046.0 1716494.0 https://anaconda.org/conda-forge/sphinx 2021-02-16 16:10:15.633 2724217.0 1.0
8 6 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 2021-02-18 09:05:53.000 2021-02-04 14:18:14.000 1583.0 2855.0 21556.0 2020-11-15 04:19:27.000 2020.11.15 297.0 376.0 conda-forge/pipenv pipenv 484.0 7035.0 18878.0 16604.0 https://pypi.org/project/pipenv 2020-11-15 04:19:27.000 2274.0 1193817.0 1196085.0 https://anaconda.org/conda-forge/pipenv 2020-11-15 06:15:51.831 36298.0 1.0
9 7 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 2021-02-18 06:06:46.782 2021-02-18 03:42:36.000 899.0 497.0 17465.0 2021-02-18 03:51:17.000 4.57.0 114.0 94.0 conda-forge/tqdm tqdm 273.0 1762.0 174879.0 148641.0 https://pypi.org/project/tqdm 2021-02-18 03:47:30.000 26238.0 7123483.0 7215569.0 https://anaconda.org/conda-forge/tqdm 2021-02-18 06:06:46.782 5150212.0 1.0 7344.0
10 8 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 2021-02-18 12:18:22.000 2021-02-18 12:18:22.000 1091.0 1270.0 7065.0 2020-12-19 01:19:27.000 5.8.0 83.0 157.0 conda-forge/psutil psutil 169.0 5673.0 98977.0 74311.0 https://pypi.org/project/psutil 2020-12-19 01:19:27.000 24666.0 15538707.0 15638123.0 https://anaconda.org/conda-forge/psutil 2021-01-12 14:13:09.300 5766139.0 1.0
11 9 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 2021-01-31 23:41:41.000 2021-01-31 23:41:40.000 424.0 1193.0 4769.0 2020-12-25 10:34:25.000 0.18.0 30.0 142.0 conda-forge/jedi jedi 20.0 8198.0 130983.0 115077.0 https://pypi.org/project/jedi 2020-12-25 10:34:25.000 15906.0 6471494.0 6549641.0 https://anaconda.org/conda-forge/jedi 2021-01-14 15:48:43.942 4063676.0 1.0
12 10 isort https://github.com/PyCQA/isort A Python utility / library to sort imports. formatters 36 True PyCQA/isort https://github.com/PyCQA/isort MIT 2013-09-02 22:22:53.000 2021-02-18 07:57:11.000 2021-02-18 07:56:32.000 377.0 885.0 3706.0 2020-12-31 01:16:34.000 5.7.0 126.0 225.0 conda-forge/isort isort 30.0 3449.0 179453.0 155235.0 https://pypi.org/project/isort 2020-12-31 01:15:41.000 24218.0 4919530.0 4948311.0 https://anaconda.org/conda-forge/isort 2020-12-31 02:59:49.605 1582973.0 1.0
13 11 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 2021-02-17 23:24:35.000 2021-02-16 18:31:49.000 1590.0 4509.0 9935.0 78.0 447.0 conda-forge/mypy mypy 1542.0 9379.0 34388.0 28304.0 https://pypi.org/project/mypy 2021-01-22 11:50:58.000 6084.0 2186438.0 2204225.0 https://anaconda.org/conda-forge/mypy 2021-01-22 16:55:44.796 693721.0 1.0
14 12 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 2021-02-17 18:54:52.000 2021-02-16 15:59:24.000 350.0 982.0 2076.0 2021-02-16 08:44:01.000 3.22.0 114.0 234.0 conda-forge/tox ['pytest'] tox 143.0 1965.0 77484.0 41084.0 https://pypi.org/project/tox 2021-02-16 08:44:01.000 36400.0 1544693.0 1550067.0 https://anaconda.org/conda-forge/tox 2021-02-17 03:38:42.176 220351.0 1.0
15 13 pylint https://github.com/PyCQA/pylint It's not just a linter that annoys you!. linters 34 True PyCQA/pylint https://github.com/PyCQA/pylint GPL-2.0 2015-12-09 05:40:02.000 2021-02-18 13:30:36.000 2021-02-16 08:47:54.000 672.0 2562.0 3213.0 2021-02-16 09:39:10.000 2.6.2 90.0 358.0 conda-forge/pylint pylint 669.0 5071.0 217334.0 179600.0 https://pypi.org/project/pylint 2021-02-16 09:39:10.000 37734.0 3057467.0 3086284.0 https://anaconda.org/conda-forge/pylint 2021-02-17 09:43:29.814 1556138.0 1.0 1.0
16 14 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 2021-02-18 05:53:23.000 2021-02-01 15:11:49.000 701.0 1194.0 1294.0 2021-02-01 15:39:41.000 53.0.0 419.0 411.0 conda-forge/setuptools setuptools 532.0 148274.0 90344.0 https://pypi.org/project/setuptools 2021-02-01 15:39:30.000 57930.0 42993066.0 43336815.0 https://anaconda.org/conda-forge/setuptools 2021-01-08 05:42:17.824 18906105.0 1.0 105.0
17 15 flake8 https://github.com/PyCQA/flake8 Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelder's McCabe script. linters 34 True PyCQA/flake8 https://github.com/PyCQA/flake8 MIT 2014-09-13 17:06:24.000 2021-01-07 23:32:13.000 2021-01-07 23:32:08.000 183.0 1085.0 2020-10-02 23:34:01.000 3.8.4 76.0 148.0 conda-forge/flake8 flake8 7.0 1876.0 220367.0 149077.0 https://pypi.org/project/flake8 2020-10-02 23:34:01.000 71290.0 3703454.0 3739317.0 https://anaconda.org/conda-forge/flake8 2020-10-05 05:07:54.333 2008331.0 1.0
18 16 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 2021-02-17 17:02:06.000 2021-02-16 21:10:23.000 1209.0 973.0 19593.0 2020-08-26 15:56:21.000 20.8b1 23.0 223.0 conda-forge/black black 385.0 882.0 52374.0 46146.0 https://pypi.org/project/black 2020-08-26 15:52:03.000 6228.0 2252263.0 2286554.0 https://anaconda.org/conda-forge/black 2020-09-07 11:42:46.809 1115551.0 2.0 11205.0
19 17 mkdocs https://github.com/mkdocs/mkdocs Project documentation with Markdown. documentation 33 True mkdocs/mkdocs https://github.com/mkdocs/mkdocs BSD-2-Clause 2014-01-11 21:05:21.000 2021-02-16 20:16:23.000 2021-02-16 20:16:22.000 1668.0 1339.0 11605.0 2020-05-14 15:18:01.000 1.1.2 44.0 183.0 conda-forge/mkdocs ['mkdocs'] mkdocs 142.0 1496.0 16584.0 10642.0 https://pypi.org/project/mkdocs 2020-05-14 15:18:01.000 5942.0 180968.0 182995.0 https://anaconda.org/conda-forge/mkdocs 2020-06-01 13:16:37.068 117593.0 1.0
20 18 robotframework https://github.com/robotframework/robotframework Generic automation framework for acceptance testing and RPA. testing 33 True robotframework/robotframework https://github.com/robotframework/robotframework Apache-2.0 2014-06-27 11:10:38.000 2021-02-17 16:35:36.000 2021-02-16 20:06:42.000 1577.0 3263.0 5565.0 2020-09-01 18:21:46.000 3.2.2 53.0 132.0 conda-forge/robotframework robotframework 188.0 12766.0 4806.0 3398.0 https://pypi.org/project/robotframework 2021-02-16 19:59:51.000 1408.0 273714.0 274756.0 https://anaconda.org/conda-forge/robotframework 2020-09-03 11:47:40.885 38361.0 1.0 499.0
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 2021-02-17 12:10:57.000 2021-02-14 04:54:30.000 449.0 1002.0 4956.0 2021-02-12 02:40:11.000 hypothesis-python-6.2.0 801.0 242.0 conda-forge/hypothesis hypothesis 50.0 10519.0 10377.0 7761.0 https://pypi.org/project/hypothesis 2021-02-12 02:39:56.000 2616.0 548532.0 612505.0 https://anaconda.org/conda-forge/hypothesis 2021-02-12 03:47:19.290 3518523.0 1.0
22 20 pycodestyle https://github.com/PyCQA/pycodestyle Simple Python style checker in one Python file. linters 33 True PyCQA/pycodestyle https://github.com/PyCQA/pycodestyle Saxpath 2009-10-02 00:43:37.000 2021-01-26 18:42:44.000 2021-01-07 18:35:38.000 592.0 522.0 4244.0 2020-05-11 20:02:52.000 2.6.0 11.0 124.0 conda-forge/pycodestyle pycodestyle 112.0 1199.0 141981.0 120751.0 https://pypi.org/project/pycodestyle 2020-05-11 20:02:52.000 21230.0 5275818.0 5314040.0 https://anaconda.org/conda-forge/pycodestyle 2020-05-12 17:42:46.576 2140462.0 1.0
23 21 autopep8 https://github.com/hhatto/autopep8 A tool that automatically formats Python code to conform to the PEP 8 style guide. formatters 33 True hhatto/autopep8 https://github.com/hhatto/autopep8 MIT 2010-12-29 20:08:51.000 2021-02-05 05:36:26.000 2021-02-04 14:36:06.000 233.0 330.0 3692.0 2021-02-04 07:28:23.000 1.5.5 65.0 47.0 conda-forge/autopep8 autopep8 82.0 2677.0 75577.0 65393.0 https://pypi.org/project/autopep8 2021-02-04 06:08:51.000 10184.0 757178.0 764318.0 https://anaconda.org/conda-forge/autopep8 2021-02-04 08:47:28.848 399851.0 2.0
24 22 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 2021-02-15 21:54:34.000 2021-02-11 23:24:12.000 1477.0 456.0 3597.0 2018-10-05 13:20:49.000 0.4.2 23.0 103.0 conda-forge/sphinx_rtd_theme ['sphinx'] sphinx_rtd_theme 158.0 1191.0 23490.0 16.0 https://pypi.org/project/sphinx_rtd_theme 2018-10-05 13:20:49.000 23474.0 696707.0 715428.0 https://anaconda.org/conda-forge/sphinx_rtd_theme 2021-01-05 13:49:54.682 1010968.0 1.0
25 23 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 2021-02-17 22:45:29.000 2021-02-17 22:45:29.000 647.0 363.0 22677.0 2021-02-15 21:13:14.000 9.11.0 112.0 75.0 conda-forge/rich rich 12.0 1677.0 2448.0 2448.0 https://pypi.org/project/rich 2021-01-27 20:56:26.000 0.0 546740.0 559526.0 https://anaconda.org/conda-forge/rich 2021-02-16 08:42:14.563 89503.0 1.0
26 24 numpydoc https://github.com/numpy/numpydoc Numpy's Sphinx extensions. documentation 32 True numpy/numpydoc https://github.com/numpy/numpydoc BSD-3-Clause 2013-07-24 16:23:39.000 2021-02-08 13:26:30.000 2021-02-08 13:26:30.000 5252.0 90.0 16251.0 2020-07-01 21:59:00.000 1.1.0 13.0 65.0 conda-forge/numpydoc ['sphinx'] numpydoc 50.0 433.0 31100.0 23752.0 https://pypi.org/project/numpydoc 2020-07-01 21:59:00.000 7348.0 92633.0 107263.0 https://anaconda.org/conda-forge/numpydoc 2020-10-01 19:37:54.384 716906.0 2.0
27 25 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 2021-02-17 19:57:15.000 2021-02-13 19:58:00.000 1102.0 1742.0 13927.0 2020-10-23 20:54:00.000 1.1.4 132.0 254.0 conda-forge/poetry poetry 1032.0 1683.0 64.0 https://pypi.org/project/poetry 2020-10-23 20:54:00.000 64.0 724222.0 873274.0 https://anaconda.org/conda-forge/poetry 2020-12-14 11:33:01.818 166842.0 2.0 5000575.0 1.0
28 26 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 2021-02-18 11:23:56.000 2021-02-18 11:22:51.000 1401.0 902.0 5593.0 2021-02-04 20:15:50.000 6.2.8 185.0 101.0 conda-forge/mkdocs-material ['mkdocs'] mkdocs-material 9.0 3061.0 6882.0 5380.0 https://pypi.org/project/mkdocs-material 2021-02-14 16:42:18.000 1502.0 157298.0 158552.0 https://anaconda.org/conda-forge/mkdocs-material 2021-02-04 23:31:30.764 26339.0 2.0
29 27 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 2021-02-17 16:29:51.000 2021-02-17 16:29:51.000 998.0 5990.0 4016.0 2020-11-12 17:08:48.000 4.9.2 100.0 347.0 conda-forge/conda conda 1862.0 15586.0 2104.0 https://pypi.org/project/conda 2017-04-22 23:38:35.000 2104.0 16705.0 313583.0 https://anaconda.org/conda-forge/conda 2020-11-12 21:09:02.264 16031437.0 2.0
30 28 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 2021-02-15 16:35:32.000 2021-02-01 09:38:03.000 878.0 1058.0 3806.0 2021-01-31 10:52:36.000 20.4.1 157.0 171.0 conda-forge/virtualenv virtualenv 52.0 34422.0 https://pypi.org/project/virtualenv 2021-02-01 09:17:59.000 34422.0 5930007.0 5943661.0 https://anaconda.org/conda-forge/virtualenv 2021-02-01 11:16:19.980 641769.0 2.0
31 29 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 3163.0 2020-12-31 02:43:43.000 1.5.0 50.0 54.0 conda-forge/invoke invoke 303.0 3499.0 11598.0 6996.0 https://pypi.org/project/invoke 2020-12-31 02:43:43.000 4602.0 551179.0 555322.0 https://anaconda.org/conda-forge/invoke 2021-01-06 14:58:41.830 240300.0 1.0
32 30 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 2021-02-16 10:33:50.000 2021-02-11 16:44:36.000 307.0 363.0 2998.0 2020-12-13 02:48:28.000 1.7.0 31.0 130.0 conda-forge/bandit bandit 162.0 1166.0 8230.0 5876.0 https://pypi.org/project/bandit 2020-12-13 02:48:28.000 2354.0 485202.0 487321.0 https://anaconda.org/conda-forge/bandit 2020-10-11 11:23:21.028 44516.0 1.0 23.0
33 31 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 2021-01-29 17:51:06.000 2021-01-20 10:45:57.000 136.0 186.0 957.0 2021-01-20 10:46:34.000 2.11.1 40.0 62.0 conda-forge/pytest-cov ['pytest'] pytest-cov 91.0 797.0 121986.0 78592.0 https://pypi.org/project/pytest-cov 2021-01-20 10:46:34.000 43394.0 3493003.0 3530299.0 https://anaconda.org/conda-forge/pytest-cov 2021-01-20 18:33:16.518 2200504.0 1.0
34 32 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 2021-02-16 01:35:01.000 2021-01-26 21:41:17.000 63.0 81.0 379.0 2020-12-10 15:10:14.000 0.8.1 24.0 37.0 conda-forge/parso parso 7.0 1065.0 120615.0 109251.0 https://pypi.org/project/parso 2020-12-10 15:10:14.000 11364.0 6490046.0 6575594.0 https://anaconda.org/conda-forge/parso 2020-12-10 16:40:55.258 3250839.0 1.0
35 33 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 2021-02-08 23:37:38.000 2021-02-08 23:37:31.000 84.0 286.0 226.0 2020-12-13 18:09:07.000 0.36.2 64.0 60.0 conda-forge/wheel wheel 20.0 729.0 62544.0 https://pypi.org/project/wheel 2020-12-13 18:09:07.000 62544.0 31385953.0 31664246.0 https://anaconda.org/conda-forge/wheel 2020-12-13 19:48:16.429 15306123.0 1.0
36 34 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 2021-01-31 09:15:21.000 2020-12-19 16:17:53.000 362.0 305.0 8196.0 2020-09-20 07:56:32.000 0.5.3 17.0 28.0 conda-forge/loguru loguru 44.0 545.0 5711.0 5369.0 https://pypi.org/project/loguru 2020-09-20 07:54:28.000 342.0 389655.0 394099.0 https://anaconda.org/conda-forge/loguru 2020-10-10 00:51:36.057 106672.0 2.0 1.0
37 35 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 2021-02-18 12:56:13.000 2021-02-13 07:12:18.000 1600.0 3586.0 7674.0 2021-01-13 13:13:08.000 4.2 27.0 391.0 conda-forge/pyinstaller pyinstaller 405.0 7682.0 14582.0 14582.0 https://pypi.org/project/pyinstaller 2021-01-13 13:12:03.000 0.0 203703.0 214856.0 https://anaconda.org/conda-forge/pyinstaller 2021-02-02 18:07:09.778 196564.0 1.0 674683.0
38 36 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 2021-02-17 23:41:10.000 2021-02-08 17:20:08.000 403.0 1022.0 5501.0 2021-02-06 21:24:48.000 2.10.1 156.0 114.0 conda-forge/pre-commit pre-commit 24.0 1944.0 2136.0 https://pypi.org/project/pre-commit 2021-02-06 21:21:49.000 2136.0 1073278.0 1093788.0 https://anaconda.org/conda-forge/pre-commit 2021-02-08 14:08:45.124 368192.0 1.0 2279.0
39 37 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 2021-02-15 16:22:38.000 2021-02-09 05:41:05.000 411.0 585.0 4756.0 2020-12-30 17:05:11.000 5.5.0 90.0 139.0 conda-forge/pip-tools pip-tools 119.0 1469.0 3252.0 https://pypi.org/project/pip-tools 2020-12-30 17:05:11.000 3252.0 660108.0 660859.0 https://anaconda.org/conda-forge/pip-tools 2020-12-30 18:26:40.157 7516.0 2.0
40 38 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 2021-01-20 09:23:22.014 2021-01-20 07:44:52.000 192.0 166.0 2783.0 2021-01-20 07:45:20.000 1.1.0 56.0 94.0 conda-forge/freezegun freezegun 60.0 521.0 15595.0 7243.0 https://pypi.org/project/freezegun 2021-01-20 07:45:20.000 8352.0 1181182.0 1184234.0 https://anaconda.org/conda-forge/freezegun 2021-01-20 09:23:22.014 180072.0 2.0
41 39 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 2021-02-14 17:58:45.000 2020-10-21 09:03:20.000 123.0 102.0 1348.0 2020-10-01 14:13:50.000 0.13.4 37.0 44.0 conda-forge/ipdb ipdb 50.0 312.0 41625.0 24727.0 https://pypi.org/project/ipdb 2020-10-01 14:13:50.000 16898.0 591989.0 594551.0 https://anaconda.org/conda-forge/ipdb 2020-11-21 18:57:03.677 140911.0 1.0
42 40 twine https://github.com/pypa/twine Utilities for interacting with PyPI. build-tools 31 True pypa/twine https://github.com/pypa/twine Apache-2.0 2013-08-13 15:39:39.000 2021-02-13 03:56:28.078 2020-12-23 14:13:30.000 233.0 302.0 1085.0 2020-12-24 11:05:10.000 3.3.0 41.0 99.0 conda-forge/twine twine 40.0 941.0 52034.0 34530.0 https://pypi.org/project/twine 2020-12-24 11:05:10.000 17504.0 645012.0 648989.0 https://anaconda.org/conda-forge/twine 2021-02-13 03:56:28.078 214765.0 2.0
43 41 pyflakes https://github.com/PyCQA/pyflakes A simple program which checks Python source files for errors. linters 31 True PyCQA/pyflakes https://github.com/PyCQA/pyflakes MIT 2014-04-07 06:19:46.000 2021-02-15 18:06:23.000 2021-01-05 16:04:38.000 135.0 322.0 985.0 2020-04-10 03:52:17.000 2.2.0 28.0 74.0 conda-forge/pyflakes pyflakes 92.0 504.0 104993.0 78495.0 https://pypi.org/project/pyflakes 2020-04-10 03:52:17.000 26498.0 3949342.0 3986087.0 https://anaconda.org/conda-forge/pyflakes 2020-04-10 13:58:22.845 2057773.0 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 2021-02-18 14:19:23.000 2021-02-18 14:16:46.000 182.0 355.0 849.0 2021-02-15 13:17:51.000 0.20.2 125.0 86.0 conda-forge/sentry-sdk sentry-sdk 134.0 1196.0 10118.0 9132.0 https://pypi.org/project/sentry-sdk 2021-02-15 13:17:33.000 986.0 2098116.0 2100593.0 https://anaconda.org/conda-forge/sentry-sdk 2021-02-15 15:21:44.023 62819.0 2.0 4381.0
45 43 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 2021-02-15 09:58:41.000 2020-10-04 08:13:41.000 666.0 161.0 4808.0 2020-10-06 22:15:19.000 0.9.52 49.0 42.0 conda-forge/pyautogui pyautogui 295.0 361.0 6713.0 6105.0 https://pypi.org/project/pyautogui 2020-10-06 22:15:19.000 608.0 214320.0 217062.0 https://anaconda.org/conda-forge/pyautogui 2020-10-13 12:17:23.308 106975.0 2.0
46 44 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 2021-02-17 03:22:34.000 2021-01-29 10:23:41.000 1517.0 632.0 4556.0 2021-01-29 12:46:57.000 2.10.1 101.0 779.0 conda-forge/buildbot buildbot 639.0 21491.0 1134.0 242.0 https://pypi.org/project/buildbot 2021-01-29 12:46:57.000 892.0 2291.0 4090.0 https://anaconda.org/conda-forge/buildbot 2021-01-29 14:52:14.693 25544.0 2.0 14096.0
47 45 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 2021-02-18 11:08:13.000 2021-02-18 10:28:40.000 312.0 337.0 2411.0 2018-05-05 15:05:40.000 2.11.1 36.0 112.0 conda-forge/factory_boy factory_boy 142.0 873.0 4256.0 https://pypi.org/project/factory_boy 2018-05-05 15:05:40.000 4256.0 565752.0 566785.0 https://anaconda.org/conda-forge/factory_boy 2020-10-05 10:08:00.894 54788.0 2.0
48 46 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 4512.0 2448.0 https://pypi.org/project/logbook 2019-10-16 18:14:55.000 2064.0 144706.0 146029.0 https://anaconda.org/conda-forge/logbook 2021-01-11 05:40:29.145 30365.0 2.0 244.0
49 47 nose https://github.com/nose-devs/nose nose is nicer testing for python. testing 30 False nose-devs/nose https://github.com/nose-devs/nose LGPL-2.1+ 2011-12-13 19:36:32.000 2020-10-11 16:52:20.277 2016-03-04 01:16:26.000 358.0 460.0 1326.0 2015-06-02 09:12:36.000 1.3.7 14.0 95.0 conda-forge/nose nose 447.0 1004.0 189977.0 103503.0 https://pypi.org/project/nose 2015-06-02 09:12:36.000 86474.0 1704013.0 1732794.0 https://anaconda.org/conda-forge/nose 2020-10-11 16:52:20.277 1640572.0 2.0
50 48 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 2021-02-08 17:03:54.000 2021-02-08 17:03:46.000 88.0 84.0 988.0 2021-01-10 22:17:10.000 3.5.1 50.0 50.0 conda-forge/pytest-mock ['pytest'] pytest-mock 11.0 394.0 20572.0 14392.0 https://pypi.org/project/pytest-mock 2021-01-10 22:17:10.000 6180.0 1307449.0 1320751.0 https://anaconda.org/conda-forge/pytest-mock 2021-01-11 11:41:18.792 731652.0 2.0
51 49 tabulate https://github.com/astanin/python-tabulate Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from.. logging 30 True astanin/python-tabulate https://github.com/astanin/python-tabulate MIT 2016-05-01 20:47:06.376 2021-02-18 03:41:58.738 2021-02-18 00:37:57.000 56.0 44.0 701.0 2020-03-22 17:02:41.000 0.8.7 23.0 65.0 conda-forge/tabulate tabulate 33.0 482.0 45346.0 37244.0 https://pypi.org/project/tabulate 2020-03-22 17:02:41.000 8102.0 6274840.0 6288452.0 https://anaconda.org/conda-forge/tabulate 2021-02-18 03:41:58.738 775911.0 2.0
52 50 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 2021-02-11 11:27:08.000 2021-02-11 11:27:08.000 140.0 223.0 661.0 2021-02-09 21:06:38.000 2.2.1 55.0 71.0 conda-forge/pytest-xdist ['pytest'] pytest-xdist 181.0 845.0 22103.0 14761.0 https://pypi.org/project/pytest-xdist 2021-02-09 21:06:38.000 7342.0 1600682.0 1619524.0 https://anaconda.org/conda-forge/pytest-xdist 2021-02-10 14:13:48.139 1036320.0 2.0
53 51 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 2021-02-09 00:01:56.000 2021-02-09 00:01:32.000 163.0 132.0 452.0 2021-01-12 01:39:43.000 3.0.0 37.0 54.0 ['pytest'] coveralls 3.0 376.0 33512.0 16504.0 https://pypi.org/project/coveralls 2021-01-12 01:39:43.000 17008.0 203793.0 203793.0 2.0 TheKevJames/coveralls-python
54 52 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 2021-02-16 05:35:31.000 2021-01-23 03:26:17.000 156.0 178.0 396.0 2020-12-13 15:24:58.000 3.1.1 44.0 43.0 conda-forge/pytest-html ['pytest'] pytest-html 72.0 376.0 8586.0 7602.0 https://pypi.org/project/pytest-html 2020-12-13 15:24:58.000 984.0 672734.0 674916.0 https://anaconda.org/conda-forge/pytest-html 2020-12-13 19:43:13.698 98212.0 2.0
55 53 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 2021-02-17 14:13:10.000 2021-02-07 15:16:20.000 1165.0 1127.0 17862.0 2021-01-23 16:50:31.000 3.1.6 53.0 136.0 conda-forge/glances glances 193.0 3871.0 324.0 274.0 https://pypi.org/project/glances 2021-02-07 15:19:12.000 50.0 45801.0 47880.0 https://anaconda.org/conda-forge/glances 2021-02-07 19:32:17.197 122332.0 1.0 417.0
56 54 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 2021-02-17 13:00:40.000 2021-02-05 20:54:31.000 779.0 365.0 11465.0 2020-04-23 19:07:36.000 0.30.0 67.0 123.0 conda-forge/yapf yapf 298.0 20396.0 16990.0 https://pypi.org/project/yapf 2020-04-23 19:07:36.000 3406.0 390722.0 400126.0 https://anaconda.org/conda-forge/yapf 2020-07-28 15:36:35.387 526646.0 3.0
57 55 pudb https://github.com/inducer/pudb Full-screen console debugger for Python. debugging 29 True inducer/pudb https://github.com/inducer/pudb MIT 2011-05-13 23:44:30.000 2021-02-14 17:53:34.000 2021-02-02 05:06:21.000 167.0 128.0 1966.0 2017-09-02 18:52:28.000 2017.1.4 68.0 68.0 conda-forge/pudb pudb 138.0 922.0 3643.0 2217.0 https://pypi.org/project/pudb 2020-12-21 04:20:59.000 1426.0 591748.0 593396.0 https://anaconda.org/conda-forge/pudb 2020-04-15 19:25:06.154 90658.0 1.0
58 56 rope https://github.com/python-rope/rope a python refactoring library. refactoring 29 True python-rope/rope https://github.com/python-rope/rope LGPL-3.0 2013-11-30 15:30:20.000 2021-02-09 20:39:53.000 2021-02-09 20:39:53.000 119.0 106.0 1080.0 2020-10-07 16:08:59.000 0.18.0 19.0 61.0 conda-forge/rope rope 75.0 1870.0 28658.0 25726.0 https://pypi.org/project/rope 2020-10-07 16:08:59.000 2932.0 118326.0 128800.0 https://anaconda.org/conda-forge/rope 2020-10-07 18:16:45.645 481826.0 1.0
59 57 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 2021-01-18 15:09:26.000 2020-10-12 16:12:03.000 135.0 45.0 905.0 2020-10-12 16:26:53.000 2.0.1 19.0 43.0 conda-forge/python-json-logger python-json-logger 16.0 179.0 13442.0 12524.0 https://pypi.org/project/python-json-logger 2020-10-12 16:26:53.000 918.0 901269.0 912080.0 https://anaconda.org/conda-forge/python-json-logger 2020-10-12 23:31:31.855 497343.0 2.0
60 58 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 2021-01-15 07:18:37.000 2021-01-14 12:46:28.000 69.0 49.0 670.0 2021-01-14 12:47:43.000 4.7.2 51.0 29.0 conda-forge/colorlog colorlog 10.0 175.0 12475.0 8809.0 https://pypi.org/project/colorlog 2021-01-14 12:47:43.000 3666.0 1075943.0 1081248.0 https://anaconda.org/conda-forge/colorlog 2021-01-14 16:17:27.231 307697.0 2.0
61 59 alabaster https://github.com/bitprophet/alabaster Lightweight, configurable Sphinx theme. Now the Sphinx default!. documentation 29 False bitprophet/alabaster https://github.com/bitprophet/alabaster BSD-3-Clause 2013-12-07 00:03:15.000 2020-07-22 08:04:58.000 2020-01-10 23:50:18.000 151.0 50.0 589.0 2018-10-03 01:39:17.000 0.7.12 24.0 28.0 conda-forge/alabaster ['sphinx'] alabaster 75.0 350.0 55114.0 40216.0 https://pypi.org/project/alabaster 2018-10-03 01:39:17.000 14898.0 1400203.0 1435263.0 https://anaconda.org/conda-forge/alabaster 2018-10-03 15:29:30.017 1928328.0 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 2021-02-11 01:58:39.000 2021-02-10 23:07:23.000 134.0 133.0 272.0 2021-01-29 20:27:31.000 20.9 35.0 62.0 conda-forge/packaging packaging 50.0 202448.0 173248.0 https://pypi.org/project/packaging 2021-01-29 20:24:35.000 29200.0 16034426.0 16140252.0 https://anaconda.org/conda-forge/packaging 2021-02-04 17:30:01.516 5926113.0 1.0 53.0
63 61 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 2020-12-30 23:50:52.000 2020-12-30 23:50:51.000 43.0 72.0 174.0 2020-12-30 23:17:52.000 1.4.2 28.0 19.0 typed_ast 4.0 167.0 10362.0 https://pypi.org/project/typed_ast 2020-12-30 23:17:52.000 10362.0 5073482.0 5073482.0 1.0
64 62 PySnooper https://github.com/cool-RR/PySnooper Never use print for debugging again. debugging 28 True cool-RR/PySnooper https://github.com/cool-RR/PySnooper MIT 2019-04-18 13:55:43.000 2020-12-28 18:13:10.000 2020-12-28 18:13:09.000 876.0 90.0 14199.0 2020-09-14 09:47:00.000 0.4.2 53.0 25.0 conda-forge/pysnooper pysnooper 17.0 288.0 391.0 345.0 https://pypi.org/project/pysnooper 2020-09-14 09:47:00.000 46.0 18253.0 19745.0 https://anaconda.org/conda-forge/pysnooper 2020-09-14 13:44:42.361 31335.0 2.0
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 2021-02-13 00:48:22.000 2021-02-13 00:48:22.000 231.0 129.0 6544.0 2021-01-17 20:43:32.000 0.3.4 27.0 22.0 py-spy 58.0 355.0 647.0 597.0 https://pypi.org/project/py-spy 2021-01-17 20:43:46.000 50.0 174912.0 175142.0 2.0 4379.0 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 2021-02-12 06:19:05.000 2020-05-18 23:46:19.000 201.0 63.0 3202.0 2019-11-14 11:06:56.000 0.4.10 38.0 36.0 conda-forge/pipreqs pipreqs 93.0 260.0 4731.0 4203.0 https://pypi.org/project/pipreqs 2019-11-14 11:00:54.000 528.0 27891.0 28260.0 https://anaconda.org/conda-forge/pipreqs 2019-11-14 14:53:43.131 19609.0 3.0
67 65 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 2021-02-17 07:18:49.000 2021-02-17 07:18:47.000 263.0 855.0 1380.0 2021-02-12 10:16:31.000 0.15.1 50.0 138.0 wemake-python-styleguide 69.0 1573.0 271.0 257.0 https://pypi.org/project/wemake-python-styleguide 2021-02-12 10:16:31.000 14.0 18814.0 18814.0 2.0 1.0
68 66 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 2021-02-01 14:49:39.000 2020-09-28 16:15:09.000 87.0 124.0 1182.0 2020-09-18 13:15:32.000 4.3.2 45.0 41.0 conda-forge/radon radon 21.0 501.0 2700.0 1602.0 https://pypi.org/project/radon 2020-09-18 13:15:32.000 1098.0 100270.0 100909.0 https://anaconda.org/conda-forge/radon 2020-09-18 20:13:31.841 25598.0 1.0
69 67 pydocstyle https://github.com/PyCQA/pydocstyle docstring style checker. linters 28 True PyCQA/pydocstyle https://github.com/PyCQA/pydocstyle MIT 2012-01-31 17:18:23.000 2020-09-21 00:19:01.000 2020-09-19 00:07:00.000 144.0 187.0 746.0 2020-08-29 20:58:00.000 5.1.1 14.0 71.0 conda-forge/pydocstyle pydocstyle 69.0 693.0 18393.0 14473.0 https://pypi.org/project/pydocstyle 2020-08-29 20:56:43.000 3920.0 526205.0 531621.0 https://anaconda.org/conda-forge/pydocstyle 2020-08-30 00:38:13.707 297885.0 2.0 51.0
70 68 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 92.0 672.0 2020-06-23 22:10:28.000 0.14.0 18.0 26.0 conda-forge/pytest-asyncio ['pytest'] pytest-asyncio 59.0 157.0 11418.0 9390.0 https://pypi.org/project/pytest-asyncio 2020-06-23 22:10:28.000 2028.0 511447.0 518289.0 https://anaconda.org/conda-forge/pytest-asyncio 2020-10-30 17:49:56.641 307908.0 2.0
71 69 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 2021-02-14 18:25:04.000 2021-01-30 19:42:34.000 131.0 193.0 660.0 2021-01-27 21:57:28.000 0.10.0 26.0 70.0 conda-forge/nose2 nose2 55.0 988.0 5413.0 3475.0 https://pypi.org/project/nose2 2021-01-27 21:57:28.000 1938.0 109537.0 110315.0 https://anaconda.org/conda-forge/nose2 2020-02-02 06:02:02.004 25678.0 2.0 1.0
72 70 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 2021-02-18 11:01:42.000 2021-02-16 15:26:15.000 136.0 314.0 514.0 2021-02-16 15:27:55.000 4.27.0 54.0 89.0 conda-forge/breathe breathe 89.0 1378.0 6001.0 3993.0 https://pypi.org/project/breathe 2021-02-16 15:27:55.000 2008.0 35753.0 39087.0 https://anaconda.org/conda-forge/breathe 2021-02-17 04:08:50.258 173377.0 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 2021-02-16 20:35:35.000 2021-02-16 20:35:35.000 38.0 48.0 510.0 2020-11-23 23:15:47.000 20.11.1 29.0 33.0 conda-forge/flake8-bugbear ['flake8'] flake8-bugbear 35.0 152.0 4081.0 3041.0 https://pypi.org/project/flake8-bugbear 2020-11-23 23:15:47.000 1040.0 249873.0 260664.0 https://anaconda.org/conda-forge/flake8-bugbear 2020-11-24 05:42:24.272 194254.0 2.0
74 72 setuptools_scm https://github.com/pypa/setuptools_scm the blessed package to manage your versions by scm tags. build-tools 28 True pypa/setuptools_scm https://github.com/pypa/setuptools_scm MIT 2015-07-01 17:57:56.000 2021-02-09 08:38:20.000 2021-02-09 08:38:20.000 126.0 250.0 430.0 2020-12-13 22:17:40.000 5.0.1 47.0 78.0 conda-forge/setuptools_scm setuptools_scm 60.0 948.0 694.0 https://pypi.org/project/setuptools_scm 2018-08-09 06:35:57.000 694.0 5130165.0 5139638.0 https://anaconda.org/conda-forge/setuptools_scm 2020-12-14 03:19:38.747 558957.0 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 2021-02-09 21:36:16.000 2021-02-09 21:36:16.000 57.0 26.0 377.0 2020-11-14 08:08:43.000 2.0.0 13.0 27.0 conda-forge/prettytable prettytable 15.0 303.0 14484.0 14484.0 https://pypi.org/project/prettytable 2020-11-14 08:08:43.000 0.0 1112035.0 1116281.0 https://anaconda.org/conda-forge/prettytable 2020-11-14 10:12:39.810 237819.0 3.0
76 74 hacking https://github.com/openstack/hacking OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org. linters 28 True openstack/hacking https://github.com/openstack/hacking Apache-2.0 2013-03-26 21:09:28.000 2021-01-26 20:37:53.000 2021-01-26 20:37:07.000 68.0 211.0 2020-11-12 11:18:09.000 4.0.0 36.0 175.0 ['flake8'] hacking 1042.0 8690.0 https://pypi.org/project/hacking 2020-11-12 11:18:09.000 8690.0 44386.0 44386.0 2.0
77 75 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 2021-02-18 05:36:41.000 2021-02-18 05:36:34.000 285.0 1273.0 6335.0 2021-02-17 08:05:33.000 1.1.112 196.0 51.0 8.0 3009.0 45.0 41.0 38441.0 2.0 pyright https://www.npmjs.com/package/pyright 2021-02-17 07:59:04.178 4.0 38441.0
78 76 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 2021-02-18 06:54:37.000 2021-02-18 06:54:31.000 304.0 175.0 5174.0 2021-01-16 01:04:47.000 0.0.59 55.0 143.0 pyre-check 65.0 8513.0 46.0 https://pypi.org/project/pyre-check 2021-01-16 01:04:47.000 46.0 5853.0 5853.0 2.0
79 77 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 2021-02-18 11:59:00.000 2021-02-15 11:08:22.000 264.0 643.0 3843.0 2021-02-09 11:28:53.000 0.6.12 136.0 90.0 conda-forge/nuitka nuitka 171.0 7403.0 54.0 https://pypi.org/project/nuitka 2021-02-14 16:11:40.000 54.0 6558.0 10819.0 https://anaconda.org/conda-forge/nuitka 2021-02-16 19:17:42.848 247174.0 2.0
80 78 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 27 True lk-geimfari/mimesis https://github.com/lk-geimfari/mimesis MIT 2016-09-09 21:41:22.000 2021-02-17 10:13:20.000 2021-02-01 21:32:06.000 268.0 275.0 3224.0 2020-12-21 11:12:37.000 4.1.3 30.0 106.0 mimesis 12.0 1925.0 84.0 https://pypi.org/project/mimesis 2020-12-21 11:12:37.000 84.0 18892.0 18894.0 2.0 152.0
81 79 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 2021-01-08 15:51:12.000 2020-05-04 07:15:23.000 1343.0 2353.0 3144.0 2017-05-30 10:07:57.000 0.11.1 730.0 473.0 coala-bears 850.0 4469.0 218.0 10.0 https://pypi.org/project/coala-bears 2017-11-10 21:04:50.000 208.0 2745.0 2746.0 2.0 135.0
82 80 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 2021-02-17 04:28:22.000 2021-02-17 04:28:20.000 178.0 293.0 3115.0 2021-02-09 23:25:59.000 2021.2.9 87.0 57.0 conda-forge/pytype pytype 96.0 4047.0 88.0 https://pypi.org/project/pytype 2021-02-09 23:25:59.000 88.0 40110.0 43461.0 https://anaconda.org/conda-forge/pytype 2020-10-13 18:48:00.617 30160.0 2.0
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 2020-12-03 12:57:49.000 2020-12-03 12:57:47.000 292.0 98.0 2734.0 2018-08-16 03:16:49.000 0.54.0 52.0 83.0 memory_profiler 82.0 618.0 534.0 https://pypi.org/project/memory_profiler 2018-08-16 03:16:49.000 534.0 90304.0 90304.0 2.0
84 82 pex https://github.com/pantsbuild/pex A library and tool for generating .pex (Python EXecutable) files. packaging 27 True pantsbuild/pex https://github.com/pantsbuild/pex Apache-2.0 2014-07-21 17:06:12.000 2021-02-18 13:43:50.000 2021-02-17 13:00:47.000 190.0 510.0 1801.0 2021-02-07 20:42:46.000 2.1.30 119.0 95.0 pex 141.0 848.0 230.0 https://pypi.org/project/pex 2021-02-07 20:42:30.000 230.0 49986.0 54093.0 2.0 242363.0
85 83 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 27 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 1605.0 2016-11-25 22:13:29.000 4.0.515 36.0 342.0 diamond 226.0 3219.0 85.0 54.0 https://pypi.org/project/diamond 2016-11-25 22:13:29.000 31.0 14586.0 14586.0 2.0
86 84 structlog https://github.com/hynek/structlog Structured Logging for Python. logging 27 True hynek/structlog https://github.com/hynek/structlog MIT 2013-08-13 15:55:58.000 2021-02-18 08:30:39.000 2021-02-18 08:30:30.000 133.0 140.0 1428.0 2020-12-31 11:39:01.000 20.2.0 22.0 71.0 conda-forge/structlog structlog 31.0 4165.0 2959.0 https://pypi.org/project/structlog 2020-12-31 11:28:04.000 1206.0 403889.0 405504.0 https://anaconda.org/conda-forge/structlog 2021-01-04 12:27:27.303 88843.0 3.0 -2.0
87 85 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 2020-12-30 15:25:53.000 2020-10-21 22:30:57.000 115.0 211.0 1379.0 2020-10-21 22:32:26.000 1.3.1 91.0 67.0 conda-forge/prospector prospector 40.0 1051.0 3218.0 2080.0 https://pypi.org/project/prospector 2020-10-21 22:31:43.000 1138.0 69340.0 69745.0 https://anaconda.org/conda-forge/prospector 2020-11-18 00:26:14.628 21904.0 2.0
88 86 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 2021-01-26 00:11:52.000 2021-01-26 00:11:51.000 387.0 108.0 1155.0 7.0 75.0 conda-forge/pyelftools pyelftools 49.0 567.0 2661.0 1777.0 https://pypi.org/project/pyelftools 2019-12-05 13:39:36.000 884.0 291812.0 292784.0 https://anaconda.org/conda-forge/pyelftools 2020-10-27 16:16:13.901 57369.0 2.0
89 87 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 2021-02-17 23:21:50.000 2021-02-16 02:03:04.000 208.0 2619.0 1064.0 2021-01-19 22:02:05.000 4.1.0 14.0 130.0 conda-forge/scons scons 664.0 6895.0 50.0 https://pypi.org/project/scons 2019-12-17 02:49:51.000 50.0 59787.0 63023.0 https://anaconda.org/conda-forge/scons 2021-01-20 08:05:53.549 151431.0 3.0 347.0
90 88 doit https://github.com/pydoit/doit task management & automation tool. build-tools 27 True pydoit/doit https://github.com/pydoit/doit MIT 2014-02-14 22:21:23.000 2020-12-08 01:22:37.000 2020-09-01 16:32:08.000 114.0 185.0 956.0 2020-09-04 06:38:01.000 0.33.1 43.0 50.0 conda-forge/doit doit 65.0 1339.0 1122.0 656.0 https://pypi.org/project/doit 2020-09-04 06:38:01.000 466.0 31041.0 32169.0 https://anaconda.org/conda-forge/doit 2020-10-11 16:47:23.103 42901.0 3.0
91 89 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 2021-01-15 20:54:00.958 2021-01-15 19:24:46.000 79.0 68.0 955.0 2021-01-15 19:31:30.000 1.10.3 37.0 35.0 conda-forge/safety safety 40.0 369.0 2216.0 1672.0 https://pypi.org/project/safety 2021-01-12 20:37:26.000 544.0 195060.0 197748.0 https://anaconda.org/conda-forge/safety 2021-01-15 20:54:00.958 13718.0 2.0 22387.0
92 90 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 2020-12-07 12:42:45.000 2020-12-07 12:38:07.000 129.0 126.0 767.0 2020-12-07 12:41:15.000 4.0.2 89.0 37.0 conda-forge/pytest-bdd ['pytest'] pytest-bdd 102.0 634.0 1431.0 1163.0 https://pypi.org/project/pytest-bdd 2020-12-07 12:41:15.000 268.0 58976.0 59914.0 https://anaconda.org/conda-forge/pytest-bdd 2020-02-03 16:53:59.114 19703.0 2.0
93 91 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 2020-09-09 14:31:33.844 2020-09-09 13:26:11.000 90.0 175.0 677.0 2020-09-09 13:36:59.000 3.53.1 94.0 38.0 conda-forge/progressbar2 progressbar2 8.0 867.0 10009.0 7813.0 https://pypi.org/project/progressbar2 2020-09-09 13:28:47.000 2196.0 368439.0 372874.0 https://anaconda.org/conda-forge/progressbar2 2020-09-09 14:31:33.844 228704.0 3.0 1564.0
94 92 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 2020-12-23 06:06:36.000 2020-12-09 16:11:46.000 41.0 30.0 583.0 2020-11-27 15:28:40.000 1.3.2 17.0 21.0 conda-forge/yappi yappi 10.0 635.0 1002.0 362.0 https://pypi.org/project/yappi 2020-11-27 15:28:40.000 640.0 62520.0 63947.0 https://anaconda.org/conda-forge/yappi 2020-11-28 16:22:51.992 62808.0 2.0
95 93 astor https://github.com/berkerpeksag/astor Python AST read/write. ast 27 False berkerpeksag/astor https://github.com/berkerpeksag/astor BSD-3-Clause 2012-09-19 23:02:51.000 2020-12-23 02:40:21.000 2020-01-08 07:29:19.000 78.0 67.0 556.0 2019-12-10 01:50:33.000 0.8.1 14.0 28.0 conda-forge/astor astor 35.0 258.0 3756.0 https://pypi.org/project/astor 2019-12-10 01:50:33.000 3756.0 1312054.0 1334811.0 https://anaconda.org/conda-forge/astor 2020-07-01 13:36:26.971 1046866.0 2.0
96 94 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 2021-01-14 15:28:53.000 2021-01-10 12:24:27.000 94.0 145.0 448.0 2021-01-10 12:27:12.000 2.4.2 48.0 55.0 conda-forge/pylint-django ['pylint'] pylint-django 24.0 529.0 14225.0 11979.0 https://pypi.org/project/pylint-django 2021-01-10 12:25:25.000 2246.0 228299.0 229631.0 https://anaconda.org/conda-forge/pylint-django 2021-01-12 09:07:20.984 71367.0 2.0 180.0
97 95 python-coloredlogs https://github.com/xolox/python-coloredlogs Colored terminal output for Python's logging module. logging 27 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 49.0 400.0 2018-04-29 22:06:15.000 9.3.1 62.0 16.0 coloredlogs 20.0 271.0 8884.0 6788.0 https://pypi.org/project/coloredlogs 2020-12-10 13:10:51.000 2096.0 572538.0 572538.0 3.0
98 96 ddt https://github.com/datadriventests/ddt Data-Driven Tests for Python Unittest. testing 27 True datadriventests/ddt https://github.com/datadriventests/ddt MIT 2012-02-11 22:57:10.000 2021-01-25 21:51:42.000 2021-01-16 19:12:31.000 95.0 29.0 380.0 2020-05-15 02:43:35.000 1.4.1 26.0 33.0 conda-forge/ddt ddt 16.0 208.0 5790.0 3306.0 https://pypi.org/project/ddt 2020-05-15 02:43:35.000 2484.0 94630.0 95777.0 https://anaconda.org/conda-forge/ddt 2020-05-15 03:17:11.932 53918.0 2.0
99 97 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 37.0 33.0 374.0 2017-01-26 22:13:14.000 0.6.1 11.0 19.0 conda-forge/mccabe mccabe 7.0 128.0 205585.0 174575.0 https://pypi.org/project/mccabe 2017-01-26 22:13:14.000 31010.0 5626917.0 5666288.0 https://anaconda.org/conda-forge/mccabe 2018-07-08 18:43:04.536 2204823.0 2.0
100 98 pyenv https://github.com/pyenv/pyenv Simple Python version management. virtual-envs 26 True pyenv/pyenv https://github.com/pyenv/pyenv MIT 2012-08-31 06:57:52.000 2021-02-17 20:06:12.000 2021-02-17 16:32:41.000 1932.0 962.0 22445.0 2021-02-17 16:49:00.000 1.2.23 31.0 308.0 pyenv 295.0 2406.0 1.0 https://pypi.org/project/pyenv 2019-01-12 14:42:27.000 1.0 2835.0 2835.0 2.0
101 99 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 2021-02-03 11:02:15.000 2020-11-19 11:50:56.000 64.0 147.0 1299.0 2020-09-06 10:57:48.000 3.0.0 38.0 41.0 conda-forge/flit flit 70.0 847.0 226.0 https://pypi.org/project/flit 2020-09-06 10:57:48.000 226.0 15881.0 17333.0 https://anaconda.org/conda-forge/flit 2020-10-14 10:18:51.643 69739.0 3.0
102 100 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 2021-02-17 21:26:59.000 2020-10-18 16:56:10.000 233.0 389.0 1282.0 2020-10-06 16:13:40.000 0.12.10 466.0 35.0 pybuilder 87.0 1284.0 110.0 https://pypi.org/project/pybuilder 2021-02-17 21:26:59.000 110.0 5597.0 5597.0 3.0
103 101 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 66.0 128.0 1187.0 2021-01-16 17:51:40.000 2.3 41.0 27.0 conda-forge/vulture vulture 10.0 678.0 1192.0 832.0 https://pypi.org/project/vulture 2021-01-15 17:30:03.000 360.0 49750.0 50477.0 https://anaconda.org/conda-forge/vulture 2020-08-11 23:14:02.062 39295.0 2.0
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 2021-02-10 17:19:12.000 2020-11-02 10:37:12.000 68.0 74.0 715.0 2020-01-10 10:25:10.000 3.2.3 39.0 29.0 conda-forge/pytest-benchmark ['pytest'] pytest-benchmark 66.0 953.0 2297.0 1567.0 https://pypi.org/project/pytest-benchmark 2020-01-10 10:25:10.000 730.0 113101.0 119634.0 https://anaconda.org/conda-forge/pytest-benchmark 2020-03-24 11:45:49.727 385487.0 3.0
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 2020-12-30 21:40:44.000 2020-11-22 13:22:19.000 38.0 105.0 673.0 2019-04-18 20:10:18.000 0.10.0 25.0 39.0 conda-forge/pdbpp pdbpp 51.0 682.0 2853.0 1897.0 https://pypi.org/project/pdbpp 2019-10-04 12:04:09.000 956.0 67748.0 68953.0 https://anaconda.org/conda-forge/pdbpp 2019-05-07 20:32:36.208 50627.0 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 48.0 68.0 673.0 2020-04-26 13:34:09.000 0.9.3 24.0 38.0 conda-forge/pytest-sugar ['pytest'] pytest-sugar 35.0 344.0 11352.0 6772.0 https://pypi.org/project/pytest-sugar 2020-04-26 13:34:09.000 4580.0 177738.0 179860.0 https://anaconda.org/conda-forge/pytest-sugar 2020-09-18 13:41:24.029 89134.0 3.0
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 19:17:09.000 181.0 78.0 575.0 2019-03-29 17:36:17.000 0.7.0 55.0 37.0 ['sphinx'] sphinx-bootstrap-theme 47.0 393.0 2675.0 1903.0 https://pypi.org/project/sphinx-bootstrap-theme 2019-03-29 17:36:17.000 772.0 18135.0 18135.0 2.0
108 106 PyHamcrest https://github.com/hamcrest/PyHamcrest Hamcrest matchers for Python. testing 26 True hamcrest/PyHamcrest https://github.com/hamcrest/PyHamcrest BSD-3-Clause 2010-12-24 02:55:56.000 2020-10-30 10:46:27.000 2020-10-23 23:38:43.000 79.0 40.0 523.0 2020-03-02 14:42:32.000 2.0.2 22.0 34.0 conda-forge/pyhamcrest pyhamcrest 10.0 531.0 3392.0 https://pypi.org/project/pyhamcrest 2020-03-02 14:42:32.000 3392.0 942934.0 948634.0 https://anaconda.org/conda-forge/pyhamcrest 2020-03-02 15:36:14.195 324914.0 3.0
109 107 buildout https://github.com/buildout/buildout Buildout is a deployment automation tool written in and extended with Python. build-tools 26 False buildout/buildout https://github.com/buildout/buildout ZPL-2.1 2012-03-25 21:47:18.000 2021-02-18 07:18:09.000 2020-10-13 15:54:13.000 170.0 184.0 503.0 2020-02-11 15:14:12.000 2.13.3 100.0 87.0 zc.buildout 138.0 1574.0 1974.0 https://pypi.org/project/zc.buildout 2020-05-25 08:46:02.000 1974.0 50801.0 50801.0 3.0
110 108 sphinx-autodoc-typehints https://github.com/agronholm/sphinx-autodoc-typehints Type hints support for the Sphinx autodoc extension. documentation 26 True agronholm/sphinx-autodoc-typehints https://github.com/agronholm/sphinx-autodoc-typehints MIT 2015-09-21 20:41:41.000 2020-12-21 10:53:12.000 2020-10-12 20:32:13.000 60.0 66.0 308.0 2020-06-21 06:33:28.000 1.11.0 28.0 27.0 conda-forge/sphinx-autodoc-typehints ['sphinx'] sphinx-autodoc-typehints 39.0 157.0 1380.0 https://pypi.org/project/sphinx-autodoc-typehints 2020-10-12 20:37:53.000 1380.0 80507.0 83971.0 https://anaconda.org/conda-forge/sphinx-autodoc-typehints 2020-10-12 21:34:27.077 135115.0 2.0
111 109 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 61.0 282.0 2020-06-16 23:48:52.000 0.11.1 21.0 26.0 conda-forge/pep8-naming pep8-naming 10.0 210.0 8752.0 5724.0 https://pypi.org/project/pep8-naming 2020-06-16 23:48:52.000 3028.0 285571.0 288537.0 https://anaconda.org/conda-forge/pep8-naming 2020-07-01 03:49:33.929 177962.0 2.0
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 21.0 155.0 2019-12-22 18:12:11.000 1.6.3 11.0 10.0 conda-forge/astunparse astunparse 14.0 86.0 13245.0 13063.0 https://pypi.org/project/astunparse 2019-12-22 18:12:11.000 182.0 1489628.0 1492458.0 https://anaconda.org/conda-forge/astunparse 2021-01-15 07:40:29.426 124559.0 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 22.0 20.0 101.0 2020-08-07 21:45:21.000 0.4.0 16.0 10.0 conda-forge/gast gast 4.0 80.0 51263.0 47875.0 https://pypi.org/project/gast 2020-08-07 21:45:21.000 3388.0 2767892.0 2797982.0 https://anaconda.org/conda-forge/gast 2020-08-07 22:36:47.303 992985.0 3.0
114 112 sqlmap https://github.com/sqlmapproject/sqlmap Automatic SQL injection and database takeover tool. security 25 True sqlmapproject/sqlmap https://github.com/sqlmapproject/sqlmap GPL-3.0 2012-06-26 09:52:15.000 2021-02-16 13:27:10.000 2021-02-16 13:27:02.000 4187.0 4176.0 19391.0 2021-01-03 14:27:24.000 1.5 63.0 104.0 sqlmap 44.0 9714.0 8.0 https://pypi.org/project/sqlmap 2021-01-03 14:25:31.000 8.0 1729.0 1729.0 2.0
115 113 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 2021-01-25 15:17:17.000 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 21.0 140.0 692.0 https://pypi.org/project/line_profiler 2017-12-20 02:30:37.000 692.0 140525.0 143213.0 https://anaconda.org/conda-forge/line_profiler 2021-01-14 12:02:28.721 153251.0 3.0
116 114 pyinstrument https://github.com/joerick/pyinstrument Call stack profiler for Python. Shows you why your code is slow!. profiling 25 True joerick/pyinstrument https://github.com/joerick/pyinstrument BSD-3-Clause 2014-03-13 17:53:13.000 2021-02-14 22:00:50.000 2021-02-14 21:12:30.000 95.0 53.0 2488.0 2020-08-21 11:12:14.000 3.1.4 26.0 22.0 conda-forge/pyinstrument pyinstrument 21.0 408.0 356.0 220.0 https://pypi.org/project/pyinstrument 2020-09-09 18:00:59.000 136.0 46690.0 47867.0 https://anaconda.org/conda-forge/pyinstrument 2020-12-17 19:08:06.344 62428.0 3.0
117 115 uiautomator https://github.com/xiaocong/uiautomator Python wrapper of Android uiautomator test tool. testing 25 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 1639.0 2020-11-16 03:43:07.000 1.0.2 41.0 13.0 uiautomator 165.0 316.0 302.0 180.0 https://pypi.org/project/uiautomator 2020-11-16 03:43:07.000 122.0 3256.0 3256.0 3.0
118 116 stackprinter https://github.com/cknd/stackprinter Debugging-friendly exceptions for Python. logging 25 True cknd/stackprinter https://github.com/cknd/stackprinter MIT 2018-09-05 10:58:47.000 2021-01-02 06:03:14.000 2021-01-01 18:48:26.000 31.0 12.0 1123.0 2020-10-31 13:10:42.000 0.2.5 14.0 6.0 stackprinter 9.0 159.0 51.0 47.0 https://pypi.org/project/stackprinter 2020-10-31 13:06:59.000 4.0 63772.0 63772.0 3.0
119 117 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 25 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 46.0 735.0 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 74887.0 78350.0 https://anaconda.org/conda-forge/pympler 2020-10-14 22:08:39.935 162799.0 3.0
120 118 green https://github.com/CleanCut/green Green is a clean, colorful, fast python test runner. testing 25 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 73.0 158.0 689.0 2020-11-23 18:43:18.000 3.2.5 139.0 37.0 conda-forge/green green 12.0 1036.0 917.0 559.0 https://pypi.org/project/green 2020-11-23 18:43:18.000 358.0 5731.0 7346.0 https://anaconda.org/conda-forge/green 2020-11-12 18:09:27.157 66231.0 3.0
121 119 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 14:28:12.000 121.0 297.0 560.0 2020-05-16 12:35:26.000 0.4.2 16.0 53.0 conda-forge/asv asv 102.0 1887.0 219.0 131.0 https://pypi.org/project/asv 2020-05-16 12:33:41.000 88.0 4446.0 10788.0 https://anaconda.org/conda-forge/asv 2021-02-16 18:17:19.627 310791.0 3.0
122 120 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 49.0 40.0 547.0 2018-05-20 19:52:16.000 4.2.0 17.0 16.0 conda-forge/pytest-watch ['pytest'] pytest-watch 30.0 183.0 2195.0 1968.0 https://pypi.org/project/pytest-watch 2018-05-20 19:52:16.000 227.0 78664.0 79562.0 https://anaconda.org/conda-forge/pytest-watch 2021-01-18 20:02:36.906 33229.0 3.0
123 121 paver https://github.com/paver/paver Python-based project scripting. build-tools 25 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 90.0 438.0 2017-12-31 01:13:41.000 1.3.4 28.0 44.0 conda-forge/paver paver 36.0 525.0 1876.0 https://pypi.org/project/paver 2017-12-31 01:13:41.000 1876.0 20346.0 20738.0 https://anaconda.org/conda-forge/paver 2018-07-24 12:48:36.122 20033.0 3.0
124 122 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 2020-12-27 17:36:41.000 2020-12-27 17:36:40.000 38.0 32.0 353.0 2019-08-04 15:14:24.000 1.3.1 36.0 17.0 conda-forge/autoflake autoflake 22.0 439.0 2478.0 1898.0 https://pypi.org/project/autoflake 2019-08-04 15:14:24.000 580.0 182084.0 185255.0 https://anaconda.org/conda-forge/autoflake 2019-04-25 16:08:45.978 69782.0 2.0
125 123 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 2021-02-14 00:00:42.000 2020-08-04 12:21:12.000 61.0 83.0 232.0 2019-03-04 08:39:11.000 0.18.1 34.0 40.0 conda-forge/flake8-import-order ['flake8'] 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 144626.0 148193.0 https://anaconda.org/conda-forge/flake8-import-order 2019-03-06 03:48:48.199 181966.0 2.0
126 124 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 70.0 221.0 40.0 18.0 conda-forge/check-manifest check-manifest 14.0 517.0 6210.0 4406.0 https://pypi.org/project/check-manifest 2021-01-04 14:37:14.000 1804.0 90623.0 91426.0 https://anaconda.org/conda-forge/check-manifest 2021-01-04 16:36:49.618 20880.0 2.0
127 125 pytest-mypy https://github.com/dbader/pytest-mypy Mypy static type checker plugin for Pytest. testing 25 True dbader/pytest-mypy https://github.com/dbader/pytest-mypy MIT 2016-09-29 14:39:23.000 2020-11-24 14:50:18.057 2020-11-13 23:44:03.000 31.0 33.0 185.0 2020-11-14 01:36:41.000 0.8.0 16.0 15.0 conda-forge/pytest-mypy ['pytest'] pytest-mypy 8.0 202.0 1185.0 919.0 https://pypi.org/project/pytest-mypy 2020-11-14 01:36:41.000 266.0 103022.0 103601.0 https://anaconda.org/conda-forge/pytest-mypy 2020-11-24 14:50:18.057 6952.0 3.0
128 126 playwright-python https://github.com/microsoft/playwright-python Python version of the Playwright testing and automation library. testing 24 True microsoft/playwright-python https://github.com/microsoft/playwright-python Apache-2.0 2020-07-01 15:28:13.000 2021-02-18 08:39:18.000 2021-02-18 08:39:18.000 327.0 191.0 4087.0 2021-01-20 20:39:15.000 1.8.0a1 46.0 14.0 playwright 37.0 279.0 105.0 105.0 https://pypi.org/project/playwright 2021-01-20 20:41:12.000 0.0 8403.0 8403.0 3.0
129 127 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 3867.0 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 15721.0 15721.0 3.0
130 128 alive-progress https://github.com/rsalmei/alive-progress A new kind of Progress Bar, with real time throughput, eta and very cool animations!. logging 24 True rsalmei/alive-progress https://github.com/rsalmei/alive-progress MIT 2019-08-05 05:54:30.000 2021-02-10 03:35:58.000 2021-01-08 01:36:09.000 51.0 41.0 1868.0 2021-01-08 01:37:28.000 1.6.2 19.0 1.0 conda-forge/alive-progress alive-progress 13.0 246.0 229.0 229.0 https://pypi.org/project/alive-progress 2021-01-08 01:37:28.000 0.0 8160.0 8646.0 https://anaconda.org/conda-forge/alive-progress 2021-01-08 03:33:35.990 5835.0 3.0
131 129 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 2021-02-15 16:32:35.000 2020-12-30 22:21:45.000 69.0 52.0 1796.0 2019-10-05 13:00:41.000 1.2.1 26.0 14.0 notifiers 35.0 377.0 117.0 111.0 https://pypi.org/project/notifiers 2019-10-05 13:00:41.000 6.0 100990.0 100990.0 3.0
132 130 Bowler https://github.com/facebookincubator/Bowler Safe code refactoring for modern Python. refactoring 24 True facebookincubator/Bowler https://github.com/facebookincubator/Bowler MIT 2018-06-07 21:44:17.000 2021-01-28 03:15:48.000 2021-01-25 20:45:44.000 85.0 33.0 1248.0 2020-09-17 01:55:39.000 0.9.0 8.0 26.0 conda-forge/bowler bowler 43.0 180.0 10.0 https://pypi.org/project/bowler 2020-09-17 01:55:39.000 10.0 26509.0 26835.0 https://anaconda.org/conda-forge/bowler 2019-06-12 18:37:14.246 8803.0 2.0
133 131 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 2021-02-12 20:36:45.790 2021-02-12 17:19:28.000 62.0 232.0 1184.0 58.0 33.0 conda-forge/mamba 110.0 955.0 303.0 303.0 20049.0 https://anaconda.org/conda-forge/mamba 2021-02-12 20:36:45.790 461134.0 3.0
134 132 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 71.0 53.0 759.0 2018-11-02 11:01:56.000 7.6.6 97.0 38.0 pylama 61.0 689.0 2623.0 2220.0 https://pypi.org/project/pylama 2018-11-02 11:01:56.000 403.0 43164.0 43164.0 3.0
135 133 typeguard https://github.com/agronholm/typeguard Run-time type checker for Python. debugging 24 True agronholm/typeguard https://github.com/agronholm/typeguard MIT 2015-12-27 23:15:37.000 2021-02-17 00:33:38.677 2021-02-16 19:55:56.000 55.0 110.0 588.0 2021-02-16 20:04:08.000 2.11.1 39.0 16.0 conda-forge/typeguard typeguard 32.0 232.0 158.0 https://pypi.org/project/typeguard 2021-02-16 20:04:08.000 158.0 432733.0 433865.0 https://anaconda.org/conda-forge/typeguard 2021-02-17 00:33:38.677 28303.0 3.0
136 134 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 2021-02-17 19:00:43.000 2021-02-14 02:27:10.000 82.0 144.0 491.0 2021-01-01 01:16:23.000 2020.12.31 18.0 53.0 conda-forge/nox ['pytest'] nox 50.0 512.0 456.0 https://pypi.org/project/nox 2021-01-01 01:16:23.000 56.0 84547.0 85205.0 https://anaconda.org/conda-forge/nox 2021-01-06 20:13:32.270 18442.0 3.0 -2.0
137 135 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 2021-02-11 15:40:58.000 2020-11-16 12:31:58.000 61.0 52.0 457.0 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 7109.0 7109.0 3.0
138 136 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 2021-02-18 05:16:56.000 2021-02-15 17:18:01.000 51.0 58.0 322.0 29.0 26.0 mypy-protobuf 8.0 248.0 210.0 186.0 https://pypi.org/project/mypy-protobuf 2021-02-04 23:42:23.000 24.0 215110.0 215110.0 3.0
139 137 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 24 True executablebooks/sphinx-autobuild https://github.com/executablebooks/sphinx-autobuild MIT 2013-12-25 17:09:56.000 2021-02-06 10:28:27.000 2021-02-06 10:28:27.000 48.0 44.0 305.0 2017-07-05 10:52:34.000 0.7.1 13.0 17.0 conda-forge/sphinx-autobuild ['sphinx'] sphinx-autobuild 10.0 4682.0 https://pypi.org/project/sphinx-autobuild 2017-07-05 10:52:34.000 4682.0 60094.0 60967.0 https://anaconda.org/conda-forge/sphinx-autobuild 2020-12-16 17:57:16.464 40164.0 2.0 -2.0
140 138 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 2021-02-17 05:45:27.000 2021-01-30 21:00:37.000 24.0 85.0 273.0 2021-01-30 20:56:42.000 1.6.0 46.0 20.0 conda-forge/darglint darglint 35.0 467.0 303.0 283.0 https://pypi.org/project/darglint 2021-01-30 20:56:42.000 20.0 44991.0 45468.0 https://anaconda.org/conda-forge/darglint 2021-01-30 22:55:47.068 8119.0 3.0
141 139 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 2021-02-16 19:34:08.000 2021-01-17 22:51:47.000 29.0 49.0 166.0 2021-01-23 13:49:12.000 0.10.2.0 6.0 12.0 py2exe 6.0 923.0 1197.0 1024.0 https://pypi.org/project/py2exe 2021-01-23 13:50:35.000 173.0 12393.0 12726.0 2.0 7679.0
142 140 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'] flake8-quotes 3.0 99.0 4204.0 2800.0 https://pypi.org/project/flake8-quotes 2020-05-12 23:46:28.000 1404.0 179511.0 182198.0 https://anaconda.org/conda-forge/flake8-quotes 2020-05-13 00:39:59.431 142423.0 3.0
143 141 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 37.0 100.0 2020-08-11 08:04:21.000 4.0.0 31.0 28.0 conda-forge/flake8-isort ['flake8'] flake8-isort 7.0 257.0 3408.0 2480.0 https://pypi.org/project/flake8-isort 2020-08-11 08:04:21.000 928.0 130212.0 130836.0 https://anaconda.org/conda-forge/flake8-isort 2020-08-11 09:43:27.627 9987.0 3.0
144 142 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 2021-01-26 22:38:51.000 2020-12-21 02:51:39.000 457.0 153.0 7813.0 2020-12-21 03:07:33.000 0.14.0.2 90.0 35.0 gdbgui 108.0 420.0 67.0 65.0 https://pypi.org/project/gdbgui 2020-12-21 02:53:00.000 2.0 6105.0 6455.0 3.0 2454.0
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 03:14:37.000 325.0 38.0 3478.0 2021-02-03 17:26:47.000 3.15.0 164.0 16.0 conda-forge/rebound rebound 20.0 166.0 30.0 16.0 https://pypi.org/project/rebound 2021-02-12 16:01:26.000 14.0 853.0 3044.0 https://anaconda.org/conda-forge/rebound 2021-02-12 20:08:59.862 98442.0 3.0 160.0
146 144 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 2021-02-10 19:13:27.000 2021-02-10 00:35:30.000 121.0 102.0 3272.0 2020-05-18 19:40:30.000 20.5.0 20.0 35.0 conda-forge/monkeytype monkeytype 30.0 269.0 148.0 114.0 https://pypi.org/project/monkeytype 2020-05-18 19:40:30.000 34.0 5959.0 6725.0 https://anaconda.org/conda-forge/monkeytype 2020-05-19 00:57:07.937 28361.0 2.0
147 145 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 2021-01-29 18:56:38.000 2021-01-29 18:56:37.000 263.0 193.0 1848.0 2020-11-12 20:35:38.000 6.1.0 3.0 102.0 ['pytest'] pytest-testinfra 107.0 633.0 https://pypi.org/project/pytest-testinfra 2020-11-12 20:35:38.000 36019.0 36019.0 3.0
148 146 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 2021-02-17 05:42:52.000 2021-02-17 05:42:43.000 116.0 449.0 851.0 2021-02-01 05:33:37.000 6.6.1 218.0 13.0 pyarmor 14.0 3038.0 157.0 147.0 https://pypi.org/project/pyarmor 2021-02-01 05:33:37.000 10.0 14417.0 14417.0 3.0 18.0
149 147 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 46.0 571.0 2019-03-17 19:03:54.000 0.9.2 15.0 34.0 redbaron 59.0 1669.0 373.0 245.0 https://pypi.org/project/redbaron 2019-03-17 18:59:01.000 128.0 6345.0 6345.0 2.0
150 148 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 2021-02-09 03:12:56.000 2020-12-27 18:10:35.000 27.0 22.0 200.0 2019-11-10 16:23:03.000 1.3.1 48.0 15.0 docformatter 18.0 441.0 613.0 503.0 https://pypi.org/project/docformatter 2020-12-27 18:11:12.000 110.0 20894.0 20894.0 3.0
151 149 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 2021-01-26 02:15:06.000 2021-01-26 02:15:04.000 6.0 24.0 180.0 2020-10-12 08:27:22.000 1.0.0 10.0 9.0 ['flake8'] flake8-eradicate 2.0 274.0 72.0 https://pypi.org/project/flake8-eradicate 2020-10-12 08:26:40.000 72.0 62120.0 62120.0 3.0
152 150 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 25.0 119.0 2018-03-19 16:49:31.000 2.0.0 19.0 9.0 ['flake8'] flake8-commas 5.0 165.0 1819.0 1269.0 https://pypi.org/project/flake8-commas 2018-03-19 16:49:31.000 550.0 117406.0 117406.0 3.0
153 151 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 2021-02-13 00:21:27.000 2021-02-13 00:21:27.000 27.0 41.0 115.0 2021-02-11 21:07:33.000 0.9.22 22.0 16.0 conda-forge/asteval asteval 4.0 380.0 732.0 494.0 https://pypi.org/project/asteval 2021-02-11 21:07:33.000 238.0 38143.0 40299.0 https://anaconda.org/conda-forge/asteval 2021-02-12 00:42:48.120 112120.0 3.0
154 152 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 6.0 193.0 108.0 2020-09-16 09:18:09.000 0.22 38.0 24.0 py2app 136.0 595.0 5163.0 3521.0 https://pypi.org/project/py2app 2021-01-02 09:31:59.000 1642.0 4904.0 4904.0 2.0
155 153 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 2021-02-14 10:26:23.000 2021-02-14 10:26:20.000 203.0 174.0 5526.0 2021-01-25 16:52:51.000 1.0.61 46.0 27.0 bpytop 29.0 365.0 https://pypi.org/project/bpytop 2021-01-25 16:52:51.000 4871.0 4871.0 3.0
156 154 vprof https://github.com/nvdv/vprof Visual profiler for Python. profiling 22 True nvdv/vprof https://github.com/nvdv/vprof BSD-2-Clause 2015-06-29 03:59:39.000 2020-11-08 14:27:24.000 2020-11-08 14:27:12.000 165.0 56.0 3714.0 2018-06-24 14:16:36.000 0.37.6 24.0 17.0 vprof 23.0 618.0 79.0 70.0 https://pypi.org/project/vprof 2020-02-29 13:31:59.000 9.0 1473.0 1473.0 3.0
157 155 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 2021-01-29 20:28:19.000 2021-01-29 20:28:18.000 51.0 30.0 2242.0 2021-01-27 01:30:01.000 2.1.0 14.0 10.0 icecream 11.0 182.0 6.0 https://pypi.org/project/icecream 2021-01-27 01:30:01.000 6.0 8749.0 8749.0 3.0
158 156 pyt https://github.com/python-security/pyt A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications. security 22 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 2016.0 2018-11-01 16:02:57.000 0.42 15.0 22.0 python-taint 19.0 1576.0 51.0 40.0 https://pypi.org/project/python-taint 2018-11-01 16:02:04.000 11.0 914.0 916.0 3.0 58.0
159 157 sixpack https://github.com/sixpack/sixpack Sixpack is a language-agnostic a/b-testing framework. testing 22 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 1669.0 2017-11-22 14:27:35.000 2.7.0 37.0 55.0 sixpack 88.0 828.0 12.0 8.0 https://pypi.org/project/sixpack 2017-11-22 14:27:35.000 4.0 197.0 197.0 3.0
160 158 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 2021-02-12 17:49:53.000 2021-02-08 17:21:48.000 60.0 144.0 848.0 2021-02-08 00:10:45.000 2.10.0 85.0 14.0 conda-forge/pyupgrade pyupgrade 21.0 601.0 10.0 https://pypi.org/project/pyupgrade 2021-02-08 00:10:45.000 10.0 32985.0 39310.0 https://anaconda.org/conda-forge/pyupgrade 2021-02-08 02:18:35.520 158128.0 3.0
161 159 pdoc https://github.com/mitmproxy/pdoc API Documentation for Python Projects. documentation 22 True mitmproxy/pdoc https://github.com/mitmproxy/pdoc Unlicense 2013-08-04 21:12:50.000 2021-02-18 14:31:27.000 2021-02-18 14:31:22.000 98.0 140.0 840.0 2021-02-14 21:02:25.000 6.3.1 52.0 26.0 pdoc 3.0 570.0 282.0 https://pypi.org/project/pdoc 2021-02-14 21:02:25.000 288.0 6333.0 6333.0 3.0
162 160 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 2021-02-09 10:21:43.000 2020-12-11 22:53:20.000 95.0 124.0 673.0 2020-07-03 08:11:24.000 2.5.1 20.0 26.0 pynsist 23.0 532.0 88.0 https://pypi.org/project/pynsist 2020-11-05 21:10:48.000 88.0 2203.0 2203.0 3.0
163 161 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 2021-02-18 04:54:06.000 2021-02-18 04:53:16.000 142.0 533.0 653.0 2021-01-24 10:58:47.000 6.5.3 15.0 86.0 conda-forge/cx_freeze cx_freeze 73.0 153.0 https://pypi.org/project/cx_freeze 2017-12-16 18:09:35.000 153.0 13115.0 15034.0 https://anaconda.org/conda-forge/cx_freeze 2021-01-05 08:47:35.640 47988.0 3.0
164 162 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 2021-02-11 09:41:50.000 2021-01-26 21:15:19.000 27.0 44.0 587.0 2020-10-24 15:25:27.000 3.3.1 41.0 6.0 hunter 34.0 902.0 88.0 54.0 https://pypi.org/project/hunter 2020-10-24 15:25:27.000 34.0 4892.0 4892.0 3.0
165 163 pytest-testmon https://github.com/tarpas/pytest-testmon Selects tests affected by changed files. Continous test runner when used with pytest-watch. testing 22 True tarpas/pytest-testmon https://github.com/tarpas/pytest-testmon AGPL-3.0 2015-02-02 14:21:10.000 2021-02-16 11:12:37.000 2021-02-16 10:23:24.000 25.0 71.0 466.0 2020-08-05 15:08:20.000 1.0.3 31.0 16.0 conda-forge/pytest-testmon ['pytest'] pytest-testmon 36.0 272.0 302.0 253.0 https://pypi.org/project/pytest-testmon 2019-11-27 13:50:53.000 49.0 23904.0 24657.0 https://anaconda.org/conda-forge/pytest-testmon 2019-08-03 00:17:17.063 27115.0 3.0
166 164 pytest-randomly https://github.com/pytest-dev/pytest-randomly Pytest plugin to randomly order tests and control random.seed. testing 22 True pytest-dev/pytest-randomly https://github.com/pytest-dev/pytest-randomly MIT 2016-04-08 15:48:10.000 2021-02-13 12:46:02.000 2021-02-13 12:46:01.000 21.0 27.0 279.0 2020-11-16 10:02:15.000 3.5.0 20.0 15.0 pytest-randomly 7.0 107.0 https://pypi.org/project/pytest-randomly 2020-11-16 10:02:15.000 107.0 227701.0 227701.0 3.0 -2.0
167 165 baron https://github.com/PyCQA/baron IDE allow you to refactor code, Baron allows you to write refactoring code. refactoring 22 True 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 1489.0 248.0 136.0 https://pypi.org/project/baron 2019-02-01 15:17:04.000 112.0 6585.0 6585.0 3.0
168 166 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 2021-02-07 16:33:12.000 2021-02-07 16:33:11.000 12.0 28.0 245.0 2020-12-19 10:49:01.000 3.3.1 25.0 9.0 conda-forge/flake8-comprehensions ['flake8'] flake8-comprehensions 10.0 714.0 https://pypi.org/project/flake8-comprehensions 2020-12-19 10:49:01.000 714.0 175662.0 180869.0 https://anaconda.org/conda-forge/flake8-comprehensions 2020-12-20 00:33:24.687 265594.0 3.0
169 167 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 2021-02-07 05:11:12.000 2020-11-03 22:08:37.000 18.0 16.0 238.0 2020-11-03 22:11:18.000 1.3.2 12.0 8.0 interrogate 11.0 122.0 361.0 361.0 https://pypi.org/project/interrogate 2020-11-03 22:11:18.000 0.0 14859.0 14859.0 3.0
170 168 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 35.0 42.0 153.0 2020-01-11 00:04:02.000 1.6.2 31.0 10.0 ['sphinx'] releases 28.0 520.0 1026.0 320.0 https://pypi.org/project/releases 2020-01-11 00:04:02.000 706.0 3825.0 3825.0 3.0
171 169 xdoctest https://github.com/Erotemic/xdoctest A rewrite of Python's builtin doctest module (with pytest plugin integration) but without all the weirdness. testing 22 True Erotemic/xdoctest https://github.com/Erotemic/xdoctest Apache-2.0 2017-09-24 01:59:02.000 2021-01-29 16:21:44.000 2021-01-29 16:06:28.000 4.0 16.0 88.0 2021-01-29 16:18:48.000 0.15.4 56.0 4.0 xdoctest 16.0 583.0 808.0 756.0 https://pypi.org/project/xdoctest 2021-01-29 16:18:48.000 52.0 17886.0 17886.0 3.0 conda-forge/xdoctest
172 170 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 90304.0 92153.0 https://anaconda.org/conda-forge/memory_profiler 2020-10-20 18:00:58.207 105444.0 3.0
173 171 Scalene https://github.com/emeryberger/scalene Scalene: a high-performance, high-precision CPU and memory profiler for Python. profiling 21 True emeryberger/scalene https://github.com/emeryberger/scalene Apache-2.0 2019-12-17 20:56:28.000 2021-02-17 00:16:27.000 2021-02-17 00:16:23.000 133.0 58.0 3693.0 2021-01-27 22:40:19.000 1.1.15 88.0 17.0 scalene 22.0 968.0 28.0 28.0 https://pypi.org/project/scalene 2021-01-27 22:40:19.000 0.0 1005.0 1005.0 3.0
174 172 pipx https://github.com/pipxproject/pipx Install and Run Python Applications in Isolated Environments. dependency-managers 21 True pipxproject/pipx https://github.com/pipxproject/pipx MIT 2018-10-06 18:47:46.000 2021-02-16 06:25:59.000 2021-02-16 04:35:23.000 146.0 286.0 3215.0 2021-01-16 07:52:21.000 0.16.0.0 41.0 53.0 pipx 64.0 415.0 2.0 https://pypi.org/project/pipx 2021-01-16 08:17:57.000 2.0 18115.0 18115.0 3.0
175 173 dephell https://github.com/dephell/dephell Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build.. dependency-managers 21 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 96.0 161.0 1677.0 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 7117.0 7123.0 3.0 122.0
176 174 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 2021-02-06 00:39:39.000 2020-11-10 12:27:42.000 42.0 33.0 1173.0 2019-09-16 15:37:03.000 1.2.0 9.0 15.0 pyannotate 24.0 93.0 79.0 57.0 https://pypi.org/project/pyannotate 2019-09-16 15:37:03.000 22.0 1473.0 1473.0 3.0
177 175 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 2021-02-11 20:10:00.000 2020-12-14 23:37:34.000 62.0 55.0 1122.0 2020-10-19 03:49:16.000 0.4.0 53.0 29.0 shiv 26.0 10.0 https://pypi.org/project/shiv 2020-10-19 03:49:16.000 10.0 2373.0 2379.0 3.0 114.0
178 176 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 19:59:49.000 127.0 28.0 736.0 2018-07-25 01:42:48.000 0.6.0 11.0 36.0 pycco 26.0 222.0 311.0 205.0 https://pypi.org/project/pycco 2018-07-25 01:42:48.000 106.0 846.0 846.0 3.0
179 177 dlint https://github.com/dlint-py/dlint Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure. security 21 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 8480.0 8480.0 3.0
180 178 dodgy https://github.com/landscapeio/dodgy Looks at Python code to search for things which look dodgy such as passwords or diffs. security 21 False landscapeio/dodgy https://github.com/landscapeio/dodgy MIT 2013-12-25 12:22:20.000 2020-09-30 08:09:38.000 2019-12-31 16:45:20.000 15.0 2.0 88.0 2019-12-31 16:44:58.000 0.2.1 10.0 11.0 conda-forge/dodgy dodgy 8.0 64.0 1748.0 1224.0 https://pypi.org/project/dodgy 2019-12-31 16:44:58.000 524.0 70940.0 71337.0 https://anaconda.org/conda-forge/dodgy 2020-06-10 17:10:06.579 21485.0 3.0
181 179 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 58.0 2020-05-14 10:45:01.000 1.5.3 23.0 13.0 conda-forge/flake8-builtins ['flake8'] flake8-builtins 2.0 209.0 2137.0 1625.0 https://pypi.org/project/flake8-builtins 2020-05-14 10:45:01.000 512.0 124403.0 126456.0 https://anaconda.org/conda-forge/flake8-builtins 2020-05-18 15:22:26.836 104708.0 3.0
182 180 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 2021-01-07 06:30:51.000 2021-01-07 06:30:50.000 7.0 5.0 56.0 4.0 6.0 conda-forge/pylint-flask ['pylint'] pylint-flask 3.0 39.0 4536.0 4436.0 https://pypi.org/project/pylint-flask 2016-08-27 23:02:08.000 100.0 75294.0 76116.0 https://anaconda.org/conda-forge/pylint-flask 2019-02-02 18:28:49.934 44432.0 3.0
183 181 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 2993.0 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 1659.0 1659.0 3.0
184 182 pyrasite https://github.com/lmacken/pyrasite Inject code into running Python processes. debugging 20 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 17:42:17.000 185.0 14.0 2520.0 13.0 20.0 pyrasite 37.0 274.0 32.0 27.0 https://pypi.org/project/pyrasite 2012-05-09 19:11:33.000 5.0 4871.0 4871.0 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 2021-01-27 14:50:49.000 2021-01-27 14:50:42.000 45.0 21.0 1426.0 2020-12-02 20:41:20.000 20.12.2 3.0 21.0 xar 8.0 54.0 13.0 13.0 https://pypi.org/project/xar 2020-12-02 20:41:20.000 130.0 130.0 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 2021-02-17 06:45:14.000 2021-02-17 06:44:25.000 52.0 25.0 708.0 2021-01-30 05:25:26.000 1.5.1 26.0 14.0 portray 16.0 216.0 8.0 https://pypi.org/project/portray 2021-02-17 06:44:47.000 8.0 1992.0 1992.0 3.0
187 185 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 2021-02-17 20:35:50.000 2021-02-17 20:35:50.000 30.0 109.0 292.0 2021-01-06 21:43:56.000 0.14.0 34.0 18.0 ['mkdocs'] mkdocstrings 43.0 384.0 0.0 https://pypi.org/project/mkdocstrings 2021-01-06 21:43:56.000 0.0 10162.0 10162.0 3.0 mkdocstrings/mkdocstrings
188 186 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 31837.0 32098.0 https://anaconda.org/conda-forge/assertpy 2020-07-19 15:23:26.710 10192.0 3.0
189 187 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 32.0 215.0 2021-01-11 18:40:32.000 0.9.0 28.0 15.0 ['flake8'] flakehell 4.0 368.0 0.0 https://pypi.org/project/flakehell 2021-01-11 18:40:32.000 0.0 12329.0 12332.0 3.0 50.0
190 188 pytest-docker https://github.com/avast/pytest-docker Docker-based integration tests. testing 20 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 13.0 189.0 2020-09-22 09:28:03.000 0.10.1 13.0 9.0 ['pytest'] pytest-docker 16.0 56.0 14.0 https://pypi.org/project/pytest-docker 2020-09-22 09:28:03.000 14.0 9866.0 9871.0 3.0 66.0
191 189 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 23.0 181.0 2019-10-08 16:24:35.000 0.7.0 17.0 7.0 conda-forge/xenon xenon 6.0 100.0 242.0 180.0 https://pypi.org/project/xenon 2020-09-16 09:47:41.000 62.0 17094.0 17342.0 https://anaconda.org/conda-forge/xenon 2019-10-12 20:39:43.883 9946.0 3.0
192 190 data-science-types https://github.com/predictive-analytics-lab/data-science-types Mypy stubs, i.e., type information, for numpy, pandas and matplotlib. linters 20 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 57.0 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 6955.0 6955.0 3.0 -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 True 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 19.0 170.0 2019-11-20 10:54:24.000 0.6.2 12.0 7.0 conda-forge/pytest-lazy-fixture ['pytest'] pytest-lazy-fixture 12.0 92.0 288.0 257.0 https://pypi.org/project/pytest-lazy-fixture 2020-02-01 18:04:00.000 31.0 48012.0 52946.0 https://anaconda.org/conda-forge/pytest-lazy-fixture 2020-02-01 18:49:47.818 226984.0 3.0
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 2021-01-06 17:14:12.000 2020-07-23 01:35:13.000 27.0 43.0 168.0 2020-07-23 01:35:39.000 0.5.8 22.0 9.0 ['mkdocs'] mkdocs-pdf-export-plugin 29.0 68.0 113.0 109.0 https://pypi.org/project/mkdocs-pdf-export-plugin 2020-07-23 01:35:04.000 4.0 4534.0 4534.0 3.0
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 2021-02-08 17:21:34.000 2021-02-08 17:21:33.000 11.0 30.0 161.0 2021-01-24 18:14:07.000 2.1.0 30.0 9.0 add-trailing-comma 1.0 217.0 14.0 https://pypi.org/project/add-trailing-comma 2021-01-24 18:14:07.000 14.0 2487.0 2487.0 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 2020-12-22 01:59:58.000 2020-12-22 01:43:41.000 17.0 30.0 131.0 2020-12-22 02:04:30.000 2.5.0 16.0 2.0 ['mkdocs'] mkdocs-awesome-pages-plugin 5.0 53.0 363.0 273.0 https://pypi.org/project/mkdocs-awesome-pages-plugin 2020-12-22 01:59:58.000 90.0 8104.0 8104.0 3.0
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 13.0 112.0 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 68372.0 68372.0 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'] flake8-black 4.0 85.0 626.0 590.0 https://pypi.org/project/flake8-black 2020-07-25 16:07:56.000 36.0 64742.0 68342.0 https://anaconda.org/conda-forge/flake8-black 2020-07-25 16:32:38.063 72008.0 3.0
199 197 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 25.0 1968.0 2020-11-24 01:10:26.000 1.2.19 42.0 4.0 pretty_errors 1.0 119.0 0.0 https://pypi.org/project/pretty_errors 2020-11-24 01:10:26.000 0.0 5223.0 5223.0 3.0
200 198 Birdseye https://github.com/alexmojaki/birdseye Graphical Python debugger which lets you easily view the values of all evaluated expressions. debugging 19 True alexmojaki/birdseye https://github.com/alexmojaki/birdseye MIT 2017-07-22 18:49:20.000 2020-08-25 21:49:38.000 2020-08-25 21:35:41.000 70.0 26.0 1366.0 2020-08-25 21:49:38.000 0.8.4 35.0 8.0 birdseye 19.0 380.0 34.0 34.0 https://pypi.org/project/birdseye 2020-08-25 21:49:38.000 443.0 443.0 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 2021-01-21 18:28:17.000 2021-01-21 18:28:16.000 26.0 40.0 683.0 2020-11-21 15:09:28.000 0.2.9 23.0 21.0 pyflow 38.0 273.0 https://pypi.org/project/pyflow 2020-11-21 15:18:30.000 59.0 209.0 3.0 2704.0
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 2020-10-31 17:54:07.000 2020-10-01 23:10:22.000 36.0 48.0 659.0 2020-09-02 06:33:11.000 1.19.0 45.0 14.0 wily 28.0 686.0 8.0 https://pypi.org/project/wily 2020-09-02 06:33:11.000 8.0 1676.0 1676.0 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 16.0 461.0 461.0 3.0
204 202 python-manhole https://github.com/ionelmc/python-manhole Debugging manhole for python applications. debugging 19 False ionelmc/python-manhole https://github.com/ionelmc/python-manhole BSD-2-Clause 2013-06-26 21:49:34.000 2019-12-10 10:02:01.000 2019-12-10 10:01:59.000 14.0 14.0 304.0 2019-01-20 11:58:25.000 1.6.0 20.0 9.0 manhole 6.0 459.0 130.0 64.0 https://pypi.org/project/manhole 2019-01-20 11:58:25.000 66.0 4212.0 4212.0 3.0
205 203 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 2021-02-18 02:25:51.000 2021-02-18 02:25:15.000 116.0 191.0 289.0 2020-11-15 09:12:52.000 3.2.0 35.0 44.0 constructor 32.0 927.0 8.0 8.0 69.0 https://anaconda.org/anaconda/constructor 2020-08-22 09:13:31.665 3455.0 3.0 219.0
206 204 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 2021-02-08 17:18:40.000 2021-02-08 17:18:39.000 15.0 21.0 155.0 2021-01-25 22:08:17.000 1.9.2 18.0 10.0 conda-forge/blacken-docs blacken-docs 2.0 128.0 22.0 https://pypi.org/project/blacken-docs 2021-01-25 22:08:17.000 22.0 1973.0 3933.0 https://anaconda.org/conda-forge/blacken-docs 2021-01-25 23:52:45.051 13721.0 3.0
207 205 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 11.0 133.0 2019-10-22 13:04:22.000 1.3.1 9.0 7.0 conda-forge/pytest-datadir ['pytest'] pytest-datadir 3.0 71.0 347.0 295.0 https://pypi.org/project/pytest-datadir 2019-10-22 13:04:22.000 52.0 40345.0 41580.0 https://anaconda.org/conda-forge/pytest-datadir 2019-10-23 16:32:51.374 64252.0 3.0
208 206 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 3.0 106.0 2017-08-31 23:17:01.000 17.8.0 6.0 8.0 ['flake8'] flake8-mypy 19.0 50.0 830.0 632.0 https://pypi.org/project/flake8-mypy 2017-08-31 23:17:01.000 198.0 17132.0 17132.0 3.0
209 207 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'] flake8-bandit 3.0 44.0 156.0 https://pypi.org/project/flake8-bandit 2019-10-08 03:58:31.000 156.0 58210.0 58210.0 3.0
210 208 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 10.0 3.0 53.0 2013-06-22 15:34:37.000 0.1.5 10.0 5.0 unify 6.0 69.0 217.0 202.0 https://pypi.org/project/unify 2019-08-07 13:46:09.000 15.0 16218.0 16218.0 3.0
211 209 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 2018-12-02 19:13:32.000 0.0.3 4.0 4.0 py-heat 2.0 51.0 30.0 26.0 https://pypi.org/project/py-heat 2018-12-06 03:20:43.000 4.0 300.0 300.0 3.0
212 210 snoop https://github.com/alexmojaki/snoop A powerful set of Python debugging tools, based on PySnooper. debugging 18 True alexmojaki/snoop https://github.com/alexmojaki/snoop MIT 2019-05-13 18:45:35.000 2020-09-13 16:39:19.000 2020-09-13 16:39:10.000 18.0 12.0 461.0 2020-08-25 21:31:27.000 0.2.5 9.0 18.0 snoop 11.0 375.0 37.0 29.0 https://pypi.org/project/snoop 2020-08-25 21:31:27.000 8.0 5022.0 5022.0 3.0
213 211 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 2021-02-16 09:52:31.000 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 47.0 47.0 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 2021-02-02 02:32:12.000 2020-12-16 09:27:54.000 29.0 19.0 214.0 2020-12-11 01:56:10.000 0.1.3 5.0 21.0 fixit 21.0 146.0 2.0 2.0 https://pypi.org/project/fixit 2020-12-11 01:53:21.000 0.0 577.0 577.0 3.0
215 213 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 19.0 13.0 149.0 2018-06-24 06:23:48.000 0.8.2 7.0 9.0 pynt 5.0 128.0 89.0 69.0 https://pypi.org/project/pynt 2018-06-24 06:23:48.000 20.0 3416.0 3416.0 3.0
216 214 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 92.0 2019-12-23 17:05:52.000 0.5.4 22.0 16.0 ['sphinx'] sphinx-markdown-builder 17.0 99.0 166.0 124.0 https://pypi.org/project/sphinx-markdown-builder 2019-12-23 17:05:52.000 42.0 5444.0 5444.0 3.0 clayrisser/sphinx-markdown-builder
217 215 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 2021-02-18 14:21:07.000 2020-12-16 03:23:19.000 14.0 25.0 90.0 2019-07-29 01:14:33.000 0.2.1 5.0 9.0 conda-forge/pandas-vet ['flake8'] pandas-vet 16.0 175.0 32.0 32.0 https://pypi.org/project/pandas-vet 2019-07-27 06:54:02.000 1955.0 2214.0 https://anaconda.org/conda-forge/pandas-vet 2020-02-01 05:31:32.445 5696.0 3.0 31.0
218 216 massedit https://github.com/elmotec/massedit Programmatically edit text files with Python. Useful for source to source transformations. refactoring 18 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 10.0 588.0 588.0 3.0 15.0
219 217 mkdocs-with-pdf https://github.com/orzih/mkdocs-with-pdf Generate a single PDF file from MkDocs repository. documentation 18 False orzih/mkdocs-with-pdf https://github.com/orzih/mkdocs-with-pdf MIT 2020-02-23 16:34:46.000 2021-02-15 22:17:41.000 2021-02-15 22:17:14.000 7.0 27.0 36.0 2021-01-11 02:43:17.000 0.8.3 24.0 5.0 ['mkdocs'] mkdocs-with-pdf 10.0 160.0 12.0 12.0 https://pypi.org/project/mkdocs-with-pdf 2021-01-11 02:26:16.000 717.0 717.0 3.0
220 218 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 30.0 2020-10-16 02:02:42.000 0.3.1 8.0 6.0 ['mkdocs'] mkdocs-git-revision-date-plugin 2.0 24.0 167.0 149.0 https://pypi.org/project/mkdocs-git-revision-date-plugin 2020-10-16 02:02:18.000 18.0 2352.0 2352.0 3.0
221 219 pyenv-virtualenv https://github.com/pyenv/pyenv-virtualenv a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). virtual-envs 17 False pyenv/pyenv-virtualenv https://github.com/pyenv/pyenv-virtualenv MIT 2013-02-18 12:59:17.000 2020-08-08 20:55:38.000 2019-02-13 15:27:07.000 279.0 170.0 4111.0 2019-02-14 00:27:42.000 1.1.5 7.0 41.0 104.0 463.0 3.0
222 220 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 2051.0 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 54.0 54.0 3.0
223 221 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 6.0 6.0 195.0 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 2203.0 2203.0 3.0
224 222 nitpick https://github.com/andreoliwa/nitpick Enforce the same configuration across multiple projects. linters 17 True andreoliwa/nitpick https://github.com/andreoliwa/nitpick MIT 2018-03-23 14:25:24.000 2021-02-18 07:59:08.000 2021-02-17 05:11:39.000 9.0 39.0 120.0 2020-11-02 21:51:47.000 0.23.1 38.0 7.0 ['flake8'] nitpick 34.0 409.0 0.0 https://pypi.org/project/nitpick 2020-11-02 21:51:44.000 0.0 2965.0 2965.0 3.0
225 223 unimport https://github.com/hakancelik96/unimport A linter, formatter for finding and removing unused import statements. refactoring 17 True hakancelik96/unimport https://github.com/hakancelik96/unimport MIT 2019-09-08 09:49:24.000 2021-02-15 17:00:34.000 2021-02-14 09:46:17.000 16.0 60.0 92.0 2021-02-14 09:50:14.000 0.7.3 24.0 11.0 unimport 5.0 367.0 4.0 4.0 https://pypi.org/project/unimport 2021-02-14 09:50:14.000 593.0 593.0 3.0
226 224 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 84.0 2014-09-07 13:57:37.000 0.5.7 23.0 3.0 pyformat 3.0 199.0 89.0 70.0 https://pypi.org/project/pyformat 2017-01-04 02:31:11.000 19.0 4292.0 4292.0 3.0
227 225 mkdocs-versioning https://github.com/zayd62/mkdocs-versioning A tool that allows for versioning sites built with mkdocs. documentation 17 False zayd62/mkdocs-versioning https://github.com/zayd62/mkdocs-versioning MIT 2019-07-20 18:09:56.000 2021-02-11 10:25:52.000 2021-02-11 10:22:58.000 6.0 22.0 36.0 2021-02-11 10:24:35.000 0.4.0 6.0 5.0 ['mkdocs'] mkdocs-versioning 3.0 132.0 13.0 13.0 https://pypi.org/project/mkdocs-versioning 2021-02-11 10:24:35.000 972.0 972.0 3.0
228 226 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 03:39:21.000 3.0.0 27.0 3.0 ['flake8', 'pylint'] yala 1.0 164.0 45.0 36.0 https://pypi.org/project/yala 2020-10-24 16:03:12.000 9.0 349.0 349.0 3.0
229 227 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 2021-02-18 07:41:56.000 2021-02-18 07:38:25.000 7.0 13.0 161.0 2020-12-06 07:39:42.000 0.5.1 9.0 4.0 conda-forge/beartype beartype 5.0 0.0 https://pypi.org/project/beartype 2020-12-06 07:39:42.000 0.0 1403.0 1689.0 https://anaconda.org/conda-forge/beartype 2021-01-20 06:24:55.793 2290.0 3.0
230 228 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 12.0 111.0 2014-10-24 20:36:57.000 0.0.13 13.0 6.0 pep8ify 6.0 154.0 46.0 34.0 https://pypi.org/project/pep8ify 2014-10-24 20:36:57.000 12.0 43.0 43.0 3.0
231 229 retype https://github.com/ambv/retype Re-apply type annotations from .pyi stubs to your codebase. refactoring 16 True ambv/retype https://github.com/ambv/retype MIT 2017-03-11 07:54:58.000 2020-10-11 13:24:37.859 2020-10-11 09:52:52.000 14.0 3.0 94.0 2019-09-13 11:08:57.000 19.9.0 8.0 7.0 conda-forge/retype retype 9.0 92.0 34.0 https://pypi.org/project/retype 2020-10-11 09:46:06.000 34.0 867.0 1185.0 https://anaconda.org/conda-forge/retype 2020-10-11 13:24:37.859 11777.0 3.0
232 230 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 2021-02-17 15:51:03.000 2021-01-18 20:55:13.000 99.0 113.0 2803.0 2020-04-10 04:16:04.000 0.7.0 3.0 28.0 191.0 3.0
233 231 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 2020-12-31 10:35:22.000 2020-12-31 10:35:21.000 153.0 156.0 1422.0 55.0 23.0 404.0 3.0
234 232 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 13.0 357.0 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 18:07:29.000 525.0 525.0 3.0
235 233 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 15 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 2019-04-05 11:43:43.000 2.3.0 22.0 3.0 ['pytest'] pytest-play 4.0 382.0 25.0 21.0 https://pypi.org/project/pytest-play 2019-04-05 11:43:43.000 4.0 131.0 131.0 3.0
236 234 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 2021-02-14 03:37:27.000 2021-01-29 14:30:51.000 9.0 36.0 58.0 2021-01-29 14:34:48.000 8.4.1 19.0 8.0 pip-run 3.0 https://pypi.org/project/pip-run 2021-01-29 14:34:44.000 1261.0 1261.0 3.0
237 235 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 14:34:36.000 276.0 53.0 2518.0 29.0 8.0 130.0 3.0
238 236 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 2021-01-30 05:46:09.000 2020-04-11 14:20:38.000 56.0 51.0 361.0 46.0 36.0 747.0 3.0
239 237 pycycle https://github.com/bndr/pycycle Tool for pinpointing circular imports in Python. Find cyclic imports in any project. linters 14 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 1.0 273.0 8.0 2.0 pycycle 12.0 26.0 42.0 38.0 https://pypi.org/project/pycycle 2017-02-13 18:07:58.000 4.0 606.0 606.0 3.0
240 238 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 14 False timvink/mkdocs-print-site-plugin https://github.com/timvink/mkdocs-print-site-plugin MIT 2020-08-15 12:02:33.000 2020-12-22 13:14:58.000 2020-12-21 19:27:51.000 2.0 35.0 14.0 2020-12-21 19:51:57.000 1.0.0 16.0 ['mkdocs'] mkdocs-print-site-plugin 7.0 112.0 8.0 8.0 https://pypi.org/project/mkdocs-print-site-plugin 2020-12-21 19:51:57.000 321.0 321.0 3.0
241 239 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 30.0 467.0 2019-05-14 20:14:05.000 2.0.0 5.0 14.0 30.0 93.0 3.0
242 240 linty_fresh https://github.com/lyft/linty_fresh Surface lint errors during code review. linters 13 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 1.0 180.0 2018-12-12 19:47:05.000 0.7.0 10.0 16.0 ['flake8', 'mypy'] linty-fresh 8.0 53.0 https://pypi.org/project/linty-fresh 2018-12-12 19:47:05.000 20.0 20.0 3.0
243 241 com2ann https://github.com/ilevkivskyi/com2ann Tool for translation type comments to type annotations in Python. refactoring 13 True ilevkivskyi/com2ann https://github.com/ilevkivskyi/com2ann MIT 2016-09-09 07:17:02.000 2020-08-17 14:14:00.000 2020-08-17 14:13:59.000 4.0 13.0 76.0 2019-06-17 19:19:47.000 0.1.1 2.0 3.0 com2ann 4.0 27.0 2.0 2.0 https://pypi.org/project/com2ann 2019-06-17 19:19:47.000 0.0 265.0 265.0 3.0
244 242 pipenv-pipes https://github.com/gtalarico/pipenv-pipes A PipEnv Environment Switcher. virtual-envs 12 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 9.0 10.0 126.0 23.0 5.0 pipenv-pipes 4.0 285.0 https://pypi.org/project/pipenv-pipes 2018-05-28 01:45:42.000 60.0 60.0 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 2021-02-18 14:37:24.000 2021-02-05 15:46:13.000 3.0 10.0 2020-12-13 16:12:58.000 0.4.3 14.0 4.0 lazydocs 9.0 9.0 https://pypi.org/project/lazydocs 2020-12-13 15:58:09.000 0.0 95.0 95.0 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 11.0 123.0 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 3.0 295.0 295.0 3.0
247 245 pyship https://github.com/jamesabel/pyship freezer, installer and updater for Python applications. packaging 11 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 6.0 2020-11-04 02:56:54.000 0.0.24 14.0 pyship 4.0 https://pypi.org/project/pyship 2020-12-07 00:53:45.000 21.0 21.0 3.0
248 246 universal-build https://github.com/ml-tooling/universal-build Universal build utilities for containerized build pipelines. build-tools 11 True ml-tooling/universal-build https://github.com/ml-tooling/universal-build MIT 2020-10-19 14:57:21.000 2021-02-18 13:51:09.000 2021-02-18 13:51:09.000 2.0 1.0 5.0 2021-02-18 13:52:19.000 0.6.11 35.0 4.0 universal-build 0.0 https://pypi.org/project/universal-build 2020-12-12 13:21:08.000 0.0 147.0 152.0 3.0 15.0

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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/pytest-dev/pytest-bdd">pytest-bdd</a></b> (🥈27 · 760 · 📈) - BDD library for the py.test runner. <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/cknd/stackprinter">stackprinter</a></b> (🥉24 · 1.1K · 📈) - Debugging-friendly exceptions for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/klen/pylama">pylama</a></b> (🥉24 · 760 · 💀) - Code audit tool for python. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code>
- <b><a href="https://github.com/PyCQA/baron">baron</a></b> (🥉22 · 250 · 💤) - IDE allow you to refactor code, Baron allows you to write.. <code><a href="http://bit.ly/37RvQcA">LGPL-3.0</a></code>
- <b><a href="https://github.com/timvink/mkdocs-print-site-plugin">mkdocs-print-site-plugin</a></b> (🥉14 · 14 · 🐣) - MkDocs Plugin allowing your visitors to *File Print.. <code><a href="http://bit.ly/34MBwT8">MIT</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/pylint">pylint</a></b> (🥇34 · 3.2K · 📈) - It's not just a linter that annoys you!. <code><a href="http://bit.ly/2KucAZR">❗GPL-2.0</a></code>
- <b><a href="https://github.com/python-poetry/poetry">poetry</a></b> (🥈32 · 14K · 📈) - Python dependency management and packaging made easy. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/Delgan/loguru">loguru</a></b> (🥈31 · 8.2K · 📈) - Python logging made (stupidly) simple. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/wemake-services/wemake-python-styleguide">wemake-python-styleguide</a></b> (🥈28 · 1.4K · 📈) - The strictest and most opinionated python linter ever!. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/nose-devs/nose2">nose2</a></b> (🥈28 · 660 · 📈) - The successor to nose, based on unittest2. <code><a href="http://bit.ly/3aKzpTv">BSD-3</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/psf/black">black</a></b> (🥈33 · 19K · 📉) - The uncompromising Python code formatter. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/PyCQA/pylint">pylint</a></b> (🥇33 · 3.2K · 📉) - It's not just a linter that annoys you!. <code><a href="http://bit.ly/2KucAZR">❗GPL-2.0</a></code>
- <b><a href="https://github.com/Delgan/loguru">loguru</a></b> (🥈30 · 8K · 📉) - Python logging made (stupidly) simple. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/PyCQA/pydocstyle">pydocstyle</a></b> (🥈28 · 740 · 📉) - docstring style checker. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/PyCQA/mccabe">mccabe</a></b> (🥈27 · 370 · 📉) - McCabe complexity checker for Python. <code><a href="https://tldrlegal.com/search?q=Saxpath">Saxpath</a></code>
- <b><a href="https://github.com/hynek/structlog">structlog</a></b> (🥉27 · 1.4K · 📉) - Structured Logging for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/theacodes/nox">nox</a></b> (🥉24 · 490 · 📉) - Flexible test automation for Python. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/executablebooks/sphinx-autobuild">sphinx-autobuild</a></b> (🥈24 · 300 · 📉) - Watch a Sphinx directory and rebuild the.. <code><a href="http://bit.ly/34MBwT8">MIT</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/pytest-dev/pytest-randomly">pytest-randomly</a></b> (🥉22 · 280 · 📉) - Pytest plugin to randomly order tests and control random.seed. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/predictive-analytics-lab/data-science-types">data-science-types</a></b> (🥉20 · 180 · 📉) - Mypy stubs, i.e., type information, for numpy, pandas.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>