Update best-of list for version 2021.08.19

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LukasMasuch 2021-08-19 15:03:31 +00:00 committed by best-of update
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## 📈 Trending Up
_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
- <b><a href="https://github.com/giampaolo/psutil">psutil</a></b> (🥇37 · 7.6K · 📈) - Cross-platform lib for process and system monitoring in Python. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/mkdocs/mkdocs">mkdocs</a></b> (🥇36 · 13K · 📈) - Project documentation with Markdown. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code> <code><img src="https://squidfunk.github.io/mkdocs-material/assets/favicon.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/psf/black">black</a></b> (🥇34 · 22K · 📈) - The uncompromising Python code formatter. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/jazzband/pip-tools">pip-tools</a></b> (🥈33 · 5.1K · 📈) - A set of tools to keep your pinned Python dependencies fresh. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/madzak/python-json-logger">python-json-logger</a></b> (🥇32 · 1K · 📈) - Json Formatter for the standard python logger. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code>
## 📉 Trending Down
_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
- <b><a href="https://github.com/pyinstaller/pyinstaller">pyinstaller</a></b> (🥇28 · 8.3K · 📉) - 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/facebook/pyre-check">pyre-check</a></b> (🥈25 · 5.5K · 📉) - Performant type-checking for python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/joerick/pyinstrument">pyinstrument</a></b> (🥉25 · 3.1K · 📉) - Call stack profiler for Python. Shows you why your code is.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/dropbox/mypy-protobuf">mypy-protobuf</a></b> (🥉21 · 380 · 📉) - 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/zayd62/mkdocs-versioning">mkdocs-versioning</a></b> (🥉15 · 40 · 📉) - A tool that allows for versioning sites built with.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://squidfunk.github.io/mkdocs-material/assets/favicon.png" style="display:inline;" width="13" height="13"></code>

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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,open_issue_count,labels,conda_id,pypi_id,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,dockerhub_id,github_release_downloads,dockerhub_url,dockerhub_latest_release_published_at,dockerhub_stars,dockerhub_pulls,trending,cargo_id,npm_id,npm_url,npm_latest_release_published_at,npm_dependent_project_count,npm_monthly_downloads,conda_forge,updated_github_id
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 13:09:27.000000,2021-08-19 14:18:31.000000,2021-07-16 21:43:54.000000,86.0,2.0,1306.0,2021-07-16 21:44:03.000000,2021.07.15,21.0,6.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
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 10:53:28.000000,2021-08-19 14:26:52.000000,2021-08-16 14:32:20.000000,1525.0,4722.0,4078.0,2021-07-14 17:22:46.000000,4.1.1,155.0,670.0,810.0,['sphinx'],conda-forge/sphinx,sphinx,18062.0,258698.0,154162.0,https://pypi.org/project/sphinx,2021-07-26 17:14:02.000000,104536.0,3861344.0,3923875.0,https://anaconda.org/conda-forge/sphinx,2021-07-26 20:39:24.675000,3751899.0,1.0,,,,,,,,,,,,,,,
4,tqdm,https://github.com/tqdm/tqdm,,"A Fast, Extensible Progress Bar for Python and CLI.",logging,37,True,tqdm/tqdm,https://github.com/tqdm/tqdm,MPL-2.0,2015-06-03 13:13:14.000000,2021-08-15 02:22:48.000000,2021-08-14 20:51:44.000000,988.0,527.0,19140.0,2021-08-14 21:29:46.000000,4.62.1,122.0,107.0,296.0,,conda-forge/tqdm,tqdm,1869.0,224781.0,198543.0,https://pypi.org/project/tqdm,2021-08-14 21:26:46.000000,26238.0,28224239.0,28341797.0,https://anaconda.org/conda-forge/tqdm,2021-08-15 00:03:33.049000,7277940.0,1.0,tqdm/tqdm,7806.0,https://hub.docker.com/r/tqdm/tqdm,2021-08-14 21:30:11.736875,1.0,3816.0,,,,,,,,,
5,psutil,https://github.com/giampaolo/psutil,,Cross-platform lib for process and system monitoring in Python.,profiling,37,True,giampaolo/psutil,https://github.com/giampaolo/psutil,BSD-3-Clause,2014-05-23 14:01:48.000000,2021-08-17 12:18:12.000000,2021-08-05 13:54:39.000000,1127.0,1291.0,7576.0,2020-12-19 01:19:27.000000,5.8.0,83.0,162.0,193.0,,conda-forge/psutil,psutil,5690.0,125683.0,101017.0,https://pypi.org/project/psutil,2020-12-19 01:19:27.000000,24666.0,25439944.0,25559896.0,https://anaconda.org/conda-forge/psutil,2021-06-29 02:45:06.508000,7676938.0,1.0,,,,,,,2.0,,,,,,,,
6,pipenv,https://github.com/pypa/pipenv,,Python Development Workflow for Humans.,virtual-envs,36,True,pypa/pipenv,https://github.com/pypa/pipenv,MIT,2017-01-20 00:44:02.000000,2021-08-18 01:56:09.000000,2021-08-18 01:56:09.000000,1645.0,2898.0,22194.0,2021-05-29 03:10:16.000000,2021.5.29,298.0,386.0,560.0,,conda-forge/pipenv,pipenv,7107.0,23121.0,20847.0,https://pypi.org/project/pipenv,2021-05-29 03:10:16.000000,2274.0,3266799.0,3268713.0,https://anaconda.org/conda-forge/pipenv,2020-11-15 06:15:51.831000,42109.0,1.0,,,,,,,,,,,,,,,
7,mkdocs,https://github.com/mkdocs/mkdocs,,Project documentation with Markdown.,documentation,36,True,mkdocs/mkdocs,https://github.com/mkdocs/mkdocs,BSD-2-Clause,2014-01-11 21:05:21.000000,2021-08-19 09:47:18.000000,2021-07-28 12:11:46.000000,1786.0,1458.0,12658.0,2021-07-18 19:32:00.000000,1.2.2,47.0,195.0,100.0,['mkdocs'],conda-forge/mkdocs,mkdocs,1566.0,20077.0,14135.0,https://pypi.org/project/mkdocs,2021-07-18 19:20:49.000000,5942.0,642129.0,644411.0,https://anaconda.org/conda-forge/mkdocs,2021-07-18 21:27:59.884000,146110.0,1.0,,,,,,,1.0,,,,,,,,
8,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 13:30:23.000000,2021-08-19 14:14:07.000000,2021-08-19 14:14:07.000000,1822.0,4772.0,11157.0,,,83.0,487.0,1843.0,,conda-forge/mypy,mypy,9697.0,47863.0,41779.0,https://pypi.org/project/mypy,2021-06-22 18:39:23.000000,6084.0,6646975.0,6672432.0,https://anaconda.org/conda-forge/mypy,2021-06-23 17:56:50.288000,1145566.0,1.0,,,,,,,,,,,,,,,
9,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 20:28:27.000000,2021-08-18 11:11:50.000000,2021-08-18 11:11:50.000000,1761.0,3934.0,7654.0,2021-05-04 16:22:25.000000,6.2.4,147.0,738.0,696.0,['pytest'],conda-forge/pytest,pytest,,490047.0,359463.0,https://pypi.org/project/pytest,2021-05-04 16:21:57.000000,130584.0,29993772.0,30140680.0,https://anaconda.org/conda-forge/pytest,2021-06-29 11:51:51.458000,8961421.0,1.0,,,,,,,,,,,,,,,
10,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 16:54:22.000000,2021-08-18 22:54:49.000000,2021-08-18 16:42:16.000000,381.0,1096.0,2357.0,2021-07-31 13:15:21.000000,3.24.1,120.0,249.0,147.0,['pytest'],conda-forge/tox,tox,2028.0,83734.0,47334.0,https://pypi.org/project/tox,2021-08-18 14:41:58.000000,36400.0,4218755.0,4225869.0,https://anaconda.org/conda-forge/tox,2021-07-31 16:12:09.076000,334402.0,1.0,,,,,,,,,,,,,,,
11,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 17:06:24.000000,2021-08-16 08:29:55.000000,2021-08-15 23:04:03.000000,183.0,1255.0,1431.0,2021-03-14 23:32:11.000000,3.9.0,79.0,156.0,37.0,,conda-forge/flake8,flake8,1989.0,257981.0,186691.0,https://pypi.org/project/flake8,2021-05-08 19:52:32.000000,71290.0,11233504.0,11279088.0,https://anaconda.org/conda-forge/flake8,2021-05-10 17:37:45.968000,2826220.0,1.0,,,,,,,,,,,,,,,
12,jedi,https://github.com/davidhalter/jedi,,"Awesome autocompletion, static analysis and refactoring library for python.",refactoring,35,True,davidhalter/jedi,https://github.com/davidhalter/jedi,MIT,2012-02-19 23:12:30.000000,2021-08-05 06:31:17.000000,2021-07-25 18:02:38.000000,441.0,1218.0,4941.0,2020-12-25 10:34:25.000000,0.18.0,30.0,144.0,30.0,,conda-forge/jedi,jedi,8222.0,162509.0,146603.0,https://pypi.org/project/jedi,2020-12-25 10:34:25.000000,15906.0,16391196.0,16490903.0,https://anaconda.org/conda-forge/jedi,2021-06-29 02:44:18.629000,5783049.0,1.0,,,,,,,,,,,,,,,
13,black,https://github.com/psf/black,,The uncompromising Python code formatter.,formatters,34,True,psf/black,https://github.com/psf/black,MIT,2018-03-14 19:54:45.000000,2021-08-19 13:30:09.000000,2021-08-18 16:24:14.000000,1393.0,1313.0,22021.0,2021-07-16 14:44:04.000000,21.7b0,31.0,265.0,296.0,,conda-forge/black,black,,82070.0,75842.0,https://pypi.org/project/black,2021-07-16 14:44:33.000000,6228.0,7567163.0,7617493.0,https://anaconda.org/conda-forge/black,2021-07-16 20:48:05.128000,1942578.0,1.0,,15133.0,,,,,1.0,,,,,,,,
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 14:30:46.000000,2021-08-19 12:55:09.000000,2021-08-16 08:26:14.000000,2389.0,4924.0,7350.0,2021-08-12 14:54:57.000000,21.2.4,111.0,630.0,1020.0,,conda-forge/pip,pip,,75731.0,57065.0,https://pypi.org/project/pip,2021-08-12 14:54:57.000000,18666.0,106623591.0,107004249.0,https://anaconda.org/conda-forge/pip,2021-08-12 18:29:31.614000,23220181.0,1.0,,,,,,,,,,,,,,,
15,pycodestyle,https://github.com/PyCQA/pycodestyle,,Simple Python style checker in one Python file.,linters,34,True,PyCQA/pycodestyle,https://github.com/PyCQA/pycodestyle,Saxpath,2009-10-02 00:43:37.000000,2021-08-04 18:52:30.000000,2021-05-06 22:18:19.000000,599.0,537.0,4367.0,2021-03-14 18:44:02.000000,2.7.0,12.0,125.0,113.0,,conda-forge/pycodestyle,pycodestyle,1222.0,175525.0,154295.0,https://pypi.org/project/pycodestyle,2021-03-14 18:44:02.000000,21230.0,15820812.0,15868829.0,https://anaconda.org/conda-forge/pycodestyle,2021-03-15 18:43:23.361000,2977088.0,1.0,,,,,,,,,,,,,,,
16,autopep8,https://github.com/hhatto/autopep8,,A tool that automatically formats Python code to conform to the PEP 8 style guide.,formatters,34,True,hhatto/autopep8,https://github.com/hhatto/autopep8,MIT,2010-12-29 20:08:51.000000,2021-08-15 12:15:32.000000,2021-08-15 12:15:32.000000,244.0,335.0,3861.0,2021-04-30 06:09:29.000000,1.5.7,67.0,51.0,88.0,,conda-forge/autopep8,autopep8,2717.0,96065.0,85881.0,https://pypi.org/project/autopep8,2021-04-30 06:04:42.000000,10184.0,2075612.0,2083880.0,https://anaconda.org/conda-forge/autopep8,2021-04-30 08:34:16.877000,512640.0,1.0,,,,,,,,,,,,,,,
17,setuptools,https://github.com/pypa/setuptools,,Official project repository for the Setuptools build system.,build-tools,34,True,pypa/setuptools,https://github.com/pypa/setuptools,MIT,2016-03-29 14:02:33.000000,2021-08-16 14:05:02.503000,2021-07-21 22:46:41.000000,749.0,1244.0,1406.0,2021-07-19 01:20:27.000000,57.4.0,434.0,453.0,562.0,,conda-forge/setuptools,setuptools,,170388.0,112458.0,https://pypi.org/project/setuptools,2021-07-19 01:20:16.000000,57930.0,128552438.0,128953954.0,https://anaconda.org/conda-forge/setuptools,2021-08-16 14:05:02.503000,24492444.0,1.0,,110.0,,,,,,,,,,,,,
18,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 15:28:09.000000,2021-08-18 11:43:19.000000,2021-08-09 18:38:41.000000,848.0,488.0,28205.0,2021-08-05 20:19:04.000000,10.7.0,131.0,105.0,7.0,,conda-forge/rich,rich,2187.0,6098.0,6098.0,https://pypi.org/project/rich,2021-08-05 20:17:41.000000,0.0,1962203.0,1988347.0,https://anaconda.org/conda-forge/rich,2021-08-06 13:03:39.043000,339882.0,1.0,,,,,,,,,,,,,,,
19,mkdocs-material,https://github.com/squidfunk/mkdocs-material,,Technical documentation that just works.,documentation,33,True,squidfunk/mkdocs-material,https://github.com/squidfunk/mkdocs-material,MIT,2016-01-28 22:09:23.000000,2021-08-16 08:43:28.000000,2021-08-16 08:42:12.000000,1724.0,1085.0,7238.0,2021-08-11 20:19:34.000000,7.2.4,210.0,125.0,7.0,['mkdocs'],conda-forge/mkdocs-material,mkdocs-material,3508.0,9544.0,8042.0,https://pypi.org/project/mkdocs-material,2021-08-11 20:19:34.000000,1502.0,480709.0,482832.0,https://anaconda.org/conda-forge/mkdocs-material,2021-08-11 23:05:54.429000,57332.0,1.0,,,,,,,,,,,,,,,
20,robotframework,https://github.com/robotframework/robotframework,,Generic automation framework for acceptance testing and RPA.,testing,33,True,robotframework/robotframework,https://github.com/robotframework/robotframework,Apache-2.0,2014-06-27 11:10:38.000000,2021-08-16 23:01:52.000000,2021-08-16 23:00:54.000000,1722.0,3420.0,6206.0,2021-07-19 10:40:50.000000,4.1,64.0,146.0,194.0,,conda-forge/robotframework,robotframework,12994.0,5495.0,4087.0,https://pypi.org/project/robotframework,2021-07-19 10:31:38.000000,1408.0,805586.0,806946.0,https://anaconda.org/conda-forge/robotframework,2021-07-19 12:30:18.399000,58250.0,1.0,,513.0,,,,,,,,,,,,,
21,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 13:51:19.000000,2021-08-19 14:10:28.000000,2021-08-18 09:42:02.000000,467.0,1077.0,5345.0,2021-08-16 23:00:43.000000,hypothesis-python-6.14.8,859.0,248.0,64.0,,conda-forge/hypothesis,hypothesis,10883.0,12203.0,9587.0,https://pypi.org/project/hypothesis,2021-08-16 23:00:28.000000,2616.0,1942508.0,2017771.0,https://anaconda.org/conda-forge/hypothesis,2021-08-17 00:46:29.802000,4591078.0,1.0,,,,,,,,,,,,,,,
22,pip-tools,https://github.com/jazzband/pip-tools,,A set of tools to keep your pinned Python dependencies fresh.,dependency-managers,33,True,jazzband/pip-tools,https://github.com/jazzband/pip-tools,BSD-3-Clause,2012-09-10 08:50:26.000000,2021-08-13 11:13:22.000000,2021-08-13 11:13:22.000000,455.0,626.0,5138.0,2021-06-22 09:33:33.000000,6.2.0,93.0,157.0,127.0,,conda-forge/pip-tools,pip-tools,1617.0,3252.0,,https://pypi.org/project/pip-tools,2021-06-22 09:33:33.000000,3252.0,6417494.0,6418367.0,https://anaconda.org/conda-forge/pip-tools,2021-06-22 11:23:39.836000,13970.0,2.0,,,,,,,1.0,,,,,,,,
23,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 22:22:53.000000,2021-08-18 06:23:10.000000,2021-08-18 06:23:09.000000,414.0,972.0,4082.0,2021-07-29 06:41:35.000000,5.9.3,130.0,245.0,24.0,,conda-forge/isort,isort,,212674.0,188456.0,https://pypi.org/project/isort,2021-07-29 06:40:41.000000,24218.0,17423033.0,17459232.0,https://anaconda.org/conda-forge/isort,2021-07-29 08:58:06.550000,2208148.0,2.0,,,,,,,,,,,,,,,
24,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 17:10:49.000000,2021-08-18 20:12:39.000000,2021-08-17 17:14:26.000000,1592.0,519.0,3787.0,2018-10-05 13:20:49.000000,0.4.2,23.0,108.0,180.0,['sphinx'],conda-forge/sphinx_rtd_theme,sphinx_rtd_theme,1316.0,23490.0,16.0,https://pypi.org/project/sphinx_rtd_theme,2018-10-05 13:20:49.000000,23474.0,1802051.0,1828651.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2021-04-06 20:57:24.009000,1596019.0,1.0,,,,,,,,,,,,,,,
25,pyflakes,https://github.com/PyCQA/pyflakes,,A simple program which checks Python source files for errors.,linters,33,True,PyCQA/pyflakes,https://github.com/PyCQA/pyflakes,MIT,2014-04-07 06:19:46.000000,2021-08-06 03:07:24.000000,2021-05-28 17:28:29.000000,153.0,351.0,1059.0,2021-03-24 16:32:54.000000,2.3.1,30.0,77.0,84.0,,conda-forge/pyflakes,pyflakes,513.0,122742.0,96244.0,https://pypi.org/project/pyflakes,2021-03-24 16:32:54.000000,26498.0,11777160.0,11822970.0,https://anaconda.org/conda-forge/pyflakes,2021-03-24 22:10:26.104000,2840266.0,1.0,,,,,,,,,,,,,,,
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 15:23:47.000000,2021-08-19 08:51:05.000000,2021-08-16 11:34:45.000000,1280.0,2024.0,16005.0,2021-06-25 15:55:04.000000,1.1.7,137.0,282.0,1164.0,,conda-forge/poetry,poetry,1853.0,64.0,,https://pypi.org/project/poetry,2021-08-01 09:24:37.000000,64.0,3014326.0,3212475.0,https://anaconda.org/conda-forge/poetry,2021-06-25 19:57:08.402000,245471.0,2.0,,7819152.0,,,,,,,,,,,,,
27,pre-commit,https://github.com/pre-commit/pre-commit,,A framework for managing and maintaining multi-language pre-commit hooks.,others,32,True,pre-commit/pre-commit,https://github.com/pre-commit/pre-commit,MIT,2014-03-13 00:39:38.000000,2021-08-10 20:13:48.000000,2021-08-10 12:55:03.000000,468.0,1175.0,6371.0,2021-08-06 18:37:37.000000,2.14.0,161.0,123.0,24.0,,conda-forge/pre-commit,pre-commit,2050.0,2136.0,,https://pypi.org/project/pre-commit,2021-08-06 18:32:36.000000,2136.0,3363267.0,3391557.0,https://anaconda.org/conda-forge/pre-commit,2021-08-07 16:27:22.882000,673567.0,1.0,,10596.0,,,,,,,,,,,,,
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 22:08:03.000000,2021-08-19 14:03:17.000000,2021-08-19 14:03:10.000000,1061.0,6098.0,4249.0,2021-06-30 04:55:46.000000,4.10.3,100.0,365.0,2002.0,,conda-forge/conda,conda,15729.0,2104.0,,https://pypi.org/project/conda,2017-04-22 23:38:35.000000,2104.0,53353.0,396848.0,https://anaconda.org/conda-forge/conda,2021-06-30 19:41:33.144000,20609745.0,2.0,,,,,,,,,,,,,,,
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 14:33:27.000000,2021-08-19 10:09:20.000000,2021-08-11 07:00:19.000000,898.0,1093.0,3933.0,2021-08-11 01:26:18.000000,20.7.2,169.0,171.0,62.0,,conda-forge/virtualenv,virtualenv,,34422.0,,https://pypi.org/project/virtualenv,2021-08-11 01:26:18.000000,34422.0,19881973.0,19902187.0,https://anaconda.org/conda-forge/virtualenv,2021-06-29 14:18:57.494000,1071374.0,2.0,,,,,,,,,,,,,,,
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 23:59:23.000000,2021-07-27 02:27:30.000000,2021-07-12 00:36:12.000000,286.0,358.0,3358.0,2021-07-09 21:42:28.000000,1.6.0,52.0,56.0,316.0,,conda-forge/invoke,invoke,3519.0,13062.0,8460.0,https://pypi.org/project/invoke,2021-07-09 21:42:28.000000,4602.0,1751088.0,1757017.0,https://anaconda.org/conda-forge/invoke,2021-07-10 12:55:00.642000,379516.0,1.0,,,,,,,,,,,,,,,
31,pytest-cov,https://github.com/pytest-dev/pytest-cov,,Coverage plugin for pytest.,testing,32,True,pytest-dev/pytest-cov,https://github.com/pytest-dev/pytest-cov,MIT,2014-04-17 20:01:12.000000,2021-08-18 11:57:17.000000,2021-08-18 07:25:06.000000,146.0,195.0,1083.0,2021-06-01 17:24:42.000000,2.12.1,42.0,68.0,100.0,['pytest'],conda-forge/pytest-cov,pytest-cov,821.0,138803.0,95409.0,https://pypi.org/project/pytest-cov,2021-06-01 17:24:42.000000,43394.0,12148884.0,12200499.0,https://anaconda.org/conda-forge/pytest-cov,2021-06-02 16:41:25.608000,3354986.0,1.0,,,,,,,,,,,,,,,
32,python-json-logger,https://github.com/madzak/python-json-logger,,Json Formatter for the standard python logger.,logging,32,True,madzak/python-json-logger,https://github.com/madzak/python-json-logger,BSD-2-Clause,2011-12-27 05:12:26.000000,2021-07-27 23:18:51.000000,2021-07-27 23:18:45.000000,156.0,45.0,1026.0,2021-07-27 23:09:33.000000,2.0.2,20.0,46.0,20.0,,conda-forge/python-json-logger,python-json-logger,196.0,17573.0,16655.0,https://pypi.org/project/python-json-logger,2021-07-27 23:09:33.000000,918.0,3617030.0,3632510.0,https://anaconda.org/conda-forge/python-json-logger,2020-10-12 23:31:31.855000,804968.0,1.0,,,,,,,4.0,,,,,,,,
33,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 22:51:10.000000,2021-08-14 09:37:33.000000,2021-07-27 14:53:19.000000,218.0,381.0,1026.0,2021-07-27 14:52:59.000000,1.3.1,131.0,100.0,171.0,,conda-forge/sentry-sdk,sentry-sdk,1269.0,14281.0,13295.0,https://pypi.org/project/sentry-sdk,2021-07-27 14:52:55.000000,986.0,8984414.0,8987529.0,https://anaconda.org/conda-forge/sentry-sdk,2021-07-27 17:58:10.503000,98480.0,1.0,,4482.0,,,,,,,,,,,,,
34,pytest-xdist,https://github.com/pytest-dev/pytest-xdist,,pytest plugin for distributed testing and loop-on-failures testing modes.,testing,32,True,pytest-dev/pytest-xdist,https://github.com/pytest-dev/pytest-xdist,MIT,2015-09-01 18:51:45.000000,2021-08-09 18:54:29.000000,2021-07-26 18:55:07.000000,150.0,238.0,745.0,2021-06-16 21:48:35.000000,2.3.0,56.0,74.0,200.0,['pytest'],conda-forge/pytest-xdist,pytest-xdist,888.0,28171.0,20829.0,https://pypi.org/project/pytest-xdist,2021-06-16 21:48:35.000000,7342.0,4575033.0,4602216.0,https://anaconda.org/conda-forge/pytest-xdist,2021-06-17 01:17:32.581000,1658204.0,1.0,,,,,,,,,,,,,,,
35,parso,https://github.com/davidhalter/parso,,A Python Parser.,linters,32,True,davidhalter/parso,https://github.com/davidhalter/parso,MIT,2017-05-08 20:14:30.000000,2021-08-19 13:42:15.000000,2021-08-06 16:09:00.000000,72.0,93.0,432.0,2021-03-30 20:43:51.000000,0.8.2,25.0,41.0,8.0,,conda-forge/parso,parso,1088.0,154304.0,142940.0,https://pypi.org/project/parso,2021-03-30 20:43:51.000000,11364.0,16424051.0,16530516.0,https://anaconda.org/conda-forge/parso,2021-03-31 00:05:02.064000,4684499.0,1.0,,,,,,,,,,,,,,,
36,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 23:19:28.580000,2021-08-18 21:39:37.000000,2021-08-18 17:11:44.000000,99.0,295.0,249.0,2021-08-09 20:48:33.000000,0.37.0,65.0,61.0,31.0,,conda-forge/wheel,wheel,739.0,62544.0,,https://pypi.org/project/wheel,2021-08-09 20:48:33.000000,62544.0,90257200.0,90581804.0,https://anaconda.org/conda-forge/wheel,2021-08-13 19:04:03.566000,19800876.0,1.0,,,,,,,,,,,,,,,
37,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 17:22:32.000000,2021-07-17 10:49:46.000000,2021-07-17 10:49:37.000000,425.0,382.0,9537.0,2020-09-20 07:56:32.000000,0.5.3,17.0,29.0,54.0,,conda-forge/loguru,loguru,561.0,9626.0,9284.0,https://pypi.org/project/loguru,2020-09-20 07:54:28.000000,342.0,1456591.0,1464277.0,https://anaconda.org/conda-forge/loguru,2021-04-19 15:15:46.138000,230597.0,2.0,,,,,,,,,,,,,,,
38,pyautogui,https://github.com/asweigart/pyautogui,,A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.,testing,31,True,asweigart/pyautogui,https://github.com/asweigart/pyautogui,BSD-3-Clause,2014-07-17 23:30:38.000000,2021-07-30 01:53:57.000000,2021-07-08 00:57:12.000000,725.0,174.0,5411.0,2021-07-07 17:05:04.000000,0.9.53,50.0,51.0,326.0,,conda-forge/pyautogui,pyautogui,395.0,10199.0,9591.0,https://pypi.org/project/pyautogui,2021-07-07 17:05:04.000000,608.0,482272.0,485206.0,https://anaconda.org/conda-forge/pyautogui,2020-10-13 12:17:23.308000,132048.0,2.0,,,,,,,,,,,,,,,
39,buildbot,https://github.com/buildbot/buildbot,,Python-based continuous integration testing framework; your pull requests are more than welcome!.,build-tools,31,True,buildbot/buildbot,https://github.com/buildbot/buildbot,GPL-2.0,2010-07-06 17:56:53.000000,2021-08-19 14:16:18.000000,2021-08-14 22:01:09.000000,1536.0,716.0,4655.0,2021-07-31 09:54:45.000000,3.3.0,113.0,792.0,650.0,,conda-forge/buildbot,buildbot,22151.0,1144.0,252.0,https://pypi.org/project/buildbot,2021-07-31 09:54:45.000000,892.0,57661.0,59709.0,https://anaconda.org/conda-forge/buildbot,2021-07-31 13:21:14.599000,40274.0,2.0,,15926.0,,,,,,,,,,,,,
40,pylint,https://github.com/PyCQA/pylint,,It's not just a linter that annoys you!.,linters,31,True,PyCQA/pylint,https://github.com/PyCQA/pylint,GPL-2.0,2015-12-09 05:40:02.000000,2021-08-19 14:05:36.000000,2021-08-19 12:36:44.000000,738.0,2866.0,3481.0,2021-07-28 18:51:39.000000,2.9.6,114.0,406.0,726.0,,conda-forge/pylint,pylint,,37734.0,,https://pypi.org/project/pylint,2021-07-28 18:51:39.000000,37734.0,11856957.0,11892360.0,https://anaconda.org/conda-forge/pylint,2021-07-28 21:01:30.049000,2124231.0,2.0,,,,,,,,,,,,,,,
41,bandit,https://github.com/PyCQA/bandit,,Bandit is a tool designed to find common security issues in Python code.,security,31,True,PyCQA/bandit,https://github.com/PyCQA/bandit,Apache-2.0,2018-04-26 09:08:12.000000,2021-08-18 07:05:07.000000,2021-06-29 04:22:51.000000,346.0,366.0,3422.0,2020-12-13 02:48:28.000000,1.7.0,31.0,132.0,178.0,,conda-forge/bandit,bandit,1175.0,10036.0,7682.0,https://pypi.org/project/bandit,2020-12-13 02:48:28.000000,2354.0,1698113.0,1701192.0,https://anaconda.org/conda-forge/bandit,2021-03-10 05:39:36.125000,83091.0,1.0,,77.0,,,,,,,,,,,,,
42,freezegun,https://github.com/spulec/freezegun,,Let your Python tests travel through time.,testing,31,True,spulec/freezegun,https://github.com/spulec/freezegun,Apache-2.0,2012-12-11 05:11:00.000000,2021-08-15 04:26:19.000000,2021-08-02 19:04:19.000000,197.0,167.0,2967.0,2021-01-20 07:45:20.000000,1.1.0,56.0,95.0,67.0,,conda-forge/freezegun,freezegun,525.0,17092.0,8740.0,https://pypi.org/project/freezegun,2021-01-20 07:45:20.000000,8352.0,3747900.0,3751808.0,https://anaconda.org/conda-forge/freezegun,2021-01-20 09:23:22.014000,254056.0,2.0,,,,,,,,,,,,,,,
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 17:51:47.000000,2021-07-30 14:03:48.000000,2021-06-02 11:43:55.000000,132.0,110.0,1461.0,2021-06-02 11:43:46.000000,0.13.9,41.0,48.0,55.0,,conda-forge/ipdb,ipdb,351.0,44411.0,27513.0,https://pypi.org/project/ipdb,2021-06-02 11:43:46.000000,16898.0,1734888.0,1738026.0,https://anaconda.org/conda-forge/ipdb,2021-06-24 04:21:01.798000,191461.0,1.0,,,,,,,,,,,,,,,
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 10:13:12.000000,2021-07-19 14:00:45.000000,2019-10-16 17:48:40.000000,157.0,125.0,1404.0,2019-01-16 20:35:25.000000,1.4.3,41.0,76.0,56.0,,conda-forge/logbook,logbook,1194.0,4740.0,2676.0,https://pypi.org/project/logbook,2019-10-16 18:14:55.000000,2064.0,664050.0,665725.0,https://anaconda.org/conda-forge/logbook,2021-01-11 05:40:29.145000,48503.0,2.0,,273.0,,,,,,,,,,,,,
45,nose,https://github.com/nose-devs/nose,,nose is nicer testing for python.,testing,31,False,nose-devs/nose,https://github.com/nose-devs/nose,LGPL-2.1+,2011-12-13 19:36:32.000000,2021-04-09 10:35:26.000000,2016-03-04 01:16:26.000000,358.0,461.0,1345.0,2015-06-02 09:12:36.000000,1.3.7,14.0,95.0,447.0,,conda-forge/nose,nose,1004.0,199502.0,113028.0,https://pypi.org/project/nose,2015-06-02 09:12:36.000000,86474.0,4107789.0,4136730.0,https://anaconda.org/conda-forge/nose,2020-10-11 16:52:20.277000,1823306.0,2.0,,,,,,,,,,,,,,,
46,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 20:47:06.376000,2021-08-19 14:41:05.000000,2021-03-04 09:33:31.000000,71.0,59.0,926.0,2021-02-22 07:34:12.000000,0.8.9,25.0,67.0,34.0,,conda-forge/tabulate,tabulate,502.0,57498.0,49396.0,https://pypi.org/project/tabulate,2021-02-22 07:34:12.000000,8102.0,25918286.0,25938899.0,https://anaconda.org/conda-forge/tabulate,2021-02-22 13:39:52.132000,1298664.0,2.0,,,,,,,,,,,,,,,
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 00:03:15.000000,2021-06-21 16:20:37.000000,2020-01-10 23:50:18.000000,173.0,52.0,620.0,2018-10-03 01:39:17.000000,0.7.12,24.0,28.0,79.0,['sphinx'],conda-forge/alabaster,alabaster,350.0,64564.0,49666.0,https://pypi.org/project/alabaster,2018-10-03 01:39:17.000000,14898.0,3461207.0,3505832.0,https://anaconda.org/conda-forge/alabaster,2018-10-03 15:29:30.017000,2722174.0,2.0,,,,,,,,,,,,,,,
48,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 22:49:43.000000,2021-08-13 22:34:41.000000,2021-07-23 14:23:55.000000,159.0,152.0,319.0,2021-07-23 20:58:52.000000,21.0,36.0,70.0,55.0,,conda-forge/packaging,packaging,,268999.0,239799.0,https://pypi.org/project/packaging,2021-07-03 12:32:30.000000,29200.0,66871435.0,67015610.0,https://anaconda.org/conda-forge/packaging,2021-07-03 14:49:57.465000,8938592.0,1.0,,128.0,,,,,,,,,,,,,
49,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 08:49:15.000000,2021-08-17 15:34:03.000000,2021-08-17 15:33:56.000000,1220.0,1191.0,18987.0,2021-08-14 15:24:27.000000,3.2.3,58.0,145.0,204.0,,conda-forge/glances,glances,4131.0,372.0,322.0,https://pypi.org/project/glances,2021-08-14 15:07:55.000000,50.0,205615.0,207804.0,https://anaconda.org/conda-forge/glances,2021-06-07 19:57:42.205000,141948.0,1.0,,446.0,,,,,,,,,,,,,
50,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 18:22:31.000000,2021-08-15 07:31:26.000000,2021-07-19 01:17:12.000000,791.0,379.0,11965.0,2020-04-23 19:07:36.000000,0.30.0,67.0,130.0,320.0,,conda-forge/yapf,yapf,,26305.0,22899.0,https://pypi.org/project/yapf,2020-04-23 19:07:36.000000,3406.0,1749752.0,1761821.0,https://anaconda.org/conda-forge/yapf,2021-04-19 00:01:27.357000,748281.0,3.0,,,,,,,,,,,,,,,
51,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 08:26:59.000000,2021-07-19 08:50:10.000000,2021-07-19 08:50:10.000000,328.0,344.0,2593.0,2018-05-05 15:05:40.000000,2.11.1,36.0,117.0,151.0,,conda-forge/factory_boy,factory_boy,889.0,4256.0,,https://pypi.org/project/factory_boy,2018-05-05 15:05:40.000000,4256.0,1660471.0,1661821.0,https://anaconda.org/conda-forge/factory_boy,2021-04-04 01:17:30.466000,79703.0,2.0,,,,,,,,,,,,,,,
52,twine,https://github.com/pypa/twine,,Utilities for interacting with PyPI.,build-tools,30,True,pypa/twine,https://github.com/pypa/twine,Apache-2.0,2013-08-13 15:39:39.000000,2021-08-09 14:15:09.000000,2021-08-01 12:32:37.000000,241.0,325.0,1147.0,2021-07-24 12:41:53.000000,3.4.2,43.0,103.0,44.0,,conda-forge/twine,twine,,62138.0,44634.0,https://pypi.org/project/twine,2021-07-20 16:24:13.000000,17504.0,2180070.0,2185372.0,https://anaconda.org/conda-forge/twine,2021-07-20 19:18:02.428000,318156.0,2.0,,,,,,,,,,,,,,,
53,pytest-mock,https://github.com/pytest-dev/pytest-mock,,Thin-wrapper around the mock package for easier use with pytest.,testing,30,True,pytest-dev/pytest-mock,https://github.com/pytest-dev/pytest-mock,MIT,2014-07-17 00:40:32.000000,2021-07-26 19:38:01.000000,2021-07-26 19:37:59.000000,95.0,89.0,1136.0,2021-05-18 11:53:27.000000,3.6.1,52.0,54.0,10.0,['pytest'],conda-forge/pytest-mock,pytest-mock,,24676.0,18496.0,https://pypi.org/project/pytest-mock,2021-05-06 19:21:18.000000,6180.0,4336478.0,4354268.0,https://anaconda.org/conda-forge/pytest-mock,2021-05-07 01:15:17.653000,1085237.0,2.0,,,,,,,,,,,,,,,
54,pydocstyle,https://github.com/PyCQA/pydocstyle,,docstring style checker.,linters,30,True,PyCQA/pydocstyle,https://github.com/PyCQA/pydocstyle,MIT,2012-01-31 17:18:23.000000,2021-08-16 05:40:04.000000,2021-08-15 13:40:47.000000,146.0,195.0,800.0,2021-05-17 20:37:45.000000,6.1.1,17.0,74.0,75.0,,conda-forge/pydocstyle,pydocstyle,713.0,22181.0,18261.0,https://pypi.org/project/pydocstyle,2021-05-17 20:37:45.000000,3920.0,2023631.0,2030278.0,https://anaconda.org/conda-forge/pydocstyle,2021-05-18 22:35:13.379000,405486.0,2.0,,56.0,,,,,,,,,,,,,
55,coveralls-python,https://github.com/TheKevJames/coveralls-python,,Show coverage stats online via coveralls.io.,testing,30,True,TheKevJames/coveralls-python,https://github.com/TheKevJames/coveralls-python,MIT,2013-02-06 20:48:39.000000,2021-08-06 20:21:21.000000,2021-08-06 20:21:20.000000,174.0,136.0,461.0,2021-07-20 20:24:19.000000,3.2.0,40.0,59.0,8.0,['pytest'],,coveralls,427.0,35576.0,18568.0,https://pypi.org/project/coveralls,2021-07-20 20:24:19.000000,17008.0,440427.0,440427.0,,,,2.0,,,,,,,,,,,,,,,
56,numpydoc,https://github.com/numpy/numpydoc,,Numpy's Sphinx extensions.,documentation,29,True,numpy/numpydoc,https://github.com/numpy/numpydoc,BSD-3-Clause,2013-07-24 16:23:39.000000,2021-05-24 23:17:20.000000,2021-05-19 15:13:17.000000,5751.0,95.0,17941.0,2020-07-01 21:59:00.000000,1.1.0,13.0,65.0,51.0,['sphinx'],conda-forge/numpydoc,numpydoc,,34593.0,27245.0,https://pypi.org/project/numpydoc,2020-07-01 21:59:00.000000,7348.0,238328.0,253211.0,https://anaconda.org/conda-forge/numpydoc,2020-10-01 19:37:54.384000,818572.0,2.0,,,,,,,,,,,,,,,
57,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 13:55:43.000000,2021-07-31 02:34:30.000000,2021-05-19 08:23:53.000000,896.0,93.0,14559.0,2021-05-19 08:24:40.000000,0.5.0,54.0,26.0,18.0,,conda-forge/pysnooper,pysnooper,299.0,513.0,467.0,https://pypi.org/project/pysnooper,2021-05-19 08:24:40.000000,46.0,70015.0,71472.0,https://anaconda.org/conda-forge/pysnooper,2021-05-19 12:14:49.747000,39353.0,1.0,,,,,,,,,,,,,,,
58,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 16:38:14.000000,2021-07-20 07:34:29.000000,2021-05-05 05:08:31.000000,229.0,88.0,3588.0,2019-11-14 11:06:56.000000,0.4.10,38.0,50.0,82.0,,conda-forge/pipreqs,pipreqs,300.0,6839.0,6311.0,https://pypi.org/project/pipreqs,2019-11-14 11:00:54.000000,528.0,96326.0,96698.0,https://anaconda.org/conda-forge/pipreqs,2019-11-14 14:53:43.131000,21991.0,3.0,,,,,,,,,,,,,,,
59,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 21:04:25.000000,2021-08-19 06:30:49.000000,2021-08-19 06:30:48.000000,280.0,877.0,1589.0,2021-06-21 19:33:18.000000,0.15.3,52.0,147.0,82.0,,,wemake-python-styleguide,1819.0,583.0,569.0,https://pypi.org/project/wemake-python-styleguide,2021-06-21 16:28:55.000000,14.0,64178.0,64178.0,,,,2.0,,,,,,,,,,,,,,,
60,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 15:30:20.000000,2021-08-10 05:50:33.000000,2021-08-10 05:50:32.000000,142.0,116.0,1169.0,2020-10-07 16:08:59.000000,0.18.0,19.0,64.0,72.0,,conda-forge/rope,rope,1883.0,33606.0,30674.0,https://pypi.org/project/rope,2020-10-07 16:08:59.000000,2932.0,392110.0,402844.0,https://anaconda.org/conda-forge/rope,2021-05-30 20:11:33.599000,558207.0,1.0,,,,,,,,,,,,,,,
61,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 00:18:05.000000,2021-07-16 14:34:59.000000,2021-05-30 22:55:43.000000,85.0,96.0,773.0,2021-04-21 23:04:29.000000,0.15.1,20.0,26.0,65.0,['pytest'],conda-forge/pytest-asyncio,pytest-asyncio,177.0,16705.0,14677.0,https://pypi.org/project/pytest-asyncio,2021-04-21 23:04:29.000000,2028.0,1615747.0,1626486.0,https://anaconda.org/conda-forge/pytest-asyncio,2021-05-21 05:59:51.013000,547725.0,2.0,,,,,,,,,,,,,,,
62,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 20:54:43.000000,2021-08-12 19:05:12.000000,2021-08-12 19:05:12.000000,44.0,54.0,570.0,2021-04-01 21:21:59.000000,21.4.3,34.0,39.0,43.0,['flake8'],conda-forge/flake8-bugbear,flake8-bugbear,165.0,5594.0,4554.0,https://pypi.org/project/flake8-bugbear,2021-04-01 21:21:59.000000,1040.0,1017101.0,1032967.0,https://anaconda.org/conda-forge/flake8-bugbear,2021-04-02 22:23:40.112000,380803.0,2.0,,,,,,,,,,,,,,,
63,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 18:52:25.000000,2021-08-13 07:13:06.000000,2021-05-18 23:33:51.000000,138.0,340.0,545.0,2021-05-06 19:46:25.000000,4.30.0,59.0,95.0,110.0,,conda-forge/breathe,breathe,1467.0,6934.0,4926.0,https://pypi.org/project/breathe,2021-05-06 19:45:36.000000,2008.0,102961.0,106675.0,https://anaconda.org/conda-forge/breathe,2021-05-08 22:53:25.599000,214074.0,2.0,,97.0,,,,,,,,,,,,,
64,pytest-html,https://github.com/pytest-dev/pytest-html,,Plugin for generating HTML reports for pytest results.,testing,29,True,pytest-dev/pytest-html,https://github.com/pytest-dev/pytest-html,MPL-2.0,2015-04-14 19:22:42.000000,2021-08-13 00:14:03.000000,2021-01-23 03:26:17.000000,170.0,180.0,434.0,2020-12-13 15:24:58.000000,3.1.1,44.0,43.0,81.0,['pytest'],conda-forge/pytest-html,pytest-html,376.0,12712.0,11728.0,https://pypi.org/project/pytest-html,2020-12-13 15:24:58.000000,984.0,1426938.0,1430009.0,https://anaconda.org/conda-forge/pytest-html,2020-12-13 19:43:13.698000,156636.0,2.0,,,,,,,,,,,,,,,
65,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 21:09:28.000000,2021-06-05 10:04:22.000000,2021-06-05 10:03:49.000000,66.0,,218.0,2021-04-21 10:37:50.000000,4.1.0,37.0,182.0,,['flake8'],,hacking,1052.0,8690.0,,https://pypi.org/project/hacking,2021-04-21 10:37:50.000000,8690.0,151883.0,151883.0,,,,2.0,,,,,,,,,,,,,,,
66,typed_ast,https://github.com/python/typed_ast,,Modified fork of CPython's ast module that parses `# type:` comments.,ast,29,True,python/typed_ast,https://github.com/python/typed_ast,Apache-2.0,2016-02-16 22:40:09.000000,2021-04-12 00:18:06.000000,2021-04-12 00:18:06.000000,48.0,75.0,188.0,2021-04-11 23:57:40.000000,1.4.3,29.0,21.0,5.0,,,typed_ast,173.0,10362.0,,https://pypi.org/project/typed_ast,2021-04-11 23:57:40.000000,10362.0,15374008.0,15374008.0,,,,1.0,,,,,,,,,,,,,,,
67,pyinstaller,https://github.com/pyinstaller/pyinstaller,,Freeze (package) Python programs into stand-alone executables.,packaging,28,True,pyinstaller/pyinstaller,https://github.com/pyinstaller/pyinstaller,GPL-2.0,2011-11-23 11:05:56.000000,2021-08-19 09:35:42.000000,2021-08-19 09:35:42.000000,1691.0,3918.0,8342.0,2021-08-07 05:53:00.000000,4.5.1,31.0,408.0,327.0,,conda-forge/pyinstaller,pyinstaller,8019.0,0.0,,https://pypi.org/project/pyinstaller,2021-08-07 05:48:19.000000,0.0,550919.0,562618.0,https://anaconda.org/conda-forge/pyinstaller,2021-08-09 00:07:56.170000,253918.0,1.0,,716098.0,,,,,-6.0,,,,,,,,
68,py-spy,https://github.com/benfred/py-spy,,Sampling profiler for Python programs.,profiling,28,True,benfred/py-spy,https://github.com/benfred/py-spy,MIT,2018-08-01 02:22:15.000000,2021-08-18 19:34:03.000000,2021-08-18 19:34:02.000000,266.0,157.0,7204.0,2021-07-31 06:45:09.000000,0.3.8,31.0,28.0,74.0,,,py-spy,408.0,50.0,,https://pypi.org/project/py-spy,2021-07-31 06:45:09.000000,50.0,658993.0,659240.0,,,,2.0,,6177.0,,,,,,py-spy,,,,,,,
69,playwright-python,https://github.com/microsoft/playwright-python,,Python version of the Playwright testing and automation library.,testing,28,True,microsoft/playwright-python,https://github.com/microsoft/playwright-python,Apache-2.0,2020-07-01 15:28:13.000000,2021-08-19 08:41:06.000000,2021-08-16 10:35:23.000000,430.0,394.0,5013.0,2021-08-13 23:43:28.000000,1.14.0,57.0,21.0,18.0,,,playwright,400.0,369.0,369.0,https://pypi.org/project/playwright,2021-08-13 23:43:28.000000,0.0,106717.0,106717.0,,,,2.0,,,,,,,,,,,,,,,
70,line_profiler,https://github.com/pyutils/line_profiler,,Line-by-line profiling for Python.,profiling,28,True,pyutils/line_profiler,https://github.com/pyutils/line_profiler,BSD-3-Clause,2016-05-26 17:37:38.151000,2021-08-13 01:07:38.000000,2021-06-25 15:57:31.000000,250.0,12.0,3527.0,2021-04-30 19:15:30.000000,3.2.5,8.0,25.0,33.0,,conda-forge/line_profiler,line_profiler,162.0,692.0,,https://pypi.org/project/line_profiler,2017-12-20 02:30:37.000000,692.0,233722.0,236900.0,https://anaconda.org/conda-forge/line_profiler,2021-06-05 03:09:37.408000,200256.0,2.0,,,,,,,,,,,,,,,
71,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 20:52:08.000000,2021-08-19 02:18:42.000000,2021-08-19 02:18:39.000000,201.0,335.0,3384.0,2021-08-12 00:03:24.000000,2021.8.11,107.0,63.0,96.0,,conda-forge/pytype,pytype,4592.0,88.0,,https://pypi.org/project/pytype,2021-08-12 00:03:24.000000,88.0,96694.0,100531.0,https://anaconda.org/conda-forge/pytype,2020-10-13 18:48:00.617000,57558.0,2.0,,,,,,,,,,,,,,,
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 21:41:22.000000,2021-08-17 10:04:46.000000,2021-08-17 10:04:43.000000,274.0,285.0,3333.0,2021-06-20 13:16:14.000000,5.0.0,31.0,106.0,5.0,,,mimesis,2019.0,84.0,,https://pypi.org/project/mimesis,2020-12-21 11:12:37.000000,84.0,127777.0,127779.0,,,,2.0,,174.0,,,,,,,,,,,,,
73,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 22:55:54.000000,2021-08-02 15:30:19.000000,2021-08-02 15:30:19.000000,402.0,114.0,1280.0,,,8.0,76.0,54.0,,conda-forge/pyelftools,pyelftools,572.0,3278.0,2394.0,https://pypi.org/project/pyelftools,2020-10-27 13:45:19.000000,884.0,597803.0,598897.0,https://anaconda.org/conda-forge/pyelftools,2020-10-27 16:16:13.901000,71156.0,2.0,,,,,,,,,,,,,,,
74,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 18:58:58.000000,2021-08-08 13:25:20.000000,2021-08-08 13:24:47.000000,94.0,135.0,1233.0,2021-06-08 16:35:34.000000,5.0.1,53.0,49.0,20.0,,conda-forge/radon,radon,521.0,3023.0,1925.0,https://pypi.org/project/radon,2021-08-08 13:25:20.000000,1098.0,366345.0,367053.0,https://anaconda.org/conda-forge/radon,2020-09-18 20:13:31.841000,32580.0,1.0,,,,,,,,,,,,,,,
75,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 22:12:34.579000,2021-08-17 14:18:45.000000,2021-08-14 23:27:28.000000,236.0,2649.0,1210.0,2021-08-05 19:31:22.000000,4.2.0,14.0,133.0,653.0,,conda-forge/scons,scons,7424.0,50.0,,https://pypi.org/project/scons,2019-12-17 02:49:51.000000,50.0,198453.0,202591.0,https://anaconda.org/conda-forge/scons,2021-08-01 10:59:18.245000,218709.0,2.0,,372.0,,,,,,,,,,,,,
76,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 06:19:21.000000,2021-08-01 16:40:40.000000,2021-08-01 16:40:24.000000,94.0,184.0,719.0,2020-09-09 13:36:59.000000,3.53.1,94.0,38.0,9.0,,conda-forge/progressbar2,progressbar2,867.0,13277.0,11081.0,https://pypi.org/project/progressbar2,2020-09-09 13:28:47.000000,2196.0,1150850.0,1156428.0,https://anaconda.org/conda-forge/progressbar2,2020-09-09 14:31:33.844000,321619.0,2.0,,1610.0,,,,,,,,,,,,,
77,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 17:57:21.000000,2021-06-30 09:10:18.153000,2021-06-14 17:01:47.000000,75.0,64.0,705.0,2021-04-13 13:51:48.000000,5.0.1,60.0,30.0,2.0,,conda-forge/colorlog,colorlog,,14612.0,10946.0,https://pypi.org/project/colorlog,2021-06-14 17:02:48.000000,3666.0,5254819.0,5261159.0,https://anaconda.org/conda-forge/colorlog,2021-06-30 09:10:18.153000,405776.0,2.0,,,,,,,,,,,,,,,
78,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 21:47:18.000000,2021-07-21 12:10:40.000000,2021-03-29 11:37:20.000000,170.0,203.0,514.0,2021-03-08 07:25:44.000000,2.13.4,103.0,89.0,138.0,,,zc.buildout,1616.0,1974.0,,https://pypi.org/project/zc.buildout,2021-03-09 08:12:12.000000,1974.0,93665.0,93665.0,,,,2.0,,,,,,,,,,,,,,,
79,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 06:35:15.000000,2021-08-05 01:27:26.000000,2021-04-26 10:09:38.000000,102.0,150.0,475.0,2021-04-09 06:40:49.000000,2.4.3,49.0,58.0,29.0,['pylint'],conda-forge/pylint-django,pylint-django,547.0,16773.0,14527.0,https://pypi.org/project/pylint-django,2021-04-09 06:39:56.000000,2246.0,600435.0,601842.0,https://anaconda.org/conda-forge/pylint-django,2021-01-12 09:07:20.984000,83897.0,2.0,,203.0,,,,,,,,,,,,,
80,python-coloredlogs,https://github.com/xolox/python-coloredlogs,,Colored terminal output for Python's logging module.,logging,28,True,xolox/python-coloredlogs,https://github.com/xolox/python-coloredlogs,MIT,2013-05-30 18:57:12.000000,2021-06-11 10:22:42.000000,2021-06-11 10:22:09.000000,37.0,49.0,426.0,2021-06-11 10:22:42.000000,15.0.1,63.0,16.0,25.0,,,coloredlogs,273.0,10687.0,8591.0,https://pypi.org/project/coloredlogs,2021-06-11 10:22:42.000000,2096.0,1777346.0,1777346.0,,,,2.0,,,,,,,,,,,,,,,
81,mccabe,https://github.com/PyCQA/mccabe,,McCabe complexity checker for Python.,code-metrics,28,True,PyCQA/mccabe,https://github.com/PyCQA/mccabe,Saxpath,2013-02-20 22:19:04.000000,2021-04-02 23:49:37.000000,2021-04-02 23:49:37.000000,40.0,34.0,420.0,2017-01-26 22:13:14.000000,0.6.1,11.0,21.0,7.0,,conda-forge/mccabe,mccabe,142.0,241416.0,210406.0,https://pypi.org/project/mccabe,2017-01-26 22:13:14.000000,31010.0,19741244.0,19790346.0,https://anaconda.org/conda-forge/mccabe,2018-07-08 18:43:04.536000,3044367.0,1.0,,,,,,,,,,,,,,,
82,pep8-naming,https://github.com/PyCQA/pep8-naming,,Naming Convention checker for Python.,linters,28,False,PyCQA/pep8-naming,https://github.com/PyCQA/pep8-naming,Saxpath,2013-02-09 18:32:52.000000,2021-08-08 04:41:02.577000,2021-08-08 02:43:05.000000,53.0,66.0,328.0,2021-08-08 02:45:08.000000,0.12.1,23.0,29.0,12.0,,conda-forge/pep8-naming,pep8-naming,230.0,10257.0,7229.0,https://pypi.org/project/pep8-naming,2021-08-08 02:45:08.000000,3028.0,1008476.0,1011455.0,https://anaconda.org/conda-forge/pep8-naming,2021-08-08 04:41:02.577000,196644.0,2.0,,,,,,,,,,,,,,,
83,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 15:34:54.000000,2021-07-27 09:28:31.000000,2019-12-22 18:11:19.000000,39.0,21.0,171.0,2019-12-22 18:12:11.000000,1.6.3,11.0,10.0,18.0,,conda-forge/astunparse,astunparse,86.0,26037.0,25855.0,https://pypi.org/project/astunparse,2019-12-22 18:12:11.000000,182.0,4257652.0,4266096.0,https://anaconda.org/conda-forge/astunparse,2021-01-15 07:40:29.426000,422233.0,2.0,,,,,,,,,,,,,,,
84,gast,https://github.com/serge-sans-paille/gast,,Python AST that abstracts the underlying Python version.,ast,28,True,serge-sans-paille/gast,https://github.com/serge-sans-paille/gast,BSD-3-Clause,2016-07-18 10:39:07.000000,2021-08-06 10:14:34.000000,2021-08-06 10:14:34.000000,22.0,24.0,113.0,2021-08-02 05:45:24.000000,0.5.2,19.0,10.0,,,conda-forge/gast,gast,90.0,67006.0,63618.0,https://pypi.org/project/gast,2021-08-02 05:45:24.000000,3388.0,9162877.0,9194267.0,https://anaconda.org/conda-forge/gast,2021-06-29 07:42:31.263000,1224242.0,2.0,,,,,,,,,,,,,,,
85,sqlmap,https://github.com/sqlmapproject/sqlmap,,Automatic SQL injection and database takeover tool.,security,27,True,sqlmapproject/sqlmap,https://github.com/sqlmapproject/sqlmap,GPL-3.0,2012-06-26 09:52:15.000000,2021-08-18 21:16:22.000000,2021-08-18 21:16:19.000000,4406.0,4341.0,20821.0,2021-07-04 21:08:17.000000,1.5.7,70.0,108.0,47.0,,,sqlmap,9800.0,8.0,,https://pypi.org/project/sqlmap,2021-08-02 00:39:01.000000,8.0,11842.0,11842.0,,,,2.0,,,,,,,,,,,,,,,
86,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 15:40:33.000000,2021-08-19 14:22:13.000000,2021-08-09 10:34:56.000000,325.0,760.0,5670.0,2021-06-24 10:11:18.000000,0.6.16,156.0,102.0,219.0,,conda-forge/nuitka,nuitka,7882.0,54.0,,https://pypi.org/project/nuitka,2021-08-09 11:32:30.000000,54.0,20659.0,25412.0,https://anaconda.org/conda-forge/nuitka,2021-08-10 06:39:05.844000,304223.0,2.0,,,,,,,,,,,,,,,
87,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 11:35:34.000000,2021-07-02 15:56:52.000000,2021-06-11 17:11:55.000000,1354.0,2371.0,3220.0,2017-05-30 10:07:57.000000,0.11.1,730.0,482.0,836.0,,,coala-bears,4487.0,218.0,10.0,https://pypi.org/project/coala-bears,2017-11-10 21:04:50.000000,208.0,7764.0,7765.0,,,,2.0,,146.0,,,,,,,,,,,,,
88,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 11:56:14.000000,2021-06-12 20:24:38.000000,2021-06-12 20:24:38.000000,309.0,100.0,3037.0,2018-08-16 03:16:49.000000,0.54.0,52.0,88.0,92.0,,,memory_profiler,638.0,534.0,,https://pypi.org/project/memory_profiler,2018-08-16 03:16:49.000000,534.0,317432.0,317432.0,,,,2.0,,,,,,,,,,,,,,,
89,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 23:44:30.000000,2021-08-16 01:52:23.000000,2021-08-16 01:52:23.000000,182.0,141.0,2184.0,2017-09-02 18:52:28.000000,2017.1.4,69.0,78.0,140.0,,conda-forge/pudb,pudb,,3923.0,2497.0,https://pypi.org/project/pudb,2021-05-08 20:11:53.000000,1426.0,271713.0,273464.0,https://anaconda.org/conda-forge/pudb,2020-04-15 19:25:06.154000,106837.0,2.0,,,,,,,,,,,,,,,
90,structlog,https://github.com/hynek/structlog,,Structured Logging for Python.,logging,27,True,hynek/structlog,https://github.com/hynek/structlog,MIT,2013-08-13 15:55:58.000000,2021-08-11 04:54:28.000000,2021-08-11 04:36:20.000000,138.0,157.0,1590.0,2021-02-18 16:17:00.000000,21.1.0,23.0,74.0,33.0,,conda-forge/structlog,structlog,,4739.0,3533.0,https://pypi.org/project/structlog,2021-02-18 16:06:29.000000,1206.0,2295242.0,2297294.0,https://anaconda.org/conda-forge/structlog,2021-02-22 14:39:08.894000,125178.0,3.0,,,,,,,,,,,,,,,
91,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 21:22:27.000000,2021-08-16 21:11:00.000000,2021-08-16 13:37:39.000000,79.0,170.0,1470.0,2021-07-31 15:27:36.000000,3.3.0,40.0,44.0,87.0,,conda-forge/flit,flit,918.0,226.0,,https://pypi.org/project/flit,2021-07-31 15:27:36.000000,226.0,74384.0,76064.0,https://anaconda.org/conda-forge/flit,2021-07-31 18:54:02.848000,90748.0,3.0,,,,,,,,,,,,,,,
92,prospector,https://github.com/PyCQA/prospector,,"Inspects Python source files and provides information about type and location of classes, methods etc.",code-metrics,27,True,PyCQA/prospector,https://github.com/PyCQA/prospector,GPL-2.0,2013-08-05 07:26:30.000000,2021-08-03 18:29:49.000000,2020-10-21 22:30:57.000000,128.0,211.0,1444.0,2020-10-21 22:32:26.000000,1.3.1,91.0,67.0,56.0,,conda-forge/prospector,prospector,1051.0,3497.0,2359.0,https://pypi.org/project/prospector,2020-10-21 22:31:43.000000,1138.0,443673.0,444102.0,https://anaconda.org/conda-forge/prospector,2020-11-18 00:26:14.628000,25780.0,2.0,,,,,,,,,,,,,,,
93,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 22:21:23.000000,2021-08-17 05:58:39.000000,2021-07-06 19:44:10.000000,132.0,192.0,1080.0,2020-09-04 06:38:01.000000,0.33.1,43.0,56.0,64.0,,conda-forge/doit,doit,1367.0,1238.0,772.0,https://pypi.org/project/doit,2020-09-04 06:38:01.000000,466.0,205210.0,206668.0,https://anaconda.org/conda-forge/doit,2020-10-11 16:47:23.103000,64186.0,3.0,,,,,,,,,,,,,,,
94,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 10:55:33.000000,2021-06-14 13:01:06.000000,2021-06-14 13:01:06.000000,83.0,78.0,792.0,2021-04-17 19:47:26.000000,3.4.1,41.0,33.0,75.0,['pytest'],conda-forge/pytest-benchmark,pytest-benchmark,986.0,2796.0,2066.0,https://pypi.org/project/pytest-benchmark,2021-04-17 19:47:26.000000,730.0,344725.0,356246.0,https://anaconda.org/conda-forge/pytest-benchmark,2021-04-18 21:19:04.860000,748903.0,2.0,,,,,,,,,,,,,,,
95,pdbpp,https://github.com/pdbpp/pdbpp,,"pdb++, a drop-in replacement for pdb (the Python debugger).",debugging,27,True,pdbpp/pdbpp,https://github.com/pdbpp/pdbpp,BSD-3-Clause,2017-06-11 13:42:16.000000,2021-07-18 14:37:30.000000,2021-07-12 13:20:31.000000,44.0,112.0,775.0,2021-07-09 22:22:20.000000,0.10.3,26.0,39.0,64.0,,conda-forge/pdbpp,pdbpp,691.0,3229.0,2201.0,https://pypi.org/project/pdbpp,2021-07-09 22:22:20.000000,1028.0,251830.0,253125.0,https://anaconda.org/conda-forge/pdbpp,2021-07-11 15:21:48.419000,62179.0,2.0,,,,,,,,,,,,,,,
96,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 21:09:27.000000,2020-10-24 19:01:48.000000,2020-10-24 18:04:51.000000,54.0,68.0,727.0,2020-07-06 18:40:33.000000,0.9.4,25.0,36.0,35.0,['pytest'],conda-forge/pytest-sugar,pytest-sugar,344.0,12467.0,7887.0,https://pypi.org/project/pytest-sugar,2020-07-06 18:40:33.000000,4580.0,490457.0,492715.0,https://anaconda.org/conda-forge/pytest-sugar,2020-09-18 13:41:24.029000,108410.0,2.0,,,,,,,,,,,,,,,
97,nose2,https://github.com/nose-devs/nose2,,"The successor to nose, based on unittest2.",testing,27,True,nose-devs/nose2,https://github.com/nose-devs/nose2,BSD-3-Clause,2011-12-14 15:33:15.000000,2021-07-02 16:32:54.000000,2021-07-02 16:32:54.000000,134.0,199.0,689.0,2021-01-27 21:57:28.000000,0.10.0,26.0,71.0,55.0,,conda-forge/nose2,nose2,1002.0,5907.0,3969.0,https://pypi.org/project/nose2,2021-01-27 21:57:28.000000,1938.0,434328.0,435226.0,https://anaconda.org/conda-forge/nose2,2020-02-02 06:02:02.004000,35033.0,2.0,,,,,,,,,,,,,,,
98,Yappi,https://github.com/sumerc/yappi,,"Yet Another Python Profiler, but this time thread&coroutine&greenlet aware.",profiling,27,True,sumerc/yappi,https://github.com/sumerc/yappi,MIT,2009-10-07 20:46:30.000000,2021-08-10 09:21:13.000000,2021-08-10 09:21:13.000000,48.0,34.0,684.0,2020-11-27 15:28:40.000000,1.3.2,17.0,25.0,14.0,,conda-forge/yappi,yappi,645.0,1091.0,451.0,https://pypi.org/project/yappi,2020-11-27 15:28:40.000000,640.0,677835.0,679583.0,https://anaconda.org/conda-forge/yappi,2020-11-28 16:22:51.992000,87416.0,2.0,,,,,,,,,,,,,,,
99,astor,https://github.com/berkerpeksag/astor,,Python AST read/write.,ast,27,True,berkerpeksag/astor,https://github.com/berkerpeksag/astor,BSD-3-Clause,2012-09-19 23:02:51.000000,2021-03-15 17:27:04.000000,2021-03-15 17:27:04.000000,84.0,72.0,594.0,2019-12-10 01:50:33.000000,0.8.1,14.0,31.0,34.0,,conda-forge/astor,astor,261.0,3756.0,,https://pypi.org/project/astor,2019-12-10 01:50:33.000000,3756.0,4036481.0,4061002.0,https://anaconda.org/conda-forge/astor,2020-07-01 13:36:26.971000,1275127.0,3.0,,,,,,,,,,,,,,,
100,ddt,https://github.com/datadriventests/ddt,,Data-Driven Tests for Python Unittest.,testing,27,True,datadriventests/ddt,https://github.com/datadriventests/ddt,MIT,2012-02-11 22:57:10.000000,2021-03-12 20:36:06.000000,2021-03-12 20:34:54.000000,97.0,30.0,389.0,2021-03-12 20:36:06.000000,1.4.2,26.0,34.0,17.0,,conda-forge/ddt,ddt,211.0,6174.0,3690.0,https://pypi.org/project/ddt,2020-05-15 02:43:35.000000,2484.0,263489.0,264668.0,https://anaconda.org/conda-forge/ddt,2020-05-15 03:17:11.932000,62509.0,2.0,,,,,,,,,,,,,,,
101,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 06:57:52.000000,2021-08-19 10:29:13.000000,2021-08-19 10:29:12.000000,2108.0,1276.0,24309.0,2021-07-25 08:54:47.000000,2.0.4,46.0,330.0,34.0,,,pyenv,2650.0,1.0,,https://pypi.org/project/pyenv,2019-01-12 14:49:22.000000,1.0,5760.0,5760.0,,,,2.0,,,,,,,,,,,,,,,
102,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,26,True,cs01/gdbgui,https://github.com/cs01/gdbgui,GPL-3.0,2016-10-27 03:19:25.000000,2021-08-10 22:01:51.000000,2021-06-01 09:37:14.000000,473.0,161.0,8121.0,2021-05-20 07:34:40.000000,0.13.2.2,91.0,36.0,114.0,,,gdbgui,421.0,102.0,100.0,https://pypi.org/project/gdbgui,2021-05-20 07:33:03.000000,2.0,89043.0,89403.0,,,,3.0,,4688.0,,,,,,,,,,,,,
103,detect-secrets,https://github.com/Yelp/detect-secrets,,An enterprise friendly way of detecting and preventing secrets in code.,security,26,True,Yelp/detect-secrets,https://github.com/Yelp/detect-secrets,Apache-2.0,2017-12-05 00:38:38.000000,2021-08-11 09:31:30.000000,2021-08-01 20:36:31.000000,218.0,151.0,1944.0,2021-04-14 21:25:44.000000,1.1.0,34.0,51.0,77.0,,,detect-secrets,1095.0,34.0,,https://pypi.org/project/detect-secrets,2021-04-14 21:25:44.000000,34.0,163208.0,163208.0,,,,2.0,,,,,,,,,,,,,,,
104,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 17:06:12.000000,2021-08-16 23:28:23.000000,2021-08-16 23:28:23.000000,202.0,571.0,1932.0,2021-08-03 18:39:57.000000,2.1.45,134.0,100.0,140.0,,,pex,,230.0,,https://pypi.org/project/pex,2021-08-03 18:39:03.000000,230.0,127666.0,134153.0,,,,2.0,,363292.0,,,,,,,,,,,,,
105,vulture,https://github.com/jendrikseipp/vulture,,Find dead Python code.,refactoring,26,True,jendrikseipp/vulture,https://github.com/jendrikseipp/vulture,MIT,2016-08-11 15:39:58.647000,2021-08-11 13:46:18.000000,2021-06-04 15:25:15.000000,85.0,134.0,1855.0,2021-01-16 17:51:40.000000,2.3,42.0,28.0,13.0,,conda-forge/vulture,vulture,680.0,1462.0,1102.0,https://pypi.org/project/vulture,2021-01-16 17:49:50.000000,360.0,149469.0,150254.0,https://anaconda.org/conda-forge/vulture,2020-08-11 23:14:02.062000,47128.0,2.0,,,,,,,,,,,,,,,
106,Diamond,https://github.com/python-diamond/Diamond,,Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of..,profiling,26,False,python-diamond/Diamond,https://github.com/python-diamond/Diamond,MIT,2013-10-11 23:32:13.000000,2021-04-29 21:15:40.000000,2018-03-15 16:54:31.000000,593.0,129.0,1626.0,2016-11-25 22:13:29.000000,4.0.515,36.0,343.0,232.0,,,diamond,3219.0,125.0,63.0,https://pypi.org/project/diamond,2016-11-25 22:13:29.000000,62.0,43822.0,43822.0,,,,2.0,,,,,,,,,,,,,,,
107,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 11:38:06.000000,2021-06-11 07:51:49.000000,2020-10-18 16:56:10.000000,234.0,390.0,1315.0,2020-10-06 16:13:40.000000,0.12.10,617.0,35.0,87.0,,,pybuilder,1284.0,110.0,,https://pypi.org/project/pybuilder,2021-05-07 22:11:38.000000,110.0,17360.0,17360.0,,,,3.0,,,,,,,,,,,,,,,
108,safety,https://github.com/pyupio/safety,,Safety checks your installed dependencies for known security vulnerabilities.,security,26,True,pyupio/safety,https://github.com/pyupio/safety,MIT,2016-10-19 13:22:56.000000,2021-05-14 19:37:10.000000,2021-04-28 19:57:23.000000,91.0,68.0,1073.0,2021-01-15 19:34:46.000000,1.10.3,38.0,35.0,47.0,,conda-forge/safety,safety,372.0,2939.0,2395.0,https://pypi.org/project/safety,2021-01-15 19:34:46.000000,544.0,563794.0,568687.0,https://anaconda.org/conda-forge/safety,2021-01-15 20:54:00.958000,21278.0,2.0,,69795.0,,,,,,,,,,,,,
109,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 07:27:43.000000,2021-08-18 07:23:31.000000,2021-08-18 07:23:31.000000,143.0,134.0,871.0,2021-07-03 09:06:41.000000,4.1.0,90.0,42.0,115.0,['pytest'],conda-forge/pytest-bdd,pytest-bdd,672.0,268.0,,https://pypi.org/project/pytest-bdd,2021-07-03 09:06:41.000000,268.0,216199.0,217564.0,https://anaconda.org/conda-forge/pytest-bdd,2020-02-03 16:53:59.114000,36856.0,3.0,,,,,,,,,,,,,,,
110,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 20:08:18.000000,2021-07-24 08:50:12.000000,2021-07-16 01:00:57.000000,75.0,165.0,707.0,2021-07-16 01:03:10.000000,3.3.0,141.0,37.0,6.0,,conda-forge/green,green,1048.0,951.0,593.0,https://pypi.org/project/green,2021-07-16 01:03:10.000000,358.0,15054.0,16874.0,https://anaconda.org/conda-forge/green,2020-11-12 18:09:27.157000,85582.0,3.0,,,,,,,,,,,,,,,
111,typeguard,https://github.com/agronholm/typeguard,,Run-time type checker for Python.,debugging,26,True,agronholm/typeguard,https://github.com/agronholm/typeguard,MIT,2015-12-27 23:15:37.000000,2021-06-04 15:05:16.006000,2021-06-04 11:40:10.000000,62.0,117.0,697.0,2021-06-04 09:09:15.000000,2.12.1,41.0,18.0,41.0,,conda-forge/typeguard,typeguard,238.0,158.0,,https://pypi.org/project/typeguard,2021-06-04 09:09:15.000000,158.0,9582084.0,9583672.0,https://anaconda.org/conda-forge/typeguard,2021-06-04 15:05:16.006000,49252.0,3.0,,,,,,,,,,,,,,,
112,pdoc3,https://github.com/pdoc3/pdoc,,Auto-generate API documentation for Python projects.,documentation,26,True,pdoc3/pdoc,https://github.com/pdoc3/pdoc,AGPL-3.0,2019-01-02 02:32:40.000000,2021-08-11 22:23:55.000000,2021-08-03 04:29:02.000000,112.0,177.0,690.0,2021-08-03 14:51:19.000000,0.10.0,34.0,55.0,87.0,,,pdoc3,568.0,1063.0,973.0,https://pypi.org/project/pdoc3,2021-08-03 14:51:19.000000,90.0,167387.0,167387.0,,,,2.0,,,,,,,,,,,,,,,
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 03:40:17.000000,2021-07-22 17:56:13.000000,2020-12-27 17:36:40.000000,46.0,33.0,417.0,2019-08-04 15:14:24.000000,1.3.1,36.0,17.0,33.0,,conda-forge/autoflake,autoflake,439.0,3265.0,2685.0,https://pypi.org/project/autoflake,2019-08-04 15:14:24.000000,580.0,482158.0,487821.0,https://anaconda.org/conda-forge/autoflake,2021-05-26 15:10:21.374000,158589.0,2.0,,,,,,,,,,,,,,,
114,wasabi,https://github.com/ines/wasabi,,A lightweight console printing and formatting toolkit.,logging,26,True,ines/wasabi,https://github.com/ines/wasabi,MIT,2018-11-17 14:40:55.000000,2021-08-06 12:46:34.000000,2021-01-31 03:56:30.000000,18.0,3.0,296.0,2021-01-31 04:00:51.000000,0.8.2,34.0,4.0,3.0,,conda-forge/wasabi,wasabi,203.0,13086.0,12672.0,https://pypi.org/project/wasabi,2021-01-31 04:00:51.000000,414.0,2265192.0,2278405.0,https://anaconda.org/conda-forge/wasabi,2021-02-01 05:11:04.383000,396413.0,3.0,,,,,,,,,,,,,,,
115,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 14:39:23.000000,2021-06-16 15:01:08.000000,2021-06-16 15:01:08.000000,31.0,35.0,187.0,2021-03-21 15:51:09.000000,0.8.1,17.0,15.0,10.0,['pytest'],conda-forge/pytest-mypy,pytest-mypy,222.0,1458.0,1192.0,https://pypi.org/project/pytest-mypy,2021-03-21 15:51:09.000000,266.0,278487.0,279184.0,https://anaconda.org/conda-forge/pytest-mypy,2020-11-24 14:50:18.057000,12563.0,3.0,,,,,,,,,,,,,,,
116,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 03:38:46.000000,2021-08-18 14:54:44.000000,2021-08-18 14:54:40.000000,358.0,1784.0,7035.0,2021-08-13 21:53:08.000000,1.1.162,246.0,57.0,16.0,,,,,115.0,111.0,,,,,111091.0,,,,2.0,,,,,,,,,pyright,https://www.npmjs.com/package/pyright,2021-08-13 21:48:15.085000,4.0,111091.0,,
117,pyre-check,https://github.com/facebook/pyre-check,,Performant type-checking for python.,linters,25,True,facebook/pyre-check,https://github.com/facebook/pyre-check,MIT,2017-11-10 17:31:36.000000,2021-08-19 13:42:52.000000,2021-08-19 13:42:50.000000,326.0,203.0,5525.0,2021-05-14 19:50:13.000000,0.9.3,62.0,170.0,65.0,,,pyre-check,,46.0,,https://pypi.org/project/pyre-check,2021-05-14 01:29:18.000000,46.0,21620.0,21620.0,,,,2.0,,,,,,,-4.0,,,,,,,,
118,Scalene,https://github.com/plasma-umass/scalene,,"Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python.",profiling,25,True,plasma-umass/scalene,https://github.com/plasma-umass/scalene,Apache-2.0,2019-12-17 20:56:28.000000,2021-08-18 03:17:43.000000,2021-08-18 03:17:43.000000,153.0,103.0,4391.0,2021-07-16 18:49:59.000000,1.3.12,113.0,19.0,32.0,,,scalene,1682.0,57.0,57.0,https://pypi.org/project/scalene,2021-07-16 18:51:03.000000,0.0,4365.0,4365.0,,,,3.0,,,,,,,,,,,,,,,
119,pipx,https://github.com/pypa/pipx,,Install and Run Python Applications in Isolated Environments.,dependency-managers,25,True,pypa/pipx,https://github.com/pypa/pipx,MIT,2018-10-06 18:47:46.000000,2021-08-05 07:45:12.000000,2021-08-05 06:53:54.000000,175.0,332.0,3982.0,2021-08-05 07:45:12.000000,0.16.4,46.0,57.0,81.0,,,pipx,466.0,4.0,,https://pypi.org/project/pipx,2021-08-05 07:45:12.000000,4.0,72701.0,72701.0,,,,3.0,,,,,,,,,,,,,,,
120,pyinstrument,https://github.com/joerick/pyinstrument,,Call stack profiler for Python. Shows you why your code is slow!.,profiling,25,True,joerick/pyinstrument,https://github.com/joerick/pyinstrument,BSD-3-Clause,2014-03-13 17:53:13.000000,2021-08-16 07:56:32.000000,2021-08-16 07:48:17.000000,124.0,71.0,3107.0,2021-08-16 07:56:32.000000,4.0.3,33.0,29.0,18.0,,conda-forge/pyinstrument,pyinstrument,,456.0,320.0,https://pypi.org/project/pyinstrument,2021-08-16 07:56:32.000000,136.0,198962.0,200292.0,https://anaconda.org/conda-forge/pyinstrument,2021-05-03 13:06:12.737000,78519.0,3.0,,,,,,,-2.0,,,,,,,,
121,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 13:05:10.000000,2021-08-19 01:32:59.279000,2021-08-18 13:16:44.000000,110.0,383.0,2001.0,,,77.0,56.0,175.0,,conda-forge/mamba,,1415.0,347.0,347.0,,,,,39558.0,https://anaconda.org/conda-forge/mamba,2021-08-19 01:32:59.279000,1147197.0,3.0,,,,,,,,,,,,,,,
122,uiautomator,https://github.com/xiaocong/uiautomator,,Python wrapper of Android uiautomator test tool.,testing,25,True,xiaocong/uiautomator,https://github.com/xiaocong/uiautomator,MIT,2013-08-18 03:38:50.000000,2021-07-18 13:18:20.000000,2020-11-16 01:36:32.000000,594.0,117.0,1704.0,2020-11-16 03:43:07.000000,1.0.2,41.0,13.0,171.0,,,uiautomator,316.0,312.0,190.0,https://pypi.org/project/uiautomator,2020-11-16 03:43:07.000000,122.0,19428.0,19428.0,,,,3.0,,,,,,,,,,,,,,,
123,briefcase,https://github.com/beeware/briefcase,,Tools to support converting a Python project into a standalone native application.,packaging,25,True,beeware/briefcase,https://github.com/beeware/briefcase,BSD-3-Clause,2015-07-28 15:20:03.000000,2021-08-07 09:02:48.000000,2021-07-10 07:21:52.000000,194.0,234.0,1200.0,2021-03-06 05:36:18.000000,0.3.5,35.0,82.0,105.0,,,briefcase,1195.0,24.0,,https://pypi.org/project/briefcase,2021-03-06 05:37:12.000000,24.0,2737.0,2737.0,,,,2.0,,,,,,,,,,,,,,,
124,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 04:11:53.000000,2021-08-12 03:52:53.000000,2021-08-12 03:52:53.000000,143.0,533.0,1119.0,2021-08-01 12:44:02.000000,6.7.4,224.0,17.0,11.0,,,pyarmor,3186.0,244.0,234.0,https://pypi.org/project/pyarmor,2021-08-01 12:38:32.000000,10.0,39218.0,39218.0,,,,3.0,,18.0,,,,,,,,,,,,,
125,pympler,https://github.com/pympler/pympler,,"Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application.",profiling,25,True,pympler/pympler,https://github.com/pympler/pympler,Apache-2.0,2012-10-04 23:35:16.000000,2021-08-09 18:39:22.000000,2020-10-15 19:16:49.000000,67.0,47.0,800.0,2016-03-31 11:48:42.000000,0.4.3,15.0,26.0,35.0,,conda-forge/pympler,pympler,443.0,478.0,,https://pypi.org/project/pympler,2020-10-14 20:27:50.000000,478.0,235884.0,239084.0,https://anaconda.org/conda-forge/pympler,2020-10-14 22:08:39.935000,169602.0,3.0,,,,,,,,,,,,,,,
126,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 20:43:31.000000,2021-08-15 10:06:12.000000,2021-08-15 10:06:12.000000,129.0,301.0,611.0,2020-05-16 12:35:26.000000,0.4.2,16.0,55.0,111.0,,conda-forge/asv,asv,1894.0,274.0,186.0,https://pypi.org/project/asv,2020-05-16 12:33:41.000000,88.0,21942.0,31223.0,https://anaconda.org/conda-forge/asv,2021-08-07 18:07:49.271000,510475.0,3.0,,,,,,,,,,,,,,,
127,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 14:53:00.000000,2021-01-13 12:56:13.000000,2019-09-25 19:17:09.000000,203.0,78.0,575.0,2019-03-29 17:57:28.000000,0.7.1,56.0,37.0,57.0,['sphinx'],,sphinx-bootstrap-theme,393.0,3095.0,2119.0,https://pypi.org/project/sphinx-bootstrap-theme,2019-03-29 17:57:28.000000,976.0,29846.0,29846.0,,,,2.0,,,,,,,,,,,,,,,
128,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 02:55:56.000000,2021-08-11 15:25:52.000000,2021-08-11 15:25:51.000000,85.0,48.0,568.0,2020-03-02 14:42:32.000000,2.0.2,22.0,34.0,13.0,,conda-forge/pyhamcrest,pyhamcrest,,3392.0,,https://pypi.org/project/pyhamcrest,2020-03-02 14:42:32.000000,3392.0,992036.0,997981.0,https://anaconda.org/conda-forge/pyhamcrest,2020-03-02 15:36:14.195000,374560.0,3.0,,,,,,,,,,,,,,,
129,setuptools_scm,https://github.com/pypa/setuptools_scm,,the blessed package to manage your versions by scm tags.,build-tools,25,True,pypa/setuptools_scm,https://github.com/pypa/setuptools_scm,MIT,2015-07-01 17:57:56.000000,2021-08-12 10:32:17.000000,2021-08-10 10:19:59.000000,135.0,268.0,481.0,2020-12-13 22:17:40.000000,5.0.1,47.0,90.0,74.0,,conda-forge/setuptools_scm,setuptools_scm,,694.0,,https://pypi.org/project/setuptools_scm,2018-08-09 06:35:57.000000,694.0,10673221.0,10684336.0,https://anaconda.org/conda-forge/setuptools_scm,2021-03-17 16:05:30.451000,722490.0,3.0,,,,,,,,,,,,,,,
130,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 09:43:52.000000,2021-06-21 14:55:20.000000,2021-06-21 14:55:20.000000,78.0,93.0,442.0,2017-12-31 01:13:41.000000,1.3.4,28.0,45.0,37.0,,conda-forge/paver,paver,534.0,1908.0,,https://pypi.org/project/paver,2017-12-31 01:13:41.000000,1908.0,32041.0,32440.0,https://anaconda.org/conda-forge/paver,2018-07-24 12:48:36.122000,22796.0,3.0,,,,,,,,,,,,,,,
131,sphinx-autodoc-typehints,https://github.com/agronholm/sphinx-autodoc-typehints,,Type hints support for the Sphinx autodoc extension.,documentation,25,True,agronholm/sphinx-autodoc-typehints,https://github.com/agronholm/sphinx-autodoc-typehints,MIT,2015-09-21 20:41:41.000000,2021-05-20 18:56:40.000000,2021-04-15 00:19:06.000000,65.0,70.0,352.0,2020-10-12 20:37:53.000000,1.11.1,28.0,29.0,47.0,['sphinx'],conda-forge/sphinx-autodoc-typehints,sphinx-autodoc-typehints,174.0,1380.0,,https://pypi.org/project/sphinx-autodoc-typehints,2020-10-12 20:37:53.000000,1380.0,272236.0,276845.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2021-04-15 04:06:00.666000,207443.0,2.0,,,,,,,,,,,,,,,
132,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 17:09:56.000000,2021-06-24 02:56:51.000000,2021-03-14 13:43:08.000000,49.0,44.0,343.0,2021-03-14 13:46:47.000000,2021.3.14,15.0,17.0,12.0,['sphinx'],conda-forge/sphinx-autobuild,sphinx-autobuild,,4682.0,,https://pypi.org/project/sphinx-autobuild,2021-03-14 13:46:47.000000,4682.0,156982.0,158318.0,https://anaconda.org/conda-forge/sphinx-autobuild,2021-03-14 17:15:24.297000,69509.0,2.0,,,,,,,,,,,,,,,
133,darglint,https://github.com/terrencepreilly/darglint,,A python documentation linter which checks that the docstring description matches the definition.,linters,25,True,terrencepreilly/darglint,https://github.com/terrencepreilly/darglint,MIT,2017-09-25 14:11:21.000000,2021-06-01 22:35:18.000000,2021-04-04 23:02:21.000000,26.0,91.0,335.0,2021-02-22 05:24:56.000000,1.7.0,47.0,21.0,41.0,,conda-forge/darglint,darglint,495.0,753.0,733.0,https://pypi.org/project/darglint,2021-02-22 05:24:56.000000,20.0,171419.0,172184.0,https://anaconda.org/conda-forge/darglint,2021-04-05 00:44:14.308000,17617.0,2.0,,,,,,,,,,,,,,,
134,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 15:27:20.000000,2021-06-13 13:28:36.000000,2021-06-13 13:28:19.000000,30.0,71.0,237.0,,,40.0,19.0,15.0,,conda-forge/check-manifest,check-manifest,521.0,8328.0,6524.0,https://pypi.org/project/check-manifest,2021-01-04 14:37:14.000000,1804.0,171160.0,172125.0,https://anaconda.org/conda-forge/check-manifest,2021-01-04 16:36:49.618000,30890.0,2.0,,,,,,,,,,,,,,,
135,flake8-quotes,https://github.com/zheller/flake8-quotes,,Flake8 extension for checking quotes in python.,linters,25,False,zheller/flake8-quotes,https://github.com/zheller/flake8-quotes,MIT,2014-03-10 00:05:08.000000,2020-06-06 07:55:44.000000,2020-05-12 23:46:18.000000,33.0,39.0,130.0,2020-05-12 23:46:28.000000,3.2.0,37.0,28.0,4.0,['flake8'],conda-forge/flake8-quotes,flake8-quotes,99.0,4836.0,3432.0,https://pypi.org/project/flake8-quotes,2020-05-12 23:46:28.000000,1404.0,559483.0,569143.0,https://anaconda.org/conda-forge/flake8-quotes,2020-05-13 00:39:59.431000,569952.0,2.0,,,,,,,,,,,,,,,
136,flake8-isort,https://github.com/gforcada/flake8-isort,,flake8 plugin that integrates isort.,linters,25,True,gforcada/flake8-isort,https://github.com/gforcada/flake8-isort,GPL-2.0,2015-09-12 19:25:34.000000,2021-06-09 07:48:32.414000,2020-08-11 08:04:26.000000,35.0,37.0,112.0,2020-08-11 08:04:21.000000,4.0.0,31.0,28.0,9.0,['flake8'],conda-forge/flake8-isort,flake8-isort,257.0,4282.0,3354.0,https://pypi.org/project/flake8-isort,2020-08-11 08:04:21.000000,928.0,420307.0,420888.0,https://anaconda.org/conda-forge/flake8-isort,2021-06-09 07:48:32.414000,12802.0,2.0,,,,,,,,,,,,,,,
137,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 10:20:18.000000,2021-08-18 21:22:47.000000,2021-07-19 21:02:44.000000,75.0,53.0,1951.0,2019-10-05 13:00:41.000000,1.2.1,26.0,15.0,38.0,,,notifiers,380.0,164.0,158.0,https://pypi.org/project/notifiers,2019-10-05 13:00:41.000000,6.0,249645.0,249645.0,,,,3.0,,,,,,,,,,,,,,,
138,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 20:49:52.000000,2021-07-04 15:22:57.000000,2021-07-04 15:22:57.000000,274.0,198.0,1936.0,2021-06-20 21:23:39.000000,6.4.0,5.0,104.0,111.0,['pytest'],,pytest-testinfra,665.0,0.0,,https://pypi.org/project/pytest-testinfra,2021-06-20 21:23:39.000000,0.0,108245.0,108245.0,,,,3.0,,,,,,,,,,,,,,,
139,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 17:39:18.000000,2021-01-11 21:31:40.000000,2021-01-11 21:31:39.000000,97.0,161.0,1720.0,2020-04-28 06:31:17.000000,.0.8.3,30.0,37.0,100.0,,,dephell,2145.0,283.0,275.0,https://pypi.org/project/dephell,2020-04-28 06:29:24.000000,8.0,17916.0,17921.0,,,,3.0,,147.0,,,,,,,,,,,,,
140,pdoc,https://github.com/mitmproxy/pdoc,,API Documentation for Python Projects.,documentation,24,True,mitmproxy/pdoc,https://github.com/mitmproxy/pdoc,Unlicense,2013-08-04 21:12:50.000000,2021-08-18 11:03:46.000000,2021-08-18 10:29:45.000000,114.0,175.0,997.0,2021-08-18 11:03:46.000000,7.4.0,70.0,31.0,5.0,,,pdoc,,662.0,374.0,https://pypi.org/project/pdoc,2021-08-18 11:03:46.000000,288.0,71743.0,71743.0,,,,3.0,,,,,,,,,,,,,,,
141,pylama,https://github.com/klen/pylama,,Code audit tool for python.,linters,24,False,klen/pylama,https://github.com/klen/pylama,LGPL-3.0,2012-08-17 10:10:10.000000,2021-04-25 06:43:44.000000,2019-04-10 18:20:19.000000,77.0,53.0,797.0,2019-04-10 18:20:47.000000,7.7.1,99.0,41.0,72.0,,,pylama,689.0,3624.0,2620.0,https://pypi.org/project/pylama,2019-04-10 18:20:47.000000,1004.0,87103.0,87103.0,,,,3.0,,,,,,,,,,,,,,,
142,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 02:08:20.000000,2021-01-29 17:57:16.000000,2019-06-15 20:36:43.000000,48.0,41.0,581.0,2018-05-20 19:52:16.000000,4.2.0,17.0,16.0,39.0,['pytest'],conda-forge/pytest-watch,pytest-watch,183.0,3401.0,2619.0,https://pypi.org/project/pytest-watch,2018-05-20 19:52:16.000000,782.0,243398.0,244516.0,https://anaconda.org/conda-forge/pytest-watch,2021-01-18 20:02:36.906000,48079.0,3.0,,,,,,,,,,,,,,,
143,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 18:53:42.000000,2021-06-01 21:27:30.000000,2020-11-16 12:31:58.000000,64.0,52.0,473.0,2020-11-16 12:36:24.000000,0.11.2,21.0,22.0,45.0,,,mamba,468.0,220.0,,https://pypi.org/project/mamba,2020-11-16 12:35:41.000000,220.0,17139.0,17139.0,,,,3.0,,,,,,,,,,,,,,,
144,interrogate,https://github.com/econchick/interrogate,,Explain yourself! Interrogate a codebase for docstring coverage.,documentation,24,True,econchick/interrogate,https://github.com/econchick/interrogate,MIT,2020-04-24 02:33:25.000000,2021-08-02 07:07:24.000000,2021-07-07 12:34:25.000000,21.0,20.0,309.0,2020-11-03 22:11:18.000000,1.3.2,13.0,11.0,11.0,,,interrogate,152.0,806.0,806.0,https://pypi.org/project/interrogate,2021-05-15 00:17:44.000000,0.0,144604.0,144604.0,,,,3.0,,,,,,,,,,,,,,,
145,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 13:16:35.000000,2021-08-12 04:34:39.000000,2021-04-24 12:57:17.000000,42.0,69.0,274.0,2021-04-24 13:10:04.000000,0.10.4.0,10.0,14.0,10.0,,,py2exe,965.0,1582.0,1236.0,https://pypi.org/project/py2exe,2021-04-24 13:15:25.000000,346.0,21989.0,22348.0,,,,2.0,,10423.0,,,,,,,,,,,,,
146,flake8-import-order,https://github.com/PyCQA/flake8-import-order,,Flake8 plugin that checks import order against various Python Style Guides.,linters,24,True,PyCQA/flake8-import-order,https://github.com/PyCQA/flake8-import-order,LGPL-3.0,2014-03-16 12:46:09.000000,2021-03-12 04:22:24.000000,2020-08-04 12:21:12.000000,61.0,85.0,243.0,2019-03-04 08:39:11.000000,0.18.1,34.0,40.0,11.0,['flake8'],conda-forge/flake8-import-order,flake8-import-order,274.0,1892.0,,https://pypi.org/project/flake8-import-order,2019-03-04 08:39:11.000000,1892.0,301754.0,305177.0,https://anaconda.org/conda-forge/flake8-import-order,2019-03-06 03:48:48.199000,195126.0,3.0,,,,,,,,,,,,,,,
147,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 21:40:48.000000,2021-08-19 05:41:14.000000,2020-12-27 18:10:35.000000,31.0,22.0,225.0,2019-11-10 16:23:03.000000,1.3.1,48.0,15.0,27.0,,,docformatter,441.0,792.0,682.0,https://pypi.org/project/docformatter,2020-12-27 18:11:12.000000,110.0,68684.0,68684.0,,,,3.0,,,,,,,,,,,,,,,
148,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 22:10:33.000000,2021-07-26 22:35:23.000000,2021-07-26 22:35:22.000000,32.0,46.0,124.0,2021-06-22 12:00:47.000000,0.9.25,25.0,19.0,6.0,,conda-forge/asteval,asteval,412.0,842.0,604.0,https://pypi.org/project/asteval,2021-06-22 12:00:47.000000,238.0,200540.0,202880.0,https://anaconda.org/conda-forge/asteval,2021-02-27 14:24:12.922000,135765.0,3.0,,,,,,,,,,,,,,,
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 01:59:02.000000,2021-08-09 21:58:13.000000,2021-08-08 20:20:40.000000,5.0,17.0,95.0,2021-08-08 20:37:17.000000,0.15.6,58.0,5.0,15.0,,,xdoctest,617.0,1392.0,1340.0,https://pypi.org/project/xdoctest,2021-08-08 20:20:14.000000,52.0,88767.0,88767.0,,,,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 17:41:25.000000,2021-08-18 00:38:53.000000,2021-06-07 14:43:41.000000,274.0,204.0,7178.0,2021-06-07 14:44:29.000000,1.0.67,52.0,30.0,50.0,,,bpytop,398.0,0.0,,https://pypi.org/project/bpytop,2021-06-07 14:44:29.000000,0.0,8298.0,8298.0,,,,3.0,,,,,,,,,,,,,,,
151,icecream,https://github.com/gruns/icecream,,Never use print() to debug again.,debugging,23,True,gruns/icecream,https://github.com/gruns/icecream,MIT,2018-02-13 18:56:12.000000,2021-07-22 18:00:48.000000,2021-07-22 18:00:48.000000,101.0,53.0,5271.0,2021-06-22 20:52:25.000000,2.1.1,15.0,15.0,23.0,,,icecream,211.0,6.0,,https://pypi.org/project/icecream,2021-06-22 20:47:50.000000,6.0,71960.0,71960.0,,,,3.0,,,,,,,,,,,,,,,
152,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 17:11:25.872000,2021-07-22 13:31:49.000000,2021-01-04 03:14:37.000000,341.0,38.0,3682.0,2021-07-22 13:31:49.000000,3.17.4,169.0,16.0,20.0,,conda-forge/rebound,rebound,166.0,34.0,20.0,https://pypi.org/project/rebound,2021-07-22 13:31:49.000000,14.0,2046.0,4901.0,https://anaconda.org/conda-forge/rebound,2021-06-21 03:42:52.461000,145439.0,3.0,,172.0,,,,,,,,,,,,,
153,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 00:19:00.000000,2021-07-06 17:00:28.000000,2021-07-06 17:00:21.000000,126.0,110.0,3477.0,2021-05-21 22:24:36.000000,21.5.0,21.0,37.0,37.0,,conda-forge/monkeytype,monkeytype,,169.0,135.0,https://pypi.org/project/monkeytype,2021-05-21 22:24:36.000000,34.0,30866.0,31676.0,https://anaconda.org/conda-forge/monkeytype,2021-05-22 12:13:35.937000,34845.0,2.0,,,,,,,,,,,,,,,
154,alive-progress,https://github.com/rsalmei/alive-progress,,"A new kind of Progress Bar, with real time throughput, ETA and very cool animations!.",logging,23,True,rsalmei/alive-progress,https://github.com/rsalmei/alive-progress,MIT,2019-08-05 05:54:30.000000,2021-08-18 22:38:32.000000,2021-01-08 01:36:09.000000,102.0,56.0,2599.0,2021-01-08 01:37:28.000000,1.6.2,19.0,1.0,21.0,,conda-forge/alive-progress,alive-progress,246.0,385.0,385.0,https://pypi.org/project/alive-progress,2021-01-08 01:37:28.000000,0.0,14045.0,14545.0,https://anaconda.org/conda-forge/alive-progress,2021-01-08 03:33:35.990000,9002.0,3.0,,,,,,,,,,,,,,,
155,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 17:50:31.000000,2021-08-17 10:31:22.000000,2021-08-04 17:50:42.000000,75.0,203.0,1088.0,2021-08-04 17:51:17.000000,2.23.3,111.0,19.0,15.0,,conda-forge/pyupgrade,pyupgrade,740.0,10.0,,https://pypi.org/project/pyupgrade,2021-08-04 17:51:17.000000,10.0,123386.0,131295.0,https://anaconda.org/conda-forge/pyupgrade,2021-08-04 19:27:44.748000,245182.0,2.0,,,,,,,,,,,,,,,
156,snoop,https://github.com/alexmojaki/snoop,,"A powerful set of Python debugging tools, based on PySnooper.",debugging,23,True,alexmojaki/snoop,https://github.com/alexmojaki/snoop,MIT,2019-05-13 18:45:35.000000,2021-07-05 21:53:54.000000,2021-07-05 21:53:35.000000,21.0,16.0,625.0,2021-07-05 21:53:54.000000,0.4.0,11.0,20.0,16.0,,,snoop,400.0,67.0,59.0,https://pypi.org/project/snoop,2021-07-05 21:53:54.000000,8.0,18174.0,18174.0,,,,3.0,,,,,,,,,,,,,,,
157,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 05:34:39.000000,2020-12-13 18:51:56.000000,2019-08-11 17:42:44.000000,66.0,46.0,607.0,2019-03-17 19:03:54.000000,0.9.2,15.0,34.0,59.0,,,redbaron,1669.0,485.0,313.0,https://pypi.org/project/redbaron,2019-03-17 18:59:01.000000,172.0,35646.0,35646.0,,,,2.0,,,,,,,,,,,,,,,
158,nox,https://github.com/theacodes/nox,,Flexible test automation for Python.,testing,23,True,theacodes/nox,https://github.com/theacodes/nox,Apache-2.0,2016-02-24 04:02:58.000000,2021-07-12 19:14:14.000000,2021-07-10 09:40:05.000000,95.0,187.0,602.0,2021-06-13 05:12:23.000000,2021.6.12,20.0,60.0,35.0,['pytest'],conda-forge/nox,nox,,56.0,,https://pypi.org/project/nox,2021-06-13 05:12:23.000000,56.0,366440.0,367539.0,https://anaconda.org/conda-forge/nox,2021-06-20 09:53:07.394000,37381.0,3.0,,,,,,,,,,,,,,,
159,prettytable,https://github.com/jazzband/prettytable,,Display tabular data in a visually appealing ASCII table format.,logging,23,False,jazzband/prettytable,https://github.com/jazzband/prettytable,BSD-1-Clause,2016-01-15 02:39:17.000000,2021-08-06 09:56:38.000000,2021-08-06 09:56:36.000000,75.0,35.0,522.0,2021-03-02 19:34:23.000000,2.1.0,14.0,29.0,24.0,,conda-forge/prettytable,prettytable,339.0,0.0,,https://pypi.org/project/prettytable,2021-03-02 19:34:23.000000,0.0,3724989.0,3729742.0,https://anaconda.org/conda-forge/prettytable,2021-03-02 22:49:12.885000,294738.0,3.0,,,,,,,,,,,,,,,
160,pytest-testmon,https://github.com/tarpas/pytest-testmon,,Selects tests affected by changed files. Continous test runner when used with pytest-watch.,testing,23,True,tarpas/pytest-testmon,https://github.com/tarpas/pytest-testmon,AGPL-3.0,2015-02-02 14:21:10.000000,2021-08-12 09:35:07.000000,2021-08-12 09:34:57.000000,28.0,84.0,488.0,2021-08-05 09:35:17.000000,1.1.2,36.0,16.0,28.0,['pytest'],conda-forge/pytest-testmon,pytest-testmon,284.0,98.0,,https://pypi.org/project/pytest-testmon,2021-08-05 09:17:07.000000,98.0,74493.0,75249.0,https://anaconda.org/conda-forge/pytest-testmon,2019-08-03 00:17:17.063000,31780.0,3.0,,,,,,,,,,,,,,,
161,pytest-randomly,https://github.com/pytest-dev/pytest-randomly,,Pytest plugin to randomly order tests and control random.seed.,testing,23,True,pytest-dev/pytest-randomly,https://github.com/pytest-dev/pytest-randomly,MIT,2016-04-08 15:48:10.000000,2021-08-16 08:48:38.000000,2021-08-16 08:48:37.000000,21.0,39.0,345.0,2021-08-13 09:48:44.000000,3.10.0,26.0,16.0,5.0,,,pytest-randomly,,214.0,,https://pypi.org/project/pytest-randomly,2021-08-13 20:24:33.000000,214.0,274898.0,274898.0,,,,3.0,,,,,,,,,,,,,,,
162,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 12:15:56.000000,2021-08-16 18:10:44.084000,2021-08-16 08:19:43.000000,13.0,31.0,290.0,2021-08-16 08:19:59.000000,3.6.1,29.0,10.0,7.0,['flake8'],conda-forge/flake8-comprehensions,flake8-comprehensions,,714.0,,https://pypi.org/project/flake8-comprehensions,2021-08-16 08:19:59.000000,714.0,555197.0,562123.0,https://anaconda.org/conda-forge/flake8-comprehensions,2021-08-16 18:10:44.084000,394822.0,3.0,,,,,,,,,,,,,,,
163,flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,,Flake8 plugin to find commented out or dead code.,linters,23,True,wemake-services/flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,MIT,2018-09-21 06:58:51.000000,2021-07-08 02:15:54.000000,2021-07-08 02:15:53.000000,7.0,25.0,192.0,2021-06-22 10:21:07.000000,1.1.0,11.0,11.0,1.0,['flake8'],,flake8-eradicate,318.0,72.0,,https://pypi.org/project/flake8-eradicate,2021-06-22 10:20:25.000000,72.0,209327.0,209327.0,,,,3.0,,,,,,,,,,,,,,,
164,xenon,https://github.com/rubik/xenon,,Monitoring tool based on radon.,code-metrics,23,True,rubik/xenon,https://github.com/rubik/xenon,MIT,2014-02-14 14:19:20.000000,2021-08-08 17:27:59.000000,2021-05-26 07:12:14.000000,14.0,24.0,187.0,2021-05-26 07:12:42.000000,0.7.3,19.0,7.0,6.0,,conda-forge/xenon,xenon,104.0,359.0,235.0,https://pypi.org/project/xenon,2021-05-26 07:12:42.000000,124.0,61211.0,61485.0,https://anaconda.org/conda-forge/xenon,2019-10-12 20:39:43.883000,12645.0,3.0,,,,,,,,,,,,,,,
165,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 11:45:49.000000,2021-02-16 17:29:01.000000,2021-02-16 17:29:00.000000,57.0,23.0,185.0,2021-02-16 16:47:31.000000,0.2.23,26.0,44.0,39.0,,,data-science-types,446.0,110.0,110.0,https://pypi.org/project/data-science-types,2021-02-16 16:45:03.000000,0.0,60700.0,60700.0,,,,3.0,,,,,,,,,,,,,,,
166,py2app,https://github.com/ronaldoussoren/py2app,,py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins..,packaging,23,True,ronaldoussoren/py2app,https://github.com/ronaldoussoren/py2app,MIT,2020-01-14 11:27:41.000000,2021-05-14 20:21:54.000000,2021-04-06 08:23:10.000000,10.0,198.0,141.0,2021-04-06 08:27:25.000000,0.24,39.0,24.0,154.0,,,py2app,598.0,5391.0,3749.0,https://pypi.org/project/py2app,2021-04-06 08:25:30.000000,1642.0,11847.0,11847.0,,,,3.0,,,,,,,,,,,,,,,
167,flake8-commas,https://github.com/PyCQA/flake8-commas,,Flake8 extension for enforcing trailing commas in python.,linters,23,False,PyCQA/flake8-commas,https://github.com/PyCQA/flake8-commas,MIT,2015-12-16 09:25:13.000000,2021-08-08 00:22:38.000000,2019-06-17 12:14:38.000000,20.0,25.0,125.0,2018-03-19 16:49:31.000000,2.0.0,19.0,9.0,5.0,['flake8'],,flake8-commas,165.0,2291.0,1741.0,https://pypi.org/project/flake8-commas,2018-03-19 16:49:31.000000,550.0,229826.0,229826.0,,,,3.0,,,,,,,,,,,,,,,
168,flake8-black,https://github.com/peterjc/flake8-black,,flake8 plugin to run black for checking Python coding style.,linters,23,True,peterjc/flake8-black,https://github.com/peterjc/flake8-black,MIT,2019-01-10 14:40:26.000000,2021-07-17 00:37:54.092000,2021-07-16 22:58:49.000000,8.0,14.0,93.0,2021-07-16 22:59:22.000000,0.2.3,11.0,4.0,7.0,['flake8'],conda-forge/flake8-black,flake8-black,89.0,1134.0,1098.0,https://pypi.org/project/flake8-black,2021-07-16 22:59:22.000000,36.0,185181.0,190269.0,https://anaconda.org/conda-forge/flake8-black,2021-07-17 00:37:54.092000,132305.0,3.0,,,,,,,,,,,,,,,
169,better-exceptions,https://github.com/Qix-/better-exceptions,,"Pretty and useful exceptions in Python, automatically.",logging,22,True,Qix-/better-exceptions,https://github.com/Qix-/better-exceptions,MIT,2017-03-12 11:23:04.000000,2021-01-29 16:48:55.000000,2021-01-29 16:48:11.000000,195.0,41.0,4004.0,2021-01-29 16:48:55.000000,0.3.3,16.0,14.0,29.0,,,better-exceptions,97.0,74.0,,https://pypi.org/project/better-exceptions,2021-01-29 16:48:55.000000,74.0,27012.0,27012.0,,,,3.0,,,,,,,,,,,,,,,
170,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 03:59:39.000000,2021-02-20 07:50:28.000000,2021-02-20 07:47:40.000000,165.0,56.0,3756.0,2018-06-24 14:16:36.000000,0.37.6,24.0,17.0,24.0,,,vprof,619.0,94.0,76.0,https://pypi.org/project/vprof,2020-02-29 13:31:59.000000,18.0,2508.0,2508.0,,,,3.0,,,,,,,,,,,,,,,
171,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 15:34:48.000000,2020-12-25 03:47:37.000000,2020-03-08 21:43:06.000000,224.0,76.0,2050.0,2018-11-01 16:02:57.000000,0.42,15.0,22.0,21.0,,,python-taint,1576.0,70.0,48.0,https://pypi.org/project/python-taint,2018-11-01 16:02:04.000000,22.0,2747.0,2748.0,,,,3.0,,64.0,,,,,,,,,,,,,
172,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 00:01:06.000000,2021-08-03 05:52:12.000000,2020-08-26 00:32:16.000000,185.0,125.0,1704.0,2017-11-22 14:27:35.000000,2.7.0,37.0,56.0,88.0,,,sixpack,828.0,12.0,8.0,https://pypi.org/project/sixpack,2017-11-22 14:27:35.000000,4.0,241.0,241.0,,,,3.0,,,,,,,,,,,,,,,
173,Bowler,https://github.com/facebookincubator/Bowler,,Safe code refactoring for modern Python.,refactoring,22,True,facebookincubator/Bowler,https://github.com/facebookincubator/Bowler,MIT,2018-06-07 21:44:17.000000,2021-03-01 11:41:45.000000,2021-02-21 23:09:11.000000,85.0,34.0,1308.0,2020-09-17 01:55:39.000000,0.9.0,8.0,26.0,46.0,,conda-forge/bowler,bowler,182.0,10.0,,https://pypi.org/project/bowler,2020-09-17 01:55:39.000000,10.0,45656.0,45969.0,https://anaconda.org/conda-forge/bowler,2019-06-12 18:37:14.246000,10329.0,3.0,,,,,,,,,,,,,,,
174,stackprinter,https://github.com/cknd/stackprinter,,Debugging-friendly exceptions for Python.,logging,22,True,cknd/stackprinter,https://github.com/cknd/stackprinter,MIT,2018-09-05 10:58:47.000000,2021-03-18 20:44:50.000000,2021-01-01 18:48:26.000000,32.0,15.0,1139.0,2020-10-31 13:10:42.000000,0.2.5,14.0,6.0,9.0,,,stackprinter,159.0,77.0,73.0,https://pypi.org/project/stackprinter,2020-10-31 13:06:59.000000,4.0,24423.0,24423.0,,,,3.0,,,,,,,,,,,,,,,
175,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 04:25:52.000000,2021-08-19 00:17:14.000000,2021-08-18 16:16:04.000000,163.0,617.0,765.0,2021-07-08 23:47:54.000000,6.7,27.0,90.0,64.0,,conda-forge/cx_freeze,cx_freeze,,153.0,,https://pypi.org/project/cx_freeze,2017-12-16 18:09:35.000000,153.0,55850.0,58719.0,https://anaconda.org/conda-forge/cx_freeze,2021-07-15 06:40:42.917000,88955.0,3.0,,,,,,,,,,,,,,,
176,pycco,https://github.com/pycco-docs/pycco,,Literate-style documentation generator.,documentation,22,False,pycco-docs/pycco,https://github.com/pycco-docs/pycco,MIT,2010-06-29 07:02:31.000000,2021-03-29 17:53:40.000000,2019-12-20 19:59:49.000000,132.0,28.0,750.0,2018-07-25 01:42:48.000000,0.6.0,11.0,36.0,27.0,,,pycco,222.0,452.0,228.0,https://pypi.org/project/pycco,2018-07-25 01:42:48.000000,224.0,2648.0,2648.0,,,,3.0,,,,,,,,,,,,,,,
177,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 19:11:21.000000,2021-06-21 13:21:11.000000,2021-06-21 13:21:11.000000,101.0,130.0,722.0,2020-07-03 08:11:24.000000,2.5.1,21.0,28.0,25.0,,,pynsist,543.0,88.0,,https://pypi.org/project/pynsist,2021-03-28 16:28:58.000000,88.0,2721.0,2721.0,,,,3.0,,,,,,,,,,,,,,,
178,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 18:03:16.000000,2021-08-16 09:39:11.000000,2021-08-16 09:39:00.000000,34.0,50.0,638.0,2021-06-23 20:47:14.000000,3.3.8,45.0,8.0,37.0,,,hunter,958.0,97.0,63.0,https://pypi.org/project/hunter,2021-06-23 20:47:14.000000,34.0,7908.0,7908.0,,,,3.0,,,,,,,,,,,,,,,
179,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 12:19:00.000000,2021-01-31 10:24:10.000000,2020-02-10 02:47:14.000000,50.0,29.0,259.0,2019-02-25 23:55:38.000000,0.8,19.0,31.0,46.0,,,baron,1489.0,279.0,167.0,https://pypi.org/project/baron,2019-02-01 15:17:04.000000,112.0,36044.0,36044.0,,,,3.0,,,,,,,,,,,,,,,
180,pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,,It helps to use fixtures in pytest.mark.parametrize.,testing,22,True,tvorog/pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,MIT,2016-09-29 23:52:48.000000,2021-07-09 17:10:56.000000,2021-07-09 17:10:56.000000,15.0,19.0,204.0,2020-02-01 18:04:00.000000,0.6.3,12.0,8.0,15.0,['pytest'],conda-forge/pytest-lazy-fixture,pytest-lazy-fixture,94.0,447.0,385.0,https://pypi.org/project/pytest-lazy-fixture,2020-02-01 18:04:00.000000,62.0,191094.0,196235.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2020-02-01 18:49:47.818000,267346.0,3.0,,,,,,,,,,,,,,,
181,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 03:56:37.000000,2020-01-30 01:07:19.000000,2020-01-26 03:27:03.000000,38.0,42.0,159.0,2020-01-11 00:29:49.000000,1.6.3,32.0,10.0,30.0,['sphinx'],,releases,520.0,1069.0,363.0,https://pypi.org/project/releases,2020-01-11 00:29:49.000000,706.0,4451.0,4451.0,,,,3.0,,,,,,,,,,,,,,,
182,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 17:45:08.632000,2020-10-20 18:00:58.207000,2018-06-28 13:35:12.000000,11.0,,64.0,2018-08-16 03:16:49.000000,0.54.0,52.0,61.0,,,conda-forge/memory_profiler,memory_profiler,500.0,534.0,,https://pypi.org/project/memory_profiler,2018-08-16 03:16:49.000000,534.0,317432.0,319479.0,https://anaconda.org/conda-forge/memory_profiler,2020-10-20 18:00:58.207000,129017.0,3.0,,,,,,,,,,,,,,,
183,pyrasite,https://github.com/lmacken/pyrasite,,Inject code into running Python processes.,debugging,21,False,lmacken/pyrasite,https://github.com/lmacken/pyrasite,GPL-3.0,2011-09-10 06:01:20.000000,2021-06-04 01:31:20.000000,2017-03-13 17:42:17.000000,190.0,15.0,2558.0,,,13.0,20.0,40.0,,,pyrasite,274.0,40.0,34.0,https://pypi.org/project/pyrasite,2012-05-09 19:11:33.000000,6.0,17593.0,17593.0,,,,3.0,,,,,,,,,,,,,,,
184,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 20:18:08.000000,2021-07-30 02:31:09.000000,2021-03-19 18:13:03.000000,49.0,33.0,1223.0,2019-09-16 15:37:03.000000,1.2.0,9.0,16.0,26.0,,,pyannotate,94.0,89.0,63.0,https://pypi.org/project/pyannotate,2019-09-16 15:37:03.000000,26.0,3149.0,3149.0,,,,3.0,,,,,,,,,,,,,,,
185,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 18:46:23.000000,2021-06-28 22:10:57.000000,2021-06-28 22:10:43.000000,69.0,60.0,1222.0,2021-04-27 16:06:42.000000,0.5.1,56.0,33.0,27.0,,,shiv,,10.0,,https://pypi.org/project/shiv,2021-04-30 16:25:28.000000,10.0,7317.0,7322.0,,,,3.0,,141.0,,,,,,,,,,,,,
186,wily,https://github.com/tonybaloney/wily,,"A Python application for tracking, reporting on timing and complexity in Python code.",code-metrics,21,True,tonybaloney/wily,https://github.com/tonybaloney/wily,Apache-2.0,2018-10-11 22:12:25.000000,2021-07-01 09:03:50.000000,2021-07-01 09:03:43.000000,45.0,52.0,797.0,2020-09-02 06:33:11.000000,1.19.0,46.0,16.0,28.0,,,wily,703.0,16.0,,https://pypi.org/project/wily,2021-07-01 08:25:50.000000,16.0,13044.0,13044.0,,,,3.0,,,,,,,,,,,,,,,
187,mypy-protobuf,https://github.com/dropbox/mypy-protobuf,,open source tools to generate mypy stubs from protobufs.,linters,21,True,dropbox/mypy-protobuf,https://github.com/dropbox/mypy-protobuf,Apache-2.0,2017-12-11 21:55:05.000000,2021-08-18 08:14:28.000000,2021-08-14 06:44:45.000000,57.0,79.0,377.0,,,34.0,27.0,6.0,,,mypy-protobuf,,24.0,,https://pypi.org/project/mypy-protobuf,2021-07-31 00:42:36.000000,24.0,618172.0,618172.0,,,,3.0,,,,,,,-4.0,,,,,,,,
188,python-manhole,https://github.com/ionelmc/python-manhole,,Debugging manhole for python applications.,debugging,21,True,ionelmc/python-manhole,https://github.com/ionelmc/python-manhole,BSD-2-Clause,2013-06-26 21:49:34.000000,2021-04-08 20:15:04.000000,2021-04-08 17:55:02.000000,15.0,15.0,311.0,2021-04-08 20:14:54.000000,1.8.0,22.0,10.0,5.0,,,manhole,484.0,136.0,70.0,https://pypi.org/project/manhole,2021-04-08 20:14:54.000000,66.0,9875.0,9875.0,,,,3.0,,,,,,,,,,,,,,,
189,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 19:09:01.000000,2021-08-05 20:47:50.000000,2021-08-05 20:47:45.000000,38.0,25.0,274.0,2021-07-31 16:17:24.000000,0.1.4,6.0,27.0,32.0,,,fixit,159.0,8.0,8.0,https://pypi.org/project/fixit,2021-07-30 20:35:02.000000,0.0,1856.0,1856.0,,,,3.0,,,,,,,,,,,,,,,
190,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 01:38:07.332000,2020-07-19 15:23:26.710000,2019-10-30 17:50:10.000000,47.0,,248.0,,,13.0,10.0,,,conda-forge/assertpy,assertpy,279.0,124.0,,https://pypi.org/project/assertpy,2020-07-19 14:39:02.000000,124.0,161020.0,161287.0,https://anaconda.org/conda-forge/assertpy,2020-07-19 15:23:26.710000,12039.0,3.0,,,,,,,,,,,,,,,
191,pytest-docker,https://github.com/avast/pytest-docker,,Docker-based integration tests.,testing,21,True,avast/pytest-docker,https://github.com/avast/pytest-docker,MIT,2017-03-07 04:51:13.000000,2021-06-14 12:23:31.000000,2021-06-14 12:23:20.000000,40.0,14.0,224.0,2021-06-14 12:12:56.000000,0.10.3,15.0,11.0,17.0,['pytest'],,pytest-docker,60.0,28.0,,https://pypi.org/project/pytest-docker,2021-06-14 12:09:30.000000,28.0,36749.0,36753.0,,,,3.0,,81.0,,,,,,,,,,,,,
192,mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,,An MkDocs plugin to export content pages as PDF files.,documentation,21,False,zhaoterryy/mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,MIT,2018-02-20 15:06:51.000000,2021-06-08 19:16:26.000000,2020-07-23 01:35:13.000000,32.0,44.0,198.0,2020-07-23 01:35:39.000000,0.5.8,22.0,9.0,36.0,['mkdocs'],,mkdocs-pdf-export-plugin,68.0,152.0,148.0,https://pypi.org/project/mkdocs-pdf-export-plugin,2020-07-23 01:35:04.000000,4.0,11679.0,11679.0,,,,3.0,,,,,,,,,,,,,,,
193,dodgy,https://github.com/landscapeio/dodgy,,Looks at Python code to search for things which look dodgy such as passwords or diffs.,security,21,True,landscapeio/dodgy,https://github.com/landscapeio/dodgy,MIT,2013-12-25 12:22:20.000000,2021-03-21 11:36:52.000000,2021-03-21 11:36:52.000000,18.0,3.0,91.0,2019-12-31 16:44:58.000000,0.2.1,10.0,14.0,8.0,,conda-forge/dodgy,dodgy,70.0,1898.0,1374.0,https://pypi.org/project/dodgy,2019-12-31 16:44:58.000000,524.0,143793.0,144211.0,https://anaconda.org/conda-forge/dodgy,2020-06-10 17:10:06.579000,25098.0,3.0,,,,,,,,,,,,,,,
194,flake8-builtins,https://github.com/gforcada/flake8-builtins,,Check for python builtins being used as variables or parameters.,linters,21,True,gforcada/flake8-builtins,https://github.com/gforcada/flake8-builtins,GPL-2.0,2016-03-02 00:26:51.000000,2021-04-21 08:08:02.000000,2021-04-14 06:13:26.000000,16.0,31.0,69.0,2020-05-14 10:45:01.000000,1.5.3,23.0,14.0,3.0,['flake8'],conda-forge/flake8-builtins,flake8-builtins,211.0,3009.0,2497.0,https://pypi.org/project/flake8-builtins,2020-05-14 10:45:01.000000,512.0,412364.0,414525.0,https://anaconda.org/conda-forge/flake8-builtins,2020-05-18 15:22:26.836000,123210.0,3.0,,,,,,,,,,,,,,,
195,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 10:35:57.000000,2020-08-24 01:31:58.000000,2020-08-24 01:31:58.000000,114.0,20.0,2994.0,2017-06-28 06:10:16.000000,0.1.3,3.0,18.0,15.0,,,profiling,433.0,42.0,37.0,https://pypi.org/project/profiling,2017-06-28 06:10:16.000000,5.0,3167.0,3167.0,,,,3.0,,,,,,,,,,,,,,,
196,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 16:02:27.000000,2021-07-02 11:03:45.000000,2021-07-02 11:03:29.000000,65.0,30.0,2146.0,2021-07-02 11:03:45.000000,1.2.23,46.0,5.0,1.0,,,pretty_errors,128.0,0.0,,https://pypi.org/project/pretty_errors,2021-07-02 11:03:45.000000,0.0,14879.0,14879.0,,,,3.0,,,,,,,,,,,,,,,
197,xar,https://github.com/facebookincubator/xar,,executable archive format.,packaging,20,True,facebookincubator/xar,https://github.com/facebookincubator/xar,BSD-3-Clause,2017-06-29 18:15:26.000000,2021-07-21 17:45:24.000000,2021-07-21 17:45:19.000000,45.0,21.0,1470.0,2020-12-02 20:41:20.000000,20.12.2,3.0,23.0,8.0,,,xar,62.0,15.0,15.0,https://pypi.org/project/xar,2020-12-02 20:41:20.000000,,266.0,266.0,,,,3.0,,,,,,,,,,,,,,,
198,Birdseye,https://github.com/alexmojaki/birdseye,,Graphical Python debugger which lets you easily view the values of all evaluated expressions.,debugging,20,True,alexmojaki/birdseye,https://github.com/alexmojaki/birdseye,MIT,2017-07-22 18:49:20.000000,2021-08-01 14:18:37.000000,2021-08-01 14:14:35.000000,68.0,32.0,1414.0,2021-07-03 11:54:41.000000,0.9.1,37.0,10.0,18.0,,,birdseye,409.0,0.0,,https://pypi.org/project/birdseye,2021-08-01 14:18:37.000000,0.0,1126.0,1126.0,,,,3.0,,,,,,,,,,,,,,,
199,mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,,"Automatic documentation from sources, for MkDocs.",documentation,20,True,mkdocstrings/mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,ISC,2019-12-09 18:09:09.000000,2021-07-25 18:39:31.000000,2021-06-09 21:25:32.000000,48.0,136.0,422.0,2021-06-09 21:24:38.000000,0.15.2,37.0,19.0,45.0,['mkdocs'],conda-forge/mkdocstrings,mkdocstrings,429.0,0.0,,https://pypi.org/project/mkdocstrings,2021-06-09 21:24:38.000000,0.0,52692.0,53361.0,https://anaconda.org/conda-forge/mkdocstrings,2021-06-10 00:40:28.008000,6693.0,3.0,,,,,,,,,,,,,,,
200,constructor,https://github.com/conda/constructor,,tool for creating installers from conda packages.,packaging,20,True,conda/constructor,https://github.com/conda/constructor,BSD-3-Clause,2016-02-12 06:52:50.000000,2021-08-03 12:29:00.000000,2021-05-24 15:52:40.000000,125.0,194.0,321.0,2021-04-03 16:53:20.000000,3.2.1,37.0,46.0,41.0,,constructor,,948.0,10.0,10.0,,,,,74.0,https://anaconda.org/anaconda/constructor,2021-04-01 17:48:58.348000,4340.0,3.0,,219.0,,,,,,,,,,,,,
201,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 02:48:01.000000,2021-08-09 20:22:19.000000,2021-08-09 20:22:18.000000,17.0,29.0,242.0,2021-03-02 02:05:09.000000,1.10.0,19.0,12.0,2.0,,conda-forge/blacken-docs,blacken-docs,182.0,22.0,,https://pypi.org/project/blacken-docs,2021-03-02 02:05:09.000000,22.0,4916.0,6256.0,https://anaconda.org/conda-forge/blacken-docs,2021-03-02 04:02:19.005000,17428.0,3.0,,,,,,,,,,,,,,,
202,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 21:41:44.000000,2020-11-22 23:34:25.000000,2019-10-22 13:19:39.000000,17.0,11.0,144.0,2019-10-22 13:04:22.000000,1.3.1,9.0,7.0,4.0,['pytest'],conda-forge/pytest-datadir,pytest-datadir,71.0,466.0,388.0,https://pypi.org/project/pytest-datadir,2019-10-22 13:04:22.000000,78.0,101745.0,103172.0,https://anaconda.org/conda-forge/pytest-datadir,2019-10-23 16:32:51.374000,82819.0,3.0,,,,,,,,,,,,,,,
203,eradicate,https://github.com/myint/eradicate,,Removes commented-out code from Python files.,refactoring,20,False,myint/eradicate,https://github.com/myint/eradicate,Saxpath,2012-12-23 04:39:48.000000,2021-07-26 20:00:21.000000,2020-10-01 09:23:01.000000,19.0,13.0,114.0,2020-10-01 09:33:03.000000,2.0.0,16.0,7.0,6.0,,,eradicate,164.0,156.0,,https://pypi.org/project/eradicate,2020-10-01 09:33:03.000000,156.0,232027.0,232027.0,,,,3.0,,,,,,,,,,,,,,,
204,flake8-mypy,https://github.com/ambv/flake8-mypy,,A plugin for flake8 integrating Mypy.,linters,20,False,ambv/flake8-mypy,https://github.com/ambv/flake8-mypy,MIT,2017-02-26 02:27:33.000000,2020-06-19 16:51:36.000000,2020-06-19 16:51:00.000000,15.0,3.0,103.0,2017-08-31 23:17:01.000000,17.8.0,6.0,8.0,19.0,['flake8'],,flake8-mypy,50.0,927.0,729.0,https://pypi.org/project/flake8-mypy,2017-08-31 23:17:01.000000,198.0,42320.0,42320.0,,,,3.0,,,,,,,,,,,,,,,
205,sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,,sphinx builder that outputs markdown files.,documentation,20,True,codejamninja/sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,MIT,2018-11-11 00:07:58.000000,2020-10-07 04:18:38.000000,2020-10-07 04:18:32.000000,28.0,16.0,103.0,2019-12-23 17:05:52.000000,0.5.4,22.0,16.0,18.0,['sphinx'],,sphinx-markdown-builder,99.0,214.0,172.0,https://pypi.org/project/sphinx-markdown-builder,2019-12-23 17:05:52.000000,42.0,13407.0,13407.0,,,,3.0,,,,,,,,,,,,,,,clayrisser/sphinx-markdown-builder
206,mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,,Generate a single PDF file from MkDocs repository.,documentation,20,True,orzih/mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,MIT,2020-02-23 16:34:46.000000,2021-07-13 13:36:29.000000,2021-07-03 02:00:20.000000,14.0,35.0,82.0,2021-07-03 02:09:02.000000,0.9.3,28.0,6.0,17.0,['mkdocs'],,mkdocs-with-pdf,186.0,54.0,54.0,https://pypi.org/project/mkdocs-with-pdf,2021-07-03 02:04:39.000000,,6203.0,6203.0,,,,3.0,,,,,,,,,,,,,,,
207,pylint-flask,https://github.com/jschaf/pylint-flask,,A Pylint plugin to analyze Flask applications.,linters,20,True,jschaf/pylint-flask,https://github.com/jschaf/pylint-flask,GPL-2.0,2015-06-27 20:11:12.000000,2021-03-10 19:35:23.000000,2021-03-10 19:35:23.000000,9.0,5.0,58.0,,,5.0,7.0,4.0,['pylint'],conda-forge/pylint-flask,pylint-flask,40.0,5946.0,5240.0,https://pypi.org/project/pylint-flask,2019-01-30 19:26:02.000000,706.0,173393.0,174250.0,https://anaconda.org/conda-forge/pylint-flask,2019-02-02 18:28:49.934000,51468.0,3.0,,,,,,,,,,,,,,,
208,pyflow,https://github.com/David-OConnor/pyflow,,An installation and dependency system for Python.,dependency-managers,19,True,David-OConnor/pyflow,https://github.com/David-OConnor/pyflow,MIT,2019-07-15 09:40:29.000000,2021-07-13 14:36:24.000000,2021-07-13 14:36:24.000000,31.0,66.0,849.0,2021-07-02 13:17:04.000000,0.3.1,26.0,24.0,43.0,,,pyflow,333.0,0.0,,https://pypi.org/project/pyflow,2021-07-02 13:17:04.000000,0.0,257.0,396.0,,,,3.0,,3337.0,,,,,,,,,,,,,
209,vex,https://github.com/sashahart/vex,,Run a command in the named virtualenv.,virtual-envs,19,False,sashahart/vex,https://github.com/sashahart/vex,MIT,2014-05-09 03:20:02.000000,2021-01-19 19:03:16.000000,2019-05-10 19:18:48.000000,23.0,38.0,370.0,2019-05-10 19:21:38.000000,0.0.19,18.0,3.0,3.0,,,vex,200.0,37.0,21.0,https://pypi.org/project/vex,2019-05-10 19:21:38.000000,16.0,2247.0,2247.0,,,,3.0,,,,,,,,,,,,,,,
210,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 15:53:36.000000,2020-12-08 17:21:33.000000,2020-12-08 17:21:32.000000,13.0,12.0,315.0,2020-10-30 20:40:39.000000,0.11.0,13.0,7.0,20.0,,,dlint,201.0,18.0,,https://pypi.org/project/dlint,2020-10-30 20:40:39.000000,18.0,37112.0,37112.0,,,,3.0,,,,,,,,,,,,,,,
211,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 11:37:21.000000,2021-01-11 21:35:41.000000,2021-01-11 21:35:40.000000,33.0,,222.0,2021-01-11 18:40:32.000000,0.9.0,28.0,15.0,4.0,['flake8'],,flakehell,368.0,0.0,,https://pypi.org/project/flakehell,2021-01-11 18:40:32.000000,0.0,113098.0,113100.0,,,,3.0,,57.0,,,,,,,,,,,,,
212,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,19,True,asottile/add-trailing-comma,https://github.com/asottile/add-trailing-comma,MIT,2017-07-10 00:55:50.000000,2021-08-09 20:22:35.000000,2021-08-09 20:22:34.000000,14.0,34.0,185.0,2021-01-24 18:14:07.000000,2.1.0,30.0,9.0,1.0,,,add-trailing-comma,262.0,14.0,,https://pypi.org/project/add-trailing-comma,2021-01-24 18:14:07.000000,14.0,5665.0,5665.0,,,,3.0,,,,,,,,,,,,,,,
213,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 14:25:24.000000,2021-08-18 23:56:24.000000,2021-08-16 09:31:31.000000,10.0,55.0,173.0,2021-07-20 22:57:53.000000,0.27.0,43.0,10.0,33.0,['flake8'],,nitpick,568.0,0.0,,https://pypi.org/project/nitpick,2021-07-20 22:57:49.000000,0.0,8847.0,8847.0,,,,3.0,,4.0,,,,,,,,,,,,,
214,mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,,An MkDocs plugin that simplifies configuring page titles and their order.,documentation,19,True,lukasgeiter/mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,MIT,2018-02-06 21:09:24.000000,2021-04-20 17:08:31.000000,2020-12-22 01:43:41.000000,17.0,32.0,164.0,2020-12-22 02:04:30.000000,2.5.0,16.0,2.0,6.0,['mkdocs'],,mkdocs-awesome-pages-plugin,53.0,526.0,436.0,https://pypi.org/project/mkdocs-awesome-pages-plugin,2020-12-22 01:59:58.000000,90.0,40235.0,40235.0,,,,3.0,,,,,,,,,,,,,,,
215,unimport,https://github.com/hakancelik96/unimport,,"A linter, formatter for finding and removing unused import statements.",refactoring,19,True,hakancelik96/unimport,https://github.com/hakancelik96/unimport,MIT,2019-09-08 09:49:24.000000,2021-08-10 05:51:22.000000,2021-08-10 05:51:22.000000,14.0,62.0,110.0,2021-06-26 10:40:10.000000,0.8.4,30.0,11.0,10.0,,,unimport,393.0,10.0,10.0,https://pypi.org/project/unimport,2021-06-26 10:40:10.000000,,4040.0,4040.0,,,,3.0,,,,,,,,,,,,,,,
216,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 23:19:09.000000,2020-12-29 20:50:06.000000,2020-08-29 05:51:08.000000,15.0,8.0,62.0,2019-10-08 03:58:31.000000,2.1.2,11.0,5.0,4.0,['flake8'],,flake8-bandit,44.0,156.0,,https://pypi.org/project/flake8-bandit,2019-10-08 03:58:31.000000,156.0,271868.0,271868.0,,,,3.0,,,,,,,,,,,,,,,
217,unify,https://github.com/myint/unify,,Modifies strings to all use the same quote where possible.,refactoring,19,False,myint/unify,https://github.com/myint/unify,MIT,2013-03-24 18:02:19.000000,2021-04-21 16:21:07.000000,2019-08-07 13:44:00.000000,12.0,3.0,56.0,2013-06-22 15:34:37.000000,0.1.5,10.0,5.0,10.0,,,unify,69.0,327.0,273.0,https://pypi.org/project/unify,2019-08-07 13:46:09.000000,54.0,43475.0,43475.0,,,,3.0,,,,,,,,,,,,,,,
218,mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,,MkDocs plugin for setting revision date from git per markdown file.,documentation,19,False,zhaoterryy/mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,MIT,2018-12-03 04:29:33.000000,2020-10-16 02:02:54.000000,2020-10-16 01:58:36.000000,5.0,9.0,36.0,2020-10-16 02:02:42.000000,0.3.1,8.0,6.0,2.0,['mkdocs'],,mkdocs-git-revision-date-plugin,24.0,301.0,283.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,2020-10-16 02:02:18.000000,18.0,12852.0,12852.0,,,,3.0,,,,,,,,,,,,,,,
219,pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,,a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv).,virtual-envs,18,True,pyenv/pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,MIT,2013-02-18 12:59:17.000000,2021-07-25 09:13:36.000000,2021-07-25 09:13:35.000000,297.0,180.0,4437.0,2019-02-14 00:27:42.000000,1.1.5,7.0,44.0,135.0,,,,470.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,
220,fake2db,https://github.com/emirozer/fake2db,,create custom test databases that are populated with fake data.,testing,18,False,emirozer/fake2db,https://github.com/emirozer/fake2db,GPL-2.0,2014-02-18 19:14:28.000000,2019-11-25 09:19:01.000000,2019-11-25 09:19:00.000000,109.0,15.0,2076.0,2019-03-09 13:53:12.000000,1.0.0,20.0,18.0,7.0,,,fake2db,242.0,14.0,13.0,https://pypi.org/project/fake2db,2018-02-09 15:43:23.000000,1.0,400.0,400.0,,,,3.0,,,,,,,,,,,,,,,
221,heartrate,https://github.com/alexmojaki/heartrate,,Simple real time visualisation of the execution of a Python program.,profiling,18,True,alexmojaki/heartrate,https://github.com/alexmojaki/heartrate,MIT,2019-04-24 17:02:28.000000,2021-07-06 10:06:18.000000,2021-07-06 10:06:18.000000,113.0,2.0,1290.0,2019-08-14 12:49:34.000000,0.2.1,3.0,2.0,4.0,,,heartrate,23.0,24.0,24.0,https://pypi.org/project/heartrate,2019-08-14 12:49:34.000000,0.0,327.0,327.0,,,,3.0,,,,,,,,,,,,,,,
222,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 05:14:04.000000,2021-06-13 08:00:00.000000,2021-06-13 07:59:39.000000,58.0,29.0,761.0,2021-06-13 08:00:00.000000,1.7.0,28.0,16.0,21.0,,,portray,,8.0,,https://pypi.org/project/portray,2021-06-13 08:00:00.000000,8.0,6118.0,6118.0,,,,3.0,,,,,,,,,,,,,,,
223,python-devtools,https://github.com/samuelcolvin/python-devtools,,Dev tools for python.,logging,18,True,samuelcolvin/python-devtools,https://github.com/samuelcolvin/python-devtools,MIT,2017-08-20 15:30:06.000000,2021-05-13 20:54:14.000000,2021-03-30 12:05:16.000000,12.0,22.0,376.0,2020-10-22 13:55:06.000000,0.6.1,10.0,5.0,12.0,,,python-devtools,83.0,410.0,409.0,https://pypi.org/project/python-devtools,2017-08-21 10:32:25.000000,1.0,469.0,469.0,,,,3.0,,,,,,,,,,,,,,,
224,imhotep,https://github.com/justinabrahms/imhotep,,A static-analysis bot for Github.,linters,18,False,justinabrahms/imhotep,https://github.com/justinabrahms/imhotep,MIT,2012-12-17 01:26:32.000000,2021-07-28 19:03:11.000000,2017-12-09 20:00:47.000000,37.0,23.0,215.0,2016-09-18 21:57:32.000000,1.1.0,9.0,15.0,23.0,,,imhotep,356.0,11.0,7.0,https://pypi.org/project/imhotep,2016-09-18 21:57:32.000000,4.0,51.0,51.0,,,,3.0,,,,,,,,,,,,,,,
225,pynt,https://github.com/rags/pynt,,A pynt of Python build.,build-tools,18,False,rags/pynt,https://github.com/rags/pynt,MIT,2012-11-17 13:12:49.000000,2020-04-13 11:49:33.000000,2019-10-04 19:05:46.000000,18.0,13.0,152.0,2018-06-24 06:23:48.000000,0.8.2,7.0,9.0,5.0,,,pynt,128.0,124.0,70.0,https://pypi.org/project/pynt,2018-06-24 06:23:48.000000,54.0,4671.0,4671.0,,,,3.0,,,,,,,,,,,,,,,
226,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 05:19:51.000000,2021-03-03 04:44:57.000000,2021-03-03 04:44:57.000000,14.0,29.0,103.0,2020-02-01 05:12:09.000000,0.2.2,6.0,10.0,21.0,['flake8'],conda-forge/pandas-vet,pandas-vet,179.0,47.0,47.0,https://pypi.org/project/pandas-vet,2020-02-01 05:12:09.000000,0.0,5481.0,5735.0,https://anaconda.org/conda-forge/pandas-vet,2020-02-01 05:31:32.445000,7105.0,3.0,,38.0,,,,,,,,,,,,,
227,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 21:45:30.000000,2019-12-07 19:55:59.000000,2019-05-24 17:17:56.000000,5.0,3.0,83.0,2014-09-07 13:57:37.000000,0.5.7,23.0,3.0,3.0,,,pyformat,199.0,111.0,89.0,https://pypi.org/project/pyformat,2017-01-04 02:31:11.000000,22.0,9780.0,9780.0,,,,3.0,,,,,,,,,,,,,,,
228,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 22:56:02.000000,2021-01-08 21:28:29.000000,2018-12-06 03:53:03.000000,29.0,8.0,509.0,2018-12-06 03:59:34.000000,0.0.6,6.0,4.0,3.0,,,py-heat,51.0,39.0,29.0,https://pypi.org/project/py-heat,2018-12-06 03:59:34.000000,10.0,1078.0,1078.0,,,,3.0,,,,,,,,,,,,,,,
229,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 06:06:22.000000,2021-08-19 00:56:53.000000,2021-08-19 00:46:11.000000,8.0,28.0,347.0,2021-08-18 07:07:27.000000,0.8.0,13.0,6.0,6.0,,conda-forge/beartype,beartype,,0.0,,https://pypi.org/project/beartype,2021-08-18 07:07:27.000000,0.0,10241.0,10667.0,https://anaconda.org/conda-forge/beartype,2021-06-30 08:28:07.135000,5970.0,3.0,,,,,,,,,,,,,,,
230,bellybutton,https://github.com/hchasestevens/bellybutton,,Custom Python linting through AST expressions.,linters,17,True,hchasestevens/bellybutton,https://github.com/hchasestevens/bellybutton,MIT,2018-02-17 06:31:44.000000,2021-07-15 00:42:03.000000,2021-07-15 00:42:02.000000,10.0,6.0,216.0,2020-11-27 21:20:22.000000,0.3.1,11.0,5.0,7.0,,,bellybutton,33.0,7.0,7.0,https://pypi.org/project/bellybutton,2020-11-27 21:20:22.000000,0.0,4094.0,4094.0,,,,3.0,,,,,,,,,,,,,,,
231,pep8ify,https://github.com/spulec/pep8ify,,A library that modifies python source code to conform to pep8.,refactoring,17,False,spulec/pep8ify,https://github.com/spulec/pep8ify,Apache-2.0,2012-06-03 03:31:33.000000,2019-03-08 03:06:14.000000,2014-10-24 20:36:38.000000,12.0,12.0,114.0,2014-10-24 20:36:57.000000,0.0.13,13.0,6.0,6.0,,,pep8ify,154.0,53.0,34.0,https://pypi.org/project/pep8ify,2014-10-24 20:36:57.000000,19.0,173.0,173.0,,,,3.0,,,,,,,,,,,,,,,
232,yala,https://github.com/cemsbr/yala,,Yet Another Linter Aggregator.,linters,17,False,cemsbr/yala,https://github.com/cemsbr/yala,MIT,2017-06-02 22:45:50.000000,2021-06-01 22:20:31.000000,2021-04-10 04:03:47.000000,4.0,11.0,11.0,2020-10-24 16:03:12.000000,3.0.1,27.0,3.0,1.0,"['flake8', 'pylint']",,yala,165.0,54.0,36.0,https://pypi.org/project/yala,2020-10-24 16:03:12.000000,18.0,1072.0,1072.0,,,,3.0,,,,,,,,,,,,,,,
233,PyOxidizer,https://github.com/indygreg/PyOxidizer,,A modern Python application packaging and distribution tool.,packaging,16,True,indygreg/PyOxidizer,https://github.com/indygreg/PyOxidizer,MPL-2.0,2018-12-18 23:32:13.000000,2021-08-19 05:57:31.000000,2021-08-19 05:53:38.000000,116.0,148.0,3132.0,2021-08-09 01:16:26.000000,pyoxidizer/0.17,9.0,34.0,217.0,,,,,,,,,,,28.0,,,,3.0,,534.0,,,,,,,,,,,,,
234,pycycle,https://github.com/bndr/pycycle,,Tool for pinpointing circular imports in Python. Find cyclic imports in any project.,linters,16,False,bndr/pycycle,https://github.com/bndr/pycycle,MIT,2017-01-28 17:22:00.000000,2021-07-28 15:57:26.000000,2017-02-13 18:07:04.000000,15.0,1.0,290.0,,,,2.0,14.0,,,pycycle,26.0,46.0,46.0,https://pypi.org/project/pycycle,,,3200.0,3200.0,,,,3.0,,,,,,,,,,,,,,,
235,retype,https://github.com/ambv/retype,,Re-apply type annotations from .pyi stubs to your codebase.,refactoring,16,True,ambv/retype,https://github.com/ambv/retype,MIT,2017-03-11 07:54:58.000000,2021-05-16 22:51:30.742000,2021-05-15 17:24:28.000000,16.0,6.0,104.0,2021-05-15 15:22:34.000000,21.5.0,9.0,8.0,9.0,,conda-forge/retype,retype,,34.0,,https://pypi.org/project/retype,2021-05-15 15:22:34.000000,34.0,814.0,1146.0,https://anaconda.org/conda-forge/retype,2021-05-16 22:51:30.742000,14315.0,3.0,,,,,,,,,,,,,,,
236,massedit,https://github.com/elmotec/massedit,,Programmatically edit text files with Python. Useful for source to source transformations.,refactoring,16,True,elmotec/massedit,https://github.com/elmotec/massedit,MIT,2012-03-11 16:18:30.000000,2020-12-23 02:17:37.000000,2020-12-23 02:11:17.000000,14.0,5.0,91.0,2020-12-23 02:19:02.000000,0.69.1,15.0,6.0,3.0,,,massedit,178.0,10.0,,https://pypi.org/project/massedit,2020-12-23 02:12:33.000000,10.0,953.0,953.0,,,,3.0,,17.0,,,,,,,,,,,,,
237,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 09:08:26.000000,2019-08-20 15:57:27.000000,2019-06-12 11:57:28.000000,3.0,24.0,63.0,2019-06-12 11:59:29.000000,2.3.1,23.0,3.0,4.0,['pytest'],,pytest-play,382.0,25.0,21.0,https://pypi.org/project/pytest-play,2019-06-12 11:59:29.000000,4.0,314.0,314.0,,,,3.0,,,,,,,,,,,,,,,
238,pip-run,https://github.com/jaraco/pip-run,,pip-run - dynamic dependency loader for Python.,dependency-managers,16,True,jaraco/pip-run,https://github.com/jaraco/pip-run,MIT,2016-01-25 01:59:13.000000,2021-07-19 00:12:57.000000,2021-07-19 00:06:47.000000,10.0,37.0,62.0,2021-07-19 00:13:08.000000,8.5.1,23.0,10.0,2.0,,,pip-run,,0.0,,https://pypi.org/project/pip-run,2021-07-19 00:12:57.000000,0.0,11950.0,11950.0,,,,3.0,,,,,,,,,,,,,,,
239,lazydocs,https://github.com/ml-tooling/lazydocs,,Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx.,documentation,16,True,ml-tooling/lazydocs,https://github.com/ml-tooling/lazydocs,MIT,2020-11-10 00:31:46.000000,2021-08-14 06:17:25.000000,2021-07-27 08:59:11.000000,10.0,3.0,36.0,2021-07-27 09:00:22.000000,0.4.8,18.0,6.0,1.0,,,lazydocs,,34.0,34.0,https://pypi.org/project/lazydocs,2021-07-27 08:05:42.000000,0.0,479.0,479.0,,,,3.0,,,,,,,,,,,,,,,
240,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,16,False,timvink/mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,MIT,2020-08-15 12:02:33.000000,2021-05-19 18:24:00.000000,2021-05-19 18:20:17.000000,5.0,46.0,22.0,2021-05-19 18:24:00.000000,1.2.3,21.0,1.0,5.0,['mkdocs'],,mkdocs-print-site-plugin,141.0,37.0,37.0,https://pypi.org/project/mkdocs-print-site-plugin,2021-05-19 18:24:00.000000,0.0,3506.0,3506.0,,,,3.0,,,,,,,,,,,,,,,
241,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 03:48:07.000000,2021-07-09 03:09:15.000000,2021-06-08 06:37:31.000000,305.0,62.0,2801.0,,,,32.0,5.0,,,,136.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,
242,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 19:03:43.000000,2021-07-26 06:31:43.000000,2021-07-26 06:31:43.000000,161.0,161.0,1478.0,,,,57.0,25.0,,,,412.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,
243,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 17:31:59.000000,2020-03-01 19:24:46.000000,2020-03-01 19:24:44.000000,12.0,13.0,359.0,2018-12-14 18:07:29.000000,0.3.1,12.0,12.0,7.0,,,tbvaccine,80.0,9.0,9.0,https://pypi.org/project/tbvaccine,2018-12-14 18:07:29.000000,,644.0,644.0,,,,3.0,,,,,,,,,,,,,,,
244,pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,,A PipEnv Environment Switcher.,virtual-envs,15,False,gtalarico/pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,MIT,2018-05-02 03:56:41.000000,2021-06-01 22:15:42.000000,2019-06-27 03:42:48.000000,11.0,10.0,127.0,2018-11-08 03:05:43.000000,0.7.1,25.0,5.0,7.0,,,pipenv-pipes,285.0,,,https://pypi.org/project/pipenv-pipes,2018-11-08 03:05:43.000000,,349.0,349.0,,,,3.0,,,,,,,,,,,,,,,
245,com2ann,https://github.com/ilevkivskyi/com2ann,,Tool for translation type comments to type annotations in Python.,refactoring,15,True,ilevkivskyi/com2ann,https://github.com/ilevkivskyi/com2ann,MIT,2016-09-09 07:17:02.000000,2021-08-15 06:15:24.000000,2021-03-07 09:20:25.000000,6.0,14.0,97.0,2019-06-17 19:19:47.000000,0.1.1,2.0,3.0,5.0,,,com2ann,28.0,3.0,3.0,https://pypi.org/project/com2ann,2019-06-17 19:19:47.000000,0.0,669.0,669.0,,,,3.0,,,,,,,,,,,,,,,
246,mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,,A tool that allows for versioning sites built with mkdocs.,documentation,15,False,zayd62/mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,MIT,2019-07-20 18:09:56.000000,2021-08-01 15:51:53.000000,2021-08-01 15:51:53.000000,9.0,22.0,40.0,2021-02-11 10:24:35.000000,0.4.0,6.0,5.0,3.0,['mkdocs'],,mkdocs-versioning,133.0,,,https://pypi.org/project/mkdocs-versioning,2021-02-11 10:24:35.000000,,4780.0,4780.0,,,,3.0,,,,,,,-3.0,,,,,,,,
247,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 07:52:32.000000,2021-07-24 03:44:44.000000,2020-04-11 14:20:38.000000,58.0,51.0,384.0,,,,47.0,39.0,,,,747.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,
248,linty_fresh,https://github.com/lyft/linty_fresh,,Surface lint errors during code review.,linters,14,True,lyft/linty_fresh,https://github.com/lyft/linty_fresh,Apache-2.0,2015-12-19 02:37:26.000000,2020-11-30 22:20:25.000000,2020-11-30 22:18:53.000000,21.0,1.0,184.0,2018-12-12 19:47:05.000000,0.7.0,10.0,17.0,8.0,"['flake8', 'mypy']",,linty-fresh,53.0,,,https://pypi.org/project/linty-fresh,2018-12-12 19:47:05.000000,,64.0,64.0,,,,3.0,,,,,,,,,,,,,,,
249,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 20:11:35.000000,2020-09-16 16:25:54.000000,2019-08-15 01:37:08.000000,60.0,30.0,491.0,2019-05-14 20:14:05.000000,2.0.0,5.0,14.0,33.0,,,,93.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,
250,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 14:57:21.000000,2021-04-19 19:45:59.000000,2021-04-19 19:45:59.000000,4.0,1.0,12.0,2021-03-22 18:29:06.000000,0.6.13,38.0,4.0,,,,universal-build,,5.0,5.0,https://pypi.org/project/universal-build,2020-12-12 13:21:08.000000,0.0,356.0,357.0,,,,3.0,,16.0,,,,,,,,,,,,,
251,livepython,https://github.com/agermanidis/livepython,,Visually trace Python code in real-time.,profiling,12,False,agermanidis/livepython,https://github.com/agermanidis/livepython,MIT,2017-10-03 00:19:59.000000,2019-01-22 17:39:55.000000,2017-11-14 21:27:52.000000,164.0,15.0,2454.0,,,,3.0,10.0,,,,20.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,
252,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 21:09:32.000000,2019-08-05 17:14:04.000000,2019-08-05 17:14:01.000000,2.0,11.0,142.0,2019-07-10 16:08:05.000000,1.0.0,9.0,2.0,3.0,,,cohesion,78.0,3.0,,https://pypi.org/project/cohesion,2019-07-10 16:08:05.000000,3.0,1718.0,1718.0,,,,3.0,,,,,,,,,,,,,,,
253,pyship,https://github.com/jamesabel/pyship,,pyship - ship Python desktop apps to end users.,packaging,11,False,jamesabel/pyship,https://github.com/jamesabel/pyship,MIT,2020-04-23 04:45:03.000000,2021-06-09 04:34:00.000000,2021-06-09 04:33:22.000000,,,13.0,2021-06-09 04:34:00.000000,0.1.5,17.0,,4.0,,,pyship,,,,https://pypi.org/project/pyship,2021-06-09 04:34:00.000000,,108.0,108.0,,,,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 open_issue_count labels conda_id pypi_id 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 dockerhub_id github_release_downloads dockerhub_url dockerhub_latest_release_published_at dockerhub_stars dockerhub_pulls trending cargo_id npm_id npm_url npm_latest_release_published_at npm_dependent_project_count npm_monthly_downloads conda_forge updated_github_id
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 13:09:27.000000 2021-08-19 14:18:31.000000 2021-07-16 21:43:54.000000 86.0 2.0 1306.0 2021-07-16 21:44:03.000000 2021.07.15 21.0 6.0 1.0
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 10:53:28.000000 2021-08-19 14:26:52.000000 2021-08-16 14:32:20.000000 1525.0 4722.0 4078.0 2021-07-14 17:22:46.000000 4.1.1 155.0 670.0 810.0 ['sphinx'] conda-forge/sphinx sphinx 18062.0 258698.0 154162.0 https://pypi.org/project/sphinx 2021-07-26 17:14:02.000000 104536.0 3861344.0 3923875.0 https://anaconda.org/conda-forge/sphinx 2021-07-26 20:39:24.675000 3751899.0 1.0
6 4 tqdm https://github.com/tqdm/tqdm A Fast, Extensible Progress Bar for Python and CLI. logging 37 True tqdm/tqdm https://github.com/tqdm/tqdm MPL-2.0 2015-06-03 13:13:14.000000 2021-08-15 02:22:48.000000 2021-08-14 20:51:44.000000 988.0 527.0 19140.0 2021-08-14 21:29:46.000000 4.62.1 122.0 107.0 296.0 conda-forge/tqdm tqdm 1869.0 224781.0 198543.0 https://pypi.org/project/tqdm 2021-08-14 21:26:46.000000 26238.0 28224239.0 28341797.0 https://anaconda.org/conda-forge/tqdm 2021-08-15 00:03:33.049000 7277940.0 1.0 tqdm/tqdm 7806.0 https://hub.docker.com/r/tqdm/tqdm 2021-08-14 21:30:11.736875 1.0 3816.0
7 5 psutil https://github.com/giampaolo/psutil Cross-platform lib for process and system monitoring in Python. profiling 37 True giampaolo/psutil https://github.com/giampaolo/psutil BSD-3-Clause 2014-05-23 14:01:48.000000 2021-08-17 12:18:12.000000 2021-08-05 13:54:39.000000 1127.0 1291.0 7576.0 2020-12-19 01:19:27.000000 5.8.0 83.0 162.0 193.0 conda-forge/psutil psutil 5690.0 125683.0 101017.0 https://pypi.org/project/psutil 2020-12-19 01:19:27.000000 24666.0 25439944.0 25559896.0 https://anaconda.org/conda-forge/psutil 2021-06-29 02:45:06.508000 7676938.0 1.0 2.0
8 6 pipenv https://github.com/pypa/pipenv Python Development Workflow for Humans. virtual-envs 36 True pypa/pipenv https://github.com/pypa/pipenv MIT 2017-01-20 00:44:02.000000 2021-08-18 01:56:09.000000 2021-08-18 01:56:09.000000 1645.0 2898.0 22194.0 2021-05-29 03:10:16.000000 2021.5.29 298.0 386.0 560.0 conda-forge/pipenv pipenv 7107.0 23121.0 20847.0 https://pypi.org/project/pipenv 2021-05-29 03:10:16.000000 2274.0 3266799.0 3268713.0 https://anaconda.org/conda-forge/pipenv 2020-11-15 06:15:51.831000 42109.0 1.0
9 7 mkdocs https://github.com/mkdocs/mkdocs Project documentation with Markdown. documentation 36 True mkdocs/mkdocs https://github.com/mkdocs/mkdocs BSD-2-Clause 2014-01-11 21:05:21.000000 2021-08-19 09:47:18.000000 2021-07-28 12:11:46.000000 1786.0 1458.0 12658.0 2021-07-18 19:32:00.000000 1.2.2 47.0 195.0 100.0 ['mkdocs'] conda-forge/mkdocs mkdocs 1566.0 20077.0 14135.0 https://pypi.org/project/mkdocs 2021-07-18 19:20:49.000000 5942.0 642129.0 644411.0 https://anaconda.org/conda-forge/mkdocs 2021-07-18 21:27:59.884000 146110.0 1.0 1.0
10 8 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 13:30:23.000000 2021-08-19 14:14:07.000000 2021-08-19 14:14:07.000000 1822.0 4772.0 11157.0 83.0 487.0 1843.0 conda-forge/mypy mypy 9697.0 47863.0 41779.0 https://pypi.org/project/mypy 2021-06-22 18:39:23.000000 6084.0 6646975.0 6672432.0 https://anaconda.org/conda-forge/mypy 2021-06-23 17:56:50.288000 1145566.0 1.0
11 9 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 20:28:27.000000 2021-08-18 11:11:50.000000 2021-08-18 11:11:50.000000 1761.0 3934.0 7654.0 2021-05-04 16:22:25.000000 6.2.4 147.0 738.0 696.0 ['pytest'] conda-forge/pytest pytest 490047.0 359463.0 https://pypi.org/project/pytest 2021-05-04 16:21:57.000000 130584.0 29993772.0 30140680.0 https://anaconda.org/conda-forge/pytest 2021-06-29 11:51:51.458000 8961421.0 1.0
12 10 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 16:54:22.000000 2021-08-18 22:54:49.000000 2021-08-18 16:42:16.000000 381.0 1096.0 2357.0 2021-07-31 13:15:21.000000 3.24.1 120.0 249.0 147.0 ['pytest'] conda-forge/tox tox 2028.0 83734.0 47334.0 https://pypi.org/project/tox 2021-08-18 14:41:58.000000 36400.0 4218755.0 4225869.0 https://anaconda.org/conda-forge/tox 2021-07-31 16:12:09.076000 334402.0 1.0
13 11 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 17:06:24.000000 2021-08-16 08:29:55.000000 2021-08-15 23:04:03.000000 183.0 1255.0 1431.0 2021-03-14 23:32:11.000000 3.9.0 79.0 156.0 37.0 conda-forge/flake8 flake8 1989.0 257981.0 186691.0 https://pypi.org/project/flake8 2021-05-08 19:52:32.000000 71290.0 11233504.0 11279088.0 https://anaconda.org/conda-forge/flake8 2021-05-10 17:37:45.968000 2826220.0 1.0
14 12 jedi https://github.com/davidhalter/jedi Awesome autocompletion, static analysis and refactoring library for python. refactoring 35 True davidhalter/jedi https://github.com/davidhalter/jedi MIT 2012-02-19 23:12:30.000000 2021-08-05 06:31:17.000000 2021-07-25 18:02:38.000000 441.0 1218.0 4941.0 2020-12-25 10:34:25.000000 0.18.0 30.0 144.0 30.0 conda-forge/jedi jedi 8222.0 162509.0 146603.0 https://pypi.org/project/jedi 2020-12-25 10:34:25.000000 15906.0 16391196.0 16490903.0 https://anaconda.org/conda-forge/jedi 2021-06-29 02:44:18.629000 5783049.0 1.0
15 13 black https://github.com/psf/black The uncompromising Python code formatter. formatters 34 True psf/black https://github.com/psf/black MIT 2018-03-14 19:54:45.000000 2021-08-19 13:30:09.000000 2021-08-18 16:24:14.000000 1393.0 1313.0 22021.0 2021-07-16 14:44:04.000000 21.7b0 31.0 265.0 296.0 conda-forge/black black 82070.0 75842.0 https://pypi.org/project/black 2021-07-16 14:44:33.000000 6228.0 7567163.0 7617493.0 https://anaconda.org/conda-forge/black 2021-07-16 20:48:05.128000 1942578.0 1.0 15133.0 1.0
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 14:30:46.000000 2021-08-19 12:55:09.000000 2021-08-16 08:26:14.000000 2389.0 4924.0 7350.0 2021-08-12 14:54:57.000000 21.2.4 111.0 630.0 1020.0 conda-forge/pip pip 75731.0 57065.0 https://pypi.org/project/pip 2021-08-12 14:54:57.000000 18666.0 106623591.0 107004249.0 https://anaconda.org/conda-forge/pip 2021-08-12 18:29:31.614000 23220181.0 1.0
17 15 pycodestyle https://github.com/PyCQA/pycodestyle Simple Python style checker in one Python file. linters 34 True PyCQA/pycodestyle https://github.com/PyCQA/pycodestyle Saxpath 2009-10-02 00:43:37.000000 2021-08-04 18:52:30.000000 2021-05-06 22:18:19.000000 599.0 537.0 4367.0 2021-03-14 18:44:02.000000 2.7.0 12.0 125.0 113.0 conda-forge/pycodestyle pycodestyle 1222.0 175525.0 154295.0 https://pypi.org/project/pycodestyle 2021-03-14 18:44:02.000000 21230.0 15820812.0 15868829.0 https://anaconda.org/conda-forge/pycodestyle 2021-03-15 18:43:23.361000 2977088.0 1.0
18 16 autopep8 https://github.com/hhatto/autopep8 A tool that automatically formats Python code to conform to the PEP 8 style guide. formatters 34 True hhatto/autopep8 https://github.com/hhatto/autopep8 MIT 2010-12-29 20:08:51.000000 2021-08-15 12:15:32.000000 2021-08-15 12:15:32.000000 244.0 335.0 3861.0 2021-04-30 06:09:29.000000 1.5.7 67.0 51.0 88.0 conda-forge/autopep8 autopep8 2717.0 96065.0 85881.0 https://pypi.org/project/autopep8 2021-04-30 06:04:42.000000 10184.0 2075612.0 2083880.0 https://anaconda.org/conda-forge/autopep8 2021-04-30 08:34:16.877000 512640.0 1.0
19 17 setuptools https://github.com/pypa/setuptools Official project repository for the Setuptools build system. build-tools 34 True pypa/setuptools https://github.com/pypa/setuptools MIT 2016-03-29 14:02:33.000000 2021-08-16 14:05:02.503000 2021-07-21 22:46:41.000000 749.0 1244.0 1406.0 2021-07-19 01:20:27.000000 57.4.0 434.0 453.0 562.0 conda-forge/setuptools setuptools 170388.0 112458.0 https://pypi.org/project/setuptools 2021-07-19 01:20:16.000000 57930.0 128552438.0 128953954.0 https://anaconda.org/conda-forge/setuptools 2021-08-16 14:05:02.503000 24492444.0 1.0 110.0
20 18 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 15:28:09.000000 2021-08-18 11:43:19.000000 2021-08-09 18:38:41.000000 848.0 488.0 28205.0 2021-08-05 20:19:04.000000 10.7.0 131.0 105.0 7.0 conda-forge/rich rich 2187.0 6098.0 6098.0 https://pypi.org/project/rich 2021-08-05 20:17:41.000000 0.0 1962203.0 1988347.0 https://anaconda.org/conda-forge/rich 2021-08-06 13:03:39.043000 339882.0 1.0
21 19 mkdocs-material https://github.com/squidfunk/mkdocs-material Technical documentation that just works. documentation 33 True squidfunk/mkdocs-material https://github.com/squidfunk/mkdocs-material MIT 2016-01-28 22:09:23.000000 2021-08-16 08:43:28.000000 2021-08-16 08:42:12.000000 1724.0 1085.0 7238.0 2021-08-11 20:19:34.000000 7.2.4 210.0 125.0 7.0 ['mkdocs'] conda-forge/mkdocs-material mkdocs-material 3508.0 9544.0 8042.0 https://pypi.org/project/mkdocs-material 2021-08-11 20:19:34.000000 1502.0 480709.0 482832.0 https://anaconda.org/conda-forge/mkdocs-material 2021-08-11 23:05:54.429000 57332.0 1.0
22 20 robotframework https://github.com/robotframework/robotframework Generic automation framework for acceptance testing and RPA. testing 33 True robotframework/robotframework https://github.com/robotframework/robotframework Apache-2.0 2014-06-27 11:10:38.000000 2021-08-16 23:01:52.000000 2021-08-16 23:00:54.000000 1722.0 3420.0 6206.0 2021-07-19 10:40:50.000000 4.1 64.0 146.0 194.0 conda-forge/robotframework robotframework 12994.0 5495.0 4087.0 https://pypi.org/project/robotframework 2021-07-19 10:31:38.000000 1408.0 805586.0 806946.0 https://anaconda.org/conda-forge/robotframework 2021-07-19 12:30:18.399000 58250.0 1.0 513.0
23 21 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 13:51:19.000000 2021-08-19 14:10:28.000000 2021-08-18 09:42:02.000000 467.0 1077.0 5345.0 2021-08-16 23:00:43.000000 hypothesis-python-6.14.8 859.0 248.0 64.0 conda-forge/hypothesis hypothesis 10883.0 12203.0 9587.0 https://pypi.org/project/hypothesis 2021-08-16 23:00:28.000000 2616.0 1942508.0 2017771.0 https://anaconda.org/conda-forge/hypothesis 2021-08-17 00:46:29.802000 4591078.0 1.0
24 22 pip-tools https://github.com/jazzband/pip-tools A set of tools to keep your pinned Python dependencies fresh. dependency-managers 33 True jazzband/pip-tools https://github.com/jazzband/pip-tools BSD-3-Clause 2012-09-10 08:50:26.000000 2021-08-13 11:13:22.000000 2021-08-13 11:13:22.000000 455.0 626.0 5138.0 2021-06-22 09:33:33.000000 6.2.0 93.0 157.0 127.0 conda-forge/pip-tools pip-tools 1617.0 3252.0 https://pypi.org/project/pip-tools 2021-06-22 09:33:33.000000 3252.0 6417494.0 6418367.0 https://anaconda.org/conda-forge/pip-tools 2021-06-22 11:23:39.836000 13970.0 2.0 1.0
25 23 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 22:22:53.000000 2021-08-18 06:23:10.000000 2021-08-18 06:23:09.000000 414.0 972.0 4082.0 2021-07-29 06:41:35.000000 5.9.3 130.0 245.0 24.0 conda-forge/isort isort 212674.0 188456.0 https://pypi.org/project/isort 2021-07-29 06:40:41.000000 24218.0 17423033.0 17459232.0 https://anaconda.org/conda-forge/isort 2021-07-29 08:58:06.550000 2208148.0 2.0
26 24 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 17:10:49.000000 2021-08-18 20:12:39.000000 2021-08-17 17:14:26.000000 1592.0 519.0 3787.0 2018-10-05 13:20:49.000000 0.4.2 23.0 108.0 180.0 ['sphinx'] conda-forge/sphinx_rtd_theme sphinx_rtd_theme 1316.0 23490.0 16.0 https://pypi.org/project/sphinx_rtd_theme 2018-10-05 13:20:49.000000 23474.0 1802051.0 1828651.0 https://anaconda.org/conda-forge/sphinx_rtd_theme 2021-04-06 20:57:24.009000 1596019.0 1.0
27 25 pyflakes https://github.com/PyCQA/pyflakes A simple program which checks Python source files for errors. linters 33 True PyCQA/pyflakes https://github.com/PyCQA/pyflakes MIT 2014-04-07 06:19:46.000000 2021-08-06 03:07:24.000000 2021-05-28 17:28:29.000000 153.0 351.0 1059.0 2021-03-24 16:32:54.000000 2.3.1 30.0 77.0 84.0 conda-forge/pyflakes pyflakes 513.0 122742.0 96244.0 https://pypi.org/project/pyflakes 2021-03-24 16:32:54.000000 26498.0 11777160.0 11822970.0 https://anaconda.org/conda-forge/pyflakes 2021-03-24 22:10:26.104000 2840266.0 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 15:23:47.000000 2021-08-19 08:51:05.000000 2021-08-16 11:34:45.000000 1280.0 2024.0 16005.0 2021-06-25 15:55:04.000000 1.1.7 137.0 282.0 1164.0 conda-forge/poetry poetry 1853.0 64.0 https://pypi.org/project/poetry 2021-08-01 09:24:37.000000 64.0 3014326.0 3212475.0 https://anaconda.org/conda-forge/poetry 2021-06-25 19:57:08.402000 245471.0 2.0 7819152.0
29 27 pre-commit https://github.com/pre-commit/pre-commit A framework for managing and maintaining multi-language pre-commit hooks. others 32 True pre-commit/pre-commit https://github.com/pre-commit/pre-commit MIT 2014-03-13 00:39:38.000000 2021-08-10 20:13:48.000000 2021-08-10 12:55:03.000000 468.0 1175.0 6371.0 2021-08-06 18:37:37.000000 2.14.0 161.0 123.0 24.0 conda-forge/pre-commit pre-commit 2050.0 2136.0 https://pypi.org/project/pre-commit 2021-08-06 18:32:36.000000 2136.0 3363267.0 3391557.0 https://anaconda.org/conda-forge/pre-commit 2021-08-07 16:27:22.882000 673567.0 1.0 10596.0
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 22:08:03.000000 2021-08-19 14:03:17.000000 2021-08-19 14:03:10.000000 1061.0 6098.0 4249.0 2021-06-30 04:55:46.000000 4.10.3 100.0 365.0 2002.0 conda-forge/conda conda 15729.0 2104.0 https://pypi.org/project/conda 2017-04-22 23:38:35.000000 2104.0 53353.0 396848.0 https://anaconda.org/conda-forge/conda 2021-06-30 19:41:33.144000 20609745.0 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 14:33:27.000000 2021-08-19 10:09:20.000000 2021-08-11 07:00:19.000000 898.0 1093.0 3933.0 2021-08-11 01:26:18.000000 20.7.2 169.0 171.0 62.0 conda-forge/virtualenv virtualenv 34422.0 https://pypi.org/project/virtualenv 2021-08-11 01:26:18.000000 34422.0 19881973.0 19902187.0 https://anaconda.org/conda-forge/virtualenv 2021-06-29 14:18:57.494000 1071374.0 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 23:59:23.000000 2021-07-27 02:27:30.000000 2021-07-12 00:36:12.000000 286.0 358.0 3358.0 2021-07-09 21:42:28.000000 1.6.0 52.0 56.0 316.0 conda-forge/invoke invoke 3519.0 13062.0 8460.0 https://pypi.org/project/invoke 2021-07-09 21:42:28.000000 4602.0 1751088.0 1757017.0 https://anaconda.org/conda-forge/invoke 2021-07-10 12:55:00.642000 379516.0 1.0
33 31 pytest-cov https://github.com/pytest-dev/pytest-cov Coverage plugin for pytest. testing 32 True pytest-dev/pytest-cov https://github.com/pytest-dev/pytest-cov MIT 2014-04-17 20:01:12.000000 2021-08-18 11:57:17.000000 2021-08-18 07:25:06.000000 146.0 195.0 1083.0 2021-06-01 17:24:42.000000 2.12.1 42.0 68.0 100.0 ['pytest'] conda-forge/pytest-cov pytest-cov 821.0 138803.0 95409.0 https://pypi.org/project/pytest-cov 2021-06-01 17:24:42.000000 43394.0 12148884.0 12200499.0 https://anaconda.org/conda-forge/pytest-cov 2021-06-02 16:41:25.608000 3354986.0 1.0
34 32 python-json-logger https://github.com/madzak/python-json-logger Json Formatter for the standard python logger. logging 32 True madzak/python-json-logger https://github.com/madzak/python-json-logger BSD-2-Clause 2011-12-27 05:12:26.000000 2021-07-27 23:18:51.000000 2021-07-27 23:18:45.000000 156.0 45.0 1026.0 2021-07-27 23:09:33.000000 2.0.2 20.0 46.0 20.0 conda-forge/python-json-logger python-json-logger 196.0 17573.0 16655.0 https://pypi.org/project/python-json-logger 2021-07-27 23:09:33.000000 918.0 3617030.0 3632510.0 https://anaconda.org/conda-forge/python-json-logger 2020-10-12 23:31:31.855000 804968.0 1.0 4.0
35 33 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 22:51:10.000000 2021-08-14 09:37:33.000000 2021-07-27 14:53:19.000000 218.0 381.0 1026.0 2021-07-27 14:52:59.000000 1.3.1 131.0 100.0 171.0 conda-forge/sentry-sdk sentry-sdk 1269.0 14281.0 13295.0 https://pypi.org/project/sentry-sdk 2021-07-27 14:52:55.000000 986.0 8984414.0 8987529.0 https://anaconda.org/conda-forge/sentry-sdk 2021-07-27 17:58:10.503000 98480.0 1.0 4482.0
36 34 pytest-xdist https://github.com/pytest-dev/pytest-xdist pytest plugin for distributed testing and loop-on-failures testing modes. testing 32 True pytest-dev/pytest-xdist https://github.com/pytest-dev/pytest-xdist MIT 2015-09-01 18:51:45.000000 2021-08-09 18:54:29.000000 2021-07-26 18:55:07.000000 150.0 238.0 745.0 2021-06-16 21:48:35.000000 2.3.0 56.0 74.0 200.0 ['pytest'] conda-forge/pytest-xdist pytest-xdist 888.0 28171.0 20829.0 https://pypi.org/project/pytest-xdist 2021-06-16 21:48:35.000000 7342.0 4575033.0 4602216.0 https://anaconda.org/conda-forge/pytest-xdist 2021-06-17 01:17:32.581000 1658204.0 1.0
37 35 parso https://github.com/davidhalter/parso A Python Parser. linters 32 True davidhalter/parso https://github.com/davidhalter/parso MIT 2017-05-08 20:14:30.000000 2021-08-19 13:42:15.000000 2021-08-06 16:09:00.000000 72.0 93.0 432.0 2021-03-30 20:43:51.000000 0.8.2 25.0 41.0 8.0 conda-forge/parso parso 1088.0 154304.0 142940.0 https://pypi.org/project/parso 2021-03-30 20:43:51.000000 11364.0 16424051.0 16530516.0 https://anaconda.org/conda-forge/parso 2021-03-31 00:05:02.064000 4684499.0 1.0
38 36 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 23:19:28.580000 2021-08-18 21:39:37.000000 2021-08-18 17:11:44.000000 99.0 295.0 249.0 2021-08-09 20:48:33.000000 0.37.0 65.0 61.0 31.0 conda-forge/wheel wheel 739.0 62544.0 https://pypi.org/project/wheel 2021-08-09 20:48:33.000000 62544.0 90257200.0 90581804.0 https://anaconda.org/conda-forge/wheel 2021-08-13 19:04:03.566000 19800876.0 1.0
39 37 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 17:22:32.000000 2021-07-17 10:49:46.000000 2021-07-17 10:49:37.000000 425.0 382.0 9537.0 2020-09-20 07:56:32.000000 0.5.3 17.0 29.0 54.0 conda-forge/loguru loguru 561.0 9626.0 9284.0 https://pypi.org/project/loguru 2020-09-20 07:54:28.000000 342.0 1456591.0 1464277.0 https://anaconda.org/conda-forge/loguru 2021-04-19 15:15:46.138000 230597.0 2.0
40 38 pyautogui https://github.com/asweigart/pyautogui A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard. testing 31 True asweigart/pyautogui https://github.com/asweigart/pyautogui BSD-3-Clause 2014-07-17 23:30:38.000000 2021-07-30 01:53:57.000000 2021-07-08 00:57:12.000000 725.0 174.0 5411.0 2021-07-07 17:05:04.000000 0.9.53 50.0 51.0 326.0 conda-forge/pyautogui pyautogui 395.0 10199.0 9591.0 https://pypi.org/project/pyautogui 2021-07-07 17:05:04.000000 608.0 482272.0 485206.0 https://anaconda.org/conda-forge/pyautogui 2020-10-13 12:17:23.308000 132048.0 2.0
41 39 buildbot https://github.com/buildbot/buildbot Python-based continuous integration testing framework; your pull requests are more than welcome!. build-tools 31 True buildbot/buildbot https://github.com/buildbot/buildbot GPL-2.0 2010-07-06 17:56:53.000000 2021-08-19 14:16:18.000000 2021-08-14 22:01:09.000000 1536.0 716.0 4655.0 2021-07-31 09:54:45.000000 3.3.0 113.0 792.0 650.0 conda-forge/buildbot buildbot 22151.0 1144.0 252.0 https://pypi.org/project/buildbot 2021-07-31 09:54:45.000000 892.0 57661.0 59709.0 https://anaconda.org/conda-forge/buildbot 2021-07-31 13:21:14.599000 40274.0 2.0 15926.0
42 40 pylint https://github.com/PyCQA/pylint It's not just a linter that annoys you!. linters 31 True PyCQA/pylint https://github.com/PyCQA/pylint GPL-2.0 2015-12-09 05:40:02.000000 2021-08-19 14:05:36.000000 2021-08-19 12:36:44.000000 738.0 2866.0 3481.0 2021-07-28 18:51:39.000000 2.9.6 114.0 406.0 726.0 conda-forge/pylint pylint 37734.0 https://pypi.org/project/pylint 2021-07-28 18:51:39.000000 37734.0 11856957.0 11892360.0 https://anaconda.org/conda-forge/pylint 2021-07-28 21:01:30.049000 2124231.0 2.0
43 41 bandit https://github.com/PyCQA/bandit Bandit is a tool designed to find common security issues in Python code. security 31 True PyCQA/bandit https://github.com/PyCQA/bandit Apache-2.0 2018-04-26 09:08:12.000000 2021-08-18 07:05:07.000000 2021-06-29 04:22:51.000000 346.0 366.0 3422.0 2020-12-13 02:48:28.000000 1.7.0 31.0 132.0 178.0 conda-forge/bandit bandit 1175.0 10036.0 7682.0 https://pypi.org/project/bandit 2020-12-13 02:48:28.000000 2354.0 1698113.0 1701192.0 https://anaconda.org/conda-forge/bandit 2021-03-10 05:39:36.125000 83091.0 1.0 77.0
44 42 freezegun https://github.com/spulec/freezegun Let your Python tests travel through time. testing 31 True spulec/freezegun https://github.com/spulec/freezegun Apache-2.0 2012-12-11 05:11:00.000000 2021-08-15 04:26:19.000000 2021-08-02 19:04:19.000000 197.0 167.0 2967.0 2021-01-20 07:45:20.000000 1.1.0 56.0 95.0 67.0 conda-forge/freezegun freezegun 525.0 17092.0 8740.0 https://pypi.org/project/freezegun 2021-01-20 07:45:20.000000 8352.0 3747900.0 3751808.0 https://anaconda.org/conda-forge/freezegun 2021-01-20 09:23:22.014000 254056.0 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 17:51:47.000000 2021-07-30 14:03:48.000000 2021-06-02 11:43:55.000000 132.0 110.0 1461.0 2021-06-02 11:43:46.000000 0.13.9 41.0 48.0 55.0 conda-forge/ipdb ipdb 351.0 44411.0 27513.0 https://pypi.org/project/ipdb 2021-06-02 11:43:46.000000 16898.0 1734888.0 1738026.0 https://anaconda.org/conda-forge/ipdb 2021-06-24 04:21:01.798000 191461.0 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 10:13:12.000000 2021-07-19 14:00:45.000000 2019-10-16 17:48:40.000000 157.0 125.0 1404.0 2019-01-16 20:35:25.000000 1.4.3 41.0 76.0 56.0 conda-forge/logbook logbook 1194.0 4740.0 2676.0 https://pypi.org/project/logbook 2019-10-16 18:14:55.000000 2064.0 664050.0 665725.0 https://anaconda.org/conda-forge/logbook 2021-01-11 05:40:29.145000 48503.0 2.0 273.0
47 45 nose https://github.com/nose-devs/nose nose is nicer testing for python. testing 31 False nose-devs/nose https://github.com/nose-devs/nose LGPL-2.1+ 2011-12-13 19:36:32.000000 2021-04-09 10:35:26.000000 2016-03-04 01:16:26.000000 358.0 461.0 1345.0 2015-06-02 09:12:36.000000 1.3.7 14.0 95.0 447.0 conda-forge/nose nose 1004.0 199502.0 113028.0 https://pypi.org/project/nose 2015-06-02 09:12:36.000000 86474.0 4107789.0 4136730.0 https://anaconda.org/conda-forge/nose 2020-10-11 16:52:20.277000 1823306.0 2.0
48 46 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 20:47:06.376000 2021-08-19 14:41:05.000000 2021-03-04 09:33:31.000000 71.0 59.0 926.0 2021-02-22 07:34:12.000000 0.8.9 25.0 67.0 34.0 conda-forge/tabulate tabulate 502.0 57498.0 49396.0 https://pypi.org/project/tabulate 2021-02-22 07:34:12.000000 8102.0 25918286.0 25938899.0 https://anaconda.org/conda-forge/tabulate 2021-02-22 13:39:52.132000 1298664.0 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 00:03:15.000000 2021-06-21 16:20:37.000000 2020-01-10 23:50:18.000000 173.0 52.0 620.0 2018-10-03 01:39:17.000000 0.7.12 24.0 28.0 79.0 ['sphinx'] conda-forge/alabaster alabaster 350.0 64564.0 49666.0 https://pypi.org/project/alabaster 2018-10-03 01:39:17.000000 14898.0 3461207.0 3505832.0 https://anaconda.org/conda-forge/alabaster 2018-10-03 15:29:30.017000 2722174.0 2.0
50 48 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 22:49:43.000000 2021-08-13 22:34:41.000000 2021-07-23 14:23:55.000000 159.0 152.0 319.0 2021-07-23 20:58:52.000000 21.0 36.0 70.0 55.0 conda-forge/packaging packaging 268999.0 239799.0 https://pypi.org/project/packaging 2021-07-03 12:32:30.000000 29200.0 66871435.0 67015610.0 https://anaconda.org/conda-forge/packaging 2021-07-03 14:49:57.465000 8938592.0 1.0 128.0
51 49 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 08:49:15.000000 2021-08-17 15:34:03.000000 2021-08-17 15:33:56.000000 1220.0 1191.0 18987.0 2021-08-14 15:24:27.000000 3.2.3 58.0 145.0 204.0 conda-forge/glances glances 4131.0 372.0 322.0 https://pypi.org/project/glances 2021-08-14 15:07:55.000000 50.0 205615.0 207804.0 https://anaconda.org/conda-forge/glances 2021-06-07 19:57:42.205000 141948.0 1.0 446.0
52 50 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 18:22:31.000000 2021-08-15 07:31:26.000000 2021-07-19 01:17:12.000000 791.0 379.0 11965.0 2020-04-23 19:07:36.000000 0.30.0 67.0 130.0 320.0 conda-forge/yapf yapf 26305.0 22899.0 https://pypi.org/project/yapf 2020-04-23 19:07:36.000000 3406.0 1749752.0 1761821.0 https://anaconda.org/conda-forge/yapf 2021-04-19 00:01:27.357000 748281.0 3.0
53 51 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 08:26:59.000000 2021-07-19 08:50:10.000000 2021-07-19 08:50:10.000000 328.0 344.0 2593.0 2018-05-05 15:05:40.000000 2.11.1 36.0 117.0 151.0 conda-forge/factory_boy factory_boy 889.0 4256.0 https://pypi.org/project/factory_boy 2018-05-05 15:05:40.000000 4256.0 1660471.0 1661821.0 https://anaconda.org/conda-forge/factory_boy 2021-04-04 01:17:30.466000 79703.0 2.0
54 52 twine https://github.com/pypa/twine Utilities for interacting with PyPI. build-tools 30 True pypa/twine https://github.com/pypa/twine Apache-2.0 2013-08-13 15:39:39.000000 2021-08-09 14:15:09.000000 2021-08-01 12:32:37.000000 241.0 325.0 1147.0 2021-07-24 12:41:53.000000 3.4.2 43.0 103.0 44.0 conda-forge/twine twine 62138.0 44634.0 https://pypi.org/project/twine 2021-07-20 16:24:13.000000 17504.0 2180070.0 2185372.0 https://anaconda.org/conda-forge/twine 2021-07-20 19:18:02.428000 318156.0 2.0
55 53 pytest-mock https://github.com/pytest-dev/pytest-mock Thin-wrapper around the mock package for easier use with pytest. testing 30 True pytest-dev/pytest-mock https://github.com/pytest-dev/pytest-mock MIT 2014-07-17 00:40:32.000000 2021-07-26 19:38:01.000000 2021-07-26 19:37:59.000000 95.0 89.0 1136.0 2021-05-18 11:53:27.000000 3.6.1 52.0 54.0 10.0 ['pytest'] conda-forge/pytest-mock pytest-mock 24676.0 18496.0 https://pypi.org/project/pytest-mock 2021-05-06 19:21:18.000000 6180.0 4336478.0 4354268.0 https://anaconda.org/conda-forge/pytest-mock 2021-05-07 01:15:17.653000 1085237.0 2.0
56 54 pydocstyle https://github.com/PyCQA/pydocstyle docstring style checker. linters 30 True PyCQA/pydocstyle https://github.com/PyCQA/pydocstyle MIT 2012-01-31 17:18:23.000000 2021-08-16 05:40:04.000000 2021-08-15 13:40:47.000000 146.0 195.0 800.0 2021-05-17 20:37:45.000000 6.1.1 17.0 74.0 75.0 conda-forge/pydocstyle pydocstyle 713.0 22181.0 18261.0 https://pypi.org/project/pydocstyle 2021-05-17 20:37:45.000000 3920.0 2023631.0 2030278.0 https://anaconda.org/conda-forge/pydocstyle 2021-05-18 22:35:13.379000 405486.0 2.0 56.0
57 55 coveralls-python https://github.com/TheKevJames/coveralls-python Show coverage stats online via coveralls.io. testing 30 True TheKevJames/coveralls-python https://github.com/TheKevJames/coveralls-python MIT 2013-02-06 20:48:39.000000 2021-08-06 20:21:21.000000 2021-08-06 20:21:20.000000 174.0 136.0 461.0 2021-07-20 20:24:19.000000 3.2.0 40.0 59.0 8.0 ['pytest'] coveralls 427.0 35576.0 18568.0 https://pypi.org/project/coveralls 2021-07-20 20:24:19.000000 17008.0 440427.0 440427.0 2.0
58 56 numpydoc https://github.com/numpy/numpydoc Numpy's Sphinx extensions. documentation 29 True numpy/numpydoc https://github.com/numpy/numpydoc BSD-3-Clause 2013-07-24 16:23:39.000000 2021-05-24 23:17:20.000000 2021-05-19 15:13:17.000000 5751.0 95.0 17941.0 2020-07-01 21:59:00.000000 1.1.0 13.0 65.0 51.0 ['sphinx'] conda-forge/numpydoc numpydoc 34593.0 27245.0 https://pypi.org/project/numpydoc 2020-07-01 21:59:00.000000 7348.0 238328.0 253211.0 https://anaconda.org/conda-forge/numpydoc 2020-10-01 19:37:54.384000 818572.0 2.0
59 57 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 13:55:43.000000 2021-07-31 02:34:30.000000 2021-05-19 08:23:53.000000 896.0 93.0 14559.0 2021-05-19 08:24:40.000000 0.5.0 54.0 26.0 18.0 conda-forge/pysnooper pysnooper 299.0 513.0 467.0 https://pypi.org/project/pysnooper 2021-05-19 08:24:40.000000 46.0 70015.0 71472.0 https://anaconda.org/conda-forge/pysnooper 2021-05-19 12:14:49.747000 39353.0 1.0
60 58 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 16:38:14.000000 2021-07-20 07:34:29.000000 2021-05-05 05:08:31.000000 229.0 88.0 3588.0 2019-11-14 11:06:56.000000 0.4.10 38.0 50.0 82.0 conda-forge/pipreqs pipreqs 300.0 6839.0 6311.0 https://pypi.org/project/pipreqs 2019-11-14 11:00:54.000000 528.0 96326.0 96698.0 https://anaconda.org/conda-forge/pipreqs 2019-11-14 14:53:43.131000 21991.0 3.0
61 59 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 21:04:25.000000 2021-08-19 06:30:49.000000 2021-08-19 06:30:48.000000 280.0 877.0 1589.0 2021-06-21 19:33:18.000000 0.15.3 52.0 147.0 82.0 wemake-python-styleguide 1819.0 583.0 569.0 https://pypi.org/project/wemake-python-styleguide 2021-06-21 16:28:55.000000 14.0 64178.0 64178.0 2.0
62 60 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 15:30:20.000000 2021-08-10 05:50:33.000000 2021-08-10 05:50:32.000000 142.0 116.0 1169.0 2020-10-07 16:08:59.000000 0.18.0 19.0 64.0 72.0 conda-forge/rope rope 1883.0 33606.0 30674.0 https://pypi.org/project/rope 2020-10-07 16:08:59.000000 2932.0 392110.0 402844.0 https://anaconda.org/conda-forge/rope 2021-05-30 20:11:33.599000 558207.0 1.0
63 61 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 00:18:05.000000 2021-07-16 14:34:59.000000 2021-05-30 22:55:43.000000 85.0 96.0 773.0 2021-04-21 23:04:29.000000 0.15.1 20.0 26.0 65.0 ['pytest'] conda-forge/pytest-asyncio pytest-asyncio 177.0 16705.0 14677.0 https://pypi.org/project/pytest-asyncio 2021-04-21 23:04:29.000000 2028.0 1615747.0 1626486.0 https://anaconda.org/conda-forge/pytest-asyncio 2021-05-21 05:59:51.013000 547725.0 2.0
64 62 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 20:54:43.000000 2021-08-12 19:05:12.000000 2021-08-12 19:05:12.000000 44.0 54.0 570.0 2021-04-01 21:21:59.000000 21.4.3 34.0 39.0 43.0 ['flake8'] conda-forge/flake8-bugbear flake8-bugbear 165.0 5594.0 4554.0 https://pypi.org/project/flake8-bugbear 2021-04-01 21:21:59.000000 1040.0 1017101.0 1032967.0 https://anaconda.org/conda-forge/flake8-bugbear 2021-04-02 22:23:40.112000 380803.0 2.0
65 63 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 18:52:25.000000 2021-08-13 07:13:06.000000 2021-05-18 23:33:51.000000 138.0 340.0 545.0 2021-05-06 19:46:25.000000 4.30.0 59.0 95.0 110.0 conda-forge/breathe breathe 1467.0 6934.0 4926.0 https://pypi.org/project/breathe 2021-05-06 19:45:36.000000 2008.0 102961.0 106675.0 https://anaconda.org/conda-forge/breathe 2021-05-08 22:53:25.599000 214074.0 2.0 97.0
66 64 pytest-html https://github.com/pytest-dev/pytest-html Plugin for generating HTML reports for pytest results. testing 29 True pytest-dev/pytest-html https://github.com/pytest-dev/pytest-html MPL-2.0 2015-04-14 19:22:42.000000 2021-08-13 00:14:03.000000 2021-01-23 03:26:17.000000 170.0 180.0 434.0 2020-12-13 15:24:58.000000 3.1.1 44.0 43.0 81.0 ['pytest'] conda-forge/pytest-html pytest-html 376.0 12712.0 11728.0 https://pypi.org/project/pytest-html 2020-12-13 15:24:58.000000 984.0 1426938.0 1430009.0 https://anaconda.org/conda-forge/pytest-html 2020-12-13 19:43:13.698000 156636.0 2.0
67 65 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 21:09:28.000000 2021-06-05 10:04:22.000000 2021-06-05 10:03:49.000000 66.0 218.0 2021-04-21 10:37:50.000000 4.1.0 37.0 182.0 ['flake8'] hacking 1052.0 8690.0 https://pypi.org/project/hacking 2021-04-21 10:37:50.000000 8690.0 151883.0 151883.0 2.0
68 66 typed_ast https://github.com/python/typed_ast Modified fork of CPython's ast module that parses `# type:` comments. ast 29 True python/typed_ast https://github.com/python/typed_ast Apache-2.0 2016-02-16 22:40:09.000000 2021-04-12 00:18:06.000000 2021-04-12 00:18:06.000000 48.0 75.0 188.0 2021-04-11 23:57:40.000000 1.4.3 29.0 21.0 5.0 typed_ast 173.0 10362.0 https://pypi.org/project/typed_ast 2021-04-11 23:57:40.000000 10362.0 15374008.0 15374008.0 1.0
69 67 pyinstaller https://github.com/pyinstaller/pyinstaller Freeze (package) Python programs into stand-alone executables. packaging 28 True pyinstaller/pyinstaller https://github.com/pyinstaller/pyinstaller GPL-2.0 2011-11-23 11:05:56.000000 2021-08-19 09:35:42.000000 2021-08-19 09:35:42.000000 1691.0 3918.0 8342.0 2021-08-07 05:53:00.000000 4.5.1 31.0 408.0 327.0 conda-forge/pyinstaller pyinstaller 8019.0 0.0 https://pypi.org/project/pyinstaller 2021-08-07 05:48:19.000000 0.0 550919.0 562618.0 https://anaconda.org/conda-forge/pyinstaller 2021-08-09 00:07:56.170000 253918.0 1.0 716098.0 -6.0
70 68 py-spy https://github.com/benfred/py-spy Sampling profiler for Python programs. profiling 28 True benfred/py-spy https://github.com/benfred/py-spy MIT 2018-08-01 02:22:15.000000 2021-08-18 19:34:03.000000 2021-08-18 19:34:02.000000 266.0 157.0 7204.0 2021-07-31 06:45:09.000000 0.3.8 31.0 28.0 74.0 py-spy 408.0 50.0 https://pypi.org/project/py-spy 2021-07-31 06:45:09.000000 50.0 658993.0 659240.0 2.0 6177.0 py-spy
71 69 playwright-python https://github.com/microsoft/playwright-python Python version of the Playwright testing and automation library. testing 28 True microsoft/playwright-python https://github.com/microsoft/playwright-python Apache-2.0 2020-07-01 15:28:13.000000 2021-08-19 08:41:06.000000 2021-08-16 10:35:23.000000 430.0 394.0 5013.0 2021-08-13 23:43:28.000000 1.14.0 57.0 21.0 18.0 playwright 400.0 369.0 369.0 https://pypi.org/project/playwright 2021-08-13 23:43:28.000000 0.0 106717.0 106717.0 2.0
72 70 line_profiler https://github.com/pyutils/line_profiler Line-by-line profiling for Python. profiling 28 True pyutils/line_profiler https://github.com/pyutils/line_profiler BSD-3-Clause 2016-05-26 17:37:38.151000 2021-08-13 01:07:38.000000 2021-06-25 15:57:31.000000 250.0 12.0 3527.0 2021-04-30 19:15:30.000000 3.2.5 8.0 25.0 33.0 conda-forge/line_profiler line_profiler 162.0 692.0 https://pypi.org/project/line_profiler 2017-12-20 02:30:37.000000 692.0 233722.0 236900.0 https://anaconda.org/conda-forge/line_profiler 2021-06-05 03:09:37.408000 200256.0 2.0
73 71 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 20:52:08.000000 2021-08-19 02:18:42.000000 2021-08-19 02:18:39.000000 201.0 335.0 3384.0 2021-08-12 00:03:24.000000 2021.8.11 107.0 63.0 96.0 conda-forge/pytype pytype 4592.0 88.0 https://pypi.org/project/pytype 2021-08-12 00:03:24.000000 88.0 96694.0 100531.0 https://anaconda.org/conda-forge/pytype 2020-10-13 18:48:00.617000 57558.0 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 21:41:22.000000 2021-08-17 10:04:46.000000 2021-08-17 10:04:43.000000 274.0 285.0 3333.0 2021-06-20 13:16:14.000000 5.0.0 31.0 106.0 5.0 mimesis 2019.0 84.0 https://pypi.org/project/mimesis 2020-12-21 11:12:37.000000 84.0 127777.0 127779.0 2.0 174.0
75 73 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 22:55:54.000000 2021-08-02 15:30:19.000000 2021-08-02 15:30:19.000000 402.0 114.0 1280.0 8.0 76.0 54.0 conda-forge/pyelftools pyelftools 572.0 3278.0 2394.0 https://pypi.org/project/pyelftools 2020-10-27 13:45:19.000000 884.0 597803.0 598897.0 https://anaconda.org/conda-forge/pyelftools 2020-10-27 16:16:13.901000 71156.0 2.0
76 74 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 18:58:58.000000 2021-08-08 13:25:20.000000 2021-08-08 13:24:47.000000 94.0 135.0 1233.0 2021-06-08 16:35:34.000000 5.0.1 53.0 49.0 20.0 conda-forge/radon radon 521.0 3023.0 1925.0 https://pypi.org/project/radon 2021-08-08 13:25:20.000000 1098.0 366345.0 367053.0 https://anaconda.org/conda-forge/radon 2020-09-18 20:13:31.841000 32580.0 1.0
77 75 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 22:12:34.579000 2021-08-17 14:18:45.000000 2021-08-14 23:27:28.000000 236.0 2649.0 1210.0 2021-08-05 19:31:22.000000 4.2.0 14.0 133.0 653.0 conda-forge/scons scons 7424.0 50.0 https://pypi.org/project/scons 2019-12-17 02:49:51.000000 50.0 198453.0 202591.0 https://anaconda.org/conda-forge/scons 2021-08-01 10:59:18.245000 218709.0 2.0 372.0
78 76 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 06:19:21.000000 2021-08-01 16:40:40.000000 2021-08-01 16:40:24.000000 94.0 184.0 719.0 2020-09-09 13:36:59.000000 3.53.1 94.0 38.0 9.0 conda-forge/progressbar2 progressbar2 867.0 13277.0 11081.0 https://pypi.org/project/progressbar2 2020-09-09 13:28:47.000000 2196.0 1150850.0 1156428.0 https://anaconda.org/conda-forge/progressbar2 2020-09-09 14:31:33.844000 321619.0 2.0 1610.0
79 77 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 17:57:21.000000 2021-06-30 09:10:18.153000 2021-06-14 17:01:47.000000 75.0 64.0 705.0 2021-04-13 13:51:48.000000 5.0.1 60.0 30.0 2.0 conda-forge/colorlog colorlog 14612.0 10946.0 https://pypi.org/project/colorlog 2021-06-14 17:02:48.000000 3666.0 5254819.0 5261159.0 https://anaconda.org/conda-forge/colorlog 2021-06-30 09:10:18.153000 405776.0 2.0
80 78 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 21:47:18.000000 2021-07-21 12:10:40.000000 2021-03-29 11:37:20.000000 170.0 203.0 514.0 2021-03-08 07:25:44.000000 2.13.4 103.0 89.0 138.0 zc.buildout 1616.0 1974.0 https://pypi.org/project/zc.buildout 2021-03-09 08:12:12.000000 1974.0 93665.0 93665.0 2.0
81 79 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 06:35:15.000000 2021-08-05 01:27:26.000000 2021-04-26 10:09:38.000000 102.0 150.0 475.0 2021-04-09 06:40:49.000000 2.4.3 49.0 58.0 29.0 ['pylint'] conda-forge/pylint-django pylint-django 547.0 16773.0 14527.0 https://pypi.org/project/pylint-django 2021-04-09 06:39:56.000000 2246.0 600435.0 601842.0 https://anaconda.org/conda-forge/pylint-django 2021-01-12 09:07:20.984000 83897.0 2.0 203.0
82 80 python-coloredlogs https://github.com/xolox/python-coloredlogs Colored terminal output for Python's logging module. logging 28 True xolox/python-coloredlogs https://github.com/xolox/python-coloredlogs MIT 2013-05-30 18:57:12.000000 2021-06-11 10:22:42.000000 2021-06-11 10:22:09.000000 37.0 49.0 426.0 2021-06-11 10:22:42.000000 15.0.1 63.0 16.0 25.0 coloredlogs 273.0 10687.0 8591.0 https://pypi.org/project/coloredlogs 2021-06-11 10:22:42.000000 2096.0 1777346.0 1777346.0 2.0
83 81 mccabe https://github.com/PyCQA/mccabe McCabe complexity checker for Python. code-metrics 28 True PyCQA/mccabe https://github.com/PyCQA/mccabe Saxpath 2013-02-20 22:19:04.000000 2021-04-02 23:49:37.000000 2021-04-02 23:49:37.000000 40.0 34.0 420.0 2017-01-26 22:13:14.000000 0.6.1 11.0 21.0 7.0 conda-forge/mccabe mccabe 142.0 241416.0 210406.0 https://pypi.org/project/mccabe 2017-01-26 22:13:14.000000 31010.0 19741244.0 19790346.0 https://anaconda.org/conda-forge/mccabe 2018-07-08 18:43:04.536000 3044367.0 1.0
84 82 pep8-naming https://github.com/PyCQA/pep8-naming Naming Convention checker for Python. linters 28 False PyCQA/pep8-naming https://github.com/PyCQA/pep8-naming Saxpath 2013-02-09 18:32:52.000000 2021-08-08 04:41:02.577000 2021-08-08 02:43:05.000000 53.0 66.0 328.0 2021-08-08 02:45:08.000000 0.12.1 23.0 29.0 12.0 conda-forge/pep8-naming pep8-naming 230.0 10257.0 7229.0 https://pypi.org/project/pep8-naming 2021-08-08 02:45:08.000000 3028.0 1008476.0 1011455.0 https://anaconda.org/conda-forge/pep8-naming 2021-08-08 04:41:02.577000 196644.0 2.0
85 83 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 15:34:54.000000 2021-07-27 09:28:31.000000 2019-12-22 18:11:19.000000 39.0 21.0 171.0 2019-12-22 18:12:11.000000 1.6.3 11.0 10.0 18.0 conda-forge/astunparse astunparse 86.0 26037.0 25855.0 https://pypi.org/project/astunparse 2019-12-22 18:12:11.000000 182.0 4257652.0 4266096.0 https://anaconda.org/conda-forge/astunparse 2021-01-15 07:40:29.426000 422233.0 2.0
86 84 gast https://github.com/serge-sans-paille/gast Python AST that abstracts the underlying Python version. ast 28 True serge-sans-paille/gast https://github.com/serge-sans-paille/gast BSD-3-Clause 2016-07-18 10:39:07.000000 2021-08-06 10:14:34.000000 2021-08-06 10:14:34.000000 22.0 24.0 113.0 2021-08-02 05:45:24.000000 0.5.2 19.0 10.0 conda-forge/gast gast 90.0 67006.0 63618.0 https://pypi.org/project/gast 2021-08-02 05:45:24.000000 3388.0 9162877.0 9194267.0 https://anaconda.org/conda-forge/gast 2021-06-29 07:42:31.263000 1224242.0 2.0
87 85 sqlmap https://github.com/sqlmapproject/sqlmap Automatic SQL injection and database takeover tool. security 27 True sqlmapproject/sqlmap https://github.com/sqlmapproject/sqlmap GPL-3.0 2012-06-26 09:52:15.000000 2021-08-18 21:16:22.000000 2021-08-18 21:16:19.000000 4406.0 4341.0 20821.0 2021-07-04 21:08:17.000000 1.5.7 70.0 108.0 47.0 sqlmap 9800.0 8.0 https://pypi.org/project/sqlmap 2021-08-02 00:39:01.000000 8.0 11842.0 11842.0 2.0
88 86 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 15:40:33.000000 2021-08-19 14:22:13.000000 2021-08-09 10:34:56.000000 325.0 760.0 5670.0 2021-06-24 10:11:18.000000 0.6.16 156.0 102.0 219.0 conda-forge/nuitka nuitka 7882.0 54.0 https://pypi.org/project/nuitka 2021-08-09 11:32:30.000000 54.0 20659.0 25412.0 https://anaconda.org/conda-forge/nuitka 2021-08-10 06:39:05.844000 304223.0 2.0
89 87 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 11:35:34.000000 2021-07-02 15:56:52.000000 2021-06-11 17:11:55.000000 1354.0 2371.0 3220.0 2017-05-30 10:07:57.000000 0.11.1 730.0 482.0 836.0 coala-bears 4487.0 218.0 10.0 https://pypi.org/project/coala-bears 2017-11-10 21:04:50.000000 208.0 7764.0 7765.0 2.0 146.0
90 88 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 11:56:14.000000 2021-06-12 20:24:38.000000 2021-06-12 20:24:38.000000 309.0 100.0 3037.0 2018-08-16 03:16:49.000000 0.54.0 52.0 88.0 92.0 memory_profiler 638.0 534.0 https://pypi.org/project/memory_profiler 2018-08-16 03:16:49.000000 534.0 317432.0 317432.0 2.0
91 89 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 23:44:30.000000 2021-08-16 01:52:23.000000 2021-08-16 01:52:23.000000 182.0 141.0 2184.0 2017-09-02 18:52:28.000000 2017.1.4 69.0 78.0 140.0 conda-forge/pudb pudb 3923.0 2497.0 https://pypi.org/project/pudb 2021-05-08 20:11:53.000000 1426.0 271713.0 273464.0 https://anaconda.org/conda-forge/pudb 2020-04-15 19:25:06.154000 106837.0 2.0
92 90 structlog https://github.com/hynek/structlog Structured Logging for Python. logging 27 True hynek/structlog https://github.com/hynek/structlog MIT 2013-08-13 15:55:58.000000 2021-08-11 04:54:28.000000 2021-08-11 04:36:20.000000 138.0 157.0 1590.0 2021-02-18 16:17:00.000000 21.1.0 23.0 74.0 33.0 conda-forge/structlog structlog 4739.0 3533.0 https://pypi.org/project/structlog 2021-02-18 16:06:29.000000 1206.0 2295242.0 2297294.0 https://anaconda.org/conda-forge/structlog 2021-02-22 14:39:08.894000 125178.0 3.0
93 91 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 21:22:27.000000 2021-08-16 21:11:00.000000 2021-08-16 13:37:39.000000 79.0 170.0 1470.0 2021-07-31 15:27:36.000000 3.3.0 40.0 44.0 87.0 conda-forge/flit flit 918.0 226.0 https://pypi.org/project/flit 2021-07-31 15:27:36.000000 226.0 74384.0 76064.0 https://anaconda.org/conda-forge/flit 2021-07-31 18:54:02.848000 90748.0 3.0
94 92 prospector https://github.com/PyCQA/prospector Inspects Python source files and provides information about type and location of classes, methods etc. code-metrics 27 True PyCQA/prospector https://github.com/PyCQA/prospector GPL-2.0 2013-08-05 07:26:30.000000 2021-08-03 18:29:49.000000 2020-10-21 22:30:57.000000 128.0 211.0 1444.0 2020-10-21 22:32:26.000000 1.3.1 91.0 67.0 56.0 conda-forge/prospector prospector 1051.0 3497.0 2359.0 https://pypi.org/project/prospector 2020-10-21 22:31:43.000000 1138.0 443673.0 444102.0 https://anaconda.org/conda-forge/prospector 2020-11-18 00:26:14.628000 25780.0 2.0
95 93 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 22:21:23.000000 2021-08-17 05:58:39.000000 2021-07-06 19:44:10.000000 132.0 192.0 1080.0 2020-09-04 06:38:01.000000 0.33.1 43.0 56.0 64.0 conda-forge/doit doit 1367.0 1238.0 772.0 https://pypi.org/project/doit 2020-09-04 06:38:01.000000 466.0 205210.0 206668.0 https://anaconda.org/conda-forge/doit 2020-10-11 16:47:23.103000 64186.0 3.0
96 94 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 10:55:33.000000 2021-06-14 13:01:06.000000 2021-06-14 13:01:06.000000 83.0 78.0 792.0 2021-04-17 19:47:26.000000 3.4.1 41.0 33.0 75.0 ['pytest'] conda-forge/pytest-benchmark pytest-benchmark 986.0 2796.0 2066.0 https://pypi.org/project/pytest-benchmark 2021-04-17 19:47:26.000000 730.0 344725.0 356246.0 https://anaconda.org/conda-forge/pytest-benchmark 2021-04-18 21:19:04.860000 748903.0 2.0
97 95 pdbpp https://github.com/pdbpp/pdbpp pdb++, a drop-in replacement for pdb (the Python debugger). debugging 27 True pdbpp/pdbpp https://github.com/pdbpp/pdbpp BSD-3-Clause 2017-06-11 13:42:16.000000 2021-07-18 14:37:30.000000 2021-07-12 13:20:31.000000 44.0 112.0 775.0 2021-07-09 22:22:20.000000 0.10.3 26.0 39.0 64.0 conda-forge/pdbpp pdbpp 691.0 3229.0 2201.0 https://pypi.org/project/pdbpp 2021-07-09 22:22:20.000000 1028.0 251830.0 253125.0 https://anaconda.org/conda-forge/pdbpp 2021-07-11 15:21:48.419000 62179.0 2.0
98 96 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 21:09:27.000000 2020-10-24 19:01:48.000000 2020-10-24 18:04:51.000000 54.0 68.0 727.0 2020-07-06 18:40:33.000000 0.9.4 25.0 36.0 35.0 ['pytest'] conda-forge/pytest-sugar pytest-sugar 344.0 12467.0 7887.0 https://pypi.org/project/pytest-sugar 2020-07-06 18:40:33.000000 4580.0 490457.0 492715.0 https://anaconda.org/conda-forge/pytest-sugar 2020-09-18 13:41:24.029000 108410.0 2.0
99 97 nose2 https://github.com/nose-devs/nose2 The successor to nose, based on unittest2. testing 27 True nose-devs/nose2 https://github.com/nose-devs/nose2 BSD-3-Clause 2011-12-14 15:33:15.000000 2021-07-02 16:32:54.000000 2021-07-02 16:32:54.000000 134.0 199.0 689.0 2021-01-27 21:57:28.000000 0.10.0 26.0 71.0 55.0 conda-forge/nose2 nose2 1002.0 5907.0 3969.0 https://pypi.org/project/nose2 2021-01-27 21:57:28.000000 1938.0 434328.0 435226.0 https://anaconda.org/conda-forge/nose2 2020-02-02 06:02:02.004000 35033.0 2.0
100 98 Yappi https://github.com/sumerc/yappi Yet Another Python Profiler, but this time thread&coroutine&greenlet aware. profiling 27 True sumerc/yappi https://github.com/sumerc/yappi MIT 2009-10-07 20:46:30.000000 2021-08-10 09:21:13.000000 2021-08-10 09:21:13.000000 48.0 34.0 684.0 2020-11-27 15:28:40.000000 1.3.2 17.0 25.0 14.0 conda-forge/yappi yappi 645.0 1091.0 451.0 https://pypi.org/project/yappi 2020-11-27 15:28:40.000000 640.0 677835.0 679583.0 https://anaconda.org/conda-forge/yappi 2020-11-28 16:22:51.992000 87416.0 2.0
101 99 astor https://github.com/berkerpeksag/astor Python AST read/write. ast 27 True berkerpeksag/astor https://github.com/berkerpeksag/astor BSD-3-Clause 2012-09-19 23:02:51.000000 2021-03-15 17:27:04.000000 2021-03-15 17:27:04.000000 84.0 72.0 594.0 2019-12-10 01:50:33.000000 0.8.1 14.0 31.0 34.0 conda-forge/astor astor 261.0 3756.0 https://pypi.org/project/astor 2019-12-10 01:50:33.000000 3756.0 4036481.0 4061002.0 https://anaconda.org/conda-forge/astor 2020-07-01 13:36:26.971000 1275127.0 3.0
102 100 ddt https://github.com/datadriventests/ddt Data-Driven Tests for Python Unittest. testing 27 True datadriventests/ddt https://github.com/datadriventests/ddt MIT 2012-02-11 22:57:10.000000 2021-03-12 20:36:06.000000 2021-03-12 20:34:54.000000 97.0 30.0 389.0 2021-03-12 20:36:06.000000 1.4.2 26.0 34.0 17.0 conda-forge/ddt ddt 211.0 6174.0 3690.0 https://pypi.org/project/ddt 2020-05-15 02:43:35.000000 2484.0 263489.0 264668.0 https://anaconda.org/conda-forge/ddt 2020-05-15 03:17:11.932000 62509.0 2.0
103 101 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 06:57:52.000000 2021-08-19 10:29:13.000000 2021-08-19 10:29:12.000000 2108.0 1276.0 24309.0 2021-07-25 08:54:47.000000 2.0.4 46.0 330.0 34.0 pyenv 2650.0 1.0 https://pypi.org/project/pyenv 2019-01-12 14:49:22.000000 1.0 5760.0 5760.0 2.0
104 102 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 26 True cs01/gdbgui https://github.com/cs01/gdbgui GPL-3.0 2016-10-27 03:19:25.000000 2021-08-10 22:01:51.000000 2021-06-01 09:37:14.000000 473.0 161.0 8121.0 2021-05-20 07:34:40.000000 0.13.2.2 91.0 36.0 114.0 gdbgui 421.0 102.0 100.0 https://pypi.org/project/gdbgui 2021-05-20 07:33:03.000000 2.0 89043.0 89403.0 3.0 4688.0
105 103 detect-secrets https://github.com/Yelp/detect-secrets An enterprise friendly way of detecting and preventing secrets in code. security 26 True Yelp/detect-secrets https://github.com/Yelp/detect-secrets Apache-2.0 2017-12-05 00:38:38.000000 2021-08-11 09:31:30.000000 2021-08-01 20:36:31.000000 218.0 151.0 1944.0 2021-04-14 21:25:44.000000 1.1.0 34.0 51.0 77.0 detect-secrets 1095.0 34.0 https://pypi.org/project/detect-secrets 2021-04-14 21:25:44.000000 34.0 163208.0 163208.0 2.0
106 104 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 17:06:12.000000 2021-08-16 23:28:23.000000 2021-08-16 23:28:23.000000 202.0 571.0 1932.0 2021-08-03 18:39:57.000000 2.1.45 134.0 100.0 140.0 pex 230.0 https://pypi.org/project/pex 2021-08-03 18:39:03.000000 230.0 127666.0 134153.0 2.0 363292.0
107 105 vulture https://github.com/jendrikseipp/vulture Find dead Python code. refactoring 26 True jendrikseipp/vulture https://github.com/jendrikseipp/vulture MIT 2016-08-11 15:39:58.647000 2021-08-11 13:46:18.000000 2021-06-04 15:25:15.000000 85.0 134.0 1855.0 2021-01-16 17:51:40.000000 2.3 42.0 28.0 13.0 conda-forge/vulture vulture 680.0 1462.0 1102.0 https://pypi.org/project/vulture 2021-01-16 17:49:50.000000 360.0 149469.0 150254.0 https://anaconda.org/conda-forge/vulture 2020-08-11 23:14:02.062000 47128.0 2.0
108 106 Diamond https://github.com/python-diamond/Diamond Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of.. profiling 26 False python-diamond/Diamond https://github.com/python-diamond/Diamond MIT 2013-10-11 23:32:13.000000 2021-04-29 21:15:40.000000 2018-03-15 16:54:31.000000 593.0 129.0 1626.0 2016-11-25 22:13:29.000000 4.0.515 36.0 343.0 232.0 diamond 3219.0 125.0 63.0 https://pypi.org/project/diamond 2016-11-25 22:13:29.000000 62.0 43822.0 43822.0 2.0
109 107 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 11:38:06.000000 2021-06-11 07:51:49.000000 2020-10-18 16:56:10.000000 234.0 390.0 1315.0 2020-10-06 16:13:40.000000 0.12.10 617.0 35.0 87.0 pybuilder 1284.0 110.0 https://pypi.org/project/pybuilder 2021-05-07 22:11:38.000000 110.0 17360.0 17360.0 3.0
110 108 safety https://github.com/pyupio/safety Safety checks your installed dependencies for known security vulnerabilities. security 26 True pyupio/safety https://github.com/pyupio/safety MIT 2016-10-19 13:22:56.000000 2021-05-14 19:37:10.000000 2021-04-28 19:57:23.000000 91.0 68.0 1073.0 2021-01-15 19:34:46.000000 1.10.3 38.0 35.0 47.0 conda-forge/safety safety 372.0 2939.0 2395.0 https://pypi.org/project/safety 2021-01-15 19:34:46.000000 544.0 563794.0 568687.0 https://anaconda.org/conda-forge/safety 2021-01-15 20:54:00.958000 21278.0 2.0 69795.0
111 109 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 07:27:43.000000 2021-08-18 07:23:31.000000 2021-08-18 07:23:31.000000 143.0 134.0 871.0 2021-07-03 09:06:41.000000 4.1.0 90.0 42.0 115.0 ['pytest'] conda-forge/pytest-bdd pytest-bdd 672.0 268.0 https://pypi.org/project/pytest-bdd 2021-07-03 09:06:41.000000 268.0 216199.0 217564.0 https://anaconda.org/conda-forge/pytest-bdd 2020-02-03 16:53:59.114000 36856.0 3.0
112 110 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 20:08:18.000000 2021-07-24 08:50:12.000000 2021-07-16 01:00:57.000000 75.0 165.0 707.0 2021-07-16 01:03:10.000000 3.3.0 141.0 37.0 6.0 conda-forge/green green 1048.0 951.0 593.0 https://pypi.org/project/green 2021-07-16 01:03:10.000000 358.0 15054.0 16874.0 https://anaconda.org/conda-forge/green 2020-11-12 18:09:27.157000 85582.0 3.0
113 111 typeguard https://github.com/agronholm/typeguard Run-time type checker for Python. debugging 26 True agronholm/typeguard https://github.com/agronholm/typeguard MIT 2015-12-27 23:15:37.000000 2021-06-04 15:05:16.006000 2021-06-04 11:40:10.000000 62.0 117.0 697.0 2021-06-04 09:09:15.000000 2.12.1 41.0 18.0 41.0 conda-forge/typeguard typeguard 238.0 158.0 https://pypi.org/project/typeguard 2021-06-04 09:09:15.000000 158.0 9582084.0 9583672.0 https://anaconda.org/conda-forge/typeguard 2021-06-04 15:05:16.006000 49252.0 3.0
114 112 pdoc3 https://github.com/pdoc3/pdoc Auto-generate API documentation for Python projects. documentation 26 True pdoc3/pdoc https://github.com/pdoc3/pdoc AGPL-3.0 2019-01-02 02:32:40.000000 2021-08-11 22:23:55.000000 2021-08-03 04:29:02.000000 112.0 177.0 690.0 2021-08-03 14:51:19.000000 0.10.0 34.0 55.0 87.0 pdoc3 568.0 1063.0 973.0 https://pypi.org/project/pdoc3 2021-08-03 14:51:19.000000 90.0 167387.0 167387.0 2.0
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 03:40:17.000000 2021-07-22 17:56:13.000000 2020-12-27 17:36:40.000000 46.0 33.0 417.0 2019-08-04 15:14:24.000000 1.3.1 36.0 17.0 33.0 conda-forge/autoflake autoflake 439.0 3265.0 2685.0 https://pypi.org/project/autoflake 2019-08-04 15:14:24.000000 580.0 482158.0 487821.0 https://anaconda.org/conda-forge/autoflake 2021-05-26 15:10:21.374000 158589.0 2.0
116 114 wasabi https://github.com/ines/wasabi A lightweight console printing and formatting toolkit. logging 26 True ines/wasabi https://github.com/ines/wasabi MIT 2018-11-17 14:40:55.000000 2021-08-06 12:46:34.000000 2021-01-31 03:56:30.000000 18.0 3.0 296.0 2021-01-31 04:00:51.000000 0.8.2 34.0 4.0 3.0 conda-forge/wasabi wasabi 203.0 13086.0 12672.0 https://pypi.org/project/wasabi 2021-01-31 04:00:51.000000 414.0 2265192.0 2278405.0 https://anaconda.org/conda-forge/wasabi 2021-02-01 05:11:04.383000 396413.0 3.0
117 115 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 14:39:23.000000 2021-06-16 15:01:08.000000 2021-06-16 15:01:08.000000 31.0 35.0 187.0 2021-03-21 15:51:09.000000 0.8.1 17.0 15.0 10.0 ['pytest'] conda-forge/pytest-mypy pytest-mypy 222.0 1458.0 1192.0 https://pypi.org/project/pytest-mypy 2021-03-21 15:51:09.000000 266.0 278487.0 279184.0 https://anaconda.org/conda-forge/pytest-mypy 2020-11-24 14:50:18.057000 12563.0 3.0
118 116 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 03:38:46.000000 2021-08-18 14:54:44.000000 2021-08-18 14:54:40.000000 358.0 1784.0 7035.0 2021-08-13 21:53:08.000000 1.1.162 246.0 57.0 16.0 115.0 111.0 111091.0 2.0 pyright https://www.npmjs.com/package/pyright 2021-08-13 21:48:15.085000 4.0 111091.0
119 117 pyre-check https://github.com/facebook/pyre-check Performant type-checking for python. linters 25 True facebook/pyre-check https://github.com/facebook/pyre-check MIT 2017-11-10 17:31:36.000000 2021-08-19 13:42:52.000000 2021-08-19 13:42:50.000000 326.0 203.0 5525.0 2021-05-14 19:50:13.000000 0.9.3 62.0 170.0 65.0 pyre-check 46.0 https://pypi.org/project/pyre-check 2021-05-14 01:29:18.000000 46.0 21620.0 21620.0 2.0 -4.0
120 118 Scalene https://github.com/plasma-umass/scalene Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python. profiling 25 True plasma-umass/scalene https://github.com/plasma-umass/scalene Apache-2.0 2019-12-17 20:56:28.000000 2021-08-18 03:17:43.000000 2021-08-18 03:17:43.000000 153.0 103.0 4391.0 2021-07-16 18:49:59.000000 1.3.12 113.0 19.0 32.0 scalene 1682.0 57.0 57.0 https://pypi.org/project/scalene 2021-07-16 18:51:03.000000 0.0 4365.0 4365.0 3.0
121 119 pipx https://github.com/pypa/pipx Install and Run Python Applications in Isolated Environments. dependency-managers 25 True pypa/pipx https://github.com/pypa/pipx MIT 2018-10-06 18:47:46.000000 2021-08-05 07:45:12.000000 2021-08-05 06:53:54.000000 175.0 332.0 3982.0 2021-08-05 07:45:12.000000 0.16.4 46.0 57.0 81.0 pipx 466.0 4.0 https://pypi.org/project/pipx 2021-08-05 07:45:12.000000 4.0 72701.0 72701.0 3.0
122 120 pyinstrument https://github.com/joerick/pyinstrument Call stack profiler for Python. Shows you why your code is slow!. profiling 25 True joerick/pyinstrument https://github.com/joerick/pyinstrument BSD-3-Clause 2014-03-13 17:53:13.000000 2021-08-16 07:56:32.000000 2021-08-16 07:48:17.000000 124.0 71.0 3107.0 2021-08-16 07:56:32.000000 4.0.3 33.0 29.0 18.0 conda-forge/pyinstrument pyinstrument 456.0 320.0 https://pypi.org/project/pyinstrument 2021-08-16 07:56:32.000000 136.0 198962.0 200292.0 https://anaconda.org/conda-forge/pyinstrument 2021-05-03 13:06:12.737000 78519.0 3.0 -2.0
123 121 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 13:05:10.000000 2021-08-19 01:32:59.279000 2021-08-18 13:16:44.000000 110.0 383.0 2001.0 77.0 56.0 175.0 conda-forge/mamba 1415.0 347.0 347.0 39558.0 https://anaconda.org/conda-forge/mamba 2021-08-19 01:32:59.279000 1147197.0 3.0
124 122 uiautomator https://github.com/xiaocong/uiautomator Python wrapper of Android uiautomator test tool. testing 25 True xiaocong/uiautomator https://github.com/xiaocong/uiautomator MIT 2013-08-18 03:38:50.000000 2021-07-18 13:18:20.000000 2020-11-16 01:36:32.000000 594.0 117.0 1704.0 2020-11-16 03:43:07.000000 1.0.2 41.0 13.0 171.0 uiautomator 316.0 312.0 190.0 https://pypi.org/project/uiautomator 2020-11-16 03:43:07.000000 122.0 19428.0 19428.0 3.0
125 123 briefcase https://github.com/beeware/briefcase Tools to support converting a Python project into a standalone native application. packaging 25 True beeware/briefcase https://github.com/beeware/briefcase BSD-3-Clause 2015-07-28 15:20:03.000000 2021-08-07 09:02:48.000000 2021-07-10 07:21:52.000000 194.0 234.0 1200.0 2021-03-06 05:36:18.000000 0.3.5 35.0 82.0 105.0 briefcase 1195.0 24.0 https://pypi.org/project/briefcase 2021-03-06 05:37:12.000000 24.0 2737.0 2737.0 2.0
126 124 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 04:11:53.000000 2021-08-12 03:52:53.000000 2021-08-12 03:52:53.000000 143.0 533.0 1119.0 2021-08-01 12:44:02.000000 6.7.4 224.0 17.0 11.0 pyarmor 3186.0 244.0 234.0 https://pypi.org/project/pyarmor 2021-08-01 12:38:32.000000 10.0 39218.0 39218.0 3.0 18.0
127 125 pympler https://github.com/pympler/pympler Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application. profiling 25 True pympler/pympler https://github.com/pympler/pympler Apache-2.0 2012-10-04 23:35:16.000000 2021-08-09 18:39:22.000000 2020-10-15 19:16:49.000000 67.0 47.0 800.0 2016-03-31 11:48:42.000000 0.4.3 15.0 26.0 35.0 conda-forge/pympler pympler 443.0 478.0 https://pypi.org/project/pympler 2020-10-14 20:27:50.000000 478.0 235884.0 239084.0 https://anaconda.org/conda-forge/pympler 2020-10-14 22:08:39.935000 169602.0 3.0
128 126 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 20:43:31.000000 2021-08-15 10:06:12.000000 2021-08-15 10:06:12.000000 129.0 301.0 611.0 2020-05-16 12:35:26.000000 0.4.2 16.0 55.0 111.0 conda-forge/asv asv 1894.0 274.0 186.0 https://pypi.org/project/asv 2020-05-16 12:33:41.000000 88.0 21942.0 31223.0 https://anaconda.org/conda-forge/asv 2021-08-07 18:07:49.271000 510475.0 3.0
129 127 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 14:53:00.000000 2021-01-13 12:56:13.000000 2019-09-25 19:17:09.000000 203.0 78.0 575.0 2019-03-29 17:57:28.000000 0.7.1 56.0 37.0 57.0 ['sphinx'] sphinx-bootstrap-theme 393.0 3095.0 2119.0 https://pypi.org/project/sphinx-bootstrap-theme 2019-03-29 17:57:28.000000 976.0 29846.0 29846.0 2.0
130 128 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 02:55:56.000000 2021-08-11 15:25:52.000000 2021-08-11 15:25:51.000000 85.0 48.0 568.0 2020-03-02 14:42:32.000000 2.0.2 22.0 34.0 13.0 conda-forge/pyhamcrest pyhamcrest 3392.0 https://pypi.org/project/pyhamcrest 2020-03-02 14:42:32.000000 3392.0 992036.0 997981.0 https://anaconda.org/conda-forge/pyhamcrest 2020-03-02 15:36:14.195000 374560.0 3.0
131 129 setuptools_scm https://github.com/pypa/setuptools_scm the blessed package to manage your versions by scm tags. build-tools 25 True pypa/setuptools_scm https://github.com/pypa/setuptools_scm MIT 2015-07-01 17:57:56.000000 2021-08-12 10:32:17.000000 2021-08-10 10:19:59.000000 135.0 268.0 481.0 2020-12-13 22:17:40.000000 5.0.1 47.0 90.0 74.0 conda-forge/setuptools_scm setuptools_scm 694.0 https://pypi.org/project/setuptools_scm 2018-08-09 06:35:57.000000 694.0 10673221.0 10684336.0 https://anaconda.org/conda-forge/setuptools_scm 2021-03-17 16:05:30.451000 722490.0 3.0
132 130 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 09:43:52.000000 2021-06-21 14:55:20.000000 2021-06-21 14:55:20.000000 78.0 93.0 442.0 2017-12-31 01:13:41.000000 1.3.4 28.0 45.0 37.0 conda-forge/paver paver 534.0 1908.0 https://pypi.org/project/paver 2017-12-31 01:13:41.000000 1908.0 32041.0 32440.0 https://anaconda.org/conda-forge/paver 2018-07-24 12:48:36.122000 22796.0 3.0
133 131 sphinx-autodoc-typehints https://github.com/agronholm/sphinx-autodoc-typehints Type hints support for the Sphinx autodoc extension. documentation 25 True agronholm/sphinx-autodoc-typehints https://github.com/agronholm/sphinx-autodoc-typehints MIT 2015-09-21 20:41:41.000000 2021-05-20 18:56:40.000000 2021-04-15 00:19:06.000000 65.0 70.0 352.0 2020-10-12 20:37:53.000000 1.11.1 28.0 29.0 47.0 ['sphinx'] conda-forge/sphinx-autodoc-typehints sphinx-autodoc-typehints 174.0 1380.0 https://pypi.org/project/sphinx-autodoc-typehints 2020-10-12 20:37:53.000000 1380.0 272236.0 276845.0 https://anaconda.org/conda-forge/sphinx-autodoc-typehints 2021-04-15 04:06:00.666000 207443.0 2.0
134 132 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 17:09:56.000000 2021-06-24 02:56:51.000000 2021-03-14 13:43:08.000000 49.0 44.0 343.0 2021-03-14 13:46:47.000000 2021.3.14 15.0 17.0 12.0 ['sphinx'] conda-forge/sphinx-autobuild sphinx-autobuild 4682.0 https://pypi.org/project/sphinx-autobuild 2021-03-14 13:46:47.000000 4682.0 156982.0 158318.0 https://anaconda.org/conda-forge/sphinx-autobuild 2021-03-14 17:15:24.297000 69509.0 2.0
135 133 darglint https://github.com/terrencepreilly/darglint A python documentation linter which checks that the docstring description matches the definition. linters 25 True terrencepreilly/darglint https://github.com/terrencepreilly/darglint MIT 2017-09-25 14:11:21.000000 2021-06-01 22:35:18.000000 2021-04-04 23:02:21.000000 26.0 91.0 335.0 2021-02-22 05:24:56.000000 1.7.0 47.0 21.0 41.0 conda-forge/darglint darglint 495.0 753.0 733.0 https://pypi.org/project/darglint 2021-02-22 05:24:56.000000 20.0 171419.0 172184.0 https://anaconda.org/conda-forge/darglint 2021-04-05 00:44:14.308000 17617.0 2.0
136 134 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 15:27:20.000000 2021-06-13 13:28:36.000000 2021-06-13 13:28:19.000000 30.0 71.0 237.0 40.0 19.0 15.0 conda-forge/check-manifest check-manifest 521.0 8328.0 6524.0 https://pypi.org/project/check-manifest 2021-01-04 14:37:14.000000 1804.0 171160.0 172125.0 https://anaconda.org/conda-forge/check-manifest 2021-01-04 16:36:49.618000 30890.0 2.0
137 135 flake8-quotes https://github.com/zheller/flake8-quotes Flake8 extension for checking quotes in python. linters 25 False zheller/flake8-quotes https://github.com/zheller/flake8-quotes MIT 2014-03-10 00:05:08.000000 2020-06-06 07:55:44.000000 2020-05-12 23:46:18.000000 33.0 39.0 130.0 2020-05-12 23:46:28.000000 3.2.0 37.0 28.0 4.0 ['flake8'] conda-forge/flake8-quotes flake8-quotes 99.0 4836.0 3432.0 https://pypi.org/project/flake8-quotes 2020-05-12 23:46:28.000000 1404.0 559483.0 569143.0 https://anaconda.org/conda-forge/flake8-quotes 2020-05-13 00:39:59.431000 569952.0 2.0
138 136 flake8-isort https://github.com/gforcada/flake8-isort flake8 plugin that integrates isort. linters 25 True gforcada/flake8-isort https://github.com/gforcada/flake8-isort GPL-2.0 2015-09-12 19:25:34.000000 2021-06-09 07:48:32.414000 2020-08-11 08:04:26.000000 35.0 37.0 112.0 2020-08-11 08:04:21.000000 4.0.0 31.0 28.0 9.0 ['flake8'] conda-forge/flake8-isort flake8-isort 257.0 4282.0 3354.0 https://pypi.org/project/flake8-isort 2020-08-11 08:04:21.000000 928.0 420307.0 420888.0 https://anaconda.org/conda-forge/flake8-isort 2021-06-09 07:48:32.414000 12802.0 2.0
139 137 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 10:20:18.000000 2021-08-18 21:22:47.000000 2021-07-19 21:02:44.000000 75.0 53.0 1951.0 2019-10-05 13:00:41.000000 1.2.1 26.0 15.0 38.0 notifiers 380.0 164.0 158.0 https://pypi.org/project/notifiers 2019-10-05 13:00:41.000000 6.0 249645.0 249645.0 3.0
140 138 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 20:49:52.000000 2021-07-04 15:22:57.000000 2021-07-04 15:22:57.000000 274.0 198.0 1936.0 2021-06-20 21:23:39.000000 6.4.0 5.0 104.0 111.0 ['pytest'] pytest-testinfra 665.0 0.0 https://pypi.org/project/pytest-testinfra 2021-06-20 21:23:39.000000 0.0 108245.0 108245.0 3.0
141 139 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 17:39:18.000000 2021-01-11 21:31:40.000000 2021-01-11 21:31:39.000000 97.0 161.0 1720.0 2020-04-28 06:31:17.000000 .0.8.3 30.0 37.0 100.0 dephell 2145.0 283.0 275.0 https://pypi.org/project/dephell 2020-04-28 06:29:24.000000 8.0 17916.0 17921.0 3.0 147.0
142 140 pdoc https://github.com/mitmproxy/pdoc API Documentation for Python Projects. documentation 24 True mitmproxy/pdoc https://github.com/mitmproxy/pdoc Unlicense 2013-08-04 21:12:50.000000 2021-08-18 11:03:46.000000 2021-08-18 10:29:45.000000 114.0 175.0 997.0 2021-08-18 11:03:46.000000 7.4.0 70.0 31.0 5.0 pdoc 662.0 374.0 https://pypi.org/project/pdoc 2021-08-18 11:03:46.000000 288.0 71743.0 71743.0 3.0
143 141 pylama https://github.com/klen/pylama Code audit tool for python. linters 24 False klen/pylama https://github.com/klen/pylama LGPL-3.0 2012-08-17 10:10:10.000000 2021-04-25 06:43:44.000000 2019-04-10 18:20:19.000000 77.0 53.0 797.0 2019-04-10 18:20:47.000000 7.7.1 99.0 41.0 72.0 pylama 689.0 3624.0 2620.0 https://pypi.org/project/pylama 2019-04-10 18:20:47.000000 1004.0 87103.0 87103.0 3.0
144 142 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 02:08:20.000000 2021-01-29 17:57:16.000000 2019-06-15 20:36:43.000000 48.0 41.0 581.0 2018-05-20 19:52:16.000000 4.2.0 17.0 16.0 39.0 ['pytest'] conda-forge/pytest-watch pytest-watch 183.0 3401.0 2619.0 https://pypi.org/project/pytest-watch 2018-05-20 19:52:16.000000 782.0 243398.0 244516.0 https://anaconda.org/conda-forge/pytest-watch 2021-01-18 20:02:36.906000 48079.0 3.0
145 143 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 18:53:42.000000 2021-06-01 21:27:30.000000 2020-11-16 12:31:58.000000 64.0 52.0 473.0 2020-11-16 12:36:24.000000 0.11.2 21.0 22.0 45.0 mamba 468.0 220.0 https://pypi.org/project/mamba 2020-11-16 12:35:41.000000 220.0 17139.0 17139.0 3.0
146 144 interrogate https://github.com/econchick/interrogate Explain yourself! Interrogate a codebase for docstring coverage. documentation 24 True econchick/interrogate https://github.com/econchick/interrogate MIT 2020-04-24 02:33:25.000000 2021-08-02 07:07:24.000000 2021-07-07 12:34:25.000000 21.0 20.0 309.0 2020-11-03 22:11:18.000000 1.3.2 13.0 11.0 11.0 interrogate 152.0 806.0 806.0 https://pypi.org/project/interrogate 2021-05-15 00:17:44.000000 0.0 144604.0 144604.0 3.0
147 145 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 13:16:35.000000 2021-08-12 04:34:39.000000 2021-04-24 12:57:17.000000 42.0 69.0 274.0 2021-04-24 13:10:04.000000 0.10.4.0 10.0 14.0 10.0 py2exe 965.0 1582.0 1236.0 https://pypi.org/project/py2exe 2021-04-24 13:15:25.000000 346.0 21989.0 22348.0 2.0 10423.0
148 146 flake8-import-order https://github.com/PyCQA/flake8-import-order Flake8 plugin that checks import order against various Python Style Guides. linters 24 True PyCQA/flake8-import-order https://github.com/PyCQA/flake8-import-order LGPL-3.0 2014-03-16 12:46:09.000000 2021-03-12 04:22:24.000000 2020-08-04 12:21:12.000000 61.0 85.0 243.0 2019-03-04 08:39:11.000000 0.18.1 34.0 40.0 11.0 ['flake8'] conda-forge/flake8-import-order flake8-import-order 274.0 1892.0 https://pypi.org/project/flake8-import-order 2019-03-04 08:39:11.000000 1892.0 301754.0 305177.0 https://anaconda.org/conda-forge/flake8-import-order 2019-03-06 03:48:48.199000 195126.0 3.0
149 147 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 21:40:48.000000 2021-08-19 05:41:14.000000 2020-12-27 18:10:35.000000 31.0 22.0 225.0 2019-11-10 16:23:03.000000 1.3.1 48.0 15.0 27.0 docformatter 441.0 792.0 682.0 https://pypi.org/project/docformatter 2020-12-27 18:11:12.000000 110.0 68684.0 68684.0 3.0
150 148 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 22:10:33.000000 2021-07-26 22:35:23.000000 2021-07-26 22:35:22.000000 32.0 46.0 124.0 2021-06-22 12:00:47.000000 0.9.25 25.0 19.0 6.0 conda-forge/asteval asteval 412.0 842.0 604.0 https://pypi.org/project/asteval 2021-06-22 12:00:47.000000 238.0 200540.0 202880.0 https://anaconda.org/conda-forge/asteval 2021-02-27 14:24:12.922000 135765.0 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 01:59:02.000000 2021-08-09 21:58:13.000000 2021-08-08 20:20:40.000000 5.0 17.0 95.0 2021-08-08 20:37:17.000000 0.15.6 58.0 5.0 15.0 xdoctest 617.0 1392.0 1340.0 https://pypi.org/project/xdoctest 2021-08-08 20:20:14.000000 52.0 88767.0 88767.0 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 17:41:25.000000 2021-08-18 00:38:53.000000 2021-06-07 14:43:41.000000 274.0 204.0 7178.0 2021-06-07 14:44:29.000000 1.0.67 52.0 30.0 50.0 bpytop 398.0 0.0 https://pypi.org/project/bpytop 2021-06-07 14:44:29.000000 0.0 8298.0 8298.0 3.0
153 151 icecream https://github.com/gruns/icecream Never use print() to debug again. debugging 23 True gruns/icecream https://github.com/gruns/icecream MIT 2018-02-13 18:56:12.000000 2021-07-22 18:00:48.000000 2021-07-22 18:00:48.000000 101.0 53.0 5271.0 2021-06-22 20:52:25.000000 2.1.1 15.0 15.0 23.0 icecream 211.0 6.0 https://pypi.org/project/icecream 2021-06-22 20:47:50.000000 6.0 71960.0 71960.0 3.0
154 152 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 17:11:25.872000 2021-07-22 13:31:49.000000 2021-01-04 03:14:37.000000 341.0 38.0 3682.0 2021-07-22 13:31:49.000000 3.17.4 169.0 16.0 20.0 conda-forge/rebound rebound 166.0 34.0 20.0 https://pypi.org/project/rebound 2021-07-22 13:31:49.000000 14.0 2046.0 4901.0 https://anaconda.org/conda-forge/rebound 2021-06-21 03:42:52.461000 145439.0 3.0 172.0
155 153 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 00:19:00.000000 2021-07-06 17:00:28.000000 2021-07-06 17:00:21.000000 126.0 110.0 3477.0 2021-05-21 22:24:36.000000 21.5.0 21.0 37.0 37.0 conda-forge/monkeytype monkeytype 169.0 135.0 https://pypi.org/project/monkeytype 2021-05-21 22:24:36.000000 34.0 30866.0 31676.0 https://anaconda.org/conda-forge/monkeytype 2021-05-22 12:13:35.937000 34845.0 2.0
156 154 alive-progress https://github.com/rsalmei/alive-progress A new kind of Progress Bar, with real time throughput, ETA and very cool animations!. logging 23 True rsalmei/alive-progress https://github.com/rsalmei/alive-progress MIT 2019-08-05 05:54:30.000000 2021-08-18 22:38:32.000000 2021-01-08 01:36:09.000000 102.0 56.0 2599.0 2021-01-08 01:37:28.000000 1.6.2 19.0 1.0 21.0 conda-forge/alive-progress alive-progress 246.0 385.0 385.0 https://pypi.org/project/alive-progress 2021-01-08 01:37:28.000000 0.0 14045.0 14545.0 https://anaconda.org/conda-forge/alive-progress 2021-01-08 03:33:35.990000 9002.0 3.0
157 155 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 17:50:31.000000 2021-08-17 10:31:22.000000 2021-08-04 17:50:42.000000 75.0 203.0 1088.0 2021-08-04 17:51:17.000000 2.23.3 111.0 19.0 15.0 conda-forge/pyupgrade pyupgrade 740.0 10.0 https://pypi.org/project/pyupgrade 2021-08-04 17:51:17.000000 10.0 123386.0 131295.0 https://anaconda.org/conda-forge/pyupgrade 2021-08-04 19:27:44.748000 245182.0 2.0
158 156 snoop https://github.com/alexmojaki/snoop A powerful set of Python debugging tools, based on PySnooper. debugging 23 True alexmojaki/snoop https://github.com/alexmojaki/snoop MIT 2019-05-13 18:45:35.000000 2021-07-05 21:53:54.000000 2021-07-05 21:53:35.000000 21.0 16.0 625.0 2021-07-05 21:53:54.000000 0.4.0 11.0 20.0 16.0 snoop 400.0 67.0 59.0 https://pypi.org/project/snoop 2021-07-05 21:53:54.000000 8.0 18174.0 18174.0 3.0
159 157 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 05:34:39.000000 2020-12-13 18:51:56.000000 2019-08-11 17:42:44.000000 66.0 46.0 607.0 2019-03-17 19:03:54.000000 0.9.2 15.0 34.0 59.0 redbaron 1669.0 485.0 313.0 https://pypi.org/project/redbaron 2019-03-17 18:59:01.000000 172.0 35646.0 35646.0 2.0
160 158 nox https://github.com/theacodes/nox Flexible test automation for Python. testing 23 True theacodes/nox https://github.com/theacodes/nox Apache-2.0 2016-02-24 04:02:58.000000 2021-07-12 19:14:14.000000 2021-07-10 09:40:05.000000 95.0 187.0 602.0 2021-06-13 05:12:23.000000 2021.6.12 20.0 60.0 35.0 ['pytest'] conda-forge/nox nox 56.0 https://pypi.org/project/nox 2021-06-13 05:12:23.000000 56.0 366440.0 367539.0 https://anaconda.org/conda-forge/nox 2021-06-20 09:53:07.394000 37381.0 3.0
161 159 prettytable https://github.com/jazzband/prettytable Display tabular data in a visually appealing ASCII table format. logging 23 False jazzband/prettytable https://github.com/jazzband/prettytable BSD-1-Clause 2016-01-15 02:39:17.000000 2021-08-06 09:56:38.000000 2021-08-06 09:56:36.000000 75.0 35.0 522.0 2021-03-02 19:34:23.000000 2.1.0 14.0 29.0 24.0 conda-forge/prettytable prettytable 339.0 0.0 https://pypi.org/project/prettytable 2021-03-02 19:34:23.000000 0.0 3724989.0 3729742.0 https://anaconda.org/conda-forge/prettytable 2021-03-02 22:49:12.885000 294738.0 3.0
162 160 pytest-testmon https://github.com/tarpas/pytest-testmon Selects tests affected by changed files. Continous test runner when used with pytest-watch. testing 23 True tarpas/pytest-testmon https://github.com/tarpas/pytest-testmon AGPL-3.0 2015-02-02 14:21:10.000000 2021-08-12 09:35:07.000000 2021-08-12 09:34:57.000000 28.0 84.0 488.0 2021-08-05 09:35:17.000000 1.1.2 36.0 16.0 28.0 ['pytest'] conda-forge/pytest-testmon pytest-testmon 284.0 98.0 https://pypi.org/project/pytest-testmon 2021-08-05 09:17:07.000000 98.0 74493.0 75249.0 https://anaconda.org/conda-forge/pytest-testmon 2019-08-03 00:17:17.063000 31780.0 3.0
163 161 pytest-randomly https://github.com/pytest-dev/pytest-randomly Pytest plugin to randomly order tests and control random.seed. testing 23 True pytest-dev/pytest-randomly https://github.com/pytest-dev/pytest-randomly MIT 2016-04-08 15:48:10.000000 2021-08-16 08:48:38.000000 2021-08-16 08:48:37.000000 21.0 39.0 345.0 2021-08-13 09:48:44.000000 3.10.0 26.0 16.0 5.0 pytest-randomly 214.0 https://pypi.org/project/pytest-randomly 2021-08-13 20:24:33.000000 214.0 274898.0 274898.0 3.0
164 162 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 12:15:56.000000 2021-08-16 18:10:44.084000 2021-08-16 08:19:43.000000 13.0 31.0 290.0 2021-08-16 08:19:59.000000 3.6.1 29.0 10.0 7.0 ['flake8'] conda-forge/flake8-comprehensions flake8-comprehensions 714.0 https://pypi.org/project/flake8-comprehensions 2021-08-16 08:19:59.000000 714.0 555197.0 562123.0 https://anaconda.org/conda-forge/flake8-comprehensions 2021-08-16 18:10:44.084000 394822.0 3.0
165 163 flake8-eradicate https://github.com/wemake-services/flake8-eradicate Flake8 plugin to find commented out or dead code. linters 23 True wemake-services/flake8-eradicate https://github.com/wemake-services/flake8-eradicate MIT 2018-09-21 06:58:51.000000 2021-07-08 02:15:54.000000 2021-07-08 02:15:53.000000 7.0 25.0 192.0 2021-06-22 10:21:07.000000 1.1.0 11.0 11.0 1.0 ['flake8'] flake8-eradicate 318.0 72.0 https://pypi.org/project/flake8-eradicate 2021-06-22 10:20:25.000000 72.0 209327.0 209327.0 3.0
166 164 xenon https://github.com/rubik/xenon Monitoring tool based on radon. code-metrics 23 True rubik/xenon https://github.com/rubik/xenon MIT 2014-02-14 14:19:20.000000 2021-08-08 17:27:59.000000 2021-05-26 07:12:14.000000 14.0 24.0 187.0 2021-05-26 07:12:42.000000 0.7.3 19.0 7.0 6.0 conda-forge/xenon xenon 104.0 359.0 235.0 https://pypi.org/project/xenon 2021-05-26 07:12:42.000000 124.0 61211.0 61485.0 https://anaconda.org/conda-forge/xenon 2019-10-12 20:39:43.883000 12645.0 3.0
167 165 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 11:45:49.000000 2021-02-16 17:29:01.000000 2021-02-16 17:29:00.000000 57.0 23.0 185.0 2021-02-16 16:47:31.000000 0.2.23 26.0 44.0 39.0 data-science-types 446.0 110.0 110.0 https://pypi.org/project/data-science-types 2021-02-16 16:45:03.000000 0.0 60700.0 60700.0 3.0
168 166 py2app https://github.com/ronaldoussoren/py2app py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins.. packaging 23 True ronaldoussoren/py2app https://github.com/ronaldoussoren/py2app MIT 2020-01-14 11:27:41.000000 2021-05-14 20:21:54.000000 2021-04-06 08:23:10.000000 10.0 198.0 141.0 2021-04-06 08:27:25.000000 0.24 39.0 24.0 154.0 py2app 598.0 5391.0 3749.0 https://pypi.org/project/py2app 2021-04-06 08:25:30.000000 1642.0 11847.0 11847.0 3.0
169 167 flake8-commas https://github.com/PyCQA/flake8-commas Flake8 extension for enforcing trailing commas in python. linters 23 False PyCQA/flake8-commas https://github.com/PyCQA/flake8-commas MIT 2015-12-16 09:25:13.000000 2021-08-08 00:22:38.000000 2019-06-17 12:14:38.000000 20.0 25.0 125.0 2018-03-19 16:49:31.000000 2.0.0 19.0 9.0 5.0 ['flake8'] flake8-commas 165.0 2291.0 1741.0 https://pypi.org/project/flake8-commas 2018-03-19 16:49:31.000000 550.0 229826.0 229826.0 3.0
170 168 flake8-black https://github.com/peterjc/flake8-black flake8 plugin to run black for checking Python coding style. linters 23 True peterjc/flake8-black https://github.com/peterjc/flake8-black MIT 2019-01-10 14:40:26.000000 2021-07-17 00:37:54.092000 2021-07-16 22:58:49.000000 8.0 14.0 93.0 2021-07-16 22:59:22.000000 0.2.3 11.0 4.0 7.0 ['flake8'] conda-forge/flake8-black flake8-black 89.0 1134.0 1098.0 https://pypi.org/project/flake8-black 2021-07-16 22:59:22.000000 36.0 185181.0 190269.0 https://anaconda.org/conda-forge/flake8-black 2021-07-17 00:37:54.092000 132305.0 3.0
171 169 better-exceptions https://github.com/Qix-/better-exceptions Pretty and useful exceptions in Python, automatically. logging 22 True Qix-/better-exceptions https://github.com/Qix-/better-exceptions MIT 2017-03-12 11:23:04.000000 2021-01-29 16:48:55.000000 2021-01-29 16:48:11.000000 195.0 41.0 4004.0 2021-01-29 16:48:55.000000 0.3.3 16.0 14.0 29.0 better-exceptions 97.0 74.0 https://pypi.org/project/better-exceptions 2021-01-29 16:48:55.000000 74.0 27012.0 27012.0 3.0
172 170 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 03:59:39.000000 2021-02-20 07:50:28.000000 2021-02-20 07:47:40.000000 165.0 56.0 3756.0 2018-06-24 14:16:36.000000 0.37.6 24.0 17.0 24.0 vprof 619.0 94.0 76.0 https://pypi.org/project/vprof 2020-02-29 13:31:59.000000 18.0 2508.0 2508.0 3.0
173 171 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 15:34:48.000000 2020-12-25 03:47:37.000000 2020-03-08 21:43:06.000000 224.0 76.0 2050.0 2018-11-01 16:02:57.000000 0.42 15.0 22.0 21.0 python-taint 1576.0 70.0 48.0 https://pypi.org/project/python-taint 2018-11-01 16:02:04.000000 22.0 2747.0 2748.0 3.0 64.0
174 172 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 00:01:06.000000 2021-08-03 05:52:12.000000 2020-08-26 00:32:16.000000 185.0 125.0 1704.0 2017-11-22 14:27:35.000000 2.7.0 37.0 56.0 88.0 sixpack 828.0 12.0 8.0 https://pypi.org/project/sixpack 2017-11-22 14:27:35.000000 4.0 241.0 241.0 3.0
175 173 Bowler https://github.com/facebookincubator/Bowler Safe code refactoring for modern Python. refactoring 22 True facebookincubator/Bowler https://github.com/facebookincubator/Bowler MIT 2018-06-07 21:44:17.000000 2021-03-01 11:41:45.000000 2021-02-21 23:09:11.000000 85.0 34.0 1308.0 2020-09-17 01:55:39.000000 0.9.0 8.0 26.0 46.0 conda-forge/bowler bowler 182.0 10.0 https://pypi.org/project/bowler 2020-09-17 01:55:39.000000 10.0 45656.0 45969.0 https://anaconda.org/conda-forge/bowler 2019-06-12 18:37:14.246000 10329.0 3.0
176 174 stackprinter https://github.com/cknd/stackprinter Debugging-friendly exceptions for Python. logging 22 True cknd/stackprinter https://github.com/cknd/stackprinter MIT 2018-09-05 10:58:47.000000 2021-03-18 20:44:50.000000 2021-01-01 18:48:26.000000 32.0 15.0 1139.0 2020-10-31 13:10:42.000000 0.2.5 14.0 6.0 9.0 stackprinter 159.0 77.0 73.0 https://pypi.org/project/stackprinter 2020-10-31 13:06:59.000000 4.0 24423.0 24423.0 3.0
177 175 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 04:25:52.000000 2021-08-19 00:17:14.000000 2021-08-18 16:16:04.000000 163.0 617.0 765.0 2021-07-08 23:47:54.000000 6.7 27.0 90.0 64.0 conda-forge/cx_freeze cx_freeze 153.0 https://pypi.org/project/cx_freeze 2017-12-16 18:09:35.000000 153.0 55850.0 58719.0 https://anaconda.org/conda-forge/cx_freeze 2021-07-15 06:40:42.917000 88955.0 3.0
178 176 pycco https://github.com/pycco-docs/pycco Literate-style documentation generator. documentation 22 False pycco-docs/pycco https://github.com/pycco-docs/pycco MIT 2010-06-29 07:02:31.000000 2021-03-29 17:53:40.000000 2019-12-20 19:59:49.000000 132.0 28.0 750.0 2018-07-25 01:42:48.000000 0.6.0 11.0 36.0 27.0 pycco 222.0 452.0 228.0 https://pypi.org/project/pycco 2018-07-25 01:42:48.000000 224.0 2648.0 2648.0 3.0
179 177 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 19:11:21.000000 2021-06-21 13:21:11.000000 2021-06-21 13:21:11.000000 101.0 130.0 722.0 2020-07-03 08:11:24.000000 2.5.1 21.0 28.0 25.0 pynsist 543.0 88.0 https://pypi.org/project/pynsist 2021-03-28 16:28:58.000000 88.0 2721.0 2721.0 3.0
180 178 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 18:03:16.000000 2021-08-16 09:39:11.000000 2021-08-16 09:39:00.000000 34.0 50.0 638.0 2021-06-23 20:47:14.000000 3.3.8 45.0 8.0 37.0 hunter 958.0 97.0 63.0 https://pypi.org/project/hunter 2021-06-23 20:47:14.000000 34.0 7908.0 7908.0 3.0
181 179 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 12:19:00.000000 2021-01-31 10:24:10.000000 2020-02-10 02:47:14.000000 50.0 29.0 259.0 2019-02-25 23:55:38.000000 0.8 19.0 31.0 46.0 baron 1489.0 279.0 167.0 https://pypi.org/project/baron 2019-02-01 15:17:04.000000 112.0 36044.0 36044.0 3.0
182 180 pytest-lazy-fixture https://github.com/TvoroG/pytest-lazy-fixture It helps to use fixtures in pytest.mark.parametrize. testing 22 True tvorog/pytest-lazy-fixture https://github.com/TvoroG/pytest-lazy-fixture MIT 2016-09-29 23:52:48.000000 2021-07-09 17:10:56.000000 2021-07-09 17:10:56.000000 15.0 19.0 204.0 2020-02-01 18:04:00.000000 0.6.3 12.0 8.0 15.0 ['pytest'] conda-forge/pytest-lazy-fixture pytest-lazy-fixture 94.0 447.0 385.0 https://pypi.org/project/pytest-lazy-fixture 2020-02-01 18:04:00.000000 62.0 191094.0 196235.0 https://anaconda.org/conda-forge/pytest-lazy-fixture 2020-02-01 18:49:47.818000 267346.0 3.0
183 181 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 03:56:37.000000 2020-01-30 01:07:19.000000 2020-01-26 03:27:03.000000 38.0 42.0 159.0 2020-01-11 00:29:49.000000 1.6.3 32.0 10.0 30.0 ['sphinx'] releases 520.0 1069.0 363.0 https://pypi.org/project/releases 2020-01-11 00:29:49.000000 706.0 4451.0 4451.0 3.0
184 182 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 17:45:08.632000 2020-10-20 18:00:58.207000 2018-06-28 13:35:12.000000 11.0 64.0 2018-08-16 03:16:49.000000 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 03:16:49.000000 534.0 317432.0 319479.0 https://anaconda.org/conda-forge/memory_profiler 2020-10-20 18:00:58.207000 129017.0 3.0
185 183 pyrasite https://github.com/lmacken/pyrasite Inject code into running Python processes. debugging 21 False lmacken/pyrasite https://github.com/lmacken/pyrasite GPL-3.0 2011-09-10 06:01:20.000000 2021-06-04 01:31:20.000000 2017-03-13 17:42:17.000000 190.0 15.0 2558.0 13.0 20.0 40.0 pyrasite 274.0 40.0 34.0 https://pypi.org/project/pyrasite 2012-05-09 19:11:33.000000 6.0 17593.0 17593.0 3.0
186 184 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 20:18:08.000000 2021-07-30 02:31:09.000000 2021-03-19 18:13:03.000000 49.0 33.0 1223.0 2019-09-16 15:37:03.000000 1.2.0 9.0 16.0 26.0 pyannotate 94.0 89.0 63.0 https://pypi.org/project/pyannotate 2019-09-16 15:37:03.000000 26.0 3149.0 3149.0 3.0
187 185 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 18:46:23.000000 2021-06-28 22:10:57.000000 2021-06-28 22:10:43.000000 69.0 60.0 1222.0 2021-04-27 16:06:42.000000 0.5.1 56.0 33.0 27.0 shiv 10.0 https://pypi.org/project/shiv 2021-04-30 16:25:28.000000 10.0 7317.0 7322.0 3.0 141.0
188 186 wily https://github.com/tonybaloney/wily A Python application for tracking, reporting on timing and complexity in Python code. code-metrics 21 True tonybaloney/wily https://github.com/tonybaloney/wily Apache-2.0 2018-10-11 22:12:25.000000 2021-07-01 09:03:50.000000 2021-07-01 09:03:43.000000 45.0 52.0 797.0 2020-09-02 06:33:11.000000 1.19.0 46.0 16.0 28.0 wily 703.0 16.0 https://pypi.org/project/wily 2021-07-01 08:25:50.000000 16.0 13044.0 13044.0 3.0
189 187 mypy-protobuf https://github.com/dropbox/mypy-protobuf open source tools to generate mypy stubs from protobufs. linters 21 True dropbox/mypy-protobuf https://github.com/dropbox/mypy-protobuf Apache-2.0 2017-12-11 21:55:05.000000 2021-08-18 08:14:28.000000 2021-08-14 06:44:45.000000 57.0 79.0 377.0 34.0 27.0 6.0 mypy-protobuf 24.0 https://pypi.org/project/mypy-protobuf 2021-07-31 00:42:36.000000 24.0 618172.0 618172.0 3.0 -4.0
190 188 python-manhole https://github.com/ionelmc/python-manhole Debugging manhole for python applications. debugging 21 True ionelmc/python-manhole https://github.com/ionelmc/python-manhole BSD-2-Clause 2013-06-26 21:49:34.000000 2021-04-08 20:15:04.000000 2021-04-08 17:55:02.000000 15.0 15.0 311.0 2021-04-08 20:14:54.000000 1.8.0 22.0 10.0 5.0 manhole 484.0 136.0 70.0 https://pypi.org/project/manhole 2021-04-08 20:14:54.000000 66.0 9875.0 9875.0 3.0
191 189 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 19:09:01.000000 2021-08-05 20:47:50.000000 2021-08-05 20:47:45.000000 38.0 25.0 274.0 2021-07-31 16:17:24.000000 0.1.4 6.0 27.0 32.0 fixit 159.0 8.0 8.0 https://pypi.org/project/fixit 2021-07-30 20:35:02.000000 0.0 1856.0 1856.0 3.0
192 190 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 01:38:07.332000 2020-07-19 15:23:26.710000 2019-10-30 17:50:10.000000 47.0 248.0 13.0 10.0 conda-forge/assertpy assertpy 279.0 124.0 https://pypi.org/project/assertpy 2020-07-19 14:39:02.000000 124.0 161020.0 161287.0 https://anaconda.org/conda-forge/assertpy 2020-07-19 15:23:26.710000 12039.0 3.0
193 191 pytest-docker https://github.com/avast/pytest-docker Docker-based integration tests. testing 21 True avast/pytest-docker https://github.com/avast/pytest-docker MIT 2017-03-07 04:51:13.000000 2021-06-14 12:23:31.000000 2021-06-14 12:23:20.000000 40.0 14.0 224.0 2021-06-14 12:12:56.000000 0.10.3 15.0 11.0 17.0 ['pytest'] pytest-docker 60.0 28.0 https://pypi.org/project/pytest-docker 2021-06-14 12:09:30.000000 28.0 36749.0 36753.0 3.0 81.0
194 192 mkdocs-pdf-export-plugin https://github.com/zhaoterryy/mkdocs-pdf-export-plugin An MkDocs plugin to export content pages as PDF files. documentation 21 False zhaoterryy/mkdocs-pdf-export-plugin https://github.com/zhaoterryy/mkdocs-pdf-export-plugin MIT 2018-02-20 15:06:51.000000 2021-06-08 19:16:26.000000 2020-07-23 01:35:13.000000 32.0 44.0 198.0 2020-07-23 01:35:39.000000 0.5.8 22.0 9.0 36.0 ['mkdocs'] mkdocs-pdf-export-plugin 68.0 152.0 148.0 https://pypi.org/project/mkdocs-pdf-export-plugin 2020-07-23 01:35:04.000000 4.0 11679.0 11679.0 3.0
195 193 dodgy https://github.com/landscapeio/dodgy Looks at Python code to search for things which look dodgy such as passwords or diffs. security 21 True landscapeio/dodgy https://github.com/landscapeio/dodgy MIT 2013-12-25 12:22:20.000000 2021-03-21 11:36:52.000000 2021-03-21 11:36:52.000000 18.0 3.0 91.0 2019-12-31 16:44:58.000000 0.2.1 10.0 14.0 8.0 conda-forge/dodgy dodgy 70.0 1898.0 1374.0 https://pypi.org/project/dodgy 2019-12-31 16:44:58.000000 524.0 143793.0 144211.0 https://anaconda.org/conda-forge/dodgy 2020-06-10 17:10:06.579000 25098.0 3.0
196 194 flake8-builtins https://github.com/gforcada/flake8-builtins Check for python builtins being used as variables or parameters. linters 21 True gforcada/flake8-builtins https://github.com/gforcada/flake8-builtins GPL-2.0 2016-03-02 00:26:51.000000 2021-04-21 08:08:02.000000 2021-04-14 06:13:26.000000 16.0 31.0 69.0 2020-05-14 10:45:01.000000 1.5.3 23.0 14.0 3.0 ['flake8'] conda-forge/flake8-builtins flake8-builtins 211.0 3009.0 2497.0 https://pypi.org/project/flake8-builtins 2020-05-14 10:45:01.000000 512.0 412364.0 414525.0 https://anaconda.org/conda-forge/flake8-builtins 2020-05-18 15:22:26.836000 123210.0 3.0
197 195 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 10:35:57.000000 2020-08-24 01:31:58.000000 2020-08-24 01:31:58.000000 114.0 20.0 2994.0 2017-06-28 06:10:16.000000 0.1.3 3.0 18.0 15.0 profiling 433.0 42.0 37.0 https://pypi.org/project/profiling 2017-06-28 06:10:16.000000 5.0 3167.0 3167.0 3.0
198 196 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 16:02:27.000000 2021-07-02 11:03:45.000000 2021-07-02 11:03:29.000000 65.0 30.0 2146.0 2021-07-02 11:03:45.000000 1.2.23 46.0 5.0 1.0 pretty_errors 128.0 0.0 https://pypi.org/project/pretty_errors 2021-07-02 11:03:45.000000 0.0 14879.0 14879.0 3.0
199 197 xar https://github.com/facebookincubator/xar executable archive format. packaging 20 True facebookincubator/xar https://github.com/facebookincubator/xar BSD-3-Clause 2017-06-29 18:15:26.000000 2021-07-21 17:45:24.000000 2021-07-21 17:45:19.000000 45.0 21.0 1470.0 2020-12-02 20:41:20.000000 20.12.2 3.0 23.0 8.0 xar 62.0 15.0 15.0 https://pypi.org/project/xar 2020-12-02 20:41:20.000000 266.0 266.0 3.0
200 198 Birdseye https://github.com/alexmojaki/birdseye Graphical Python debugger which lets you easily view the values of all evaluated expressions. debugging 20 True alexmojaki/birdseye https://github.com/alexmojaki/birdseye MIT 2017-07-22 18:49:20.000000 2021-08-01 14:18:37.000000 2021-08-01 14:14:35.000000 68.0 32.0 1414.0 2021-07-03 11:54:41.000000 0.9.1 37.0 10.0 18.0 birdseye 409.0 0.0 https://pypi.org/project/birdseye 2021-08-01 14:18:37.000000 0.0 1126.0 1126.0 3.0
201 199 mkdocstrings https://github.com/mkdocstrings/mkdocstrings Automatic documentation from sources, for MkDocs. documentation 20 True mkdocstrings/mkdocstrings https://github.com/mkdocstrings/mkdocstrings ISC 2019-12-09 18:09:09.000000 2021-07-25 18:39:31.000000 2021-06-09 21:25:32.000000 48.0 136.0 422.0 2021-06-09 21:24:38.000000 0.15.2 37.0 19.0 45.0 ['mkdocs'] conda-forge/mkdocstrings mkdocstrings 429.0 0.0 https://pypi.org/project/mkdocstrings 2021-06-09 21:24:38.000000 0.0 52692.0 53361.0 https://anaconda.org/conda-forge/mkdocstrings 2021-06-10 00:40:28.008000 6693.0 3.0
202 200 constructor https://github.com/conda/constructor tool for creating installers from conda packages. packaging 20 True conda/constructor https://github.com/conda/constructor BSD-3-Clause 2016-02-12 06:52:50.000000 2021-08-03 12:29:00.000000 2021-05-24 15:52:40.000000 125.0 194.0 321.0 2021-04-03 16:53:20.000000 3.2.1 37.0 46.0 41.0 constructor 948.0 10.0 10.0 74.0 https://anaconda.org/anaconda/constructor 2021-04-01 17:48:58.348000 4340.0 3.0 219.0
203 201 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 02:48:01.000000 2021-08-09 20:22:19.000000 2021-08-09 20:22:18.000000 17.0 29.0 242.0 2021-03-02 02:05:09.000000 1.10.0 19.0 12.0 2.0 conda-forge/blacken-docs blacken-docs 182.0 22.0 https://pypi.org/project/blacken-docs 2021-03-02 02:05:09.000000 22.0 4916.0 6256.0 https://anaconda.org/conda-forge/blacken-docs 2021-03-02 04:02:19.005000 17428.0 3.0
204 202 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 21:41:44.000000 2020-11-22 23:34:25.000000 2019-10-22 13:19:39.000000 17.0 11.0 144.0 2019-10-22 13:04:22.000000 1.3.1 9.0 7.0 4.0 ['pytest'] conda-forge/pytest-datadir pytest-datadir 71.0 466.0 388.0 https://pypi.org/project/pytest-datadir 2019-10-22 13:04:22.000000 78.0 101745.0 103172.0 https://anaconda.org/conda-forge/pytest-datadir 2019-10-23 16:32:51.374000 82819.0 3.0
205 203 eradicate https://github.com/myint/eradicate Removes commented-out code from Python files. refactoring 20 False myint/eradicate https://github.com/myint/eradicate Saxpath 2012-12-23 04:39:48.000000 2021-07-26 20:00:21.000000 2020-10-01 09:23:01.000000 19.0 13.0 114.0 2020-10-01 09:33:03.000000 2.0.0 16.0 7.0 6.0 eradicate 164.0 156.0 https://pypi.org/project/eradicate 2020-10-01 09:33:03.000000 156.0 232027.0 232027.0 3.0
206 204 flake8-mypy https://github.com/ambv/flake8-mypy A plugin for flake8 integrating Mypy. linters 20 False ambv/flake8-mypy https://github.com/ambv/flake8-mypy MIT 2017-02-26 02:27:33.000000 2020-06-19 16:51:36.000000 2020-06-19 16:51:00.000000 15.0 3.0 103.0 2017-08-31 23:17:01.000000 17.8.0 6.0 8.0 19.0 ['flake8'] flake8-mypy 50.0 927.0 729.0 https://pypi.org/project/flake8-mypy 2017-08-31 23:17:01.000000 198.0 42320.0 42320.0 3.0
207 205 sphinx-markdown-builder https://github.com/clayrisser/sphinx-markdown-builder sphinx builder that outputs markdown files. documentation 20 True codejamninja/sphinx-markdown-builder https://github.com/clayrisser/sphinx-markdown-builder MIT 2018-11-11 00:07:58.000000 2020-10-07 04:18:38.000000 2020-10-07 04:18:32.000000 28.0 16.0 103.0 2019-12-23 17:05:52.000000 0.5.4 22.0 16.0 18.0 ['sphinx'] sphinx-markdown-builder 99.0 214.0 172.0 https://pypi.org/project/sphinx-markdown-builder 2019-12-23 17:05:52.000000 42.0 13407.0 13407.0 3.0 clayrisser/sphinx-markdown-builder
208 206 mkdocs-with-pdf https://github.com/orzih/mkdocs-with-pdf Generate a single PDF file from MkDocs repository. documentation 20 True orzih/mkdocs-with-pdf https://github.com/orzih/mkdocs-with-pdf MIT 2020-02-23 16:34:46.000000 2021-07-13 13:36:29.000000 2021-07-03 02:00:20.000000 14.0 35.0 82.0 2021-07-03 02:09:02.000000 0.9.3 28.0 6.0 17.0 ['mkdocs'] mkdocs-with-pdf 186.0 54.0 54.0 https://pypi.org/project/mkdocs-with-pdf 2021-07-03 02:04:39.000000 6203.0 6203.0 3.0
209 207 pylint-flask https://github.com/jschaf/pylint-flask A Pylint plugin to analyze Flask applications. linters 20 True jschaf/pylint-flask https://github.com/jschaf/pylint-flask GPL-2.0 2015-06-27 20:11:12.000000 2021-03-10 19:35:23.000000 2021-03-10 19:35:23.000000 9.0 5.0 58.0 5.0 7.0 4.0 ['pylint'] conda-forge/pylint-flask pylint-flask 40.0 5946.0 5240.0 https://pypi.org/project/pylint-flask 2019-01-30 19:26:02.000000 706.0 173393.0 174250.0 https://anaconda.org/conda-forge/pylint-flask 2019-02-02 18:28:49.934000 51468.0 3.0
210 208 pyflow https://github.com/David-OConnor/pyflow An installation and dependency system for Python. dependency-managers 19 True David-OConnor/pyflow https://github.com/David-OConnor/pyflow MIT 2019-07-15 09:40:29.000000 2021-07-13 14:36:24.000000 2021-07-13 14:36:24.000000 31.0 66.0 849.0 2021-07-02 13:17:04.000000 0.3.1 26.0 24.0 43.0 pyflow 333.0 0.0 https://pypi.org/project/pyflow 2021-07-02 13:17:04.000000 0.0 257.0 396.0 3.0 3337.0
211 209 vex https://github.com/sashahart/vex Run a command in the named virtualenv. virtual-envs 19 False sashahart/vex https://github.com/sashahart/vex MIT 2014-05-09 03:20:02.000000 2021-01-19 19:03:16.000000 2019-05-10 19:18:48.000000 23.0 38.0 370.0 2019-05-10 19:21:38.000000 0.0.19 18.0 3.0 3.0 vex 200.0 37.0 21.0 https://pypi.org/project/vex 2019-05-10 19:21:38.000000 16.0 2247.0 2247.0 3.0
212 210 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 15:53:36.000000 2020-12-08 17:21:33.000000 2020-12-08 17:21:32.000000 13.0 12.0 315.0 2020-10-30 20:40:39.000000 0.11.0 13.0 7.0 20.0 dlint 201.0 18.0 https://pypi.org/project/dlint 2020-10-30 20:40:39.000000 18.0 37112.0 37112.0 3.0
213 211 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 11:37:21.000000 2021-01-11 21:35:41.000000 2021-01-11 21:35:40.000000 33.0 222.0 2021-01-11 18:40:32.000000 0.9.0 28.0 15.0 4.0 ['flake8'] flakehell 368.0 0.0 https://pypi.org/project/flakehell 2021-01-11 18:40:32.000000 0.0 113098.0 113100.0 3.0 57.0
214 212 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 19 True asottile/add-trailing-comma https://github.com/asottile/add-trailing-comma MIT 2017-07-10 00:55:50.000000 2021-08-09 20:22:35.000000 2021-08-09 20:22:34.000000 14.0 34.0 185.0 2021-01-24 18:14:07.000000 2.1.0 30.0 9.0 1.0 add-trailing-comma 262.0 14.0 https://pypi.org/project/add-trailing-comma 2021-01-24 18:14:07.000000 14.0 5665.0 5665.0 3.0
215 213 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 14:25:24.000000 2021-08-18 23:56:24.000000 2021-08-16 09:31:31.000000 10.0 55.0 173.0 2021-07-20 22:57:53.000000 0.27.0 43.0 10.0 33.0 ['flake8'] nitpick 568.0 0.0 https://pypi.org/project/nitpick 2021-07-20 22:57:49.000000 0.0 8847.0 8847.0 3.0 4.0
216 214 mkdocs-awesome-pages-plugin https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin An MkDocs plugin that simplifies configuring page titles and their order. documentation 19 True lukasgeiter/mkdocs-awesome-pages-plugin https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin MIT 2018-02-06 21:09:24.000000 2021-04-20 17:08:31.000000 2020-12-22 01:43:41.000000 17.0 32.0 164.0 2020-12-22 02:04:30.000000 2.5.0 16.0 2.0 6.0 ['mkdocs'] mkdocs-awesome-pages-plugin 53.0 526.0 436.0 https://pypi.org/project/mkdocs-awesome-pages-plugin 2020-12-22 01:59:58.000000 90.0 40235.0 40235.0 3.0
217 215 unimport https://github.com/hakancelik96/unimport A linter, formatter for finding and removing unused import statements. refactoring 19 True hakancelik96/unimport https://github.com/hakancelik96/unimport MIT 2019-09-08 09:49:24.000000 2021-08-10 05:51:22.000000 2021-08-10 05:51:22.000000 14.0 62.0 110.0 2021-06-26 10:40:10.000000 0.8.4 30.0 11.0 10.0 unimport 393.0 10.0 10.0 https://pypi.org/project/unimport 2021-06-26 10:40:10.000000 4040.0 4040.0 3.0
218 216 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 23:19:09.000000 2020-12-29 20:50:06.000000 2020-08-29 05:51:08.000000 15.0 8.0 62.0 2019-10-08 03:58:31.000000 2.1.2 11.0 5.0 4.0 ['flake8'] flake8-bandit 44.0 156.0 https://pypi.org/project/flake8-bandit 2019-10-08 03:58:31.000000 156.0 271868.0 271868.0 3.0
219 217 unify https://github.com/myint/unify Modifies strings to all use the same quote where possible. refactoring 19 False myint/unify https://github.com/myint/unify MIT 2013-03-24 18:02:19.000000 2021-04-21 16:21:07.000000 2019-08-07 13:44:00.000000 12.0 3.0 56.0 2013-06-22 15:34:37.000000 0.1.5 10.0 5.0 10.0 unify 69.0 327.0 273.0 https://pypi.org/project/unify 2019-08-07 13:46:09.000000 54.0 43475.0 43475.0 3.0
220 218 mkdocs-git-revision-date-plugin https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin MkDocs plugin for setting revision date from git per markdown file. documentation 19 False zhaoterryy/mkdocs-git-revision-date-plugin https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin MIT 2018-12-03 04:29:33.000000 2020-10-16 02:02:54.000000 2020-10-16 01:58:36.000000 5.0 9.0 36.0 2020-10-16 02:02:42.000000 0.3.1 8.0 6.0 2.0 ['mkdocs'] mkdocs-git-revision-date-plugin 24.0 301.0 283.0 https://pypi.org/project/mkdocs-git-revision-date-plugin 2020-10-16 02:02:18.000000 18.0 12852.0 12852.0 3.0
221 219 pyenv-virtualenv https://github.com/pyenv/pyenv-virtualenv a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). virtual-envs 18 True pyenv/pyenv-virtualenv https://github.com/pyenv/pyenv-virtualenv MIT 2013-02-18 12:59:17.000000 2021-07-25 09:13:36.000000 2021-07-25 09:13:35.000000 297.0 180.0 4437.0 2019-02-14 00:27:42.000000 1.1.5 7.0 44.0 135.0 470.0 3.0
222 220 fake2db https://github.com/emirozer/fake2db create custom test databases that are populated with fake data. testing 18 False emirozer/fake2db https://github.com/emirozer/fake2db GPL-2.0 2014-02-18 19:14:28.000000 2019-11-25 09:19:01.000000 2019-11-25 09:19:00.000000 109.0 15.0 2076.0 2019-03-09 13:53:12.000000 1.0.0 20.0 18.0 7.0 fake2db 242.0 14.0 13.0 https://pypi.org/project/fake2db 2018-02-09 15:43:23.000000 1.0 400.0 400.0 3.0
223 221 heartrate https://github.com/alexmojaki/heartrate Simple real time visualisation of the execution of a Python program. profiling 18 True alexmojaki/heartrate https://github.com/alexmojaki/heartrate MIT 2019-04-24 17:02:28.000000 2021-07-06 10:06:18.000000 2021-07-06 10:06:18.000000 113.0 2.0 1290.0 2019-08-14 12:49:34.000000 0.2.1 3.0 2.0 4.0 heartrate 23.0 24.0 24.0 https://pypi.org/project/heartrate 2019-08-14 12:49:34.000000 0.0 327.0 327.0 3.0
224 222 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 05:14:04.000000 2021-06-13 08:00:00.000000 2021-06-13 07:59:39.000000 58.0 29.0 761.0 2021-06-13 08:00:00.000000 1.7.0 28.0 16.0 21.0 portray 8.0 https://pypi.org/project/portray 2021-06-13 08:00:00.000000 8.0 6118.0 6118.0 3.0
225 223 python-devtools https://github.com/samuelcolvin/python-devtools Dev tools for python. logging 18 True samuelcolvin/python-devtools https://github.com/samuelcolvin/python-devtools MIT 2017-08-20 15:30:06.000000 2021-05-13 20:54:14.000000 2021-03-30 12:05:16.000000 12.0 22.0 376.0 2020-10-22 13:55:06.000000 0.6.1 10.0 5.0 12.0 python-devtools 83.0 410.0 409.0 https://pypi.org/project/python-devtools 2017-08-21 10:32:25.000000 1.0 469.0 469.0 3.0
226 224 imhotep https://github.com/justinabrahms/imhotep A static-analysis bot for Github. linters 18 False justinabrahms/imhotep https://github.com/justinabrahms/imhotep MIT 2012-12-17 01:26:32.000000 2021-07-28 19:03:11.000000 2017-12-09 20:00:47.000000 37.0 23.0 215.0 2016-09-18 21:57:32.000000 1.1.0 9.0 15.0 23.0 imhotep 356.0 11.0 7.0 https://pypi.org/project/imhotep 2016-09-18 21:57:32.000000 4.0 51.0 51.0 3.0
227 225 pynt https://github.com/rags/pynt A pynt of Python build. build-tools 18 False rags/pynt https://github.com/rags/pynt MIT 2012-11-17 13:12:49.000000 2020-04-13 11:49:33.000000 2019-10-04 19:05:46.000000 18.0 13.0 152.0 2018-06-24 06:23:48.000000 0.8.2 7.0 9.0 5.0 pynt 128.0 124.0 70.0 https://pypi.org/project/pynt 2018-06-24 06:23:48.000000 54.0 4671.0 4671.0 3.0
228 226 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 05:19:51.000000 2021-03-03 04:44:57.000000 2021-03-03 04:44:57.000000 14.0 29.0 103.0 2020-02-01 05:12:09.000000 0.2.2 6.0 10.0 21.0 ['flake8'] conda-forge/pandas-vet pandas-vet 179.0 47.0 47.0 https://pypi.org/project/pandas-vet 2020-02-01 05:12:09.000000 0.0 5481.0 5735.0 https://anaconda.org/conda-forge/pandas-vet 2020-02-01 05:31:32.445000 7105.0 3.0 38.0
229 227 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 21:45:30.000000 2019-12-07 19:55:59.000000 2019-05-24 17:17:56.000000 5.0 3.0 83.0 2014-09-07 13:57:37.000000 0.5.7 23.0 3.0 3.0 pyformat 199.0 111.0 89.0 https://pypi.org/project/pyformat 2017-01-04 02:31:11.000000 22.0 9780.0 9780.0 3.0
230 228 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 22:56:02.000000 2021-01-08 21:28:29.000000 2018-12-06 03:53:03.000000 29.0 8.0 509.0 2018-12-06 03:59:34.000000 0.0.6 6.0 4.0 3.0 py-heat 51.0 39.0 29.0 https://pypi.org/project/py-heat 2018-12-06 03:59:34.000000 10.0 1078.0 1078.0 3.0
231 229 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 06:06:22.000000 2021-08-19 00:56:53.000000 2021-08-19 00:46:11.000000 8.0 28.0 347.0 2021-08-18 07:07:27.000000 0.8.0 13.0 6.0 6.0 conda-forge/beartype beartype 0.0 https://pypi.org/project/beartype 2021-08-18 07:07:27.000000 0.0 10241.0 10667.0 https://anaconda.org/conda-forge/beartype 2021-06-30 08:28:07.135000 5970.0 3.0
232 230 bellybutton https://github.com/hchasestevens/bellybutton Custom Python linting through AST expressions. linters 17 True hchasestevens/bellybutton https://github.com/hchasestevens/bellybutton MIT 2018-02-17 06:31:44.000000 2021-07-15 00:42:03.000000 2021-07-15 00:42:02.000000 10.0 6.0 216.0 2020-11-27 21:20:22.000000 0.3.1 11.0 5.0 7.0 bellybutton 33.0 7.0 7.0 https://pypi.org/project/bellybutton 2020-11-27 21:20:22.000000 0.0 4094.0 4094.0 3.0
233 231 pep8ify https://github.com/spulec/pep8ify A library that modifies python source code to conform to pep8. refactoring 17 False spulec/pep8ify https://github.com/spulec/pep8ify Apache-2.0 2012-06-03 03:31:33.000000 2019-03-08 03:06:14.000000 2014-10-24 20:36:38.000000 12.0 12.0 114.0 2014-10-24 20:36:57.000000 0.0.13 13.0 6.0 6.0 pep8ify 154.0 53.0 34.0 https://pypi.org/project/pep8ify 2014-10-24 20:36:57.000000 19.0 173.0 173.0 3.0
234 232 yala https://github.com/cemsbr/yala Yet Another Linter Aggregator. linters 17 False cemsbr/yala https://github.com/cemsbr/yala MIT 2017-06-02 22:45:50.000000 2021-06-01 22:20:31.000000 2021-04-10 04:03:47.000000 4.0 11.0 11.0 2020-10-24 16:03:12.000000 3.0.1 27.0 3.0 1.0 ['flake8', 'pylint'] yala 165.0 54.0 36.0 https://pypi.org/project/yala 2020-10-24 16:03:12.000000 18.0 1072.0 1072.0 3.0
235 233 PyOxidizer https://github.com/indygreg/PyOxidizer A modern Python application packaging and distribution tool. packaging 16 True indygreg/PyOxidizer https://github.com/indygreg/PyOxidizer MPL-2.0 2018-12-18 23:32:13.000000 2021-08-19 05:57:31.000000 2021-08-19 05:53:38.000000 116.0 148.0 3132.0 2021-08-09 01:16:26.000000 pyoxidizer/0.17 9.0 34.0 217.0 28.0 3.0 534.0
236 234 pycycle https://github.com/bndr/pycycle Tool for pinpointing circular imports in Python. Find cyclic imports in any project. linters 16 False bndr/pycycle https://github.com/bndr/pycycle MIT 2017-01-28 17:22:00.000000 2021-07-28 15:57:26.000000 2017-02-13 18:07:04.000000 15.0 1.0 290.0 2.0 14.0 pycycle 26.0 46.0 46.0 https://pypi.org/project/pycycle 3200.0 3200.0 3.0
237 235 retype https://github.com/ambv/retype Re-apply type annotations from .pyi stubs to your codebase. refactoring 16 True ambv/retype https://github.com/ambv/retype MIT 2017-03-11 07:54:58.000000 2021-05-16 22:51:30.742000 2021-05-15 17:24:28.000000 16.0 6.0 104.0 2021-05-15 15:22:34.000000 21.5.0 9.0 8.0 9.0 conda-forge/retype retype 34.0 https://pypi.org/project/retype 2021-05-15 15:22:34.000000 34.0 814.0 1146.0 https://anaconda.org/conda-forge/retype 2021-05-16 22:51:30.742000 14315.0 3.0
238 236 massedit https://github.com/elmotec/massedit Programmatically edit text files with Python. Useful for source to source transformations. refactoring 16 True elmotec/massedit https://github.com/elmotec/massedit MIT 2012-03-11 16:18:30.000000 2020-12-23 02:17:37.000000 2020-12-23 02:11:17.000000 14.0 5.0 91.0 2020-12-23 02:19:02.000000 0.69.1 15.0 6.0 3.0 massedit 178.0 10.0 https://pypi.org/project/massedit 2020-12-23 02:12:33.000000 10.0 953.0 953.0 3.0 17.0
239 237 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 09:08:26.000000 2019-08-20 15:57:27.000000 2019-06-12 11:57:28.000000 3.0 24.0 63.0 2019-06-12 11:59:29.000000 2.3.1 23.0 3.0 4.0 ['pytest'] pytest-play 382.0 25.0 21.0 https://pypi.org/project/pytest-play 2019-06-12 11:59:29.000000 4.0 314.0 314.0 3.0
240 238 pip-run https://github.com/jaraco/pip-run pip-run - dynamic dependency loader for Python. dependency-managers 16 True jaraco/pip-run https://github.com/jaraco/pip-run MIT 2016-01-25 01:59:13.000000 2021-07-19 00:12:57.000000 2021-07-19 00:06:47.000000 10.0 37.0 62.0 2021-07-19 00:13:08.000000 8.5.1 23.0 10.0 2.0 pip-run 0.0 https://pypi.org/project/pip-run 2021-07-19 00:12:57.000000 0.0 11950.0 11950.0 3.0
241 239 lazydocs https://github.com/ml-tooling/lazydocs Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx. documentation 16 True ml-tooling/lazydocs https://github.com/ml-tooling/lazydocs MIT 2020-11-10 00:31:46.000000 2021-08-14 06:17:25.000000 2021-07-27 08:59:11.000000 10.0 3.0 36.0 2021-07-27 09:00:22.000000 0.4.8 18.0 6.0 1.0 lazydocs 34.0 34.0 https://pypi.org/project/lazydocs 2021-07-27 08:05:42.000000 0.0 479.0 479.0 3.0
242 240 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 16 False timvink/mkdocs-print-site-plugin https://github.com/timvink/mkdocs-print-site-plugin MIT 2020-08-15 12:02:33.000000 2021-05-19 18:24:00.000000 2021-05-19 18:20:17.000000 5.0 46.0 22.0 2021-05-19 18:24:00.000000 1.2.3 21.0 1.0 5.0 ['mkdocs'] mkdocs-print-site-plugin 141.0 37.0 37.0 https://pypi.org/project/mkdocs-print-site-plugin 2021-05-19 18:24:00.000000 0.0 3506.0 3506.0 3.0
243 241 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 03:48:07.000000 2021-07-09 03:09:15.000000 2021-06-08 06:37:31.000000 305.0 62.0 2801.0 32.0 5.0 136.0 3.0
244 242 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 19:03:43.000000 2021-07-26 06:31:43.000000 2021-07-26 06:31:43.000000 161.0 161.0 1478.0 57.0 25.0 412.0 3.0
245 243 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 17:31:59.000000 2020-03-01 19:24:46.000000 2020-03-01 19:24:44.000000 12.0 13.0 359.0 2018-12-14 18:07:29.000000 0.3.1 12.0 12.0 7.0 tbvaccine 80.0 9.0 9.0 https://pypi.org/project/tbvaccine 2018-12-14 18:07:29.000000 644.0 644.0 3.0
246 244 pipenv-pipes https://github.com/gtalarico/pipenv-pipes A PipEnv Environment Switcher. virtual-envs 15 False gtalarico/pipenv-pipes https://github.com/gtalarico/pipenv-pipes MIT 2018-05-02 03:56:41.000000 2021-06-01 22:15:42.000000 2019-06-27 03:42:48.000000 11.0 10.0 127.0 2018-11-08 03:05:43.000000 0.7.1 25.0 5.0 7.0 pipenv-pipes 285.0 https://pypi.org/project/pipenv-pipes 2018-11-08 03:05:43.000000 349.0 349.0 3.0
247 245 com2ann https://github.com/ilevkivskyi/com2ann Tool for translation type comments to type annotations in Python. refactoring 15 True ilevkivskyi/com2ann https://github.com/ilevkivskyi/com2ann MIT 2016-09-09 07:17:02.000000 2021-08-15 06:15:24.000000 2021-03-07 09:20:25.000000 6.0 14.0 97.0 2019-06-17 19:19:47.000000 0.1.1 2.0 3.0 5.0 com2ann 28.0 3.0 3.0 https://pypi.org/project/com2ann 2019-06-17 19:19:47.000000 0.0 669.0 669.0 3.0
248 246 mkdocs-versioning https://github.com/zayd62/mkdocs-versioning A tool that allows for versioning sites built with mkdocs. documentation 15 False zayd62/mkdocs-versioning https://github.com/zayd62/mkdocs-versioning MIT 2019-07-20 18:09:56.000000 2021-08-01 15:51:53.000000 2021-08-01 15:51:53.000000 9.0 22.0 40.0 2021-02-11 10:24:35.000000 0.4.0 6.0 5.0 3.0 ['mkdocs'] mkdocs-versioning 133.0 https://pypi.org/project/mkdocs-versioning 2021-02-11 10:24:35.000000 4780.0 4780.0 3.0 -3.0
249 247 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 07:52:32.000000 2021-07-24 03:44:44.000000 2020-04-11 14:20:38.000000 58.0 51.0 384.0 47.0 39.0 747.0 3.0
250 248 linty_fresh https://github.com/lyft/linty_fresh Surface lint errors during code review. linters 14 True lyft/linty_fresh https://github.com/lyft/linty_fresh Apache-2.0 2015-12-19 02:37:26.000000 2020-11-30 22:20:25.000000 2020-11-30 22:18:53.000000 21.0 1.0 184.0 2018-12-12 19:47:05.000000 0.7.0 10.0 17.0 8.0 ['flake8', 'mypy'] linty-fresh 53.0 https://pypi.org/project/linty-fresh 2018-12-12 19:47:05.000000 64.0 64.0 3.0
251 249 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 20:11:35.000000 2020-09-16 16:25:54.000000 2019-08-15 01:37:08.000000 60.0 30.0 491.0 2019-05-14 20:14:05.000000 2.0.0 5.0 14.0 33.0 93.0 3.0
252 250 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 14:57:21.000000 2021-04-19 19:45:59.000000 2021-04-19 19:45:59.000000 4.0 1.0 12.0 2021-03-22 18:29:06.000000 0.6.13 38.0 4.0 universal-build 5.0 5.0 https://pypi.org/project/universal-build 2020-12-12 13:21:08.000000 0.0 356.0 357.0 3.0 16.0
253 251 livepython https://github.com/agermanidis/livepython Visually trace Python code in real-time. profiling 12 False agermanidis/livepython https://github.com/agermanidis/livepython MIT 2017-10-03 00:19:59.000000 2019-01-22 17:39:55.000000 2017-11-14 21:27:52.000000 164.0 15.0 2454.0 3.0 10.0 20.0 3.0
254 252 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 21:09:32.000000 2019-08-05 17:14:04.000000 2019-08-05 17:14:01.000000 2.0 11.0 142.0 2019-07-10 16:08:05.000000 1.0.0 9.0 2.0 3.0 cohesion 78.0 3.0 https://pypi.org/project/cohesion 2019-07-10 16:08:05.000000 3.0 1718.0 1718.0 3.0
255 253 pyship https://github.com/jamesabel/pyship pyship - ship Python desktop apps to end users. packaging 11 False jamesabel/pyship https://github.com/jamesabel/pyship MIT 2020-04-23 04:45:03.000000 2021-06-09 04:34:00.000000 2021-06-09 04:33:22.000000 13.0 2021-06-09 04:34:00.000000 0.1.5 17.0 4.0 pyship https://pypi.org/project/pyship 2021-06-09 04:34:00.000000 108.0 108.0 3.0

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@ -2,17 +2,19 @@
_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/pyinvoke/invoke">invoke</a></b> (🥇32 · 3.3K · 📈) - Pythonic task management & command execution. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code>
- <b><a href="https://github.com/pdbpp/pdbpp">pdbpp</a></b> (🥈27 · 760 · 📈) - pdb++, a drop-in replacement for pdb (the Python debugger). <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/ines/wasabi">wasabi</a></b> (🥉26 · 300 · 📈) - A lightweight console printing and formatting toolkit. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/plasma-umass/scalene">Scalene</a></b> (🥉25 · 4.2K · 📈) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/pypa/pipx">pipx</a></b> (🥉25 · 3.9K · 📈) - Install and Run Python Applications in Isolated Environments. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/giampaolo/psutil">psutil</a></b> (🥇37 · 7.6K · 📈) - Cross-platform lib for process and system monitoring in Python. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/mkdocs/mkdocs">mkdocs</a></b> (🥇36 · 13K · 📈) - Project documentation with Markdown. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code> <code><img src="https://squidfunk.github.io/mkdocs-material/assets/favicon.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/psf/black">black</a></b> (🥇34 · 22K · 📈) - The uncompromising Python code formatter. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/jazzband/pip-tools">pip-tools</a></b> (🥈33 · 5.1K · 📈) - A set of tools to keep your pinned Python dependencies fresh. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/madzak/python-json-logger">python-json-logger</a></b> (🥇32 · 1K · 📈) - Json Formatter for the standard python logger. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code>
## 📉 Trending Down
_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
- <b><a href="https://github.com/benfred/py-spy">py-spy</a></b> (🥈28 · 7.1K · 📉) - Sampling profiler for Python programs. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/alexmojaki/birdseye">Birdseye</a></b> (🥉19 · 1.4K · 📉) - Graphical Python debugger which lets you easily view the values of.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/timothycrosley/portray">portray</a></b> (🥉18 · 750 · 📉) - Your Project with Great Documentation. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/pyinstaller/pyinstaller">pyinstaller</a></b> (🥇28 · 8.3K · 📉) - 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/facebook/pyre-check">pyre-check</a></b> (🥈25 · 5.5K · 📉) - Performant type-checking for python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/joerick/pyinstrument">pyinstrument</a></b> (🥉25 · 3.1K · 📉) - Call stack profiler for Python. Shows you why your code is.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/dropbox/mypy-protobuf">mypy-protobuf</a></b> (🥉21 · 380 · 📉) - 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/zayd62/mkdocs-versioning">mkdocs-versioning</a></b> (🥉15 · 40 · 📉) - A tool that allows for versioning sites built with.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://squidfunk.github.io/mkdocs-material/assets/favicon.png" style="display:inline;" width="13" height="13"></code>