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Update best-of list for version 2021.05.27

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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/pyinstaller/pyinstaller">pyinstaller</a></b> (🥇34 · ⭐ 8.1K · 📈) - Freeze (package) Python programs into stand-alone.. <code><a href="http://bit.ly/2KucAZR">❗️GPL-2.0</a></code>
- <b><a href="https://github.com/buildbot/buildbot">buildbot</a></b> (🥇32 · ⭐ 4.6K · 📈) - Python-based continuous integration testing framework; your.. <code><a href="http://bit.ly/2KucAZR">❗️GPL-2.0</a></code>
- <b><a href="https://github.com/benfred/py-spy">py-spy</a></b> (🥇30 · ⭐ 6.9K · 📈) - Sampling profiler for Python programs. <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> (🥉23 · ⭐ 180 · 📈) - Mypy stubs, i.e., type information, for numpy, pandas.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/rubik/xenon">xenon</a></b> (🥉22 · ⭐ 190 · 📈) - Monitoring tool based on radon. <code><a href="http://bit.ly/34MBwT8">MIT</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/pypa/pipenv">pipenv</a></b> (🥇35 · ⭐ 22K · 📉) - Python Development Workflow for Humans. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/microsoft/pyright">pyright</a></b> (🥈25 · ⭐ 6.8K · 📉) - Static type checker for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/dropbox/mypy-protobuf">mypy-protobuf</a></b> (🥉24 · ⭐ 350 · 📉) - open source tools to generate mypy stubs from protobufs. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/Instagram/MonkeyType">MonkeyType</a></b> (🥈23 · ⭐ 3.4K · 📉) - A system for Python that generates static type annotations by.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/cknd/stackprinter">stackprinter</a></b> (🥉23 · ⭐ 1.1K · 📉) - Debugging-friendly exceptions for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>

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,name,homepage,resource,description,category,projectrank,show,github_id,github_url,license,created_at,updated_at,last_commit_pushed_at,fork_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,contributor_count,labels,conda_id,pypi_id,open_issue_count,commit_count,dependent_project_count,github_dependent_project_count,pypi_url,pypi_latest_release_published_at,pypi_dependent_project_count,pypi_monthly_downloads,monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,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 13:09:27.000,2021-05-27 14:41:19.000,2021-05-14 08:30:59.000,81.0,2.0,1226.0,2021-05-14 08:31:08.000,2021.05.13,16.0,6.0,,,,,,,,,,,,,,,,,,,,,,,,,,
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,sphinx,https://github.com/sphinx-doc/sphinx,,Main repository for the Sphinx documentation builder.,documentation,38,True,sphinx-doc/sphinx,https://github.com/sphinx-doc/sphinx,BSD-3-Clause,2015-01-02 10:53:28.000,2021-05-27 09:40:08.000,2021-05-23 16:24:23.000,1475.0,4631.0,3949.0,2021-05-20 12:58:02.000,4.0.2,151.0,642.0,['sphinx'],conda-forge/sphinx,sphinx,768.0,17610.0,247253.0,142717.0,https://pypi.org/project/sphinx,2021-05-20 12:58:02.000,104536.0,4464744.0,4522229.0,https://anaconda.org/conda-forge/sphinx,2021-05-25 19:47:42.185,3276669.0,1.0,,,,,,,,,,
4,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 13:13:14.000,2021-05-24 21:12:31.593,2021-05-24 11:33:23.000,947.0,509.0,18411.0,2021-05-24 19:55:34.000,4.61.0,118.0,100.0,,conda-forge/tqdm,tqdm,282.0,1833.0,202317.0,176079.0,https://pypi.org/project/tqdm,2021-05-24 19:47:43.000,26238.0,19449547.0,19556823.0,https://anaconda.org/conda-forge/tqdm,2021-05-24 21:12:31.593,6321914.0,1.0,7900.0,,,,,,,,,
5,mypy,https://github.com/python/mypy,,Optional static typing for Python 3 and 2 (PEP 484).,linters,36,True,python/mypy,https://github.com/python/mypy,MIT,2012-12-07 13:30:23.000,2021-05-27 10:47:22.000,2021-05-25 15:40:56.000,1730.0,4631.0,10740.0,,,79.0,465.0,,conda-forge/mypy,mypy,1715.0,9526.0,40744.0,34660.0,https://pypi.org/project/mypy,2021-02-19 17:28:31.000,6084.0,6576060.0,6598327.0,https://anaconda.org/conda-forge/mypy,2021-04-02 00:00:44.993,935226.0,1.0,,,,,,,,,,
6,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,36,True,pytest-dev/pytest,https://github.com/pytest-dev/pytest,MIT,2015-06-15 20:28:27.000,2021-05-27 13:10:24.043,2021-05-26 21:42:37.000,1726.0,3862.0,7374.0,2021-05-04 16:22:25.000,6.2.4,147.0,723.0,['pytest'],conda-forge/pytest,pytest,653.0,,452976.0,322392.0,https://pypi.org/project/pytest,2021-05-04 16:21:57.000,130584.0,27895127.0,28031211.0,https://anaconda.org/conda-forge/pytest,2021-05-27 13:10:24.043,7892903.0,1.0,,,,,,,,,,
7,psutil,https://github.com/giampaolo/psutil,,Cross-platform lib for process and system monitoring in Python.,profiling,36,True,giampaolo/psutil,https://github.com/giampaolo/psutil,BSD-3-Clause,2014-05-23 14:01:48.000,2021-05-14 15:02:58.000,2021-05-14 15:02:54.000,1094.0,1287.0,7338.0,2020-12-19 01:19:27.000,5.8.0,83.0,159.0,,conda-forge/psutil,psutil,176.0,5683.0,111843.0,87177.0,https://pypi.org/project/psutil,2020-12-19 01:19:27.000,24666.0,22713253.0,22824751.0,https://anaconda.org/conda-forge/psutil,2021-04-19 20:30:13.823,6801409.0,1.0,,,,,,,,,,
8,jedi,https://github.com/davidhalter/jedi,,"Awesome autocompletion, static analysis and refactoring library for python.",refactoring,36,True,davidhalter/jedi,https://github.com/davidhalter/jedi,MIT,2012-02-19 23:12:30.000,2021-05-26 14:15:06.000,2021-05-05 22:38:19.000,441.0,1209.0,4868.0,2020-12-25 10:34:25.000,0.18.0,30.0,144.0,,conda-forge/jedi,jedi,27.0,8204.0,148141.0,132235.0,https://pypi.org/project/jedi,2020-12-25 10:34:25.000,15906.0,13147790.0,13238486.0,https://anaconda.org/conda-forge/jedi,2021-01-14 15:48:43.942,4988304.0,1.0,,,,,,,,,,
9,tox,https://github.com/tox-dev/tox,,Command line driven CI frontend and development task automation tool.,testing,36,True,tox-dev/tox,https://github.com/tox-dev/tox,MIT,2016-09-17 16:54:22.000,2021-05-27 05:55:46.000,2021-05-25 08:03:52.000,366.0,1056.0,2225.0,2021-05-10 12:09:53.000,3.23.1,116.0,242.0,['pytest'],conda-forge/tox,tox,138.0,1996.0,80852.0,44452.0,https://pypi.org/project/tox,2021-05-05 16:42:34.000,36400.0,4231754.0,4238171.0,https://anaconda.org/conda-forge/tox,2021-05-05 22:48:33.555,282385.0,1.0,,,,,,,,,,
10,flake8,https://github.com/PyCQA/flake8,,Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelder's McCabe script.,linters,36,True,PyCQA/flake8,https://github.com/PyCQA/flake8,MIT,2014-09-13 17:06:24.000,2021-05-25 18:59:18.000,2021-05-24 18:26:33.000,183.0,1239.0,1273.0,2021-03-14 23:32:11.000,3.9.0,79.0,155.0,,conda-forge/flake8,flake8,36.0,1959.0,239937.0,168647.0,https://pypi.org/project/flake8,2021-05-08 19:52:32.000,71290.0,12029248.0,12070912.0,https://anaconda.org/conda-forge/flake8,2021-05-10 17:37:45.968,2458205.0,1.0,,,,,,,,,,
11,pipenv,https://github.com/pypa/pipenv,,Python Development Workflow for Humans.,virtual-envs,35,True,pypa/pipenv,https://github.com/pypa/pipenv,MIT,2017-01-20 00:44:02.000,2021-05-10 00:37:04.000,2021-05-10 00:37:04.000,1601.0,2882.0,21926.0,2020-11-15 04:19:27.000,2020.11.15,297.0,383.0,,conda-forge/pipenv,pipenv,506.0,7056.0,21137.0,18863.0,https://pypi.org/project/pipenv,2020-11-15 04:19:27.000,2274.0,3173061.0,3175133.0,https://anaconda.org/conda-forge/pipenv,2020-11-15 06:15:51.831,39381.0,1.0,,-1.0,,,,,,,,
12,mkdocs,https://github.com/mkdocs/mkdocs,,Project documentation with Markdown.,documentation,35,True,mkdocs/mkdocs,https://github.com/mkdocs/mkdocs,BSD-2-Clause,2014-01-11 21:05:21.000,2021-05-26 20:42:46.000,2021-05-25 17:11:41.000,1708.0,1395.0,12209.0,2020-05-14 15:18:01.000,1.1.2,44.0,192.0,['mkdocs'],conda-forge/mkdocs,mkdocs,147.0,1533.0,18362.0,12420.0,https://pypi.org/project/mkdocs,2020-05-14 15:18:01.000,5942.0,565800.0,567980.0,https://anaconda.org/conda-forge/mkdocs,2020-06-01 13:16:37.068,133038.0,1.0,,,,,,,,,,
13,pyinstaller,https://github.com/pyinstaller/pyinstaller,,Freeze (package) Python programs into stand-alone executables.,packaging,34,True,pyinstaller/pyinstaller,https://github.com/pyinstaller/pyinstaller,GPL-2.0,2011-11-23 11:05:56.000,2021-05-27 13:19:32.000,2021-05-26 19:41:45.000,1638.0,3796.0,8109.0,2021-04-17 05:02:21.000,4.3,28.0,399.0,,conda-forge/pyinstaller,pyinstaller,367.0,7773.0,17255.0,17255.0,https://pypi.org/project/pyinstaller,2021-04-17 04:46:48.000,0.0,576138.0,587681.0,https://anaconda.org/conda-forge/pyinstaller,2021-04-21 15:08:29.384,227972.0,1.0,700462.0,2.0,,,,,,,,
14,pip,https://github.com/pypa/pip,,The Python package installer.,dependency-managers,34,True,pypa/pip,https://github.com/pypa/pip,MIT,2011-03-06 14:30:46.000,2021-05-27 13:12:21.000,2021-05-25 14:09:27.000,2244.0,4773.0,7168.0,2021-05-23 09:52:07.000,21.1.2,105.0,608.0,,conda-forge/pip,pip,978.0,,69020.0,50354.0,https://pypi.org/project/pip,2021-05-23 09:52:07.000,18666.0,94513033.0,94864021.0,https://anaconda.org/conda-forge/pip,2021-05-23 11:54:56.735,20357339.0,1.0,,,,,,,,,,
15,robotframework,https://github.com/robotframework/robotframework,,Generic automation framework for acceptance testing and RPA.,testing,34,True,robotframework/robotframework,https://github.com/robotframework/robotframework,Apache-2.0,2014-06-27 11:10:38.000,2021-05-27 13:14:06.000,2021-05-25 11:29:09.000,1689.0,3361.0,5918.0,2021-05-25 11:27:33.000,4.0.3,62.0,140.0,,conda-forge/robotframework,robotframework,203.0,12913.0,5202.0,3794.0,https://pypi.org/project/robotframework,2021-05-25 11:28:06.000,1408.0,705232.0,706445.0,https://anaconda.org/conda-forge/robotframework,2021-05-25 13:52:36.408,48301.0,1.0,505.0,,,,,,,,,
16,pycodestyle,https://github.com/PyCQA/pycodestyle,,Simple Python style checker in one Python file.,linters,34,True,PyCQA/pycodestyle,https://github.com/PyCQA/pycodestyle,Saxpath,2009-10-02 00:43:37.000,2021-05-26 09:46:52.000,2021-05-06 22:18:19.000,599.0,530.0,4312.0,2021-03-14 18:44:02.000,2.7.0,12.0,125.0,,conda-forge/pycodestyle,pycodestyle,113.0,1222.0,160705.0,139475.0,https://pypi.org/project/pycodestyle,2021-03-14 18:44:02.000,21230.0,16457343.0,16501329.0,https://anaconda.org/conda-forge/pycodestyle,2021-03-15 18:43:23.361,2595175.0,1.0,,,,,,,,,,
17,autopep8,https://github.com/hhatto/autopep8,,A tool that automatically formats Python code to conform to the PEP 8 style guide.,formatters,34,True,hhatto/autopep8,https://github.com/hhatto/autopep8,MIT,2010-12-29 20:08:51.000,2021-04-30 08:34:16.877,2021-04-30 06:04:29.000,244.0,332.0,3775.0,2021-04-30 06:09:29.000,1.5.7,67.0,50.0,,conda-forge/autopep8,autopep8,86.0,2702.0,86598.0,76414.0,https://pypi.org/project/autopep8,2021-04-30 06:04:42.000,10184.0,2042158.0,2049924.0,https://anaconda.org/conda-forge/autopep8,2021-04-30 08:34:16.877,458240.0,1.0,,,,,,,,,,
18,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 05:40:02.000,2021-05-26 19:50:11.000,2021-05-26 11:13:37.000,699.0,2709.0,3363.0,2021-04-26 16:01:12.000,2.8.2,104.0,390.0,,conda-forge/pylint,pylint,705.0,5456.0,37734.0,,https://pypi.org/project/pylint,2021-04-26 16:01:12.000,37734.0,9932259.0,9964952.0,https://anaconda.org/conda-forge/pylint,2021-03-03 00:06:43.039,1863503.0,1.0,,,,,,,,,,
19,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 14:02:33.000,2021-05-25 07:06:14.000,2021-05-23 02:11:33.000,728.0,1234.0,1358.0,2021-05-23 03:55:07.000,57.0.0,430.0,441.0,,conda-forge/setuptools,setuptools,538.0,,160514.0,102584.0,https://pypi.org/project/setuptools,2021-05-23 03:54:57.000,57930.0,105502658.0,105878662.0,https://anaconda.org/conda-forge/setuptools,2021-01-08 05:42:17.824,21808178.0,1.0,107.0,,,,,,,,,
20,rich,https://github.com/willmcgugan/rich,,Rich is a Python library for rich text and beautiful formatting in the terminal.,logging,33,True,willmcgugan/rich,https://github.com/willmcgugan/rich,MIT,2019-11-10 15:28:09.000,2021-05-24 16:03:31.000,2021-05-21 10:00:53.000,778.0,445.0,26197.0,2021-05-19 16:16:58.000,10.2.2,126.0,91.0,,conda-forge/rich,rich,4.0,1952.0,4201.0,4201.0,https://pypi.org/project/rich,2021-05-19 16:16:00.000,0.0,1715537.0,1737586.0,https://anaconda.org/conda-forge/rich,2021-05-19 19:58:08.049,220491.0,1.0,,,,,,,,,,
21,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 19:54:45.000,2021-05-27 13:58:06.000,2021-05-27 13:58:06.000,1346.0,1155.0,21129.0,2021-05-10 15:10:43.000,21.5b1,28.0,248.0,,conda-forge/black,black,380.0,,65451.0,59223.0,https://pypi.org/project/black,2021-05-10 15:11:11.000,6228.0,7569942.0,7614359.0,https://anaconda.org/conda-forge/black,2021-05-25 10:15:40.076,1579647.0,2.0,13997.0,,,,,,,,,
22,mkdocs-material,https://github.com/squidfunk/mkdocs-material,,A Material Design theme for MkDocs.,documentation,33,True,squidfunk/mkdocs-material,https://github.com/squidfunk/mkdocs-material,MIT,2016-01-28 22:09:23.000,2021-05-27 09:37:09.000,2021-05-27 09:36:08.000,1556.0,1023.0,6485.0,2021-05-19 09:03:55.000,7.1.5,199.0,115.0,['mkdocs'],conda-forge/mkdocs-material,mkdocs-material,10.0,3359.0,8183.0,6681.0,https://pypi.org/project/mkdocs-material,2021-05-19 09:03:55.000,1502.0,456771.0,458553.0,https://anaconda.org/conda-forge/mkdocs-material,2021-05-19 14:21:17.734,42787.0,1.0,,,,,,,,,,
23,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 13:51:19.000,2021-05-27 14:41:50.301,2021-05-27 14:04:35.000,465.0,1049.0,5189.0,2021-05-27 13:16:32.000,hypothesis-python-6.13.7,843.0,248.0,,conda-forge/hypothesis,hypothesis,56.0,10761.0,11354.0,8738.0,https://pypi.org/project/hypothesis,2021-05-27 13:16:15.000,2616.0,1970127.0,2041573.0,https://anaconda.org/conda-forge/hypothesis,2021-05-27 14:41:50.301,4143897.0,1.0,,,,,,,,,,
24,isort,https://github.com/PyCQA/isort,,A Python utility / library to sort imports.,formatters,33,True,PyCQA/isort,https://github.com/PyCQA/isort,MIT,2013-09-02 22:22:53.000,2021-05-26 07:54:28.000,2021-05-26 07:54:28.000,398.0,925.0,3910.0,2021-03-21 06:05:17.000,5.8.0,126.0,235.0,,conda-forge/isort,isort,29.0,,197617.0,173399.0,https://pypi.org/project/isort,2020-12-31 01:15:41.000,24218.0,15121497.0,15154654.0,https://anaconda.org/conda-forge/isort,2021-03-21 08:22:11.429,1923117.0,2.0,,,,,,,,,,
25,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 17:10:49.000,2021-05-26 15:43:10.000,2021-05-01 01:50:03.000,1526.0,490.0,3700.0,2018-10-05 13:20:49.000,0.4.2,23.0,104.0,['sphinx'],conda-forge/sphinx_rtd_theme,sphinx_rtd_theme,166.0,1217.0,23490.0,16.0,https://pypi.org/project/sphinx_rtd_theme,2018-10-05 13:20:49.000,23474.0,2106791.0,2129895.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2021-04-06 20:57:24.009,1316948.0,1.0,,,,,,,,,,
26,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 15:23:47.000,2021-05-26 16:40:01.000,2021-05-21 14:02:34.000,1210.0,1875.0,15163.0,2021-04-14 17:08:31.000,1.1.6,135.0,275.0,,conda-forge/poetry,poetry,1108.0,1799.0,64.0,,https://pypi.org/project/poetry,2021-05-21 14:01:30.000,64.0,2208082.0,2386168.0,https://anaconda.org/conda-forge/poetry,2021-04-15 00:21:03.148,211865.0,2.0,6498949.0,,,,,,,,,
27,buildbot,https://github.com/buildbot/buildbot,,Python-based continuous integration testing framework; your pull requests are more than welcome!.,build-tools,32,True,buildbot/buildbot,https://github.com/buildbot/buildbot,GPL-2.0,2010-07-06 17:56:53.000,2021-05-27 14:31:19.000,2021-05-26 09:26:02.000,1517.0,686.0,4617.0,2021-04-28 10:47:25.000,3.1.1,111.0,790.0,,conda-forge/buildbot,buildbot,639.0,21990.0,1140.0,248.0,https://pypi.org/project/buildbot,2021-04-28 11:01:30.000,892.0,57922.0,59895.0,https://anaconda.org/conda-forge/buildbot,2021-04-28 12:55:11.512,33541.0,1.0,15079.0,1.0,,,,,,,,
28,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 22:08:03.000,2021-05-27 13:29:49.000,2021-05-26 17:31:24.000,1029.0,6018.0,4152.0,2021-04-15 16:31:48.000,4.10.1,100.0,355.0,,conda-forge/conda,conda,1987.0,15686.0,2104.0,,https://pypi.org/project/conda,2017-04-22 23:38:35.000,2104.0,54454.0,375894.0,https://anaconda.org/conda-forge/conda,2021-04-21 16:07:33.360,18322112.0,2.0,,,,,,,,,,
29,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 14:33:27.000,2021-05-24 21:48:38.685,2021-05-24 18:22:31.000,894.0,1075.0,3882.0,2021-05-24 18:15:38.000,20.4.7,162.0,171.0,,conda-forge/virtualenv,virtualenv,60.0,,34422.0,,https://pypi.org/project/virtualenv,2021-05-24 18:15:38.000,34422.0,18644381.0,18662114.0,https://anaconda.org/conda-forge/virtualenv,2021-05-24 21:48:38.685,886668.0,2.0,,,,,,,,,,
30,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 23:59:23.000,2021-05-17 09:01:01.000,2020-12-31 16:25:35.000,280.0,357.0,3283.0,2020-12-31 02:43:43.000,1.5.0,50.0,54.0,,conda-forge/invoke,invoke,303.0,3499.0,12390.0,7788.0,https://pypi.org/project/invoke,2020-12-31 02:43:43.000,4602.0,1429143.0,1434161.0,https://anaconda.org/conda-forge/invoke,2021-01-06 14:58:41.830,306127.0,1.0,,,,,,,,,,
31,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 09:08:12.000,2021-05-21 22:59:19.000,2021-04-12 17:48:57.000,323.0,364.0,3246.0,2020-12-13 02:48:28.000,1.7.0,31.0,132.0,,conda-forge/bandit,bandit,166.0,1169.0,9073.0,6719.0,https://pypi.org/project/bandit,2020-12-13 02:48:28.000,2354.0,1460453.0,1463292.0,https://anaconda.org/conda-forge/bandit,2021-03-10 05:39:36.125,68135.0,1.0,46.0,,,,,,,,,
32,freezegun,https://github.com/spulec/freezegun,,Let your Python tests travel through time.,testing,32,True,spulec/freezegun,https://github.com/spulec/freezegun,Apache-2.0,2012-12-11 05:11:00.000,2021-05-07 15:53:29.000,2021-01-20 07:44:52.000,196.0,165.0,2889.0,2021-01-20 07:45:20.000,1.1.0,56.0,94.0,,conda-forge/freezegun,freezegun,67.0,521.0,16391.0,8039.0,https://pypi.org/project/freezegun,2021-01-20 07:45:20.000,8352.0,3644501.0,3648007.0,https://anaconda.org/conda-forge/freezegun,2021-01-20 09:23:22.014,217392.0,1.0,,,,,,,,,,
33,nose,https://github.com/nose-devs/nose,,nose is nicer testing for python.,testing,32,False,nose-devs/nose,https://github.com/nose-devs/nose,LGPL-2.1+,2011-12-13 19:36:32.000,2021-04-09 10:35:26.000,2016-03-04 01:16:26.000,358.0,461.0,1339.0,2015-06-02 09:12:36.000,1.3.7,14.0,95.0,,conda-forge/nose,nose,447.0,1004.0,195512.0,109038.0,https://pypi.org/project/nose,2015-06-02 09:12:36.000,86474.0,4237205.0,4266311.0,https://anaconda.org/conda-forge/nose,2020-10-11 16:52:20.277,1746419.0,1.0,,,,,,,,,,
34,twine,https://github.com/pypa/twine,,Utilities for interacting with PyPI.,build-tools,32,True,pypa/twine,https://github.com/pypa/twine,Apache-2.0,2013-08-13 15:39:39.000,2021-05-26 01:51:06.000,2021-04-10 19:15:48.000,238.0,312.0,1122.0,2021-03-15 16:36:43.000,3.4.0,42.0,101.0,,conda-forge/twine,twine,42.0,952.0,57789.0,40285.0,https://pypi.org/project/twine,2021-03-15 16:36:43.000,17504.0,1844029.0,1848745.0,https://anaconda.org/conda-forge/twine,2021-03-17 03:54:06.297,268866.0,1.0,,,,,,,,,,
35,pyflakes,https://github.com/PyCQA/pyflakes,,A simple program which checks Python source files for errors.,linters,32,True,PyCQA/pyflakes,https://github.com/PyCQA/pyflakes,MIT,2014-04-07 06:19:46.000,2021-05-22 03:34:08.000,2021-05-22 03:34:08.000,145.0,341.0,1026.0,2021-03-24 16:32:54.000,2.3.1,30.0,77.0,,conda-forge/pyflakes,pyflakes,80.0,512.0,115113.0,88615.0,https://pypi.org/project/pyflakes,2021-03-24 16:32:54.000,26498.0,12693343.0,12735497.0,https://anaconda.org/conda-forge/pyflakes,2021-03-24 22:10:26.104,2487105.0,1.0,,,,,,,,,,
36,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 20:01:12.000,2021-05-26 16:27:37.000,2021-05-14 11:37:02.000,143.0,192.0,1023.0,2021-05-14 11:32:50.000,2.12.0,41.0,64.0,['pytest'],conda-forge/pytest-cov,pytest-cov,101.0,806.0,130152.0,86758.0,https://pypi.org/project/pytest-cov,2021-05-14 11:32:50.000,43394.0,11166093.0,11211641.0,https://anaconda.org/conda-forge/pytest-cov,2021-05-14 21:28:13.405,2824025.0,1.0,,,,,,,,,,
37,sentry-sdk,https://github.com/getsentry/sentry-python,,The new Python SDK for Sentry.io.,logging,32,True,getsentry/sentry-python,https://github.com/getsentry/sentry-python,BSD-2-Clause,2018-06-18 22:51:10.000,2021-05-24 06:42:57.000,2021-05-17 09:32:46.000,208.0,372.0,933.0,2021-05-06 17:24:17.000,1.1.0,128.0,94.0,,conda-forge/sentry-sdk,sentry-sdk,171.0,1236.0,12265.0,11279.0,https://pypi.org/project/sentry-sdk,2021-05-06 17:24:12.000,986.0,8724663.0,8727538.0,https://anaconda.org/conda-forge/sentry-sdk,2021-05-11 18:36:53.766,82083.0,2.0,4457.0,,,,,,,,,
38,parso,https://github.com/davidhalter/parso,,A Python Parser.,linters,32,True,davidhalter/parso,https://github.com/davidhalter/parso,MIT,2017-05-08 20:14:30.000,2021-05-25 05:54:20.000,2021-05-15 11:16:23.000,68.0,89.0,405.0,2021-03-30 20:43:51.000,0.8.2,25.0,40.0,,conda-forge/parso,parso,8.0,1082.0,138984.0,127620.0,https://pypi.org/project/parso,2021-03-30 20:43:51.000,11364.0,13264441.0,13362578.0,https://anaconda.org/conda-forge/parso,2021-03-31 00:05:02.064,4023630.0,1.0,,,,,,,,,,
39,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 23:19:28.580,2021-05-23 18:58:51.000,2021-05-23 18:58:13.000,90.0,289.0,241.0,2020-12-13 18:09:07.000,0.36.2,64.0,61.0,,conda-forge/wheel,wheel,23.0,732.0,62544.0,,https://pypi.org/project/wheel,2020-12-13 18:09:07.000,62544.0,73182327.0,73486222.0,https://anaconda.org/conda-forge/wheel,2020-12-13 19:48:16.429,17625929.0,1.0,,,,,,,,,,
40,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 17:22:32.000,2021-04-19 15:15:46.138,2021-03-19 22:08:53.000,403.0,356.0,8963.0,2020-09-20 07:56:32.000,0.5.3,17.0,29.0,,conda-forge/loguru,loguru,49.0,558.0,7545.0,7203.0,https://pypi.org/project/loguru,2020-09-20 07:54:28.000,342.0,1535356.0,1541781.0,https://anaconda.org/conda-forge/loguru,2021-04-19 15:15:46.138,173489.0,2.0,,,,,,,,,,
41,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 00:39:38.000,2021-05-27 13:32:23.502,2021-05-24 18:19:27.000,447.0,1105.0,5986.0,2021-05-21 21:08:51.000,2.13.0,160.0,121.0,,conda-forge/pre-commit,pre-commit,24.0,2015.0,2136.0,,https://pypi.org/project/pre-commit,2021-05-21 21:05:09.000,2136.0,3220423.0,3246560.0,https://anaconda.org/conda-forge/pre-commit,2021-05-27 13:32:23.502,546144.0,1.0,5805.0,,,,,,,,,
42,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 08:50:26.000,2021-05-27 13:49:01.000,2021-05-18 10:51:21.000,426.0,607.0,4983.0,2021-04-14 09:19:42.000,6.1.0,92.0,147.0,,conda-forge/pip-tools,pip-tools,122.0,1539.0,3252.0,,https://pypi.org/project/pip-tools,2021-03-16 00:32:58.000,3252.0,1979762.0,1980590.0,https://anaconda.org/conda-forge/pip-tools,2021-04-14 11:47:58.017,10764.0,2.0,,,,,,,,,,
43,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 17:51:47.000,2021-05-26 11:14:06.000,2021-05-26 11:13:58.000,132.0,109.0,1416.0,2021-05-26 11:13:47.000,0.13.8,40.0,48.0,,conda-forge/ipdb,ipdb,51.0,348.0,43077.0,26179.0,https://pypi.org/project/ipdb,2021-05-26 11:13:47.000,16898.0,1599564.0,1602444.0,https://anaconda.org/conda-forge/ipdb,2021-04-19 03:20:52.710,167085.0,1.0,,,,,,,,,,
44,logbook,https://github.com/getlogbook/logbook,,A cool logging replacement for Python.,logging,31,False,getlogbook/logbook,https://github.com/getlogbook/logbook,BSD-3-Clause,2010-07-22 10:13:12.000,2021-05-07 18:18:51.000,2019-10-16 17:48:40.000,157.0,125.0,1397.0,2019-01-16 20:35:25.000,1.4.3,41.0,76.0,,conda-forge/logbook,logbook,56.0,1194.0,4640.0,2576.0,https://pypi.org/project/logbook,2019-10-16 18:14:55.000,2064.0,480096.0,481673.0,https://anaconda.org/conda-forge/logbook,2021-01-11 05:40:29.145,40937.0,2.0,244.0,,,,,,,,,
45,tabulate,https://github.com/astanin/python-tabulate,,"Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from..",logging,31,True,astanin/python-tabulate,https://github.com/astanin/python-tabulate,MIT,2016-05-01 20:47:06.376,2021-05-16 09:57:59.000,2021-03-04 09:33:31.000,62.0,56.0,830.0,2021-02-22 07:34:12.000,0.8.9,25.0,67.0,,conda-forge/tabulate,tabulate,27.0,502.0,52177.0,44075.0,https://pypi.org/project/tabulate,2021-02-22 07:34:12.000,8102.0,16678817.0,16696222.0,https://anaconda.org/conda-forge/tabulate,2021-02-22 13:39:52.132,1044330.0,2.0,,,,,,,,,,
46,pytest-xdist,https://github.com/pytest-dev/pytest-xdist,,pytest plugin for distributed testing and loop-on-failures testing modes.,testing,31,True,pytest-dev/pytest-xdist,https://github.com/pytest-dev/pytest-xdist,MIT,2015-09-01 18:51:45.000,2021-05-27 13:50:09.000,2021-05-17 19:34:49.000,146.0,228.0,705.0,2021-02-09 21:06:38.000,2.2.1,55.0,73.0,['pytest'],conda-forge/pytest-xdist,pytest-xdist,191.0,863.0,25587.0,18245.0,https://pypi.org/project/pytest-xdist,2021-02-09 21:06:38.000,7342.0,4306852.0,4330640.0,https://anaconda.org/conda-forge/pytest-xdist,2021-02-10 14:13:48.139,1379718.0,2.0,,,,,,,,,,
47,alabaster,https://github.com/bitprophet/alabaster,,"Lightweight, configurable Sphinx theme. Now the Sphinx default!.",documentation,31,False,bitprophet/alabaster,https://github.com/bitprophet/alabaster,BSD-3-Clause,2013-12-07 00:03:15.000,2021-04-28 00:08:02.000,2020-01-10 23:50:18.000,154.0,51.0,608.0,2018-10-03 01:39:17.000,0.7.12,24.0,28.0,['sphinx'],conda-forge/alabaster,alabaster,75.0,350.0,60573.0,45675.0,https://pypi.org/project/alabaster,2018-10-03 01:39:17.000,14898.0,3964753.0,4005281.0,https://anaconda.org/conda-forge/alabaster,2018-10-03 15:29:30.017,2350661.0,2.0,,,,,,,,,,
48,coveralls-python,https://github.com/TheKevJames/coveralls-python,,Show coverage stats online via coveralls.io.,testing,31,True,coveralls-clients/coveralls-python,https://github.com/TheKevJames/coveralls-python,MIT,2013-02-06 20:48:39.000,2021-05-25 17:28:11.000,2021-05-25 17:28:10.000,174.0,132.0,457.0,2021-05-24 21:57:41.000,3.1.0,39.0,57.0,['pytest'],,coveralls,5.0,408.0,34629.0,17621.0,https://pypi.org/project/coveralls,2021-05-24 21:57:41.000,17008.0,541866.0,541866.0,,,,2.0,,,TheKevJames/coveralls-python,,,,,,,
49,packaging,https://github.com/pypa/packaging,,Core utilities for Python packages.,packaging,31,True,pypa/packaging,https://github.com/pypa/packaging,BSD-2-Clause,2014-05-15 22:49:43.000,2021-05-19 19:05:47.000,2021-05-06 20:44:23.000,152.0,144.0,300.0,2021-01-29 20:27:31.000,20.9,35.0,69.0,,conda-forge/packaging,packaging,52.0,,240034.0,210834.0,https://pypi.org/project/packaging,2021-01-29 20:24:35.000,29200.0,53740870.0,53867779.0,https://anaconda.org/conda-forge/packaging,2021-02-04 17:30:01.516,7487434.0,1.0,83.0,,,,,,,,,
50,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,30,True,nicolargo/glances,https://github.com/nicolargo/glances,LGPL-3.0,2011-12-04 08:49:15.000,2021-05-27 08:50:09.000,2021-05-27 08:49:58.000,1186.0,1163.0,18436.0,2021-05-11 07:14:30.000,3.1.7,54.0,143.0,,conda-forge/glances,glances,200.0,3951.0,354.0,304.0,https://pypi.org/project/glances,2021-05-02 14:38:44.000,50.0,127155.0,129310.0,https://anaconda.org/conda-forge/glances,2021-02-07 19:32:17.197,133271.0,1.0,426.0,,,,,,,,,
51,numpydoc,https://github.com/numpy/numpydoc,,Numpy's Sphinx extensions.,documentation,30,True,numpy/numpydoc,https://github.com/numpy/numpydoc,BSD-3-Clause,2013-07-24 16:23:39.000,2021-05-24 23:17:20.000,2021-05-19 15:13:17.000,5540.0,94.0,17189.0,2020-07-01 21:59:00.000,1.1.0,13.0,65.0,['sphinx'],conda-forge/numpydoc,numpydoc,51.0,,33070.0,25722.0,https://pypi.org/project/numpydoc,2020-07-01 21:59:00.000,7348.0,243080.0,257866.0,https://anaconda.org/conda-forge/numpydoc,2020-10-01 19:37:54.384,768922.0,2.0,,,,,,,,,,
52,yapf,https://github.com/google/yapf,,A formatter for Python files.,formatters,30,True,google/yapf,https://github.com/google/yapf,Apache-2.0,2015-03-18 18:22:31.000,2021-05-04 19:59:56.000,2021-05-04 19:59:56.000,791.0,370.0,11743.0,2020-04-23 19:07:36.000,0.30.0,67.0,126.0,,conda-forge/yapf,yapf,313.0,,23384.0,19978.0,https://pypi.org/project/yapf,2020-04-23 19:07:36.000,3406.0,1665020.0,1675962.0,https://anaconda.org/conda-forge/yapf,2021-04-19 00:01:27.357,645629.0,3.0,,,,,,,,,,
53,py-spy,https://github.com/benfred/py-spy,,Sampling profiler for Python programs.,profiling,30,True,benfred/py-spy,https://github.com/benfred/py-spy,MIT,2018-08-01 02:22:15.000,2021-05-16 17:48:19.000,2021-05-16 17:21:31.000,248.0,142.0,6930.0,2021-05-16 17:48:19.000,0.3.7,30.0,25.0,,,py-spy,62.0,389.0,877.0,827.0,https://pypi.org/project/py-spy,2021-05-16 17:48:19.000,50.0,514512.0,514745.0,,,,1.0,5144.0,1.0,,py-spy,,,,,,
54,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 23:30:38.000,2021-04-30 15:18:47.000,2021-04-18 05:05:11.000,694.0,167.0,5105.0,2020-10-06 22:15:19.000,0.9.52,49.0,50.0,,conda-forge/pyautogui,pyautogui,300.0,390.0,8538.0,7930.0,https://pypi.org/project/pyautogui,2020-10-06 22:15:19.000,608.0,455781.0,458676.0,https://anaconda.org/conda-forge/pyautogui,2020-10-13 12:17:23.308,121630.0,2.0,,,,,,,,,,
55,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 08:26:59.000,2021-05-27 13:16:46.000,2021-05-25 12:47:30.000,315.0,340.0,2505.0,2018-05-05 15:05:40.000,2.11.1,36.0,114.0,,conda-forge/factory_boy,factory_boy,138.0,877.0,4256.0,,https://pypi.org/project/factory_boy,2018-05-05 15:05:40.000,4256.0,1662473.0,1663671.0,https://anaconda.org/conda-forge/factory_boy,2021-04-04 01:17:30.466,67093.0,2.0,,,,,,,,,,
56,pydocstyle,https://github.com/PyCQA/pydocstyle,,docstring style checker.,linters,30,True,PyCQA/pydocstyle,https://github.com/PyCQA/pydocstyle,MIT,2012-01-31 17:18:23.000,2021-05-18 22:35:13.379,2021-05-17 20:39:45.000,146.0,194.0,774.0,2021-05-17 20:37:45.000,6.1.1,17.0,72.0,,conda-forge/pydocstyle,pydocstyle,73.0,710.0,20380.0,16460.0,https://pypi.org/project/pydocstyle,2021-05-17 20:37:45.000,3920.0,2145388.0,2151553.0,https://anaconda.org/conda-forge/pydocstyle,2021-05-18 22:35:13.379,357607.0,2.0,51.0,,,,,,,,,
57,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 19:22:42.000,2021-05-11 22:04:17.000,2021-01-23 03:26:17.000,170.0,180.0,421.0,2020-12-13 15:24:58.000,3.1.1,44.0,43.0,['pytest'],conda-forge/pytest-html,pytest-html,81.0,376.0,11102.0,10118.0,https://pypi.org/project/pytest-html,2020-12-13 15:24:58.000,984.0,1753379.0,1756099.0,https://anaconda.org/conda-forge/pytest-html,2020-12-13 19:43:13.698,130590.0,2.0,,,,,,,,,,
58,typed_ast,https://github.com/python/typed_ast,,Modified fork of CPython's ast module that parses `# type:` comments.,ast,30,True,python/typed_ast,https://github.com/python/typed_ast,Apache-2.0,2016-02-16 22:40:09.000,2021-04-12 00:18:06.000,2021-04-12 00:18:06.000,46.0,75.0,183.0,2020-12-30 23:17:52.000,1.4.2,29.0,21.0,,,typed_ast,6.0,173.0,10362.0,,https://pypi.org/project/typed_ast,2021-04-11 23:57:40.000,10362.0,16982943.0,16982943.0,,,,1.0,,,,,,,,,,
59,PySnooper,https://github.com/cool-RR/PySnooper,,Never use print for debugging again.,debugging,29,True,cool-RR/PySnooper,https://github.com/cool-RR/PySnooper,MIT,2019-04-18 13:55:43.000,2021-05-20 07:26:20.000,2021-05-19 08:23:53.000,892.0,93.0,14435.0,2021-05-19 08:24:40.000,0.5.0,54.0,26.0,,conda-forge/pysnooper,pysnooper,18.0,299.0,448.0,402.0,https://pypi.org/project/pysnooper,2021-05-19 08:24:40.000,46.0,95445.0,96928.0,https://anaconda.org/conda-forge/pysnooper,2021-05-19 12:14:49.747,35614.0,1.0,,,,,,,,,,
60,pyre-check,https://github.com/facebook/pyre-check,,Performant type-checking for python.,linters,29,True,facebook/pyre-check,https://github.com/facebook/pyre-check,MIT,2017-11-10 17:31:36.000,2021-05-27 13:48:57.000,2021-05-27 13:48:53.000,318.0,193.0,5389.0,2021-05-14 19:50:13.000,0.9.3,62.0,160.0,,,pyre-check,65.0,9201.0,46.0,,https://pypi.org/project/pyre-check,2021-05-14 01:29:18.000,46.0,19754.0,19754.0,,,,2.0,,,,,,,,,,
61,line_profiler,https://github.com/pyutils/line_profiler,,Line-by-line profiling for Python.,profiling,29,True,pyutils/line_profiler,https://github.com/pyutils/line_profiler,BSD-3-Clause,2016-05-26 17:37:38.151,2021-05-24 16:18:09.000,2021-05-24 16:18:09.000,250.0,10.0,3521.0,2021-04-30 19:15:30.000,3.2.5,8.0,24.0,,conda-forge/line_profiler,line_profiler,31.0,160.0,692.0,,https://pypi.org/project/line_profiler,2017-12-20 02:30:37.000,692.0,463079.0,466066.0,https://anaconda.org/conda-forge/line_profiler,2021-05-01 02:19:56.551,179230.0,2.0,,,,,,,,,,
62,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,29,True,bndr/pipreqs,https://github.com/bndr/pipreqs,Apache-2.0,2015-04-22 16:38:14.000,2021-05-13 18:45:04.000,2021-05-05 05:08:31.000,225.0,88.0,3414.0,2019-11-14 11:06:56.000,0.4.10,38.0,50.0,,conda-forge/pipreqs,pipreqs,82.0,300.0,5800.0,5272.0,https://pypi.org/project/pipreqs,2019-11-14 11:00:54.000,528.0,103130.0,103504.0,https://anaconda.org/conda-forge/pipreqs,2019-11-14 14:53:43.131,20993.0,3.0,,,,,,,,,,
63,wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,,The strictest and most opinionated python linter ever!.,linters,29,True,wemake-services/wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,MIT,2018-03-09 21:04:25.000,2021-05-27 07:29:31.000,2021-05-27 07:29:29.000,273.0,866.0,1482.0,2021-02-27 12:22:01.000,0.15.2,51.0,141.0,,,wemake-python-styleguide,83.0,1706.0,350.0,336.0,https://pypi.org/project/wemake-python-styleguide,2021-02-27 12:21:14.000,14.0,72588.0,72588.0,,,,2.0,,,,,,,,,,
64,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 15:30:20.000,2021-05-20 05:33:00.000,2021-05-20 05:32:18.000,122.0,116.0,1136.0,2020-10-07 16:08:59.000,0.18.0,19.0,63.0,,conda-forge/rope,rope,75.0,1881.0,31486.0,28554.0,https://pypi.org/project/rope,2020-10-07 16:08:59.000,2932.0,404970.0,415641.0,https://anaconda.org/conda-forge/rope,2021-04-19 19:56:13.091,522884.0,1.0,,,,,,,,,,
65,pytest-mock,https://github.com/pytest-dev/pytest-mock,,Thin-wrapper around the mock package for easier use with pytest.,testing,29,True,pytest-dev/pytest-mock,https://github.com/pytest-dev/pytest-mock,MIT,2014-07-17 00:40:32.000,2021-05-18 12:01:18.000,2021-05-18 12:01:17.000,95.0,89.0,1066.0,2021-05-18 11:53:27.000,3.6.1,52.0,54.0,['pytest'],conda-forge/pytest-mock,pytest-mock,10.0,,22516.0,16336.0,https://pypi.org/project/pytest-mock,2021-05-06 19:21:18.000,6180.0,4096064.0,4111929.0,https://anaconda.org/conda-forge/pytest-mock,2021-05-07 01:15:17.653,920205.0,2.0,,,,,,,,,,
66,pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,,Pytest support for asyncio.,testing,29,True,pytest-dev/pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,Apache-2.0,2015-04-11 00:18:05.000,2021-05-21 06:41:07.000,2021-04-21 23:06:33.000,79.0,94.0,727.0,2021-04-21 23:04:29.000,0.15.1,20.0,26.0,['pytest'],conda-forge/pytest-asyncio,pytest-asyncio,65.0,169.0,14333.0,12305.0,https://pypi.org/project/pytest-asyncio,2021-04-21 23:04:29.000,2028.0,1641822.0,1650647.0,https://anaconda.org/conda-forge/pytest-asyncio,2021-05-21 05:59:51.013,423617.0,2.0,,,,,,,,,,
67,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,29,True,PyCQA/flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,MIT,2016-03-15 20:54:43.000,2021-04-03 17:18:13.000,2021-04-01 21:18:24.000,41.0,53.0,544.0,2021-04-01 21:21:59.000,21.4.3,34.0,37.0,['flake8'],conda-forge/flake8-bugbear,flake8-bugbear,36.0,163.0,4689.0,3649.0,https://pypi.org/project/flake8-bugbear,2021-04-01 21:21:59.000,1040.0,808824.0,822737.0,https://anaconda.org/conda-forge/flake8-bugbear,2021-04-02 22:23:40.112,292180.0,2.0,,,,,,,,,,
68,breathe,https://github.com/michaeljones/breathe,,ReStructuredText and Sphinx bridge to Doxygen.,documentation,29,True,michaeljones/breathe,https://github.com/michaeljones/breathe,BSD-3-Clause,2009-02-03 18:52:25.000,2021-05-18 23:51:54.000,2021-05-18 23:33:51.000,138.0,338.0,533.0,2021-05-06 19:46:25.000,4.30.0,59.0,94.0,,conda-forge/breathe,breathe,98.0,1467.0,6553.0,4545.0,https://pypi.org/project/breathe,2021-05-06 19:45:36.000,2008.0,91407.0,94975.0,https://anaconda.org/conda-forge/breathe,2021-05-08 22:53:25.599,192671.0,2.0,65.0,,,,,,,,,
69,prettytable,https://github.com/jazzband/prettytable,,Display tabular data in a visually appealing ASCII table format.,logging,29,False,jazzband/prettytable,https://github.com/jazzband/prettytable,BSD-1-Clause,2016-01-15 02:39:17.000,2021-05-19 15:40:44.000,2021-04-17 17:19:27.000,71.0,31.0,459.0,2021-03-02 19:34:23.000,2.1.0,14.0,27.0,,conda-forge/prettytable,prettytable,18.0,309.0,16760.0,16760.0,https://pypi.org/project/prettytable,2021-03-02 19:34:23.000,0.0,3352847.0,3357422.0,https://anaconda.org/conda-forge/prettytable,2021-03-02 22:49:12.885,269941.0,2.0,,,,,,,,,,
70,mccabe,https://github.com/PyCQA/mccabe,,McCabe complexity checker for Python.,code-metrics,29,True,PyCQA/mccabe,https://github.com/PyCQA/mccabe,Saxpath,2013-02-20 22:19:04.000,2021-04-02 23:49:37.000,2021-04-02 23:49:37.000,40.0,34.0,401.0,2017-01-26 22:13:14.000,0.6.1,11.0,21.0,,conda-forge/mccabe,mccabe,7.0,142.0,226469.0,195459.0,https://pypi.org/project/mccabe,2017-01-26 22:13:14.000,31010.0,17875408.0,17920487.0,https://anaconda.org/conda-forge/mccabe,2018-07-08 18:43:04.536,2659682.0,1.0,,,,,,,,,,
71,hacking,https://github.com/openstack/hacking,,OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org.,linters,29,True,openstack/hacking,https://github.com/openstack/hacking,Apache-2.0,2013-03-26 21:09:28.000,2021-05-03 07:19:25.000,2021-05-03 02:35:11.000,66.0,,218.0,2021-04-21 10:37:50.000,4.1.0,37.0,179.0,['flake8'],,hacking,,1049.0,8690.0,,https://pypi.org/project/hacking,2021-04-21 10:37:50.000,8690.0,196216.0,196216.0,,,,2.0,,,,,,,,,,
72,mimesis,https://github.com/lk-geimfari/mimesis,,"Mimesis is a high-performance fake data generator for Python, which provides data for a variety of purposes in a..",testing,28,True,lk-geimfari/mimesis,https://github.com/lk-geimfari/mimesis,MIT,2016-09-09 21:41:22.000,2021-05-21 10:00:55.000,2021-04-30 07:22:02.000,274.0,280.0,3301.0,2020-12-21 11:12:37.000,4.1.3,30.0,106.0,,,mimesis,7.0,1958.0,84.0,,https://pypi.org/project/mimesis,2020-12-21 11:12:37.000,84.0,109426.0,109428.0,,,,2.0,157.0,,,,,,,,,
73,pytype,https://github.com/google/pytype,,A static type analyzer for Python code.,linters,28,True,google/pytype,https://github.com/google/pytype,Apache-2.0,2015-03-18 20:52:08.000,2021-05-25 21:44:30.000,2021-05-25 19:10:25.000,192.0,318.0,3282.0,2021-05-25 21:37:24.000,2021.5.25,102.0,61.0,,conda-forge/pytype,pytype,101.0,4310.0,88.0,,https://pypi.org/project/pytype,2021-05-25 21:37:24.000,88.0,98799.0,102646.0,https://anaconda.org/conda-forge/pytype,2020-10-13 18:48:00.617,46170.0,2.0,,,,,,,,,,
74,structlog,https://github.com/hynek/structlog,,Structured Logging for Python.,logging,28,True,hynek/structlog,https://github.com/hynek/structlog,MIT,2013-08-13 15:55:58.000,2021-05-19 09:43:09.000,2021-05-19 09:43:09.000,137.0,150.0,1499.0,2021-02-18 16:17:00.000,21.1.0,23.0,72.0,,conda-forge/structlog,structlog,33.0,,4443.0,3237.0,https://pypi.org/project/structlog,2021-02-18 16:06:29.000,1206.0,2095630.0,2097498.0,https://anaconda.org/conda-forge/structlog,2021-02-22 14:39:08.894,108392.0,2.0,,,,,,,,,,
75,pyelftools,https://github.com/eliben/pyelftools,,Parsing ELF and DWARF in Python.,debugging,28,True,eliben/pyelftools,https://github.com/eliben/pyelftools,Unlicense,2013-06-08 22:55:54.000,2021-05-27 13:38:35.000,2021-05-27 13:38:35.000,390.0,112.0,1225.0,,,8.0,75.0,,conda-forge/pyelftools,pyelftools,54.0,571.0,3024.0,2140.0,https://pypi.org/project/pyelftools,2020-10-27 13:45:19.000,884.0,669037.0,670081.0,https://anaconda.org/conda-forge/pyelftools,2020-10-27 16:16:13.901,64769.0,2.0,,,,,,,,,,
76,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 18:58:58.000,2021-05-23 07:40:10.000,2021-05-23 07:39:42.000,94.0,134.0,1219.0,2021-05-09 14:36:02.000,4.5.1,50.0,46.0,,conda-forge/radon,radon,20.0,514.0,2862.0,1764.0,https://pypi.org/project/radon,2021-05-23 07:40:10.000,1098.0,389164.0,389846.0,https://anaconda.org/conda-forge/radon,2020-09-18 20:13:31.841,29340.0,2.0,,,,,,,,,,
77,scons,https://github.com/SCons/scons,,SCons - a software construction tool.,build-tools,28,True,SCons/scons,https://github.com/SCons/scons,MIT,2017-03-23 22:12:34.579,2021-05-24 23:11:49.000,2021-05-17 00:52:19.000,210.0,2640.0,1149.0,2021-01-19 22:02:05.000,4.1.0,14.0,133.0,,conda-forge/scons,scons,664.0,7140.0,50.0,,https://pypi.org/project/scons,2019-12-17 02:49:51.000,50.0,163384.0,167175.0,https://anaconda.org/conda-forge/scons,2021-01-20 08:05:53.549,188928.0,2.0,352.0,,,,,,,,,
78,safety,https://github.com/pyupio/safety,,Safety checks your installed dependencies for known security vulnerabilities.,security,28,True,pyupio/safety,https://github.com/pyupio/safety,MIT,2016-10-19 13:22:56.000,2021-05-14 19:37:10.000,2021-04-28 19:57:23.000,85.0,68.0,1024.0,2021-01-15 19:34:46.000,1.10.3,38.0,35.0,,conda-forge/safety,safety,44.0,372.0,2444.0,1900.0,https://pypi.org/project/safety,2021-01-15 19:34:46.000,544.0,580684.0,584729.0,https://anaconda.org/conda-forge/safety,2021-01-15 20:54:00.958,17919.0,2.0,46196.0,,,,,,,,,
79,python-json-logger,https://github.com/madzak/python-json-logger,,Json Formatter for the standard python logger.,logging,28,True,madzak/python-json-logger,https://github.com/madzak/python-json-logger,BSD-2-Clause,2011-12-27 05:12:26.000,2021-04-18 19:41:32.000,2020-10-12 16:12:03.000,142.0,45.0,974.0,2020-10-12 16:26:53.000,2.0.1,19.0,43.0,,conda-forge/python-json-logger,python-json-logger,18.0,179.0,16022.0,15104.0,https://pypi.org/project/python-json-logger,2020-10-12 16:26:53.000,918.0,3075120.0,3088607.0,https://anaconda.org/conda-forge/python-json-logger,2020-10-12 23:31:31.855,660892.0,2.0,,,,,,,,,,
80,progressbar2,https://github.com/WoLpH/python-progressbar,,Progressbar 2 - A progress bar for Python 2 and Python 3 - pip install progressbar2.,logging,28,True,WoLpH/python-progressbar,https://github.com/WoLpH/python-progressbar,BSD-3-Clause,2012-02-20 06:19:21.000,2021-03-15 00:40:40.000,2021-03-15 00:40:40.000,91.0,179.0,692.0,2020-09-09 13:36:59.000,3.53.1,94.0,38.0,,conda-forge/progressbar2,progressbar2,9.0,867.0,11452.0,9256.0,https://pypi.org/project/progressbar2,2020-09-09 13:28:47.000,2196.0,1040408.0,1045496.0,https://anaconda.org/conda-forge/progressbar2,2020-09-09 14:31:33.844,278012.0,2.0,1571.0,,,,,,,,,
81,colorlog,https://github.com/borntyping/python-colorlog,,A colored formatter for the python logging module.,logging,28,True,borntyping/python-colorlog,https://github.com/borntyping/python-colorlog,MIT,2012-09-05 17:57:21.000,2021-05-27 09:29:03.000,2021-05-27 09:28:52.000,72.0,62.0,689.0,2021-04-13 13:51:48.000,5.0.1,58.0,29.0,,conda-forge/colorlog,colorlog,2.0,,13558.0,9892.0,https://pypi.org/project/colorlog,2021-05-27 09:18:43.000,3666.0,4690189.0,4696085.0,https://anaconda.org/conda-forge/colorlog,2021-04-14 16:26:06.310,359678.0,2.0,,,,,,,,,,
82,nose2,https://github.com/nose-devs/nose2,,"The successor to nose, based on unittest2.",testing,28,True,nose-devs/nose2,https://github.com/nose-devs/nose2,BSD-3-Clause,2011-12-14 15:33:15.000,2021-03-10 16:59:07.000,2021-03-10 16:59:06.000,131.0,196.0,679.0,2021-01-27 21:57:28.000,0.10.0,26.0,71.0,,conda-forge/nose2,nose2,55.0,990.0,5686.0,3748.0,https://pypi.org/project/nose2,2021-01-27 21:57:28.000,1938.0,343924.0,344775.0,https://anaconda.org/conda-forge/nose2,2020-02-02 06:02:02.004,30654.0,2.0,,,,,,,,,,
83,astor,https://github.com/berkerpeksag/astor,,Python AST read/write.,ast,28,True,berkerpeksag/astor,https://github.com/berkerpeksag/astor,BSD-3-Clause,2012-09-19 23:02:51.000,2021-03-15 17:27:04.000,2021-03-15 17:27:04.000,81.0,72.0,581.0,2019-12-10 01:50:33.000,0.8.1,14.0,31.0,,conda-forge/astor,astor,35.0,261.0,3756.0,,https://pypi.org/project/astor,2019-12-10 01:50:33.000,3756.0,3669777.0,3693267.0,https://anaconda.org/conda-forge/astor,2020-07-01 13:36:26.971,1151057.0,2.0,,,,,,,,,,
84,buildout,https://github.com/buildout/buildout,,Buildout is a deployment automation tool written in and extended with Python.,build-tools,28,False,buildout/buildout,https://github.com/buildout/buildout,ZPL-2.1,2012-03-25 21:47:18.000,2021-05-11 11:55:36.000,2021-03-29 11:37:20.000,170.0,203.0,511.0,2021-03-08 07:25:44.000,2.13.4,103.0,89.0,,,zc.buildout,138.0,1616.0,1974.0,,https://pypi.org/project/zc.buildout,2021-03-09 08:12:12.000,1974.0,98453.0,98453.0,,,,2.0,,,,,,,,,,
85,pylint-django,https://github.com/PyCQA/pylint-django,,Pylint plugin for improving code analysis for when using Django.,linters,28,True,PyCQA/pylint-django,https://github.com/PyCQA/pylint-django,GPL-2.0,2013-10-01 06:35:15.000,2021-04-26 10:10:55.000,2021-04-26 10:09:38.000,99.0,149.0,464.0,2021-04-09 06:40:49.000,2.4.3,49.0,58.0,['pylint'],conda-forge/pylint-django,pylint-django,24.0,547.0,15726.0,13480.0,https://pypi.org/project/pylint-django,2021-04-09 06:39:56.000,2246.0,624359.0,625743.0,https://anaconda.org/conda-forge/pylint-django,2021-01-12 09:07:20.984,78426.0,2.0,180.0,,,,,,,,,
86,ddt,https://github.com/datadriventests/ddt,,Data-Driven Tests for Python Unittest.,testing,28,True,datadriventests/ddt,https://github.com/datadriventests/ddt,MIT,2012-02-11 22:57:10.000,2021-03-12 20:36:06.000,2021-03-12 20:34:54.000,96.0,30.0,384.0,2021-03-12 20:36:06.000,1.4.2,26.0,34.0,,conda-forge/ddt,ddt,17.0,211.0,6027.0,3543.0,https://pypi.org/project/ddt,2020-05-15 02:43:35.000,2484.0,280240.0,281415.0,https://anaconda.org/conda-forge/ddt,2020-05-15 03:17:11.932,58793.0,2.0,,,,,,,,,,
87,astunparse,https://github.com/simonpercivall/astunparse,,An AST unparser for Python.,ast,28,False,simonpercivall/astunparse,https://github.com/simonpercivall/astunparse,BSD-3-Clause,2014-03-31 15:34:54.000,2021-05-13 16:10:26.000,2019-12-22 18:11:19.000,39.0,21.0,160.0,2019-12-22 18:12:11.000,1.6.3,11.0,10.0,,conda-forge/astunparse,astunparse,18.0,86.0,20054.0,19872.0,https://pypi.org/project/astunparse,2019-12-22 18:12:11.000,182.0,4382270.0,4387871.0,https://anaconda.org/conda-forge/astunparse,2021-01-15 07:40:29.426,263293.0,2.0,,,,,,,,,,
88,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 15:40:33.000,2021-05-27 10:51:04.000,2021-05-25 09:35:56.000,286.0,723.0,4205.0,2021-04-15 16:56:28.000,0.6.14,150.0,94.0,,conda-forge/nuitka,nuitka,197.0,7743.0,54.0,,https://pypi.org/project/nuitka,2021-05-24 14:17:03.000,54.0,22013.0,26558.0,https://anaconda.org/conda-forge/nuitka,2021-05-24 21:35:45.068,277273.0,2.0,,,,,,,,,,
89,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 11:35:34.000,2021-05-16 15:51:22.000,2021-05-16 15:13:58.000,1356.0,2371.0,3191.0,2017-05-30 10:07:57.000,0.11.1,730.0,482.0,,,coala-bears,846.0,4486.0,218.0,10.0,https://pypi.org/project/coala-bears,2017-11-10 21:04:50.000,208.0,1995.0,1996.0,,,,2.0,135.0,,,,,,,,,
90,memory-profiler,https://github.com/pythonprofilers/memory_profiler,,Monitor Memory usage of Python code.,profiling,27,True,pythonprofilers/memory_profiler,https://github.com/pythonprofilers/memory_profiler,BSD-3-Clause,2011-10-14 11:56:14.000,2021-04-19 19:16:50.000,2021-04-19 19:16:50.000,309.0,99.0,2918.0,2018-08-16 03:16:49.000,0.54.0,52.0,87.0,,,memory_profiler,88.0,636.0,534.0,,https://pypi.org/project/memory_profiler,2018-08-16 03:16:49.000,534.0,315419.0,315419.0,,,,2.0,,,,,,,,,,
91,pyinstrument,https://github.com/joerick/pyinstrument,,Call stack profiler for Python. Shows you why your code is slow!.,profiling,27,True,joerick/pyinstrument,https://github.com/joerick/pyinstrument,BSD-3-Clause,2014-03-13 17:53:13.000,2021-05-03 13:06:12.737,2021-05-03 09:03:51.000,105.0,60.0,2771.0,2021-05-03 09:06:06.000,3.4.2,29.0,27.0,,conda-forge/pyinstrument,pyinstrument,19.0,470.0,399.0,263.0,https://pypi.org/project/pyinstrument,2021-05-03 09:06:06.000,136.0,153723.0,154979.0,https://anaconda.org/conda-forge/pyinstrument,2021-05-03 13:06:12.737,70372.0,2.0,,,,,,,,,,
92,pudb,https://github.com/inducer/pudb,,Full-screen console debugger for Python.,debugging,27,True,inducer/pudb,https://github.com/inducer/pudb,MIT,2011-05-13 23:44:30.000,2021-05-26 22:57:23.000,2021-05-26 22:57:22.000,176.0,132.0,2106.0,2017-09-02 18:52:28.000,2017.1.4,69.0,76.0,,conda-forge/pudb,pudb,139.0,,3772.0,2346.0,https://pypi.org/project/pudb,2021-05-08 20:11:53.000,1426.0,674883.0,676608.0,https://anaconda.org/conda-forge/pudb,2020-04-15 19:25:06.154,100061.0,2.0,,,,,,,,,,
93,vulture,https://github.com/jendrikseipp/vulture,,Find dead Python code.,refactoring,27,True,jendrikseipp/vulture,https://github.com/jendrikseipp/vulture,MIT,2016-08-11 15:39:58.647,2021-05-20 11:30:32.000,2021-04-29 20:36:37.000,77.0,132.0,1671.0,2021-01-16 17:51:40.000,2.3,42.0,28.0,,conda-forge/vulture,vulture,13.0,679.0,1286.0,926.0,https://pypi.org/project/vulture,2021-01-16 17:49:50.000,360.0,135516.0,136277.0,https://anaconda.org/conda-forge/vulture,2020-08-11 23:14:02.062,43409.0,2.0,,,,,,,,,,
94,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 23:32:13.000,2021-04-29 21:15:40.000,2018-03-15 16:54:31.000,592.0,129.0,1614.0,2016-11-25 22:13:29.000,4.0.515,36.0,342.0,,,diamond,226.0,3219.0,91.0,60.0,https://pypi.org/project/diamond,2016-11-25 22:13:29.000,31.0,34859.0,34859.0,,,,2.0,,,,,,,,,,
95,flit,https://github.com/takluyver/flit,,Simplified packaging of Python modules.,build-tools,27,True,takluyver/flit,https://github.com/takluyver/flit,BSD-3-Clause,2015-03-13 21:22:27.000,2021-05-01 00:36:07.000,2021-04-02 14:17:07.000,70.0,160.0,1422.0,2021-03-01 15:37:10.000,3.1.0,39.0,42.0,,conda-forge/flit,flit,83.0,895.0,226.0,,https://pypi.org/project/flit,2021-03-01 15:37:10.000,226.0,98296.0,99900.0,https://anaconda.org/conda-forge/flit,2021-03-22 11:34:50.479,81817.0,3.0,,,,,,,,,,
96,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 22:21:23.000,2021-05-17 18:10:20.000,2021-05-14 03:29:39.000,124.0,191.0,1021.0,2020-09-04 06:38:01.000,0.33.1,43.0,56.0,,conda-forge/doit,doit,65.0,1366.0,1168.0,702.0,https://pypi.org/project/doit,2020-09-04 06:38:01.000,466.0,209479.0,210806.0,https://anaconda.org/conda-forge/doit,2020-10-11 16:47:23.103,54434.0,3.0,,,,,,,,,,
97,pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,,py.test fixture for benchmarking code.,testing,27,True,ionelmc/pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,BSD-2-Clause,2014-10-10 10:55:33.000,2021-04-29 19:23:45.000,2021-04-17 19:47:14.000,78.0,77.0,762.0,2021-04-17 19:47:26.000,3.4.1,41.0,32.0,['pytest'],conda-forge/pytest-benchmark,pytest-benchmark,71.0,984.0,2528.0,1798.0,https://pypi.org/project/pytest-benchmark,2021-04-17 19:47:26.000,730.0,320006.0,329136.0,https://anaconda.org/conda-forge/pytest-benchmark,2021-04-18 21:19:04.860,566109.0,3.0,,,,,,,,,,
98,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,27,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 18:04:51.000,51.0,68.0,709.0,2020-07-06 18:40:33.000,0.9.4,25.0,36.0,['pytest'],conda-forge/pytest-sugar,pytest-sugar,35.0,344.0,11906.0,7326.0,https://pypi.org/project/pytest-sugar,2020-07-06 18:40:33.000,4580.0,493423.0,495605.0,https://anaconda.org/conda-forge/pytest-sugar,2020-09-18 13:41:24.029,98224.0,3.0,,,,,,,,,,
99,pep8-naming,https://github.com/PyCQA/pep8-naming,,Naming Convention checker for Python.,linters,27,False,PyCQA/pep8-naming,https://github.com/PyCQA/pep8-naming,Saxpath,2013-02-09 18:32:52.000,2021-05-01 15:45:56.000,2021-05-01 15:45:56.000,49.0,64.0,299.0,2020-06-16 23:48:52.000,0.11.1,21.0,27.0,,conda-forge/pep8-naming,pep8-naming,13.0,224.0,9452.0,6424.0,https://pypi.org/project/pep8-naming,2020-06-16 23:48:52.000,3028.0,978103.0,981078.0,https://anaconda.org/conda-forge/pep8-naming,2020-07-01 03:49:33.929,187457.0,2.0,,,,,,,,,,
100,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 06:57:52.000,2021-05-26 23:29:58.000,2021-05-26 23:29:58.000,2040.0,1226.0,23519.0,2021-05-23 17:03:23.000,2.0.0,42.0,323.0,,,pyenv,125.0,2582.0,1.0,,https://pypi.org/project/pyenv,2019-01-12 14:49:22.000,1.0,6792.0,6792.0,,,,2.0,,,,,,,,,,
101,sqlmap,https://github.com/sqlmapproject/sqlmap,,Automatic SQL injection and database takeover tool.,security,26,True,sqlmapproject/sqlmap,https://github.com/sqlmapproject/sqlmap,GPL-3.0,2012-06-26 09:52:15.000,2021-05-27 10:29:59.000,2021-05-27 10:29:40.000,4300.0,4271.0,20196.0,2021-03-03 22:08:16.000,1.5.3,67.0,106.0,,,sqlmap,47.0,9774.0,8.0,,https://pypi.org/project/sqlmap,2021-05-01 09:40:03.000,8.0,8015.0,8015.0,,,,2.0,,,,,,,,,,
102,playwright-python,https://github.com/microsoft/playwright-python,,Python version of the Playwright testing and automation library.,testing,26,True,microsoft/playwright-python,https://github.com/microsoft/playwright-python,Apache-2.0,2020-07-01 15:28:13.000,2021-05-26 12:36:29.000,2021-05-26 12:36:29.000,389.0,325.0,4557.0,2021-05-20 21:04:39.000,1.11.2,52.0,20.0,,,playwright,15.0,363.0,216.0,216.0,https://pypi.org/project/playwright,2021-05-20 21:04:39.000,0.0,58223.0,58223.0,,,,3.0,,,,,,,,,,
103,pex,https://github.com/pantsbuild/pex,,A library and tool for generating .pex (Python EXecutable) files.,packaging,26,True,pantsbuild/pex,https://github.com/pantsbuild/pex,Apache-2.0,2014-07-21 17:06:12.000,2021-05-10 20:48:20.000,2021-05-08 18:59:22.000,194.0,553.0,1884.0,2021-04-29 23:00:08.000,2.1.42,131.0,99.0,,,pex,133.0,,230.0,,https://pypi.org/project/pex,2021-04-29 23:00:51.000,230.0,129271.0,134927.0,,,,2.0,305429.0,,,,,,,,,
104,prospector,https://github.com/PyCQA/prospector,,"Inspects Python source files and provides information about type and location of classes, methods etc.",code-metrics,26,True,PyCQA/prospector,https://github.com/PyCQA/prospector,GPL-2.0,2013-08-05 07:26:30.000,2021-05-24 17:20:46.000,2020-10-21 22:30:57.000,123.0,211.0,1426.0,2020-10-21 22:32:26.000,1.3.1,91.0,67.0,,conda-forge/prospector,prospector,51.0,1051.0,3382.0,2244.0,https://pypi.org/project/prospector,2020-10-21 22:31:43.000,1138.0,362784.0,363204.0,https://anaconda.org/conda-forge/prospector,2020-11-18 00:26:14.628,23980.0,2.0,,,,,,,,,,
105,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 11:38:06.000,2021-05-10 09:29:30.000,2020-10-18 16:56:10.000,234.0,389.0,1299.0,2020-10-06 16:13:40.000,0.12.10,617.0,35.0,,,pybuilder,87.0,1284.0,110.0,,https://pypi.org/project/pybuilder,2021-05-07 22:11:38.000,110.0,19617.0,19617.0,,,,3.0,,,,,,,,,,
106,pytest-bdd,https://github.com/pytest-dev/pytest-bdd,,BDD library for the py.test runner.,testing,26,True,pytest-dev/pytest-bdd,https://github.com/pytest-dev/pytest-bdd,MIT,2013-03-29 07:27:43.000,2021-05-27 11:43:32.000,2021-04-29 11:51:53.000,131.0,128.0,820.0,2020-12-07 12:41:15.000,4.0.2,89.0,40.0,['pytest'],conda-forge/pytest-bdd,pytest-bdd,102.0,658.0,268.0,,https://pypi.org/project/pytest-bdd,2020-12-07 12:41:15.000,268.0,184095.0,185229.0,https://anaconda.org/conda-forge/pytest-bdd,2020-02-03 16:53:59.114,27218.0,3.0,,,,,,,,,,
107,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,26,True,pympler/pympler,https://github.com/pympler/pympler,Apache-2.0,2012-10-04 23:35:16.000,2021-05-25 14:39:54.000,2020-10-15 19:16:49.000,67.0,46.0,770.0,2016-03-31 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 20:27:50.000,478.0,439144.0,442462.0,https://anaconda.org/conda-forge/pympler,2020-10-14 22:08:39.935,165948.0,3.0,,,,,,,,,,
108,pdbpp,https://github.com/pdbpp/pdbpp,,"pdb++, a drop-in replacement for pdb (the Python debugger).",debugging,26,True,pdbpp/pdbpp,https://github.com/pdbpp/pdbpp,BSD-3-Clause,2017-06-11 13:42:16.000,2021-05-12 20:31:02.000,2021-04-30 20:58:34.000,41.0,108.0,740.0,2019-10-04 12:04:09.000,0.10.2,25.0,39.0,,conda-forge/pdbpp,pdbpp,56.0,685.0,3081.0,2053.0,https://pypi.org/project/pdbpp,2019-10-04 12:04:09.000,1028.0,345373.0,346638.0,https://anaconda.org/conda-forge/pdbpp,2019-05-07 20:32:36.208,56962.0,2.0,,,,,,,,,,
109,green,https://github.com/CleanCut/green,,"Green is a clean, colorful, fast python test runner.",testing,26,True,CleanCut/green,https://github.com/CleanCut/green,MIT,2014-04-01 20:08:18.000,2021-04-28 04:27:10.000,2021-04-28 04:25:32.000,74.0,160.0,698.0,2021-04-28 04:27:10.000,3.2.6,140.0,37.0,,conda-forge/green,green,4.0,1041.0,938.0,580.0,https://pypi.org/project/green,2021-04-28 04:27:10.000,358.0,17107.0,18873.0,https://anaconda.org/conda-forge/green,2020-11-12 18:09:27.157,77730.0,3.0,,,,,,,,,,
110,Yappi,https://github.com/sumerc/yappi,,"Yet Another Python Profiler, but this time thread&coroutine&greenlet aware.",profiling,26,True,sumerc/yappi,https://github.com/sumerc/yappi,MIT,2009-10-07 20:46:30.000,2021-03-23 08:19:22.000,2021-03-23 08:19:22.000,44.0,32.0,641.0,2020-11-27 15:28:40.000,1.3.2,17.0,22.0,,conda-forge/yappi,yappi,12.0,639.0,1051.0,411.0,https://pypi.org/project/yappi,2020-11-27 15:28:40.000,640.0,147905.0,149550.0,https://anaconda.org/conda-forge/yappi,2020-11-28 16:22:51.992,77359.0,3.0,,,,,,,,,,
111,setuptools_scm,https://github.com/pypa/setuptools_scm,,the blessed package to manage your versions by scm tags.,build-tools,26,True,pypa/setuptools_scm,https://github.com/pypa/setuptools_scm,MIT,2015-07-01 17:57:56.000,2021-05-24 17:35:10.000,2021-05-24 17:35:10.000,135.0,260.0,461.0,2020-12-13 22:17:40.000,5.0.1,47.0,84.0,,conda-forge/setuptools_scm,setuptools_scm,70.0,,694.0,,https://pypi.org/project/setuptools_scm,2018-08-09 06:35:57.000,694.0,12904581.0,12915081.0,https://anaconda.org/conda-forge/setuptools_scm,2021-03-17 16:05:30.451,651043.0,3.0,,,,,,,,,,
112,python-coloredlogs,https://github.com/xolox/python-coloredlogs,,Colored terminal output for Python's logging module.,logging,26,True,xolox/python-coloredlogs,https://github.com/xolox/python-coloredlogs,MIT,2013-05-30 18:57:12.000,2020-12-10 13:10:51.000,2020-12-10 13:09:55.000,36.0,49.0,415.0,2018-04-29 22:06:15.000,9.3.1,62.0,16.0,,,coloredlogs,23.0,271.0,9862.0,7766.0,https://pypi.org/project/coloredlogs,2020-12-10 13:10:51.000,2096.0,1632535.0,1632535.0,,,,3.0,,,,,,,,,,
113,autoflake,https://github.com/myint/autoflake,,Removes unused imports and unused variables as reported by pyflakes.,refactoring,26,True,myint/autoflake,https://github.com/myint/autoflake,MIT,2012-12-27 03:40:17.000,2021-05-26 15:10:21.374,2020-12-27 17:36:40.000,44.0,33.0,387.0,2019-08-04 15:14:24.000,1.3.1,36.0,17.0,,conda-forge/autoflake,autoflake,33.0,439.0,2786.0,2206.0,https://pypi.org/project/autoflake,2019-08-04 15:14:24.000,580.0,947320.0,951843.0,https://anaconda.org/conda-forge/autoflake,2021-05-26 15:10:21.374,113076.0,2.0,,,,,,,,,,
114,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 20:41:41.000,2021-05-20 18:56:40.000,2021-04-15 00:19:06.000,65.0,70.0,341.0,2020-10-12 20:37:53.000,1.11.1,28.0,29.0,['sphinx'],conda-forge/sphinx-autodoc-typehints,sphinx-autodoc-typehints,44.0,174.0,1380.0,,https://pypi.org/project/sphinx-autodoc-typehints,2020-10-12 20:37:53.000,1380.0,335044.0,339202.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2021-04-15 04:06:00.666,174652.0,2.0,,,,,,,,,,
115,darglint,https://github.com/terrencepreilly/darglint,,A python documentation linter which checks that the docstring description matches the definition.,linters,26,True,terrencepreilly/darglint,https://github.com/terrencepreilly/darglint,MIT,2017-09-25 14:11:21.000,2021-04-20 18:35:00.000,2021-04-04 23:02:21.000,24.0,91.0,310.0,2021-02-22 05:24:56.000,1.7.0,47.0,21.0,,conda-forge/darglint,darglint,37.0,495.0,437.0,417.0,https://pypi.org/project/darglint,2021-02-22 05:24:56.000,20.0,174494.0,175105.0,https://anaconda.org/conda-forge/darglint,2021-04-05 00:44:14.308,12234.0,2.0,,,,,,,,,,
116,pytest-mypy,https://github.com/dbader/pytest-mypy,,Mypy static type checker plugin for Pytest.,testing,26,True,dbader/pytest-mypy,https://github.com/dbader/pytest-mypy,MIT,2016-09-29 14:39:23.000,2021-03-21 15:51:09.000,2021-03-21 15:48:31.000,31.0,34.0,188.0,2021-03-21 15:51:09.000,0.8.1,17.0,15.0,['pytest'],conda-forge/pytest-mypy,pytest-mypy,9.0,216.0,1326.0,1060.0,https://pypi.org/project/pytest-mypy,2021-03-21 15:51:09.000,266.0,301660.0,302282.0,https://anaconda.org/conda-forge/pytest-mypy,2020-11-24 14:50:18.057,9341.0,3.0,,,,,,,,,,
117,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 20:24:53.000,22.0,21.0,108.0,2020-08-07 21:45:21.000,0.4.0,16.0,10.0,,conda-forge/gast,gast,4.0,80.0,59796.0,56408.0,https://pypi.org/project/gast,2020-08-07 21:45:21.000,3388.0,8328218.0,8358723.0,https://anaconda.org/conda-forge/gast,2020-08-07 22:36:47.303,1098210.0,3.0,,,,,,,,,,
118,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,25,True,cs01/gdbgui,https://github.com/cs01/gdbgui,GPL-3.0,2016-10-27 03:19:25.000,2021-05-24 23:57:37.000,2020-12-21 02:51:39.000,473.0,159.0,7969.0,2021-05-20 07:34:40.000,0.13.2.2,91.0,35.0,,,gdbgui,114.0,420.0,91.0,89.0,https://pypi.org/project/gdbgui,2021-05-20 07:33:03.000,2.0,82850.0,83215.0,,,,3.0,3652.0,,,,,,,,,
119,pyright,https://github.com/microsoft/pyright,,Static type checker for Python.,linters,25,True,Microsoft/pyright,https://github.com/microsoft/pyright,MIT,2019-03-12 03:38:46.000,2021-05-26 22:09:17.000,2021-05-26 22:03:25.000,331.0,1565.0,6759.0,2021-05-26 22:09:18.000,1.1.144,228.0,55.0,,,,10.0,,81.0,77.0,,,,,83712.0,,,,2.0,,-3.0,,,pyright,https://www.npmjs.com/package/pyright,2021-05-26 22:05:30.912,4.0,83712.0,
120,mamba,https://github.com/mamba-org/mamba,,The Fast Cross-Platform Package Manager.,dependency-managers,25,True,mamba-org/mamba,https://github.com/mamba-org/mamba,BSD-3-Clause,2019-03-05 13:05:10.000,2021-05-26 19:34:32.000,2021-05-26 19:34:31.000,89.0,311.0,1617.0,,,71.0,50.0,,conda-forge/mamba,,138.0,1282.0,318.0,318.0,,,,,32021.0,https://anaconda.org/conda-forge/mamba,2021-05-12 22:31:43.620,832557.0,3.0,,,,,,,,,,
121,pyarmor,https://github.com/dashingsoft/pyarmor,,"A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.",security,25,False,dashingsoft/pyarmor,https://github.com/dashingsoft/pyarmor,SGI-B-2.0,2017-08-26 04:11:53.000,2021-05-25 13:46:49.000,2021-05-25 13:46:38.000,133.0,491.0,954.0,2021-05-20 01:00:52.000,6.7.1,221.0,14.0,,,pyarmor,9.0,3098.0,213.0,203.0,https://pypi.org/project/pyarmor,2021-05-20 00:58:12.000,10.0,88652.0,88652.0,,,,3.0,18.0,,,,,,,,,
122,pylama,https://github.com/klen/pylama,,Code audit tool for python.,linters,25,False,klen/pylama,https://github.com/klen/pylama,LGPL-3.0,2012-08-17 10:10:10.000,2021-04-25 06:43:44.000,2019-04-10 18:20:19.000,77.0,53.0,779.0,2019-04-10 18:20:47.000,7.7.1,99.0,41.0,,,pylama,72.0,689.0,3393.0,2389.0,https://pypi.org/project/pylama,2019-04-10 18:20:47.000,1004.0,91119.0,91119.0,,,,2.0,,,,,,,,,,
123,typeguard,https://github.com/agronholm/typeguard,,Run-time type checker for Python.,debugging,25,True,agronholm/typeguard,https://github.com/agronholm/typeguard,MIT,2015-12-27 23:15:37.000,2021-05-26 09:48:39.000,2021-04-01 17:47:35.000,57.0,113.0,642.0,2021-04-01 18:09:22.000,2.12.0,40.0,17.0,,conda-forge/typeguard,typeguard,35.0,235.0,158.0,,https://pypi.org/project/typeguard,2021-04-01 18:09:22.000,158.0,3029909.0,3031330.0,https://anaconda.org/conda-forge/typeguard,2021-04-01 19:27:48.947,39802.0,3.0,,,,,,,,,,
124,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 20:43:31.000,2021-03-25 19:51:14.000,2021-03-25 19:51:14.000,129.0,300.0,588.0,2020-05-16 12:35:26.000,0.4.2,16.0,53.0,,conda-forge/asv,asv,111.0,1889.0,243.0,155.0,https://pypi.org/project/asv,2020-05-16 12:33:41.000,88.0,14545.0,23098.0,https://anaconda.org/conda-forge/asv,2021-02-16 18:17:19.627,444769.0,3.0,,,,,,,,,,
125,sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,,Sphinx Bootstrap Theme.,documentation,25,False,ryan-roemer/sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,MIT,2011-12-07 14:53:00.000,2021-01-13 12:56:13.000,2019-09-25 19:17:09.000,203.0,78.0,576.0,2019-03-29 17:57:28.000,0.7.1,56.0,37.0,['sphinx'],,sphinx-bootstrap-theme,57.0,393.0,2986.0,2010.0,https://pypi.org/project/sphinx-bootstrap-theme,2019-03-29 17:57:28.000,976.0,41194.0,41194.0,,,,2.0,,,,,,,,,,
126,PyHamcrest,https://github.com/hamcrest/PyHamcrest,,Hamcrest matchers for Python.,testing,25,True,hamcrest/PyHamcrest,https://github.com/hamcrest/PyHamcrest,BSD-3-Clause,2010-12-24 02:55:56.000,2021-03-12 17:18:45.000,2021-03-08 10:35:21.000,81.0,48.0,546.0,2020-03-02 14:42:32.000,2.0.2,22.0,34.0,,conda-forge/pyhamcrest,pyhamcrest,10.0,,3392.0,,https://pypi.org/project/pyhamcrest,2020-03-02 14:42:32.000,3392.0,1013707.0,1019646.0,https://anaconda.org/conda-forge/pyhamcrest,2020-03-02 15:36:14.195,356366.0,3.0,,,,,,,,,,
127,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 09:43:52.000,2021-04-30 11:53:47.000,2021-04-30 11:53:35.000,76.0,92.0,441.0,2017-12-31 01:13:41.000,1.3.4,28.0,44.0,,conda-forge/paver,paver,37.0,533.0,1908.0,,https://pypi.org/project/paver,2017-12-31 01:13:41.000,1908.0,37622.0,38023.0,https://anaconda.org/conda-forge/paver,2018-07-24 12:48:36.122,21672.0,3.0,,,,,,,,,,
128,sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,,Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a livereload enabled..,documentation,25,True,executablebooks/sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,MIT,2013-12-25 17:09:56.000,2021-05-12 13:27:08.000,2021-03-14 13:43:08.000,48.0,44.0,329.0,2021-03-14 13:46:47.000,2021.3.14,15.0,17.0,['sphinx'],conda-forge/sphinx-autobuild,sphinx-autobuild,12.0,,4682.0,,https://pypi.org/project/sphinx-autobuild,2021-03-14 13:46:47.000,4682.0,160593.0,161723.0,https://anaconda.org/conda-forge/sphinx-autobuild,2021-03-14 17:15:24.297,55374.0,2.0,,,,,,,,,,
129,flake8-import-order,https://github.com/PyCQA/flake8-import-order,,Flake8 plugin that checks import order against various Python Style Guides.,linters,25,True,PyCQA/flake8-import-order,https://github.com/PyCQA/flake8-import-order,LGPL-3.0,2014-03-16 12:46:09.000,2021-03-12 04:22:24.000,2020-08-04 12:21:12.000,61.0,85.0,238.0,2019-03-04 08:39:11.000,0.18.1,34.0,40.0,['flake8'],conda-forge/flake8-import-order,flake8-import-order,11.0,274.0,1892.0,,https://pypi.org/project/flake8-import-order,2019-03-04 08:39:11.000,1892.0,393014.0,396517.0,https://anaconda.org/conda-forge/flake8-import-order,2019-03-06 03:48:48.199,189187.0,2.0,,,,,,,,,,
130,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 15:27:20.000,2021-04-22 19:51:35.000,2021-04-22 19:51:21.000,30.0,70.0,229.0,,,40.0,19.0,,conda-forge/check-manifest,check-manifest,15.0,520.0,6968.0,5164.0,https://pypi.org/project/check-manifest,2021-01-04 14:37:14.000,1804.0,194756.0,195699.0,https://anaconda.org/conda-forge/check-manifest,2021-01-04 16:36:49.618,27373.0,2.0,,,,,,,,,,
131,flake8-quotes,https://github.com/zheller/flake8-quotes,,Flake8 extension for checking quotes in python.,linters,25,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 23:46:18.000,33.0,39.0,127.0,2020-05-12 23:46:28.000,3.2.0,37.0,28.0,['flake8'],conda-forge/flake8-quotes,flake8-quotes,3.0,99.0,4523.0,3119.0,https://pypi.org/project/flake8-quotes,2020-05-12 23:46:28.000,1404.0,639594.0,649628.0,https://anaconda.org/conda-forge/flake8-quotes,2020-05-13 00:39:59.431,561911.0,2.0,,,,,,,,,,
132,Scalene,https://github.com/plasma-umass/scalene,,"Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python.",profiling,24,True,emeryberger/scalene,https://github.com/plasma-umass/scalene,Apache-2.0,2019-12-17 20:56:28.000,2021-05-27 14:12:32.000,2021-05-27 01:56:39.000,141.0,83.0,3991.0,2021-05-14 13:56:43.000,1.3.4,105.0,19.0,,,scalene,21.0,1471.0,43.0,43.0,https://pypi.org/project/scalene,2021-05-15 18:35:59.000,0.0,4424.0,4424.0,,,,3.0,,,plasma-umass/scalene,,,,,,,
133,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 05:54:30.000,2021-05-18 05:55:23.000,2021-01-08 01:36:09.000,94.0,46.0,2409.0,2021-01-08 01:37:28.000,1.6.2,19.0,1.0,,conda-forge/alive-progress,alive-progress,22.0,246.0,305.0,305.0,https://pypi.org/project/alive-progress,2021-01-08 01:37:28.000,0.0,12278.0,12767.0,https://anaconda.org/conda-forge/alive-progress,2021-01-08 03:33:35.990,7349.0,3.0,,,,,,,,,,
134,pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,,Testinfra test your infrastructures.,testing,24,True,pytest-dev/pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,Apache-2.0,2015-03-15 20:49:52.000,2021-05-11 09:19:47.000,2021-05-11 09:19:47.000,272.0,196.0,1900.0,2021-04-18 09:46:10.000,6.3.0,4.0,103.0,['pytest'],,pytest-testinfra,111.0,661.0,0.0,,https://pypi.org/project/pytest-testinfra,2021-03-18 20:54:27.000,0.0,97400.0,97400.0,,,,3.0,,,,,,,,,,
135,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 10:20:18.000,2021-05-10 19:26:12.000,2020-12-30 22:21:45.000,72.0,53.0,1870.0,2019-10-05 13:00:41.000,1.2.1,26.0,14.0,,,notifiers,38.0,377.0,140.0,134.0,https://pypi.org/project/notifiers,2019-10-05 13:00:41.000,6.0,284613.0,284613.0,,,,3.0,,,,,,,,,,
136,dephell,https://github.com/dephell/dephell,,"Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build..",dependency-managers,24,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 21:31:39.000,98.0,161.0,1713.0,2020-04-28 06:31:17.000,.0.8.3,30.0,37.0,,,dephell,100.0,2145.0,198.0,190.0,https://pypi.org/project/dephell,2020-04-28 06:29:24.000,8.0,19338.0,19343.0,,,,3.0,126.0,,,,,,,,,
137,uiautomator,https://github.com/xiaocong/uiautomator,,Python wrapper of Android uiautomator test tool.,testing,24,True,xiaocong/uiautomator,https://github.com/xiaocong/uiautomator,MIT,2013-08-18 03:38:50.000,2020-12-29 05:34:09.000,2020-11-16 01:36:32.000,589.0,115.0,1675.0,2020-11-16 03:43:07.000,1.0.2,41.0,13.0,,,uiautomator,171.0,316.0,308.0,186.0,https://pypi.org/project/uiautomator,2020-11-16 03:43:07.000,122.0,9976.0,9976.0,,,,3.0,,,,,,,,,,
138,pytest-watch,https://github.com/joeyespo/pytest-watch,,Local continuous test runner with pytest and watchdog.,testing,24,False,joeyespo/pytest-watch,https://github.com/joeyespo/pytest-watch,MIT,2015-01-12 02:08:20.000,2021-01-29 17:57:16.000,2019-06-15 20:36:43.000,48.0,41.0,566.0,2018-05-20 19:52:16.000,4.2.0,17.0,16.0,['pytest'],conda-forge/pytest-watch,pytest-watch,39.0,183.0,2936.0,2154.0,https://pypi.org/project/pytest-watch,2018-05-20 19:52:16.000,782.0,226754.0,227795.0,https://anaconda.org/conda-forge/pytest-watch,2021-01-18 20:02:36.906,41641.0,3.0,,,,,,,,,,
139,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 04:02:58.000,2021-05-27 14:55:19.000,2021-05-27 14:55:19.000,90.0,175.0,549.0,2021-01-01 01:16:23.000,2020.12.31,18.0,57.0,['pytest'],conda-forge/nox,nox,50.0,,603.0,547.0,https://pypi.org/project/nox,2021-01-01 01:16:23.000,56.0,311253.0,312152.0,https://anaconda.org/conda-forge/nox,2021-01-06 20:13:32.270,27877.0,3.0,,,,,,,,,,
140,pytest-testmon,https://github.com/tarpas/pytest-testmon,,Selects tests affected by changed files. Continous test runner when used with pytest-watch.,testing,24,True,tarpas/pytest-testmon,https://github.com/tarpas/pytest-testmon,AGPL-3.0,2015-02-02 14:21:10.000,2021-04-30 14:52:41.000,2021-04-30 14:52:24.000,28.0,82.0,477.0,2021-04-28 12:52:09.000,1.1.1,35.0,16.0,['pytest'],conda-forge/pytest-testmon,pytest-testmon,28.0,280.0,399.0,301.0,https://pypi.org/project/pytest-testmon,2021-04-28 12:47:25.000,98.0,87104.0,87868.0,https://anaconda.org/conda-forge/pytest-testmon,2019-08-03 00:17:17.063,29822.0,3.0,,,,,,,,,,
141,Mamba Test Runner,https://github.com/nestorsalceda/mamba,,The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD).,testing,24,True,nestorsalceda/mamba,https://github.com/nestorsalceda/mamba,MIT,2013-03-12 18:53:42.000,2021-03-29 16:44:43.000,2020-11-16 12:31:58.000,63.0,52.0,465.0,2020-11-16 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 12:35:41.000,220.0,18499.0,18499.0,,,,3.0,,,,,,,,,,
142,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 21:55:05.000,2021-03-31 05:13:31.000,2021-02-25 22:40:31.000,54.0,59.0,353.0,,,29.0,27.0,,,mypy-protobuf,12.0,252.0,246.0,222.0,https://pypi.org/project/mypy-protobuf,2021-02-04 23:42:23.000,24.0,408966.0,408966.0,,,,3.0,,-1.0,,,,,,,,
143,pytest-randomly,https://github.com/pytest-dev/pytest-randomly,,Pytest plugin to randomly order tests and control random.seed.,testing,24,True,pytest-dev/pytest-randomly,https://github.com/pytest-dev/pytest-randomly,MIT,2016-04-08 15:48:10.000,2021-05-22 11:30:48.000,2021-05-22 11:30:47.000,22.0,34.0,316.0,2021-05-10 11:00:33.000,3.8.0,23.0,15.0,,,pytest-randomly,7.0,,214.0,,https://pypi.org/project/pytest-randomly,2021-05-10 11:00:33.000,214.0,590986.0,590986.0,,,,3.0,,,,,,,,,,
144,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 13:16:35.000,2021-05-20 20:15:33.000,2021-04-24 12:57:17.000,34.0,68.0,230.0,2021-04-24 13:10:04.000,0.10.4.0,10.0,14.0,,,py2exe,5.0,965.0,1481.0,1135.0,https://pypi.org/project/py2exe,2021-04-24 13:15:25.000,346.0,30787.0,31143.0,,,,2.0,9280.0,,,,,,,,,
145,docformatter,https://github.com/myint/docformatter,,Formats docstrings to follow PEP 257.,formatters,24,True,myint/docformatter,https://github.com/myint/docformatter,MIT,2012-05-26 21:40:48.000,2021-04-15 20:42:40.000,2020-12-27 18:10:35.000,31.0,22.0,213.0,2019-11-10 16:23:03.000,1.3.1,48.0,15.0,,,docformatter,27.0,441.0,711.0,601.0,https://pypi.org/project/docformatter,2020-12-27 18:11:12.000,110.0,64254.0,64254.0,,,,3.0,,,,,,,,,,
146,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,24,True,ronaldoussoren/py2app,https://github.com/ronaldoussoren/py2app,MIT,2020-01-14 11:27:41.000,2021-05-14 20:21:54.000,2021-04-06 08:23:10.000,8.0,196.0,128.0,2021-04-06 08:27:25.000,0.24,39.0,24.0,,,py2app,149.0,598.0,5317.0,3675.0,https://pypi.org/project/py2app,2021-04-06 08:25:30.000,1642.0,14719.0,14719.0,,,,2.0,,,,,,,,,,
147,asteval,https://github.com/newville/asteval,,minimalistic evaluator of python expression using ast module.,ast,24,True,newville/asteval,https://github.com/newville/asteval,MIT,2012-03-31 22:10:33.000,2021-05-19 04:10:46.000,2021-05-19 04:10:36.000,28.0,42.0,121.0,2021-02-26 19:45:01.000,0.9.23,23.0,17.0,,conda-forge/asteval,asteval,5.0,393.0,791.0,553.0,https://pypi.org/project/asteval,2021-02-26 19:45:01.000,238.0,122444.0,124726.0,https://anaconda.org/conda-forge/asteval,2021-02-27 14:24:12.922,125545.0,3.0,,,,,,,,,,
148,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 19:25:34.000,2021-04-21 08:08:03.000,2020-08-11 08:04:26.000,35.0,37.0,108.0,2020-08-11 08:04:21.000,4.0.0,31.0,28.0,['flake8'],conda-forge/flake8-isort,flake8-isort,9.0,257.0,3743.0,2815.0,https://pypi.org/project/flake8-isort,2020-08-11 08:04:21.000,928.0,430672.0,431277.0,https://anaconda.org/conda-forge/flake8-isort,2020-08-11 09:43:27.627,11500.0,3.0,,,,,,,,,,
149,xdoctest,https://github.com/Erotemic/xdoctest,,A rewrite of Python's builtin doctest module (with pytest plugin integration) but without all the weirdness.,testing,24,True,Erotemic/xdoctest,https://github.com/Erotemic/xdoctest,Apache-2.0,2017-09-24 01:59:02.000,2021-05-27 01:54:16.000,2021-02-19 04:28:57.000,5.0,16.0,95.0,2021-01-29 16:18:48.000,0.15.4,56.0,5.0,,,xdoctest,16.0,585.0,1047.0,995.0,https://pypi.org/project/xdoctest,2021-01-29 16:18:48.000,52.0,79538.0,79538.0,,,,3.0,,,,,,,,,,conda-forge/xdoctest
150,Bpytop,https://github.com/aristocratos/bpytop,,Linux/OSX/FreeBSD resource monitor.,profiling,23,True,aristocratos/bpytop,https://github.com/aristocratos/bpytop,Apache-2.0,2020-07-01 17:41:25.000,2021-05-24 22:37:37.000,2021-05-02 10:13:40.000,254.0,198.0,6560.0,2021-05-02 08:59:00.000,1.0.65,50.0,28.0,,,bpytop,38.0,382.0,,,https://pypi.org/project/bpytop,2021-05-02 08:59:00.000,,10868.0,10868.0,,,,3.0,,,,,,,,,,
151,better-exceptions,https://github.com/Qix-/better-exceptions,,"Pretty and useful exceptions in Python, automatically.",logging,23,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 16:48:11.000,195.0,41.0,3931.0,2021-01-29 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 16:48:55.000,74.0,34665.0,34665.0,,,,3.0,,,,,,,,,,
152,pipx,https://github.com/pypa/pipx,,Install and Run Python Applications in Isolated Environments.,dependency-managers,23,True,pipxproject/pipx,https://github.com/pypa/pipx,MIT,2018-10-06 18:47:46.000,2021-05-27 09:36:27.000,2021-05-27 09:36:27.000,158.0,319.0,3604.0,2021-04-29 08:09:23.000,0.16.2.1,44.0,56.0,,,pipx,67.0,457.0,4.0,,https://pypi.org/project/pipx,2021-04-29 08:21:41.000,4.0,54527.0,54527.0,,,,3.0,,,pypa/pipx,,,,,,,
153,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 17:11:25.872,2021-04-22 04:53:12.032,2021-01-04 03:14:37.000,331.0,38.0,3556.0,2021-04-21 01:48:52.000,3.17.0,165.0,16.0,,conda-forge/rebound,rebound,20.0,166.0,33.0,19.0,https://pypi.org/project/rebound,2021-04-21 01:48:52.000,14.0,1500.0,4082.0,https://anaconda.org/conda-forge/rebound,2021-04-22 04:53:12.032,123791.0,3.0,165.0,,,,,,,,,
154,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 00:19:00.000,2021-05-24 15:55:07.000,2021-05-24 15:55:07.000,126.0,105.0,3371.0,2021-05-21 22:24:36.000,21.5.0,21.0,36.0,,conda-forge/monkeytype,monkeytype,37.0,,153.0,119.0,https://pypi.org/project/monkeytype,2021-05-21 22:24:36.000,34.0,46633.0,47430.0,https://anaconda.org/conda-forge/monkeytype,2021-05-22 12:13:35.937,31903.0,2.0,,-1.0,,,,,,,,
155,Bowler,https://github.com/facebookincubator/Bowler,,Safe code refactoring for modern Python.,refactoring,23,True,facebookincubator/Bowler,https://github.com/facebookincubator/Bowler,MIT,2018-06-07 21:44:17.000,2021-03-01 11:41:45.000,2021-02-21 23:09:11.000,85.0,34.0,1292.0,2020-09-17 01:55:39.000,0.9.0,8.0,26.0,,conda-forge/bowler,bowler,46.0,182.0,10.0,,https://pypi.org/project/bowler,2020-09-17 01:55:39.000,10.0,50262.0,50581.0,https://anaconda.org/conda-forge/bowler,2019-06-12 18:37:14.246,9577.0,2.0,,,,,,,,,,
156,stackprinter,https://github.com/cknd/stackprinter,,Debugging-friendly exceptions for Python.,logging,23,True,cknd/stackprinter,https://github.com/cknd/stackprinter,MIT,2018-09-05 10:58:47.000,2021-03-18 20:44:50.000,2021-01-01 18:48:26.000,31.0,13.0,1134.0,2020-10-31 13:10:42.000,0.2.5,14.0,6.0,,,stackprinter,9.0,159.0,58.0,54.0,https://pypi.org/project/stackprinter,2020-10-31 13:06:59.000,4.0,50222.0,50222.0,,,,3.0,,-1.0,,,,,,,,
157,pyupgrade,https://github.com/asottile/pyupgrade,,A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language.,refactoring,23,True,asottile/pyupgrade,https://github.com/asottile/pyupgrade,MIT,2017-02-28 17:50:31.000,2021-05-26 16:28:49.000,2021-05-25 02:35:17.000,65.0,167.0,975.0,2021-05-25 02:35:37.000,2.18.3,97.0,18.0,,conda-forge/pyupgrade,pyupgrade,16.0,675.0,10.0,,https://pypi.org/project/pyupgrade,2021-05-25 02:35:37.000,10.0,141309.0,148829.0,https://anaconda.org/conda-forge/pyupgrade,2021-05-25 04:47:54.624,210576.0,2.0,,,,,,,,,,
158,pdoc,https://github.com/mitmproxy/pdoc,,API Documentation for Python Projects.,documentation,23,True,mitmproxy/pdoc,https://github.com/mitmproxy/pdoc,Unlicense,2013-08-04 21:12:50.000,2021-05-22 12:05:34.000,2021-05-21 15:57:57.000,105.0,157.0,911.0,2021-05-21 16:03:12.000,7.0.1,62.0,29.0,,,pdoc,3.0,,603.0,315.0,https://pypi.org/project/pdoc,2021-05-21 16:03:12.000,288.0,51440.0,51440.0,,,,3.0,,,,,,,,,,
159,pycco,https://github.com/pycco-docs/pycco,,Literate-style documentation generator.,documentation,23,False,pycco-docs/pycco,https://github.com/pycco-docs/pycco,MIT,2010-06-29 07:02:31.000,2021-03-29 17:53:40.000,2019-12-20 19:59:49.000,132.0,28.0,745.0,2018-07-25 01:42:48.000,0.6.0,11.0,36.0,,,pycco,27.0,222.0,444.0,220.0,https://pypi.org/project/pycco,2018-07-25 01:42:48.000,224.0,2999.0,2999.0,,,,3.0,,,,,,,,,,
160,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 17:42:44.000,66.0,46.0,578.0,2019-03-17 19:03:54.000,0.9.2,15.0,34.0,,,redbaron,59.0,1669.0,459.0,287.0,https://pypi.org/project/redbaron,2019-03-17 18:59:01.000,172.0,37121.0,37121.0,,,,2.0,,,,,,,,,,
161,flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,,A flake8 plugin to help you write better list/set/dict comprehensions.,linters,23,True,adamchainz/flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,MIT,2016-04-05 12:15:56.000,2021-05-22 11:30:44.000,2021-05-22 11:30:43.000,13.0,30.0,273.0,2021-05-10 12:24:46.000,3.5.0,27.0,10.0,['flake8'],conda-forge/flake8-comprehensions,flake8-comprehensions,7.0,,714.0,,https://pypi.org/project/flake8-comprehensions,2021-05-10 12:24:46.000,714.0,544171.0,550425.0,https://anaconda.org/conda-forge/flake8-comprehensions,2021-05-10 17:44:18.389,337727.0,3.0,,,,,,,,,,
162,data-science-types,https://github.com/predictive-analytics-lab/data-science-types,,"Mypy stubs, i.e., type information, for numpy, pandas and matplotlib.",linters,23,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 17:29:00.000,58.0,23.0,184.0,2021-02-16 16:47:31.000,0.2.23,26.0,44.0,,,data-science-types,39.0,446.0,81.0,81.0,https://pypi.org/project/data-science-types,2021-02-16 16:45:03.000,0.0,15532.0,15532.0,,,,3.0,,3.0,,,,,,,,
163,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 18:56:12.000,2021-05-17 12:17:42.000,2021-05-13 11:10:52.000,91.0,48.0,4778.0,2021-04-16 18:37:56.000,2.1.0,14.0,13.0,,,icecream,18.0,206.0,6.0,,https://pypi.org/project/icecream,2021-01-27 01:30:01.000,6.0,56730.0,56730.0,,,,3.0,,,,,,,,,,
164,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 03:59:39.000,2021-02-20 07:50:28.000,2021-02-20 07:47:40.000,165.0,56.0,3742.0,2018-06-24 14:16:36.000,0.37.6,24.0,17.0,,,vprof,23.0,619.0,91.0,73.0,https://pypi.org/project/vprof,2020-02-29 13:31:59.000,18.0,2307.0,2307.0,,,,3.0,,,,,,,,,,
165,pyt,https://github.com/python-security/pyt,,A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications.,security,22,False,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 21:43:06.000,224.0,75.0,2043.0,2018-11-01 16:02:57.000,0.42,15.0,22.0,,,python-taint,20.0,1576.0,67.0,45.0,https://pypi.org/project/python-taint,2018-11-01 16:02:04.000,22.0,2225.0,2227.0,,,,3.0,60.0,,,,,,,,,
166,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 00:01:06.000,2021-05-17 05:55:37.000,2020-08-26 00:32:16.000,185.0,125.0,1691.0,2017-11-22 14:27:35.000,2.7.0,37.0,56.0,,,sixpack,88.0,828.0,12.0,8.0,https://pypi.org/project/sixpack,2017-11-22 14:27:35.000,4.0,294.0,294.0,,,,3.0,,,,,,,,,,
167,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 04:25:52.000,2021-05-27 06:26:33.000,2021-05-27 06:26:18.000,156.0,592.0,714.0,2021-04-14 09:46:22.000,6.6,18.0,90.0,,conda-forge/cx_freeze,cx_freeze,59.0,,153.0,,https://pypi.org/project/cx_freeze,2017-12-16 18:09:35.000,153.0,34659.0,37198.0,https://anaconda.org/conda-forge/cx_freeze,2021-04-17 10:45:33.022,71109.0,3.0,,,,,,,,,,
168,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 19:11:21.000,2021-05-05 02:30:09.000,2021-03-28 16:12:50.000,101.0,128.0,704.0,2020-07-03 08:11:24.000,2.5.1,21.0,27.0,,,pynsist,25.0,541.0,88.0,,https://pypi.org/project/pynsist,2021-03-28 16:28:58.000,88.0,1746.0,1746.0,,,,3.0,,,,,,,,,,
169,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 18:03:16.000,2021-05-16 05:51:45.000,2021-05-16 05:47:30.000,31.0,46.0,618.0,2021-05-08 17:00:59.000,3.3.3,43.0,8.0,,,hunter,37.0,940.0,93.0,59.0,https://pypi.org/project/hunter,2021-05-04 15:03:38.000,34.0,6245.0,6245.0,,,,3.0,,,,,,,,,,
170,snoop,https://github.com/alexmojaki/snoop,,"A powerful set of Python debugging tools, based on PySnooper.",debugging,22,True,alexmojaki/snoop,https://github.com/alexmojaki/snoop,MIT,2019-05-13 18:45:35.000,2021-05-11 18:59:06.000,2021-03-26 18:40:56.000,19.0,16.0,549.0,2021-03-26 18:41:23.000,0.3.0,10.0,20.0,,,snoop,13.0,390.0,51.0,43.0,https://pypi.org/project/snoop,2021-03-26 18:41:23.000,8.0,55496.0,55496.0,,,,3.0,,,,,,,,,,
171,python-manhole,https://github.com/ionelmc/python-manhole,,Debugging manhole for python applications.,debugging,22,True,ionelmc/python-manhole,https://github.com/ionelmc/python-manhole,BSD-2-Clause,2013-06-26 21:49:34.000,2021-04-08 20:15:04.000,2021-04-08 17:55:02.000,15.0,15.0,310.0,2021-04-08 20:14:54.000,1.8.0,22.0,10.0,,,manhole,5.0,484.0,135.0,69.0,https://pypi.org/project/manhole,2021-04-08 20:14:54.000,66.0,11190.0,11190.0,,,,3.0,,,,,,,,,,
172,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 02:33:25.000,2021-05-17 07:15:48.000,2021-05-15 00:27:01.000,20.0,19.0,259.0,2020-11-03 22:11:18.000,1.3.2,13.0,9.0,,,interrogate,11.0,140.0,576.0,576.0,https://pypi.org/project/interrogate,2021-05-15 00:17:44.000,0.0,65189.0,65189.0,,,,3.0,,,,,,,,,,
173,baron,https://github.com/PyCQA/baron,,"IDE allow you to refactor code, Baron allows you to write refactoring code.",refactoring,22,False,PyCQA/baron,https://github.com/PyCQA/baron,LGPL-3.0,2013-03-21 12:19:00.000,2021-01-31 10:24:10.000,2020-02-10 02:47:14.000,50.0,29.0,257.0,2019-02-25 23:55:38.000,0.8,19.0,31.0,,,baron,46.0,1489.0,266.0,154.0,https://pypi.org/project/baron,2019-02-01 15:17:04.000,112.0,37512.0,37512.0,,,,3.0,,,,,,,,,,
174,flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,,Flake8 plugin to find commented out or dead code.,linters,22,True,wemake-services/flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,MIT,2018-09-21 06:58:51.000,2021-05-25 20:05:30.000,2021-05-17 02:14:37.000,7.0,24.0,189.0,2020-10-12 08:27:22.000,1.0.0,10.0,9.0,['flake8'],,flake8-eradicate,2.0,308.0,72.0,,https://pypi.org/project/flake8-eradicate,2020-10-12 08:26:40.000,72.0,207994.0,207994.0,,,,3.0,,,,,,,,,,
175,xenon,https://github.com/rubik/xenon,,Monitoring tool based on radon.,code-metrics,22,True,rubik/xenon,https://github.com/rubik/xenon,MIT,2014-02-14 14:19:20.000,2021-05-26 07:12:42.000,2021-05-26 07:12:14.000,14.0,24.0,186.0,2021-05-26 07:12:42.000,0.7.3,19.0,7.0,,conda-forge/xenon,xenon,6.0,104.0,331.0,207.0,https://pypi.org/project/xenon,2021-05-26 07:12:42.000,124.0,58487.0,58750.0,https://anaconda.org/conda-forge/xenon,2019-10-12 20:39:43.883,11343.0,3.0,,2.0,,,,,,,,
176,releases,https://github.com/bitprophet/releases,,A powerful Sphinx changelog-generating extension.,documentation,22,False,bitprophet/releases,https://github.com/bitprophet/releases,BSD-2-Clause,2013-09-16 03:56:37.000,2020-01-30 01:07:19.000,2020-01-26 03:27:03.000,38.0,42.0,157.0,2020-01-11 00:29:49.000,1.6.3,32.0,10.0,['sphinx'],,releases,30.0,520.0,1053.0,347.0,https://pypi.org/project/releases,2020-01-11 00:29:49.000,706.0,6176.0,6176.0,,,,3.0,,,,,,,,,,
177,flake8-commas,https://github.com/PyCQA/flake8-commas,,Flake8 extension for enforcing trailing commas in python.,linters,22,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 12:14:38.000,19.0,25.0,123.0,2018-03-19 16:49:31.000,2.0.0,19.0,9.0,['flake8'],,flake8-commas,5.0,165.0,2062.0,1512.0,https://pypi.org/project/flake8-commas,2018-03-19 16:49:31.000,550.0,272499.0,272499.0,,,,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,22,True,landscapeio/dodgy,https://github.com/landscapeio/dodgy,MIT,2013-12-25 12:22:20.000,2021-03-21 11:36:52.000,2021-03-21 11:36:52.000,18.0,3.0,89.0,2019-12-31 16:44:58.000,0.2.1,10.0,14.0,,conda-forge/dodgy,dodgy,8.0,70.0,1847.0,1323.0,https://pypi.org/project/dodgy,2019-12-31 16:44:58.000,524.0,148713.0,149124.0,https://anaconda.org/conda-forge/dodgy,2020-06-10 17:10:06.579,23447.0,3.0,,,,,,,,,,
179,flake8-builtins,https://github.com/gforcada/flake8-builtins,,Check for python builtins being used as variables or parameters.,linters,22,True,gforcada/flake8-builtins,https://github.com/gforcada/flake8-builtins,GPL-2.0,2016-03-02 00:26:51.000,2021-04-21 08:08:02.000,2021-04-14 06:13:26.000,16.0,31.0,65.0,2020-05-14 10:45:01.000,1.5.3,23.0,14.0,['flake8'],conda-forge/flake8-builtins,flake8-builtins,2.0,211.0,2493.0,1981.0,https://pypi.org/project/flake8-builtins,2020-05-14 10:45:01.000,512.0,344008.0,346129.0,https://anaconda.org/conda-forge/flake8-builtins,2020-05-18 15:22:26.836,114559.0,3.0,,,,,,,,,,
180,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 13:35:12.000,12.0,,62.0,2018-08-16 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 03:16:49.000,534.0,315419.0,317409.0,https://anaconda.org/conda-forge/memory_profiler,2020-10-20 18:00:58.207,119411.0,3.0,,,,,,,,,,
181,xar,https://github.com/facebookincubator/xar,,executable archive format.,packaging,21,True,facebookincubator/xar,https://github.com/facebookincubator/xar,BSD-3-Clause,2017-06-29 18:15:26.000,2021-03-16 06:01:26.000,2021-03-16 06:01:22.000,45.0,21.0,1451.0,2020-12-02 20:41:20.000,20.12.2,3.0,21.0,,,xar,8.0,59.0,14.0,14.0,https://pypi.org/project/xar,2020-12-02 20:41:20.000,,200.0,200.0,,,,3.0,,,,,,,,,,
182,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 20:18:08.000,2021-04-10 20:11:31.000,2021-03-19 18:13:03.000,46.0,33.0,1205.0,2019-09-16 15:37:03.000,1.2.0,9.0,16.0,,,pyannotate,25.0,94.0,85.0,59.0,https://pypi.org/project/pyannotate,2019-09-16 15:37:03.000,26.0,4471.0,4471.0,,,,3.0,,,,,,,,,,
183,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 18:46:23.000,2021-04-30 16:36:46.000,2021-04-30 16:36:23.000,69.0,57.0,1196.0,2021-04-27 16:06:42.000,0.5.1,56.0,32.0,,,shiv,27.0,,10.0,,https://pypi.org/project/shiv,2021-04-30 16:25:28.000,10.0,7612.0,7618.0,,,,3.0,134.0,,,,,,,,,
184,assertpy,https://github.com/ActivisionGameScience/assertpy,,Simple assertion library for unit testing in python with a fluent API.,testing,21,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 14:39:02.000,124.0,138673.0,138936.0,https://anaconda.org/conda-forge/assertpy,2020-07-19 15:23:26.710,11083.0,3.0,,,,,,,,,,
185,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,21,True,Instagram/Fixit,https://github.com/Instagram/Fixit,MIT,2020-02-20 19:09:01.000,2021-05-26 22:43:42.000,2021-05-26 22:43:41.000,37.0,24.0,240.0,2020-12-11 01:56:10.000,0.1.3,5.0,25.0,,,fixit,34.0,153.0,6.0,6.0,https://pypi.org/project/fixit,2020-12-11 01:53:21.000,0.0,1540.0,1540.0,,,,3.0,,,,,,,,,,
186,pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,,It helps to use fixtures in pytest.mark.parametrize.,testing,21,False,tvorog/pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,MIT,2016-09-29 23:52:48.000,2020-02-01 18:49:47.818,2020-02-01 17:56:35.000,11.0,19.0,189.0,2020-02-01 18:04:00.000,0.6.3,12.0,7.0,['pytest'],conda-forge/pytest-lazy-fixture,pytest-lazy-fixture,13.0,92.0,368.0,306.0,https://pypi.org/project/pytest-lazy-fixture,2020-02-01 18:04:00.000,62.0,150229.0,155330.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2020-02-01 18:49:47.818,249993.0,3.0,,,,,,,,,,
187,mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,,An MkDocs plugin to export content pages as PDF files.,documentation,21,True,zhaoterryy/mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,MIT,2018-02-20 15:06:51.000,2021-03-20 00:00:48.000,2020-07-23 01:35:13.000,29.0,43.0,185.0,2020-07-23 01:35:39.000,0.5.8,22.0,9.0,['mkdocs'],,mkdocs-pdf-export-plugin,36.0,68.0,129.0,125.0,https://pypi.org/project/mkdocs-pdf-export-plugin,2020-07-23 01:35:04.000,4.0,13108.0,13108.0,,,,3.0,,,,,,,,,,
188,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,21,True,asottile/add-trailing-comma,https://github.com/asottile/add-trailing-comma,MIT,2017-07-10 00:55:50.000,2021-05-24 18:23:26.000,2021-05-24 18:23:25.000,13.0,33.0,180.0,2021-01-24 18:14:07.000,2.1.0,30.0,9.0,,,add-trailing-comma,2.0,240.0,14.0,,https://pypi.org/project/add-trailing-comma,2021-01-24 18:14:07.000,14.0,8768.0,8768.0,,,,3.0,,,,,,,,,,
189,mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,,An MkDocs plugin that simplifies configuring page titles and their order.,documentation,21,True,lukasgeiter/mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,MIT,2018-02-06 21:09:24.000,2021-04-20 17:08:31.000,2020-12-22 01:43:41.000,17.0,32.0,152.0,2020-12-22 02:04:30.000,2.5.0,16.0,2.0,['mkdocs'],,mkdocs-awesome-pages-plugin,6.0,53.0,445.0,355.0,https://pypi.org/project/mkdocs-awesome-pages-plugin,2020-12-22 01:59:58.000,90.0,33235.0,33235.0,,,,3.0,,,,,,,,,,
190,flake8-black,https://github.com/peterjc/flake8-black,,flake8 plugin to run black for checking Python coding style.,linters,21,True,peterjc/flake8-black,https://github.com/peterjc/flake8-black,MIT,2019-01-10 14:40:26.000,2021-04-15 22:34:04.000,2021-04-15 22:33:29.000,7.0,14.0,87.0,2020-07-25 16:07:56.000,0.2.1,9.0,4.0,['flake8'],conda-forge/flake8-black,flake8-black,4.0,86.0,764.0,728.0,https://pypi.org/project/flake8-black,2020-07-25 16:07:56.000,36.0,201534.0,205908.0,https://anaconda.org/conda-forge/flake8-black,2020-07-25 16:32:38.063,100608.0,3.0,,,,,,,,,,
191,pylint-flask,https://github.com/jschaf/pylint-flask,,A Pylint plugin to analyze Flask applications.,linters,21,True,jschaf/pylint-flask,https://github.com/jschaf/pylint-flask,GPL-2.0,2015-06-27 20:11:12.000,2021-03-10 19:35:23.000,2021-03-10 19:35:23.000,9.0,5.0,57.0,,,5.0,7.0,['pylint'],conda-forge/pylint-flask,pylint-flask,4.0,40.0,5686.0,4980.0,https://pypi.org/project/pylint-flask,2019-01-30 19:26:02.000,706.0,177152.0,178001.0,https://anaconda.org/conda-forge/pylint-flask,2019-02-02 18:28:49.934,48432.0,3.0,,,,,,,,,,
192,Profiling,https://github.com/what-studio/profiling,,Was an interactive continuous Python profiler.,profiling,20,True,what-studio/profiling,https://github.com/what-studio/profiling,BSD-3-Clause,2014-09-03 10:35:57.000,2020-08-24 01:31:58.000,2020-08-24 01:31:58.000,114.0,20.0,2995.0,2017-06-28 06:10:16.000,0.1.3,3.0,18.0,,,profiling,15.0,433.0,37.0,32.0,https://pypi.org/project/profiling,2017-06-28 06:10:16.000,5.0,3642.0,3642.0,,,,3.0,,,,,,,,,,
193,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 17:42:17.000,188.0,14.0,2540.0,,,13.0,20.0,,,pyrasite,39.0,274.0,37.0,31.0,https://pypi.org/project/pyrasite,2012-05-09 19:11:33.000,6.0,9141.0,9141.0,,,,3.0,,,,,,,,,,
194,PrettyErrors,https://github.com/onelivesleft/PrettyErrors,,Prettify Python exception output to make it legible.,logging,20,True,onelivesleft/PrettyErrors,https://github.com/onelivesleft/PrettyErrors,MIT,2018-11-15 16:02:27.000,2021-05-23 15:14:59.000,2021-05-23 15:14:39.000,65.0,29.0,2084.0,2021-05-23 15:14:59.000,1.2.21,44.0,4.0,,,pretty_errors,,123.0,0.0,,https://pypi.org/project/pretty_errors,2021-05-23 15:14:59.000,0.0,20415.0,20415.0,,,,3.0,,,,,,,,,,
195,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 18:09:09.000,2021-05-23 13:31:47.000,2021-05-16 15:58:24.000,42.0,130.0,375.0,2021-05-16 15:56:37.000,0.15.1,36.0,19.0,['mkdocs'],,mkdocstrings,44.0,426.0,0.0,,https://pypi.org/project/mkdocstrings,2021-05-16 15:56:37.000,0.0,48319.0,48319.0,,,,3.0,,,mkdocstrings/mkdocstrings,,,,,,,
196,blacken-docs,https://github.com/asottile/blacken-docs,,Run `black` on python code blocks in documentation files.,documentation,20,True,asottile/blacken-docs,https://github.com/asottile/blacken-docs,MIT,2018-06-03 02:48:01.000,2021-05-24 18:23:21.000,2021-05-24 18:23:20.000,17.0,26.0,212.0,2021-03-02 02:05:09.000,1.10.0,19.0,12.0,,conda-forge/blacken-docs,blacken-docs,2.0,160.0,22.0,,https://pypi.org/project/blacken-docs,2021-03-02 02:05:09.000,22.0,4494.0,6123.0,https://anaconda.org/conda-forge/blacken-docs,2021-03-02 04:02:19.005,16298.0,3.0,,,,,,,,,,
197,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 04:51:13.000,2021-05-20 10:31:47.000,2020-09-22 09:13:51.000,37.0,13.0,205.0,2020-09-22 09:28:03.000,0.10.1,13.0,9.0,['pytest'],,pytest-docker,16.0,56.0,28.0,,https://pypi.org/project/pytest-docker,2020-09-22 09:28:03.000,28.0,22537.0,22541.0,,,,3.0,66.0,,,,,,,,,
198,pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,,pytest plugin for manipulating test data directories and files.,testing,20,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 13:19:39.000,17.0,11.0,140.0,2019-10-22 13:04:22.000,1.3.1,9.0,7.0,['pytest'],conda-forge/pytest-datadir,pytest-datadir,3.0,71.0,416.0,338.0,https://pypi.org/project/pytest-datadir,2019-10-22 13:04:22.000,78.0,97906.0,99285.0,https://anaconda.org/conda-forge/pytest-datadir,2019-10-23 16:32:51.374,75855.0,3.0,,,,,,,,,,
199,flake8-mypy,https://github.com/ambv/flake8-mypy,,A plugin for flake8 integrating Mypy.,linters,20,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 16:51:00.000,15.0,3.0,103.0,2017-08-31 23:17:01.000,17.8.0,6.0,8.0,['flake8'],,flake8-mypy,19.0,50.0,887.0,689.0,https://pypi.org/project/flake8-mypy,2017-08-31 23:17:01.000,198.0,35803.0,35803.0,,,,3.0,,,,,,,,,,
200,unify,https://github.com/myint/unify,,Modifies strings to all use the same quote where possible.,refactoring,20,False,myint/unify,https://github.com/myint/unify,MIT,2013-03-24 18:02:19.000,2021-04-21 16:21:07.000,2019-08-07 13:44:00.000,12.0,3.0,55.0,2013-06-22 15:34:37.000,0.1.5,10.0,5.0,,,unify,7.0,69.0,289.0,235.0,https://pypi.org/project/unify,2019-08-07 13:46:09.000,54.0,44920.0,44920.0,,,,3.0,,,,,,,,,,
201,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 18:49:20.000,2021-05-03 18:43:10.000,2021-03-26 14:30:21.000,70.0,31.0,1397.0,2020-08-25 21:49:38.000,0.8.4,35.0,9.0,,,birdseye,17.0,397.0,0.0,,https://pypi.org/project/birdseye,2020-08-25 21:49:38.000,0.0,1418.0,1418.0,,,,3.0,,,,,,,,,,
202,wily,https://github.com/tonybaloney/wily,,"A Python application for tracking, reporting on timing and complexity in Python code.",code-metrics,19,True,tonybaloney/wily,https://github.com/tonybaloney/wily,Apache-2.0,2018-10-11 22:12:25.000,2021-03-02 01:26:07.000,2021-03-02 01:26:07.000,43.0,48.0,743.0,2020-09-02 06:33:11.000,1.19.0,45.0,15.0,,,wily,28.0,688.0,8.0,,https://pypi.org/project/wily,2020-09-02 06:33:11.000,8.0,6860.0,6860.0,,,,3.0,,,,,,,,,,
203,dlint,https://github.com/dlint-py/dlint,,Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure.,security,19,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 20:40:39.000,18.0,27564.0,27564.0,,,,3.0,,,,,,,,,,
204,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 06:52:50.000,2021-05-24 15:52:40.000,2021-05-24 15:52:40.000,125.0,193.0,309.0,2021-04-03 16:53:20.000,3.2.1,37.0,46.0,,constructor,,41.0,948.0,9.0,9.0,,,,,73.0,https://anaconda.org/anaconda/constructor,2021-04-01 17:48:58.348,3971.0,3.0,219.0,,,,,,,,,
205,flakehell,https://github.com/life4/flakehell,,"Flake8 wrapper to make it nice, legacy-friendly, configurable.",linters,19,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 21:35:40.000,33.0,,221.0,2021-01-11 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 18:40:32.000,0.0,36092.0,36094.0,,,,3.0,50.0,,,,,,,,,
206,nitpick,https://github.com/andreoliwa/nitpick,,Enforce the same settings on multiple projects.,linters,19,True,andreoliwa/nitpick,https://github.com/andreoliwa/nitpick,MIT,2018-03-23 14:25:24.000,2021-05-25 04:20:39.000,2021-05-18 00:52:44.000,9.0,53.0,153.0,2021-03-16 21:47:14.000,0.26.0,42.0,10.0,['flake8'],,nitpick,31.0,486.0,0.0,,https://pypi.org/project/nitpick,2021-03-16 21:47:11.000,0.0,10650.0,10650.0,,,,3.0,3.0,,,,,,,,,
207,pynt,https://github.com/rags/pynt,,A pynt of Python build.,build-tools,19,False,rags/pynt,https://github.com/rags/pynt,MIT,2012-11-17 13:12:49.000,2020-04-13 11:49:33.000,2019-10-04 19:05:46.000,18.0,13.0,151.0,2018-06-24 06:23:48.000,0.8.2,7.0,9.0,,,pynt,5.0,128.0,124.0,70.0,https://pypi.org/project/pynt,2018-06-24 06:23:48.000,54.0,11771.0,11771.0,,,,3.0,,,,,,,,,,
208,eradicate,https://github.com/myint/eradicate,,Removes commented-out code from Python files.,refactoring,19,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 09:23:01.000,19.0,13.0,114.0,2020-10-01 09:33:03.000,2.0.0,16.0,7.0,,,eradicate,6.0,164.0,156.0,,https://pypi.org/project/eradicate,2020-10-01 09:33:03.000,156.0,225745.0,225745.0,,,,3.0,,,,,,,,,,
209,sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,,sphinx builder that outputs markdown files.,documentation,19,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 04:18:32.000,28.0,16.0,101.0,2019-12-23 17:05:52.000,0.5.4,22.0,16.0,['sphinx'],,sphinx-markdown-builder,18.0,99.0,180.0,138.0,https://pypi.org/project/sphinx-markdown-builder,2019-12-23 17:05:52.000,42.0,14600.0,14600.0,,,,3.0,,,clayrisser/sphinx-markdown-builder,,,,,,,
210,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 05:51:08.000,15.0,8.0,61.0,2019-10-08 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 03:58:31.000,156.0,206469.0,206469.0,,,,3.0,,,,,,,,,,
211,mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,,Generate a single PDF file from MkDocs repository.,documentation,19,True,orzih/mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,MIT,2020-02-23 16:34:46.000,2021-05-26 10:20:42.000,2021-04-08 23:20:45.000,9.0,29.0,58.0,2021-01-11 02:43:17.000,0.8.3,24.0,5.0,['mkdocs'],,mkdocs-with-pdf,12.0,167.0,21.0,21.0,https://pypi.org/project/mkdocs-with-pdf,2021-01-11 02:26:16.000,,3251.0,3251.0,,,,3.0,,,,,,,,,,
212,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,19,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 01:58:36.000,5.0,9.0,34.0,2020-10-16 02:02:42.000,0.3.1,8.0,6.0,['mkdocs'],,mkdocs-git-revision-date-plugin,2.0,24.0,219.0,201.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,2020-10-16 02:02:18.000,18.0,8112.0,8112.0,,,,3.0,,,,,,,,,,
213,pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,,a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv).,virtual-envs,18,True,pyenv/pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,MIT,2013-02-18 12:59:17.000,2021-05-25 21:49:59.000,2021-05-09 17:56:31.000,288.0,171.0,4296.0,2019-02-14 00:27:42.000,1.1.5,7.0,43.0,,,,125.0,466.0,,,,,,,,,,,3.0,,,,,,,,,,
214,pyflow,https://github.com/David-OConnor/pyflow,,An installation and dependency system for Python.,dependency-managers,18,True,David-OConnor/pyflow,https://github.com/David-OConnor/pyflow,MIT,2019-07-15 09:40:29.000,2021-05-27 05:14:35.000,2021-05-24 20:57:37.000,27.0,45.0,761.0,2020-11-21 15:18:30.000,0.2.9,23.0,22.0,,,pyflow,41.0,287.0,,,https://pypi.org/project/pyflow,2020-11-21 15:18:30.000,,137.0,282.0,,,,3.0,3045.0,,,,,,,,,
215,portray,https://github.com/timothycrosley/portray,,Your Project with Great Documentation.,documentation,18,True,timothycrosley/portray,https://github.com/timothycrosley/portray,MIT,2019-08-21 05:14:04.000,2021-05-21 06:18:28.000,2021-05-21 06:18:26.000,56.0,28.0,739.0,2021-04-02 03:59:23.000,1.6.0,27.0,15.0,,,portray,19.0,,8.0,,https://pypi.org/project/portray,2021-04-02 03:59:23.000,8.0,7002.0,7002.0,,,,3.0,,,,,,,,,,
216,vex,https://github.com/sashahart/vex,,Run a command in the named virtualenv.,virtual-envs,18,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,2.0,200.0,37.0,21.0,https://pypi.org/project/vex,2019-05-10 19:21:38.000,16.0,807.0,807.0,,,,3.0,,,,,,,,,,
217,unimport,https://github.com/hakancelik96/unimport,,"A linter, formatter for finding and removing unused import statements.",refactoring,18,True,hakancelik96/unimport,https://github.com/hakancelik96/unimport,MIT,2019-09-08 09:49:24.000,2021-05-24 16:59:08.000,2021-05-08 15:59:40.000,15.0,62.0,105.0,2021-05-08 16:03:41.000,0.8.3,29.0,11.0,,,unimport,9.0,384.0,5.0,5.0,https://pypi.org/project/unimport,2021-03-10 16:31:53.000,,3945.0,3945.0,,,,3.0,,,,,,,,,,
218,pandas-vet,https://github.com/deppen8/pandas-vet,,A plugin for Flake8 that checks pandas code.,linters,18,True,deppen8/pandas-vet,https://github.com/deppen8/pandas-vet,MIT,2019-02-25 05:19:51.000,2021-03-03 04:44:57.000,2021-03-03 04:44:57.000,14.0,28.0,93.0,2020-02-01 05:12:09.000,0.2.2,6.0,10.0,['flake8'],conda-forge/pandas-vet,pandas-vet,21.0,179.0,37.0,37.0,https://pypi.org/project/pandas-vet,2020-02-01 05:12:09.000,0.0,6579.0,6837.0,https://anaconda.org/conda-forge/pandas-vet,2020-02-01 05:31:32.445,6448.0,3.0,33.0,,,,,,,,,
219,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 02:11:17.000,13.0,5.0,90.0,2020-12-23 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 02:12:33.000,10.0,1283.0,1283.0,,,,3.0,15.0,,,,,,,,,
220,pyformat,https://github.com/myint/pyformat,,Formats Python code to follow a consistent style.,formatters,18,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 17:17:56.000,5.0,3.0,82.0,2014-09-07 13:57:37.000,0.5.7,23.0,3.0,,,pyformat,3.0,199.0,100.0,78.0,https://pypi.org/project/pyformat,2017-01-04 02:31:11.000,22.0,10377.0,10377.0,,,,3.0,,,,,,,,,,
221,mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,,A tool that allows for versioning sites built with mkdocs.,documentation,18,False,zayd62/mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,MIT,2019-07-20 18:09:56.000,2021-03-29 20:06:41.000,2021-02-11 10:22:58.000,8.0,22.0,40.0,2021-02-11 10:24:35.000,0.4.0,6.0,5.0,['mkdocs'],,mkdocs-versioning,3.0,132.0,18.0,18.0,https://pypi.org/project/mkdocs-versioning,2021-02-11 10:24:35.000,,2332.0,2332.0,,,,3.0,,,,,,,,,,
222,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 09:19:00.000,111.0,15.0,2066.0,2019-03-09 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 15:43:23.000,1.0,98.0,98.0,,,,3.0,,,,,,,,,,
223,pyheat,https://github.com/csurfer/pyheat,,pprofile + matplotlib = Python program profiled as an awesome heatmap!.,profiling,17,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 03:53:03.000,27.0,8.0,493.0,2018-12-06 03:59:34.000,0.0.6,6.0,4.0,,,py-heat,3.0,51.0,33.0,28.0,https://pypi.org/project/py-heat,2018-12-06 03:59:34.000,5.0,1096.0,1096.0,,,,3.0,,,,,,,,,,
224,pycycle,https://github.com/bndr/pycycle,,Tool for pinpointing circular imports in Python. Find cyclic imports in any project.,linters,17,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 18:07:04.000,11.0,1.0,284.0,2017-02-13 18:07:58.000,0.0.8,8.0,2.0,,,pycycle,13.0,26.0,49.0,42.0,https://pypi.org/project/pycycle,2017-02-13 18:07:58.000,7.0,2515.0,2515.0,,,,3.0,,,,,,,,,,
225,beartype,https://github.com/beartype/beartype,,Unbearably fast O(1) runtime type-checking in pure Python.,linters,17,True,beartype/beartype,https://github.com/beartype/beartype,MIT,2020-04-03 06:06:22.000,2021-05-27 07:07:08.000,2021-05-27 06:43:09.000,6.0,21.0,258.0,2021-05-25 05:39:45.000,0.7.0,11.0,4.0,,conda-forge/beartype,beartype,3.0,,0.0,,https://pypi.org/project/beartype,2021-05-25 05:39:45.000,0.0,10601.0,10969.0,https://anaconda.org/conda-forge/beartype,2021-05-25 07:24:11.467,4054.0,3.0,,,,,,,,,,
226,imhotep,https://github.com/justinabrahms/imhotep,,A static-analysis bot for Github.,linters,17,False,justinabrahms/imhotep,https://github.com/justinabrahms/imhotep,MIT,2012-12-17 01:26:32.000,2021-04-26 16:18:40.000,2017-12-09 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 21:57:32.000,4.0,18.0,18.0,,,,3.0,,,,,,,,,,
227,retype,https://github.com/ambv/retype,,Re-apply type annotations from .pyi stubs to your codebase.,refactoring,17,True,ambv/retype,https://github.com/ambv/retype,MIT,2017-03-11 07:54:58.000,2021-05-16 22:51:30.742,2021-05-15 17:24:28.000,16.0,5.0,100.0,2021-05-15 15:22:34.000,21.5.0,9.0,8.0,,conda-forge/retype,retype,9.0,,34.0,,https://pypi.org/project/retype,2021-05-15 15:22:34.000,34.0,1065.0,1393.0,https://anaconda.org/conda-forge/retype,2021-05-16 22:51:30.742,13159.0,3.0,,,,,,,,,,
228,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,17,False,timvink/mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,MIT,2020-08-15 12:02:33.000,2021-05-19 18:24:00.000,2021-05-19 18:20:17.000,3.0,45.0,17.0,2021-05-19 18:24:00.000,1.2.3,21.0,,['mkdocs'],,mkdocs-print-site-plugin,4.0,141.0,22.0,22.0,https://pypi.org/project/mkdocs-print-site-plugin,2021-05-19 18:24:00.000,0.0,1666.0,1666.0,,,,3.0,,,,,,,,,,
229,yala,https://github.com/cemsbr/yala,,Yet Another Linter Aggregator.,linters,17,False,cemsbr/yala,https://github.com/cemsbr/yala,MIT,2017-06-02 22:45:50.000,2021-04-10 04:04:26.000,2021-04-10 04:03:47.000,4.0,11.0,11.0,2020-10-24 16:03:12.000,3.0.1,27.0,3.0,"['flake8', 'pylint']",,yala,1.0,165.0,54.0,36.0,https://pypi.org/project/yala,2020-10-24 16:03:12.000,18.0,1034.0,1034.0,,,,3.0,,,,,,,,,,
230,bellybutton,https://github.com/hchasestevens/bellybutton,,Custom Python linting through AST expressions.,linters,16,True,hchasestevens/bellybutton,https://github.com/hchasestevens/bellybutton,MIT,2018-02-17 06:31:44.000,2020-11-27 21:20:22.000,2020-11-27 21:18:44.000,7.0,6.0,211.0,2020-11-27 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 21:20:22.000,0.0,7512.0,7512.0,,,,3.0,,,,,,,,,,
231,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 20:36:38.000,13.0,12.0,113.0,2014-10-24 20:36:57.000,0.0.13,13.0,6.0,,,pep8ify,6.0,154.0,53.0,34.0,https://pypi.org/project/pep8ify,2014-10-24 20:36:57.000,19.0,108.0,108.0,,,,3.0,,,,,,,,,,
232,pytest-play,https://github.com/pytest-dev/pytest-play,,pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files.,testing,16,False,pytest-dev/pytest-play,https://github.com/pytest-dev/pytest-play,Apache-2.0,2017-12-14 09:08:26.000,2019-08-20 15:57:27.000,2019-06-12 11:57:28.000,3.0,24.0,63.0,2019-06-12 11:59:29.000,2.3.1,23.0,3.0,['pytest'],,pytest-play,4.0,382.0,25.0,21.0,https://pypi.org/project/pytest-play,2019-06-12 11:59:29.000,4.0,422.0,422.0,,,,3.0,,,,,,,,,,
233,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 23:32:13.000,2021-05-16 17:34:09.000,2021-05-16 17:27:05.000,111.0,143.0,3037.0,2021-05-09 16:48:41.000,pyoxidizer/0.16.0,8.0,34.0,,,,199.0,,,,,,,,14.0,,,,3.0,238.0,,,,,,,,,
234,pyenv-installer,https://github.com/pyenv/pyenv-installer,,This tool is used to install `pyenv` and friends.,virtual-envs,15,True,pyenv/pyenv-installer,https://github.com/pyenv/pyenv-installer,MIT,2013-06-01 03:48:07.000,2021-05-17 23:00:48.000,2021-05-09 21:55:39.000,294.0,56.0,2687.0,,,,31.0,,,,6.0,134.0,,,,,,,,,,,3.0,,,,,,,,,,
235,dh-virtualenv,https://github.com/spotify/dh-virtualenv,,Python virtualenvs in Debian packages.,virtual-envs,15,True,spotify/dh-virtualenv,https://github.com/spotify/dh-virtualenv,GPL-2.0,2013-10-09 19:03:43.000,2021-04-12 18:40:39.000,2021-04-12 18:40:39.000,158.0,156.0,1460.0,,,,56.0,,,,25.0,406.0,,,,,,,,,,,3.0,,,,,,,,,,
236,tbvaccine,https://github.com/skorokithakis/tbvaccine,,A small utility to pretty-print Python tracebacks.,logging,15,False,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,,774.0,774.0,,,,3.0,,,,,,,,,,
237,pip-run,https://github.com/jaraco/pip-run,,pip-run - dynamic dependency loader for Python.,dependency-managers,15,True,jaraco/pip-run,https://github.com/jaraco/pip-run,MIT,2016-01-25 01:59:13.000,2021-03-24 23:41:55.000,2021-03-24 23:27:11.000,10.0,37.0,60.0,2021-02-21 18:35:39.000,8.4.2,20.0,9.0,,,pip-run,4.0,,,,https://pypi.org/project/pip-run,2021-02-21 18:35:23.000,,2770.0,2770.0,,,,3.0,,,,,,,,,,
238,lazydocs,https://github.com/ml-tooling/lazydocs,,Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx.,documentation,15,True,ml-tooling/lazydocs,https://github.com/ml-tooling/lazydocs,MIT,2020-11-10 00:31:46.000,2021-03-15 19:30:18.000,2021-03-15 19:30:16.000,5.0,,22.0,2021-03-15 19:30:05.000,0.4.6,16.0,4.0,,,lazydocs,1.0,,22.0,22.0,https://pypi.org/project/lazydocs,2021-03-15 19:24:25.000,0.0,135.0,135.0,,,,3.0,,,,,,,,,,
239,pytest-plugins,https://github.com/man-group/pytest-plugins,,A grab-bag of nifty pytest plugins.,testing,14,False,man-group/pytest-plugins,https://github.com/man-group/pytest-plugins,MIT,2015-08-14 07:52:32.000,2021-03-22 04:23:41.000,2020-04-11 14:20:38.000,58.0,51.0,375.0,,,,46.0,,,,38.0,747.0,,,,,,,,,,,3.0,,,,,,,,,,
240,pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,,A PipEnv Environment Switcher.,virtual-envs,14,False,gtalarico/pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,MIT,2018-05-02 03:56:41.000,2021-03-25 22:02:53.000,2019-06-27 03:42:48.000,11.0,10.0,127.0,2018-11-08 03:05:43.000,0.7.1,25.0,5.0,,,pipenv-pipes,7.0,285.0,,,https://pypi.org/project/pipenv-pipes,2018-11-08 03:05:43.000,,97.0,97.0,,,,3.0,,,,,,,,,,
241,com2ann,https://github.com/ilevkivskyi/com2ann,,Tool for translation type comments to type annotations in Python.,refactoring,14,True,ilevkivskyi/com2ann,https://github.com/ilevkivskyi/com2ann,MIT,2016-09-09 07:17:02.000,2021-03-07 09:20:28.000,2021-03-07 09:20:25.000,5.0,14.0,89.0,2019-06-17 19:19:47.000,0.1.1,2.0,3.0,,,com2ann,4.0,28.0,2.0,2.0,https://pypi.org/project/com2ann,2019-06-17 19:19:47.000,0.0,667.0,667.0,,,,3.0,,,,,,,,,,
242,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 01:37:08.000,60.0,30.0,480.0,2019-05-14 20:14:05.000,2.0.0,5.0,14.0,,,,31.0,93.0,,,,,,,,,,,3.0,,,,,,,,,,
243,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 22:18:53.000,21.0,1.0,183.0,2018-12-12 19:47:05.000,0.7.0,10.0,17.0,"['flake8', 'mypy']",,linty-fresh,8.0,53.0,,,https://pypi.org/project/linty-fresh,2018-12-12 19:47:05.000,,18.0,18.0,,,,3.0,,,,,,,,,,
244,universal-build,https://github.com/ml-tooling/universal-build,,Universal build utilities for containerized build pipelines.,build-tools,13,True,ml-tooling/universal-build,https://github.com/ml-tooling/universal-build,MIT,2020-10-19 14:57:21.000,2021-04-19 19:45:59.000,2021-04-19 19:45:59.000,3.0,1.0,12.0,2021-03-22 18:29:06.000,0.6.13,38.0,4.0,,,universal-build,,,0.0,,https://pypi.org/project/universal-build,2020-12-12 13:21:08.000,0.0,177.0,179.0,,,,3.0,15.0,,,,,,,,,
245,cohesion,https://github.com/mschwager/cohesion,,A tool for measuring Python class cohesion.,code-metrics,12,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 17:14:01.000,2.0,11.0,135.0,2019-07-10 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 16:08:05.000,3.0,1799.0,1799.0,,,,3.0,,,,,,,,,,
246,pyship,https://github.com/jamesabel/pyship,,"freezer, installer and updater for Python applications.",packaging,10,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,,,11.0,2020-12-07 00:53:45.000,0.1.0,14.0,,,,pyship,4.0,,,,https://pypi.org/project/pyship,2020-12-07 00:53:45.000,,47.0,47.0,,,,3.0,,,,,,,,,,
1 name homepage resource description category projectrank show github_id github_url license created_at updated_at last_commit_pushed_at fork_count closed_issue_count star_count latest_stable_release_published_at latest_stable_release_number release_count contributor_count labels conda_id pypi_id open_issue_count commit_count dependent_project_count github_dependent_project_count pypi_url pypi_latest_release_published_at pypi_dependent_project_count pypi_monthly_downloads monthly_downloads conda_url conda_latest_release_published_at conda_total_downloads projectrank_placing 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 2021-05-27 14:41:19.000 2021-05-14 08:30:59.000 81.0 2.0 1226.0 2021-05-14 08:31:08.000 2021.05.13 16.0 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 sphinx https://github.com/sphinx-doc/sphinx Main repository for the Sphinx documentation builder. documentation 38 True sphinx-doc/sphinx https://github.com/sphinx-doc/sphinx BSD-3-Clause 2015-01-02 10:53:28.000 2021-05-27 09:40:08.000 2021-05-23 16:24:23.000 1475.0 4631.0 3949.0 2021-05-20 12:58:02.000 4.0.2 151.0 642.0 ['sphinx'] conda-forge/sphinx sphinx 768.0 17610.0 247253.0 142717.0 https://pypi.org/project/sphinx 2021-05-20 12:58:02.000 104536.0 4464744.0 4522229.0 https://anaconda.org/conda-forge/sphinx 2021-05-25 19:47:42.185 3276669.0 1.0
6 4 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 2021-05-24 21:12:31.593 2021-05-24 11:33:23.000 947.0 509.0 18411.0 2021-05-24 19:55:34.000 4.61.0 118.0 100.0 conda-forge/tqdm tqdm 282.0 1833.0 202317.0 176079.0 https://pypi.org/project/tqdm 2021-05-24 19:47:43.000 26238.0 19449547.0 19556823.0 https://anaconda.org/conda-forge/tqdm 2021-05-24 21:12:31.593 6321914.0 1.0 7900.0
7 5 mypy https://github.com/python/mypy Optional static typing for Python 3 and 2 (PEP 484). linters 36 True python/mypy https://github.com/python/mypy MIT 2012-12-07 13:30:23.000 2021-05-27 10:47:22.000 2021-05-25 15:40:56.000 1730.0 4631.0 10740.0 79.0 465.0 conda-forge/mypy mypy 1715.0 9526.0 40744.0 34660.0 https://pypi.org/project/mypy 2021-02-19 17:28:31.000 6084.0 6576060.0 6598327.0 https://anaconda.org/conda-forge/mypy 2021-04-02 00:00:44.993 935226.0 1.0
8 6 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 36 True pytest-dev/pytest https://github.com/pytest-dev/pytest MIT 2015-06-15 20:28:27.000 2021-05-27 13:10:24.043 2021-05-26 21:42:37.000 1726.0 3862.0 7374.0 2021-05-04 16:22:25.000 6.2.4 147.0 723.0 ['pytest'] conda-forge/pytest pytest 653.0 452976.0 322392.0 https://pypi.org/project/pytest 2021-05-04 16:21:57.000 130584.0 27895127.0 28031211.0 https://anaconda.org/conda-forge/pytest 2021-05-27 13:10:24.043 7892903.0 1.0
9 7 psutil https://github.com/giampaolo/psutil Cross-platform lib for process and system monitoring in Python. profiling 36 True giampaolo/psutil https://github.com/giampaolo/psutil BSD-3-Clause 2014-05-23 14:01:48.000 2021-05-14 15:02:58.000 2021-05-14 15:02:54.000 1094.0 1287.0 7338.0 2020-12-19 01:19:27.000 5.8.0 83.0 159.0 conda-forge/psutil psutil 176.0 5683.0 111843.0 87177.0 https://pypi.org/project/psutil 2020-12-19 01:19:27.000 24666.0 22713253.0 22824751.0 https://anaconda.org/conda-forge/psutil 2021-04-19 20:30:13.823 6801409.0 1.0
10 8 jedi https://github.com/davidhalter/jedi Awesome autocompletion, static analysis and refactoring library for python. refactoring 36 True davidhalter/jedi https://github.com/davidhalter/jedi MIT 2012-02-19 23:12:30.000 2021-05-26 14:15:06.000 2021-05-05 22:38:19.000 441.0 1209.0 4868.0 2020-12-25 10:34:25.000 0.18.0 30.0 144.0 conda-forge/jedi jedi 27.0 8204.0 148141.0 132235.0 https://pypi.org/project/jedi 2020-12-25 10:34:25.000 15906.0 13147790.0 13238486.0 https://anaconda.org/conda-forge/jedi 2021-01-14 15:48:43.942 4988304.0 1.0
11 9 tox https://github.com/tox-dev/tox Command line driven CI frontend and development task automation tool. testing 36 True tox-dev/tox https://github.com/tox-dev/tox MIT 2016-09-17 16:54:22.000 2021-05-27 05:55:46.000 2021-05-25 08:03:52.000 366.0 1056.0 2225.0 2021-05-10 12:09:53.000 3.23.1 116.0 242.0 ['pytest'] conda-forge/tox tox 138.0 1996.0 80852.0 44452.0 https://pypi.org/project/tox 2021-05-05 16:42:34.000 36400.0 4231754.0 4238171.0 https://anaconda.org/conda-forge/tox 2021-05-05 22:48:33.555 282385.0 1.0
12 10 flake8 https://github.com/PyCQA/flake8 Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelder's McCabe script. linters 36 True PyCQA/flake8 https://github.com/PyCQA/flake8 MIT 2014-09-13 17:06:24.000 2021-05-25 18:59:18.000 2021-05-24 18:26:33.000 183.0 1239.0 1273.0 2021-03-14 23:32:11.000 3.9.0 79.0 155.0 conda-forge/flake8 flake8 36.0 1959.0 239937.0 168647.0 https://pypi.org/project/flake8 2021-05-08 19:52:32.000 71290.0 12029248.0 12070912.0 https://anaconda.org/conda-forge/flake8 2021-05-10 17:37:45.968 2458205.0 1.0
13 11 pipenv https://github.com/pypa/pipenv Python Development Workflow for Humans. virtual-envs 35 True pypa/pipenv https://github.com/pypa/pipenv MIT 2017-01-20 00:44:02.000 2021-05-10 00:37:04.000 2021-05-10 00:37:04.000 1601.0 2882.0 21926.0 2020-11-15 04:19:27.000 2020.11.15 297.0 383.0 conda-forge/pipenv pipenv 506.0 7056.0 21137.0 18863.0 https://pypi.org/project/pipenv 2020-11-15 04:19:27.000 2274.0 3173061.0 3175133.0 https://anaconda.org/conda-forge/pipenv 2020-11-15 06:15:51.831 39381.0 1.0 -1.0
14 12 mkdocs https://github.com/mkdocs/mkdocs Project documentation with Markdown. documentation 35 True mkdocs/mkdocs https://github.com/mkdocs/mkdocs BSD-2-Clause 2014-01-11 21:05:21.000 2021-05-26 20:42:46.000 2021-05-25 17:11:41.000 1708.0 1395.0 12209.0 2020-05-14 15:18:01.000 1.1.2 44.0 192.0 ['mkdocs'] conda-forge/mkdocs mkdocs 147.0 1533.0 18362.0 12420.0 https://pypi.org/project/mkdocs 2020-05-14 15:18:01.000 5942.0 565800.0 567980.0 https://anaconda.org/conda-forge/mkdocs 2020-06-01 13:16:37.068 133038.0 1.0
15 13 pyinstaller https://github.com/pyinstaller/pyinstaller Freeze (package) Python programs into stand-alone executables. packaging 34 True pyinstaller/pyinstaller https://github.com/pyinstaller/pyinstaller GPL-2.0 2011-11-23 11:05:56.000 2021-05-27 13:19:32.000 2021-05-26 19:41:45.000 1638.0 3796.0 8109.0 2021-04-17 05:02:21.000 4.3 28.0 399.0 conda-forge/pyinstaller pyinstaller 367.0 7773.0 17255.0 17255.0 https://pypi.org/project/pyinstaller 2021-04-17 04:46:48.000 0.0 576138.0 587681.0 https://anaconda.org/conda-forge/pyinstaller 2021-04-21 15:08:29.384 227972.0 1.0 700462.0 2.0
16 14 pip https://github.com/pypa/pip The Python package installer. dependency-managers 34 True pypa/pip https://github.com/pypa/pip MIT 2011-03-06 14:30:46.000 2021-05-27 13:12:21.000 2021-05-25 14:09:27.000 2244.0 4773.0 7168.0 2021-05-23 09:52:07.000 21.1.2 105.0 608.0 conda-forge/pip pip 978.0 69020.0 50354.0 https://pypi.org/project/pip 2021-05-23 09:52:07.000 18666.0 94513033.0 94864021.0 https://anaconda.org/conda-forge/pip 2021-05-23 11:54:56.735 20357339.0 1.0
17 15 robotframework https://github.com/robotframework/robotframework Generic automation framework for acceptance testing and RPA. testing 34 True robotframework/robotframework https://github.com/robotframework/robotframework Apache-2.0 2014-06-27 11:10:38.000 2021-05-27 13:14:06.000 2021-05-25 11:29:09.000 1689.0 3361.0 5918.0 2021-05-25 11:27:33.000 4.0.3 62.0 140.0 conda-forge/robotframework robotframework 203.0 12913.0 5202.0 3794.0 https://pypi.org/project/robotframework 2021-05-25 11:28:06.000 1408.0 705232.0 706445.0 https://anaconda.org/conda-forge/robotframework 2021-05-25 13:52:36.408 48301.0 1.0 505.0
18 16 pycodestyle https://github.com/PyCQA/pycodestyle Simple Python style checker in one Python file. linters 34 True PyCQA/pycodestyle https://github.com/PyCQA/pycodestyle Saxpath 2009-10-02 00:43:37.000 2021-05-26 09:46:52.000 2021-05-06 22:18:19.000 599.0 530.0 4312.0 2021-03-14 18:44:02.000 2.7.0 12.0 125.0 conda-forge/pycodestyle pycodestyle 113.0 1222.0 160705.0 139475.0 https://pypi.org/project/pycodestyle 2021-03-14 18:44:02.000 21230.0 16457343.0 16501329.0 https://anaconda.org/conda-forge/pycodestyle 2021-03-15 18:43:23.361 2595175.0 1.0
19 17 autopep8 https://github.com/hhatto/autopep8 A tool that automatically formats Python code to conform to the PEP 8 style guide. formatters 34 True hhatto/autopep8 https://github.com/hhatto/autopep8 MIT 2010-12-29 20:08:51.000 2021-04-30 08:34:16.877 2021-04-30 06:04:29.000 244.0 332.0 3775.0 2021-04-30 06:09:29.000 1.5.7 67.0 50.0 conda-forge/autopep8 autopep8 86.0 2702.0 86598.0 76414.0 https://pypi.org/project/autopep8 2021-04-30 06:04:42.000 10184.0 2042158.0 2049924.0 https://anaconda.org/conda-forge/autopep8 2021-04-30 08:34:16.877 458240.0 1.0
20 18 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 2021-05-26 19:50:11.000 2021-05-26 11:13:37.000 699.0 2709.0 3363.0 2021-04-26 16:01:12.000 2.8.2 104.0 390.0 conda-forge/pylint pylint 705.0 5456.0 37734.0 https://pypi.org/project/pylint 2021-04-26 16:01:12.000 37734.0 9932259.0 9964952.0 https://anaconda.org/conda-forge/pylint 2021-03-03 00:06:43.039 1863503.0 1.0
21 19 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 2021-05-25 07:06:14.000 2021-05-23 02:11:33.000 728.0 1234.0 1358.0 2021-05-23 03:55:07.000 57.0.0 430.0 441.0 conda-forge/setuptools setuptools 538.0 160514.0 102584.0 https://pypi.org/project/setuptools 2021-05-23 03:54:57.000 57930.0 105502658.0 105878662.0 https://anaconda.org/conda-forge/setuptools 2021-01-08 05:42:17.824 21808178.0 1.0 107.0
22 20 rich https://github.com/willmcgugan/rich Rich is a Python library for rich text and beautiful formatting in the terminal. logging 33 True willmcgugan/rich https://github.com/willmcgugan/rich MIT 2019-11-10 15:28:09.000 2021-05-24 16:03:31.000 2021-05-21 10:00:53.000 778.0 445.0 26197.0 2021-05-19 16:16:58.000 10.2.2 126.0 91.0 conda-forge/rich rich 4.0 1952.0 4201.0 4201.0 https://pypi.org/project/rich 2021-05-19 16:16:00.000 0.0 1715537.0 1737586.0 https://anaconda.org/conda-forge/rich 2021-05-19 19:58:08.049 220491.0 1.0
23 21 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 2021-05-27 13:58:06.000 2021-05-27 13:58:06.000 1346.0 1155.0 21129.0 2021-05-10 15:10:43.000 21.5b1 28.0 248.0 conda-forge/black black 380.0 65451.0 59223.0 https://pypi.org/project/black 2021-05-10 15:11:11.000 6228.0 7569942.0 7614359.0 https://anaconda.org/conda-forge/black 2021-05-25 10:15:40.076 1579647.0 2.0 13997.0
24 22 mkdocs-material https://github.com/squidfunk/mkdocs-material A Material Design theme for MkDocs. documentation 33 True squidfunk/mkdocs-material https://github.com/squidfunk/mkdocs-material MIT 2016-01-28 22:09:23.000 2021-05-27 09:37:09.000 2021-05-27 09:36:08.000 1556.0 1023.0 6485.0 2021-05-19 09:03:55.000 7.1.5 199.0 115.0 ['mkdocs'] conda-forge/mkdocs-material mkdocs-material 10.0 3359.0 8183.0 6681.0 https://pypi.org/project/mkdocs-material 2021-05-19 09:03:55.000 1502.0 456771.0 458553.0 https://anaconda.org/conda-forge/mkdocs-material 2021-05-19 14:21:17.734 42787.0 1.0
25 23 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 2021-05-27 14:41:50.301 2021-05-27 14:04:35.000 465.0 1049.0 5189.0 2021-05-27 13:16:32.000 hypothesis-python-6.13.7 843.0 248.0 conda-forge/hypothesis hypothesis 56.0 10761.0 11354.0 8738.0 https://pypi.org/project/hypothesis 2021-05-27 13:16:15.000 2616.0 1970127.0 2041573.0 https://anaconda.org/conda-forge/hypothesis 2021-05-27 14:41:50.301 4143897.0 1.0
26 24 isort https://github.com/PyCQA/isort A Python utility / library to sort imports. formatters 33 True PyCQA/isort https://github.com/PyCQA/isort MIT 2013-09-02 22:22:53.000 2021-05-26 07:54:28.000 2021-05-26 07:54:28.000 398.0 925.0 3910.0 2021-03-21 06:05:17.000 5.8.0 126.0 235.0 conda-forge/isort isort 29.0 197617.0 173399.0 https://pypi.org/project/isort 2020-12-31 01:15:41.000 24218.0 15121497.0 15154654.0 https://anaconda.org/conda-forge/isort 2021-03-21 08:22:11.429 1923117.0 2.0
27 25 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 2021-05-26 15:43:10.000 2021-05-01 01:50:03.000 1526.0 490.0 3700.0 2018-10-05 13:20:49.000 0.4.2 23.0 104.0 ['sphinx'] conda-forge/sphinx_rtd_theme sphinx_rtd_theme 166.0 1217.0 23490.0 16.0 https://pypi.org/project/sphinx_rtd_theme 2018-10-05 13:20:49.000 23474.0 2106791.0 2129895.0 https://anaconda.org/conda-forge/sphinx_rtd_theme 2021-04-06 20:57:24.009 1316948.0 1.0
28 26 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 2021-05-26 16:40:01.000 2021-05-21 14:02:34.000 1210.0 1875.0 15163.0 2021-04-14 17:08:31.000 1.1.6 135.0 275.0 conda-forge/poetry poetry 1108.0 1799.0 64.0 https://pypi.org/project/poetry 2021-05-21 14:01:30.000 64.0 2208082.0 2386168.0 https://anaconda.org/conda-forge/poetry 2021-04-15 00:21:03.148 211865.0 2.0 6498949.0
29 27 buildbot https://github.com/buildbot/buildbot Python-based continuous integration testing framework; your pull requests are more than welcome!. build-tools 32 True buildbot/buildbot https://github.com/buildbot/buildbot GPL-2.0 2010-07-06 17:56:53.000 2021-05-27 14:31:19.000 2021-05-26 09:26:02.000 1517.0 686.0 4617.0 2021-04-28 10:47:25.000 3.1.1 111.0 790.0 conda-forge/buildbot buildbot 639.0 21990.0 1140.0 248.0 https://pypi.org/project/buildbot 2021-04-28 11:01:30.000 892.0 57922.0 59895.0 https://anaconda.org/conda-forge/buildbot 2021-04-28 12:55:11.512 33541.0 1.0 15079.0 1.0
30 28 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 2021-05-27 13:29:49.000 2021-05-26 17:31:24.000 1029.0 6018.0 4152.0 2021-04-15 16:31:48.000 4.10.1 100.0 355.0 conda-forge/conda conda 1987.0 15686.0 2104.0 https://pypi.org/project/conda 2017-04-22 23:38:35.000 2104.0 54454.0 375894.0 https://anaconda.org/conda-forge/conda 2021-04-21 16:07:33.360 18322112.0 2.0
31 29 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 2021-05-24 21:48:38.685 2021-05-24 18:22:31.000 894.0 1075.0 3882.0 2021-05-24 18:15:38.000 20.4.7 162.0 171.0 conda-forge/virtualenv virtualenv 60.0 34422.0 https://pypi.org/project/virtualenv 2021-05-24 18:15:38.000 34422.0 18644381.0 18662114.0 https://anaconda.org/conda-forge/virtualenv 2021-05-24 21:48:38.685 886668.0 2.0
32 30 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 2021-05-17 09:01:01.000 2020-12-31 16:25:35.000 280.0 357.0 3283.0 2020-12-31 02:43:43.000 1.5.0 50.0 54.0 conda-forge/invoke invoke 303.0 3499.0 12390.0 7788.0 https://pypi.org/project/invoke 2020-12-31 02:43:43.000 4602.0 1429143.0 1434161.0 https://anaconda.org/conda-forge/invoke 2021-01-06 14:58:41.830 306127.0 1.0
33 31 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 2021-05-21 22:59:19.000 2021-04-12 17:48:57.000 323.0 364.0 3246.0 2020-12-13 02:48:28.000 1.7.0 31.0 132.0 conda-forge/bandit bandit 166.0 1169.0 9073.0 6719.0 https://pypi.org/project/bandit 2020-12-13 02:48:28.000 2354.0 1460453.0 1463292.0 https://anaconda.org/conda-forge/bandit 2021-03-10 05:39:36.125 68135.0 1.0 46.0
34 32 freezegun https://github.com/spulec/freezegun Let your Python tests travel through time. testing 32 True spulec/freezegun https://github.com/spulec/freezegun Apache-2.0 2012-12-11 05:11:00.000 2021-05-07 15:53:29.000 2021-01-20 07:44:52.000 196.0 165.0 2889.0 2021-01-20 07:45:20.000 1.1.0 56.0 94.0 conda-forge/freezegun freezegun 67.0 521.0 16391.0 8039.0 https://pypi.org/project/freezegun 2021-01-20 07:45:20.000 8352.0 3644501.0 3648007.0 https://anaconda.org/conda-forge/freezegun 2021-01-20 09:23:22.014 217392.0 1.0
35 33 nose https://github.com/nose-devs/nose nose is nicer testing for python. testing 32 False nose-devs/nose https://github.com/nose-devs/nose LGPL-2.1+ 2011-12-13 19:36:32.000 2021-04-09 10:35:26.000 2016-03-04 01:16:26.000 358.0 461.0 1339.0 2015-06-02 09:12:36.000 1.3.7 14.0 95.0 conda-forge/nose nose 447.0 1004.0 195512.0 109038.0 https://pypi.org/project/nose 2015-06-02 09:12:36.000 86474.0 4237205.0 4266311.0 https://anaconda.org/conda-forge/nose 2020-10-11 16:52:20.277 1746419.0 1.0
36 34 twine https://github.com/pypa/twine Utilities for interacting with PyPI. build-tools 32 True pypa/twine https://github.com/pypa/twine Apache-2.0 2013-08-13 15:39:39.000 2021-05-26 01:51:06.000 2021-04-10 19:15:48.000 238.0 312.0 1122.0 2021-03-15 16:36:43.000 3.4.0 42.0 101.0 conda-forge/twine twine 42.0 952.0 57789.0 40285.0 https://pypi.org/project/twine 2021-03-15 16:36:43.000 17504.0 1844029.0 1848745.0 https://anaconda.org/conda-forge/twine 2021-03-17 03:54:06.297 268866.0 1.0
37 35 pyflakes https://github.com/PyCQA/pyflakes A simple program which checks Python source files for errors. linters 32 True PyCQA/pyflakes https://github.com/PyCQA/pyflakes MIT 2014-04-07 06:19:46.000 2021-05-22 03:34:08.000 2021-05-22 03:34:08.000 145.0 341.0 1026.0 2021-03-24 16:32:54.000 2.3.1 30.0 77.0 conda-forge/pyflakes pyflakes 80.0 512.0 115113.0 88615.0 https://pypi.org/project/pyflakes 2021-03-24 16:32:54.000 26498.0 12693343.0 12735497.0 https://anaconda.org/conda-forge/pyflakes 2021-03-24 22:10:26.104 2487105.0 1.0
38 36 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 2021-05-26 16:27:37.000 2021-05-14 11:37:02.000 143.0 192.0 1023.0 2021-05-14 11:32:50.000 2.12.0 41.0 64.0 ['pytest'] conda-forge/pytest-cov pytest-cov 101.0 806.0 130152.0 86758.0 https://pypi.org/project/pytest-cov 2021-05-14 11:32:50.000 43394.0 11166093.0 11211641.0 https://anaconda.org/conda-forge/pytest-cov 2021-05-14 21:28:13.405 2824025.0 1.0
39 37 sentry-sdk https://github.com/getsentry/sentry-python The new Python SDK for Sentry.io. logging 32 True getsentry/sentry-python https://github.com/getsentry/sentry-python BSD-2-Clause 2018-06-18 22:51:10.000 2021-05-24 06:42:57.000 2021-05-17 09:32:46.000 208.0 372.0 933.0 2021-05-06 17:24:17.000 1.1.0 128.0 94.0 conda-forge/sentry-sdk sentry-sdk 171.0 1236.0 12265.0 11279.0 https://pypi.org/project/sentry-sdk 2021-05-06 17:24:12.000 986.0 8724663.0 8727538.0 https://anaconda.org/conda-forge/sentry-sdk 2021-05-11 18:36:53.766 82083.0 2.0 4457.0
40 38 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 2021-05-25 05:54:20.000 2021-05-15 11:16:23.000 68.0 89.0 405.0 2021-03-30 20:43:51.000 0.8.2 25.0 40.0 conda-forge/parso parso 8.0 1082.0 138984.0 127620.0 https://pypi.org/project/parso 2021-03-30 20:43:51.000 11364.0 13264441.0 13362578.0 https://anaconda.org/conda-forge/parso 2021-03-31 00:05:02.064 4023630.0 1.0
41 39 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 2021-05-23 18:58:51.000 2021-05-23 18:58:13.000 90.0 289.0 241.0 2020-12-13 18:09:07.000 0.36.2 64.0 61.0 conda-forge/wheel wheel 23.0 732.0 62544.0 https://pypi.org/project/wheel 2020-12-13 18:09:07.000 62544.0 73182327.0 73486222.0 https://anaconda.org/conda-forge/wheel 2020-12-13 19:48:16.429 17625929.0 1.0
42 40 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 2021-04-19 15:15:46.138 2021-03-19 22:08:53.000 403.0 356.0 8963.0 2020-09-20 07:56:32.000 0.5.3 17.0 29.0 conda-forge/loguru loguru 49.0 558.0 7545.0 7203.0 https://pypi.org/project/loguru 2020-09-20 07:54:28.000 342.0 1535356.0 1541781.0 https://anaconda.org/conda-forge/loguru 2021-04-19 15:15:46.138 173489.0 2.0
43 41 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 2021-05-27 13:32:23.502 2021-05-24 18:19:27.000 447.0 1105.0 5986.0 2021-05-21 21:08:51.000 2.13.0 160.0 121.0 conda-forge/pre-commit pre-commit 24.0 2015.0 2136.0 https://pypi.org/project/pre-commit 2021-05-21 21:05:09.000 2136.0 3220423.0 3246560.0 https://anaconda.org/conda-forge/pre-commit 2021-05-27 13:32:23.502 546144.0 1.0 5805.0
44 42 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 2021-05-27 13:49:01.000 2021-05-18 10:51:21.000 426.0 607.0 4983.0 2021-04-14 09:19:42.000 6.1.0 92.0 147.0 conda-forge/pip-tools pip-tools 122.0 1539.0 3252.0 https://pypi.org/project/pip-tools 2021-03-16 00:32:58.000 3252.0 1979762.0 1980590.0 https://anaconda.org/conda-forge/pip-tools 2021-04-14 11:47:58.017 10764.0 2.0
45 43 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 2021-05-26 11:14:06.000 2021-05-26 11:13:58.000 132.0 109.0 1416.0 2021-05-26 11:13:47.000 0.13.8 40.0 48.0 conda-forge/ipdb ipdb 51.0 348.0 43077.0 26179.0 https://pypi.org/project/ipdb 2021-05-26 11:13:47.000 16898.0 1599564.0 1602444.0 https://anaconda.org/conda-forge/ipdb 2021-04-19 03:20:52.710 167085.0 1.0
46 44 logbook https://github.com/getlogbook/logbook A cool logging replacement for Python. logging 31 False getlogbook/logbook https://github.com/getlogbook/logbook BSD-3-Clause 2010-07-22 10:13:12.000 2021-05-07 18:18:51.000 2019-10-16 17:48:40.000 157.0 125.0 1397.0 2019-01-16 20:35:25.000 1.4.3 41.0 76.0 conda-forge/logbook logbook 56.0 1194.0 4640.0 2576.0 https://pypi.org/project/logbook 2019-10-16 18:14:55.000 2064.0 480096.0 481673.0 https://anaconda.org/conda-forge/logbook 2021-01-11 05:40:29.145 40937.0 2.0 244.0
47 45 tabulate https://github.com/astanin/python-tabulate Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from.. logging 31 True astanin/python-tabulate https://github.com/astanin/python-tabulate MIT 2016-05-01 20:47:06.376 2021-05-16 09:57:59.000 2021-03-04 09:33:31.000 62.0 56.0 830.0 2021-02-22 07:34:12.000 0.8.9 25.0 67.0 conda-forge/tabulate tabulate 27.0 502.0 52177.0 44075.0 https://pypi.org/project/tabulate 2021-02-22 07:34:12.000 8102.0 16678817.0 16696222.0 https://anaconda.org/conda-forge/tabulate 2021-02-22 13:39:52.132 1044330.0 2.0
48 46 pytest-xdist https://github.com/pytest-dev/pytest-xdist pytest plugin for distributed testing and loop-on-failures testing modes. testing 31 True pytest-dev/pytest-xdist https://github.com/pytest-dev/pytest-xdist MIT 2015-09-01 18:51:45.000 2021-05-27 13:50:09.000 2021-05-17 19:34:49.000 146.0 228.0 705.0 2021-02-09 21:06:38.000 2.2.1 55.0 73.0 ['pytest'] conda-forge/pytest-xdist pytest-xdist 191.0 863.0 25587.0 18245.0 https://pypi.org/project/pytest-xdist 2021-02-09 21:06:38.000 7342.0 4306852.0 4330640.0 https://anaconda.org/conda-forge/pytest-xdist 2021-02-10 14:13:48.139 1379718.0 2.0
49 47 alabaster https://github.com/bitprophet/alabaster Lightweight, configurable Sphinx theme. Now the Sphinx default!. documentation 31 False bitprophet/alabaster https://github.com/bitprophet/alabaster BSD-3-Clause 2013-12-07 00:03:15.000 2021-04-28 00:08:02.000 2020-01-10 23:50:18.000 154.0 51.0 608.0 2018-10-03 01:39:17.000 0.7.12 24.0 28.0 ['sphinx'] conda-forge/alabaster alabaster 75.0 350.0 60573.0 45675.0 https://pypi.org/project/alabaster 2018-10-03 01:39:17.000 14898.0 3964753.0 4005281.0 https://anaconda.org/conda-forge/alabaster 2018-10-03 15:29:30.017 2350661.0 2.0
50 48 coveralls-python https://github.com/TheKevJames/coveralls-python Show coverage stats online via coveralls.io. testing 31 True coveralls-clients/coveralls-python https://github.com/TheKevJames/coveralls-python MIT 2013-02-06 20:48:39.000 2021-05-25 17:28:11.000 2021-05-25 17:28:10.000 174.0 132.0 457.0 2021-05-24 21:57:41.000 3.1.0 39.0 57.0 ['pytest'] coveralls 5.0 408.0 34629.0 17621.0 https://pypi.org/project/coveralls 2021-05-24 21:57:41.000 17008.0 541866.0 541866.0 2.0 TheKevJames/coveralls-python
51 49 packaging https://github.com/pypa/packaging Core utilities for Python packages. packaging 31 True pypa/packaging https://github.com/pypa/packaging BSD-2-Clause 2014-05-15 22:49:43.000 2021-05-19 19:05:47.000 2021-05-06 20:44:23.000 152.0 144.0 300.0 2021-01-29 20:27:31.000 20.9 35.0 69.0 conda-forge/packaging packaging 52.0 240034.0 210834.0 https://pypi.org/project/packaging 2021-01-29 20:24:35.000 29200.0 53740870.0 53867779.0 https://anaconda.org/conda-forge/packaging 2021-02-04 17:30:01.516 7487434.0 1.0 83.0
52 50 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 30 True nicolargo/glances https://github.com/nicolargo/glances LGPL-3.0 2011-12-04 08:49:15.000 2021-05-27 08:50:09.000 2021-05-27 08:49:58.000 1186.0 1163.0 18436.0 2021-05-11 07:14:30.000 3.1.7 54.0 143.0 conda-forge/glances glances 200.0 3951.0 354.0 304.0 https://pypi.org/project/glances 2021-05-02 14:38:44.000 50.0 127155.0 129310.0 https://anaconda.org/conda-forge/glances 2021-02-07 19:32:17.197 133271.0 1.0 426.0
53 51 numpydoc https://github.com/numpy/numpydoc Numpy's Sphinx extensions. documentation 30 True numpy/numpydoc https://github.com/numpy/numpydoc BSD-3-Clause 2013-07-24 16:23:39.000 2021-05-24 23:17:20.000 2021-05-19 15:13:17.000 5540.0 94.0 17189.0 2020-07-01 21:59:00.000 1.1.0 13.0 65.0 ['sphinx'] conda-forge/numpydoc numpydoc 51.0 33070.0 25722.0 https://pypi.org/project/numpydoc 2020-07-01 21:59:00.000 7348.0 243080.0 257866.0 https://anaconda.org/conda-forge/numpydoc 2020-10-01 19:37:54.384 768922.0 2.0
54 52 yapf https://github.com/google/yapf A formatter for Python files. formatters 30 True google/yapf https://github.com/google/yapf Apache-2.0 2015-03-18 18:22:31.000 2021-05-04 19:59:56.000 2021-05-04 19:59:56.000 791.0 370.0 11743.0 2020-04-23 19:07:36.000 0.30.0 67.0 126.0 conda-forge/yapf yapf 313.0 23384.0 19978.0 https://pypi.org/project/yapf 2020-04-23 19:07:36.000 3406.0 1665020.0 1675962.0 https://anaconda.org/conda-forge/yapf 2021-04-19 00:01:27.357 645629.0 3.0
55 53 py-spy https://github.com/benfred/py-spy Sampling profiler for Python programs. profiling 30 True benfred/py-spy https://github.com/benfred/py-spy MIT 2018-08-01 02:22:15.000 2021-05-16 17:48:19.000 2021-05-16 17:21:31.000 248.0 142.0 6930.0 2021-05-16 17:48:19.000 0.3.7 30.0 25.0 py-spy 62.0 389.0 877.0 827.0 https://pypi.org/project/py-spy 2021-05-16 17:48:19.000 50.0 514512.0 514745.0 1.0 5144.0 1.0 py-spy
56 54 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 2021-04-30 15:18:47.000 2021-04-18 05:05:11.000 694.0 167.0 5105.0 2020-10-06 22:15:19.000 0.9.52 49.0 50.0 conda-forge/pyautogui pyautogui 300.0 390.0 8538.0 7930.0 https://pypi.org/project/pyautogui 2020-10-06 22:15:19.000 608.0 455781.0 458676.0 https://anaconda.org/conda-forge/pyautogui 2020-10-13 12:17:23.308 121630.0 2.0
57 55 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 2021-05-27 13:16:46.000 2021-05-25 12:47:30.000 315.0 340.0 2505.0 2018-05-05 15:05:40.000 2.11.1 36.0 114.0 conda-forge/factory_boy factory_boy 138.0 877.0 4256.0 https://pypi.org/project/factory_boy 2018-05-05 15:05:40.000 4256.0 1662473.0 1663671.0 https://anaconda.org/conda-forge/factory_boy 2021-04-04 01:17:30.466 67093.0 2.0
58 56 pydocstyle https://github.com/PyCQA/pydocstyle docstring style checker. linters 30 True PyCQA/pydocstyle https://github.com/PyCQA/pydocstyle MIT 2012-01-31 17:18:23.000 2021-05-18 22:35:13.379 2021-05-17 20:39:45.000 146.0 194.0 774.0 2021-05-17 20:37:45.000 6.1.1 17.0 72.0 conda-forge/pydocstyle pydocstyle 73.0 710.0 20380.0 16460.0 https://pypi.org/project/pydocstyle 2021-05-17 20:37:45.000 3920.0 2145388.0 2151553.0 https://anaconda.org/conda-forge/pydocstyle 2021-05-18 22:35:13.379 357607.0 2.0 51.0
59 57 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 2021-05-11 22:04:17.000 2021-01-23 03:26:17.000 170.0 180.0 421.0 2020-12-13 15:24:58.000 3.1.1 44.0 43.0 ['pytest'] conda-forge/pytest-html pytest-html 81.0 376.0 11102.0 10118.0 https://pypi.org/project/pytest-html 2020-12-13 15:24:58.000 984.0 1753379.0 1756099.0 https://anaconda.org/conda-forge/pytest-html 2020-12-13 19:43:13.698 130590.0 2.0
60 58 typed_ast https://github.com/python/typed_ast Modified fork of CPython's ast module that parses `# type:` comments. ast 30 True python/typed_ast https://github.com/python/typed_ast Apache-2.0 2016-02-16 22:40:09.000 2021-04-12 00:18:06.000 2021-04-12 00:18:06.000 46.0 75.0 183.0 2020-12-30 23:17:52.000 1.4.2 29.0 21.0 typed_ast 6.0 173.0 10362.0 https://pypi.org/project/typed_ast 2021-04-11 23:57:40.000 10362.0 16982943.0 16982943.0 1.0
61 59 PySnooper https://github.com/cool-RR/PySnooper Never use print for debugging again. debugging 29 True cool-RR/PySnooper https://github.com/cool-RR/PySnooper MIT 2019-04-18 13:55:43.000 2021-05-20 07:26:20.000 2021-05-19 08:23:53.000 892.0 93.0 14435.0 2021-05-19 08:24:40.000 0.5.0 54.0 26.0 conda-forge/pysnooper pysnooper 18.0 299.0 448.0 402.0 https://pypi.org/project/pysnooper 2021-05-19 08:24:40.000 46.0 95445.0 96928.0 https://anaconda.org/conda-forge/pysnooper 2021-05-19 12:14:49.747 35614.0 1.0
62 60 pyre-check https://github.com/facebook/pyre-check Performant type-checking for python. linters 29 True facebook/pyre-check https://github.com/facebook/pyre-check MIT 2017-11-10 17:31:36.000 2021-05-27 13:48:57.000 2021-05-27 13:48:53.000 318.0 193.0 5389.0 2021-05-14 19:50:13.000 0.9.3 62.0 160.0 pyre-check 65.0 9201.0 46.0 https://pypi.org/project/pyre-check 2021-05-14 01:29:18.000 46.0 19754.0 19754.0 2.0
63 61 line_profiler https://github.com/pyutils/line_profiler Line-by-line profiling for Python. profiling 29 True pyutils/line_profiler https://github.com/pyutils/line_profiler BSD-3-Clause 2016-05-26 17:37:38.151 2021-05-24 16:18:09.000 2021-05-24 16:18:09.000 250.0 10.0 3521.0 2021-04-30 19:15:30.000 3.2.5 8.0 24.0 conda-forge/line_profiler line_profiler 31.0 160.0 692.0 https://pypi.org/project/line_profiler 2017-12-20 02:30:37.000 692.0 463079.0 466066.0 https://anaconda.org/conda-forge/line_profiler 2021-05-01 02:19:56.551 179230.0 2.0
64 62 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 29 True bndr/pipreqs https://github.com/bndr/pipreqs Apache-2.0 2015-04-22 16:38:14.000 2021-05-13 18:45:04.000 2021-05-05 05:08:31.000 225.0 88.0 3414.0 2019-11-14 11:06:56.000 0.4.10 38.0 50.0 conda-forge/pipreqs pipreqs 82.0 300.0 5800.0 5272.0 https://pypi.org/project/pipreqs 2019-11-14 11:00:54.000 528.0 103130.0 103504.0 https://anaconda.org/conda-forge/pipreqs 2019-11-14 14:53:43.131 20993.0 3.0
65 63 wemake-python-styleguide https://github.com/wemake-services/wemake-python-styleguide The strictest and most opinionated python linter ever!. linters 29 True wemake-services/wemake-python-styleguide https://github.com/wemake-services/wemake-python-styleguide MIT 2018-03-09 21:04:25.000 2021-05-27 07:29:31.000 2021-05-27 07:29:29.000 273.0 866.0 1482.0 2021-02-27 12:22:01.000 0.15.2 51.0 141.0 wemake-python-styleguide 83.0 1706.0 350.0 336.0 https://pypi.org/project/wemake-python-styleguide 2021-02-27 12:21:14.000 14.0 72588.0 72588.0 2.0
66 64 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 2021-05-20 05:33:00.000 2021-05-20 05:32:18.000 122.0 116.0 1136.0 2020-10-07 16:08:59.000 0.18.0 19.0 63.0 conda-forge/rope rope 75.0 1881.0 31486.0 28554.0 https://pypi.org/project/rope 2020-10-07 16:08:59.000 2932.0 404970.0 415641.0 https://anaconda.org/conda-forge/rope 2021-04-19 19:56:13.091 522884.0 1.0
67 65 pytest-mock https://github.com/pytest-dev/pytest-mock Thin-wrapper around the mock package for easier use with pytest. testing 29 True pytest-dev/pytest-mock https://github.com/pytest-dev/pytest-mock MIT 2014-07-17 00:40:32.000 2021-05-18 12:01:18.000 2021-05-18 12:01:17.000 95.0 89.0 1066.0 2021-05-18 11:53:27.000 3.6.1 52.0 54.0 ['pytest'] conda-forge/pytest-mock pytest-mock 10.0 22516.0 16336.0 https://pypi.org/project/pytest-mock 2021-05-06 19:21:18.000 6180.0 4096064.0 4111929.0 https://anaconda.org/conda-forge/pytest-mock 2021-05-07 01:15:17.653 920205.0 2.0
68 66 pytest-asyncio https://github.com/pytest-dev/pytest-asyncio Pytest support for asyncio. testing 29 True pytest-dev/pytest-asyncio https://github.com/pytest-dev/pytest-asyncio Apache-2.0 2015-04-11 00:18:05.000 2021-05-21 06:41:07.000 2021-04-21 23:06:33.000 79.0 94.0 727.0 2021-04-21 23:04:29.000 0.15.1 20.0 26.0 ['pytest'] conda-forge/pytest-asyncio pytest-asyncio 65.0 169.0 14333.0 12305.0 https://pypi.org/project/pytest-asyncio 2021-04-21 23:04:29.000 2028.0 1641822.0 1650647.0 https://anaconda.org/conda-forge/pytest-asyncio 2021-05-21 05:59:51.013 423617.0 2.0
69 67 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 29 True PyCQA/flake8-bugbear https://github.com/PyCQA/flake8-bugbear MIT 2016-03-15 20:54:43.000 2021-04-03 17:18:13.000 2021-04-01 21:18:24.000 41.0 53.0 544.0 2021-04-01 21:21:59.000 21.4.3 34.0 37.0 ['flake8'] conda-forge/flake8-bugbear flake8-bugbear 36.0 163.0 4689.0 3649.0 https://pypi.org/project/flake8-bugbear 2021-04-01 21:21:59.000 1040.0 808824.0 822737.0 https://anaconda.org/conda-forge/flake8-bugbear 2021-04-02 22:23:40.112 292180.0 2.0
70 68 breathe https://github.com/michaeljones/breathe ReStructuredText and Sphinx bridge to Doxygen. documentation 29 True michaeljones/breathe https://github.com/michaeljones/breathe BSD-3-Clause 2009-02-03 18:52:25.000 2021-05-18 23:51:54.000 2021-05-18 23:33:51.000 138.0 338.0 533.0 2021-05-06 19:46:25.000 4.30.0 59.0 94.0 conda-forge/breathe breathe 98.0 1467.0 6553.0 4545.0 https://pypi.org/project/breathe 2021-05-06 19:45:36.000 2008.0 91407.0 94975.0 https://anaconda.org/conda-forge/breathe 2021-05-08 22:53:25.599 192671.0 2.0 65.0
71 69 prettytable https://github.com/jazzband/prettytable Display tabular data in a visually appealing ASCII table format. logging 29 False jazzband/prettytable https://github.com/jazzband/prettytable BSD-1-Clause 2016-01-15 02:39:17.000 2021-05-19 15:40:44.000 2021-04-17 17:19:27.000 71.0 31.0 459.0 2021-03-02 19:34:23.000 2.1.0 14.0 27.0 conda-forge/prettytable prettytable 18.0 309.0 16760.0 16760.0 https://pypi.org/project/prettytable 2021-03-02 19:34:23.000 0.0 3352847.0 3357422.0 https://anaconda.org/conda-forge/prettytable 2021-03-02 22:49:12.885 269941.0 2.0
72 70 mccabe https://github.com/PyCQA/mccabe McCabe complexity checker for Python. code-metrics 29 True PyCQA/mccabe https://github.com/PyCQA/mccabe Saxpath 2013-02-20 22:19:04.000 2021-04-02 23:49:37.000 2021-04-02 23:49:37.000 40.0 34.0 401.0 2017-01-26 22:13:14.000 0.6.1 11.0 21.0 conda-forge/mccabe mccabe 7.0 142.0 226469.0 195459.0 https://pypi.org/project/mccabe 2017-01-26 22:13:14.000 31010.0 17875408.0 17920487.0 https://anaconda.org/conda-forge/mccabe 2018-07-08 18:43:04.536 2659682.0 1.0
73 71 hacking https://github.com/openstack/hacking OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org. linters 29 True openstack/hacking https://github.com/openstack/hacking Apache-2.0 2013-03-26 21:09:28.000 2021-05-03 07:19:25.000 2021-05-03 02:35:11.000 66.0 218.0 2021-04-21 10:37:50.000 4.1.0 37.0 179.0 ['flake8'] hacking 1049.0 8690.0 https://pypi.org/project/hacking 2021-04-21 10:37:50.000 8690.0 196216.0 196216.0 2.0
74 72 mimesis https://github.com/lk-geimfari/mimesis Mimesis is a high-performance fake data generator for Python, which provides data for a variety of purposes in a.. testing 28 True lk-geimfari/mimesis https://github.com/lk-geimfari/mimesis MIT 2016-09-09 21:41:22.000 2021-05-21 10:00:55.000 2021-04-30 07:22:02.000 274.0 280.0 3301.0 2020-12-21 11:12:37.000 4.1.3 30.0 106.0 mimesis 7.0 1958.0 84.0 https://pypi.org/project/mimesis 2020-12-21 11:12:37.000 84.0 109426.0 109428.0 2.0 157.0
75 73 pytype https://github.com/google/pytype A static type analyzer for Python code. linters 28 True google/pytype https://github.com/google/pytype Apache-2.0 2015-03-18 20:52:08.000 2021-05-25 21:44:30.000 2021-05-25 19:10:25.000 192.0 318.0 3282.0 2021-05-25 21:37:24.000 2021.5.25 102.0 61.0 conda-forge/pytype pytype 101.0 4310.0 88.0 https://pypi.org/project/pytype 2021-05-25 21:37:24.000 88.0 98799.0 102646.0 https://anaconda.org/conda-forge/pytype 2020-10-13 18:48:00.617 46170.0 2.0
76 74 structlog https://github.com/hynek/structlog Structured Logging for Python. logging 28 True hynek/structlog https://github.com/hynek/structlog MIT 2013-08-13 15:55:58.000 2021-05-19 09:43:09.000 2021-05-19 09:43:09.000 137.0 150.0 1499.0 2021-02-18 16:17:00.000 21.1.0 23.0 72.0 conda-forge/structlog structlog 33.0 4443.0 3237.0 https://pypi.org/project/structlog 2021-02-18 16:06:29.000 1206.0 2095630.0 2097498.0 https://anaconda.org/conda-forge/structlog 2021-02-22 14:39:08.894 108392.0 2.0
77 75 pyelftools https://github.com/eliben/pyelftools Parsing ELF and DWARF in Python. debugging 28 True eliben/pyelftools https://github.com/eliben/pyelftools Unlicense 2013-06-08 22:55:54.000 2021-05-27 13:38:35.000 2021-05-27 13:38:35.000 390.0 112.0 1225.0 8.0 75.0 conda-forge/pyelftools pyelftools 54.0 571.0 3024.0 2140.0 https://pypi.org/project/pyelftools 2020-10-27 13:45:19.000 884.0 669037.0 670081.0 https://anaconda.org/conda-forge/pyelftools 2020-10-27 16:16:13.901 64769.0 2.0
78 76 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 2021-05-23 07:40:10.000 2021-05-23 07:39:42.000 94.0 134.0 1219.0 2021-05-09 14:36:02.000 4.5.1 50.0 46.0 conda-forge/radon radon 20.0 514.0 2862.0 1764.0 https://pypi.org/project/radon 2021-05-23 07:40:10.000 1098.0 389164.0 389846.0 https://anaconda.org/conda-forge/radon 2020-09-18 20:13:31.841 29340.0 2.0
79 77 scons https://github.com/SCons/scons SCons - a software construction tool. build-tools 28 True SCons/scons https://github.com/SCons/scons MIT 2017-03-23 22:12:34.579 2021-05-24 23:11:49.000 2021-05-17 00:52:19.000 210.0 2640.0 1149.0 2021-01-19 22:02:05.000 4.1.0 14.0 133.0 conda-forge/scons scons 664.0 7140.0 50.0 https://pypi.org/project/scons 2019-12-17 02:49:51.000 50.0 163384.0 167175.0 https://anaconda.org/conda-forge/scons 2021-01-20 08:05:53.549 188928.0 2.0 352.0
80 78 safety https://github.com/pyupio/safety Safety checks your installed dependencies for known security vulnerabilities. security 28 True pyupio/safety https://github.com/pyupio/safety MIT 2016-10-19 13:22:56.000 2021-05-14 19:37:10.000 2021-04-28 19:57:23.000 85.0 68.0 1024.0 2021-01-15 19:34:46.000 1.10.3 38.0 35.0 conda-forge/safety safety 44.0 372.0 2444.0 1900.0 https://pypi.org/project/safety 2021-01-15 19:34:46.000 544.0 580684.0 584729.0 https://anaconda.org/conda-forge/safety 2021-01-15 20:54:00.958 17919.0 2.0 46196.0
81 79 python-json-logger https://github.com/madzak/python-json-logger Json Formatter for the standard python logger. logging 28 True madzak/python-json-logger https://github.com/madzak/python-json-logger BSD-2-Clause 2011-12-27 05:12:26.000 2021-04-18 19:41:32.000 2020-10-12 16:12:03.000 142.0 45.0 974.0 2020-10-12 16:26:53.000 2.0.1 19.0 43.0 conda-forge/python-json-logger python-json-logger 18.0 179.0 16022.0 15104.0 https://pypi.org/project/python-json-logger 2020-10-12 16:26:53.000 918.0 3075120.0 3088607.0 https://anaconda.org/conda-forge/python-json-logger 2020-10-12 23:31:31.855 660892.0 2.0
82 80 progressbar2 https://github.com/WoLpH/python-progressbar Progressbar 2 - A progress bar for Python 2 and Python 3 - pip install progressbar2. logging 28 True WoLpH/python-progressbar https://github.com/WoLpH/python-progressbar BSD-3-Clause 2012-02-20 06:19:21.000 2021-03-15 00:40:40.000 2021-03-15 00:40:40.000 91.0 179.0 692.0 2020-09-09 13:36:59.000 3.53.1 94.0 38.0 conda-forge/progressbar2 progressbar2 9.0 867.0 11452.0 9256.0 https://pypi.org/project/progressbar2 2020-09-09 13:28:47.000 2196.0 1040408.0 1045496.0 https://anaconda.org/conda-forge/progressbar2 2020-09-09 14:31:33.844 278012.0 2.0 1571.0
83 81 colorlog https://github.com/borntyping/python-colorlog A colored formatter for the python logging module. logging 28 True borntyping/python-colorlog https://github.com/borntyping/python-colorlog MIT 2012-09-05 17:57:21.000 2021-05-27 09:29:03.000 2021-05-27 09:28:52.000 72.0 62.0 689.0 2021-04-13 13:51:48.000 5.0.1 58.0 29.0 conda-forge/colorlog colorlog 2.0 13558.0 9892.0 https://pypi.org/project/colorlog 2021-05-27 09:18:43.000 3666.0 4690189.0 4696085.0 https://anaconda.org/conda-forge/colorlog 2021-04-14 16:26:06.310 359678.0 2.0
84 82 nose2 https://github.com/nose-devs/nose2 The successor to nose, based on unittest2. testing 28 True nose-devs/nose2 https://github.com/nose-devs/nose2 BSD-3-Clause 2011-12-14 15:33:15.000 2021-03-10 16:59:07.000 2021-03-10 16:59:06.000 131.0 196.0 679.0 2021-01-27 21:57:28.000 0.10.0 26.0 71.0 conda-forge/nose2 nose2 55.0 990.0 5686.0 3748.0 https://pypi.org/project/nose2 2021-01-27 21:57:28.000 1938.0 343924.0 344775.0 https://anaconda.org/conda-forge/nose2 2020-02-02 06:02:02.004 30654.0 2.0
85 83 astor https://github.com/berkerpeksag/astor Python AST read/write. ast 28 True berkerpeksag/astor https://github.com/berkerpeksag/astor BSD-3-Clause 2012-09-19 23:02:51.000 2021-03-15 17:27:04.000 2021-03-15 17:27:04.000 81.0 72.0 581.0 2019-12-10 01:50:33.000 0.8.1 14.0 31.0 conda-forge/astor astor 35.0 261.0 3756.0 https://pypi.org/project/astor 2019-12-10 01:50:33.000 3756.0 3669777.0 3693267.0 https://anaconda.org/conda-forge/astor 2020-07-01 13:36:26.971 1151057.0 2.0
86 84 buildout https://github.com/buildout/buildout Buildout is a deployment automation tool written in and extended with Python. build-tools 28 False buildout/buildout https://github.com/buildout/buildout ZPL-2.1 2012-03-25 21:47:18.000 2021-05-11 11:55:36.000 2021-03-29 11:37:20.000 170.0 203.0 511.0 2021-03-08 07:25:44.000 2.13.4 103.0 89.0 zc.buildout 138.0 1616.0 1974.0 https://pypi.org/project/zc.buildout 2021-03-09 08:12:12.000 1974.0 98453.0 98453.0 2.0
87 85 pylint-django https://github.com/PyCQA/pylint-django Pylint plugin for improving code analysis for when using Django. linters 28 True PyCQA/pylint-django https://github.com/PyCQA/pylint-django GPL-2.0 2013-10-01 06:35:15.000 2021-04-26 10:10:55.000 2021-04-26 10:09:38.000 99.0 149.0 464.0 2021-04-09 06:40:49.000 2.4.3 49.0 58.0 ['pylint'] conda-forge/pylint-django pylint-django 24.0 547.0 15726.0 13480.0 https://pypi.org/project/pylint-django 2021-04-09 06:39:56.000 2246.0 624359.0 625743.0 https://anaconda.org/conda-forge/pylint-django 2021-01-12 09:07:20.984 78426.0 2.0 180.0
88 86 ddt https://github.com/datadriventests/ddt Data-Driven Tests for Python Unittest. testing 28 True datadriventests/ddt https://github.com/datadriventests/ddt MIT 2012-02-11 22:57:10.000 2021-03-12 20:36:06.000 2021-03-12 20:34:54.000 96.0 30.0 384.0 2021-03-12 20:36:06.000 1.4.2 26.0 34.0 conda-forge/ddt ddt 17.0 211.0 6027.0 3543.0 https://pypi.org/project/ddt 2020-05-15 02:43:35.000 2484.0 280240.0 281415.0 https://anaconda.org/conda-forge/ddt 2020-05-15 03:17:11.932 58793.0 2.0
89 87 astunparse https://github.com/simonpercivall/astunparse An AST unparser for Python. ast 28 False simonpercivall/astunparse https://github.com/simonpercivall/astunparse BSD-3-Clause 2014-03-31 15:34:54.000 2021-05-13 16:10:26.000 2019-12-22 18:11:19.000 39.0 21.0 160.0 2019-12-22 18:12:11.000 1.6.3 11.0 10.0 conda-forge/astunparse astunparse 18.0 86.0 20054.0 19872.0 https://pypi.org/project/astunparse 2019-12-22 18:12:11.000 182.0 4382270.0 4387871.0 https://anaconda.org/conda-forge/astunparse 2021-01-15 07:40:29.426 263293.0 2.0
90 88 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 2021-05-27 10:51:04.000 2021-05-25 09:35:56.000 286.0 723.0 4205.0 2021-04-15 16:56:28.000 0.6.14 150.0 94.0 conda-forge/nuitka nuitka 197.0 7743.0 54.0 https://pypi.org/project/nuitka 2021-05-24 14:17:03.000 54.0 22013.0 26558.0 https://anaconda.org/conda-forge/nuitka 2021-05-24 21:35:45.068 277273.0 2.0
91 89 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 2021-05-16 15:51:22.000 2021-05-16 15:13:58.000 1356.0 2371.0 3191.0 2017-05-30 10:07:57.000 0.11.1 730.0 482.0 coala-bears 846.0 4486.0 218.0 10.0 https://pypi.org/project/coala-bears 2017-11-10 21:04:50.000 208.0 1995.0 1996.0 2.0 135.0
92 90 memory-profiler https://github.com/pythonprofilers/memory_profiler Monitor Memory usage of Python code. profiling 27 True pythonprofilers/memory_profiler https://github.com/pythonprofilers/memory_profiler BSD-3-Clause 2011-10-14 11:56:14.000 2021-04-19 19:16:50.000 2021-04-19 19:16:50.000 309.0 99.0 2918.0 2018-08-16 03:16:49.000 0.54.0 52.0 87.0 memory_profiler 88.0 636.0 534.0 https://pypi.org/project/memory_profiler 2018-08-16 03:16:49.000 534.0 315419.0 315419.0 2.0
93 91 pyinstrument https://github.com/joerick/pyinstrument Call stack profiler for Python. Shows you why your code is slow!. profiling 27 True joerick/pyinstrument https://github.com/joerick/pyinstrument BSD-3-Clause 2014-03-13 17:53:13.000 2021-05-03 13:06:12.737 2021-05-03 09:03:51.000 105.0 60.0 2771.0 2021-05-03 09:06:06.000 3.4.2 29.0 27.0 conda-forge/pyinstrument pyinstrument 19.0 470.0 399.0 263.0 https://pypi.org/project/pyinstrument 2021-05-03 09:06:06.000 136.0 153723.0 154979.0 https://anaconda.org/conda-forge/pyinstrument 2021-05-03 13:06:12.737 70372.0 2.0
94 92 pudb https://github.com/inducer/pudb Full-screen console debugger for Python. debugging 27 True inducer/pudb https://github.com/inducer/pudb MIT 2011-05-13 23:44:30.000 2021-05-26 22:57:23.000 2021-05-26 22:57:22.000 176.0 132.0 2106.0 2017-09-02 18:52:28.000 2017.1.4 69.0 76.0 conda-forge/pudb pudb 139.0 3772.0 2346.0 https://pypi.org/project/pudb 2021-05-08 20:11:53.000 1426.0 674883.0 676608.0 https://anaconda.org/conda-forge/pudb 2020-04-15 19:25:06.154 100061.0 2.0
95 93 vulture https://github.com/jendrikseipp/vulture Find dead Python code. refactoring 27 True jendrikseipp/vulture https://github.com/jendrikseipp/vulture MIT 2016-08-11 15:39:58.647 2021-05-20 11:30:32.000 2021-04-29 20:36:37.000 77.0 132.0 1671.0 2021-01-16 17:51:40.000 2.3 42.0 28.0 conda-forge/vulture vulture 13.0 679.0 1286.0 926.0 https://pypi.org/project/vulture 2021-01-16 17:49:50.000 360.0 135516.0 136277.0 https://anaconda.org/conda-forge/vulture 2020-08-11 23:14:02.062 43409.0 2.0
96 94 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 2021-04-29 21:15:40.000 2018-03-15 16:54:31.000 592.0 129.0 1614.0 2016-11-25 22:13:29.000 4.0.515 36.0 342.0 diamond 226.0 3219.0 91.0 60.0 https://pypi.org/project/diamond 2016-11-25 22:13:29.000 31.0 34859.0 34859.0 2.0
97 95 flit https://github.com/takluyver/flit Simplified packaging of Python modules. build-tools 27 True takluyver/flit https://github.com/takluyver/flit BSD-3-Clause 2015-03-13 21:22:27.000 2021-05-01 00:36:07.000 2021-04-02 14:17:07.000 70.0 160.0 1422.0 2021-03-01 15:37:10.000 3.1.0 39.0 42.0 conda-forge/flit flit 83.0 895.0 226.0 https://pypi.org/project/flit 2021-03-01 15:37:10.000 226.0 98296.0 99900.0 https://anaconda.org/conda-forge/flit 2021-03-22 11:34:50.479 81817.0 3.0
98 96 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 2021-05-17 18:10:20.000 2021-05-14 03:29:39.000 124.0 191.0 1021.0 2020-09-04 06:38:01.000 0.33.1 43.0 56.0 conda-forge/doit doit 65.0 1366.0 1168.0 702.0 https://pypi.org/project/doit 2020-09-04 06:38:01.000 466.0 209479.0 210806.0 https://anaconda.org/conda-forge/doit 2020-10-11 16:47:23.103 54434.0 3.0
99 97 pytest-benchmark https://github.com/ionelmc/pytest-benchmark py.test fixture for benchmarking code. testing 27 True ionelmc/pytest-benchmark https://github.com/ionelmc/pytest-benchmark BSD-2-Clause 2014-10-10 10:55:33.000 2021-04-29 19:23:45.000 2021-04-17 19:47:14.000 78.0 77.0 762.0 2021-04-17 19:47:26.000 3.4.1 41.0 32.0 ['pytest'] conda-forge/pytest-benchmark pytest-benchmark 71.0 984.0 2528.0 1798.0 https://pypi.org/project/pytest-benchmark 2021-04-17 19:47:26.000 730.0 320006.0 329136.0 https://anaconda.org/conda-forge/pytest-benchmark 2021-04-18 21:19:04.860 566109.0 3.0
100 98 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 27 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 51.0 68.0 709.0 2020-07-06 18:40:33.000 0.9.4 25.0 36.0 ['pytest'] conda-forge/pytest-sugar pytest-sugar 35.0 344.0 11906.0 7326.0 https://pypi.org/project/pytest-sugar 2020-07-06 18:40:33.000 4580.0 493423.0 495605.0 https://anaconda.org/conda-forge/pytest-sugar 2020-09-18 13:41:24.029 98224.0 3.0
101 99 pep8-naming https://github.com/PyCQA/pep8-naming Naming Convention checker for Python. linters 27 False PyCQA/pep8-naming https://github.com/PyCQA/pep8-naming Saxpath 2013-02-09 18:32:52.000 2021-05-01 15:45:56.000 2021-05-01 15:45:56.000 49.0 64.0 299.0 2020-06-16 23:48:52.000 0.11.1 21.0 27.0 conda-forge/pep8-naming pep8-naming 13.0 224.0 9452.0 6424.0 https://pypi.org/project/pep8-naming 2020-06-16 23:48:52.000 3028.0 978103.0 981078.0 https://anaconda.org/conda-forge/pep8-naming 2020-07-01 03:49:33.929 187457.0 2.0
102 100 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 2021-05-26 23:29:58.000 2021-05-26 23:29:58.000 2040.0 1226.0 23519.0 2021-05-23 17:03:23.000 2.0.0 42.0 323.0 pyenv 125.0 2582.0 1.0 https://pypi.org/project/pyenv 2019-01-12 14:49:22.000 1.0 6792.0 6792.0 2.0
103 101 sqlmap https://github.com/sqlmapproject/sqlmap Automatic SQL injection and database takeover tool. security 26 True sqlmapproject/sqlmap https://github.com/sqlmapproject/sqlmap GPL-3.0 2012-06-26 09:52:15.000 2021-05-27 10:29:59.000 2021-05-27 10:29:40.000 4300.0 4271.0 20196.0 2021-03-03 22:08:16.000 1.5.3 67.0 106.0 sqlmap 47.0 9774.0 8.0 https://pypi.org/project/sqlmap 2021-05-01 09:40:03.000 8.0 8015.0 8015.0 2.0
104 102 playwright-python https://github.com/microsoft/playwright-python Python version of the Playwright testing and automation library. testing 26 True microsoft/playwright-python https://github.com/microsoft/playwright-python Apache-2.0 2020-07-01 15:28:13.000 2021-05-26 12:36:29.000 2021-05-26 12:36:29.000 389.0 325.0 4557.0 2021-05-20 21:04:39.000 1.11.2 52.0 20.0 playwright 15.0 363.0 216.0 216.0 https://pypi.org/project/playwright 2021-05-20 21:04:39.000 0.0 58223.0 58223.0 3.0
105 103 pex https://github.com/pantsbuild/pex A library and tool for generating .pex (Python EXecutable) files. packaging 26 True pantsbuild/pex https://github.com/pantsbuild/pex Apache-2.0 2014-07-21 17:06:12.000 2021-05-10 20:48:20.000 2021-05-08 18:59:22.000 194.0 553.0 1884.0 2021-04-29 23:00:08.000 2.1.42 131.0 99.0 pex 133.0 230.0 https://pypi.org/project/pex 2021-04-29 23:00:51.000 230.0 129271.0 134927.0 2.0 305429.0
106 104 prospector https://github.com/PyCQA/prospector Inspects Python source files and provides information about type and location of classes, methods etc. code-metrics 26 True PyCQA/prospector https://github.com/PyCQA/prospector GPL-2.0 2013-08-05 07:26:30.000 2021-05-24 17:20:46.000 2020-10-21 22:30:57.000 123.0 211.0 1426.0 2020-10-21 22:32:26.000 1.3.1 91.0 67.0 conda-forge/prospector prospector 51.0 1051.0 3382.0 2244.0 https://pypi.org/project/prospector 2020-10-21 22:31:43.000 1138.0 362784.0 363204.0 https://anaconda.org/conda-forge/prospector 2020-11-18 00:26:14.628 23980.0 2.0
107 105 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 2021-05-10 09:29:30.000 2020-10-18 16:56:10.000 234.0 389.0 1299.0 2020-10-06 16:13:40.000 0.12.10 617.0 35.0 pybuilder 87.0 1284.0 110.0 https://pypi.org/project/pybuilder 2021-05-07 22:11:38.000 110.0 19617.0 19617.0 3.0
108 106 pytest-bdd https://github.com/pytest-dev/pytest-bdd BDD library for the py.test runner. testing 26 True pytest-dev/pytest-bdd https://github.com/pytest-dev/pytest-bdd MIT 2013-03-29 07:27:43.000 2021-05-27 11:43:32.000 2021-04-29 11:51:53.000 131.0 128.0 820.0 2020-12-07 12:41:15.000 4.0.2 89.0 40.0 ['pytest'] conda-forge/pytest-bdd pytest-bdd 102.0 658.0 268.0 https://pypi.org/project/pytest-bdd 2020-12-07 12:41:15.000 268.0 184095.0 185229.0 https://anaconda.org/conda-forge/pytest-bdd 2020-02-03 16:53:59.114 27218.0 3.0
109 107 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 26 True pympler/pympler https://github.com/pympler/pympler Apache-2.0 2012-10-04 23:35:16.000 2021-05-25 14:39:54.000 2020-10-15 19:16:49.000 67.0 46.0 770.0 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 439144.0 442462.0 https://anaconda.org/conda-forge/pympler 2020-10-14 22:08:39.935 165948.0 3.0
110 108 pdbpp https://github.com/pdbpp/pdbpp pdb++, a drop-in replacement for pdb (the Python debugger). debugging 26 True pdbpp/pdbpp https://github.com/pdbpp/pdbpp BSD-3-Clause 2017-06-11 13:42:16.000 2021-05-12 20:31:02.000 2021-04-30 20:58:34.000 41.0 108.0 740.0 2019-10-04 12:04:09.000 0.10.2 25.0 39.0 conda-forge/pdbpp pdbpp 56.0 685.0 3081.0 2053.0 https://pypi.org/project/pdbpp 2019-10-04 12:04:09.000 1028.0 345373.0 346638.0 https://anaconda.org/conda-forge/pdbpp 2019-05-07 20:32:36.208 56962.0 2.0
111 109 green https://github.com/CleanCut/green Green is a clean, colorful, fast python test runner. testing 26 True CleanCut/green https://github.com/CleanCut/green MIT 2014-04-01 20:08:18.000 2021-04-28 04:27:10.000 2021-04-28 04:25:32.000 74.0 160.0 698.0 2021-04-28 04:27:10.000 3.2.6 140.0 37.0 conda-forge/green green 4.0 1041.0 938.0 580.0 https://pypi.org/project/green 2021-04-28 04:27:10.000 358.0 17107.0 18873.0 https://anaconda.org/conda-forge/green 2020-11-12 18:09:27.157 77730.0 3.0
112 110 Yappi https://github.com/sumerc/yappi Yet Another Python Profiler, but this time thread&coroutine&greenlet aware. profiling 26 True sumerc/yappi https://github.com/sumerc/yappi MIT 2009-10-07 20:46:30.000 2021-03-23 08:19:22.000 2021-03-23 08:19:22.000 44.0 32.0 641.0 2020-11-27 15:28:40.000 1.3.2 17.0 22.0 conda-forge/yappi yappi 12.0 639.0 1051.0 411.0 https://pypi.org/project/yappi 2020-11-27 15:28:40.000 640.0 147905.0 149550.0 https://anaconda.org/conda-forge/yappi 2020-11-28 16:22:51.992 77359.0 3.0
113 111 setuptools_scm https://github.com/pypa/setuptools_scm the blessed package to manage your versions by scm tags. build-tools 26 True pypa/setuptools_scm https://github.com/pypa/setuptools_scm MIT 2015-07-01 17:57:56.000 2021-05-24 17:35:10.000 2021-05-24 17:35:10.000 135.0 260.0 461.0 2020-12-13 22:17:40.000 5.0.1 47.0 84.0 conda-forge/setuptools_scm setuptools_scm 70.0 694.0 https://pypi.org/project/setuptools_scm 2018-08-09 06:35:57.000 694.0 12904581.0 12915081.0 https://anaconda.org/conda-forge/setuptools_scm 2021-03-17 16:05:30.451 651043.0 3.0
114 112 python-coloredlogs https://github.com/xolox/python-coloredlogs Colored terminal output for Python's logging module. logging 26 True xolox/python-coloredlogs https://github.com/xolox/python-coloredlogs MIT 2013-05-30 18:57:12.000 2020-12-10 13:10:51.000 2020-12-10 13:09:55.000 36.0 49.0 415.0 2018-04-29 22:06:15.000 9.3.1 62.0 16.0 coloredlogs 23.0 271.0 9862.0 7766.0 https://pypi.org/project/coloredlogs 2020-12-10 13:10:51.000 2096.0 1632535.0 1632535.0 3.0
115 113 autoflake https://github.com/myint/autoflake Removes unused imports and unused variables as reported by pyflakes. refactoring 26 True myint/autoflake https://github.com/myint/autoflake MIT 2012-12-27 03:40:17.000 2021-05-26 15:10:21.374 2020-12-27 17:36:40.000 44.0 33.0 387.0 2019-08-04 15:14:24.000 1.3.1 36.0 17.0 conda-forge/autoflake autoflake 33.0 439.0 2786.0 2206.0 https://pypi.org/project/autoflake 2019-08-04 15:14:24.000 580.0 947320.0 951843.0 https://anaconda.org/conda-forge/autoflake 2021-05-26 15:10:21.374 113076.0 2.0
116 114 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 2021-05-20 18:56:40.000 2021-04-15 00:19:06.000 65.0 70.0 341.0 2020-10-12 20:37:53.000 1.11.1 28.0 29.0 ['sphinx'] conda-forge/sphinx-autodoc-typehints sphinx-autodoc-typehints 44.0 174.0 1380.0 https://pypi.org/project/sphinx-autodoc-typehints 2020-10-12 20:37:53.000 1380.0 335044.0 339202.0 https://anaconda.org/conda-forge/sphinx-autodoc-typehints 2021-04-15 04:06:00.666 174652.0 2.0
117 115 darglint https://github.com/terrencepreilly/darglint A python documentation linter which checks that the docstring description matches the definition. linters 26 True terrencepreilly/darglint https://github.com/terrencepreilly/darglint MIT 2017-09-25 14:11:21.000 2021-04-20 18:35:00.000 2021-04-04 23:02:21.000 24.0 91.0 310.0 2021-02-22 05:24:56.000 1.7.0 47.0 21.0 conda-forge/darglint darglint 37.0 495.0 437.0 417.0 https://pypi.org/project/darglint 2021-02-22 05:24:56.000 20.0 174494.0 175105.0 https://anaconda.org/conda-forge/darglint 2021-04-05 00:44:14.308 12234.0 2.0
118 116 pytest-mypy https://github.com/dbader/pytest-mypy Mypy static type checker plugin for Pytest. testing 26 True dbader/pytest-mypy https://github.com/dbader/pytest-mypy MIT 2016-09-29 14:39:23.000 2021-03-21 15:51:09.000 2021-03-21 15:48:31.000 31.0 34.0 188.0 2021-03-21 15:51:09.000 0.8.1 17.0 15.0 ['pytest'] conda-forge/pytest-mypy pytest-mypy 9.0 216.0 1326.0 1060.0 https://pypi.org/project/pytest-mypy 2021-03-21 15:51:09.000 266.0 301660.0 302282.0 https://anaconda.org/conda-forge/pytest-mypy 2020-11-24 14:50:18.057 9341.0 3.0
119 117 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 21.0 108.0 2020-08-07 21:45:21.000 0.4.0 16.0 10.0 conda-forge/gast gast 4.0 80.0 59796.0 56408.0 https://pypi.org/project/gast 2020-08-07 21:45:21.000 3388.0 8328218.0 8358723.0 https://anaconda.org/conda-forge/gast 2020-08-07 22:36:47.303 1098210.0 3.0
120 118 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 25 True cs01/gdbgui https://github.com/cs01/gdbgui GPL-3.0 2016-10-27 03:19:25.000 2021-05-24 23:57:37.000 2020-12-21 02:51:39.000 473.0 159.0 7969.0 2021-05-20 07:34:40.000 0.13.2.2 91.0 35.0 gdbgui 114.0 420.0 91.0 89.0 https://pypi.org/project/gdbgui 2021-05-20 07:33:03.000 2.0 82850.0 83215.0 3.0 3652.0
121 119 pyright https://github.com/microsoft/pyright Static type checker for Python. linters 25 True Microsoft/pyright https://github.com/microsoft/pyright MIT 2019-03-12 03:38:46.000 2021-05-26 22:09:17.000 2021-05-26 22:03:25.000 331.0 1565.0 6759.0 2021-05-26 22:09:18.000 1.1.144 228.0 55.0 10.0 81.0 77.0 83712.0 2.0 -3.0 pyright https://www.npmjs.com/package/pyright 2021-05-26 22:05:30.912 4.0 83712.0
122 120 mamba https://github.com/mamba-org/mamba The Fast Cross-Platform Package Manager. dependency-managers 25 True mamba-org/mamba https://github.com/mamba-org/mamba BSD-3-Clause 2019-03-05 13:05:10.000 2021-05-26 19:34:32.000 2021-05-26 19:34:31.000 89.0 311.0 1617.0 71.0 50.0 conda-forge/mamba 138.0 1282.0 318.0 318.0 32021.0 https://anaconda.org/conda-forge/mamba 2021-05-12 22:31:43.620 832557.0 3.0
123 121 pyarmor https://github.com/dashingsoft/pyarmor A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts. security 25 False dashingsoft/pyarmor https://github.com/dashingsoft/pyarmor SGI-B-2.0 2017-08-26 04:11:53.000 2021-05-25 13:46:49.000 2021-05-25 13:46:38.000 133.0 491.0 954.0 2021-05-20 01:00:52.000 6.7.1 221.0 14.0 pyarmor 9.0 3098.0 213.0 203.0 https://pypi.org/project/pyarmor 2021-05-20 00:58:12.000 10.0 88652.0 88652.0 3.0 18.0
124 122 pylama https://github.com/klen/pylama Code audit tool for python. linters 25 False klen/pylama https://github.com/klen/pylama LGPL-3.0 2012-08-17 10:10:10.000 2021-04-25 06:43:44.000 2019-04-10 18:20:19.000 77.0 53.0 779.0 2019-04-10 18:20:47.000 7.7.1 99.0 41.0 pylama 72.0 689.0 3393.0 2389.0 https://pypi.org/project/pylama 2019-04-10 18:20:47.000 1004.0 91119.0 91119.0 2.0
125 123 typeguard https://github.com/agronholm/typeguard Run-time type checker for Python. debugging 25 True agronholm/typeguard https://github.com/agronholm/typeguard MIT 2015-12-27 23:15:37.000 2021-05-26 09:48:39.000 2021-04-01 17:47:35.000 57.0 113.0 642.0 2021-04-01 18:09:22.000 2.12.0 40.0 17.0 conda-forge/typeguard typeguard 35.0 235.0 158.0 https://pypi.org/project/typeguard 2021-04-01 18:09:22.000 158.0 3029909.0 3031330.0 https://anaconda.org/conda-forge/typeguard 2021-04-01 19:27:48.947 39802.0 3.0
126 124 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 2021-03-25 19:51:14.000 2021-03-25 19:51:14.000 129.0 300.0 588.0 2020-05-16 12:35:26.000 0.4.2 16.0 53.0 conda-forge/asv asv 111.0 1889.0 243.0 155.0 https://pypi.org/project/asv 2020-05-16 12:33:41.000 88.0 14545.0 23098.0 https://anaconda.org/conda-forge/asv 2021-02-16 18:17:19.627 444769.0 3.0
127 125 sphinx-bootstrap-theme https://github.com/ryan-roemer/sphinx-bootstrap-theme Sphinx Bootstrap Theme. documentation 25 False ryan-roemer/sphinx-bootstrap-theme https://github.com/ryan-roemer/sphinx-bootstrap-theme MIT 2011-12-07 14:53:00.000 2021-01-13 12:56:13.000 2019-09-25 19:17:09.000 203.0 78.0 576.0 2019-03-29 17:57:28.000 0.7.1 56.0 37.0 ['sphinx'] sphinx-bootstrap-theme 57.0 393.0 2986.0 2010.0 https://pypi.org/project/sphinx-bootstrap-theme 2019-03-29 17:57:28.000 976.0 41194.0 41194.0 2.0
128 126 PyHamcrest https://github.com/hamcrest/PyHamcrest Hamcrest matchers for Python. testing 25 True hamcrest/PyHamcrest https://github.com/hamcrest/PyHamcrest BSD-3-Clause 2010-12-24 02:55:56.000 2021-03-12 17:18:45.000 2021-03-08 10:35:21.000 81.0 48.0 546.0 2020-03-02 14:42:32.000 2.0.2 22.0 34.0 conda-forge/pyhamcrest pyhamcrest 10.0 3392.0 https://pypi.org/project/pyhamcrest 2020-03-02 14:42:32.000 3392.0 1013707.0 1019646.0 https://anaconda.org/conda-forge/pyhamcrest 2020-03-02 15:36:14.195 356366.0 3.0
129 127 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 2021-04-30 11:53:47.000 2021-04-30 11:53:35.000 76.0 92.0 441.0 2017-12-31 01:13:41.000 1.3.4 28.0 44.0 conda-forge/paver paver 37.0 533.0 1908.0 https://pypi.org/project/paver 2017-12-31 01:13:41.000 1908.0 37622.0 38023.0 https://anaconda.org/conda-forge/paver 2018-07-24 12:48:36.122 21672.0 3.0
130 128 sphinx-autobuild https://github.com/executablebooks/sphinx-autobuild Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a livereload enabled.. documentation 25 True executablebooks/sphinx-autobuild https://github.com/executablebooks/sphinx-autobuild MIT 2013-12-25 17:09:56.000 2021-05-12 13:27:08.000 2021-03-14 13:43:08.000 48.0 44.0 329.0 2021-03-14 13:46:47.000 2021.3.14 15.0 17.0 ['sphinx'] conda-forge/sphinx-autobuild sphinx-autobuild 12.0 4682.0 https://pypi.org/project/sphinx-autobuild 2021-03-14 13:46:47.000 4682.0 160593.0 161723.0 https://anaconda.org/conda-forge/sphinx-autobuild 2021-03-14 17:15:24.297 55374.0 2.0
131 129 flake8-import-order https://github.com/PyCQA/flake8-import-order Flake8 plugin that checks import order against various Python Style Guides. linters 25 True PyCQA/flake8-import-order https://github.com/PyCQA/flake8-import-order LGPL-3.0 2014-03-16 12:46:09.000 2021-03-12 04:22:24.000 2020-08-04 12:21:12.000 61.0 85.0 238.0 2019-03-04 08:39:11.000 0.18.1 34.0 40.0 ['flake8'] conda-forge/flake8-import-order flake8-import-order 11.0 274.0 1892.0 https://pypi.org/project/flake8-import-order 2019-03-04 08:39:11.000 1892.0 393014.0 396517.0 https://anaconda.org/conda-forge/flake8-import-order 2019-03-06 03:48:48.199 189187.0 2.0
132 130 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 2021-04-22 19:51:35.000 2021-04-22 19:51:21.000 30.0 70.0 229.0 40.0 19.0 conda-forge/check-manifest check-manifest 15.0 520.0 6968.0 5164.0 https://pypi.org/project/check-manifest 2021-01-04 14:37:14.000 1804.0 194756.0 195699.0 https://anaconda.org/conda-forge/check-manifest 2021-01-04 16:36:49.618 27373.0 2.0
133 131 flake8-quotes https://github.com/zheller/flake8-quotes Flake8 extension for checking quotes in python. linters 25 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 33.0 39.0 127.0 2020-05-12 23:46:28.000 3.2.0 37.0 28.0 ['flake8'] conda-forge/flake8-quotes flake8-quotes 3.0 99.0 4523.0 3119.0 https://pypi.org/project/flake8-quotes 2020-05-12 23:46:28.000 1404.0 639594.0 649628.0 https://anaconda.org/conda-forge/flake8-quotes 2020-05-13 00:39:59.431 561911.0 2.0
134 132 Scalene https://github.com/plasma-umass/scalene Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python. profiling 24 True emeryberger/scalene https://github.com/plasma-umass/scalene Apache-2.0 2019-12-17 20:56:28.000 2021-05-27 14:12:32.000 2021-05-27 01:56:39.000 141.0 83.0 3991.0 2021-05-14 13:56:43.000 1.3.4 105.0 19.0 scalene 21.0 1471.0 43.0 43.0 https://pypi.org/project/scalene 2021-05-15 18:35:59.000 0.0 4424.0 4424.0 3.0 plasma-umass/scalene
135 133 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 2021-05-18 05:55:23.000 2021-01-08 01:36:09.000 94.0 46.0 2409.0 2021-01-08 01:37:28.000 1.6.2 19.0 1.0 conda-forge/alive-progress alive-progress 22.0 246.0 305.0 305.0 https://pypi.org/project/alive-progress 2021-01-08 01:37:28.000 0.0 12278.0 12767.0 https://anaconda.org/conda-forge/alive-progress 2021-01-08 03:33:35.990 7349.0 3.0
136 134 pytest-testinfra https://github.com/pytest-dev/pytest-testinfra Testinfra test your infrastructures. testing 24 True pytest-dev/pytest-testinfra https://github.com/pytest-dev/pytest-testinfra Apache-2.0 2015-03-15 20:49:52.000 2021-05-11 09:19:47.000 2021-05-11 09:19:47.000 272.0 196.0 1900.0 2021-04-18 09:46:10.000 6.3.0 4.0 103.0 ['pytest'] pytest-testinfra 111.0 661.0 0.0 https://pypi.org/project/pytest-testinfra 2021-03-18 20:54:27.000 0.0 97400.0 97400.0 3.0
137 135 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 2021-05-10 19:26:12.000 2020-12-30 22:21:45.000 72.0 53.0 1870.0 2019-10-05 13:00:41.000 1.2.1 26.0 14.0 notifiers 38.0 377.0 140.0 134.0 https://pypi.org/project/notifiers 2019-10-05 13:00:41.000 6.0 284613.0 284613.0 3.0
138 136 dephell https://github.com/dephell/dephell Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build.. dependency-managers 24 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 98.0 161.0 1713.0 2020-04-28 06:31:17.000 .0.8.3 30.0 37.0 dephell 100.0 2145.0 198.0 190.0 https://pypi.org/project/dephell 2020-04-28 06:29:24.000 8.0 19338.0 19343.0 3.0 126.0
139 137 uiautomator https://github.com/xiaocong/uiautomator Python wrapper of Android uiautomator test tool. testing 24 True xiaocong/uiautomator https://github.com/xiaocong/uiautomator MIT 2013-08-18 03:38:50.000 2020-12-29 05:34:09.000 2020-11-16 01:36:32.000 589.0 115.0 1675.0 2020-11-16 03:43:07.000 1.0.2 41.0 13.0 uiautomator 171.0 316.0 308.0 186.0 https://pypi.org/project/uiautomator 2020-11-16 03:43:07.000 122.0 9976.0 9976.0 3.0
140 138 pytest-watch https://github.com/joeyespo/pytest-watch Local continuous test runner with pytest and watchdog. testing 24 False joeyespo/pytest-watch https://github.com/joeyespo/pytest-watch MIT 2015-01-12 02:08:20.000 2021-01-29 17:57:16.000 2019-06-15 20:36:43.000 48.0 41.0 566.0 2018-05-20 19:52:16.000 4.2.0 17.0 16.0 ['pytest'] conda-forge/pytest-watch pytest-watch 39.0 183.0 2936.0 2154.0 https://pypi.org/project/pytest-watch 2018-05-20 19:52:16.000 782.0 226754.0 227795.0 https://anaconda.org/conda-forge/pytest-watch 2021-01-18 20:02:36.906 41641.0 3.0
141 139 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 2021-05-27 14:55:19.000 2021-05-27 14:55:19.000 90.0 175.0 549.0 2021-01-01 01:16:23.000 2020.12.31 18.0 57.0 ['pytest'] conda-forge/nox nox 50.0 603.0 547.0 https://pypi.org/project/nox 2021-01-01 01:16:23.000 56.0 311253.0 312152.0 https://anaconda.org/conda-forge/nox 2021-01-06 20:13:32.270 27877.0 3.0
142 140 pytest-testmon https://github.com/tarpas/pytest-testmon Selects tests affected by changed files. Continous test runner when used with pytest-watch. testing 24 True tarpas/pytest-testmon https://github.com/tarpas/pytest-testmon AGPL-3.0 2015-02-02 14:21:10.000 2021-04-30 14:52:41.000 2021-04-30 14:52:24.000 28.0 82.0 477.0 2021-04-28 12:52:09.000 1.1.1 35.0 16.0 ['pytest'] conda-forge/pytest-testmon pytest-testmon 28.0 280.0 399.0 301.0 https://pypi.org/project/pytest-testmon 2021-04-28 12:47:25.000 98.0 87104.0 87868.0 https://anaconda.org/conda-forge/pytest-testmon 2019-08-03 00:17:17.063 29822.0 3.0
143 141 Mamba Test Runner https://github.com/nestorsalceda/mamba The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD). testing 24 True nestorsalceda/mamba https://github.com/nestorsalceda/mamba MIT 2013-03-12 18:53:42.000 2021-03-29 16:44:43.000 2020-11-16 12:31:58.000 63.0 52.0 465.0 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 18499.0 18499.0 3.0
144 142 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 2021-03-31 05:13:31.000 2021-02-25 22:40:31.000 54.0 59.0 353.0 29.0 27.0 mypy-protobuf 12.0 252.0 246.0 222.0 https://pypi.org/project/mypy-protobuf 2021-02-04 23:42:23.000 24.0 408966.0 408966.0 3.0 -1.0
145 143 pytest-randomly https://github.com/pytest-dev/pytest-randomly Pytest plugin to randomly order tests and control random.seed. testing 24 True pytest-dev/pytest-randomly https://github.com/pytest-dev/pytest-randomly MIT 2016-04-08 15:48:10.000 2021-05-22 11:30:48.000 2021-05-22 11:30:47.000 22.0 34.0 316.0 2021-05-10 11:00:33.000 3.8.0 23.0 15.0 pytest-randomly 7.0 214.0 https://pypi.org/project/pytest-randomly 2021-05-10 11:00:33.000 214.0 590986.0 590986.0 3.0
146 144 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 2021-05-20 20:15:33.000 2021-04-24 12:57:17.000 34.0 68.0 230.0 2021-04-24 13:10:04.000 0.10.4.0 10.0 14.0 py2exe 5.0 965.0 1481.0 1135.0 https://pypi.org/project/py2exe 2021-04-24 13:15:25.000 346.0 30787.0 31143.0 2.0 9280.0
147 145 docformatter https://github.com/myint/docformatter Formats docstrings to follow PEP 257. formatters 24 True myint/docformatter https://github.com/myint/docformatter MIT 2012-05-26 21:40:48.000 2021-04-15 20:42:40.000 2020-12-27 18:10:35.000 31.0 22.0 213.0 2019-11-10 16:23:03.000 1.3.1 48.0 15.0 docformatter 27.0 441.0 711.0 601.0 https://pypi.org/project/docformatter 2020-12-27 18:11:12.000 110.0 64254.0 64254.0 3.0
148 146 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 24 True ronaldoussoren/py2app https://github.com/ronaldoussoren/py2app MIT 2020-01-14 11:27:41.000 2021-05-14 20:21:54.000 2021-04-06 08:23:10.000 8.0 196.0 128.0 2021-04-06 08:27:25.000 0.24 39.0 24.0 py2app 149.0 598.0 5317.0 3675.0 https://pypi.org/project/py2app 2021-04-06 08:25:30.000 1642.0 14719.0 14719.0 2.0
149 147 asteval https://github.com/newville/asteval minimalistic evaluator of python expression using ast module. ast 24 True newville/asteval https://github.com/newville/asteval MIT 2012-03-31 22:10:33.000 2021-05-19 04:10:46.000 2021-05-19 04:10:36.000 28.0 42.0 121.0 2021-02-26 19:45:01.000 0.9.23 23.0 17.0 conda-forge/asteval asteval 5.0 393.0 791.0 553.0 https://pypi.org/project/asteval 2021-02-26 19:45:01.000 238.0 122444.0 124726.0 https://anaconda.org/conda-forge/asteval 2021-02-27 14:24:12.922 125545.0 3.0
150 148 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 2021-04-21 08:08:03.000 2020-08-11 08:04:26.000 35.0 37.0 108.0 2020-08-11 08:04:21.000 4.0.0 31.0 28.0 ['flake8'] conda-forge/flake8-isort flake8-isort 9.0 257.0 3743.0 2815.0 https://pypi.org/project/flake8-isort 2020-08-11 08:04:21.000 928.0 430672.0 431277.0 https://anaconda.org/conda-forge/flake8-isort 2020-08-11 09:43:27.627 11500.0 3.0
151 149 xdoctest https://github.com/Erotemic/xdoctest A rewrite of Python's builtin doctest module (with pytest plugin integration) but without all the weirdness. testing 24 True Erotemic/xdoctest https://github.com/Erotemic/xdoctest Apache-2.0 2017-09-24 01:59:02.000 2021-05-27 01:54:16.000 2021-02-19 04:28:57.000 5.0 16.0 95.0 2021-01-29 16:18:48.000 0.15.4 56.0 5.0 xdoctest 16.0 585.0 1047.0 995.0 https://pypi.org/project/xdoctest 2021-01-29 16:18:48.000 52.0 79538.0 79538.0 3.0 conda-forge/xdoctest
152 150 Bpytop https://github.com/aristocratos/bpytop Linux/OSX/FreeBSD resource monitor. profiling 23 True aristocratos/bpytop https://github.com/aristocratos/bpytop Apache-2.0 2020-07-01 17:41:25.000 2021-05-24 22:37:37.000 2021-05-02 10:13:40.000 254.0 198.0 6560.0 2021-05-02 08:59:00.000 1.0.65 50.0 28.0 bpytop 38.0 382.0 https://pypi.org/project/bpytop 2021-05-02 08:59:00.000 10868.0 10868.0 3.0
153 151 better-exceptions https://github.com/Qix-/better-exceptions Pretty and useful exceptions in Python, automatically. logging 23 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 16:48:11.000 195.0 41.0 3931.0 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 34665.0 34665.0 3.0
154 152 pipx https://github.com/pypa/pipx Install and Run Python Applications in Isolated Environments. dependency-managers 23 True pipxproject/pipx https://github.com/pypa/pipx MIT 2018-10-06 18:47:46.000 2021-05-27 09:36:27.000 2021-05-27 09:36:27.000 158.0 319.0 3604.0 2021-04-29 08:09:23.000 0.16.2.1 44.0 56.0 pipx 67.0 457.0 4.0 https://pypi.org/project/pipx 2021-04-29 08:21:41.000 4.0 54527.0 54527.0 3.0 pypa/pipx
155 153 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 2021-04-22 04:53:12.032 2021-01-04 03:14:37.000 331.0 38.0 3556.0 2021-04-21 01:48:52.000 3.17.0 165.0 16.0 conda-forge/rebound rebound 20.0 166.0 33.0 19.0 https://pypi.org/project/rebound 2021-04-21 01:48:52.000 14.0 1500.0 4082.0 https://anaconda.org/conda-forge/rebound 2021-04-22 04:53:12.032 123791.0 3.0 165.0
156 154 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 2021-05-24 15:55:07.000 2021-05-24 15:55:07.000 126.0 105.0 3371.0 2021-05-21 22:24:36.000 21.5.0 21.0 36.0 conda-forge/monkeytype monkeytype 37.0 153.0 119.0 https://pypi.org/project/monkeytype 2021-05-21 22:24:36.000 34.0 46633.0 47430.0 https://anaconda.org/conda-forge/monkeytype 2021-05-22 12:13:35.937 31903.0 2.0 -1.0
157 155 Bowler https://github.com/facebookincubator/Bowler Safe code refactoring for modern Python. refactoring 23 True facebookincubator/Bowler https://github.com/facebookincubator/Bowler MIT 2018-06-07 21:44:17.000 2021-03-01 11:41:45.000 2021-02-21 23:09:11.000 85.0 34.0 1292.0 2020-09-17 01:55:39.000 0.9.0 8.0 26.0 conda-forge/bowler bowler 46.0 182.0 10.0 https://pypi.org/project/bowler 2020-09-17 01:55:39.000 10.0 50262.0 50581.0 https://anaconda.org/conda-forge/bowler 2019-06-12 18:37:14.246 9577.0 2.0
158 156 stackprinter https://github.com/cknd/stackprinter Debugging-friendly exceptions for Python. logging 23 True cknd/stackprinter https://github.com/cknd/stackprinter MIT 2018-09-05 10:58:47.000 2021-03-18 20:44:50.000 2021-01-01 18:48:26.000 31.0 13.0 1134.0 2020-10-31 13:10:42.000 0.2.5 14.0 6.0 stackprinter 9.0 159.0 58.0 54.0 https://pypi.org/project/stackprinter 2020-10-31 13:06:59.000 4.0 50222.0 50222.0 3.0 -1.0
159 157 pyupgrade https://github.com/asottile/pyupgrade A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language. refactoring 23 True asottile/pyupgrade https://github.com/asottile/pyupgrade MIT 2017-02-28 17:50:31.000 2021-05-26 16:28:49.000 2021-05-25 02:35:17.000 65.0 167.0 975.0 2021-05-25 02:35:37.000 2.18.3 97.0 18.0 conda-forge/pyupgrade pyupgrade 16.0 675.0 10.0 https://pypi.org/project/pyupgrade 2021-05-25 02:35:37.000 10.0 141309.0 148829.0 https://anaconda.org/conda-forge/pyupgrade 2021-05-25 04:47:54.624 210576.0 2.0
160 158 pdoc https://github.com/mitmproxy/pdoc API Documentation for Python Projects. documentation 23 True mitmproxy/pdoc https://github.com/mitmproxy/pdoc Unlicense 2013-08-04 21:12:50.000 2021-05-22 12:05:34.000 2021-05-21 15:57:57.000 105.0 157.0 911.0 2021-05-21 16:03:12.000 7.0.1 62.0 29.0 pdoc 3.0 603.0 315.0 https://pypi.org/project/pdoc 2021-05-21 16:03:12.000 288.0 51440.0 51440.0 3.0
161 159 pycco https://github.com/pycco-docs/pycco Literate-style documentation generator. documentation 23 False pycco-docs/pycco https://github.com/pycco-docs/pycco MIT 2010-06-29 07:02:31.000 2021-03-29 17:53:40.000 2019-12-20 19:59:49.000 132.0 28.0 745.0 2018-07-25 01:42:48.000 0.6.0 11.0 36.0 pycco 27.0 222.0 444.0 220.0 https://pypi.org/project/pycco 2018-07-25 01:42:48.000 224.0 2999.0 2999.0 3.0
162 160 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 46.0 578.0 2019-03-17 19:03:54.000 0.9.2 15.0 34.0 redbaron 59.0 1669.0 459.0 287.0 https://pypi.org/project/redbaron 2019-03-17 18:59:01.000 172.0 37121.0 37121.0 2.0
163 161 flake8-comprehensions https://github.com/adamchainz/flake8-comprehensions A flake8 plugin to help you write better list/set/dict comprehensions. linters 23 True adamchainz/flake8-comprehensions https://github.com/adamchainz/flake8-comprehensions MIT 2016-04-05 12:15:56.000 2021-05-22 11:30:44.000 2021-05-22 11:30:43.000 13.0 30.0 273.0 2021-05-10 12:24:46.000 3.5.0 27.0 10.0 ['flake8'] conda-forge/flake8-comprehensions flake8-comprehensions 7.0 714.0 https://pypi.org/project/flake8-comprehensions 2021-05-10 12:24:46.000 714.0 544171.0 550425.0 https://anaconda.org/conda-forge/flake8-comprehensions 2021-05-10 17:44:18.389 337727.0 3.0
164 162 data-science-types https://github.com/predictive-analytics-lab/data-science-types Mypy stubs, i.e., type information, for numpy, pandas and matplotlib. linters 23 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 58.0 23.0 184.0 2021-02-16 16:47:31.000 0.2.23 26.0 44.0 data-science-types 39.0 446.0 81.0 81.0 https://pypi.org/project/data-science-types 2021-02-16 16:45:03.000 0.0 15532.0 15532.0 3.0 3.0
165 163 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 2021-05-17 12:17:42.000 2021-05-13 11:10:52.000 91.0 48.0 4778.0 2021-04-16 18:37:56.000 2.1.0 14.0 13.0 icecream 18.0 206.0 6.0 https://pypi.org/project/icecream 2021-01-27 01:30:01.000 6.0 56730.0 56730.0 3.0
166 164 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 2021-02-20 07:50:28.000 2021-02-20 07:47:40.000 165.0 56.0 3742.0 2018-06-24 14:16:36.000 0.37.6 24.0 17.0 vprof 23.0 619.0 91.0 73.0 https://pypi.org/project/vprof 2020-02-29 13:31:59.000 18.0 2307.0 2307.0 3.0
167 165 pyt https://github.com/python-security/pyt A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications. security 22 False 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 2043.0 2018-11-01 16:02:57.000 0.42 15.0 22.0 python-taint 20.0 1576.0 67.0 45.0 https://pypi.org/project/python-taint 2018-11-01 16:02:04.000 22.0 2225.0 2227.0 3.0 60.0
168 166 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 2021-05-17 05:55:37.000 2020-08-26 00:32:16.000 185.0 125.0 1691.0 2017-11-22 14:27:35.000 2.7.0 37.0 56.0 sixpack 88.0 828.0 12.0 8.0 https://pypi.org/project/sixpack 2017-11-22 14:27:35.000 4.0 294.0 294.0 3.0
169 167 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 2021-05-27 06:26:33.000 2021-05-27 06:26:18.000 156.0 592.0 714.0 2021-04-14 09:46:22.000 6.6 18.0 90.0 conda-forge/cx_freeze cx_freeze 59.0 153.0 https://pypi.org/project/cx_freeze 2017-12-16 18:09:35.000 153.0 34659.0 37198.0 https://anaconda.org/conda-forge/cx_freeze 2021-04-17 10:45:33.022 71109.0 3.0
170 168 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 2021-05-05 02:30:09.000 2021-03-28 16:12:50.000 101.0 128.0 704.0 2020-07-03 08:11:24.000 2.5.1 21.0 27.0 pynsist 25.0 541.0 88.0 https://pypi.org/project/pynsist 2021-03-28 16:28:58.000 88.0 1746.0 1746.0 3.0
171 169 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 2021-05-16 05:51:45.000 2021-05-16 05:47:30.000 31.0 46.0 618.0 2021-05-08 17:00:59.000 3.3.3 43.0 8.0 hunter 37.0 940.0 93.0 59.0 https://pypi.org/project/hunter 2021-05-04 15:03:38.000 34.0 6245.0 6245.0 3.0
172 170 snoop https://github.com/alexmojaki/snoop A powerful set of Python debugging tools, based on PySnooper. debugging 22 True alexmojaki/snoop https://github.com/alexmojaki/snoop MIT 2019-05-13 18:45:35.000 2021-05-11 18:59:06.000 2021-03-26 18:40:56.000 19.0 16.0 549.0 2021-03-26 18:41:23.000 0.3.0 10.0 20.0 snoop 13.0 390.0 51.0 43.0 https://pypi.org/project/snoop 2021-03-26 18:41:23.000 8.0 55496.0 55496.0 3.0
173 171 python-manhole https://github.com/ionelmc/python-manhole Debugging manhole for python applications. debugging 22 True ionelmc/python-manhole https://github.com/ionelmc/python-manhole BSD-2-Clause 2013-06-26 21:49:34.000 2021-04-08 20:15:04.000 2021-04-08 17:55:02.000 15.0 15.0 310.0 2021-04-08 20:14:54.000 1.8.0 22.0 10.0 manhole 5.0 484.0 135.0 69.0 https://pypi.org/project/manhole 2021-04-08 20:14:54.000 66.0 11190.0 11190.0 3.0
174 172 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 2021-05-17 07:15:48.000 2021-05-15 00:27:01.000 20.0 19.0 259.0 2020-11-03 22:11:18.000 1.3.2 13.0 9.0 interrogate 11.0 140.0 576.0 576.0 https://pypi.org/project/interrogate 2021-05-15 00:17:44.000 0.0 65189.0 65189.0 3.0
175 173 baron https://github.com/PyCQA/baron IDE allow you to refactor code, Baron allows you to write refactoring code. refactoring 22 False PyCQA/baron https://github.com/PyCQA/baron LGPL-3.0 2013-03-21 12:19:00.000 2021-01-31 10:24:10.000 2020-02-10 02:47:14.000 50.0 29.0 257.0 2019-02-25 23:55:38.000 0.8 19.0 31.0 baron 46.0 1489.0 266.0 154.0 https://pypi.org/project/baron 2019-02-01 15:17:04.000 112.0 37512.0 37512.0 3.0
176 174 flake8-eradicate https://github.com/wemake-services/flake8-eradicate Flake8 plugin to find commented out or dead code. linters 22 True wemake-services/flake8-eradicate https://github.com/wemake-services/flake8-eradicate MIT 2018-09-21 06:58:51.000 2021-05-25 20:05:30.000 2021-05-17 02:14:37.000 7.0 24.0 189.0 2020-10-12 08:27:22.000 1.0.0 10.0 9.0 ['flake8'] flake8-eradicate 2.0 308.0 72.0 https://pypi.org/project/flake8-eradicate 2020-10-12 08:26:40.000 72.0 207994.0 207994.0 3.0
177 175 xenon https://github.com/rubik/xenon Monitoring tool based on radon. code-metrics 22 True rubik/xenon https://github.com/rubik/xenon MIT 2014-02-14 14:19:20.000 2021-05-26 07:12:42.000 2021-05-26 07:12:14.000 14.0 24.0 186.0 2021-05-26 07:12:42.000 0.7.3 19.0 7.0 conda-forge/xenon xenon 6.0 104.0 331.0 207.0 https://pypi.org/project/xenon 2021-05-26 07:12:42.000 124.0 58487.0 58750.0 https://anaconda.org/conda-forge/xenon 2019-10-12 20:39:43.883 11343.0 3.0 2.0
178 176 releases https://github.com/bitprophet/releases A powerful Sphinx changelog-generating extension. documentation 22 False bitprophet/releases https://github.com/bitprophet/releases BSD-2-Clause 2013-09-16 03:56:37.000 2020-01-30 01:07:19.000 2020-01-26 03:27:03.000 38.0 42.0 157.0 2020-01-11 00:29:49.000 1.6.3 32.0 10.0 ['sphinx'] releases 30.0 520.0 1053.0 347.0 https://pypi.org/project/releases 2020-01-11 00:29:49.000 706.0 6176.0 6176.0 3.0
179 177 flake8-commas https://github.com/PyCQA/flake8-commas Flake8 extension for enforcing trailing commas in python. linters 22 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 25.0 123.0 2018-03-19 16:49:31.000 2.0.0 19.0 9.0 ['flake8'] flake8-commas 5.0 165.0 2062.0 1512.0 https://pypi.org/project/flake8-commas 2018-03-19 16:49:31.000 550.0 272499.0 272499.0 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 22 True landscapeio/dodgy https://github.com/landscapeio/dodgy MIT 2013-12-25 12:22:20.000 2021-03-21 11:36:52.000 2021-03-21 11:36:52.000 18.0 3.0 89.0 2019-12-31 16:44:58.000 0.2.1 10.0 14.0 conda-forge/dodgy dodgy 8.0 70.0 1847.0 1323.0 https://pypi.org/project/dodgy 2019-12-31 16:44:58.000 524.0 148713.0 149124.0 https://anaconda.org/conda-forge/dodgy 2020-06-10 17:10:06.579 23447.0 3.0
181 179 flake8-builtins https://github.com/gforcada/flake8-builtins Check for python builtins being used as variables or parameters. linters 22 True gforcada/flake8-builtins https://github.com/gforcada/flake8-builtins GPL-2.0 2016-03-02 00:26:51.000 2021-04-21 08:08:02.000 2021-04-14 06:13:26.000 16.0 31.0 65.0 2020-05-14 10:45:01.000 1.5.3 23.0 14.0 ['flake8'] conda-forge/flake8-builtins flake8-builtins 2.0 211.0 2493.0 1981.0 https://pypi.org/project/flake8-builtins 2020-05-14 10:45:01.000 512.0 344008.0 346129.0 https://anaconda.org/conda-forge/flake8-builtins 2020-05-18 15:22:26.836 114559.0 3.0
182 180 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 12.0 62.0 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 315419.0 317409.0 https://anaconda.org/conda-forge/memory_profiler 2020-10-20 18:00:58.207 119411.0 3.0
183 181 xar https://github.com/facebookincubator/xar executable archive format. packaging 21 True facebookincubator/xar https://github.com/facebookincubator/xar BSD-3-Clause 2017-06-29 18:15:26.000 2021-03-16 06:01:26.000 2021-03-16 06:01:22.000 45.0 21.0 1451.0 2020-12-02 20:41:20.000 20.12.2 3.0 21.0 xar 8.0 59.0 14.0 14.0 https://pypi.org/project/xar 2020-12-02 20:41:20.000 200.0 200.0 3.0
184 182 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 2021-04-10 20:11:31.000 2021-03-19 18:13:03.000 46.0 33.0 1205.0 2019-09-16 15:37:03.000 1.2.0 9.0 16.0 pyannotate 25.0 94.0 85.0 59.0 https://pypi.org/project/pyannotate 2019-09-16 15:37:03.000 26.0 4471.0 4471.0 3.0
185 183 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 2021-04-30 16:36:46.000 2021-04-30 16:36:23.000 69.0 57.0 1196.0 2021-04-27 16:06:42.000 0.5.1 56.0 32.0 shiv 27.0 10.0 https://pypi.org/project/shiv 2021-04-30 16:25:28.000 10.0 7612.0 7618.0 3.0 134.0
186 184 assertpy https://github.com/ActivisionGameScience/assertpy Simple assertion library for unit testing in python with a fluent API. testing 21 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 138673.0 138936.0 https://anaconda.org/conda-forge/assertpy 2020-07-19 15:23:26.710 11083.0 3.0
187 185 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 21 True Instagram/Fixit https://github.com/Instagram/Fixit MIT 2020-02-20 19:09:01.000 2021-05-26 22:43:42.000 2021-05-26 22:43:41.000 37.0 24.0 240.0 2020-12-11 01:56:10.000 0.1.3 5.0 25.0 fixit 34.0 153.0 6.0 6.0 https://pypi.org/project/fixit 2020-12-11 01:53:21.000 0.0 1540.0 1540.0 3.0
188 186 pytest-lazy-fixture https://github.com/TvoroG/pytest-lazy-fixture It helps to use fixtures in pytest.mark.parametrize. testing 21 False tvorog/pytest-lazy-fixture https://github.com/TvoroG/pytest-lazy-fixture MIT 2016-09-29 23:52:48.000 2020-02-01 18:49:47.818 2020-02-01 17:56:35.000 11.0 19.0 189.0 2020-02-01 18:04:00.000 0.6.3 12.0 7.0 ['pytest'] conda-forge/pytest-lazy-fixture pytest-lazy-fixture 13.0 92.0 368.0 306.0 https://pypi.org/project/pytest-lazy-fixture 2020-02-01 18:04:00.000 62.0 150229.0 155330.0 https://anaconda.org/conda-forge/pytest-lazy-fixture 2020-02-01 18:49:47.818 249993.0 3.0
189 187 mkdocs-pdf-export-plugin https://github.com/zhaoterryy/mkdocs-pdf-export-plugin An MkDocs plugin to export content pages as PDF files. documentation 21 True zhaoterryy/mkdocs-pdf-export-plugin https://github.com/zhaoterryy/mkdocs-pdf-export-plugin MIT 2018-02-20 15:06:51.000 2021-03-20 00:00:48.000 2020-07-23 01:35:13.000 29.0 43.0 185.0 2020-07-23 01:35:39.000 0.5.8 22.0 9.0 ['mkdocs'] mkdocs-pdf-export-plugin 36.0 68.0 129.0 125.0 https://pypi.org/project/mkdocs-pdf-export-plugin 2020-07-23 01:35:04.000 4.0 13108.0 13108.0 3.0
190 188 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 21 True asottile/add-trailing-comma https://github.com/asottile/add-trailing-comma MIT 2017-07-10 00:55:50.000 2021-05-24 18:23:26.000 2021-05-24 18:23:25.000 13.0 33.0 180.0 2021-01-24 18:14:07.000 2.1.0 30.0 9.0 add-trailing-comma 2.0 240.0 14.0 https://pypi.org/project/add-trailing-comma 2021-01-24 18:14:07.000 14.0 8768.0 8768.0 3.0
191 189 mkdocs-awesome-pages-plugin https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin An MkDocs plugin that simplifies configuring page titles and their order. documentation 21 True lukasgeiter/mkdocs-awesome-pages-plugin https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin MIT 2018-02-06 21:09:24.000 2021-04-20 17:08:31.000 2020-12-22 01:43:41.000 17.0 32.0 152.0 2020-12-22 02:04:30.000 2.5.0 16.0 2.0 ['mkdocs'] mkdocs-awesome-pages-plugin 6.0 53.0 445.0 355.0 https://pypi.org/project/mkdocs-awesome-pages-plugin 2020-12-22 01:59:58.000 90.0 33235.0 33235.0 3.0
192 190 flake8-black https://github.com/peterjc/flake8-black flake8 plugin to run black for checking Python coding style. linters 21 True peterjc/flake8-black https://github.com/peterjc/flake8-black MIT 2019-01-10 14:40:26.000 2021-04-15 22:34:04.000 2021-04-15 22:33:29.000 7.0 14.0 87.0 2020-07-25 16:07:56.000 0.2.1 9.0 4.0 ['flake8'] conda-forge/flake8-black flake8-black 4.0 86.0 764.0 728.0 https://pypi.org/project/flake8-black 2020-07-25 16:07:56.000 36.0 201534.0 205908.0 https://anaconda.org/conda-forge/flake8-black 2020-07-25 16:32:38.063 100608.0 3.0
193 191 pylint-flask https://github.com/jschaf/pylint-flask A Pylint plugin to analyze Flask applications. linters 21 True jschaf/pylint-flask https://github.com/jschaf/pylint-flask GPL-2.0 2015-06-27 20:11:12.000 2021-03-10 19:35:23.000 2021-03-10 19:35:23.000 9.0 5.0 57.0 5.0 7.0 ['pylint'] conda-forge/pylint-flask pylint-flask 4.0 40.0 5686.0 4980.0 https://pypi.org/project/pylint-flask 2019-01-30 19:26:02.000 706.0 177152.0 178001.0 https://anaconda.org/conda-forge/pylint-flask 2019-02-02 18:28:49.934 48432.0 3.0
194 192 Profiling https://github.com/what-studio/profiling Was an interactive continuous Python profiler. profiling 20 True what-studio/profiling https://github.com/what-studio/profiling BSD-3-Clause 2014-09-03 10:35:57.000 2020-08-24 01:31:58.000 2020-08-24 01:31:58.000 114.0 20.0 2995.0 2017-06-28 06:10:16.000 0.1.3 3.0 18.0 profiling 15.0 433.0 37.0 32.0 https://pypi.org/project/profiling 2017-06-28 06:10:16.000 5.0 3642.0 3642.0 3.0
195 193 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 17:42:17.000 188.0 14.0 2540.0 13.0 20.0 pyrasite 39.0 274.0 37.0 31.0 https://pypi.org/project/pyrasite 2012-05-09 19:11:33.000 6.0 9141.0 9141.0 3.0
196 194 PrettyErrors https://github.com/onelivesleft/PrettyErrors Prettify Python exception output to make it legible. logging 20 True onelivesleft/PrettyErrors https://github.com/onelivesleft/PrettyErrors MIT 2018-11-15 16:02:27.000 2021-05-23 15:14:59.000 2021-05-23 15:14:39.000 65.0 29.0 2084.0 2021-05-23 15:14:59.000 1.2.21 44.0 4.0 pretty_errors 123.0 0.0 https://pypi.org/project/pretty_errors 2021-05-23 15:14:59.000 0.0 20415.0 20415.0 3.0
197 195 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 2021-05-23 13:31:47.000 2021-05-16 15:58:24.000 42.0 130.0 375.0 2021-05-16 15:56:37.000 0.15.1 36.0 19.0 ['mkdocs'] mkdocstrings 44.0 426.0 0.0 https://pypi.org/project/mkdocstrings 2021-05-16 15:56:37.000 0.0 48319.0 48319.0 3.0 mkdocstrings/mkdocstrings
198 196 blacken-docs https://github.com/asottile/blacken-docs Run `black` on python code blocks in documentation files. documentation 20 True asottile/blacken-docs https://github.com/asottile/blacken-docs MIT 2018-06-03 02:48:01.000 2021-05-24 18:23:21.000 2021-05-24 18:23:20.000 17.0 26.0 212.0 2021-03-02 02:05:09.000 1.10.0 19.0 12.0 conda-forge/blacken-docs blacken-docs 2.0 160.0 22.0 https://pypi.org/project/blacken-docs 2021-03-02 02:05:09.000 22.0 4494.0 6123.0 https://anaconda.org/conda-forge/blacken-docs 2021-03-02 04:02:19.005 16298.0 3.0
199 197 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 2021-05-20 10:31:47.000 2020-09-22 09:13:51.000 37.0 13.0 205.0 2020-09-22 09:28:03.000 0.10.1 13.0 9.0 ['pytest'] pytest-docker 16.0 56.0 28.0 https://pypi.org/project/pytest-docker 2020-09-22 09:28:03.000 28.0 22537.0 22541.0 3.0 66.0
200 198 pytest-datadir https://github.com/gabrielcnr/pytest-datadir pytest plugin for manipulating test data directories and files. testing 20 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 11.0 140.0 2019-10-22 13:04:22.000 1.3.1 9.0 7.0 ['pytest'] conda-forge/pytest-datadir pytest-datadir 3.0 71.0 416.0 338.0 https://pypi.org/project/pytest-datadir 2019-10-22 13:04:22.000 78.0 97906.0 99285.0 https://anaconda.org/conda-forge/pytest-datadir 2019-10-23 16:32:51.374 75855.0 3.0
201 199 flake8-mypy https://github.com/ambv/flake8-mypy A plugin for flake8 integrating Mypy. linters 20 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 3.0 103.0 2017-08-31 23:17:01.000 17.8.0 6.0 8.0 ['flake8'] flake8-mypy 19.0 50.0 887.0 689.0 https://pypi.org/project/flake8-mypy 2017-08-31 23:17:01.000 198.0 35803.0 35803.0 3.0
202 200 unify https://github.com/myint/unify Modifies strings to all use the same quote where possible. refactoring 20 False myint/unify https://github.com/myint/unify MIT 2013-03-24 18:02:19.000 2021-04-21 16:21:07.000 2019-08-07 13:44:00.000 12.0 3.0 55.0 2013-06-22 15:34:37.000 0.1.5 10.0 5.0 unify 7.0 69.0 289.0 235.0 https://pypi.org/project/unify 2019-08-07 13:46:09.000 54.0 44920.0 44920.0 3.0
203 201 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 2021-05-03 18:43:10.000 2021-03-26 14:30:21.000 70.0 31.0 1397.0 2020-08-25 21:49:38.000 0.8.4 35.0 9.0 birdseye 17.0 397.0 0.0 https://pypi.org/project/birdseye 2020-08-25 21:49:38.000 0.0 1418.0 1418.0 3.0
204 202 wily https://github.com/tonybaloney/wily A Python application for tracking, reporting on timing and complexity in Python code. code-metrics 19 True tonybaloney/wily https://github.com/tonybaloney/wily Apache-2.0 2018-10-11 22:12:25.000 2021-03-02 01:26:07.000 2021-03-02 01:26:07.000 43.0 48.0 743.0 2020-09-02 06:33:11.000 1.19.0 45.0 15.0 wily 28.0 688.0 8.0 https://pypi.org/project/wily 2020-09-02 06:33:11.000 8.0 6860.0 6860.0 3.0
205 203 dlint https://github.com/dlint-py/dlint Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure. security 19 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 27564.0 27564.0 3.0
206 204 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 2021-05-24 15:52:40.000 2021-05-24 15:52:40.000 125.0 193.0 309.0 2021-04-03 16:53:20.000 3.2.1 37.0 46.0 constructor 41.0 948.0 9.0 9.0 73.0 https://anaconda.org/anaconda/constructor 2021-04-01 17:48:58.348 3971.0 3.0 219.0
207 205 flakehell https://github.com/life4/flakehell Flake8 wrapper to make it nice, legacy-friendly, configurable. linters 19 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 33.0 221.0 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 36092.0 36094.0 3.0 50.0
208 206 nitpick https://github.com/andreoliwa/nitpick Enforce the same settings on multiple projects. linters 19 True andreoliwa/nitpick https://github.com/andreoliwa/nitpick MIT 2018-03-23 14:25:24.000 2021-05-25 04:20:39.000 2021-05-18 00:52:44.000 9.0 53.0 153.0 2021-03-16 21:47:14.000 0.26.0 42.0 10.0 ['flake8'] nitpick 31.0 486.0 0.0 https://pypi.org/project/nitpick 2021-03-16 21:47:11.000 0.0 10650.0 10650.0 3.0 3.0
209 207 pynt https://github.com/rags/pynt A pynt of Python build. build-tools 19 False rags/pynt https://github.com/rags/pynt MIT 2012-11-17 13:12:49.000 2020-04-13 11:49:33.000 2019-10-04 19:05:46.000 18.0 13.0 151.0 2018-06-24 06:23:48.000 0.8.2 7.0 9.0 pynt 5.0 128.0 124.0 70.0 https://pypi.org/project/pynt 2018-06-24 06:23:48.000 54.0 11771.0 11771.0 3.0
210 208 eradicate https://github.com/myint/eradicate Removes commented-out code from Python files. refactoring 19 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 19.0 13.0 114.0 2020-10-01 09:33:03.000 2.0.0 16.0 7.0 eradicate 6.0 164.0 156.0 https://pypi.org/project/eradicate 2020-10-01 09:33:03.000 156.0 225745.0 225745.0 3.0
211 209 sphinx-markdown-builder https://github.com/clayrisser/sphinx-markdown-builder sphinx builder that outputs markdown files. documentation 19 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 28.0 16.0 101.0 2019-12-23 17:05:52.000 0.5.4 22.0 16.0 ['sphinx'] sphinx-markdown-builder 18.0 99.0 180.0 138.0 https://pypi.org/project/sphinx-markdown-builder 2019-12-23 17:05:52.000 42.0 14600.0 14600.0 3.0 clayrisser/sphinx-markdown-builder
212 210 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 15.0 8.0 61.0 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 206469.0 206469.0 3.0
213 211 mkdocs-with-pdf https://github.com/orzih/mkdocs-with-pdf Generate a single PDF file from MkDocs repository. documentation 19 True orzih/mkdocs-with-pdf https://github.com/orzih/mkdocs-with-pdf MIT 2020-02-23 16:34:46.000 2021-05-26 10:20:42.000 2021-04-08 23:20:45.000 9.0 29.0 58.0 2021-01-11 02:43:17.000 0.8.3 24.0 5.0 ['mkdocs'] mkdocs-with-pdf 12.0 167.0 21.0 21.0 https://pypi.org/project/mkdocs-with-pdf 2021-01-11 02:26:16.000 3251.0 3251.0 3.0
214 212 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 19 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 34.0 2020-10-16 02:02:42.000 0.3.1 8.0 6.0 ['mkdocs'] mkdocs-git-revision-date-plugin 2.0 24.0 219.0 201.0 https://pypi.org/project/mkdocs-git-revision-date-plugin 2020-10-16 02:02:18.000 18.0 8112.0 8112.0 3.0
215 213 pyenv-virtualenv https://github.com/pyenv/pyenv-virtualenv a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). virtual-envs 18 True pyenv/pyenv-virtualenv https://github.com/pyenv/pyenv-virtualenv MIT 2013-02-18 12:59:17.000 2021-05-25 21:49:59.000 2021-05-09 17:56:31.000 288.0 171.0 4296.0 2019-02-14 00:27:42.000 1.1.5 7.0 43.0 125.0 466.0 3.0
216 214 pyflow https://github.com/David-OConnor/pyflow An installation and dependency system for Python. dependency-managers 18 True David-OConnor/pyflow https://github.com/David-OConnor/pyflow MIT 2019-07-15 09:40:29.000 2021-05-27 05:14:35.000 2021-05-24 20:57:37.000 27.0 45.0 761.0 2020-11-21 15:18:30.000 0.2.9 23.0 22.0 pyflow 41.0 287.0 https://pypi.org/project/pyflow 2020-11-21 15:18:30.000 137.0 282.0 3.0 3045.0
217 215 portray https://github.com/timothycrosley/portray Your Project with Great Documentation. documentation 18 True timothycrosley/portray https://github.com/timothycrosley/portray MIT 2019-08-21 05:14:04.000 2021-05-21 06:18:28.000 2021-05-21 06:18:26.000 56.0 28.0 739.0 2021-04-02 03:59:23.000 1.6.0 27.0 15.0 portray 19.0 8.0 https://pypi.org/project/portray 2021-04-02 03:59:23.000 8.0 7002.0 7002.0 3.0
218 216 vex https://github.com/sashahart/vex Run a command in the named virtualenv. virtual-envs 18 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 37.0 21.0 https://pypi.org/project/vex 2019-05-10 19:21:38.000 16.0 807.0 807.0 3.0
219 217 unimport https://github.com/hakancelik96/unimport A linter, formatter for finding and removing unused import statements. refactoring 18 True hakancelik96/unimport https://github.com/hakancelik96/unimport MIT 2019-09-08 09:49:24.000 2021-05-24 16:59:08.000 2021-05-08 15:59:40.000 15.0 62.0 105.0 2021-05-08 16:03:41.000 0.8.3 29.0 11.0 unimport 9.0 384.0 5.0 5.0 https://pypi.org/project/unimport 2021-03-10 16:31:53.000 3945.0 3945.0 3.0
220 218 pandas-vet https://github.com/deppen8/pandas-vet A plugin for Flake8 that checks pandas code. linters 18 True deppen8/pandas-vet https://github.com/deppen8/pandas-vet MIT 2019-02-25 05:19:51.000 2021-03-03 04:44:57.000 2021-03-03 04:44:57.000 14.0 28.0 93.0 2020-02-01 05:12:09.000 0.2.2 6.0 10.0 ['flake8'] conda-forge/pandas-vet pandas-vet 21.0 179.0 37.0 37.0 https://pypi.org/project/pandas-vet 2020-02-01 05:12:09.000 0.0 6579.0 6837.0 https://anaconda.org/conda-forge/pandas-vet 2020-02-01 05:31:32.445 6448.0 3.0 33.0
221 219 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 90.0 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 1283.0 1283.0 3.0 15.0
222 220 pyformat https://github.com/myint/pyformat Formats Python code to follow a consistent style. formatters 18 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 5.0 3.0 82.0 2014-09-07 13:57:37.000 0.5.7 23.0 3.0 pyformat 3.0 199.0 100.0 78.0 https://pypi.org/project/pyformat 2017-01-04 02:31:11.000 22.0 10377.0 10377.0 3.0
223 221 mkdocs-versioning https://github.com/zayd62/mkdocs-versioning A tool that allows for versioning sites built with mkdocs. documentation 18 False zayd62/mkdocs-versioning https://github.com/zayd62/mkdocs-versioning MIT 2019-07-20 18:09:56.000 2021-03-29 20:06:41.000 2021-02-11 10:22:58.000 8.0 22.0 40.0 2021-02-11 10:24:35.000 0.4.0 6.0 5.0 ['mkdocs'] mkdocs-versioning 3.0 132.0 18.0 18.0 https://pypi.org/project/mkdocs-versioning 2021-02-11 10:24:35.000 2332.0 2332.0 3.0
224 222 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 2066.0 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 98.0 98.0 3.0
225 223 pyheat https://github.com/csurfer/pyheat pprofile + matplotlib = Python program profiled as an awesome heatmap!. profiling 17 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 8.0 493.0 2018-12-06 03:59:34.000 0.0.6 6.0 4.0 py-heat 3.0 51.0 33.0 28.0 https://pypi.org/project/py-heat 2018-12-06 03:59:34.000 5.0 1096.0 1096.0 3.0
226 224 pycycle https://github.com/bndr/pycycle Tool for pinpointing circular imports in Python. Find cyclic imports in any project. linters 17 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 1.0 284.0 2017-02-13 18:07:58.000 0.0.8 8.0 2.0 pycycle 13.0 26.0 49.0 42.0 https://pypi.org/project/pycycle 2017-02-13 18:07:58.000 7.0 2515.0 2515.0 3.0
227 225 beartype https://github.com/beartype/beartype Unbearably fast O(1) runtime type-checking in pure Python. linters 17 True beartype/beartype https://github.com/beartype/beartype MIT 2020-04-03 06:06:22.000 2021-05-27 07:07:08.000 2021-05-27 06:43:09.000 6.0 21.0 258.0 2021-05-25 05:39:45.000 0.7.0 11.0 4.0 conda-forge/beartype beartype 3.0 0.0 https://pypi.org/project/beartype 2021-05-25 05:39:45.000 0.0 10601.0 10969.0 https://anaconda.org/conda-forge/beartype 2021-05-25 07:24:11.467 4054.0 3.0
228 226 imhotep https://github.com/justinabrahms/imhotep A static-analysis bot for Github. linters 17 False justinabrahms/imhotep https://github.com/justinabrahms/imhotep MIT 2012-12-17 01:26:32.000 2021-04-26 16:18:40.000 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 18.0 18.0 3.0
229 227 retype https://github.com/ambv/retype Re-apply type annotations from .pyi stubs to your codebase. refactoring 17 True ambv/retype https://github.com/ambv/retype MIT 2017-03-11 07:54:58.000 2021-05-16 22:51:30.742 2021-05-15 17:24:28.000 16.0 5.0 100.0 2021-05-15 15:22:34.000 21.5.0 9.0 8.0 conda-forge/retype retype 9.0 34.0 https://pypi.org/project/retype 2021-05-15 15:22:34.000 34.0 1065.0 1393.0 https://anaconda.org/conda-forge/retype 2021-05-16 22:51:30.742 13159.0 3.0
230 228 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 17 False timvink/mkdocs-print-site-plugin https://github.com/timvink/mkdocs-print-site-plugin MIT 2020-08-15 12:02:33.000 2021-05-19 18:24:00.000 2021-05-19 18:20:17.000 3.0 45.0 17.0 2021-05-19 18:24:00.000 1.2.3 21.0 ['mkdocs'] mkdocs-print-site-plugin 4.0 141.0 22.0 22.0 https://pypi.org/project/mkdocs-print-site-plugin 2021-05-19 18:24:00.000 0.0 1666.0 1666.0 3.0
231 229 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 2021-04-10 04:04:26.000 2021-04-10 04:03:47.000 4.0 11.0 11.0 2020-10-24 16:03:12.000 3.0.1 27.0 3.0 ['flake8', 'pylint'] yala 1.0 165.0 54.0 36.0 https://pypi.org/project/yala 2020-10-24 16:03:12.000 18.0 1034.0 1034.0 3.0
232 230 bellybutton https://github.com/hchasestevens/bellybutton Custom Python linting through AST expressions. linters 16 True hchasestevens/bellybutton https://github.com/hchasestevens/bellybutton MIT 2018-02-17 06:31:44.000 2020-11-27 21:20:22.000 2020-11-27 21:18:44.000 7.0 6.0 211.0 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 7512.0 7512.0 3.0
233 231 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 12.0 113.0 2014-10-24 20:36:57.000 0.0.13 13.0 6.0 pep8ify 6.0 154.0 53.0 34.0 https://pypi.org/project/pep8ify 2014-10-24 20:36:57.000 19.0 108.0 108.0 3.0
234 232 pytest-play https://github.com/pytest-dev/pytest-play pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files. testing 16 False pytest-dev/pytest-play https://github.com/pytest-dev/pytest-play Apache-2.0 2017-12-14 09:08:26.000 2019-08-20 15:57:27.000 2019-06-12 11:57:28.000 3.0 24.0 63.0 2019-06-12 11:59:29.000 2.3.1 23.0 3.0 ['pytest'] pytest-play 4.0 382.0 25.0 21.0 https://pypi.org/project/pytest-play 2019-06-12 11:59:29.000 4.0 422.0 422.0 3.0
235 233 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 2021-05-16 17:34:09.000 2021-05-16 17:27:05.000 111.0 143.0 3037.0 2021-05-09 16:48:41.000 pyoxidizer/0.16.0 8.0 34.0 199.0 14.0 3.0 238.0
236 234 pyenv-installer https://github.com/pyenv/pyenv-installer This tool is used to install `pyenv` and friends. virtual-envs 15 True pyenv/pyenv-installer https://github.com/pyenv/pyenv-installer MIT 2013-06-01 03:48:07.000 2021-05-17 23:00:48.000 2021-05-09 21:55:39.000 294.0 56.0 2687.0 31.0 6.0 134.0 3.0
237 235 dh-virtualenv https://github.com/spotify/dh-virtualenv Python virtualenvs in Debian packages. virtual-envs 15 True spotify/dh-virtualenv https://github.com/spotify/dh-virtualenv GPL-2.0 2013-10-09 19:03:43.000 2021-04-12 18:40:39.000 2021-04-12 18:40:39.000 158.0 156.0 1460.0 56.0 25.0 406.0 3.0
238 236 tbvaccine https://github.com/skorokithakis/tbvaccine A small utility to pretty-print Python tracebacks. logging 15 False 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 18:07:29.000 774.0 774.0 3.0
239 237 pip-run https://github.com/jaraco/pip-run pip-run - dynamic dependency loader for Python. dependency-managers 15 True jaraco/pip-run https://github.com/jaraco/pip-run MIT 2016-01-25 01:59:13.000 2021-03-24 23:41:55.000 2021-03-24 23:27:11.000 10.0 37.0 60.0 2021-02-21 18:35:39.000 8.4.2 20.0 9.0 pip-run 4.0 https://pypi.org/project/pip-run 2021-02-21 18:35:23.000 2770.0 2770.0 3.0
240 238 lazydocs https://github.com/ml-tooling/lazydocs Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx. documentation 15 True ml-tooling/lazydocs https://github.com/ml-tooling/lazydocs MIT 2020-11-10 00:31:46.000 2021-03-15 19:30:18.000 2021-03-15 19:30:16.000 5.0 22.0 2021-03-15 19:30:05.000 0.4.6 16.0 4.0 lazydocs 1.0 22.0 22.0 https://pypi.org/project/lazydocs 2021-03-15 19:24:25.000 0.0 135.0 135.0 3.0
241 239 pytest-plugins https://github.com/man-group/pytest-plugins A grab-bag of nifty pytest plugins. testing 14 False man-group/pytest-plugins https://github.com/man-group/pytest-plugins MIT 2015-08-14 07:52:32.000 2021-03-22 04:23:41.000 2020-04-11 14:20:38.000 58.0 51.0 375.0 46.0 38.0 747.0 3.0
242 240 pipenv-pipes https://github.com/gtalarico/pipenv-pipes A PipEnv Environment Switcher. virtual-envs 14 False gtalarico/pipenv-pipes https://github.com/gtalarico/pipenv-pipes MIT 2018-05-02 03:56:41.000 2021-03-25 22:02:53.000 2019-06-27 03:42:48.000 11.0 10.0 127.0 2018-11-08 03:05:43.000 0.7.1 25.0 5.0 pipenv-pipes 7.0 285.0 https://pypi.org/project/pipenv-pipes 2018-11-08 03:05:43.000 97.0 97.0 3.0
243 241 com2ann https://github.com/ilevkivskyi/com2ann Tool for translation type comments to type annotations in Python. refactoring 14 True ilevkivskyi/com2ann https://github.com/ilevkivskyi/com2ann MIT 2016-09-09 07:17:02.000 2021-03-07 09:20:28.000 2021-03-07 09:20:25.000 5.0 14.0 89.0 2019-06-17 19:19:47.000 0.1.1 2.0 3.0 com2ann 4.0 28.0 2.0 2.0 https://pypi.org/project/com2ann 2019-06-17 19:19:47.000 0.0 667.0 667.0 3.0
244 242 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 60.0 30.0 480.0 2019-05-14 20:14:05.000 2.0.0 5.0 14.0 31.0 93.0 3.0
245 243 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 1.0 183.0 2018-12-12 19:47:05.000 0.7.0 10.0 17.0 ['flake8', 'mypy'] linty-fresh 8.0 53.0 https://pypi.org/project/linty-fresh 2018-12-12 19:47:05.000 18.0 18.0 3.0
246 244 universal-build https://github.com/ml-tooling/universal-build Universal build utilities for containerized build pipelines. build-tools 13 True ml-tooling/universal-build https://github.com/ml-tooling/universal-build MIT 2020-10-19 14:57:21.000 2021-04-19 19:45:59.000 2021-04-19 19:45:59.000 3.0 1.0 12.0 2021-03-22 18:29:06.000 0.6.13 38.0 4.0 universal-build 0.0 https://pypi.org/project/universal-build 2020-12-12 13:21:08.000 0.0 177.0 179.0 3.0 15.0
247 245 cohesion https://github.com/mschwager/cohesion A tool for measuring Python class cohesion. code-metrics 12 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 11.0 135.0 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 1799.0 1799.0 3.0
248 246 pyship https://github.com/jamesabel/pyship freezer, installer and updater for Python applications. packaging 10 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 11.0 2020-12-07 00:53:45.000 0.1.0 14.0 pyship 4.0 https://pypi.org/project/pyship 2020-12-07 00:53:45.000 47.0 47.0 3.0

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_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
- <b><a href="https://github.com/willmcgugan/rich">rich</a></b> (🥇33 · ⭐ 26K · 📈) - Rich is a Python library for rich text and beautiful formatting in the.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/getlogbook/logbook">logbook</a></b> (🥈31 · ⭐ 1.4K · 💀) - A cool logging replacement for Python. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/pypa/packaging">packaging</a></b> (🥇31 · ⭐ 300 · 📈) - Core utilities for Python packages. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code>
- <b><a href="https://github.com/pyutils/line_profiler">line_profiler</a></b> (🥈29 · ⭐ 3.5K · 📈) - Line-by-line profiling for Python. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/ml-tooling/lazydocs">lazydocs</a></b> (🥉16 · ⭐ 22 · 🐣) - Generate markdown API documentation from Google-style Python.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/pyinstaller/pyinstaller">pyinstaller</a></b> (🥇34 · ⭐ 8.1K · 📈) - Freeze (package) Python programs into stand-alone.. <code><a href="http://bit.ly/2KucAZR">❗️GPL-2.0</a></code>
- <b><a href="https://github.com/buildbot/buildbot">buildbot</a></b> (🥇32 · ⭐ 4.6K · 📈) - Python-based continuous integration testing framework; your.. <code><a href="http://bit.ly/2KucAZR">❗️GPL-2.0</a></code>
- <b><a href="https://github.com/benfred/py-spy">py-spy</a></b> (🥇30 · ⭐ 6.9K · 📈) - Sampling profiler for Python programs. <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> (🥉23 · ⭐ 180 · 📈) - Mypy stubs, i.e., type information, for numpy, pandas.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/rubik/xenon">xenon</a></b> (🥉22 · ⭐ 190 · 📈) - Monitoring tool based on radon. <code><a href="http://bit.ly/34MBwT8">MIT</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/pypa/pipenv">pipenv</a></b> (🥇36 · ⭐ 22K · 📉) - Python Development Workflow for Humans. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/psf/black">black</a></b> (🥈33 · ⭐ 21K · 📉) - The uncompromising Python code formatter. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/openstack/hacking">hacking</a></b> (🥈29 · ⭐ 220 · 📉) - OpenStack Hacking Style Checks. Mirror of code maintained at.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/coala/coala">coala</a></b> (🥈27 · ⭐ 3.2K · 📉) - coala provides a unified command-line interface for linting and.. <code><a href="http://bit.ly/3pwmjO5">❗️AGPL-3.0</a></code>
- <b><a href="https://github.com/David-OConnor/pyflow">pyflow</a></b> (🥉17 · ⭐ 750 · 📉) - An installation and dependency system for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/pypa/pipenv">pipenv</a></b> (🥇35 · ⭐ 22K · 📉) - Python Development Workflow for Humans. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/microsoft/pyright">pyright</a></b> (🥈25 · ⭐ 6.8K · 📉) - Static type checker for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/dropbox/mypy-protobuf">mypy-protobuf</a></b> (🥉24 · ⭐ 350 · 📉) - open source tools to generate mypy stubs from protobufs. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/Instagram/MonkeyType">MonkeyType</a></b> (🥈23 · ⭐ 3.4K · 📉) - A system for Python that generates static type annotations by.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/cknd/stackprinter">stackprinter</a></b> (🥉23 · ⭐ 1.1K · 📉) - Debugging-friendly exceptions for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>