Update best-of list for version 2022.01.13

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LukasMasuch 2022-01-13 14:56:17 +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/pytest-dev/pytest">pytest</a></b> (🥇47 · 8.1K · 📈) - The pytest framework makes it easy to write small tests, yet.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/pypa/pip">pip</a></b> (🥇45 · 7.7K · 📈) - The Python package installer. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/pypa/setuptools">setuptools</a></b> (🥇45 · 1.5K · 📈) - Official project repository for the Setuptools build system. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/psf/black">black</a></b> (🥇43 · 24K · 📈) - The uncompromising Python code formatter. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/pyinstaller/pyinstaller">pyinstaller</a></b> (🥇37 · 8.7K · 📈) - Freeze (package) Python programs into stand-alone.. <code><a href="http://bit.ly/2KucAZR">GPL-2.0</a></code>
## 📉 Trending Down
_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
- <b><a href="https://github.com/serge-sans-paille/gast">gast</a></b> (🥉27 · 120 · 📉) - Python AST that abstracts the underlying Python version. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/TvoroG/pytest-lazy-fixture">pytest-lazy-fixture</a></b> (🥉20 · 230 · 📉) - It helps to use fixtures in pytest.mark.parametrize. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/peterjc/flake8-black">flake8-black</a></b> (🥉20 · 100 · 📉) - flake8 plugin to run black for checking Python coding style. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/ActivisionGameScience/assertpy">assertpy</a></b> (🥉19 · 250 · 💀) - Simple assertion library for unit testing in python with a fluent.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/clayrisser/sphinx-markdown-builder">sphinx-markdown-builder</a></b> (🥉19 · 120 · 📉) - sphinx builder that outputs markdown files. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://www.sphinx-doc.org/en/master/_static/favicon.svg" style="display:inline;" width="13" height="13"></code>

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,name,homepage,resource,description,category,projectrank,show,github_id,github_url,license,created_at,updated_at,last_commit_pushed_at,commit_count,recent_commit_count,fork_count,watchers_count,pr_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,contributor_count,open_issue_count,conda_id,labels,pypi_id,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,trending,github_release_downloads,dockerhub_id,dockerhub_url,dockerhub_latest_release_published_at,dockerhub_stars,dockerhub_pulls,updated_github_id,npm_id,npm_url,npm_latest_release_published_at,npm_dependent_project_count,npm_monthly_downloads,cargo_id,cargo_url,cargo_latest_release_published_at,cargo_monthly_downloads,cargo_total_downloads,conda_forge
0,Python.org Packaging,https://packaging.python.org/overview/,True,An Overview of Packaging for Python.,packaging,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
1,best-of-web-python - Testing,https://github.com/ml-tooling/best-of-web-python,True,Testing libraries & tools for python web frameworks.,testing,0,True,ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27.000000,2022-01-11 04:16:58.000000,2022-01-11 04:16:58.000000,100.0,18.0,91.0,49.0,65.0,2.0,1406.0,2022-01-06 18:53:44.000000,2022.01.06,29.0,7.0,4.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
2,unittest,https://docs.python.org/3/library/unittest.html,True,Unittest is a test framework included in the Python standard library.,testing,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
3,pytest,https://github.com/pytest-dev/pytest,,"The pytest framework makes it easy to write small tests, yet scales to support complex functional testing.",testing,47,True,pytest-dev/pytest,https://github.com/pytest-dev/pytest,MIT,2015-06-15 20:28:27.000000,2022-01-12 17:43:46.000000,2022-01-12 08:38:14.000000,14234.0,231.0,1930.0,193.0,4378.0,4080.0,8139.0,2021-12-07 08:35:24.000000,7.0.0rc1,149.0,763.0,726.0,conda-forge/pytest,['pytest'],pytest,504956.0,424716.0,https://pypi.org/project/pytest,2021-12-07 08:34:56.000000,80240.0,28612613.0,28778979.0,https://anaconda.org/conda-forge/pytest,2022-01-07 13:25:59.784000,10980178.0,1.0,11.0,,,,,,,,,,,,,,,,,,
4,pip,https://github.com/pypa/pip,,The Python package installer.,dependency-managers,45,True,pypa/pip,https://github.com/pypa/pip,MIT,2011-03-06 14:30:46.000000,2022-01-13 14:07:03.000000,2021-12-21 23:56:51.000000,12604.0,162.0,2436.0,291.0,4715.0,5159.0,7659.0,2021-10-22 15:57:09.000000,21.3.1,113.0,649.0,911.0,conda-forge/pip,,pip,79689.0,69214.0,https://pypi.org/project/pip,2021-10-22 15:57:09.000000,10475.0,74197682.0,74638356.0,https://anaconda.org/conda-forge/pip,2021-10-22 18:02:50.098000,29084495.0,1.0,10.0,,,,,,,,,,,,,,,,,,
5,setuptools,https://github.com/pypa/setuptools,,Official project repository for the Setuptools build system.,build-tools,45,True,pypa/setuptools,https://github.com/pypa/setuptools,MIT,2016-03-29 14:02:33.000000,2022-01-13 10:24:54.000000,2022-01-11 22:27:39.000000,11564.0,430.0,813.0,79.0,1018.0,1453.0,1515.0,2022-01-08 21:36:54.000000,60.5.0,471.0,477.0,480.0,conda-forge/setuptools,,setuptools,169526.0,133971.0,https://pypi.org/project/setuptools,2022-01-08 21:36:47.000000,35555.0,182799501.0,183275120.0,https://anaconda.org/conda-forge/setuptools,2022-01-09 04:16:26.090000,31390820.0,1.0,10.0,113.0,,,,,,,,,,,,,,,,,
6,sphinx,https://github.com/sphinx-doc/sphinx,,Main repository for the Sphinx documentation builder.,documentation,44,True,sphinx-doc/sphinx,https://github.com/sphinx-doc/sphinx,BSD-3-Clause,2015-01-02 10:53:28.000000,2022-01-13 13:58:18.000000,2022-01-13 09:45:34.000000,18630.0,369.0,1613.0,130.0,4302.0,4894.0,4362.0,2021-12-19 08:38:40.000000,4.3.2,161.0,705.0,958.0,conda-forge/sphinx,['sphinx'],sphinx,234104.0,175354.0,https://pypi.org/project/sphinx,2021-12-19 08:38:40.000000,58750.0,3837745.0,3907988.0,https://anaconda.org/conda-forge/sphinx,2021-12-19 10:43:41.256000,4565811.0,1.0,,,,,,,,,,,,,,,,,,,
7,black,https://github.com/psf/black,,The uncompromising Python code formatter.,formatters,43,True,psf/black,https://github.com/psf/black,MIT,2018-03-14 19:54:45.000000,2022-01-13 03:40:02.000000,2022-01-11 22:37:07.000000,1210.0,99.0,1537.0,203.0,962.0,1447.0,24280.0,2021-12-05 22:41:43.000000,21.12b0,37.0,294.0,350.0,conda-forge/black,,black,113857.0,107346.0,https://pypi.org/project/black,2021-12-05 22:42:08.000000,6511.0,8717557.0,8780104.0,https://anaconda.org/conda-forge/black,2021-12-13 14:19:25.118000,2726638.0,1.0,9.0,19675.0,,,,,,,,,,,,,,,,,
8,pipenv,https://github.com/pypa/pipenv,,Python Development Workflow for Humans.,virtual-envs,43,True,pypa/pipenv,https://github.com/pypa/pipenv,MIT,2017-01-20 00:44:02.000000,2022-01-13 12:03:09.000000,2022-01-13 08:54:09.000000,7256.0,140.0,1700.0,365.0,1353.0,3033.0,22573.0,2022-01-08 15:34:11.000000,2022.1.8,304.0,400.0,559.0,conda-forge/pipenv,,pipenv,25450.0,24213.0,https://pypi.org/project/pipenv,2022-01-08 15:34:11.000000,1237.0,3644399.0,3646105.0,https://anaconda.org/conda-forge/pipenv,2022-01-08 20:44:18.377000,46078.0,1.0,,,,,,,,,,,,,,,,,,,
9,mypy,https://github.com/python/mypy,,Optional static typing for Python.,linters,43,True,python/mypy,https://github.com/python/mypy,MIT,2012-12-07 13:30:23.000000,2022-01-13 12:11:53.000000,2022-01-13 07:02:29.000000,10010.0,207.0,2023.0,208.0,4812.0,5145.0,12129.0,,,87.0,528.0,2082.0,conda-forge/mypy,,mypy,60964.0,55548.0,https://pypi.org/project/mypy,2022-01-07 17:03:15.000000,5416.0,6908349.0,6939304.0,https://anaconda.org/conda-forge/mypy,2022-01-11 06:15:23.330000,1547773.0,1.0,,,,,,,,,,,,,,,,,,,
10,psutil,https://github.com/giampaolo/psutil,,Cross-platform lib for process and system monitoring in Python.,profiling,43,True,giampaolo/psutil,https://github.com/giampaolo/psutil,BSD-3-Clause,2014-05-23 14:01:48.000000,2022-01-08 10:57:20.000000,2022-01-08 10:57:09.000000,5748.0,30.0,1188.0,229.0,539.0,1321.0,8000.0,2021-12-29 21:26:19.000000,5.9.0,84.0,173.0,210.0,conda-forge/psutil,,psutil,144457.0,129058.0,https://pypi.org/project/psutil,2021-12-29 21:26:19.000000,15399.0,32144857.0,32283557.0,https://anaconda.org/conda-forge/psutil,2021-12-30 18:15:13.024000,9570354.0,1.0,,,,,,,,,,,,,,,,,,,
11,mkdocs,https://github.com/mkdocs/mkdocs,,Project documentation with Markdown.,documentation,41,True,mkdocs/mkdocs,https://github.com/mkdocs/mkdocs,BSD-2-Clause,2014-01-11 21:05:21.000000,2022-01-08 21:08:11.000000,2022-01-08 21:08:11.000000,1623.0,27.0,1836.0,228.0,990.0,1521.0,13460.0,2021-10-12 21:59:03.000000,1.2.3,49.0,209.0,111.0,conda-forge/mkdocs,['mkdocs'],mkdocs,21032.0,17505.0,https://pypi.org/project/mkdocs,2021-12-15 14:53:23.599000,3527.0,645911.0,648251.0,https://anaconda.org/conda-forge/mkdocs,2021-10-13 01:18:18.279000,161495.0,1.0,,,,,,,,,,,,,,,,,,,
12,robotframework,https://github.com/robotframework/robotframework,,Generic automation framework for acceptance testing and RPA.,testing,41,True,robotframework/robotframework,https://github.com/robotframework/robotframework,Apache-2.0,2014-06-27 11:10:38.000000,2022-01-12 21:00:07.000000,2022-01-12 21:00:01.000000,13226.0,173.0,1833.0,469.0,507.0,3493.0,6592.0,2021-12-15 19:00:16.000000,4.1.3,81.0,153.0,221.0,conda-forge/robotframework,,robotframework,5791.0,4777.0,https://pypi.org/project/robotframework,2021-12-15 18:57:24.000000,1014.0,749882.0,751345.0,https://anaconda.org/conda-forge/robotframework,2021-12-15 22:28:24.922000,70009.0,1.0,,514.0,,,,,,,,,,,,,,,,,
13,jedi,https://github.com/davidhalter/jedi,,"Awesome autocompletion, static analysis and refactoring library for python.",refactoring,41,True,davidhalter/jedi,https://github.com/davidhalter/jedi,MIT,2012-02-19 23:12:30.000000,2021-12-26 08:38:29.000000,2021-12-25 13:08:44.000000,8262.0,31.0,460.0,114.0,552.0,1247.0,5045.0,2021-11-17 00:47:47.000000,0.18.1,31.0,149.0,27.0,conda-forge/jedi,,jedi,180267.0,172008.0,https://pypi.org/project/jedi,2021-11-17 00:47:47.000000,8259.0,15838681.0,15955719.0,https://anaconda.org/conda-forge/jedi,2021-11-17 19:12:02.897000,7373451.0,1.0,,,,,,,,,,,,,,,,,,,
14,flake8,https://github.com/PyCQA/flake8,,Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelders McCabe script.,linters,41,True,PyCQA/flake8,https://github.com/PyCQA/flake8,MIT,2014-09-13 17:06:24.000000,2022-01-11 01:17:03.000000,2022-01-11 01:17:02.000000,2142.0,116.0,185.0,29.0,175.0,1311.0,1730.0,2021-10-11 12:42:47.000000,4.0.1,81.0,159.0,39.0,conda-forge/flake8,,flake8,258949.0,218431.0,https://pypi.org/project/flake8,2021-10-11 12:42:47.000000,40518.0,11288573.0,11341107.0,https://anaconda.org/conda-forge/flake8,2021-11-02 21:24:52.298000,3519823.0,1.0,,,,,,,,,,,,,,,,,,,
15,tqdm,https://github.com/tqdm/tqdm,,"A Fast, Extensible Progress Bar for Python and CLI.",logging,40,True,tqdm/tqdm,https://github.com/tqdm/tqdm,MPL-2.0,2015-06-03 13:13:14.000000,2022-01-11 22:21:32.000000,2021-09-20 16:15:31.000000,1889.0,,1054.0,199.0,453.0,541.0,20852.0,2021-09-20 15:24:06.000000,4.62.3,125.0,107.0,327.0,conda-forge/tqdm,,tqdm,259465.0,238849.0,https://pypi.org/project/tqdm,2021-12-15 16:50:56.695000,20616.0,26917274.0,27056083.0,https://anaconda.org/conda-forge/tqdm,2021-09-20 17:51:38.361000,9288891.0,1.0,,8132.0,tqdm/tqdm,https://hub.docker.com/r/tqdm/tqdm,2021-10-30 01:39:15.438974,2.0,3957.0,,,,,,,,,,,,
16,mkdocs-material,https://github.com/squidfunk/mkdocs-material,,Technical documentation that just works.,documentation,40,True,squidfunk/mkdocs-material,https://github.com/squidfunk/mkdocs-material,MIT,2016-01-28 22:09:23.000000,2022-01-12 21:20:50.000000,2022-01-12 21:19:48.000000,3955.0,286.0,1960.0,86.0,1716.0,1246.0,8469.0,2022-01-11 09:24:23.000000,8.1.6,236.0,141.0,7.0,conda-forge/mkdocs-material,['mkdocs'],mkdocs-material,11664.0,10576.0,https://pypi.org/project/mkdocs-material,2022-01-11 09:24:23.000000,1088.0,659207.0,661646.0,https://anaconda.org/conda-forge/mkdocs-material,2022-01-11 15:10:33.074000,78048.0,1.0,,,,,,,,,,,,,,,,,,,
17,isort,https://github.com/PyCQA/isort,,A Python utility / library to sort imports.,formatters,40,True,PyCQA/isort,https://github.com/PyCQA/isort,MIT,2013-09-02 22:22:53.000000,2022-01-07 06:54:34.000000,2022-01-07 06:54:33.000000,3876.0,57.0,432.0,39.0,835.0,1004.0,4437.0,2021-11-09 05:43:22.000000,5.10.1,132.0,254.0,37.0,conda-forge/isort,,isort,227358.0,213052.0,https://pypi.org/project/isort,2021-11-09 05:42:44.000000,14306.0,13828941.0,13869922.0,https://anaconda.org/conda-forge/isort,2021-11-09 08:52:00.919000,2704792.0,2.0,,,,,,,,,,,,,,,,,,,
18,virtualenv,https://github.com/pypa/virtualenv,,Virtual Python Environment builder.,virtual-envs,40,True,pypa/virtualenv,https://github.com/pypa/virtualenv,MIT,2011-03-06 14:33:27.000000,2022-01-05 08:32:48.000000,2022-01-03 18:47:29.000000,501.0,55.0,924.0,156.0,1074.0,1134.0,4035.0,2022-01-02 15:54:47.000000,20.13.0,179.0,223.0,63.0,conda-forge/virtualenv,,virtualenv,17648.0,,https://pypi.org/project/virtualenv,2022-01-02 15:54:47.000000,17648.0,20381717.0,20405988.0,https://anaconda.org/conda-forge/virtualenv,2021-11-02 07:32:46.596000,1407742.0,2.0,,,,,,,,,,,,,,,,,,,
19,pylint,https://github.com/PyCQA/pylint,,Its not just a linter that annoys you!.,linters,40,True,PyCQA/pylint,https://github.com/PyCQA/pylint,GPL-2.0,2015-12-09 05:40:02.000000,2022-01-13 14:05:08.000000,2022-01-13 11:26:08.000000,6292.0,333.0,802.0,75.0,1799.0,3138.0,3759.0,2021-12-03 17:31:36.000000,2.12.2,132.0,435.0,771.0,conda-forge/pylint,,pylint,20833.0,,https://pypi.org/project/pylint,2021-12-03 17:31:36.000000,20833.0,7810276.0,7848740.0,https://anaconda.org/conda-forge/pylint,2021-12-03 20:37:10.043000,2500216.0,1.0,,,,,,,,,,,,,,,,,,,
20,rich,https://github.com/Textualize/rich,,Rich is a Python library for rich text and beautiful formatting in the terminal.,logging,39,True,willmcgugan/rich,https://github.com/Textualize/rich,MIT,2019-11-10 15:28:09.000000,2022-01-13 14:55:58.000000,2022-01-09 10:34:27.000000,2614.0,277.0,1045.0,518.0,550.0,614.0,32236.0,2022-01-09 10:38:06.000000,11.0.0,151.0,144.0,21.0,conda-forge/rich,,rich,11591.0,10294.0,https://pypi.org/project/rich,2022-01-09 10:34:53.000000,1297.0,2668141.0,2699777.0,https://anaconda.org/conda-forge/rich,2022-01-09 13:49:50.650000,569458.0,1.0,,,,,,,,Textualize/rich,,,,,,,,,,,
21,poetry,https://github.com/python-poetry/poetry,,Python dependency management and packaging made easy.,dependency-managers,39,True,python-poetry/poetry,https://github.com/python-poetry/poetry,MIT,2018-02-28 15:23:47.000000,2022-01-11 10:26:01.000000,2022-01-11 09:23:09.000000,2001.0,116.0,1461.0,164.0,1419.0,2328.0,17834.0,2021-11-28 06:15:58.000000,1.1.12,142.0,320.0,1252.0,conda-forge/poetry,,poetry,113.0,,https://pypi.org/project/poetry,2021-11-28 06:15:58.000000,113.0,4013408.0,4243859.0,https://anaconda.org/conda-forge/poetry,2021-12-14 16:53:47.809000,352943.0,2.0,,10173561.0,,,,,,,,,,,,,,,,,
22,hypothesis,https://github.com/HypothesisWorks/hypothesis,,"Hypothesis is a powerful, flexible, and easy to use library for property-based testing.",testing,39,True,HypothesisWorks/hypothesis,https://github.com/HypothesisWorks/hypothesis,MPL-2.0,2013-03-10 13:51:19.000000,2022-01-12 12:40:09.000000,2022-01-08 14:59:57.000000,11310.0,286.0,479.0,65.0,2011.0,1147.0,5607.0,2022-01-08 15:00:19.000000,hypothesis-python-6.35.0,919.0,255.0,55.0,conda-forge/hypothesis,,hypothesis,12832.0,10974.0,https://pypi.org/project/hypothesis,2022-01-08 15:00:02.000000,1858.0,1819917.0,1897900.0,https://anaconda.org/conda-forge/hypothesis,2022-01-08 19:15:47.070000,5146907.0,1.0,,,,,,,,,,,,,,,,,,,
23,conda,https://github.com/conda/conda,,"OS-agnostic, system-level binary package manager and ecosystem.",dependency-managers,39,True,conda/conda,https://github.com/conda/conda,BSD-3-Clause,2012-10-15 22:08:03.000000,2022-01-13 13:24:56.000000,2022-01-11 13:02:32.000000,15797.0,46.0,1100.0,195.0,2918.0,6424.0,4464.0,2021-11-22 18:47:32.000000,4.11.0,100.0,375.0,1847.0,conda-forge/conda,,conda,1087.0,,https://pypi.org/project/conda,2017-04-22 23:38:35.000000,1087.0,70967.0,440865.0,https://anaconda.org/conda-forge/conda,2021-11-23 11:16:29.692000,24043378.0,2.0,,,,,,,,,,,,,,,,,,,
24,yapf,https://github.com/google/yapf,,A formatter for Python files.,formatters,38,True,google/yapf,https://github.com/google/yapf,Apache-2.0,2015-03-18 18:22:31.000000,2022-01-11 21:24:39.000000,2022-01-11 21:24:36.000000,1185.0,45.0,840.0,211.0,254.0,390.0,12250.0,2020-04-23 19:07:36.000000,0.30.0,68.0,135.0,342.0,conda-forge/yapf,,yapf,29643.0,27554.0,https://pypi.org/project/yapf,2021-12-26 07:48:00.000000,2089.0,1387998.0,1401644.0,https://anaconda.org/conda-forge/yapf,2022-01-06 16:55:17.692000,914310.0,2.0,,,,,,,,,,,,,,,,,,,
25,pyinstaller,https://github.com/pyinstaller/pyinstaller,,Freeze (package) Python programs into stand-alone executables.,packaging,37,True,pyinstaller/pyinstaller,https://github.com/pyinstaller/pyinstaller,GPL-2.0,2011-11-23 11:05:56.000000,2022-01-13 07:16:18.000000,2022-01-12 20:46:10.000000,8246.0,67.0,1755.0,231.0,1859.0,4080.0,8745.0,2022-01-12 20:14:21.000000,4.8,34.0,417.0,314.0,conda-forge/pyinstaller,,pyinstaller,129.0,,https://pypi.org/project/pyinstaller,2022-01-12 18:53:31.000000,129.0,581755.0,593321.0,https://anaconda.org/conda-forge/pyinstaller,2022-01-13 01:13:26.805000,286211.0,1.0,10.0,723025.0,,,,,,,,,,,,,,,,,
26,pycodestyle,https://github.com/PyCQA/pycodestyle,,Simple Python style checker in one Python file.,linters,37,True,PyCQA/pycodestyle,https://github.com/PyCQA/pycodestyle,Saxpath,2009-10-02 00:43:37.000000,2022-01-03 22:37:19.000000,2022-01-03 22:35:35.000000,1271.0,25.0,614.0,121.0,401.0,556.0,4473.0,2021-10-11 00:56:25.000000,2.8.0,13.0,131.0,113.0,conda-forge/pycodestyle,,pycodestyle,195180.0,183942.0,https://pypi.org/project/pycodestyle,2021-10-11 00:56:25.000000,11238.0,16195749.0,16250789.0,https://anaconda.org/conda-forge/pycodestyle,2021-10-11 20:03:59.620000,3687721.0,1.0,,,,,,,,,,,,,,,,,,,
27,tox,https://github.com/tox-dev/tox,,Command line driven CI frontend and development task automation tool.,testing,37,True,tox-dev/tox,https://github.com/tox-dev/tox,MIT,2016-09-17 16:54:22.000000,2022-01-13 11:26:21.000000,2022-01-13 07:40:56.000000,2060.0,8.0,392.0,38.0,971.0,1248.0,2557.0,2022-01-10 16:56:12.000000,4.0.0a10,126.0,254.0,136.0,conda-forge/tox,['pytest'],tox,73012.0,52627.0,https://pypi.org/project/tox,2022-01-04 10:00:51.000000,20385.0,3488601.0,3496261.0,https://anaconda.org/conda-forge/tox,2021-12-29 15:02:18.880000,398361.0,1.0,,,,,,,,,,,,,,,,,,,
28,sentry-sdk,https://github.com/getsentry/sentry-python,,The new Python SDK for Sentry.io.,logging,37,True,getsentry/sentry-python,https://github.com/getsentry/sentry-python,BSD-2-Clause,2018-06-18 22:51:10.000000,2022-01-13 13:45:31.000000,2022-01-12 13:08:59.000000,1333.0,32.0,260.0,42.0,711.0,523.0,1124.0,2022-01-10 13:55:39.000000,1.5.2,138.0,116.0,78.0,conda-forge/sentry-sdk,,sentry-sdk,17851.0,16911.0,https://pypi.org/project/sentry-sdk,2022-01-10 13:55:36.000000,940.0,10831775.0,10835081.0,https://anaconda.org/conda-forge/sentry-sdk,2022-01-10 16:35:34.270000,121237.0,1.0,,4531.0,,,,,,,,,,,,,,,,,
29,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,36,True,nicolargo/glances,https://github.com/nicolargo/glances,LGPL-3.0,2011-12-04 08:49:15.000000,2022-01-02 08:35:47.000000,2022-01-02 08:34:35.000000,4221.0,70.0,1265.0,494.0,520.0,1230.0,19789.0,2021-11-29 13:01:08.000000,3.2.4.2,78.0,152.0,210.0,conda-forge/glances,,glances,417.0,367.0,https://pypi.org/project/glances,2021-11-22 10:55:51.000000,50.0,135800.0,137950.0,https://anaconda.org/conda-forge/glances,2021-11-20 23:54:35.274000,149892.0,1.0,,706.0,,,,,,,,,,,,,,,,,
30,pre-commit,https://github.com/pre-commit/pre-commit,,A framework for managing and maintaining multi-language pre-commit hooks.,others,36,True,pre-commit/pre-commit,https://github.com/pre-commit/pre-commit,MIT,2014-03-13 00:39:38.000000,2022-01-10 21:17:43.000000,2022-01-10 21:17:42.000000,2142.0,56.0,519.0,80.0,857.0,1299.0,7203.0,2021-11-30 23:21:06.000000,2.16.0,164.0,129.0,23.0,conda-forge/pre-commit,,pre-commit,2728.0,,https://pypi.org/project/pre-commit,2021-11-30 23:17:09.000000,2728.0,3178710.0,3211192.0,https://anaconda.org/conda-forge/pre-commit,2021-12-01 17:32:37.464000,928085.0,1.0,,24965.0,,,,,,,,,,,,,,,,,
31,autopep8,https://github.com/hhatto/autopep8,,A tool that automatically formats Python code to conform to the PEP 8 style guide.,formatters,36,True,hhatto/autopep8,https://github.com/hhatto/autopep8,MIT,2010-12-29 20:08:51.000000,2022-01-11 14:21:36.000000,2021-10-30 04:18:06.000000,2730.0,7.0,253.0,67.0,191.0,340.0,3975.0,2021-10-24 07:01:21.000000,1.6.0,68.0,51.0,92.0,conda-forge/autopep8,,autopep8,107712.0,102105.0,https://pypi.org/project/autopep8,2021-10-24 06:47:35.000000,5607.0,2206368.0,2215190.0,https://anaconda.org/conda-forge/autopep8,2021-10-26 17:07:50.178000,591085.0,3.0,,,,,,,,,,,,,,,,,,,
32,rope,https://github.com/python-rope/rope,,a python refactoring library.,refactoring,36,True,python-rope/rope,https://github.com/python-rope/rope,LGPL-3.0,2013-11-30 15:30:20.000000,2021-12-20 03:34:57.000000,2021-12-20 03:34:42.000000,2285.0,91.0,149.0,25.0,204.0,162.0,1259.0,2021-11-22 15:09:58.000000,0.22.0,69.0,68.0,72.0,conda-forge/rope,,rope,35508.0,33924.0,https://pypi.org/project/rope,2021-12-15 13:42:34.748000,1584.0,489790.0,500568.0,https://anaconda.org/conda-forge/rope,2021-11-22 17:32:33.372000,614388.0,1.0,,,,,,,,,,,,,,,,,,,
33,pytest-cov,https://github.com/pytest-dev/pytest-cov,,Coverage plugin for pytest.,testing,36,True,pytest-dev/pytest-cov,https://github.com/pytest-dev/pytest-cov,MIT,2014-04-17 20:01:12.000000,2022-01-03 21:08:47.000000,2021-12-21 17:09:57.000000,868.0,7.0,165.0,34.0,209.0,204.0,1170.0,2021-10-04 01:48:57.000000,3.0.0,43.0,74.0,110.0,conda-forge/pytest-cov,['pytest'],pytest-cov,138323.0,110144.0,https://pypi.org/project/pytest-cov,2021-10-04 01:48:57.000000,28179.0,9205972.0,9268196.0,https://anaconda.org/conda-forge/pytest-cov,2021-10-04 14:17:04.977000,4355695.0,1.0,,,,,,,,,,,,,,,,,,,
34,packaging,https://github.com/pypa/packaging,,Core utilities for Python packages.,packaging,36,True,pypa/packaging,https://github.com/pypa/packaging,BSD-2-Clause,2014-05-15 22:49:43.000000,2021-12-22 22:46:04.000000,2021-11-18 00:38:55.000000,529.0,16.0,175.0,28.0,277.0,165.0,364.0,2021-11-18 00:41:06.000000,21.3,39.0,72.0,66.0,conda-forge/packaging,,packaging,314807.0,297962.0,https://pypi.org/project/packaging,2021-11-18 00:39:10.000000,16845.0,83921470.0,84097008.0,https://anaconda.org/conda-forge/packaging,2021-11-18 12:50:05.153000,11760581.0,1.0,,214.0,,,,,,,,,,,,,,,,,
35,buildbot,https://github.com/buildbot/buildbot,,Python-based continuous integration testing framework; your pull requests are more than welcome!.,build-tools,35,True,buildbot/buildbot,https://github.com/buildbot/buildbot,GPL-2.0,2010-07-06 17:56:53.000000,2022-01-13 00:48:48.000000,2022-01-10 18:18:55.000000,22412.0,120.0,1560.0,201.0,4912.0,753.0,4753.0,2021-10-16 08:31:36.000000,3.4.0,116.0,805.0,634.0,conda-forge/buildbot,,buildbot,718.0,261.0,https://pypi.org/project/buildbot,2021-10-16 08:31:36.000000,457.0,57580.0,59632.0,https://anaconda.org/conda-forge/buildbot,2021-10-16 13:45:45.804000,48183.0,1.0,,18810.0,,,,,,,,,,,,,,,,,
36,wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,,The strictest and most opinionated python linter ever!.,linters,35,True,wemake-services/wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,MIT,2018-03-09 21:04:25.000000,2022-01-12 09:07:20.000000,2022-01-12 09:07:14.000000,1990.0,92.0,314.0,24.0,1339.0,910.0,1733.0,2021-12-13 20:48:04.000000,0.16.0,53.0,163.0,81.0,,,wemake-python-styleguide,939.0,915.0,https://pypi.org/project/wemake-python-styleguide,2021-12-13 20:48:04.000000,24.0,69648.0,69648.0,,,,1.0,,,,,,,,,,,,,,,,,,,
37,twine,https://github.com/pypa/twine,,Utilities for interacting with PyPI.,build-tools,35,True,pypa/twine,https://github.com/pypa/twine,Apache-2.0,2013-08-13 15:39:39.000000,2022-01-05 09:03:32.000000,2021-12-31 13:40:18.000000,1017.0,30.0,254.0,30.0,459.0,354.0,1206.0,2021-12-07 11:51:46.000000,3.7.1,47.0,104.0,37.0,conda-forge/twine,,twine,64210.0,52255.0,https://pypi.org/project/twine,2021-12-07 11:46:01.000000,11955.0,2186445.0,2192373.0,https://anaconda.org/conda-forge/twine,2021-12-07 15:46:27.788000,385331.0,1.0,,,,,,,,,,,,,,,,,,,
38,pyflakes,https://github.com/PyCQA/pyflakes,,A simple program which checks Python source files for errors.,linters,35,True,PyCQA/pyflakes,https://github.com/PyCQA/pyflakes,MIT,2014-04-07 06:19:46.000000,2021-12-27 13:49:28.000000,2021-12-24 21:39:26.000000,518.0,2.0,158.0,27.0,248.0,362.0,1098.0,2021-10-06 20:39:49.000000,2.4.0,33.0,79.0,84.0,conda-forge/pyflakes,,pyflakes,126778.0,113192.0,https://pypi.org/project/pyflakes,2021-10-06 20:39:49.000000,13586.0,11556101.0,11608746.0,https://anaconda.org/conda-forge/pyflakes,2021-10-07 19:30:05.408000,3527226.0,1.0,,,,,,,,,,,,,,,,,,,
39,pytest-xdist,https://github.com/pytest-dev/pytest-xdist,,pytest plugin for distributed testing and loop-on-failures testing modes.,testing,35,True,pytest-dev/pytest-xdist,https://github.com/pytest-dev/pytest-xdist,MIT,2015-09-01 18:51:45.000000,2022-01-11 10:22:29.000000,2022-01-11 10:22:27.000000,962.0,48.0,158.0,45.0,287.0,254.0,826.0,2021-12-10 11:41:55.000000,2.5.0,58.0,77.0,206.0,conda-forge/pytest-xdist,['pytest'],pytest-xdist,4498.0,,https://pypi.org/project/pytest-xdist,2021-12-10 11:41:55.000000,4498.0,4161260.0,4195223.0,https://anaconda.org/conda-forge/pytest-xdist,2021-12-10 14:46:36.827000,2241611.0,2.0,,,,,,,,,,,,,,,,,,,
40,wheel,https://github.com/pypa/wheel,,The official binary distribution format for Python.,build-tools,35,True,pypa/wheel,https://github.com/pypa/wheel,MIT,2016-07-16 23:19:28.580000,2022-01-11 18:10:02.000000,2022-01-11 10:42:59.000000,781.0,41.0,103.0,23.0,111.0,301.0,290.0,2021-12-22 12:22:00.000000,0.37.1,66.0,64.0,29.0,conda-forge/wheel,,wheel,34659.0,,https://pypi.org/project/wheel,2021-12-22 12:22:00.000000,34659.0,96781443.0,97154608.0,https://anaconda.org/conda-forge/wheel,2021-12-22 18:22:48.622000,24628897.0,1.0,,,,,,,,,,,,,,,,,,,
41,numpydoc,https://github.com/numpy/numpydoc,,Numpys Sphinx extensions.,documentation,34,True,numpy/numpydoc,https://github.com/numpy/numpydoc,BSD-3-Clause,2013-07-24 16:23:39.000000,2022-01-10 21:46:29.000000,2022-01-10 21:46:29.000000,460.0,14.0,6348.0,35.0,199.0,102.0,19284.0,2020-07-01 21:59:00.000000,1.1.0,13.0,70.0,58.0,conda-forge/numpydoc,['sphinx'],numpydoc,33898.0,29628.0,https://pypi.org/project/numpydoc,2020-07-01 21:59:00.000000,4270.0,213343.0,228414.0,https://anaconda.org/conda-forge/numpydoc,2020-10-01 19:37:54.384000,904269.0,2.0,,,,,,,,,,,,,,,,,,,
42,pyright,https://github.com/microsoft/pyright,,Static type checker for Python.,linters,34,True,Microsoft/pyright,https://github.com/microsoft/pyright,MIT,2019-03-12 03:38:46.000000,2022-01-12 22:15:22.000000,2022-01-12 22:10:42.000000,4391.0,404.0,408.0,78.0,340.0,2309.0,7544.0,2022-01-12 22:15:22.000000,1.1.208,289.0,69.0,3.0,,,,185.0,182.0,,,,,205211.0,,,,2.0,,,,,,,,,pyright,https://www.npmjs.com/package/pyright,2022-01-12 22:11:28.133000,3.0,205211.0,,,,,,
43,pip-tools,https://github.com/jazzband/pip-tools,,A set of tools to keep your pinned Python dependencies fresh.,dependency-managers,34,True,jazzband/pip-tools,https://github.com/jazzband/pip-tools,BSD-3-Clause,2012-09-10 08:50:26.000000,2022-01-10 17:31:18.000000,2021-11-12 05:03:34.000000,1670.0,8.0,478.0,97.0,735.0,665.0,5441.0,2021-10-12 16:00:05.000000,6.4.0,97.0,163.0,135.0,conda-forge/pip-tools,,pip-tools,1790.0,,https://pypi.org/project/pip-tools,2021-10-12 16:00:05.000000,1790.0,3248738.0,3249792.0,https://anaconda.org/conda-forge/pip-tools,2021-10-12 21:23:33.029000,22147.0,2.0,,,,,,,,,,,,,,,,,,,
44,sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,,Sphinx theme for readthedocs.org.,documentation,34,True,readthedocs/sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,MIT,2013-10-17 17:10:49.000000,2022-01-10 12:04:38.000000,2021-10-19 23:03:00.000000,1347.0,1.0,1611.0,153.0,584.0,542.0,3931.0,2018-10-05 13:20:49.000000,0.4.2,23.0,108.0,195.0,conda-forge/sphinx_rtd_theme,['sphinx'],sphinx_rtd_theme,11910.0,16.0,https://pypi.org/project/sphinx_rtd_theme,2018-10-05 13:20:49.000000,11894.0,1718751.0,1750183.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2021-09-17 07:30:33.268000,2043131.0,2.0,,,,,,,,,,,,,,,,,,,
45,bandit,https://github.com/PyCQA/bandit,,Bandit is a tool designed to find common security issues in Python code.,security,34,True,PyCQA/bandit,https://github.com/PyCQA/bandit,Apache-2.0,2018-04-26 09:08:12.000000,2022-01-11 01:46:42.000000,2021-11-13 01:35:32.000000,1181.0,4.0,391.0,65.0,234.0,373.0,3797.0,2021-11-12 12:25:41.000000,1.7.1,32.0,137.0,187.0,conda-forge/bandit,,bandit,11684.0,10226.0,https://pypi.org/project/bandit,2021-11-12 12:25:41.000000,1458.0,1648101.0,1651322.0,https://anaconda.org/conda-forge/bandit,2021-11-13 09:57:40.313000,102989.0,1.0,,139.0,,,,,,,,,,,,,,,,,
46,structlog,https://github.com/hynek/structlog,,Structured Logging for Python.,logging,34,True,hynek/structlog,https://github.com/hynek/structlog,Apache-2.0,2013-08-13 15:55:58.000000,2022-01-12 08:47:19.000000,2022-01-12 08:47:19.000000,1000.0,123.0,151.0,30.0,185.0,181.0,1890.0,2021-12-16 12:54:47.000000,21.5.0,27.0,84.0,26.0,conda-forge/structlog,,structlog,896.0,,https://pypi.org/project/structlog,2021-12-16 12:48:09.000000,896.0,2724823.0,2727218.0,https://anaconda.org/conda-forge/structlog,2022-01-06 16:55:04.638000,158111.0,2.0,,,,,,,,,,,,,,,,,,,
47,loguru,https://github.com/Delgan/loguru,,Python logging made (stupidly) simple.,logging,33,True,Delgan/loguru,https://github.com/Delgan/loguru,MIT,2017-08-15 17:22:32.000000,2022-01-02 09:56:20.000000,2021-09-09 07:14:10.000000,562.0,,470.0,114.0,57.0,416.0,10779.0,2020-09-20 07:56:32.000000,0.5.3,17.0,30.0,94.0,conda-forge/loguru,,loguru,14444.0,13313.0,https://pypi.org/project/loguru,2020-09-20 07:54:28.000000,1131.0,1864556.0,1874383.0,https://anaconda.org/conda-forge/loguru,2021-11-02 13:32:36.476000,343972.0,2.0,,,,,,,,,,,,,,,,,,,
48,pyautogui,https://github.com/asweigart/pyautogui,,A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.,testing,33,True,asweigart/pyautogui,https://github.com/asweigart/pyautogui,BSD-3-Clause,2014-07-17 23:30:38.000000,2022-01-11 00:07:55.000000,2021-09-14 17:41:07.000000,402.0,,801.0,178.0,128.0,197.0,6086.0,2021-07-07 17:05:04.000000,0.9.53,50.0,51.0,342.0,conda-forge/pyautogui,,pyautogui,12766.0,12222.0,https://pypi.org/project/pyautogui,2021-07-07 17:05:04.000000,544.0,468399.0,471222.0,https://anaconda.org/conda-forge/pyautogui,2021-11-11 10:15:02.687000,141166.0,2.0,,,,,,,,,,,,,,,,,,,
49,pyre-check,https://github.com/facebook/pyre-check,,Performant type-checking for python.,linters,33,True,facebook/pyre-check,https://github.com/facebook/pyre-check,MIT,2017-11-10 17:31:36.000000,2022-01-13 00:30:33.000000,2022-01-13 00:30:31.000000,10799.0,665.0,379.0,100.0,251.0,208.0,5736.0,2022-01-11 04:31:32.000000,0.9.10,68.0,188.0,95.0,,,pyre-check,32.0,,https://pypi.org/project/pyre-check,2022-01-11 04:25:03.000000,32.0,22800.0,22800.0,,,,2.0,,,,,,,,,,,,,,,,,,,
50,pytype,https://github.com/google/pytype,,A static type analyzer for Python code.,linters,33,True,google/pytype,https://github.com/google/pytype,Apache-2.0,2015-03-18 20:52:08.000000,2022-01-08 00:25:04.000000,2022-01-08 00:25:02.000000,4995.0,251.0,227.0,56.0,630.0,377.0,3579.0,2022-01-07 21:52:23.000000,2022.1.7,123.0,71.0,97.0,conda-forge/pytype,,pytype,87.0,,https://pypi.org/project/pytype,2022-01-07 21:52:23.000000,87.0,125865.0,129140.0,https://anaconda.org/conda-forge/pytype,2022-01-08 00:24:45.376000,65514.0,2.0,,,,,,,,,,,,,,,,,,,
51,pudb,https://github.com/inducer/pudb,,Full-screen console debugger for Python.,debugging,33,True,inducer/pudb,https://github.com/inducer/pudb,MIT,2011-05-13 23:44:30.000000,2022-01-11 21:31:34.620000,2022-01-07 17:50:00.000000,1148.0,27.0,191.0,45.0,220.0,150.0,2295.0,2021-11-01 21:53:28.000000,2021.2.2,73.0,81.0,140.0,conda-forge/pudb,,pudb,3528.0,2795.0,https://pypi.org/project/pudb,2022-01-07 17:48:07.000000,733.0,147584.0,149299.0,https://anaconda.org/conda-forge/pudb,2022-01-11 21:31:34.620000,113219.0,1.0,,,,,,,,,,,,,,,,,,,
52,nose,https://github.com/nose-devs/nose,,nose is nicer testing for python.,testing,33,False,nose-devs/nose,https://github.com/nose-devs/nose,LGPL-2.1+,2011-12-13 19:36:32.000000,2021-10-25 05:23:45.000000,2016-03-04 01:16:26.000000,1004.0,,366.0,47.0,261.0,462.0,1345.0,2015-06-02 09:12:36.000000,1.3.7,14.0,95.0,447.0,conda-forge/nose,,nose,163682.0,119166.0,https://pypi.org/project/nose,2015-06-02 09:12:36.000000,44516.0,3490037.0,3519630.0,https://anaconda.org/conda-forge/nose,2020-10-11 16:52:20.277000,2012338.0,2.0,,,,,,,,,,,,,,,,,,,
53,pytest-mock,https://github.com/pytest-dev/pytest-mock,,Thin-wrapper around the mock package for easier use with pytest.,testing,33,True,pytest-dev/pytest-mock,https://github.com/pytest-dev/pytest-mock,MIT,2014-07-17 00:40:32.000000,2022-01-10 22:02:21.000000,2022-01-10 22:02:18.000000,448.0,14.0,100.0,35.0,161.0,94.0,1254.0,2021-05-18 11:53:27.000000,3.6.1,52.0,54.0,13.0,conda-forge/pytest-mock,['pytest'],pytest-mock,26391.0,22241.0,https://pypi.org/project/pytest-mock,2021-05-06 19:21:18.000000,4150.0,4417829.0,4438143.0,https://anaconda.org/conda-forge/pytest-mock,2021-05-07 01:15:17.653000,1340733.0,2.0,,,,,,,,,,,,,,,,,,,
54,progressbar2,https://github.com/WoLpH/python-progressbar,,Progressbar 2 - A progress bar for Python 2 and Python 3 - pip install progressbar2.,logging,33,True,WoLpH/python-progressbar,https://github.com/WoLpH/python-progressbar,BSD-3-Clause,2012-02-20 06:19:21.000000,2022-01-05 13:41:47.000000,2022-01-05 13:41:29.000000,905.0,12.0,100.0,21.0,63.0,188.0,744.0,2022-01-05 13:43:27.000000,4.0.0,99.0,40.0,10.0,conda-forge/progressbar2,,progressbar2,15830.0,14351.0,https://pypi.org/project/progressbar2,2022-01-05 13:41:41.000000,1479.0,3916630.0,3922745.0,https://anaconda.org/conda-forge/progressbar2,2020-09-09 14:31:33.844000,383373.0,2.0,,1634.0,,,,,,,,,,,,,,,,,
55,pyenv,https://github.com/pyenv/pyenv,,Simple Python version management.,virtual-envs,32,True,pyenv/pyenv,https://github.com/pyenv/pyenv,MIT,2012-08-31 06:57:52.000000,2022-01-08 10:56:56.000000,2022-01-08 10:56:56.000000,2790.0,57.0,2263.0,377.0,768.0,1349.0,25790.0,2021-12-22 06:48:56.000000,2.2.3,53.0,355.0,32.0,,,pyenv,1.0,,https://pypi.org/project/pyenv,2019-01-12 14:49:22.000000,1.0,6126.0,6126.0,,,,2.0,,,,,,,,,,,,,,,,,,,
56,Nuitka,https://github.com/Nuitka/Nuitka,,"Nuitka is a Python compiler written in Python. Its fully compatible with Python 2.6, 2.7, 3.3, 3.4, 3.5, 3.6, 3.7,..",packaging,32,True,Nuitka/Nuitka,https://github.com/Nuitka/Nuitka,Apache-2.0,2013-04-23 15:40:33.000000,2022-01-12 12:37:57.000000,2022-01-11 10:36:10.000000,8753.0,619.0,358.0,119.0,214.0,978.0,6291.0,2022-01-09 12:48:34.000000,0.6.19,174.0,109.0,175.0,conda-forge/nuitka,,nuitka,35.0,,https://pypi.org/project/nuitka,2022-01-11 09:28:00.000000,35.0,21564.0,26308.0,https://anaconda.org/conda-forge/nuitka,2022-01-11 14:21:45.488000,327376.0,2.0,,,,,,,,,,,,,,,,,,,
57,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 23:59:23.000000,2021-12-15 13:50:39.978000,2021-10-16 04:43:50.000000,3523.0,2.0,298.0,99.0,207.0,364.0,3489.0,2021-07-09 21:42:28.000000,1.6.0,54.0,56.0,338.0,conda-forge/invoke,,invoke,12532.0,9960.0,https://pypi.org/project/invoke,2021-12-15 13:50:39.978000,2572.0,2141165.0,2148326.0,https://anaconda.org/conda-forge/invoke,2021-07-10 12:55:00.642000,494114.0,2.0,,,,,,,,,,,,,,,,,,,
58,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,32,True,lk-geimfari/mimesis,https://github.com/lk-geimfari/mimesis,MIT,2016-09-09 21:41:22.000000,2022-01-13 13:53:04.000000,2022-01-13 13:52:54.000000,2127.0,85.0,280.0,68.0,837.0,297.0,3452.0,2021-12-11 10:48:13.000000,5.2.1,33.0,110.0,2.0,,,mimesis,57.0,,https://pypi.org/project/mimesis,2021-12-11 10:48:13.000000,57.0,88171.0,88173.0,,,,2.0,,188.0,,,,,,,,,,,,,,,,,
59,freezegun,https://github.com/spulec/freezegun,,Let your Python tests travel through time.,testing,32,True,spulec/freezegun,https://github.com/spulec/freezegun,Apache-2.0,2012-12-11 05:11:00.000000,2021-11-22 22:50:40.000000,2021-08-25 15:42:15.000000,541.0,,215.0,32.0,195.0,168.0,3135.0,2021-01-20 07:45:20.000000,1.1.0,56.0,97.0,90.0,conda-forge/freezegun,,freezegun,4426.0,,https://pypi.org/project/freezegun,2021-01-20 07:45:20.000000,4426.0,2884005.0,2888346.0,https://anaconda.org/conda-forge/freezegun,2021-01-20 09:23:22.014000,303905.0,2.0,,,,,,,,,,,,,,,,,,,
60,logbook,https://github.com/getlogbook/logbook,,A cool logging replacement for Python.,logging,32,False,getlogbook/logbook,https://github.com/getlogbook/logbook,BSD-3-Clause,2010-07-22 10:13:12.000000,2021-12-31 17:49:47.000000,2019-10-16 17:48:40.000000,1195.0,,157.0,37.0,148.0,125.0,1411.0,2019-10-16 18:14:55.000000,1.5.3,41.0,76.0,56.0,conda-forge/logbook,,logbook,4051.0,2868.0,https://pypi.org/project/logbook,2019-10-16 18:14:55.000000,1183.0,728279.0,729925.0,https://anaconda.org/conda-forge/logbook,2021-11-19 00:37:39.705000,55889.0,2.0,,279.0,,,,,,,,,,,,,,,,,
61,scons,https://github.com/SCons/scons,,SCons - a software construction tool.,build-tools,32,True,SCons/scons,https://github.com/SCons/scons,MIT,2017-03-23 22:12:34.579000,2022-01-12 18:37:28.000000,2022-01-08 17:18:51.000000,7677.0,162.0,254.0,58.0,783.0,2662.0,1311.0,2021-08-05 19:31:22.000000,4.2.0,14.0,139.0,655.0,conda-forge/scons,,scons,37.0,,https://pypi.org/project/scons,2019-12-17 02:49:51.000000,37.0,177501.0,181879.0,https://anaconda.org/conda-forge/scons,2021-11-17 22:33:26.201000,253335.0,2.0,,389.0,,,,,,,,,,,,,,,,,
62,doit,https://github.com/pydoit/doit,,task management & automation tool.,build-tools,32,True,pydoit/doit,https://github.com/pydoit/doit,MIT,2014-02-14 22:21:23.000000,2022-01-12 05:50:09.000000,2022-01-11 17:28:29.000000,1410.0,42.0,145.0,49.0,152.0,201.0,1274.0,2022-01-12 04:51:07.000000,0.34.1,45.0,62.0,64.0,conda-forge/doit,,doit,1127.0,847.0,https://pypi.org/project/doit,2022-01-12 04:51:07.000000,280.0,137501.0,138967.0,https://anaconda.org/conda-forge/doit,2021-12-12 01:24:04.853000,71844.0,2.0,,,,,,,,,,,,,,,,,,,
63,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 23:18:45.000000,196.0,,167.0,22.0,56.0,46.0,1158.0,2021-07-27 23:09:33.000000,2.0.2,22.0,46.0,24.0,conda-forge/python-json-logger,,python-json-logger,20273.0,19584.0,https://pypi.org/project/python-json-logger,2021-07-27 23:09:33.000000,689.0,4012820.0,4031110.0,https://anaconda.org/conda-forge/python-json-logger,2020-10-12 23:31:31.855000,1042560.0,2.0,,,,,,,,,,,,,,,,,,,
64,setuptools_scm,https://github.com/pypa/setuptools_scm,,the blessed package to manage your versions by scm tags.,build-tools,32,True,pypa/setuptools_scm,https://github.com/pypa/setuptools_scm,MIT,2015-07-01 17:57:56.000000,2022-01-13 08:17:56.000000,2022-01-13 08:17:56.000000,1233.0,34.0,148.0,21.0,293.0,293.0,534.0,2021-09-11 19:20:03.000000,6.3.2,47.0,98.0,81.0,conda-forge/setuptools_scm,,setuptools_scm,380.0,,https://pypi.org/project/setuptools_scm,2018-08-09 06:35:57.000000,380.0,11016337.0,11028487.0,https://anaconda.org/conda-forge/setuptools_scm,2021-09-11 22:03:30.037000,850534.0,2.0,,,,,,,,,,,,,,,,,,,
65,pylint-django,https://github.com/PyCQA/pylint-django,,Pylint plugin for improving code analysis for when using Django.,linters,32,True,PyCQA/pylint-django,https://github.com/PyCQA/pylint-django,GPL-2.0,2013-10-01 06:35:15.000000,2022-01-10 10:53:19.629000,2022-01-08 21:32:39.000000,591.0,44.0,105.0,17.0,161.0,156.0,490.0,2022-01-02 12:01:55.000000,2.5.0,50.0,62.0,31.0,conda-forge/pylint-django,['pylint'],pylint-django,17256.0,16092.0,https://pypi.org/project/pylint-django,2022-01-02 12:00:47.000000,1164.0,538648.0,540019.0,https://anaconda.org/conda-forge/pylint-django,2022-01-10 10:53:19.629000,88687.0,2.0,,204.0,,,,,,,,,,,,,,,,,
66,playwright-python,https://github.com/microsoft/playwright-python,,Python version of the Playwright testing and automation library.,testing,31,True,microsoft/playwright-python,https://github.com/microsoft/playwright-python,Apache-2.0,2020-07-01 15:28:13.000000,2022-01-13 09:47:53.000000,2022-01-13 09:47:52.000000,461.0,32.0,503.0,103.0,503.0,517.0,5681.0,2021-12-02 23:05:00.000000,1.17.2,67.0,22.0,27.0,,,playwright,712.0,677.0,https://pypi.org/project/playwright,2021-12-02 23:05:00.000000,35.0,180255.0,180255.0,,,,2.0,,,,,,,,,,,,,,,,,,,
67,pyinstrument,https://github.com/joerick/pyinstrument,,Call stack profiler for Python. Shows you why your code is slow!.,profiling,31,True,joerick/pyinstrument,https://github.com/joerick/pyinstrument,BSD-3-Clause,2014-03-13 17:53:13.000000,2022-01-05 17:15:38.000000,2021-12-17 14:51:42.000000,666.0,72.0,165.0,51.0,80.0,80.0,4060.0,2021-11-14 19:24:48.000000,4.1.1,36.0,38.0,15.0,conda-forge/pyinstrument,,pyinstrument,576.0,479.0,https://pypi.org/project/pyinstrument,2021-11-14 19:24:48.000000,97.0,209771.0,211226.0,https://anaconda.org/conda-forge/pyinstrument,2021-11-15 12:40:54.294000,93145.0,2.0,,,,,,,,,,,,,,,,,,,
68,flit,https://github.com/pypa/flit,,Simplified packaging of Python modules.,build-tools,31,True,takluyver/flit,https://github.com/pypa/flit,BSD-3-Clause,2015-03-13 21:22:27.000000,2022-01-10 10:08:24.000000,2022-01-10 10:08:21.000000,1033.0,74.0,87.0,31.0,219.0,202.0,1611.0,2021-12-27 17:13:25.000000,3.6.0,44.0,50.0,85.0,conda-forge/flit,,flit,203.0,,https://pypi.org/project/flit,2021-12-27 17:13:25.000000,203.0,255172.0,256868.0,https://anaconda.org/conda-forge/flit,2021-12-28 13:17:38.802000,100119.0,3.0,,,,,,,,pypa/flit,,,,,,,,,,,
69,pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,,Pytest support for asyncio.,testing,31,True,pytest-dev/pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,Apache-2.0,2015-04-11 00:18:05.000000,2022-01-13 12:36:12.000000,2022-01-13 12:36:11.000000,221.0,44.0,95.0,38.0,90.0,129.0,854.0,2022-01-13 11:09:03.000000,0.17.0,25.0,34.0,42.0,conda-forge/pytest-asyncio,['pytest'],pytest-asyncio,1804.0,,https://pypi.org/project/pytest-asyncio,2022-01-13 11:09:00.000000,1804.0,1869412.0,1882829.0,https://anaconda.org/conda-forge/pytest-asyncio,2021-10-18 14:13:21.673000,751395.0,2.0,,,,,,,,,,,,,,,,,,,
70,pydocstyle,https://github.com/PyCQA/pydocstyle,,docstring style checker.,linters,31,True,PyCQA/pydocstyle,https://github.com/PyCQA/pydocstyle,MIT,2012-01-31 17:18:23.000000,2022-01-10 07:19:57.000000,2021-12-30 21:16:07.000000,719.0,5.0,152.0,20.0,289.0,199.0,837.0,2021-05-17 20:37:45.000000,6.1.1,17.0,77.0,81.0,conda-forge/pydocstyle,,pydocstyle,24533.0,22138.0,https://pypi.org/project/pydocstyle,2021-05-17 20:37:45.000000,2395.0,1611911.0,1619484.0,https://anaconda.org/conda-forge/pydocstyle,2021-05-18 22:35:13.379000,499844.0,2.0,,56.0,,,,,,,,,,,,,,,,,
71,alabaster,https://github.com/bitprophet/alabaster,,"Lightweight, configurable Sphinx theme. Now the Sphinx default!.",documentation,31,True,bitprophet/alabaster,https://github.com/bitprophet/alabaster,BSD-3-Clause,2013-12-07 00:03:15.000000,2021-12-15 14:50:58.488000,2021-09-24 20:53:41.000000,351.0,,176.0,20.0,77.0,54.0,637.0,2018-10-03 01:39:17.000000,0.7.12,25.0,28.0,84.0,conda-forge/alabaster,['sphinx'],alabaster,64568.0,56910.0,https://pypi.org/project/alabaster,2018-10-03 01:39:17.000000,7658.0,3474034.0,3525397.0,https://anaconda.org/conda-forge/alabaster,2018-10-03 15:29:30.017000,3389990.0,2.0,,,,,,,,,,,,,,,,,,,
72,breathe,https://github.com/michaeljones/breathe,,ReStructuredText and Sphinx bridge to Doxygen.,documentation,31,True,michaeljones/breathe,https://github.com/michaeljones/breathe,BSD-3-Clause,2009-02-03 18:52:25.000000,2021-12-29 13:22:24.000000,2021-12-28 13:09:32.000000,1573.0,30.0,147.0,17.0,304.0,357.0,568.0,2021-09-14 23:59:31.000000,4.31.0,60.0,99.0,121.0,conda-forge/breathe,,breathe,6715.0,5687.0,https://pypi.org/project/breathe,2021-09-14 23:57:53.000000,1028.0,171321.0,175347.0,https://anaconda.org/conda-forge/breathe,2021-09-15 02:02:02.185000,252462.0,2.0,,179.0,,,,,,,,,,,,,,,,,
73,buildout,https://github.com/buildout/buildout,,Buildout is a deployment automation tool written in and extended with Python.,build-tools,31,False,buildout/buildout,https://github.com/buildout/buildout,ZPL-2.1,2012-03-25 21:47:18.000000,2021-12-16 22:17:03.000000,2021-12-16 22:16:57.000000,1650.0,21.0,172.0,54.0,260.0,217.0,527.0,2021-11-25 21:08:56.000000,2.13.6,117.0,90.0,133.0,,,zc.buildout,1067.0,,https://pypi.org/project/zc.buildout,2021-12-16 22:16:31.000000,1067.0,124457.0,124457.0,,,,3.0,,,,,,,,,,,,,,,,,,,
74,parso,https://github.com/davidhalter/parso,,A Python Parser.,linters,31,True,davidhalter/parso,https://github.com/davidhalter/parso,MIT,2017-05-08 20:14:30.000000,2021-12-01 05:04:36.494000,2021-11-30 21:03:35.000000,1096.0,2.0,79.0,20.0,99.0,96.0,470.0,2021-11-30 21:05:47.000000,0.8.3,26.0,43.0,7.0,conda-forge/parso,,parso,175979.0,170076.0,https://pypi.org/project/parso,2021-11-30 21:05:47.000000,5903.0,15821884.0,15944997.0,https://anaconda.org/conda-forge/parso,2021-12-01 05:04:36.494000,6032572.0,2.0,,,,,,,,,,,,,,,,,,,
75,coveralls-python,https://github.com/TheKevJames/coveralls-python,,Show coverage stats online via coveralls.io.,testing,31,True,TheKevJames/coveralls-python,https://github.com/TheKevJames/coveralls-python,MIT,2013-02-06 20:48:39.000000,2021-12-31 03:34:56.000000,2021-11-11 20:58:33.000000,444.0,10.0,185.0,6.0,191.0,143.0,465.0,2021-11-11 21:00:03.000000,3.3.1,42.0,63.0,5.0,,['pytest'],coveralls,29222.0,20070.0,https://pypi.org/project/coveralls,2021-11-11 21:00:03.000000,9152.0,416739.0,416739.0,,,,2.0,,,,,,,,,,,,,,,,,,,
76,sqlmap,https://github.com/sqlmapproject/sqlmap,,Automatic SQL injection and database takeover tool.,security,30,True,sqlmapproject/sqlmap,https://github.com/sqlmapproject/sqlmap,GPL-3.0,2012-06-26 09:52:15.000000,2022-01-11 10:24:18.000000,2022-01-03 10:41:51.000000,9890.0,31.0,4568.0,1046.0,303.0,4491.0,22137.0,2022-01-03 10:35:57.000000,1.6,75.0,110.0,51.0,,,sqlmap,6.0,,https://pypi.org/project/sqlmap,2022-01-03 10:39:29.000000,6.0,6137.0,6137.0,,,,2.0,,,,,,,,,,,,,,,,,,,
77,PySnooper,https://github.com/cool-RR/PySnooper,,Never use print for debugging again.,debugging,30,True,cool-RR/PySnooper,https://github.com/cool-RR/PySnooper,MIT,2019-04-18 13:55:43.000000,2021-09-14 17:19:37.000000,2021-09-11 09:46:36.000000,300.0,,915.0,238.0,109.0,95.0,14847.0,2021-09-11 09:50:56.000000,1.0.0,55.0,26.0,18.0,conda-forge/pysnooper,,pysnooper,583.0,537.0,https://pypi.org/project/pysnooper,2021-09-11 09:50:56.000000,46.0,154988.0,156342.0,https://anaconda.org/conda-forge/pysnooper,2021-05-19 12:14:49.747000,43339.0,1.0,,,,,,,,,,,,,,,,,,,
78,py-spy,https://github.com/benfred/py-spy,,Sampling profiler for Python programs.,profiling,30,True,benfred/py-spy,https://github.com/benfred/py-spy,MIT,2018-08-01 02:22:15.000000,2022-01-06 17:56:00.000000,2022-01-06 17:55:59.000000,434.0,10.0,283.0,101.0,238.0,167.0,7800.0,2021-11-13 01:56:30.544000,0.3.11,34.0,29.0,71.0,,,py-spy,35.0,,https://pypi.org/project/py-spy,2021-11-13 01:54:19.000000,35.0,475324.0,501946.6666666667,,,,2.0,,7349.0,,,,,,,,,,,,py-spy,https://crates.io/crates/py-spy,2021-11-13 01:56:30.544000,26378.666666666668,395448.0,
79,Scalene,https://github.com/plasma-umass/scalene,,"Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python.",profiling,30,True,plasma-umass/scalene,https://github.com/plasma-umass/scalene,Apache-2.0,2019-12-17 20:56:28.000000,2022-01-12 20:53:07.000000,2022-01-12 20:53:07.000000,2180.0,193.0,171.0,64.0,146.0,129.0,5077.0,2022-01-12 17:14:24.000000,1.4.0,116.0,24.0,37.0,,,scalene,80.0,77.0,https://pypi.org/project/scalene,2022-01-12 17:14:24.000000,3.0,4292.0,4292.0,,,,2.0,,,,,,,,,,,,,,,,,,,
80,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,30,True,bndr/pipreqs,https://github.com/bndr/pipreqs,Apache-2.0,2015-04-22 16:38:14.000000,2022-01-13 10:27:44.000000,2021-10-23 09:17:21.000000,311.0,2.0,269.0,60.0,118.0,91.0,3960.0,2021-10-23 09:23:42.000000,0.4.11,40.0,51.0,101.0,conda-forge/pipreqs,,pipreqs,8734.0,8409.0,https://pypi.org/project/pipreqs,2021-10-23 09:15:35.000000,325.0,263380.0,263740.0,https://anaconda.org/conda-forge/pipreqs,2019-11-14 14:53:43.131000,23076.0,3.0,,,,,,,,,,,,,,,,,,,
81,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 08:26:59.000000,2022-01-12 16:47:56.000000,2021-10-19 08:01:13.000000,892.0,1.0,331.0,40.0,406.0,354.0,2729.0,2018-05-05 15:05:40.000000,2.11.1,36.0,117.0,157.0,conda-forge/factory_boy,,factory_boy,2143.0,,https://pypi.org/project/factory_boy,2018-05-05 15:05:40.000000,2143.0,1524141.0,1525530.0,https://anaconda.org/conda-forge/factory_boy,2021-10-26 21:47:41.376000,88928.0,2.0,,,,,,,,,,,,,,,,,,,
82,pex,https://github.com/pantsbuild/pex,,A library and tool for generating .pex (Python EXecutable) files.,packaging,30,True,pantsbuild/pex,https://github.com/pantsbuild/pex,Apache-2.0,2014-07-21 17:06:12.000000,2022-01-11 01:38:09.000000,2022-01-11 00:42:04.000000,1026.0,37.0,213.0,54.0,788.0,635.0,2016.0,2022-01-11 01:38:22.000000,2.1.62,151.0,101.0,144.0,,,pex,132.0,,https://pypi.org/project/pex,2022-01-11 01:38:09.000000,132.0,155155.0,166644.0,,,,2.0,,563002.0,,,,,,,,,,,,,,,,,
83,ipdb,https://github.com/gotcha/ipdb,,Integration of IPython pdb.,debugging,30,True,gotcha/ipdb,https://github.com/gotcha/ipdb,BSD-3-Clause,2011-01-15 17:51:47.000000,2021-12-30 19:43:11.000000,2021-12-30 16:31:44.000000,354.0,2.0,133.0,24.0,73.0,113.0,1505.0,2021-06-02 11:43:46.000000,0.13.9,41.0,49.0,57.0,conda-forge/ipdb,,ipdb,38501.0,29776.0,https://pypi.org/project/ipdb,2021-06-02 11:43:46.000000,8725.0,1697962.0,1701373.0,https://anaconda.org/conda-forge/ipdb,2021-06-24 04:21:01.798000,225187.0,1.0,,,,,,,,,,,,,,,,,,,
84,pyelftools,https://github.com/eliben/pyelftools,,Parsing ELF and DWARF in Python.,debugging,30,True,eliben/pyelftools,https://github.com/eliben/pyelftools,Unlicense,2013-06-08 22:55:54.000000,2022-01-13 07:55:29.000000,2022-01-11 12:05:21.000000,585.0,11.0,409.0,70.0,216.0,118.0,1367.0,,,8.0,81.0,57.0,conda-forge/pyelftools,,pyelftools,3395.0,2878.0,https://pypi.org/project/pyelftools,2020-10-27 13:45:19.000000,517.0,646875.0,648019.0,https://anaconda.org/conda-forge/pyelftools,2020-10-27 16:16:13.901000,80129.0,1.0,,,,,,,,,,,,,,,,,,,
85,pybuilder,https://github.com/pybuilder/pybuilder,,Software build automation tool for Python.,build-tools,30,True,pybuilder/pybuilder,https://github.com/pybuilder/pybuilder,Apache-2.0,2012-07-23 11:38:06.000000,2022-01-12 04:38:54.000000,2022-01-12 04:23:14.000000,1384.0,16.0,239.0,94.0,352.0,412.0,1350.0,2022-01-12 04:38:54.000000,0.13.4,651.0,36.0,92.0,,,pybuilder,60.0,,https://pypi.org/project/pybuilder,2022-01-12 04:38:54.000000,60.0,15730.0,15730.0,,,,3.0,,,,,,,,,,,,,,,,,,,
86,pyarmor,https://github.com/dashingsoft/pyarmor,,"A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.",security,30,False,dashingsoft/pyarmor,https://github.com/dashingsoft/pyarmor,SGI-B-2.0,2017-08-26 04:11:53.000000,2022-01-08 01:14:33.000000,2022-01-08 01:03:32.000000,3354.0,102.0,157.0,39.0,22.0,636.0,1306.0,2022-01-02 05:08:20.000000,7.3.0,240.0,17.0,11.0,,,pyarmor,357.0,346.0,https://pypi.org/project/pyarmor,2022-01-02 05:08:20.000000,11.0,58536.0,58536.0,,,,2.0,,,,,,,,,,,,,,,,,,,
87,pdoc,https://github.com/mitmproxy/pdoc,,API Documentation for Python Projects.,documentation,30,True,mitmproxy/pdoc,https://github.com/mitmproxy/pdoc,Unlicense,2013-08-04 21:12:50.000000,2022-01-11 10:04:38.000000,2022-01-11 10:04:33.000000,644.0,41.0,121.0,24.0,125.0,198.0,1123.0,2022-01-05 17:50:58.000000,8.2.0,74.0,33.0,9.0,,,pdoc,668.0,488.0,https://pypi.org/project/pdoc,2022-01-05 17:50:58.000000,180.0,93090.0,93090.0,,,,2.0,,,,,,,,,,,,,,,,,,,
88,tabulate,https://github.com/astanin/python-tabulate,,"Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from..",logging,30,True,astanin/python-tabulate,https://github.com/astanin/python-tabulate,MIT,2016-05-01 20:47:06.376000,2022-01-07 14:38:28.000000,2022-01-07 13:26:45.000000,504.0,1.0,84.0,15.0,53.0,59.0,1084.0,2021-02-22 07:34:12.000000,0.8.9,25.0,68.0,50.0,conda-forge/tabulate,,tabulate,66317.0,59994.0,https://pypi.org/project/tabulate,2021-02-22 07:34:12.000000,6323.0,32632439.0,32658310.0,https://anaconda.org/conda-forge/tabulate,2021-02-22 13:39:52.132000,1759241.0,2.0,,,,,,,,,,,,,,,,,,,
89,flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,,A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that dont belong in..,linters,30,True,PyCQA/flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,MIT,2016-03-15 20:54:43.000000,2022-01-12 18:37:51.792000,2022-01-12 04:20:50.000000,193.0,17.0,55.0,7.0,106.0,70.0,664.0,2022-01-12 04:23:34.000000,22.1.11,39.0,47.0,42.0,conda-forge/flake8-bugbear,['flake8'],flake8-bugbear,7172.0,6295.0,https://pypi.org/project/flake8-bugbear,2022-01-12 04:23:34.000000,877.0,917555.0,936215.0,https://anaconda.org/conda-forge/flake8-bugbear,2022-01-12 18:37:51.792000,541163.0,2.0,,,,,,,,,,,,,,,,,,,
90,PyHamcrest,https://github.com/hamcrest/PyHamcrest,,Hamcrest matchers for Python.,testing,30,True,hamcrest/PyHamcrest,https://github.com/hamcrest/PyHamcrest,BSD-3-Clause,2010-12-24 02:55:56.000000,2021-12-27 22:28:00.000000,2021-12-27 22:27:58.000000,572.0,13.0,91.0,21.0,127.0,50.0,595.0,2021-12-12 20:12:38.000000,2.0.3,23.0,37.0,19.0,conda-forge/pyhamcrest,,pyhamcrest,1812.0,,https://pypi.org/project/pyhamcrest,2021-12-12 20:12:38.000000,1812.0,806183.0,811838.0,https://anaconda.org/conda-forge/pyhamcrest,2021-12-13 10:31:09.148000,384594.0,2.0,,,,,,,,,,,,,,,,,,,
91,pytest-html,https://github.com/pytest-dev/pytest-html,,Plugin for generating HTML reports for pytest results.,testing,30,True,pytest-dev/pytest-html,https://github.com/pytest-dev/pytest-html,MPL-2.0,2015-04-14 19:22:42.000000,2021-12-02 12:20:18.000000,2021-01-23 03:26:17.000000,376.0,,181.0,20.0,214.0,180.0,460.0,2020-12-13 15:24:58.000000,3.1.1,44.0,43.0,96.0,conda-forge/pytest-html,['pytest'],pytest-html,15423.0,14763.0,https://pypi.org/project/pytest-html,2020-12-13 15:24:58.000000,660.0,1446080.0,1449643.0,https://anaconda.org/conda-forge/pytest-html,2020-12-13 19:43:13.698000,199561.0,2.0,,,,,,,,,,,,,,,,,,,
92,typed_ast,https://github.com/python/typed_ast,,Modified fork of CPythons ast module that parses `# type:` comments.,ast,30,True,python/typed_ast,https://github.com/python/typed_ast,Apache-2.0,2016-02-16 22:40:09.000000,2022-01-01 12:42:42.000000,2022-01-01 12:42:41.000000,190.0,9.0,51.0,18.0,96.0,83.0,195.0,2021-12-03 22:29:41.000000,1.5.1,31.0,24.0,6.0,,,typed_ast,5471.0,,https://pypi.org/project/typed_ast,2021-12-03 22:29:41.000000,5471.0,10483253.0,10483253.0,,,,1.0,,,,,,,,,,,,,,,,,,,
93,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,29,True,coala/coala,https://github.com/coala/coala,AGPL-3.0,2014-05-15 11:35:34.000000,2021-11-05 18:08:14.000000,2021-06-11 17:11:55.000000,4487.0,,1356.0,105.0,3151.0,2371.0,3291.0,2017-05-30 10:07:57.000000,0.11.1,730.0,482.0,835.0,,,coala-bears,115.0,10.0,https://pypi.org/project/coala-bears,2017-11-10 21:04:50.000000,105.0,3668.0,3669.0,,,,2.0,,147.0,,,,,,,,,,,,,,,,,
94,detect-secrets,https://github.com/Yelp/detect-secrets,,An enterprise friendly way of detecting and preventing secrets in code.,security,29,True,Yelp/detect-secrets,https://github.com/Yelp/detect-secrets,Apache-2.0,2017-12-05 00:38:38.000000,2022-01-11 19:56:40.000000,2022-01-11 19:55:44.000000,1108.0,11.0,244.0,47.0,270.0,155.0,2117.0,2021-04-14 21:25:44.000000,1.1.0,34.0,54.0,83.0,,,detect-secrets,23.0,,https://pypi.org/project/detect-secrets,2021-04-14 21:25:44.000000,23.0,216435.0,216435.0,,,,3.0,,,,,,,,,,,,,,,,,,,
95,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,29,True,python-diamond/Diamond,https://github.com/python-diamond/Diamond,MIT,2013-10-11 23:32:13.000000,2022-01-02 22:07:12.000000,2021-12-31 03:04:13.000000,3253.0,16.0,593.0,92.0,524.0,132.0,1647.0,2016-11-25 22:13:29.000000,4.0.515,36.0,357.0,232.0,,,diamond,104.0,72.0,https://pypi.org/project/diamond,2016-11-25 22:13:29.000000,32.0,46826.0,46826.0,,,,2.0,,,,,,,,,,,,,,,,,,,
96,prospector,https://github.com/PyCQA/prospector,,"Inspects Python source files and provides information about type and location of classes, methods etc.",code-metrics,29,True,PyCQA/prospector,https://github.com/PyCQA/prospector,GPL-2.0,2013-08-05 07:26:30.000000,2022-01-11 08:42:55.445000,2022-01-03 12:09:44.000000,1128.0,19.0,145.0,35.0,186.0,236.0,1564.0,2021-12-08 10:44:47.000000,1.5.3.1,104.0,78.0,56.0,conda-forge/prospector,,prospector,664.0,,https://pypi.org/project/prospector,2021-12-08 10:45:17.000000,664.0,386462.0,386884.0,https://anaconda.org/conda-forge/prospector,2022-01-11 08:42:55.445000,27440.0,1.0,,,,,,,,,,,,,,,,,,,
97,pyupgrade,https://github.com/asottile/pyupgrade,,A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language.,refactoring,29,True,asottile/pyupgrade,https://github.com/asottile/pyupgrade,MIT,2017-02-28 17:50:31.000000,2022-01-10 22:35:07.000000,2022-01-10 22:35:06.000000,826.0,43.0,91.0,32.0,338.0,245.0,1349.0,2022-01-01 00:43:49.000000,2.31.0,124.0,22.0,10.0,conda-forge/pyupgrade,,pyupgrade,34.0,,https://pypi.org/project/pyupgrade,2022-01-01 00:43:49.000000,34.0,150000.0,158400.0,https://anaconda.org/conda-forge/pyupgrade,2022-01-01 03:14:54.401000,302428.0,2.0,,,,,,,,,,,,,,,,,,,
98,radon,https://github.com/rubik/radon,,Various code metrics for Python code.,code-metrics,29,True,rubik/radon,https://github.com/rubik/radon,MIT,2012-09-20 18:58:58.000000,2021-12-15 14:08:03.854000,2021-08-08 13:24:47.000000,521.0,,97.0,33.0,73.0,136.0,1279.0,2021-08-08 13:25:20.000000,5.1.0,54.0,49.0,21.0,conda-forge/radon,,radon,2803.0,2203.0,https://pypi.org/project/radon,2021-12-15 14:08:03.854000,600.0,227681.0,228407.0,https://anaconda.org/conda-forge/radon,2021-09-07 09:02:03.415000,37035.0,1.0,,,,,,,,,,,,,,,,,,,
99,safety,https://github.com/pyupio/safety,,Safety checks your installed dependencies for known security vulnerabilities.,security,29,True,pyupio/safety,https://github.com/pyupio/safety,MIT,2016-10-19 13:22:56.000000,2022-01-11 22:54:29.000000,2021-04-28 19:57:23.000000,372.0,,104.0,29.0,238.0,76.0,1184.0,2021-01-15 19:34:46.000000,1.10.3,38.0,35.0,44.0,conda-forge/safety,,safety,3633.0,3311.0,https://pypi.org/project/safety,2021-01-15 19:34:46.000000,322.0,630949.0,637100.0,https://anaconda.org/conda-forge/safety,2021-01-15 20:54:00.958000,26120.0,3.0,,117387.0,,,,,,,,,,,,,,,,,
100,cx_Freeze,https://github.com/marcelotduarte/cx_Freeze,,"Create standalone executables from Python scripts, with the same performance and is cross-platform.",packaging,29,True,marcelotduarte/cx_Freeze,https://github.com/marcelotduarte/cx_Freeze,PSF-2.0,2017-01-22 04:25:52.000000,2022-01-13 06:27:24.000000,2022-01-12 02:19:37.000000,1220.0,49.0,172.0,26.0,576.0,655.0,852.0,2021-12-08 02:45:09.000000,6.9,36.0,93.0,64.0,conda-forge/cx_freeze,,cx_freeze,153.0,,https://pypi.org/project/cx_freeze,2017-12-16 18:09:35.000000,153.0,47516.0,50482.0,https://anaconda.org/conda-forge/cx_freeze,2022-01-11 22:02:22.481000,106789.0,2.0,,,,,,,,,,,,,,,,,,,
101,pylama,https://github.com/klen/pylama,,Code audit tool for python.,linters,29,True,klen/pylama,https://github.com/klen/pylama,MIT,2012-08-17 10:10:10.000000,2022-01-10 09:57:08.000000,2022-01-10 09:55:09.000000,674.0,100.0,88.0,17.0,84.0,89.0,846.0,2022-01-10 09:57:08.000000,8.3.7,113.0,46.0,36.0,,,pylama,3800.0,3208.0,https://pypi.org/project/pylama,2022-01-10 09:57:08.000000,592.0,88094.0,88094.0,,,,2.0,,,,,,,,,,,,,,,,,,,
102,colorlog,https://github.com/borntyping/python-colorlog,,A colored formatter for the python logging module.,logging,29,True,borntyping/python-colorlog,https://github.com/borntyping/python-colorlog,MIT,2012-09-05 17:57:21.000000,2021-11-09 08:26:36.253000,2021-11-08 16:54:56.000000,224.0,2.0,76.0,10.0,43.0,71.0,726.0,2021-11-08 16:58:17.000000,6.6.0,63.0,30.0,,conda-forge/colorlog,,colorlog,15409.0,13042.0,https://pypi.org/project/colorlog,2021-11-08 16:56:43.000000,2367.0,4794834.0,4801524.0,https://anaconda.org/conda-forge/colorlog,2021-11-09 08:26:36.253000,461676.0,3.0,,,,,,,,,,,,,,,,,,,
103,nose2,https://github.com/nose-devs/nose2,,"The successor to nose, based on unittest2.",testing,29,True,nose-devs/nose2,https://github.com/nose-devs/nose2,BSD-3-Clause,2011-12-14 15:33:15.000000,2022-01-04 10:08:05.000000,2022-01-03 21:14:45.000000,1008.0,4.0,134.0,24.0,252.0,201.0,699.0,2021-01-27 21:57:28.000000,0.10.0,26.0,71.0,55.0,conda-forge/nose2,,nose2,5477.0,4404.0,https://pypi.org/project/nose2,2021-01-27 21:57:28.000000,1073.0,374845.0,375801.0,https://anaconda.org/conda-forge/nose2,2020-02-02 06:02:02.004000,42066.0,3.0,,,,,,,,,,,,,,,,,,,
104,mccabe,https://github.com/PyCQA/mccabe,,McCabe complexity checker for Python.,code-metrics,29,True,PyCQA/mccabe,https://github.com/PyCQA/mccabe,Saxpath,2013-02-20 22:19:04.000000,2021-12-15 14:19:16.815000,2021-04-02 23:49:37.000000,142.0,,42.0,16.0,51.0,34.0,446.0,2017-01-26 22:13:14.000000,0.6.1,12.0,21.0,6.0,conda-forge/mccabe,,mccabe,253962.0,238131.0,https://pypi.org/project/mccabe,2017-01-26 22:13:14.000000,15831.0,15152361.0,15208992.0,https://anaconda.org/conda-forge/mccabe,2018-07-08 18:43:04.536000,3794277.0,1.0,,,,,,,,,,,,,,,,,,,
105,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,28,True,cs01/gdbgui,https://github.com/cs01/gdbgui,GPL-3.0,2016-10-27 03:19:25.000000,2022-01-11 18:52:32.000000,2022-01-11 18:52:32.000000,428.0,1.0,481.0,166.0,131.0,164.0,8374.0,2021-09-06 05:59:07.000000,0.15.0.1,93.0,39.0,119.0,,,gdbgui,132.0,130.0,https://pypi.org/project/gdbgui,2021-09-06 05:54:12.000000,2.0,97588.0,97953.0,,,,2.0,,6582.0,,,,,,,,,,,,,,,,,
106,pipx,https://github.com/pypa/pipx,,Install and Run Python Applications in Isolated Environments.,dependency-managers,28,True,pypa/pipx,https://github.com/pypa/pipx,MIT,2018-10-06 18:47:46.000000,2022-01-13 13:03:38.000000,2022-01-04 08:50:46.000000,493.0,20.0,214.0,59.0,343.0,348.0,4497.0,2022-01-04 09:17:35.000000,1.0.0,49.0,71.0,103.0,,,pipx,6.0,,https://pypi.org/project/pipx,2022-01-04 09:17:35.000000,6.0,70415.0,70415.0,,,,3.0,,,,,,,,,,,,,,,,,,,
107,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 17:37:38.151000,2022-01-06 07:41:25.000000,2022-01-06 07:41:24.000000,181.0,6.0,250.0,13.0,66.0,22.0,3527.0,2021-12-30 14:39:07.000000,3.4.0,8.0,27.0,29.0,conda-forge/line_profiler,,line_profiler,353.0,,https://pypi.org/project/line_profiler,2017-12-20 02:30:37.000000,353.0,108509.0,111796.0,https://anaconda.org/conda-forge/line_profiler,2021-11-13 04:18:41.049000,223523.0,2.0,,,,,,,,,,,,,,,,,,,
108,memory-profiler,https://github.com/pythonprofilers/memory_profiler,,Monitor Memory usage of Python code.,profiling,28,True,pythonprofilers/memory_profiler,https://github.com/pythonprofilers/memory_profiler,BSD-3-Clause,2011-10-14 11:56:14.000000,2021-12-18 13:38:58.000000,2021-12-18 13:35:40.000000,648.0,7.0,329.0,71.0,137.0,105.0,3264.0,2018-08-16 03:16:49.000000,0.54.0,52.0,91.0,111.0,,,memory_profiler,268.0,,https://pypi.org/project/memory_profiler,2018-08-16 03:16:49.000000,268.0,417461.0,417461.0,,,,2.0,,,,,,,,,,,,,,,,,,,
109,pytest-bdd,https://github.com/pytest-dev/pytest-bdd,,BDD library for the py.test runner.,testing,28,True,pytest-dev/pytest-bdd,https://github.com/pytest-dev/pytest-bdd,MIT,2013-03-29 07:27:43.000000,2022-01-12 20:39:32.000000,2022-01-04 09:05:15.000000,691.0,11.0,164.0,53.0,239.0,137.0,935.0,2021-10-25 16:25:47.000000,5.0.0,91.0,45.0,152.0,conda-forge/pytest-bdd,['pytest'],pytest-bdd,169.0,,https://pypi.org/project/pytest-bdd,2021-10-25 16:25:47.000000,169.0,196388.0,197703.0,https://anaconda.org/conda-forge/pytest-bdd,2020-02-03 16:53:59.114000,42095.0,3.0,,,,,,,,,,,,,,,,,,,
110,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,28,True,pympler/pympler,https://github.com/pympler/pympler,Apache-2.0,2012-10-04 23:35:16.000000,2021-12-29 11:53:11.000000,2021-12-29 11:52:34.000000,474.0,31.0,75.0,8.0,49.0,50.0,854.0,2021-12-22 16:55:15.000000,1.0.1,17.0,29.0,40.0,conda-forge/pympler,,pympler,294.0,,https://pypi.org/project/pympler,2021-12-22 16:55:15.000000,294.0,991907.0,994936.0,https://anaconda.org/conda-forge/pympler,2020-10-14 22:08:39.935000,175732.0,2.0,,,,,,,,,,,,,,,,,,,
111,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,28,False,Teemu/pytest-sugar,https://github.com/Teemu/pytest-sugar,BSD-3-Clause,2013-06-25 21:09:27.000000,2021-12-31 11:59:53.000000,2020-10-24 18:04:51.000000,344.0,,56.0,18.0,130.0,69.0,817.0,2020-07-06 18:40:33.000000,0.9.4,26.0,36.0,35.0,conda-forge/pytest-sugar,['pytest'],pytest-sugar,11463.0,8884.0,https://pypi.org/project/pytest-sugar,2020-07-06 18:40:33.000000,2579.0,476913.0,479202.0,https://anaconda.org/conda-forge/pytest-sugar,2020-09-18 13:41:24.029000,121350.0,3.0,,,,,,,,,,,,,,,,,,,
112,typeguard,https://github.com/agronholm/typeguard,,Run-time type checker for Python.,debugging,28,True,agronholm/typeguard,https://github.com/agronholm/typeguard,MIT,2015-12-27 23:15:37.000000,2022-01-03 15:04:31.000000,2021-12-10 21:05:38.000000,266.0,9.0,69.0,18.0,47.0,150.0,779.0,2021-12-10 21:09:37.000000,2.13.3,45.0,19.0,29.0,conda-forge/typeguard,,typeguard,299.0,,https://pypi.org/project/typeguard,2021-12-10 21:09:37.000000,299.0,8498314.0,8500225.0,https://anaconda.org/conda-forge/typeguard,2021-10-11 07:35:51.312000,68831.0,2.0,,,,,,,,,,,,,,,,,,,
113,nox,https://github.com/theacodes/nox,,Flexible test automation for Python.,testing,28,True,theacodes/nox,https://github.com/theacodes/nox,Apache-2.0,2016-02-24 04:02:58.000000,2022-01-12 19:15:48.000000,2022-01-12 15:38:25.000000,438.0,38.0,106.0,15.0,303.0,229.0,689.0,2022-01-07 23:34:01.000000,2022.1.7,22.0,65.0,30.0,conda-forge/nox,['pytest'],nox,144.0,,https://pypi.org/project/nox,2022-01-07 23:34:01.000000,144.0,633296.0,634437.0,https://anaconda.org/conda-forge/nox,2021-12-03 16:19:15.112000,44502.0,3.0,,,,,,,,,,,,,,,,,,,
114,prettytable,https://github.com/jazzband/prettytable,,Display tabular data in a visually appealing ASCII table format.,logging,28,False,jazzband/prettytable,https://github.com/jazzband/prettytable,BSD-1-Clause,2016-01-15 02:39:17.000000,2022-01-11 19:16:37.000000,2022-01-06 21:10:50.000000,377.0,25.0,87.0,13.0,89.0,51.0,647.0,2022-01-06 21:31:09.000000,3.0.0,20.0,40.0,23.0,conda-forge/prettytable,,prettytable,520.0,,https://pypi.org/project/prettytable,2022-01-06 21:31:09.000000,520.0,3325407.0,3330532.0,https://anaconda.org/conda-forge/prettytable,2022-01-07 09:57:31.703000,343392.0,3.0,,,,,,,,,,,,,,,,,,,
115,astor,https://github.com/berkerpeksag/astor,,Python AST read/write.,ast,28,True,berkerpeksag/astor,https://github.com/berkerpeksag/astor,BSD-3-Clause,2012-09-19 23:02:51.000000,2021-12-15 03:45:47.000000,2021-10-27 00:10:12.000000,262.0,1.0,84.0,24.0,104.0,75.0,633.0,2019-12-10 01:50:33.000000,0.8.1,14.0,31.0,34.0,conda-forge/astor,,astor,2109.0,,https://pypi.org/project/astor,2019-12-10 01:50:33.000000,2109.0,5018190.0,5043400.0,https://anaconda.org/conda-forge/astor,2020-07-01 13:36:26.971000,1437006.0,2.0,,,,,,,,,,,,,,,,,,,
116,mypy-protobuf,https://github.com/dropbox/mypy-protobuf,,open source tools to generate mypy stubs from protobufs.,linters,28,True,dropbox/mypy-protobuf,https://github.com/dropbox/mypy-protobuf,Apache-2.0,2017-12-11 21:55:05.000000,2022-01-10 09:39:20.000000,2022-01-10 09:39:20.000000,360.0,28.0,64.0,22.0,238.0,93.0,416.0,2021-12-24 04:15:47.000000,3.1.0,37.0,31.0,4.0,,,mypy-protobuf,49.0,,https://pypi.org/project/mypy-protobuf,2021-12-24 04:15:47.000000,49.0,939900.0,939900.0,,,,2.0,,,,,,,,,,,,,,,,,,,
117,ddt,https://github.com/datadriventests/ddt,,Data-Driven Tests for Python Unittest.,testing,28,True,datadriventests/ddt,https://github.com/datadriventests/ddt,MIT,2012-02-11 22:57:10.000000,2021-10-26 05:16:28.000000,2021-10-04 22:40:52.000000,222.0,,100.0,22.0,54.0,38.0,402.0,2021-10-04 22:43:34.000000,1.4.4,28.0,36.0,15.0,conda-forge/ddt,,ddt,5242.0,3929.0,https://pypi.org/project/ddt,2021-10-04 22:43:34.000000,1313.0,216108.0,217251.0,https://anaconda.org/conda-forge/ddt,2020-05-15 03:17:11.932000,66303.0,3.0,,,,,,,,,,,,,,,,,,,
118,sphinx-autodoc-typehints,https://github.com/tox-dev/sphinx-autodoc-typehints,,Type hints support for the Sphinx autodoc extension.,documentation,28,True,agronholm/sphinx-autodoc-typehints,https://github.com/tox-dev/sphinx-autodoc-typehints,MIT,2015-09-21 20:41:41.000000,2022-01-11 07:39:30.000000,2022-01-11 07:36:33.000000,205.0,27.0,76.0,10.0,79.0,109.0,386.0,2022-01-11 07:36:51.000000,1.15.2,35.0,34.0,20.0,conda-forge/sphinx-autodoc-typehints,['sphinx'],sphinx-autodoc-typehints,1282.0,,https://pypi.org/project/sphinx-autodoc-typehints,2022-01-11 07:39:30.000000,1282.0,317553.0,322716.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2021-04-15 04:06:00.666000,258171.0,2.0,,,,,,,,tox-dev/sphinx-autodoc-typehints,,,,,,,,,,,
119,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 18:32:52.000000,2021-11-26 06:02:28.000000,2021-10-20 14:00:57.000000,239.0,8.0,54.0,15.0,104.0,71.0,354.0,2021-08-08 02:45:08.000000,0.12.1,23.0,31.0,13.0,conda-forge/pep8-naming,,pep8-naming,10498.0,8789.0,https://pypi.org/project/pep8-naming,2021-08-08 02:45:08.000000,1709.0,830565.0,833514.0,https://anaconda.org/conda-forge/pep8-naming,2021-08-08 04:41:02.577000,209430.0,2.0,,,,,,,,,,,,,,,,,,,
120,wasabi,https://github.com/ines/wasabi,,A lightweight console printing and formatting toolkit.,logging,28,True,ines/wasabi,https://github.com/ines/wasabi,MIT,2018-11-17 14:40:55.000000,2021-12-07 08:28:14.218000,2021-12-06 13:51:43.000000,224.0,19.0,20.0,11.0,12.0,3.0,316.0,2021-12-06 13:54:33.000000,0.9.0,35.0,7.0,3.0,conda-forge/wasabi,,wasabi,15872.0,15598.0,https://pypi.org/project/wasabi,2021-12-06 14:21:35.000000,274.0,3552449.0,3568458.0,https://anaconda.org/conda-forge/wasabi,2021-12-07 08:28:14.218000,560323.0,3.0,,,,,,,,,,,,,,,,,,,
121,hacking,https://github.com/openstack/hacking,,OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org.,linters,28,True,openstack/hacking,https://github.com/openstack/hacking,Apache-2.0,2013-03-26 21:09:28.000000,2022-01-10 09:57:18.000000,2022-01-10 09:18:37.000000,1055.0,2.0,66.0,32.0,6.0,,221.0,2021-04-21 10:37:50.000000,4.1.0,37.0,183.0,,,['flake8'],hacking,4391.0,,https://pypi.org/project/hacking,2021-04-21 10:37:50.000000,4391.0,487482.0,487482.0,,,,2.0,,,,,,,,,,,,,,,,,,,
122,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 15:34:54.000000,2021-12-05 16:31:05.000000,2019-12-22 18:11:19.000000,86.0,,42.0,7.0,33.0,21.0,175.0,2019-12-22 18:12:11.000000,1.6.3,11.0,10.0,18.0,conda-forge/astunparse,,astunparse,35524.0,35241.0,https://pypi.org/project/astunparse,2019-12-22 18:12:11.000000,283.0,5430896.0,5441120.0,https://anaconda.org/conda-forge/astunparse,2021-01-15 07:40:29.426000,562336.0,2.0,,,,,,,,,,,,,,,,,,,
123,Bpytop,https://github.com/aristocratos/bpytop,,Linux/OSX/FreeBSD resource monitor.,profiling,27,True,aristocratos/bpytop,https://github.com/aristocratos/bpytop,Apache-2.0,2020-07-01 17:41:25.000000,2022-01-02 03:47:38.000000,2021-12-22 19:22:48.000000,405.0,6.0,316.0,156.0,70.0,220.0,8158.0,2021-12-22 19:23:21.000000,1.0.68,53.0,35.0,59.0,,,bpytop,1.0,,https://pypi.org/project/bpytop,2021-12-22 19:23:21.000000,1.0,9893.0,9893.0,,,,3.0,,,,,,,,,,,,,,,,,,,
124,mamba,https://github.com/mamba-org/mamba,,The Fast Cross-Platform Package Manager.,dependency-managers,27,True,mamba-org/mamba,https://github.com/mamba-org/mamba,BSD-3-Clause,2019-03-05 13:05:10.000000,2022-01-13 13:10:39.000000,2022-01-11 09:30:43.000000,1628.0,144.0,137.0,35.0,689.0,485.0,2609.0,2021-11-22 09:01:26.000000,2021.11.19,84.0,66.0,199.0,conda-forge/mamba,,,,,,,,,52466.0,https://anaconda.org/conda-forge/mamba,2021-12-08 19:36:37.442000,1783868.0,3.0,,,,,,,,,,,,,,,,,,,
125,notifiers,https://github.com/liiight/notifiers,,The easy way to send notifications.,logging,27,True,liiight/notifiers,https://github.com/liiight/notifiers,MIT,2017-06-01 10:20:18.000000,2021-12-27 17:24:13.000000,2021-09-22 08:42:01.000000,426.0,,78.0,37.0,326.0,54.0,2053.0,2021-08-23 20:42:56.000000,1.3.0,26.0,16.0,38.0,,,notifiers,219.0,205.0,https://pypi.org/project/notifiers,2019-10-05 13:00:41.000000,14.0,299052.0,299052.0,,,,3.0,,,,,,,,,,,,,,,,,,,
126,pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,,Testinfra test your infrastructures.,testing,27,True,pytest-dev/pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,Apache-2.0,2015-03-15 20:49:52.000000,2021-12-07 23:35:21.000000,2021-12-07 23:35:16.000000,684.0,9.0,285.0,85.0,334.0,199.0,1992.0,2021-12-07 12:36:00.000000,6.5.0,6.0,107.0,116.0,,['pytest'],pytest-testinfra,4.0,,https://pypi.org/project/pytest-testinfra,2021-12-07 12:36:00.000000,4.0,115967.0,115967.0,,,,3.0,,,,,,,,,,,,,,,,,,,
127,uiautomator,https://github.com/xiaocong/uiautomator,,Python wrapper of Android uiautomator test tool.,testing,27,False,xiaocong/uiautomator,https://github.com/xiaocong/uiautomator,MIT,2013-08-18 03:38:50.000000,2021-12-01 06:29:43.000000,2020-11-16 01:36:32.000000,316.0,,594.0,157.0,33.0,117.0,1756.0,2020-11-16 03:43:07.000000,1.0.2,41.0,13.0,171.0,,,uiautomator,269.0,202.0,https://pypi.org/project/uiautomator,2020-11-16 03:43:07.000000,67.0,23324.0,23324.0,,,,3.0,,,,,,,,,,,,,,,,,,,
128,briefcase,https://github.com/beeware/briefcase,,Tools to support converting a Python project into a standalone native application.,packaging,27,True,beeware/briefcase,https://github.com/beeware/briefcase,BSD-3-Clause,2015-07-28 15:20:03.000000,2022-01-11 06:18:09.000000,2022-01-11 06:18:08.000000,1227.0,19.0,215.0,39.0,276.0,258.0,1285.0,2021-03-06 05:37:12.000000,0.3.5,36.0,88.0,112.0,,,briefcase,16.0,,https://pypi.org/project/briefcase,2021-03-06 05:37:12.000000,16.0,3324.0,3324.0,,,,2.0,,,,,,,,,,,,,,,,,,,
129,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 20:46:30.000000,2021-12-15 13:51:36.167000,2021-12-08 13:47:41.000000,655.0,8.0,53.0,11.0,42.0,38.0,790.0,2021-10-05 13:05:13.000000,1.3.3,19.0,27.0,17.0,conda-forge/yappi,,yappi,851.0,510.0,https://pypi.org/project/yappi,2021-12-15 13:51:36.167000,341.0,1050846.0,1052590.0,https://anaconda.org/conda-forge/yappi,2021-11-07 16:26:03.838000,95969.0,3.0,,,,,,,,,,,,,,,,,,,
130,pdoc3,https://github.com/pdoc3/pdoc,,Auto-generate API documentation for Python projects.,documentation,27,True,pdoc3/pdoc,https://github.com/pdoc3/pdoc,AGPL-3.0,2019-01-02 02:32:40.000000,2021-11-08 07:00:59.000000,2021-09-24 14:45:57.000000,569.0,,117.0,9.0,105.0,186.0,767.0,2021-08-03 14:51:19.000000,0.10.0,34.0,56.0,87.0,,,pdoc3,1327.0,1210.0,https://pypi.org/project/pdoc3,2021-08-03 14:51:19.000000,117.0,155548.0,155548.0,,,,2.0,,,,,,,,,,,,,,,,,,,
131,green,https://github.com/CleanCut/green,,"Green is a clean, colorful, fast python test runner.",testing,27,True,CleanCut/green,https://github.com/CleanCut/green,MIT,2014-04-01 20:08:18.000000,2022-01-12 19:09:22.000000,2022-01-12 19:06:08.000000,1055.0,7.0,74.0,23.0,71.0,168.0,718.0,2022-01-12 19:09:22.000000,3.4.0,142.0,37.0,2.0,conda-forge/green,,green,840.0,632.0,https://pypi.org/project/green,2022-01-12 19:09:22.000000,208.0,12470.0,14219.0,https://anaconda.org/conda-forge/green,2020-11-12 18:09:27.157000,90981.0,3.0,,,,,,,,,,,,,,,,,,,
132,mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,,"Automatic documentation from sources, for MkDocs.",documentation,27,True,mkdocstrings/mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,ISC,2019-12-09 18:09:09.000000,2021-12-28 21:56:42.000000,2021-12-28 21:55:11.000000,477.0,14.0,59.0,6.0,117.0,160.0,580.0,2021-12-27 17:59:42.000000,0.17.0,41.0,26.0,52.0,conda-forge/mkdocstrings,['mkdocs'],mkdocstrings,145.0,,https://pypi.org/project/mkdocstrings,2021-12-27 17:59:42.000000,145.0,89243.0,89998.0,https://anaconda.org/conda-forge/mkdocstrings,2021-12-28 00:30:39.821000,11326.0,2.0,,,,,,,,,,,,,,,,,,,
133,sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,,Sphinx Bootstrap Theme.,documentation,27,True,ryan-roemer/sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,MIT,2011-12-07 14:53:00.000000,2021-10-02 23:08:01.000000,2021-10-02 23:08:01.000000,396.0,,206.0,24.0,91.0,81.0,577.0,2021-09-12 03:26:49.000000,0.8.0,57.0,38.0,56.0,,['sphinx'],sphinx-bootstrap-theme,592.0,,https://pypi.org/project/sphinx-bootstrap-theme,2021-09-12 03:26:49.000000,592.0,283150.0,283150.0,,,,2.0,,,,,,,,,,,,,,,,,,,
134,darglint,https://github.com/terrencepreilly/darglint,,A python documentation linter which checks that the docstring description matches the definition.,linters,27,True,terrencepreilly/darglint,https://github.com/terrencepreilly/darglint,MIT,2017-09-25 14:11:21.000000,2022-01-05 16:47:01.000000,2021-10-18 03:34:23.000000,504.0,3.0,34.0,7.0,52.0,92.0,376.0,2021-10-18 03:40:35.000000,1.8.1,48.0,22.0,48.0,conda-forge/darglint,,darglint,1571.0,1518.0,https://pypi.org/project/darglint,2021-10-18 03:40:35.000000,53.0,199237.0,200241.0,https://anaconda.org/conda-forge/darglint,2021-11-05 17:11:34.449000,28135.0,3.0,,,,,,,,,,,,,,,,,,,
135,gast,https://github.com/serge-sans-paille/gast,,Python AST that abstracts the underlying Python version.,ast,27,True,serge-sans-paille/gast,https://github.com/serge-sans-paille/gast,BSD-3-Clause,2016-07-18 10:39:07.000000,2021-11-15 08:20:52.503000,2021-11-13 21:38:20.000000,92.0,2.0,25.0,10.0,40.0,25.0,118.0,2021-11-13 21:39:31.000000,0.5.3,20.0,10.0,1.0,conda-forge/gast,,gast,76127.0,74264.0,https://pypi.org/project/gast,2021-11-13 21:39:31.000000,1863.0,10494771.0,10525634.0,https://anaconda.org/conda-forge/gast,2021-11-15 08:20:52.503000,1358007.0,3.0,-2.0,,,,,,,,,,,,,,,,,,
136,alive-progress,https://github.com/rsalmei/alive-progress,,"A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!.",logging,26,True,rsalmei/alive-progress,https://github.com/rsalmei/alive-progress,MIT,2019-08-05 05:54:30.000000,2021-12-14 18:04:25.000000,2021-11-06 05:27:01.000000,493.0,23.0,130.0,40.0,30.0,69.0,2995.0,2021-10-19 01:28:57.000000,2.1.0,21.0,1.0,25.0,conda-forge/alive-progress,,alive-progress,588.0,539.0,https://pypi.org/project/alive-progress,2021-10-19 01:28:57.000000,49.0,21242.0,21751.0,https://anaconda.org/conda-forge/alive-progress,2021-01-08 03:33:35.990000,11726.0,3.0,,,,,,,,,,,,,,,,,,,
137,pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,,py.test fixture for benchmarking code.,testing,26,True,ionelmc/pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,BSD-2-Clause,2014-10-10 10:55:33.000000,2021-12-15 15:32:37.134000,2021-06-14 13:01:06.000000,986.0,,92.0,17.0,61.0,78.0,842.0,2021-04-17 19:47:26.000000,3.4.1,42.0,34.0,78.0,conda-forge/pytest-benchmark,['pytest'],pytest-benchmark,3026.0,2470.0,https://pypi.org/project/pytest-benchmark,2021-04-17 19:47:26.000000,556.0,297434.0,313767.0,https://anaconda.org/conda-forge/pytest-benchmark,2021-04-18 21:19:04.860000,1143378.0,3.0,,,,,,,,,,,,,,,,,,,
138,asv,https://github.com/airspeed-velocity/asv,,Airspeed Velocity: A simple Python benchmarking tool with web-based reporting.,testing,26,True,airspeed-velocity/asv,https://github.com/airspeed-velocity/asv,BSD-3-Clause,2013-11-07 20:43:31.000000,2021-12-11 11:48:01.000000,2021-08-15 10:06:12.000000,1894.0,,132.0,18.0,567.0,301.0,624.0,2020-05-16 12:35:26.000000,0.4.2,16.0,55.0,114.0,conda-forge/asv,,asv,283.0,220.0,https://pypi.org/project/asv,2020-05-16 12:33:41.000000,63.0,26779.0,36094.0,https://anaconda.org/conda-forge/asv,2021-11-08 20:30:28.394000,558957.0,3.0,,,,,,,,,,,,,,,,,,,
139,pytest-watch,https://github.com/joeyespo/pytest-watch,,Local continuous test runner with pytest and watchdog.,testing,26,False,joeyespo/pytest-watch,https://github.com/joeyespo/pytest-watch,MIT,2015-01-12 02:08:20.000000,2021-12-08 10:01:20.000000,2019-06-15 20:36:43.000000,183.0,,50.0,12.0,48.0,42.0,617.0,2018-05-20 19:52:16.000000,4.2.0,17.0,16.0,39.0,conda-forge/pytest-watch,['pytest'],pytest-watch,3835.0,3261.0,https://pypi.org/project/pytest-watch,2018-05-20 19:52:16.000000,574.0,217645.0,218764.0,https://anaconda.org/conda-forge/pytest-watch,2021-08-21 18:28:52.305000,53724.0,3.0,,,,,,,,,,,,,,,,,,,
140,autoflake,https://github.com/myint/autoflake,,Removes unused imports and unused variables as reported by pyflakes.,refactoring,26,False,myint/autoflake,https://github.com/myint/autoflake,MIT,2012-12-27 03:40:17.000000,2021-09-01 03:13:36.000000,2020-12-27 17:36:40.000000,439.0,,51.0,10.0,36.0,33.0,467.0,2019-08-04 15:14:24.000000,1.3.1,36.0,17.0,33.0,conda-forge/autoflake,,autoflake,4088.0,3589.0,https://pypi.org/project/autoflake,2019-08-04 15:14:24.000000,499.0,530665.0,537864.0,https://anaconda.org/conda-forge/autoflake,2021-05-26 15:10:21.374000,237578.0,2.0,,,,,,,,,,,,,,,,,,,
141,python-coloredlogs,https://github.com/xolox/python-coloredlogs,,Colored terminal output for Pythons logging module.,logging,26,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 10:22:09.000000,273.0,,37.0,7.0,34.0,49.0,447.0,2021-06-11 10:22:42.000000,15.0.1,63.0,16.0,25.0,,,coloredlogs,11730.0,9996.0,https://pypi.org/project/coloredlogs,2021-06-11 10:22:42.000000,1734.0,1786875.0,1786875.0,,,,3.0,,,,,,,,,,,,,,,,,,,
142,py2exe,https://github.com/py2exe/py2exe,,A distutils extension to create standalone Windows programs from Python code.,packaging,26,True,py2exe/py2exe,https://github.com/py2exe/py2exe,MIT,2019-03-11 13:16:35.000000,2022-01-09 21:22:22.000000,2021-11-16 21:13:22.000000,1005.0,30.0,44.0,15.0,24.0,91.0,346.0,2021-12-15 13:42:30.109000,0.6.6,19.0,14.0,5.0,,,py2exe,1548.0,1372.0,https://pypi.org/project/py2exe,2021-12-15 13:42:30.109000,176.0,20675.0,20886.0,,,,3.0,,7205.0,,,,,,,,,,,,,,,,,
143,flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,,A flake8 plugin to help you write better list/set/dict comprehensions.,linters,26,True,adamchainz/flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,MIT,2016-04-05 12:15:56.000000,2022-01-11 10:23:50.000000,2022-01-11 10:23:49.000000,407.0,30.0,16.0,5.0,358.0,34.0,323.0,2022-01-10 17:10:08.000000,3.8.0,31.0,12.0,8.0,conda-forge/flake8-comprehensions,['flake8'],flake8-comprehensions,528.0,,https://pypi.org/project/flake8-comprehensions,2022-01-10 17:10:08.000000,528.0,472727.0,480542.0,https://anaconda.org/conda-forge/flake8-comprehensions,2022-01-10 21:45:55.529000,484553.0,3.0,,,,,,,,,,,,,,,,,,,
144,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 14:39:23.000000,2021-12-12 11:01:59.000000,2021-06-16 15:01:08.000000,222.0,,33.0,7.0,79.0,38.0,195.0,2021-03-21 15:51:09.000000,0.8.1,17.0,15.0,9.0,conda-forge/pytest-mypy,['pytest'],pytest-mypy,1727.0,1444.0,https://pypi.org/project/pytest-mypy,2021-03-21 15:51:09.000000,283.0,491389.0,492222.0,https://anaconda.org/conda-forge/pytest-mypy,2020-11-24 14:50:18.057000,19177.0,3.0,,,,,,,,,,,,,,,,,,,
145,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,26,True,ronaldoussoren/py2app,https://github.com/ronaldoussoren/py2app,MIT,2020-01-14 11:27:41.000000,2022-01-06 12:11:00.000000,2022-01-06 12:11:00.000000,697.0,1.0,18.0,12.0,16.0,271.0,166.0,2021-09-27 15:32:37.000000,0.26.1,42.0,27.0,107.0,,,py2app,4710.0,3884.0,https://pypi.org/project/py2app,2021-09-27 15:32:37.000000,826.0,13425.0,13425.0,,,,3.0,,,,,,,,,,,,,,,,,,,
146,flake8-isort,https://github.com/gforcada/flake8-isort,,flake8 plugin that integrates isort.,linters,26,True,gforcada/flake8-isort,https://github.com/gforcada/flake8-isort,GPL-2.0,2015-09-12 19:25:34.000000,2021-12-03 11:26:42.000000,2021-12-03 11:26:42.000000,274.0,2.0,40.0,6.0,61.0,40.0,114.0,2021-10-14 11:43:49.000000,4.1.1,33.0,30.0,13.0,conda-forge/flake8-isort,['flake8'],flake8-isort,5035.0,4446.0,https://pypi.org/project/flake8-isort,2021-10-14 11:43:49.000000,589.0,457942.0,458486.0,https://anaconda.org/conda-forge/flake8-isort,2021-10-14 14:17:41.684000,14713.0,3.0,,,,,,,,,,,,,,,,,,,
147,vulture,https://github.com/jendrikseipp/vulture,,Find dead Python code.,refactoring,25,True,jendrikseipp/vulture,https://github.com/jendrikseipp/vulture,MIT,2016-08-11 15:39:58.647000,2022-01-03 17:23:29.000000,2022-01-03 17:23:29.000000,683.0,2.0,93.0,18.0,118.0,138.0,1988.0,2021-01-16 17:51:40.000000,2.3,42.0,30.0,15.0,conda-forge/vulture,,vulture,1579.0,1362.0,https://pypi.org/project/vulture,2021-01-16 17:49:50.000000,217.0,183762.0,184545.0,https://anaconda.org/conda-forge/vulture,2020-08-11 23:14:02.062000,50959.0,2.0,,,,,,,,,,,,,,,,,,,
148,dephell,https://github.com/dephell/dephell,,"Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build..",dependency-managers,25,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 21:31:39.000000,2145.0,,106.0,23.0,221.0,161.0,1731.0,2020-04-28 06:31:17.000000,.0.8.3,30.0,37.0,108.0,,,dephell,345.0,333.0,https://pypi.org/project/dephell,2020-04-28 06:29:24.000000,12.0,4684.0,4689.0,,,,3.0,,167.0,,,,,,,,,,,,,,,,,
149,pdbpp,https://github.com/pdbpp/pdbpp,,"pdb++, a drop-in replacement for pdb (the Python debugger).",debugging,25,True,pdbpp/pdbpp,https://github.com/pdbpp/pdbpp,BSD-3-Clause,2017-06-11 13:42:16.000000,2021-12-04 10:32:13.000000,2021-11-27 18:29:02.000000,698.0,1.0,46.0,17.0,301.0,116.0,843.0,2021-07-09 22:22:20.000000,0.10.3,26.0,40.0,64.0,conda-forge/pdbpp,,pdbpp,3082.0,2490.0,https://pypi.org/project/pdbpp,2021-07-09 22:22:20.000000,592.0,177369.0,178641.0,https://anaconda.org/conda-forge/pdbpp,2021-07-11 15:21:48.419000,67462.0,3.0,,,,,,,,,,,,,,,,,,,
150,python-hunter,https://github.com/ionelmc/python-hunter,,Hunter is a flexible code tracing toolkit.,debugging,25,True,ionelmc/python-hunter,https://github.com/ionelmc/python-hunter,BSD-2-Clause,2015-03-16 18:03:16.000000,2021-12-15 20:38:09.000000,2021-12-15 17:43:12.000000,1026.0,67.0,36.0,13.0,21.0,50.0,657.0,2021-12-15 20:36:30.000000,3.4.3,49.0,9.0,37.0,,,hunter,99.0,78.0,https://pypi.org/project/hunter,2021-12-15 20:36:30.000000,21.0,9364.0,9364.0,,,,3.0,,,,,,,,,,,,,,,,,,,
151,redbaron,https://github.com/PyCQA/redbaron,,Bottom-up approach to refactoring in python.,refactoring,25,True,pycqa/redbaron,https://github.com/PyCQA/redbaron,LGPL-3.0+,2014-03-23 05:34:39.000000,2021-12-09 03:12:39.000000,2021-12-09 03:12:36.000000,1672.0,3.0,67.0,28.0,105.0,46.0,624.0,2019-03-17 19:03:54.000000,0.9.2,15.0,34.0,80.0,,,redbaron,459.0,343.0,https://pypi.org/project/redbaron,2019-03-17 18:59:01.000000,116.0,24347.0,24347.0,,,,2.0,,,,,,,,,,,,,,,,,,,
152,Mamba Test Runner,https://github.com/nestorsalceda/mamba,,The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD).,testing,25,False,nestorsalceda/mamba,https://github.com/nestorsalceda/mamba,MIT,2013-03-12 18:53:42.000000,2021-12-09 22:04:56.000000,2020-11-16 12:31:58.000000,468.0,,63.0,23.0,84.0,52.0,483.0,2020-11-16 12:36:24.000000,0.11.2,21.0,22.0,45.0,,,mamba,516.0,398.0,https://pypi.org/project/mamba,2020-11-16 12:35:41.000000,118.0,23150.0,23150.0,,,,3.0,,,,,,,,,,,,,,,,,,,
153,pytest-randomly,https://github.com/pytest-dev/pytest-randomly,,Pytest plugin to randomly order tests and control random.seed.,testing,25,True,pytest-dev/pytest-randomly,https://github.com/pytest-dev/pytest-randomly,MIT,2016-04-08 15:48:10.000000,2022-01-10 23:34:38.000000,2022-01-10 23:34:37.000000,442.0,42.0,22.0,3.0,392.0,42.0,392.0,2022-01-10 17:14:34.000000,3.11.0,29.0,16.0,6.0,,,pytest-randomly,178.0,,https://pypi.org/project/pytest-randomly,2022-01-10 17:14:34.000000,178.0,334312.0,334312.0,,,,3.0,,,,,,,,,,,,,,,,,,,
154,interrogate,https://github.com/econchick/interrogate,,Explain yourself! Interrogate a codebase for docstring coverage.,documentation,25,True,econchick/interrogate,https://github.com/econchick/interrogate,MIT,2020-04-24 02:33:25.000000,2022-01-03 07:09:36.000000,2021-12-27 17:39:09.000000,174.0,2.0,26.0,4.0,69.0,23.0,332.0,2021-09-10 23:05:20.000000,1.5.0,14.0,12.0,8.0,,,interrogate,1284.0,1249.0,https://pypi.org/project/interrogate,2021-09-10 23:05:20.000000,35.0,66815.0,66815.0,,,,3.0,,,,,,,,,,,,,,,,,,,
155,baron,https://github.com/PyCQA/baron,,"IDE allow you to refactor code, Baron allows you to write refactoring code.",refactoring,25,True,PyCQA/baron,https://github.com/PyCQA/baron,LGPL-3.0,2013-03-21 12:19:00.000000,2021-12-09 03:34:37.000000,2021-12-09 03:33:22.000000,1505.0,9.0,52.0,14.0,100.0,29.0,266.0,2021-12-09 03:33:32.000000,0.10.1,21.0,33.0,46.0,,,baron,250.0,191.0,https://pypi.org/project/baron,2021-12-09 03:33:32.000000,59.0,25469.0,25469.0,,,,2.0,,,,,,,,,,,,,,,,,,,
156,flake8-quotes,https://github.com/zheller/flake8-quotes,,Flake8 extension for checking quotes in python.,linters,25,True,zheller/flake8-quotes,https://github.com/zheller/flake8-quotes,MIT,2014-03-10 00:05:08.000000,2021-12-15 15:00:09.741000,2021-10-19 07:06:59.000000,104.0,2.0,33.0,3.0,61.0,40.0,135.0,2021-10-19 07:07:05.000000,3.3.1,40.0,30.0,3.0,conda-forge/flake8-quotes,['flake8'],flake8-quotes,4951.0,4127.0,https://pypi.org/project/flake8-quotes,2021-12-15 15:00:09.741000,824.0,409763.0,418905.0,https://anaconda.org/conda-forge/flake8-quotes,2021-10-19 22:36:39.426000,585100.0,3.0,,,,,,,,,,,,,,,,,,,
157,icecream,https://github.com/gruns/icecream,,Never use print() to debug again.,debugging,24,True,gruns/icecream,https://github.com/gruns/icecream,MIT,2018-02-13 18:56:12.000000,2021-12-18 12:23:07.000000,2021-08-31 15:45:26.000000,213.0,,114.0,50.0,32.0,60.0,5648.0,2021-06-22 20:52:25.000000,2.1.1,15.0,16.0,26.0,,,icecream,30.0,,https://pypi.org/project/icecream,2021-06-22 20:47:50.000000,30.0,106129.0,106129.0,,,,3.0,,,,,,,,,,,,,,,,,,,
158,rebound,https://github.com/shobrook/rebound,,Command-line tool that instantly fetches Stack Overflow results when an exception is thrown.,logging,24,True,shobrook/rebound,https://github.com/shobrook/rebound,MIT,2017-05-29 17:11:25.872000,2022-01-12 17:28:16.364000,2021-01-04 03:14:37.000000,166.0,,357.0,78.0,39.0,38.0,3778.0,2022-01-12 15:03:09.000000,3.19.0,174.0,16.0,20.0,conda-forge/rebound,,rebound,38.0,22.0,https://pypi.org/project/rebound,2022-01-12 15:03:09.000000,16.0,1764.0,4715.0,https://anaconda.org/conda-forge/rebound,2022-01-12 17:28:16.364000,165133.0,3.0,,175.0,,,,,,,,,,,,,,,,,
159,MonkeyType,https://github.com/Instagram/MonkeyType,,A Python library that generates static type annotations by collecting runtime types.,refactoring,24,True,Instagram/MonkeyType,https://github.com/Instagram/MonkeyType,BSD-3-Clause,2017-07-11 00:19:00.000000,2021-10-03 07:01:51.000000,2021-09-15 00:20:06.000000,289.0,,129.0,50.0,105.0,112.0,3639.0,2021-05-21 22:24:36.000000,21.5.0,21.0,37.0,37.0,conda-forge/monkeytype,,monkeytype,182.0,159.0,https://pypi.org/project/monkeytype,2021-05-21 22:24:36.000000,23.0,24806.0,25590.0,https://anaconda.org/conda-forge/monkeytype,2021-05-22 12:13:35.937000,37674.0,3.0,,,,,,,,,,,,,,,,,,,
160,PyOxidizer,https://github.com/indygreg/PyOxidizer,,A modern Python application packaging and distribution tool.,packaging,24,True,indygreg/PyOxidizer,https://github.com/indygreg/PyOxidizer,MPL-2.0,2018-12-18 23:32:13.000000,2022-01-11 20:48:23.000000,2022-01-10 05:04:37.000000,5263.0,446.0,135.0,55.0,87.0,166.0,3422.0,2021-10-26 00:49:29.000000,pyoxidizer/0.18.0,10.0,37.0,254.0,,,,,,,,,,60.0,,,,3.0,,1457.0,,,,,,,,,,,,,,,,,
161,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,24,True,linkedin/shiv,https://github.com/linkedin/shiv,BSD-2-Clause,2018-03-13 18:46:23.000000,2021-11-18 17:19:55.000000,2021-11-18 16:53:47.000000,194.0,4.0,75.0,29.0,103.0,70.0,1348.0,2021-11-18 17:19:55.000000,1.0.0,57.0,34.0,33.0,,,shiv,12.0,,https://pypi.org/project/shiv,2021-11-18 17:12:31.000000,12.0,4946.0,4951.0,,,,3.0,,158.0,,,,,,,,,,,,,,,,,
162,paver,https://github.com/paver/paver,,Python-based project scripting.,build-tools,24,True,paver/paver,https://github.com/paver/paver,BSD-3-Clause,2010-11-11 09:43:52.000000,2021-06-21 14:55:20.000000,2021-06-21 14:55:20.000000,534.0,,78.0,14.0,84.0,93.0,446.0,2017-12-31 01:13:41.000000,1.3.4,28.0,45.0,37.0,conda-forge/paver,,paver,961.0,,https://pypi.org/project/paver,2017-12-31 01:13:41.000000,961.0,37141.0,37522.0,https://anaconda.org/conda-forge/paver,2018-07-24 12:48:36.122000,23681.0,3.0,,,,,,,,,,,,,,,,,,,
163,sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,,Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a livereload enabled..,documentation,24,True,executablebooks/sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,MIT,2013-12-25 17:09:56.000000,2021-06-24 02:56:51.000000,2021-03-14 13:43:08.000000,285.0,,51.0,12.0,54.0,44.0,371.0,2021-03-14 13:46:47.000000,2021.3.14,15.0,17.0,14.0,conda-forge/sphinx-autobuild,['sphinx'],sphinx-autobuild,2586.0,,https://pypi.org/project/sphinx-autobuild,2021-03-14 13:46:47.000000,2586.0,180609.0,182012.0,https://anaconda.org/conda-forge/sphinx-autobuild,2021-03-14 17:15:24.297000,79997.0,3.0,,,,,,,,,,,,,,,,,,,
164,flake8-import-order,https://github.com/PyCQA/flake8-import-order,,Flake8 plugin that checks import order against various Python Style Guides.,linters,24,False,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 12:21:12.000000,274.0,,61.0,9.0,87.0,85.0,252.0,2019-03-04 08:39:11.000000,0.18.1,34.0,40.0,13.0,conda-forge/flake8-import-order,['flake8'],flake8-import-order,1138.0,,https://pypi.org/project/flake8-import-order,2019-03-04 08:39:11.000000,1138.0,283351.0,286637.0,https://anaconda.org/conda-forge/flake8-import-order,2019-03-06 03:48:48.199000,203762.0,3.0,,,,,,,,,,,,,,,,,,,
165,docformatter,https://github.com/myint/docformatter,,Formats docstrings to follow PEP 257.,formatters,24,False,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 18:10:35.000000,441.0,,34.0,10.0,33.0,22.0,243.0,2019-11-10 16:23:03.000000,1.3.1,48.0,15.0,27.0,,,docformatter,894.0,805.0,https://pypi.org/project/docformatter,2020-12-27 18:11:12.000000,89.0,70937.0,70937.0,,,,3.0,,,,,,,,,,,,,,,,,,,
166,flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,,Flake8 plugin to find commented out or dead code.,linters,24,True,wemake-services/flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,MIT,2018-09-21 06:58:51.000000,2022-01-10 09:25:24.000000,2022-01-10 09:25:22.000000,335.0,16.0,7.0,4.0,204.0,27.0,215.0,2021-10-19 12:43:12.000000,1.2.0,12.0,13.0,1.0,,['flake8'],flake8-eradicate,65.0,,https://pypi.org/project/flake8-eradicate,2021-10-19 12:43:12.000000,65.0,209923.0,209923.0,,,,3.0,,,,,,,,,,,,,,,,,,,
167,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 22:10:33.000000,2022-01-06 13:22:58.000000,2022-01-06 13:22:40.000000,420.0,3.0,32.0,10.0,47.0,46.0,128.0,2021-06-22 12:00:47.000000,0.9.25,25.0,19.0,7.0,conda-forge/asteval,,asteval,873.0,713.0,https://pypi.org/project/asteval,2021-06-22 12:00:47.000000,160.0,111577.0,114014.0,https://anaconda.org/conda-forge/asteval,2021-02-27 14:24:12.922000,153585.0,3.0,,,,,,,,,,,,,,,,,,,
168,vprof,https://github.com/nvdv/vprof,,Visual profiler for Python.,profiling,23,True,nvdv/vprof,https://github.com/nvdv/vprof,BSD-2-Clause,2015-06-29 03:59:39.000000,2021-02-20 07:50:28.000000,2021-02-20 07:47:40.000000,619.0,,167.0,74.0,31.0,56.0,3808.0,2018-06-24 14:16:36.000000,0.37.6,24.0,17.0,26.0,,,vprof,103.0,87.0,https://pypi.org/project/vprof,2020-02-29 13:31:59.000000,16.0,3345.0,3345.0,,,,3.0,,,,,,,,,,,,,,,,,,,
169,pyt,https://github.com/python-security/pyt,,A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications.,security,23,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 21:43:06.000000,1576.0,,227.0,73.0,116.0,76.0,2061.0,2018-11-01 16:02:57.000000,0.42,15.0,22.0,21.0,,,python-taint,68.0,56.0,https://pypi.org/project/python-taint,2018-11-01 16:02:04.000000,12.0,2647.0,2648.0,,,,3.0,,71.0,,,,,,,,,,,,,,,,,
170,Bowler,https://github.com/facebookincubator/Bowler,,Safe code refactoring for modern Python.,refactoring,23,True,facebookincubator/Bowler,https://github.com/facebookincubator/Bowler,MIT,2018-06-07 21:44:17.000000,2021-12-30 11:53:38.000000,2021-09-01 18:41:12.000000,183.0,,88.0,28.0,72.0,34.0,1349.0,2020-09-17 01:55:39.000000,0.9.0,8.0,26.0,46.0,conda-forge/bowler,,bowler,7.0,,https://pypi.org/project/bowler,2020-09-17 01:55:39.000000,7.0,39089.0,39388.0,https://anaconda.org/conda-forge/bowler,2019-06-12 18:37:14.246000,11398.0,3.0,,,,,,,,,,,,,,,,,,,
171,beartype,https://github.com/beartype/beartype,,Unbearably fast O(1) runtime type-checking in pure Python.,linters,23,True,beartype/beartype,https://github.com/beartype/beartype,MIT,2020-04-03 06:06:22.000000,2022-01-13 08:17:01.000000,2022-01-13 08:18:25.000000,530.0,72.0,18.0,7.0,16.0,54.0,1020.0,2021-11-06 06:22:43.000000,0.9.1,16.0,9.0,10.0,conda-forge/beartype,,beartype,23.0,,https://pypi.org/project/beartype,2021-11-06 06:22:43.000000,23.0,39791.0,40294.0,https://anaconda.org/conda-forge/beartype,2021-11-06 11:46:27.962000,9573.0,3.0,,,,,,,,,,,,,,,,,,,
172,pynsist,https://github.com/takluyver/pynsist,,Build Windows installers for Python applications.,packaging,23,True,takluyver/pynsist,https://github.com/takluyver/pynsist,MIT,2014-03-30 19:11:21.000000,2022-01-13 11:17:04.000000,2021-12-01 21:13:53.000000,550.0,3.0,101.0,33.0,86.0,134.0,741.0,2020-07-03 08:11:24.000000,2.5.1,21.0,29.0,25.0,,,pynsist,47.0,,https://pypi.org/project/pynsist,2021-03-28 16:28:58.000000,47.0,1559.0,1559.0,,,,3.0,,,,,,,,,,,,,,,,,,,
173,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 18:45:35.000000,2021-11-11 16:57:18.000000,2021-11-11 16:24:42.000000,418.0,11.0,24.0,15.0,12.0,20.0,680.0,2021-11-11 16:57:18.000000,0.4.1,12.0,21.0,18.0,,,snoop,12.0,,https://pypi.org/project/snoop,2021-11-11 16:57:18.000000,12.0,15925.0,15925.0,,,,3.0,,,,,,,,,,,,,,,,,,,
174,constructor,https://github.com/conda/constructor,,tool for creating installers from conda packages.,packaging,23,True,conda/constructor,https://github.com/conda/constructor,BSD-3-Clause,2016-02-12 06:52:50.000000,2022-01-11 13:30:39.000000,2022-01-11 13:28:28.000000,979.0,20.0,134.0,28.0,235.0,200.0,335.0,2022-01-04 16:33:51.000000,3.2.2,37.0,49.0,58.0,constructor,,,12.0,12.0,,,,,78.0,https://anaconda.org/anaconda/constructor,2021-04-01 17:48:58.348000,5063.0,3.0,,225.0,,,,,,,,,,,,,,,,,
175,check-manifest,https://github.com/mgedmin/check-manifest,,Tool to check the completeness of MANIFEST.in for Python packages.,linters,23,True,mgedmin/check-manifest,https://github.com/mgedmin/check-manifest,MIT,2013-03-05 15:27:20.000000,2021-10-16 09:35:31.000000,2021-10-16 09:35:29.000000,527.0,1.0,31.0,5.0,59.0,72.0,248.0,,,41.0,20.0,16.0,conda-forge/check-manifest,,check-manifest,9499.0,7010.0,https://pypi.org/project/check-manifest,2021-09-22 09:08:46.000000,2489.0,134408.0,135412.0,https://anaconda.org/conda-forge/check-manifest,2021-09-22 11:40:52.389000,37162.0,3.0,,,,,,,,,,,,,,,,,,,
176,mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,,An MkDocs plugin to export content pages as PDF files.,documentation,23,True,zhaoterryy/mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,MIT,2018-02-20 15:06:51.000000,2022-01-13 00:51:00.000000,2021-10-05 01:31:10.000000,72.0,,34.0,17.0,29.0,45.0,224.0,2021-10-05 01:33:27.000000,0.5.10,24.0,11.0,41.0,,['mkdocs'],mkdocs-pdf-export-plugin,193.0,189.0,https://pypi.org/project/mkdocs-pdf-export-plugin,2021-10-05 01:33:27.000000,4.0,12146.0,12146.0,,,,3.0,,,,,,,,,,,,,,,,,,,
177,releases,https://github.com/bitprophet/releases,,A powerful Sphinx changelog-generating extension.,documentation,23,True,bitprophet/releases,https://github.com/bitprophet/releases,BSD-2-Clause,2013-09-16 03:56:37.000000,2021-12-15 14:41:21.229000,2021-09-24 20:54:11.000000,522.0,,36.0,5.0,26.0,43.0,159.0,2020-01-11 00:29:49.000000,1.6.3,33.0,10.0,33.0,,['sphinx'],releases,773.0,408.0,https://pypi.org/project/releases,2020-01-11 00:29:49.000000,365.0,12459.0,12459.0,,,,3.0,,,,,,,,,,,,,,,,,,,
178,flake8-commas,https://github.com/PyCQA/flake8-commas,,Flake8 extension for enforcing trailing commas in python.,linters,23,True,PyCQA/flake8-commas,https://github.com/PyCQA/flake8-commas,MIT,2015-12-16 09:25:13.000000,2021-10-13 19:25:52.000000,2021-10-13 19:25:45.000000,176.0,,23.0,3.0,38.0,26.0,128.0,2021-10-13 19:25:39.000000,2.1.0,20.0,12.0,5.0,,['flake8'],flake8-commas,334.0,,https://pypi.org/project/flake8-commas,2021-10-13 19:25:39.000000,334.0,215394.0,215394.0,,,,3.0,,,,,,,,,,,,,,,,,,,
179,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 11:23:04.000000,2021-10-19 01:43:50.000000,2021-10-19 01:43:50.000000,99.0,1.0,195.0,74.0,53.0,41.0,4096.0,2021-01-29 16:48:55.000000,0.3.3,16.0,15.0,29.0,,,better-exceptions,58.0,,https://pypi.org/project/better-exceptions,2021-01-29 16:48:55.000000,58.0,25284.0,25284.0,,,,3.0,,,,,,,,,,,,,,,,,,,
180,Profiling,https://github.com/what-studio/profiling,,Was an interactive continuous Python profiler.,profiling,22,False,what-studio/profiling,https://github.com/what-studio/profiling,BSD-3-Clause,2014-09-03 10:35:57.000000,2021-12-15 15:24:47.133000,2020-08-24 01:31:58.000000,433.0,,120.0,75.0,25.0,20.0,2991.0,2017-06-28 06:10:16.000000,0.1.3,4.0,18.0,17.0,,,profiling,50.0,45.0,https://pypi.org/project/profiling,2021-12-15 15:24:47.133000,5.0,5576.0,5576.0,,,,3.0,,,,,,,,,,,,,,,,,,,
181,PrettyErrors,https://github.com/onelivesleft/PrettyErrors,,Prettify Python exception output to make it legible.,logging,22,True,onelivesleft/PrettyErrors,https://github.com/onelivesleft/PrettyErrors,MIT,2018-11-15 16:02:27.000000,2021-11-24 14:38:57.000000,2021-11-24 14:32:14.000000,130.0,1.0,71.0,29.0,10.0,36.0,2424.0,2021-11-24 14:32:07.000000,1.2.25,48.0,5.0,1.0,,,pretty_errors,39.0,,https://pypi.org/project/pretty_errors,2021-11-24 14:32:07.000000,39.0,22011.0,22011.0,,,,3.0,,,,,,,,,,,,,,,,,,,
182,sixpack,https://github.com/sixpack/sixpack,,Sixpack is a language-agnostic a/b-testing framework.,testing,22,False,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 00:32:16.000000,828.0,,185.0,73.0,167.0,125.0,1721.0,2017-11-22 14:27:35.000000,2.7.0,37.0,56.0,88.0,,,sixpack,14.0,10.0,https://pypi.org/project/sixpack,2017-11-22 14:27:35.000000,4.0,291.0,291.0,,,,3.0,,,,,,,,,,,,,,,,,,,
183,Birdseye,https://github.com/alexmojaki/birdseye,,Graphical Python debugger which lets you easily view the values of all evaluated expressions.,debugging,22,True,alexmojaki/birdseye,https://github.com/alexmojaki/birdseye,MIT,2017-07-22 18:49:20.000000,2021-11-11 16:04:25.000000,2021-11-11 16:04:02.000000,412.0,3.0,70.0,47.0,47.0,32.0,1444.0,2021-11-11 16:04:25.000000,0.9.3,38.0,10.0,18.0,,,birdseye,3.0,,https://pypi.org/project/birdseye,2021-11-11 16:04:25.000000,3.0,1358.0,1358.0,,,,3.0,,,,,,,,,,,,,,,,,,,
184,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 18:48:26.000000,159.0,,33.0,8.0,26.0,15.0,1152.0,2020-10-31 13:10:42.000000,0.2.5,14.0,6.0,11.0,,,stackprinter,106.0,86.0,https://pypi.org/project/stackprinter,2020-10-31 13:06:59.000000,20.0,303934.0,303934.0,,,,3.0,,,,,,,,,,,,,,,,,,,
185,blacken-docs,https://github.com/asottile/blacken-docs,,Run `black` on python code blocks in documentation files.,documentation,22,True,asottile/blacken-docs,https://github.com/asottile/blacken-docs,MIT,2018-06-03 02:48:01.000000,2022-01-10 22:34:12.000000,2022-01-10 22:34:11.000000,218.0,21.0,20.0,5.0,98.0,36.0,304.0,2021-11-19 00:15:07.000000,1.12.0,21.0,13.0,3.0,conda-forge/blacken-docs,,blacken-docs,16.0,,https://pypi.org/project/blacken-docs,2021-11-19 00:15:07.000000,16.0,14856.0,15913.0,https://anaconda.org/conda-forge/blacken-docs,2021-11-19 03:21:02.811000,19038.0,3.0,,,,,,,,,,,,,,,,,,,
186,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,22,True,asottile/add-trailing-comma,https://github.com/asottile/add-trailing-comma,MIT,2017-07-10 00:55:50.000000,2022-01-10 22:31:06.000000,2022-01-10 22:31:06.000000,307.0,32.0,14.0,5.0,127.0,37.0,208.0,2021-11-20 18:06:22.000000,2.2.1,32.0,9.0,1.0,,,add-trailing-comma,11.0,,https://pypi.org/project/add-trailing-comma,2021-11-20 18:06:22.000000,11.0,16607.0,16607.0,,,,3.0,,,,,,,,,,,,,,,,,,,
187,nitpick,https://github.com/andreoliwa/nitpick,,Enforce the same settings on multiple projects.,linters,22,True,andreoliwa/nitpick,https://github.com/andreoliwa/nitpick,MIT,2018-03-23 14:25:24.000000,2022-01-13 09:07:37.000000,2022-01-13 09:07:36.000000,636.0,60.0,13.0,3.0,345.0,64.0,207.0,2021-11-08 00:58:03.000000,0.29.0,45.0,13.0,32.0,,['flake8'],nitpick,3.0,,https://pypi.org/project/nitpick,2021-11-08 00:58:00.000000,3.0,11336.0,11336.0,,,,3.0,,4.0,,,,,,,,,,,,,,,,,
188,mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,,An MkDocs plugin that simplifies configuring page titles and their order.,documentation,22,True,lukasgeiter/mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,MIT,2018-02-06 21:09:24.000000,2021-12-27 19:37:52.000000,2021-12-27 19:37:29.000000,66.0,11.0,20.0,7.0,10.0,39.0,207.0,2021-11-22 17:59:06.000000,2.6.1,19.0,3.0,7.0,,['mkdocs'],mkdocs-awesome-pages-plugin,60.0,,https://pypi.org/project/mkdocs-awesome-pages-plugin,2021-11-22 17:53:48.000000,60.0,36094.0,36094.0,,,,3.0,,,,,,,,,,,,,,,,,,,
189,data-science-types,https://github.com/predictive-analytics-lab/data-science-types,,"Mypy stubs, i.e., type information, for numpy, pandas and matplotlib.",linters,22,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 17:29:00.000000,446.0,,57.0,9.0,171.0,23.0,186.0,2021-02-16 16:47:31.000000,0.2.23,26.0,44.0,39.0,,,data-science-types,168.0,160.0,https://pypi.org/project/data-science-types,2021-02-16 16:45:03.000000,8.0,34333.0,34333.0,,,,3.0,,,,,,,,,,,,,,,,,,,
190,xdoctest,https://github.com/Erotemic/xdoctest,,A rewrite of Pythons builtin doctest module (with pytest plugin integration) with AST instead of REGEX.,testing,22,True,Erotemic/xdoctest,https://github.com/Erotemic/xdoctest,Apache-2.0,2017-09-24 01:59:02.000000,2021-12-20 22:57:51.000000,2021-12-20 22:57:18.000000,676.0,1.0,7.0,4.0,78.0,20.0,130.0,2021-10-06 11:58:58.000000,0.15.10,62.0,7.0,17.0,,,xdoctest,2020.0,1958.0,https://pypi.org/project/xdoctest,2021-10-06 11:58:58.000000,62.0,95824.0,95824.0,,,,3.0,,,,,,,,,,,,,,,,,,,conda-forge/xdoctest
191,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 17:45:08.632000,2021-12-19 14:16:49.287000,2018-06-28 13:35:12.000000,500.0,,13.0,4.0,,,67.0,2018-08-16 03:16:49.000000,0.54.0,52.0,61.0,,conda-forge/memory_profiler,,memory_profiler,268.0,,https://pypi.org/project/memory_profiler,2018-08-16 03:16:49.000000,268.0,417461.0,419638.0,https://anaconda.org/conda-forge/memory_profiler,2021-12-19 14:16:49.287000,148051.0,3.0,,,,,,,,,,,,,,,,,,,
192,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 17:42:17.000000,340.0,,190.0,59.0,44.0,15.0,2600.0,,,13.0,20.0,40.0,,,pyrasite,44.0,38.0,https://pypi.org/project/pyrasite,2012-05-09 19:11:33.000000,6.0,22230.0,22230.0,,,,3.0,,,,,,,,,,,,,,,,,,,
193,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 20:18:08.000000,2021-10-12 20:53:52.000000,2021-10-12 20:53:49.000000,95.0,,54.0,28.0,61.0,33.0,1256.0,2019-09-16 15:37:03.000000,1.2.0,9.0,17.0,26.0,,,pyannotate,84.0,66.0,https://pypi.org/project/pyannotate,2019-09-16 15:37:03.000000,18.0,2922.0,2922.0,,,,3.0,,,,,,,,,,,,,,,,,,,
194,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 22:12:25.000000,2021-12-06 12:07:14.000000,2021-07-01 09:03:43.000000,703.0,,45.0,24.0,62.0,52.0,838.0,2020-09-02 06:33:11.000000,1.19.0,46.0,16.0,28.0,,,wily,9.0,,https://pypi.org/project/wily,2021-07-01 08:25:50.000000,9.0,11172.0,11172.0,,,,3.0,,,,,,,,,,,,,,,,,,,
195,pycco,https://github.com/pycco-docs/pycco,,Literate-style documentation generator.,documentation,21,False,pycco-docs/pycco,https://github.com/pycco-docs/pycco,MIT,2010-06-29 07:02:31.000000,2021-03-29 17:53:40.000000,2019-12-20 19:59:49.000000,222.0,,143.0,15.0,64.0,28.0,764.0,2018-07-25 01:42:48.000000,0.6.0,11.0,36.0,29.0,,,pycco,357.0,244.0,https://pypi.org/project/pycco,2018-07-25 01:42:48.000000,113.0,1012.0,1012.0,,,,3.0,,,,,,,,,,,,,,,,,,,
196,pytest-testmon,https://github.com/tarpas/pytest-testmon,,Selects tests affected by changed files. Continous test runner when used with pytest-watch.,testing,21,True,tarpas/pytest-testmon,https://github.com/tarpas/pytest-testmon,AGPL-3.0,2015-02-02 14:21:10.000000,2021-10-22 07:06:32.000000,2021-10-22 07:00:49.000000,287.0,2.0,29.0,13.0,63.0,88.0,505.0,2021-10-22 07:01:51.000000,1.2.2,39.0,16.0,28.0,conda-forge/pytest-testmon,['pytest'],pytest-testmon,54.0,,https://pypi.org/project/pytest-testmon,2021-10-22 07:01:51.000000,54.0,92823.0,93530.0,https://anaconda.org/conda-forge/pytest-testmon,2019-08-03 00:17:17.063000,33241.0,3.0,,,,,,,,,,,,,,,,,,,
197,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 19:09:01.000000,2022-01-07 18:45:23.000000,2022-01-07 16:44:16.000000,166.0,7.0,41.0,15.0,162.0,25.0,291.0,2021-07-31 16:17:24.000000,0.1.4,6.0,29.0,32.0,,,fixit,16.0,14.0,https://pypi.org/project/fixit,2021-07-30 20:35:02.000000,2.0,6412.0,6412.0,,,,3.0,,,,,,,,,,,,,,,,,,,
198,xenon,https://github.com/rubik/xenon,,Monitoring tool based on radon.,code-metrics,21,True,rubik/xenon,https://github.com/rubik/xenon,MIT,2014-02-14 14:19:20.000000,2021-09-03 15:36:06.000000,2021-09-03 15:36:04.000000,108.0,,16.0,5.0,12.0,25.0,199.0,2021-09-03 15:34:36.000000,0.8.0,20.0,8.0,7.0,conda-forge/xenon,,xenon,354.0,285.0,https://pypi.org/project/xenon,2021-09-03 15:34:36.000000,69.0,47743.0,48022.0,https://anaconda.org/conda-forge/xenon,2019-10-12 20:39:43.883000,14252.0,3.0,,,,,,,,,,,,,,,,,,,
199,pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,,a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv).,virtual-envs,20,True,pyenv/pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,MIT,2013-02-18 12:59:17.000000,2021-12-18 16:12:23.000000,2021-11-13 23:30:56.000000,478.0,3.0,308.0,72.0,112.0,196.0,4679.0,2019-02-14 00:27:42.000000,1.1.5,7.0,46.0,135.0,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,
200,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 18:15:26.000000,2022-01-10 23:36:35.000000,2022-01-10 23:36:33.000000,80.0,4.0,45.0,34.0,17.0,21.0,1482.0,2020-12-02 20:41:20.000000,20.12.2,3.0,29.0,8.0,,,xar,17.0,17.0,https://pypi.org/project/xar,2020-12-02 20:41:20.000000,,138.0,138.0,,,,3.0,,,,,,,,,,,,,,,,,,,
201,python-manhole,https://github.com/ionelmc/python-manhole,,Debugging manhole for python applications.,debugging,20,True,ionelmc/python-manhole,https://github.com/ionelmc/python-manhole,BSD-2-Clause,2013-06-26 21:49:34.000000,2021-12-15 14:34:12.182000,2021-09-15 11:45:37.000000,485.0,,17.0,9.0,44.0,15.0,319.0,2021-04-08 20:14:54.000000,1.8.0,23.0,11.0,6.0,,,manhole,121.0,83.0,https://pypi.org/project/manhole,2021-04-08 20:14:54.000000,38.0,20514.0,20514.0,,,,3.0,,,,,,,,,,,,,,,,,,,
202,pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,,It helps to use fixtures in pytest.mark.parametrize.,testing,20,True,tvorog/pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,MIT,2016-09-29 23:52:48.000000,2021-11-17 16:12:56.000000,2021-11-17 16:10:48.000000,95.0,1.0,15.0,9.0,20.0,20.0,234.0,2020-02-01 18:04:00.000000,0.6.3,12.0,8.0,15.0,conda-forge/pytest-lazy-fixture,['pytest'],pytest-lazy-fixture,571.0,517.0,https://pypi.org/project/pytest-lazy-fixture,2020-02-01 18:04:00.000000,54.0,233670.0,239087.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2020-02-01 18:49:47.818000,308822.0,3.0,-2.0,,,,,,,,,,,,,,,,,,
203,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 13:19:39.000000,71.0,,17.0,4.0,22.0,11.0,152.0,2019-10-22 13:04:22.000000,1.3.1,9.0,7.0,5.0,conda-forge/pytest-datadir,['pytest'],pytest-datadir,547.0,476.0,https://pypi.org/project/pytest-datadir,2019-10-22 13:04:22.000000,71.0,90202.0,91765.0,https://anaconda.org/conda-forge/pytest-datadir,2019-10-23 16:32:51.374000,98497.0,3.0,,,,,,,,,,,,,,,,,,,
204,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 16:34:46.000000,2022-01-13 02:20:29.000000,2021-10-14 20:29:54.000000,188.0,,22.0,7.0,26.0,37.0,119.0,2021-07-03 02:09:02.000000,0.9.3,28.0,6.0,29.0,,['mkdocs'],mkdocs-with-pdf,87.0,87.0,https://pypi.org/project/mkdocs-with-pdf,2021-07-03 02:04:39.000000,,6932.0,6932.0,,,,3.0,,,,,,,,,,,,,,,,,,,
205,flake8-black,https://github.com/peterjc/flake8-black,,flake8 plugin to run black for checking Python coding style.,linters,20,True,peterjc/flake8-black,https://github.com/peterjc/flake8-black,MIT,2019-01-10 14:40:26.000000,2021-12-27 16:27:57.000000,2021-12-27 16:27:57.000000,101.0,4.0,8.0,2.0,23.0,14.0,102.0,2021-07-16 22:59:22.000000,0.2.3,11.0,5.0,7.0,conda-forge/flake8-black,['flake8'],flake8-black,1761.0,1642.0,https://pypi.org/project/flake8-black,2021-07-16 22:59:22.000000,119.0,200927.0,207011.0,https://anaconda.org/conda-forge/flake8-black,2021-07-17 00:37:54.092000,188628.0,3.0,-2.0,,,,,,,,,,,,,,,,,,
206,dodgy,https://github.com/landscapeio/dodgy,,Looks at Python code to search for things which look dodgy such as passwords or diffs.,security,20,True,landscapeio/dodgy,https://github.com/landscapeio/dodgy,MIT,2013-12-25 12:22:20.000000,2021-08-29 14:44:21.000000,2021-03-21 11:36:52.000000,70.0,,19.0,4.0,14.0,3.0,97.0,2019-12-31 16:44:58.000000,0.2.1,10.0,14.0,9.0,conda-forge/dodgy,,dodgy,1778.0,1495.0,https://pypi.org/project/dodgy,2019-12-31 16:44:58.000000,283.0,150670.0,151079.0,https://anaconda.org/conda-forge/dodgy,2020-06-10 17:10:06.579000,26632.0,3.0,,,,,,,,,,,,,,,,,,,
207,flake8-builtins,https://github.com/gforcada/flake8-builtins,,Check for python builtins being used as variables or parameters.,linters,20,True,gforcada/flake8-builtins,https://github.com/gforcada/flake8-builtins,GPL-2.0,2016-03-02 00:26:51.000000,2021-09-21 08:08:53.000000,2021-09-20 15:48:57.000000,221.0,,19.0,2.0,38.0,32.0,76.0,2020-05-14 10:45:01.000000,1.5.3,23.0,15.0,2.0,conda-forge/flake8-builtins,['flake8'],flake8-builtins,3436.0,3137.0,https://pypi.org/project/flake8-builtins,2020-05-14 10:45:01.000000,299.0,325072.0,327213.0,https://anaconda.org/conda-forge/flake8-builtins,2020-05-18 15:22:26.836000,132782.0,3.0,,,,,,,,,,,,,,,,,,,
208,fake2db,https://github.com/emirozer/fake2db,,create custom test databases that are populated with fake data.,testing,19,False,emirozer/fake2db,https://github.com/emirozer/fake2db,GPL-2.0,2014-02-18 19:14:28.000000,2021-12-15 15:44:18.935000,2019-11-25 09:19:00.000000,242.0,,117.0,66.0,29.0,15.0,2116.0,2019-03-09 13:53:12.000000,1.0.0,23.0,18.0,7.0,,,fake2db,19.0,18.0,https://pypi.org/project/fake2db,2018-02-09 15:43:23.000000,1.0,321.0,321.0,,,,3.0,,,,,,,,,,,,,,,,,,,
209,heartrate,https://github.com/alexmojaki/heartrate,,Simple real time visualisation of the execution of a Python program.,profiling,19,True,alexmojaki/heartrate,https://github.com/alexmojaki/heartrate,MIT,2019-04-24 17:02:28.000000,2021-11-13 14:58:19.000000,2021-11-13 14:58:04.000000,27.0,2.0,115.0,30.0,4.0,3.0,1363.0,2021-11-13 14:58:19.000000,0.2.2,4.0,3.0,4.0,,,heartrate,36.0,33.0,https://pypi.org/project/heartrate,2021-11-13 14:58:19.000000,3.0,802.0,802.0,,,,3.0,,,,,,,,,,,,,,,,,,,
210,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 09:40:29.000000,2021-12-04 05:27:25.000000,2021-12-04 05:27:25.000000,357.0,24.0,38.0,17.0,51.0,70.0,968.0,2021-07-02 13:17:04.000000,0.3.1,26.0,28.0,43.0,,,pyflow,1.0,,https://pypi.org/project/pyflow,2021-07-02 13:17:04.000000,1.0,129.0,260.0,,,,3.0,,3808.0,,,,,,,,,,,,,,,,,
211,portray,https://github.com/timothycrosley/portray,,Your Project with Great Documentation.,documentation,19,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 07:59:39.000000,244.0,,58.0,15.0,35.0,29.0,770.0,2021-06-13 08:00:00.000000,1.7.0,28.0,16.0,21.0,,,portray,17.0,,https://pypi.org/project/portray,2021-06-13 08:00:00.000000,17.0,3829.0,3829.0,,,,3.0,,,,,,,,,,,,,,,,,,,
212,python-devtools,https://github.com/samuelcolvin/python-devtools,,Dev tools for python.,logging,19,True,samuelcolvin/python-devtools,https://github.com/samuelcolvin/python-devtools,MIT,2017-08-20 15:30:06.000000,2021-09-29 08:43:45.000000,2021-09-08 10:38:28.000000,98.0,,16.0,7.0,60.0,34.0,452.0,2021-09-29 08:43:45.000000,0.8.0,12.0,7.0,2.0,,,python-devtools,533.0,532.0,https://pypi.org/project/python-devtools,2017-08-21 10:32:25.000000,1.0,435.0,435.0,,,,3.0,,,,,,,,,,,,,,,,,,,
213,assertpy,https://github.com/ActivisionGameScience/assertpy,,Simple assertion library for unit testing in python with a fluent API.,testing,19,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 17:50:10.000000,279.0,,47.0,1.0,,,248.0,,,13.0,10.0,,conda-forge/assertpy,,assertpy,92.0,,https://pypi.org/project/assertpy,2020-07-19 14:39:02.000000,92.0,156871.0,157139.0,https://anaconda.org/conda-forge/assertpy,2020-07-19 15:23:26.710000,13442.0,3.0,-2.0,,,,,,,,,,,,,,,,,,
214,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 21:35:40.000000,368.0,,33.0,4.0,68.0,,224.0,2021-01-11 18:40:32.000000,0.9.0,28.0,16.0,4.0,,['flake8'],flakehell,12.0,,https://pypi.org/project/flakehell,2021-01-11 18:40:32.000000,12.0,31418.0,31420.0,,,,3.0,,57.0,,,,,,,,,,,,,,,,,
215,pandas-vet,https://github.com/deppen8/pandas-vet,,A plugin for Flake8 that checks pandas code.,linters,19,True,deppen8/pandas-vet,https://github.com/deppen8/pandas-vet,MIT,2019-02-25 05:19:51.000000,2021-11-05 15:32:59.000000,2021-03-03 04:44:57.000000,179.0,,15.0,6.0,67.0,29.0,124.0,2020-02-01 05:12:09.000000,0.2.2,6.0,10.0,21.0,conda-forge/pandas-vet,['flake8'],pandas-vet,61.0,58.0,https://pypi.org/project/pandas-vet,2020-02-01 05:12:09.000000,3.0,4931.0,5172.0,https://anaconda.org/conda-forge/pandas-vet,2020-02-01 05:31:32.445000,7930.0,3.0,,39.0,,,,,,,,,,,,,,,,,
216,sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,,sphinx builder that outputs markdown files.,documentation,19,True,codejamninja/sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,MIT,2018-11-11 00:07:58.000000,2022-01-08 15:31:25.000000,2022-01-08 15:29:29.000000,100.0,1.0,32.0,5.0,24.0,16.0,118.0,2019-12-23 17:05:52.000000,0.5.4,23.0,17.0,18.0,,['sphinx'],sphinx-markdown-builder,258.0,206.0,https://pypi.org/project/sphinx-markdown-builder,2022-01-08 15:31:25.000000,52.0,25125.0,25125.0,,,,3.0,-2.0,,,,,,,clayrisser/sphinx-markdown-builder,,,,,,,,,,,
217,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 09:49:24.000000,2022-01-12 06:32:43.000000,2022-01-12 06:32:42.000000,403.0,3.0,13.0,3.0,123.0,66.0,116.0,2021-09-14 09:33:27.000000,0.9.2,33.0,13.0,10.0,,,unimport,17.0,17.0,https://pypi.org/project/unimport,2021-09-14 09:33:27.000000,,3542.0,3542.0,,,,3.0,,,,,,,,,,,,,,,,,,,
218,flake8-mypy,https://github.com/ambv/flake8-mypy,,A plugin for flake8 integrating Mypy.,linters,19,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 16:51:00.000000,50.0,,15.0,4.0,13.0,3.0,103.0,2017-08-31 23:17:01.000000,17.8.0,6.0,8.0,19.0,,['flake8'],flake8-mypy,904.0,794.0,https://pypi.org/project/flake8-mypy,2017-08-31 23:17:01.000000,110.0,33546.0,33546.0,,,,3.0,,,,,,,,,,,,,,,,,,,
219,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 15:53:36.000000,2021-10-27 13:22:05.000000,2021-10-27 13:11:03.000000,214.0,13.0,6.0,2.0,4.0,14.0,79.0,2021-10-27 13:15:42.000000,0.12.0,14.0,8.0,19.0,,,dlint,29.0,,https://pypi.org/project/dlint,2021-10-27 13:15:42.000000,29.0,82175.0,82175.0,,,,3.0,,,,,,,,,,,,,,,,,,,
220,pylint-flask,https://github.com/jschaf/pylint-flask,,A Pylint plugin to analyze Flask applications.,linters,19,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 19:35:23.000000,40.0,,9.0,5.0,8.0,5.0,59.0,,,5.0,7.0,5.0,conda-forge/pylint-flask,['pylint'],pylint-flask,5980.0,5625.0,https://pypi.org/project/pylint-flask,2019-01-30 19:26:02.000000,355.0,163074.0,163899.0,https://anaconda.org/conda-forge/pylint-flask,2019-02-02 18:28:49.934000,53661.0,3.0,,,,,,,,,,,,,,,,,,,
221,mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,,"MkDocs Plugin that adds an additional page that combines all pages, allowing easy exports to PDF and standalone HTML.",documentation,19,False,timvink/mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,MIT,2020-08-15 12:02:33.000000,2022-01-12 13:50:53.000000,2022-01-12 13:50:34.000000,200.0,16.0,6.0,1.0,3.0,58.0,30.0,2022-01-12 13:28:39.000000,2.2.3,32.0,1.0,2.0,,['mkdocs'],mkdocs-print-site-plugin,64.0,61.0,https://pypi.org/project/mkdocs-print-site-plugin,2022-01-12 13:28:39.000000,3.0,3959.0,3959.0,,,,3.0,,,,,,,,,,,,,,,,,,,
222,vex,https://github.com/sashahart/vex,,Run a command in the named virtualenv.,virtual-envs,18,False,sashahart/vex,https://github.com/sashahart/vex,MIT,2014-05-09 03:20:02.000000,2021-10-30 20:12:27.000000,2019-05-10 19:18:48.000000,200.0,,25.0,13.0,24.0,40.0,371.0,2019-05-10 19:21:38.000000,0.0.19,18.0,3.0,2.0,,,vex,33.0,23.0,https://pypi.org/project/vex,2019-05-10 19:21:38.000000,10.0,794.0,794.0,,,,3.0,,,,,,,,,,,,,,,,,,,
223,pytest-docker,https://github.com/avast/pytest-docker,,Docker-based integration tests.,testing,18,True,avast/pytest-docker,https://github.com/avast/pytest-docker,MIT,2017-03-07 04:51:13.000000,2021-10-20 17:40:15.000000,2021-06-14 12:23:20.000000,60.0,,42.0,8.0,40.0,16.0,258.0,2021-06-14 12:12:56.000000,0.10.3,15.0,11.0,17.0,,['pytest'],pytest-docker,23.0,,https://pypi.org/project/pytest-docker,2021-06-14 12:09:30.000000,23.0,52535.0,52538.0,,,,3.0,,83.0,,,,,,,,,,,,,,,,,
224,imhotep,https://github.com/justinabrahms/imhotep,,A static-analysis bot for Github.,linters,18,True,justinabrahms/imhotep,https://github.com/justinabrahms/imhotep,MIT,2012-12-17 01:26:32.000000,2021-12-14 22:36:10.000000,2021-10-01 21:06:26.000000,358.0,,37.0,6.0,63.0,23.0,217.0,2016-09-18 21:57:32.000000,1.1.0,9.0,16.0,23.0,,,imhotep,14.0,9.0,https://pypi.org/project/imhotep,2016-09-18 21:57:32.000000,5.0,46.0,46.0,,,,3.0,,,,,,,,,,,,,,,,,,,
225,eradicate,https://github.com/myint/eradicate,,Removes commented-out code from Python files.,refactoring,18,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 09:23:01.000000,164.0,,20.0,3.0,12.0,13.0,120.0,2020-10-01 09:33:03.000000,2.0.0,16.0,7.0,6.0,,,eradicate,89.0,,https://pypi.org/project/eradicate,2020-10-01 09:33:03.000000,89.0,230723.0,230723.0,,,,3.0,,,,,,,,,,,,,,,,,,,
226,flake8-bandit,https://github.com/tylerwince/flake8-bandit,,Automated security testing using bandit and flake8.,linters,18,False,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 05:51:08.000000,44.0,,16.0,4.0,8.0,8.0,65.0,2019-10-08 03:58:31.000000,2.1.2,11.0,5.0,4.0,,['flake8'],flake8-bandit,96.0,,https://pypi.org/project/flake8-bandit,2019-10-08 03:58:31.000000,96.0,336004.0,336004.0,,,,3.0,,,,,,,,,,,,,,,,,,,
227,unify,https://github.com/myint/unify,,Modifies strings to all use the same quote where possible.,refactoring,18,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 13:44:00.000000,69.0,,12.0,7.0,9.0,3.0,64.0,2013-06-22 15:34:37.000000,0.1.5,10.0,5.0,10.0,,,unify,396.0,360.0,https://pypi.org/project/unify,2019-08-07 13:46:09.000000,36.0,56192.0,56192.0,,,,3.0,,,,,,,,,,,,,,,,,,,
228,pip-run,https://github.com/jaraco/pip-run,,pip-run - dynamic dependency loader for Python.,dependency-managers,18,True,jaraco/pip-run,https://github.com/jaraco/pip-run,MIT,2016-01-25 01:59:13.000000,2022-01-08 03:58:55.000000,2022-01-08 03:54:45.000000,556.0,14.0,10.0,5.0,13.0,40.0,62.0,2022-01-08 03:59:06.000000,8.7.2,28.0,11.0,3.0,,,pip-run,1.0,,https://pypi.org/project/pip-run,2022-01-08 03:58:55.000000,1.0,5969.0,5969.0,,,,3.0,,,,,,,,,,,,,,,,,,,
229,mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,,MkDocs plugin for setting revision date from git per markdown file.,documentation,18,False,zhaoterryy/mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,MIT,2018-12-03 04:29:33.000000,2020-10-16 02:02:54.000000,2020-10-16 01:58:36.000000,24.0,,5.0,4.0,7.0,9.0,39.0,2020-10-16 02:02:42.000000,0.3.1,8.0,6.0,2.0,,['mkdocs'],mkdocs-git-revision-date-plugin,428.0,414.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,2020-10-16 02:02:18.000000,14.0,19154.0,19154.0,,,,3.0,,,,,,,,,,,,,,,,,,,
230,pyheat,https://github.com/csurfer/pyheat,,pprofile + matplotlib = Python program profiled as an awesome heatmap!.,profiling,17,True,csurfer/pyheat,https://github.com/csurfer/pyheat,MIT,2017-02-04 22:56:02.000000,2021-09-18 20:16:24.000000,2021-09-18 20:16:24.000000,55.0,,38.0,13.0,6.0,9.0,701.0,2018-12-06 03:59:34.000000,0.0.6,6.0,5.0,4.0,,,py-heat,39.0,33.0,https://pypi.org/project/py-heat,2018-12-06 03:59:34.000000,6.0,1847.0,1847.0,,,,3.0,,,,,,,,,,,,,,,,,,,
231,pynt,https://github.com/rags/pynt,,A pynt of Python build.,build-tools,17,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 19:05:46.000000,128.0,,18.0,11.0,9.0,13.0,149.0,2018-06-24 06:23:48.000000,0.8.2,7.0,9.0,5.0,,,pynt,104.0,76.0,https://pypi.org/project/pynt,2018-06-24 06:23:48.000000,28.0,4641.0,4641.0,,,,3.0,,,,,,,,,,,,,,,,,,,
232,pyformat,https://github.com/myint/pyformat,,Formats Python code to follow a consistent style.,formatters,17,False,myint/pyformat,https://github.com/myint/pyformat,Saxpath,2013-03-24 21:45:30.000000,2021-10-29 14:54:42.000000,2019-05-24 17:17:56.000000,199.0,,7.0,7.0,6.0,3.0,84.0,2014-09-07 13:57:37.000000,0.5.7,23.0,3.0,3.0,,,pyformat,151.0,126.0,https://pypi.org/project/pyformat,2017-01-04 02:31:11.000000,25.0,13927.0,13927.0,,,,3.0,,,,,,,,,,,,,,,,,,,
233,lazydocs,https://github.com/ml-tooling/lazydocs,,Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx.,documentation,17,True,ml-tooling/lazydocs,https://github.com/ml-tooling/lazydocs,MIT,2020-11-10 00:31:46.000000,2021-12-15 19:29:09.000000,2021-08-20 18:28:32.000000,147.0,,16.0,5.0,22.0,4.0,60.0,2021-07-27 09:00:22.000000,0.4.8,18.0,7.0,7.0,,,lazydocs,69.0,57.0,https://pypi.org/project/lazydocs,2021-07-27 08:05:42.000000,12.0,1338.0,1338.0,,,,3.0,,,,,,,,,,,,,,,,,,,
234,yala,https://github.com/cemsbr/yala,,Yet Another Linter Aggregator.,linters,17,False,cemsbr/yala,https://github.com/cemsbr/yala,MIT,2017-06-02 22:45:50.000000,2021-11-15 05:53:09.000000,2021-11-15 05:05:03.000000,193.0,28.0,5.0,2.0,132.0,11.0,13.0,2021-11-15 05:07:43.000000,3.1.0,28.0,4.0,1.0,,"['flake8', 'pylint']",yala,53.0,43.0,https://pypi.org/project/yala,2021-11-15 05:05:38.000000,10.0,1040.0,1040.0,,,,3.0,,,,,,,,,,,,,,,,,,,
235,pyenv-installer,https://github.com/pyenv/pyenv-installer,,This tool is used to install `pyenv` and friends.,virtual-envs,16,True,pyenv/pyenv-installer,https://github.com/pyenv/pyenv-installer,MIT,2013-06-01 03:48:07.000000,2021-12-16 16:46:37.000000,2021-08-27 04:13:02.000000,138.0,,321.0,67.0,51.0,64.0,3027.0,,,,33.0,5.0,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,
236,dh-virtualenv,https://github.com/spotify/dh-virtualenv,,Python virtualenvs in Debian packages.,virtual-envs,16,True,spotify/dh-virtualenv,https://github.com/spotify/dh-virtualenv,GPL-2.0,2013-10-09 19:03:43.000000,2021-11-10 20:28:36.000000,2021-11-10 20:28:36.000000,414.0,1.0,163.0,41.0,149.0,170.0,1508.0,,,,58.0,24.0,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,
237,pytest-plugins,https://github.com/man-group/pytest-plugins,,A grab-bag of nifty pytest plugins.,testing,16,True,man-group/pytest-plugins,https://github.com/man-group/pytest-plugins,MIT,2015-08-14 07:52:32.000000,2021-11-19 17:34:24.000000,2021-11-19 17:34:24.000000,778.0,21.0,60.0,22.0,101.0,58.0,403.0,,,,57.0,45.0,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,
238,bellybutton,https://github.com/hchasestevens/bellybutton,,Custom Python linting through AST expressions.,linters,16,True,hchasestevens/bellybutton,https://github.com/hchasestevens/bellybutton,MIT,2018-02-17 06:31:44.000000,2021-07-15 00:42:03.000000,2021-07-15 00:42:02.000000,33.0,,11.0,4.0,18.0,6.0,227.0,2020-11-27 21:20:22.000000,0.3.1,11.0,5.0,8.0,,,bellybutton,16.0,15.0,https://pypi.org/project/bellybutton,2020-11-27 21:20:22.000000,1.0,5522.0,5522.0,,,,3.0,,,,,,,,,,,,,,,,,,,
239,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 07:54:58.000000,2021-12-29 14:35:22.999000,2021-12-29 00:19:13.000000,101.0,1.0,17.0,4.0,23.0,8.0,122.0,2021-12-29 00:30:49.000000,21.12.0,11.0,8.0,7.0,conda-forge/retype,,retype,18.0,,https://pypi.org/project/retype,2021-12-29 00:30:49.000000,18.0,965.0,1288.0,https://anaconda.org/conda-forge/retype,2021-12-29 14:35:22.999000,15521.0,3.0,,,,,,,,,,,,,,,,,,,
240,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 11:57:28.000000,382.0,,3.0,8.0,62.0,24.0,65.0,2019-06-12 11:59:29.000000,2.3.1,23.0,3.0,5.0,,['pytest'],pytest-play,31.0,21.0,https://pypi.org/project/pytest-play,2019-06-12 11:59:29.000000,10.0,505.0,505.0,,,,3.0,,,,,,,,,,,,,,,,,,,
241,universal-build,https://github.com/ml-tooling/universal-build,,Universal build utilities for containerized build pipelines.,build-tools,16,True,ml-tooling/universal-build,https://github.com/ml-tooling/universal-build,MIT,2020-10-19 14:57:21.000000,2021-11-17 17:00:05.000000,2021-11-17 17:00:05.000000,394.0,9.0,5.0,4.0,32.0,3.0,14.0,2021-11-17 16:59:34.000000,0.6.18,40.0,4.0,,,,universal-build,12.0,7.0,https://pypi.org/project/universal-build,2020-12-12 13:21:08.000000,5.0,372.0,373.0,,,,3.0,,16.0,,,,,,,,,,,,,,,,,
242,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 19:24:44.000000,80.0,,12.0,4.0,18.0,13.0,365.0,2018-12-14 18:07:29.000000,0.3.1,12.0,12.0,7.0,,,tbvaccine,9.0,9.0,https://pypi.org/project/tbvaccine,2018-12-14 18:07:29.000000,,2193.0,2193.0,,,,3.0,,,,,,,,,,,,,,,,,,,
243,pycycle,https://github.com/bndr/pycycle,,Tool for pinpointing circular imports in Python. Find cyclic imports in any project.,linters,15,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 18:07:04.000000,26.0,,15.0,5.0,5.0,1.0,295.0,2017-02-13 18:07:58.000000,0.0.8,8.0,2.0,14.0,,,pycycle,55.0,48.0,https://pypi.org/project/pycycle,2017-02-13 18:07:58.000000,7.0,1254.0,1254.0,,,,3.0,,,,,,,,,,,,,,,,,,,
244,pep8ify,https://github.com/spulec/pep8ify,,A library that modifies python source code to conform to pep8.,refactoring,15,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 20:36:38.000000,154.0,,12.0,5.0,7.0,12.0,116.0,2014-10-24 20:36:57.000000,0.0.13,13.0,6.0,6.0,,,pep8ify,55.0,36.0,https://pypi.org/project/pep8ify,2014-10-24 20:36:57.000000,19.0,120.0,120.0,,,,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 07:17:02.000000,2021-08-21 14:47:42.000000,2021-08-21 14:47:42.000000,31.0,,7.0,7.0,21.0,15.0,103.0,2021-08-21 09:01:26.000000,0.3.0,3.0,4.0,5.0,,,com2ann,8.0,7.0,https://pypi.org/project/com2ann,2021-08-21 09:01:26.000000,1.0,3659.0,3659.0,,,,3.0,,,,,,,,,,,,,,,,,,,
246,massedit,https://github.com/elmotec/massedit,,Programmatically edit text files with Python. Useful for source to source transformations.,refactoring,15,False,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 02:11:17.000000,178.0,,14.0,6.0,7.0,5.0,95.0,2020-12-23 02:19:02.000000,0.69.1,15.0,6.0,3.0,,,massedit,6.0,,https://pypi.org/project/massedit,2020-12-23 02:12:33.000000,6.0,1388.0,1388.0,,,,3.0,,17.0,,,,,,,,,,,,,,,,,
247,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,14,False,google/subpar,https://github.com/google/subpar,Apache-2.0,2016-08-03 20:11:35.000000,2021-11-29 00:52:40.000000,2019-08-15 01:37:08.000000,93.0,,62.0,20.0,72.0,30.0,509.0,2019-05-14 20:14:05.000000,2.0.0,5.0,14.0,33.0,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,
248,mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,,A tool that allows for versioning sites built with mkdocs.,documentation,14,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 15:51:53.000000,133.0,,7.0,4.0,39.0,22.0,39.0,2021-02-11 10:24:35.000000,0.4.0,6.0,5.0,3.0,,['mkdocs'],mkdocs-versioning,,,https://pypi.org/project/mkdocs-versioning,2021-02-11 10:24:35.000000,,3318.0,3318.0,,,,3.0,,,,,,,,,,,,,,,,,,,
249,linty_fresh,https://github.com/lyft/linty_fresh,,Surface lint errors during code review.,linters,13,False,lyft/linty_fresh,https://github.com/lyft/linty_fresh,Apache-2.0,2015-12-19 02:37:26.000000,2021-09-14 16:38:07.000000,2020-11-30 22:18:53.000000,53.0,,21.0,21.0,61.0,1.0,183.0,2018-12-12 19:47:05.000000,0.7.0,10.0,17.0,8.0,,"['flake8', 'mypy']",linty-fresh,,,https://pypi.org/project/linty-fresh,2018-12-12 19:47:05.000000,,36.0,36.0,,,,3.0,,,,,,,,,,,,,,,,,,,
250,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 21:27:52.000000,20.0,,165.0,77.0,4.0,15.0,2453.0,,,,3.0,10.0,,,,,,,,,,,,,,3.0,,,,,,,,,,,,,,,,,,,
251,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 17:14:01.000000,78.0,,2.0,8.0,1.0,11.0,145.0,2019-07-10 16:08:05.000000,1.0.0,9.0,2.0,3.0,,,cohesion,7.0,,https://pypi.org/project/cohesion,2019-07-10 16:08:05.000000,7.0,1282.0,1282.0,,,,3.0,,,,,,,,,,,,,,,,,,,
252,pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,,A PipEnv Environment Switcher.,virtual-envs,12,False,gtalarico/pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,MIT,2018-05-02 03:56:41.000000,2021-06-01 22:15:42.000000,2019-06-27 03:42:48.000000,285.0,,11.0,4.0,19.0,10.0,128.0,2018-11-08 03:05:43.000000,0.7.1,25.0,5.0,7.0,,,pipenv-pipes,,,https://pypi.org/project/pipenv-pipes,2018-11-08 03:05:43.000000,,92.0,92.0,,,,3.0,,,,,,,,,,,,,,,,,,,
253,pyship,https://github.com/jamesabel/pyship,,pyship - ship Python desktop apps to end users.,packaging,9,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 04:33:22.000000,279.0,,,2.0,3.0,,15.0,2021-06-09 04:34:00.000000,0.1.5,17.0,,4.0,,,pyship,,,https://pypi.org/project/pyship,2021-06-09 04:34:00.000000,,28.0,28.0,,,,3.0,,,,,,,,,,,,,,,,,,,
1 name homepage resource description category projectrank show github_id github_url license created_at updated_at last_commit_pushed_at commit_count recent_commit_count fork_count watchers_count pr_count closed_issue_count star_count latest_stable_release_published_at latest_stable_release_number release_count contributor_count open_issue_count conda_id labels pypi_id 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 trending github_release_downloads dockerhub_id dockerhub_url dockerhub_latest_release_published_at dockerhub_stars dockerhub_pulls updated_github_id npm_id npm_url npm_latest_release_published_at npm_dependent_project_count npm_monthly_downloads cargo_id cargo_url cargo_latest_release_published_at cargo_monthly_downloads cargo_total_downloads conda_forge
2 0 Python.org Packaging https://packaging.python.org/overview/ True An Overview of Packaging for Python. packaging 0 True
3 1 best-of-web-python - Testing https://github.com/ml-tooling/best-of-web-python True Testing libraries & tools for python web frameworks. testing 0 True ml-tooling/best-of-web-python https://github.com/ml-tooling/best-of-web-python CC-BY-SA-4.0 2021-01-05 13:09:27.000000 2022-01-11 04:16:58.000000 2022-01-11 04:16:58.000000 100.0 18.0 91.0 49.0 65.0 2.0 1406.0 2022-01-06 18:53:44.000000 2022.01.06 29.0 7.0 4.0
4 2 unittest https://docs.python.org/3/library/unittest.html True Unittest is a test framework included in the Python standard library. testing 0 True
5 3 pytest https://github.com/pytest-dev/pytest The pytest framework makes it easy to write small tests, yet scales to support complex functional testing. testing 47 True pytest-dev/pytest https://github.com/pytest-dev/pytest MIT 2015-06-15 20:28:27.000000 2022-01-12 17:43:46.000000 2022-01-12 08:38:14.000000 14234.0 231.0 1930.0 193.0 4378.0 4080.0 8139.0 2021-12-07 08:35:24.000000 7.0.0rc1 149.0 763.0 726.0 conda-forge/pytest ['pytest'] pytest 504956.0 424716.0 https://pypi.org/project/pytest 2021-12-07 08:34:56.000000 80240.0 28612613.0 28778979.0 https://anaconda.org/conda-forge/pytest 2022-01-07 13:25:59.784000 10980178.0 1.0 11.0
6 4 pip https://github.com/pypa/pip The Python package installer. dependency-managers 45 True pypa/pip https://github.com/pypa/pip MIT 2011-03-06 14:30:46.000000 2022-01-13 14:07:03.000000 2021-12-21 23:56:51.000000 12604.0 162.0 2436.0 291.0 4715.0 5159.0 7659.0 2021-10-22 15:57:09.000000 21.3.1 113.0 649.0 911.0 conda-forge/pip pip 79689.0 69214.0 https://pypi.org/project/pip 2021-10-22 15:57:09.000000 10475.0 74197682.0 74638356.0 https://anaconda.org/conda-forge/pip 2021-10-22 18:02:50.098000 29084495.0 1.0 10.0
7 5 setuptools https://github.com/pypa/setuptools Official project repository for the Setuptools build system. build-tools 45 True pypa/setuptools https://github.com/pypa/setuptools MIT 2016-03-29 14:02:33.000000 2022-01-13 10:24:54.000000 2022-01-11 22:27:39.000000 11564.0 430.0 813.0 79.0 1018.0 1453.0 1515.0 2022-01-08 21:36:54.000000 60.5.0 471.0 477.0 480.0 conda-forge/setuptools setuptools 169526.0 133971.0 https://pypi.org/project/setuptools 2022-01-08 21:36:47.000000 35555.0 182799501.0 183275120.0 https://anaconda.org/conda-forge/setuptools 2022-01-09 04:16:26.090000 31390820.0 1.0 10.0 113.0
8 6 sphinx https://github.com/sphinx-doc/sphinx Main repository for the Sphinx documentation builder. documentation 44 True sphinx-doc/sphinx https://github.com/sphinx-doc/sphinx BSD-3-Clause 2015-01-02 10:53:28.000000 2022-01-13 13:58:18.000000 2022-01-13 09:45:34.000000 18630.0 369.0 1613.0 130.0 4302.0 4894.0 4362.0 2021-12-19 08:38:40.000000 4.3.2 161.0 705.0 958.0 conda-forge/sphinx ['sphinx'] sphinx 234104.0 175354.0 https://pypi.org/project/sphinx 2021-12-19 08:38:40.000000 58750.0 3837745.0 3907988.0 https://anaconda.org/conda-forge/sphinx 2021-12-19 10:43:41.256000 4565811.0 1.0
9 7 black https://github.com/psf/black The uncompromising Python code formatter. formatters 43 True psf/black https://github.com/psf/black MIT 2018-03-14 19:54:45.000000 2022-01-13 03:40:02.000000 2022-01-11 22:37:07.000000 1210.0 99.0 1537.0 203.0 962.0 1447.0 24280.0 2021-12-05 22:41:43.000000 21.12b0 37.0 294.0 350.0 conda-forge/black black 113857.0 107346.0 https://pypi.org/project/black 2021-12-05 22:42:08.000000 6511.0 8717557.0 8780104.0 https://anaconda.org/conda-forge/black 2021-12-13 14:19:25.118000 2726638.0 1.0 9.0 19675.0
10 8 pipenv https://github.com/pypa/pipenv Python Development Workflow for Humans. virtual-envs 43 True pypa/pipenv https://github.com/pypa/pipenv MIT 2017-01-20 00:44:02.000000 2022-01-13 12:03:09.000000 2022-01-13 08:54:09.000000 7256.0 140.0 1700.0 365.0 1353.0 3033.0 22573.0 2022-01-08 15:34:11.000000 2022.1.8 304.0 400.0 559.0 conda-forge/pipenv pipenv 25450.0 24213.0 https://pypi.org/project/pipenv 2022-01-08 15:34:11.000000 1237.0 3644399.0 3646105.0 https://anaconda.org/conda-forge/pipenv 2022-01-08 20:44:18.377000 46078.0 1.0
11 9 mypy https://github.com/python/mypy Optional static typing for Python. linters 43 True python/mypy https://github.com/python/mypy MIT 2012-12-07 13:30:23.000000 2022-01-13 12:11:53.000000 2022-01-13 07:02:29.000000 10010.0 207.0 2023.0 208.0 4812.0 5145.0 12129.0 87.0 528.0 2082.0 conda-forge/mypy mypy 60964.0 55548.0 https://pypi.org/project/mypy 2022-01-07 17:03:15.000000 5416.0 6908349.0 6939304.0 https://anaconda.org/conda-forge/mypy 2022-01-11 06:15:23.330000 1547773.0 1.0
12 10 psutil https://github.com/giampaolo/psutil Cross-platform lib for process and system monitoring in Python. profiling 43 True giampaolo/psutil https://github.com/giampaolo/psutil BSD-3-Clause 2014-05-23 14:01:48.000000 2022-01-08 10:57:20.000000 2022-01-08 10:57:09.000000 5748.0 30.0 1188.0 229.0 539.0 1321.0 8000.0 2021-12-29 21:26:19.000000 5.9.0 84.0 173.0 210.0 conda-forge/psutil psutil 144457.0 129058.0 https://pypi.org/project/psutil 2021-12-29 21:26:19.000000 15399.0 32144857.0 32283557.0 https://anaconda.org/conda-forge/psutil 2021-12-30 18:15:13.024000 9570354.0 1.0
13 11 mkdocs https://github.com/mkdocs/mkdocs Project documentation with Markdown. documentation 41 True mkdocs/mkdocs https://github.com/mkdocs/mkdocs BSD-2-Clause 2014-01-11 21:05:21.000000 2022-01-08 21:08:11.000000 2022-01-08 21:08:11.000000 1623.0 27.0 1836.0 228.0 990.0 1521.0 13460.0 2021-10-12 21:59:03.000000 1.2.3 49.0 209.0 111.0 conda-forge/mkdocs ['mkdocs'] mkdocs 21032.0 17505.0 https://pypi.org/project/mkdocs 2021-12-15 14:53:23.599000 3527.0 645911.0 648251.0 https://anaconda.org/conda-forge/mkdocs 2021-10-13 01:18:18.279000 161495.0 1.0
14 12 robotframework https://github.com/robotframework/robotframework Generic automation framework for acceptance testing and RPA. testing 41 True robotframework/robotframework https://github.com/robotframework/robotframework Apache-2.0 2014-06-27 11:10:38.000000 2022-01-12 21:00:07.000000 2022-01-12 21:00:01.000000 13226.0 173.0 1833.0 469.0 507.0 3493.0 6592.0 2021-12-15 19:00:16.000000 4.1.3 81.0 153.0 221.0 conda-forge/robotframework robotframework 5791.0 4777.0 https://pypi.org/project/robotframework 2021-12-15 18:57:24.000000 1014.0 749882.0 751345.0 https://anaconda.org/conda-forge/robotframework 2021-12-15 22:28:24.922000 70009.0 1.0 514.0
15 13 jedi https://github.com/davidhalter/jedi Awesome autocompletion, static analysis and refactoring library for python. refactoring 41 True davidhalter/jedi https://github.com/davidhalter/jedi MIT 2012-02-19 23:12:30.000000 2021-12-26 08:38:29.000000 2021-12-25 13:08:44.000000 8262.0 31.0 460.0 114.0 552.0 1247.0 5045.0 2021-11-17 00:47:47.000000 0.18.1 31.0 149.0 27.0 conda-forge/jedi jedi 180267.0 172008.0 https://pypi.org/project/jedi 2021-11-17 00:47:47.000000 8259.0 15838681.0 15955719.0 https://anaconda.org/conda-forge/jedi 2021-11-17 19:12:02.897000 7373451.0 1.0
16 14 flake8 https://github.com/PyCQA/flake8 Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelders McCabe script. linters 41 True PyCQA/flake8 https://github.com/PyCQA/flake8 MIT 2014-09-13 17:06:24.000000 2022-01-11 01:17:03.000000 2022-01-11 01:17:02.000000 2142.0 116.0 185.0 29.0 175.0 1311.0 1730.0 2021-10-11 12:42:47.000000 4.0.1 81.0 159.0 39.0 conda-forge/flake8 flake8 258949.0 218431.0 https://pypi.org/project/flake8 2021-10-11 12:42:47.000000 40518.0 11288573.0 11341107.0 https://anaconda.org/conda-forge/flake8 2021-11-02 21:24:52.298000 3519823.0 1.0
17 15 tqdm https://github.com/tqdm/tqdm A Fast, Extensible Progress Bar for Python and CLI. logging 40 True tqdm/tqdm https://github.com/tqdm/tqdm MPL-2.0 2015-06-03 13:13:14.000000 2022-01-11 22:21:32.000000 2021-09-20 16:15:31.000000 1889.0 1054.0 199.0 453.0 541.0 20852.0 2021-09-20 15:24:06.000000 4.62.3 125.0 107.0 327.0 conda-forge/tqdm tqdm 259465.0 238849.0 https://pypi.org/project/tqdm 2021-12-15 16:50:56.695000 20616.0 26917274.0 27056083.0 https://anaconda.org/conda-forge/tqdm 2021-09-20 17:51:38.361000 9288891.0 1.0 8132.0 tqdm/tqdm https://hub.docker.com/r/tqdm/tqdm 2021-10-30 01:39:15.438974 2.0 3957.0
18 16 mkdocs-material https://github.com/squidfunk/mkdocs-material Technical documentation that just works. documentation 40 True squidfunk/mkdocs-material https://github.com/squidfunk/mkdocs-material MIT 2016-01-28 22:09:23.000000 2022-01-12 21:20:50.000000 2022-01-12 21:19:48.000000 3955.0 286.0 1960.0 86.0 1716.0 1246.0 8469.0 2022-01-11 09:24:23.000000 8.1.6 236.0 141.0 7.0 conda-forge/mkdocs-material ['mkdocs'] mkdocs-material 11664.0 10576.0 https://pypi.org/project/mkdocs-material 2022-01-11 09:24:23.000000 1088.0 659207.0 661646.0 https://anaconda.org/conda-forge/mkdocs-material 2022-01-11 15:10:33.074000 78048.0 1.0
19 17 isort https://github.com/PyCQA/isort A Python utility / library to sort imports. formatters 40 True PyCQA/isort https://github.com/PyCQA/isort MIT 2013-09-02 22:22:53.000000 2022-01-07 06:54:34.000000 2022-01-07 06:54:33.000000 3876.0 57.0 432.0 39.0 835.0 1004.0 4437.0 2021-11-09 05:43:22.000000 5.10.1 132.0 254.0 37.0 conda-forge/isort isort 227358.0 213052.0 https://pypi.org/project/isort 2021-11-09 05:42:44.000000 14306.0 13828941.0 13869922.0 https://anaconda.org/conda-forge/isort 2021-11-09 08:52:00.919000 2704792.0 2.0
20 18 virtualenv https://github.com/pypa/virtualenv Virtual Python Environment builder. virtual-envs 40 True pypa/virtualenv https://github.com/pypa/virtualenv MIT 2011-03-06 14:33:27.000000 2022-01-05 08:32:48.000000 2022-01-03 18:47:29.000000 501.0 55.0 924.0 156.0 1074.0 1134.0 4035.0 2022-01-02 15:54:47.000000 20.13.0 179.0 223.0 63.0 conda-forge/virtualenv virtualenv 17648.0 https://pypi.org/project/virtualenv 2022-01-02 15:54:47.000000 17648.0 20381717.0 20405988.0 https://anaconda.org/conda-forge/virtualenv 2021-11-02 07:32:46.596000 1407742.0 2.0
21 19 pylint https://github.com/PyCQA/pylint Its not just a linter that annoys you!. linters 40 True PyCQA/pylint https://github.com/PyCQA/pylint GPL-2.0 2015-12-09 05:40:02.000000 2022-01-13 14:05:08.000000 2022-01-13 11:26:08.000000 6292.0 333.0 802.0 75.0 1799.0 3138.0 3759.0 2021-12-03 17:31:36.000000 2.12.2 132.0 435.0 771.0 conda-forge/pylint pylint 20833.0 https://pypi.org/project/pylint 2021-12-03 17:31:36.000000 20833.0 7810276.0 7848740.0 https://anaconda.org/conda-forge/pylint 2021-12-03 20:37:10.043000 2500216.0 1.0
22 20 rich https://github.com/Textualize/rich Rich is a Python library for rich text and beautiful formatting in the terminal. logging 39 True willmcgugan/rich https://github.com/Textualize/rich MIT 2019-11-10 15:28:09.000000 2022-01-13 14:55:58.000000 2022-01-09 10:34:27.000000 2614.0 277.0 1045.0 518.0 550.0 614.0 32236.0 2022-01-09 10:38:06.000000 11.0.0 151.0 144.0 21.0 conda-forge/rich rich 11591.0 10294.0 https://pypi.org/project/rich 2022-01-09 10:34:53.000000 1297.0 2668141.0 2699777.0 https://anaconda.org/conda-forge/rich 2022-01-09 13:49:50.650000 569458.0 1.0 Textualize/rich
23 21 poetry https://github.com/python-poetry/poetry Python dependency management and packaging made easy. dependency-managers 39 True python-poetry/poetry https://github.com/python-poetry/poetry MIT 2018-02-28 15:23:47.000000 2022-01-11 10:26:01.000000 2022-01-11 09:23:09.000000 2001.0 116.0 1461.0 164.0 1419.0 2328.0 17834.0 2021-11-28 06:15:58.000000 1.1.12 142.0 320.0 1252.0 conda-forge/poetry poetry 113.0 https://pypi.org/project/poetry 2021-11-28 06:15:58.000000 113.0 4013408.0 4243859.0 https://anaconda.org/conda-forge/poetry 2021-12-14 16:53:47.809000 352943.0 2.0 10173561.0
24 22 hypothesis https://github.com/HypothesisWorks/hypothesis Hypothesis is a powerful, flexible, and easy to use library for property-based testing. testing 39 True HypothesisWorks/hypothesis https://github.com/HypothesisWorks/hypothesis MPL-2.0 2013-03-10 13:51:19.000000 2022-01-12 12:40:09.000000 2022-01-08 14:59:57.000000 11310.0 286.0 479.0 65.0 2011.0 1147.0 5607.0 2022-01-08 15:00:19.000000 hypothesis-python-6.35.0 919.0 255.0 55.0 conda-forge/hypothesis hypothesis 12832.0 10974.0 https://pypi.org/project/hypothesis 2022-01-08 15:00:02.000000 1858.0 1819917.0 1897900.0 https://anaconda.org/conda-forge/hypothesis 2022-01-08 19:15:47.070000 5146907.0 1.0
25 23 conda https://github.com/conda/conda OS-agnostic, system-level binary package manager and ecosystem. dependency-managers 39 True conda/conda https://github.com/conda/conda BSD-3-Clause 2012-10-15 22:08:03.000000 2022-01-13 13:24:56.000000 2022-01-11 13:02:32.000000 15797.0 46.0 1100.0 195.0 2918.0 6424.0 4464.0 2021-11-22 18:47:32.000000 4.11.0 100.0 375.0 1847.0 conda-forge/conda conda 1087.0 https://pypi.org/project/conda 2017-04-22 23:38:35.000000 1087.0 70967.0 440865.0 https://anaconda.org/conda-forge/conda 2021-11-23 11:16:29.692000 24043378.0 2.0
26 24 yapf https://github.com/google/yapf A formatter for Python files. formatters 38 True google/yapf https://github.com/google/yapf Apache-2.0 2015-03-18 18:22:31.000000 2022-01-11 21:24:39.000000 2022-01-11 21:24:36.000000 1185.0 45.0 840.0 211.0 254.0 390.0 12250.0 2020-04-23 19:07:36.000000 0.30.0 68.0 135.0 342.0 conda-forge/yapf yapf 29643.0 27554.0 https://pypi.org/project/yapf 2021-12-26 07:48:00.000000 2089.0 1387998.0 1401644.0 https://anaconda.org/conda-forge/yapf 2022-01-06 16:55:17.692000 914310.0 2.0
27 25 pyinstaller https://github.com/pyinstaller/pyinstaller Freeze (package) Python programs into stand-alone executables. packaging 37 True pyinstaller/pyinstaller https://github.com/pyinstaller/pyinstaller GPL-2.0 2011-11-23 11:05:56.000000 2022-01-13 07:16:18.000000 2022-01-12 20:46:10.000000 8246.0 67.0 1755.0 231.0 1859.0 4080.0 8745.0 2022-01-12 20:14:21.000000 4.8 34.0 417.0 314.0 conda-forge/pyinstaller pyinstaller 129.0 https://pypi.org/project/pyinstaller 2022-01-12 18:53:31.000000 129.0 581755.0 593321.0 https://anaconda.org/conda-forge/pyinstaller 2022-01-13 01:13:26.805000 286211.0 1.0 10.0 723025.0
28 26 pycodestyle https://github.com/PyCQA/pycodestyle Simple Python style checker in one Python file. linters 37 True PyCQA/pycodestyle https://github.com/PyCQA/pycodestyle Saxpath 2009-10-02 00:43:37.000000 2022-01-03 22:37:19.000000 2022-01-03 22:35:35.000000 1271.0 25.0 614.0 121.0 401.0 556.0 4473.0 2021-10-11 00:56:25.000000 2.8.0 13.0 131.0 113.0 conda-forge/pycodestyle pycodestyle 195180.0 183942.0 https://pypi.org/project/pycodestyle 2021-10-11 00:56:25.000000 11238.0 16195749.0 16250789.0 https://anaconda.org/conda-forge/pycodestyle 2021-10-11 20:03:59.620000 3687721.0 1.0
29 27 tox https://github.com/tox-dev/tox Command line driven CI frontend and development task automation tool. testing 37 True tox-dev/tox https://github.com/tox-dev/tox MIT 2016-09-17 16:54:22.000000 2022-01-13 11:26:21.000000 2022-01-13 07:40:56.000000 2060.0 8.0 392.0 38.0 971.0 1248.0 2557.0 2022-01-10 16:56:12.000000 4.0.0a10 126.0 254.0 136.0 conda-forge/tox ['pytest'] tox 73012.0 52627.0 https://pypi.org/project/tox 2022-01-04 10:00:51.000000 20385.0 3488601.0 3496261.0 https://anaconda.org/conda-forge/tox 2021-12-29 15:02:18.880000 398361.0 1.0
30 28 sentry-sdk https://github.com/getsentry/sentry-python The new Python SDK for Sentry.io. logging 37 True getsentry/sentry-python https://github.com/getsentry/sentry-python BSD-2-Clause 2018-06-18 22:51:10.000000 2022-01-13 13:45:31.000000 2022-01-12 13:08:59.000000 1333.0 32.0 260.0 42.0 711.0 523.0 1124.0 2022-01-10 13:55:39.000000 1.5.2 138.0 116.0 78.0 conda-forge/sentry-sdk sentry-sdk 17851.0 16911.0 https://pypi.org/project/sentry-sdk 2022-01-10 13:55:36.000000 940.0 10831775.0 10835081.0 https://anaconda.org/conda-forge/sentry-sdk 2022-01-10 16:35:34.270000 121237.0 1.0 4531.0
31 29 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 36 True nicolargo/glances https://github.com/nicolargo/glances LGPL-3.0 2011-12-04 08:49:15.000000 2022-01-02 08:35:47.000000 2022-01-02 08:34:35.000000 4221.0 70.0 1265.0 494.0 520.0 1230.0 19789.0 2021-11-29 13:01:08.000000 3.2.4.2 78.0 152.0 210.0 conda-forge/glances glances 417.0 367.0 https://pypi.org/project/glances 2021-11-22 10:55:51.000000 50.0 135800.0 137950.0 https://anaconda.org/conda-forge/glances 2021-11-20 23:54:35.274000 149892.0 1.0 706.0
32 30 pre-commit https://github.com/pre-commit/pre-commit A framework for managing and maintaining multi-language pre-commit hooks. others 36 True pre-commit/pre-commit https://github.com/pre-commit/pre-commit MIT 2014-03-13 00:39:38.000000 2022-01-10 21:17:43.000000 2022-01-10 21:17:42.000000 2142.0 56.0 519.0 80.0 857.0 1299.0 7203.0 2021-11-30 23:21:06.000000 2.16.0 164.0 129.0 23.0 conda-forge/pre-commit pre-commit 2728.0 https://pypi.org/project/pre-commit 2021-11-30 23:17:09.000000 2728.0 3178710.0 3211192.0 https://anaconda.org/conda-forge/pre-commit 2021-12-01 17:32:37.464000 928085.0 1.0 24965.0
33 31 autopep8 https://github.com/hhatto/autopep8 A tool that automatically formats Python code to conform to the PEP 8 style guide. formatters 36 True hhatto/autopep8 https://github.com/hhatto/autopep8 MIT 2010-12-29 20:08:51.000000 2022-01-11 14:21:36.000000 2021-10-30 04:18:06.000000 2730.0 7.0 253.0 67.0 191.0 340.0 3975.0 2021-10-24 07:01:21.000000 1.6.0 68.0 51.0 92.0 conda-forge/autopep8 autopep8 107712.0 102105.0 https://pypi.org/project/autopep8 2021-10-24 06:47:35.000000 5607.0 2206368.0 2215190.0 https://anaconda.org/conda-forge/autopep8 2021-10-26 17:07:50.178000 591085.0 3.0
34 32 rope https://github.com/python-rope/rope a python refactoring library. refactoring 36 True python-rope/rope https://github.com/python-rope/rope LGPL-3.0 2013-11-30 15:30:20.000000 2021-12-20 03:34:57.000000 2021-12-20 03:34:42.000000 2285.0 91.0 149.0 25.0 204.0 162.0 1259.0 2021-11-22 15:09:58.000000 0.22.0 69.0 68.0 72.0 conda-forge/rope rope 35508.0 33924.0 https://pypi.org/project/rope 2021-12-15 13:42:34.748000 1584.0 489790.0 500568.0 https://anaconda.org/conda-forge/rope 2021-11-22 17:32:33.372000 614388.0 1.0
35 33 pytest-cov https://github.com/pytest-dev/pytest-cov Coverage plugin for pytest. testing 36 True pytest-dev/pytest-cov https://github.com/pytest-dev/pytest-cov MIT 2014-04-17 20:01:12.000000 2022-01-03 21:08:47.000000 2021-12-21 17:09:57.000000 868.0 7.0 165.0 34.0 209.0 204.0 1170.0 2021-10-04 01:48:57.000000 3.0.0 43.0 74.0 110.0 conda-forge/pytest-cov ['pytest'] pytest-cov 138323.0 110144.0 https://pypi.org/project/pytest-cov 2021-10-04 01:48:57.000000 28179.0 9205972.0 9268196.0 https://anaconda.org/conda-forge/pytest-cov 2021-10-04 14:17:04.977000 4355695.0 1.0
36 34 packaging https://github.com/pypa/packaging Core utilities for Python packages. packaging 36 True pypa/packaging https://github.com/pypa/packaging BSD-2-Clause 2014-05-15 22:49:43.000000 2021-12-22 22:46:04.000000 2021-11-18 00:38:55.000000 529.0 16.0 175.0 28.0 277.0 165.0 364.0 2021-11-18 00:41:06.000000 21.3 39.0 72.0 66.0 conda-forge/packaging packaging 314807.0 297962.0 https://pypi.org/project/packaging 2021-11-18 00:39:10.000000 16845.0 83921470.0 84097008.0 https://anaconda.org/conda-forge/packaging 2021-11-18 12:50:05.153000 11760581.0 1.0 214.0
37 35 buildbot https://github.com/buildbot/buildbot Python-based continuous integration testing framework; your pull requests are more than welcome!. build-tools 35 True buildbot/buildbot https://github.com/buildbot/buildbot GPL-2.0 2010-07-06 17:56:53.000000 2022-01-13 00:48:48.000000 2022-01-10 18:18:55.000000 22412.0 120.0 1560.0 201.0 4912.0 753.0 4753.0 2021-10-16 08:31:36.000000 3.4.0 116.0 805.0 634.0 conda-forge/buildbot buildbot 718.0 261.0 https://pypi.org/project/buildbot 2021-10-16 08:31:36.000000 457.0 57580.0 59632.0 https://anaconda.org/conda-forge/buildbot 2021-10-16 13:45:45.804000 48183.0 1.0 18810.0
38 36 wemake-python-styleguide https://github.com/wemake-services/wemake-python-styleguide The strictest and most opinionated python linter ever!. linters 35 True wemake-services/wemake-python-styleguide https://github.com/wemake-services/wemake-python-styleguide MIT 2018-03-09 21:04:25.000000 2022-01-12 09:07:20.000000 2022-01-12 09:07:14.000000 1990.0 92.0 314.0 24.0 1339.0 910.0 1733.0 2021-12-13 20:48:04.000000 0.16.0 53.0 163.0 81.0 wemake-python-styleguide 939.0 915.0 https://pypi.org/project/wemake-python-styleguide 2021-12-13 20:48:04.000000 24.0 69648.0 69648.0 1.0
39 37 twine https://github.com/pypa/twine Utilities for interacting with PyPI. build-tools 35 True pypa/twine https://github.com/pypa/twine Apache-2.0 2013-08-13 15:39:39.000000 2022-01-05 09:03:32.000000 2021-12-31 13:40:18.000000 1017.0 30.0 254.0 30.0 459.0 354.0 1206.0 2021-12-07 11:51:46.000000 3.7.1 47.0 104.0 37.0 conda-forge/twine twine 64210.0 52255.0 https://pypi.org/project/twine 2021-12-07 11:46:01.000000 11955.0 2186445.0 2192373.0 https://anaconda.org/conda-forge/twine 2021-12-07 15:46:27.788000 385331.0 1.0
40 38 pyflakes https://github.com/PyCQA/pyflakes A simple program which checks Python source files for errors. linters 35 True PyCQA/pyflakes https://github.com/PyCQA/pyflakes MIT 2014-04-07 06:19:46.000000 2021-12-27 13:49:28.000000 2021-12-24 21:39:26.000000 518.0 2.0 158.0 27.0 248.0 362.0 1098.0 2021-10-06 20:39:49.000000 2.4.0 33.0 79.0 84.0 conda-forge/pyflakes pyflakes 126778.0 113192.0 https://pypi.org/project/pyflakes 2021-10-06 20:39:49.000000 13586.0 11556101.0 11608746.0 https://anaconda.org/conda-forge/pyflakes 2021-10-07 19:30:05.408000 3527226.0 1.0
41 39 pytest-xdist https://github.com/pytest-dev/pytest-xdist pytest plugin for distributed testing and loop-on-failures testing modes. testing 35 True pytest-dev/pytest-xdist https://github.com/pytest-dev/pytest-xdist MIT 2015-09-01 18:51:45.000000 2022-01-11 10:22:29.000000 2022-01-11 10:22:27.000000 962.0 48.0 158.0 45.0 287.0 254.0 826.0 2021-12-10 11:41:55.000000 2.5.0 58.0 77.0 206.0 conda-forge/pytest-xdist ['pytest'] pytest-xdist 4498.0 https://pypi.org/project/pytest-xdist 2021-12-10 11:41:55.000000 4498.0 4161260.0 4195223.0 https://anaconda.org/conda-forge/pytest-xdist 2021-12-10 14:46:36.827000 2241611.0 2.0
42 40 wheel https://github.com/pypa/wheel The official binary distribution format for Python. build-tools 35 True pypa/wheel https://github.com/pypa/wheel MIT 2016-07-16 23:19:28.580000 2022-01-11 18:10:02.000000 2022-01-11 10:42:59.000000 781.0 41.0 103.0 23.0 111.0 301.0 290.0 2021-12-22 12:22:00.000000 0.37.1 66.0 64.0 29.0 conda-forge/wheel wheel 34659.0 https://pypi.org/project/wheel 2021-12-22 12:22:00.000000 34659.0 96781443.0 97154608.0 https://anaconda.org/conda-forge/wheel 2021-12-22 18:22:48.622000 24628897.0 1.0
43 41 numpydoc https://github.com/numpy/numpydoc Numpys Sphinx extensions. documentation 34 True numpy/numpydoc https://github.com/numpy/numpydoc BSD-3-Clause 2013-07-24 16:23:39.000000 2022-01-10 21:46:29.000000 2022-01-10 21:46:29.000000 460.0 14.0 6348.0 35.0 199.0 102.0 19284.0 2020-07-01 21:59:00.000000 1.1.0 13.0 70.0 58.0 conda-forge/numpydoc ['sphinx'] numpydoc 33898.0 29628.0 https://pypi.org/project/numpydoc 2020-07-01 21:59:00.000000 4270.0 213343.0 228414.0 https://anaconda.org/conda-forge/numpydoc 2020-10-01 19:37:54.384000 904269.0 2.0
44 42 pyright https://github.com/microsoft/pyright Static type checker for Python. linters 34 True Microsoft/pyright https://github.com/microsoft/pyright MIT 2019-03-12 03:38:46.000000 2022-01-12 22:15:22.000000 2022-01-12 22:10:42.000000 4391.0 404.0 408.0 78.0 340.0 2309.0 7544.0 2022-01-12 22:15:22.000000 1.1.208 289.0 69.0 3.0 185.0 182.0 205211.0 2.0 pyright https://www.npmjs.com/package/pyright 2022-01-12 22:11:28.133000 3.0 205211.0
45 43 pip-tools https://github.com/jazzband/pip-tools A set of tools to keep your pinned Python dependencies fresh. dependency-managers 34 True jazzband/pip-tools https://github.com/jazzband/pip-tools BSD-3-Clause 2012-09-10 08:50:26.000000 2022-01-10 17:31:18.000000 2021-11-12 05:03:34.000000 1670.0 8.0 478.0 97.0 735.0 665.0 5441.0 2021-10-12 16:00:05.000000 6.4.0 97.0 163.0 135.0 conda-forge/pip-tools pip-tools 1790.0 https://pypi.org/project/pip-tools 2021-10-12 16:00:05.000000 1790.0 3248738.0 3249792.0 https://anaconda.org/conda-forge/pip-tools 2021-10-12 21:23:33.029000 22147.0 2.0
46 44 sphinx_rtd_theme https://github.com/readthedocs/sphinx_rtd_theme Sphinx theme for readthedocs.org. documentation 34 True readthedocs/sphinx_rtd_theme https://github.com/readthedocs/sphinx_rtd_theme MIT 2013-10-17 17:10:49.000000 2022-01-10 12:04:38.000000 2021-10-19 23:03:00.000000 1347.0 1.0 1611.0 153.0 584.0 542.0 3931.0 2018-10-05 13:20:49.000000 0.4.2 23.0 108.0 195.0 conda-forge/sphinx_rtd_theme ['sphinx'] sphinx_rtd_theme 11910.0 16.0 https://pypi.org/project/sphinx_rtd_theme 2018-10-05 13:20:49.000000 11894.0 1718751.0 1750183.0 https://anaconda.org/conda-forge/sphinx_rtd_theme 2021-09-17 07:30:33.268000 2043131.0 2.0
47 45 bandit https://github.com/PyCQA/bandit Bandit is a tool designed to find common security issues in Python code. security 34 True PyCQA/bandit https://github.com/PyCQA/bandit Apache-2.0 2018-04-26 09:08:12.000000 2022-01-11 01:46:42.000000 2021-11-13 01:35:32.000000 1181.0 4.0 391.0 65.0 234.0 373.0 3797.0 2021-11-12 12:25:41.000000 1.7.1 32.0 137.0 187.0 conda-forge/bandit bandit 11684.0 10226.0 https://pypi.org/project/bandit 2021-11-12 12:25:41.000000 1458.0 1648101.0 1651322.0 https://anaconda.org/conda-forge/bandit 2021-11-13 09:57:40.313000 102989.0 1.0 139.0
48 46 structlog https://github.com/hynek/structlog Structured Logging for Python. logging 34 True hynek/structlog https://github.com/hynek/structlog Apache-2.0 2013-08-13 15:55:58.000000 2022-01-12 08:47:19.000000 2022-01-12 08:47:19.000000 1000.0 123.0 151.0 30.0 185.0 181.0 1890.0 2021-12-16 12:54:47.000000 21.5.0 27.0 84.0 26.0 conda-forge/structlog structlog 896.0 https://pypi.org/project/structlog 2021-12-16 12:48:09.000000 896.0 2724823.0 2727218.0 https://anaconda.org/conda-forge/structlog 2022-01-06 16:55:04.638000 158111.0 2.0
49 47 loguru https://github.com/Delgan/loguru Python logging made (stupidly) simple. logging 33 True Delgan/loguru https://github.com/Delgan/loguru MIT 2017-08-15 17:22:32.000000 2022-01-02 09:56:20.000000 2021-09-09 07:14:10.000000 562.0 470.0 114.0 57.0 416.0 10779.0 2020-09-20 07:56:32.000000 0.5.3 17.0 30.0 94.0 conda-forge/loguru loguru 14444.0 13313.0 https://pypi.org/project/loguru 2020-09-20 07:54:28.000000 1131.0 1864556.0 1874383.0 https://anaconda.org/conda-forge/loguru 2021-11-02 13:32:36.476000 343972.0 2.0
50 48 pyautogui https://github.com/asweigart/pyautogui A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard. testing 33 True asweigart/pyautogui https://github.com/asweigart/pyautogui BSD-3-Clause 2014-07-17 23:30:38.000000 2022-01-11 00:07:55.000000 2021-09-14 17:41:07.000000 402.0 801.0 178.0 128.0 197.0 6086.0 2021-07-07 17:05:04.000000 0.9.53 50.0 51.0 342.0 conda-forge/pyautogui pyautogui 12766.0 12222.0 https://pypi.org/project/pyautogui 2021-07-07 17:05:04.000000 544.0 468399.0 471222.0 https://anaconda.org/conda-forge/pyautogui 2021-11-11 10:15:02.687000 141166.0 2.0
51 49 pyre-check https://github.com/facebook/pyre-check Performant type-checking for python. linters 33 True facebook/pyre-check https://github.com/facebook/pyre-check MIT 2017-11-10 17:31:36.000000 2022-01-13 00:30:33.000000 2022-01-13 00:30:31.000000 10799.0 665.0 379.0 100.0 251.0 208.0 5736.0 2022-01-11 04:31:32.000000 0.9.10 68.0 188.0 95.0 pyre-check 32.0 https://pypi.org/project/pyre-check 2022-01-11 04:25:03.000000 32.0 22800.0 22800.0 2.0
52 50 pytype https://github.com/google/pytype A static type analyzer for Python code. linters 33 True google/pytype https://github.com/google/pytype Apache-2.0 2015-03-18 20:52:08.000000 2022-01-08 00:25:04.000000 2022-01-08 00:25:02.000000 4995.0 251.0 227.0 56.0 630.0 377.0 3579.0 2022-01-07 21:52:23.000000 2022.1.7 123.0 71.0 97.0 conda-forge/pytype pytype 87.0 https://pypi.org/project/pytype 2022-01-07 21:52:23.000000 87.0 125865.0 129140.0 https://anaconda.org/conda-forge/pytype 2022-01-08 00:24:45.376000 65514.0 2.0
53 51 pudb https://github.com/inducer/pudb Full-screen console debugger for Python. debugging 33 True inducer/pudb https://github.com/inducer/pudb MIT 2011-05-13 23:44:30.000000 2022-01-11 21:31:34.620000 2022-01-07 17:50:00.000000 1148.0 27.0 191.0 45.0 220.0 150.0 2295.0 2021-11-01 21:53:28.000000 2021.2.2 73.0 81.0 140.0 conda-forge/pudb pudb 3528.0 2795.0 https://pypi.org/project/pudb 2022-01-07 17:48:07.000000 733.0 147584.0 149299.0 https://anaconda.org/conda-forge/pudb 2022-01-11 21:31:34.620000 113219.0 1.0
54 52 nose https://github.com/nose-devs/nose nose is nicer testing for python. testing 33 False nose-devs/nose https://github.com/nose-devs/nose LGPL-2.1+ 2011-12-13 19:36:32.000000 2021-10-25 05:23:45.000000 2016-03-04 01:16:26.000000 1004.0 366.0 47.0 261.0 462.0 1345.0 2015-06-02 09:12:36.000000 1.3.7 14.0 95.0 447.0 conda-forge/nose nose 163682.0 119166.0 https://pypi.org/project/nose 2015-06-02 09:12:36.000000 44516.0 3490037.0 3519630.0 https://anaconda.org/conda-forge/nose 2020-10-11 16:52:20.277000 2012338.0 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 33 True pytest-dev/pytest-mock https://github.com/pytest-dev/pytest-mock MIT 2014-07-17 00:40:32.000000 2022-01-10 22:02:21.000000 2022-01-10 22:02:18.000000 448.0 14.0 100.0 35.0 161.0 94.0 1254.0 2021-05-18 11:53:27.000000 3.6.1 52.0 54.0 13.0 conda-forge/pytest-mock ['pytest'] pytest-mock 26391.0 22241.0 https://pypi.org/project/pytest-mock 2021-05-06 19:21:18.000000 4150.0 4417829.0 4438143.0 https://anaconda.org/conda-forge/pytest-mock 2021-05-07 01:15:17.653000 1340733.0 2.0
56 54 progressbar2 https://github.com/WoLpH/python-progressbar Progressbar 2 - A progress bar for Python 2 and Python 3 - pip install progressbar2. logging 33 True WoLpH/python-progressbar https://github.com/WoLpH/python-progressbar BSD-3-Clause 2012-02-20 06:19:21.000000 2022-01-05 13:41:47.000000 2022-01-05 13:41:29.000000 905.0 12.0 100.0 21.0 63.0 188.0 744.0 2022-01-05 13:43:27.000000 4.0.0 99.0 40.0 10.0 conda-forge/progressbar2 progressbar2 15830.0 14351.0 https://pypi.org/project/progressbar2 2022-01-05 13:41:41.000000 1479.0 3916630.0 3922745.0 https://anaconda.org/conda-forge/progressbar2 2020-09-09 14:31:33.844000 383373.0 2.0 1634.0
57 55 pyenv https://github.com/pyenv/pyenv Simple Python version management. virtual-envs 32 True pyenv/pyenv https://github.com/pyenv/pyenv MIT 2012-08-31 06:57:52.000000 2022-01-08 10:56:56.000000 2022-01-08 10:56:56.000000 2790.0 57.0 2263.0 377.0 768.0 1349.0 25790.0 2021-12-22 06:48:56.000000 2.2.3 53.0 355.0 32.0 pyenv 1.0 https://pypi.org/project/pyenv 2019-01-12 14:49:22.000000 1.0 6126.0 6126.0 2.0
58 56 Nuitka https://github.com/Nuitka/Nuitka Nuitka is a Python compiler written in Python. Its fully compatible with Python 2.6, 2.7, 3.3, 3.4, 3.5, 3.6, 3.7,.. packaging 32 True Nuitka/Nuitka https://github.com/Nuitka/Nuitka Apache-2.0 2013-04-23 15:40:33.000000 2022-01-12 12:37:57.000000 2022-01-11 10:36:10.000000 8753.0 619.0 358.0 119.0 214.0 978.0 6291.0 2022-01-09 12:48:34.000000 0.6.19 174.0 109.0 175.0 conda-forge/nuitka nuitka 35.0 https://pypi.org/project/nuitka 2022-01-11 09:28:00.000000 35.0 21564.0 26308.0 https://anaconda.org/conda-forge/nuitka 2022-01-11 14:21:45.488000 327376.0 2.0
59 57 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 2021-12-15 13:50:39.978000 2021-10-16 04:43:50.000000 3523.0 2.0 298.0 99.0 207.0 364.0 3489.0 2021-07-09 21:42:28.000000 1.6.0 54.0 56.0 338.0 conda-forge/invoke invoke 12532.0 9960.0 https://pypi.org/project/invoke 2021-12-15 13:50:39.978000 2572.0 2141165.0 2148326.0 https://anaconda.org/conda-forge/invoke 2021-07-10 12:55:00.642000 494114.0 2.0
60 58 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 32 True lk-geimfari/mimesis https://github.com/lk-geimfari/mimesis MIT 2016-09-09 21:41:22.000000 2022-01-13 13:53:04.000000 2022-01-13 13:52:54.000000 2127.0 85.0 280.0 68.0 837.0 297.0 3452.0 2021-12-11 10:48:13.000000 5.2.1 33.0 110.0 2.0 mimesis 57.0 https://pypi.org/project/mimesis 2021-12-11 10:48:13.000000 57.0 88171.0 88173.0 2.0 188.0
61 59 freezegun https://github.com/spulec/freezegun Let your Python tests travel through time. testing 32 True spulec/freezegun https://github.com/spulec/freezegun Apache-2.0 2012-12-11 05:11:00.000000 2021-11-22 22:50:40.000000 2021-08-25 15:42:15.000000 541.0 215.0 32.0 195.0 168.0 3135.0 2021-01-20 07:45:20.000000 1.1.0 56.0 97.0 90.0 conda-forge/freezegun freezegun 4426.0 https://pypi.org/project/freezegun 2021-01-20 07:45:20.000000 4426.0 2884005.0 2888346.0 https://anaconda.org/conda-forge/freezegun 2021-01-20 09:23:22.014000 303905.0 2.0
62 60 logbook https://github.com/getlogbook/logbook A cool logging replacement for Python. logging 32 False getlogbook/logbook https://github.com/getlogbook/logbook BSD-3-Clause 2010-07-22 10:13:12.000000 2021-12-31 17:49:47.000000 2019-10-16 17:48:40.000000 1195.0 157.0 37.0 148.0 125.0 1411.0 2019-10-16 18:14:55.000000 1.5.3 41.0 76.0 56.0 conda-forge/logbook logbook 4051.0 2868.0 https://pypi.org/project/logbook 2019-10-16 18:14:55.000000 1183.0 728279.0 729925.0 https://anaconda.org/conda-forge/logbook 2021-11-19 00:37:39.705000 55889.0 2.0 279.0
63 61 scons https://github.com/SCons/scons SCons - a software construction tool. build-tools 32 True SCons/scons https://github.com/SCons/scons MIT 2017-03-23 22:12:34.579000 2022-01-12 18:37:28.000000 2022-01-08 17:18:51.000000 7677.0 162.0 254.0 58.0 783.0 2662.0 1311.0 2021-08-05 19:31:22.000000 4.2.0 14.0 139.0 655.0 conda-forge/scons scons 37.0 https://pypi.org/project/scons 2019-12-17 02:49:51.000000 37.0 177501.0 181879.0 https://anaconda.org/conda-forge/scons 2021-11-17 22:33:26.201000 253335.0 2.0 389.0
64 62 doit https://github.com/pydoit/doit task management & automation tool. build-tools 32 True pydoit/doit https://github.com/pydoit/doit MIT 2014-02-14 22:21:23.000000 2022-01-12 05:50:09.000000 2022-01-11 17:28:29.000000 1410.0 42.0 145.0 49.0 152.0 201.0 1274.0 2022-01-12 04:51:07.000000 0.34.1 45.0 62.0 64.0 conda-forge/doit doit 1127.0 847.0 https://pypi.org/project/doit 2022-01-12 04:51:07.000000 280.0 137501.0 138967.0 https://anaconda.org/conda-forge/doit 2021-12-12 01:24:04.853000 71844.0 2.0
65 63 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 196.0 167.0 22.0 56.0 46.0 1158.0 2021-07-27 23:09:33.000000 2.0.2 22.0 46.0 24.0 conda-forge/python-json-logger python-json-logger 20273.0 19584.0 https://pypi.org/project/python-json-logger 2021-07-27 23:09:33.000000 689.0 4012820.0 4031110.0 https://anaconda.org/conda-forge/python-json-logger 2020-10-12 23:31:31.855000 1042560.0 2.0
66 64 setuptools_scm https://github.com/pypa/setuptools_scm the blessed package to manage your versions by scm tags. build-tools 32 True pypa/setuptools_scm https://github.com/pypa/setuptools_scm MIT 2015-07-01 17:57:56.000000 2022-01-13 08:17:56.000000 2022-01-13 08:17:56.000000 1233.0 34.0 148.0 21.0 293.0 293.0 534.0 2021-09-11 19:20:03.000000 6.3.2 47.0 98.0 81.0 conda-forge/setuptools_scm setuptools_scm 380.0 https://pypi.org/project/setuptools_scm 2018-08-09 06:35:57.000000 380.0 11016337.0 11028487.0 https://anaconda.org/conda-forge/setuptools_scm 2021-09-11 22:03:30.037000 850534.0 2.0
67 65 pylint-django https://github.com/PyCQA/pylint-django Pylint plugin for improving code analysis for when using Django. linters 32 True PyCQA/pylint-django https://github.com/PyCQA/pylint-django GPL-2.0 2013-10-01 06:35:15.000000 2022-01-10 10:53:19.629000 2022-01-08 21:32:39.000000 591.0 44.0 105.0 17.0 161.0 156.0 490.0 2022-01-02 12:01:55.000000 2.5.0 50.0 62.0 31.0 conda-forge/pylint-django ['pylint'] pylint-django 17256.0 16092.0 https://pypi.org/project/pylint-django 2022-01-02 12:00:47.000000 1164.0 538648.0 540019.0 https://anaconda.org/conda-forge/pylint-django 2022-01-10 10:53:19.629000 88687.0 2.0 204.0
68 66 playwright-python https://github.com/microsoft/playwright-python Python version of the Playwright testing and automation library. testing 31 True microsoft/playwright-python https://github.com/microsoft/playwright-python Apache-2.0 2020-07-01 15:28:13.000000 2022-01-13 09:47:53.000000 2022-01-13 09:47:52.000000 461.0 32.0 503.0 103.0 503.0 517.0 5681.0 2021-12-02 23:05:00.000000 1.17.2 67.0 22.0 27.0 playwright 712.0 677.0 https://pypi.org/project/playwright 2021-12-02 23:05:00.000000 35.0 180255.0 180255.0 2.0
69 67 pyinstrument https://github.com/joerick/pyinstrument Call stack profiler for Python. Shows you why your code is slow!. profiling 31 True joerick/pyinstrument https://github.com/joerick/pyinstrument BSD-3-Clause 2014-03-13 17:53:13.000000 2022-01-05 17:15:38.000000 2021-12-17 14:51:42.000000 666.0 72.0 165.0 51.0 80.0 80.0 4060.0 2021-11-14 19:24:48.000000 4.1.1 36.0 38.0 15.0 conda-forge/pyinstrument pyinstrument 576.0 479.0 https://pypi.org/project/pyinstrument 2021-11-14 19:24:48.000000 97.0 209771.0 211226.0 https://anaconda.org/conda-forge/pyinstrument 2021-11-15 12:40:54.294000 93145.0 2.0
70 68 flit https://github.com/pypa/flit Simplified packaging of Python modules. build-tools 31 True takluyver/flit https://github.com/pypa/flit BSD-3-Clause 2015-03-13 21:22:27.000000 2022-01-10 10:08:24.000000 2022-01-10 10:08:21.000000 1033.0 74.0 87.0 31.0 219.0 202.0 1611.0 2021-12-27 17:13:25.000000 3.6.0 44.0 50.0 85.0 conda-forge/flit flit 203.0 https://pypi.org/project/flit 2021-12-27 17:13:25.000000 203.0 255172.0 256868.0 https://anaconda.org/conda-forge/flit 2021-12-28 13:17:38.802000 100119.0 3.0 pypa/flit
71 69 pytest-asyncio https://github.com/pytest-dev/pytest-asyncio Pytest support for asyncio. testing 31 True pytest-dev/pytest-asyncio https://github.com/pytest-dev/pytest-asyncio Apache-2.0 2015-04-11 00:18:05.000000 2022-01-13 12:36:12.000000 2022-01-13 12:36:11.000000 221.0 44.0 95.0 38.0 90.0 129.0 854.0 2022-01-13 11:09:03.000000 0.17.0 25.0 34.0 42.0 conda-forge/pytest-asyncio ['pytest'] pytest-asyncio 1804.0 https://pypi.org/project/pytest-asyncio 2022-01-13 11:09:00.000000 1804.0 1869412.0 1882829.0 https://anaconda.org/conda-forge/pytest-asyncio 2021-10-18 14:13:21.673000 751395.0 2.0
72 70 pydocstyle https://github.com/PyCQA/pydocstyle docstring style checker. linters 31 True PyCQA/pydocstyle https://github.com/PyCQA/pydocstyle MIT 2012-01-31 17:18:23.000000 2022-01-10 07:19:57.000000 2021-12-30 21:16:07.000000 719.0 5.0 152.0 20.0 289.0 199.0 837.0 2021-05-17 20:37:45.000000 6.1.1 17.0 77.0 81.0 conda-forge/pydocstyle pydocstyle 24533.0 22138.0 https://pypi.org/project/pydocstyle 2021-05-17 20:37:45.000000 2395.0 1611911.0 1619484.0 https://anaconda.org/conda-forge/pydocstyle 2021-05-18 22:35:13.379000 499844.0 2.0 56.0
73 71 alabaster https://github.com/bitprophet/alabaster Lightweight, configurable Sphinx theme. Now the Sphinx default!. documentation 31 True bitprophet/alabaster https://github.com/bitprophet/alabaster BSD-3-Clause 2013-12-07 00:03:15.000000 2021-12-15 14:50:58.488000 2021-09-24 20:53:41.000000 351.0 176.0 20.0 77.0 54.0 637.0 2018-10-03 01:39:17.000000 0.7.12 25.0 28.0 84.0 conda-forge/alabaster ['sphinx'] alabaster 64568.0 56910.0 https://pypi.org/project/alabaster 2018-10-03 01:39:17.000000 7658.0 3474034.0 3525397.0 https://anaconda.org/conda-forge/alabaster 2018-10-03 15:29:30.017000 3389990.0 2.0
74 72 breathe https://github.com/michaeljones/breathe ReStructuredText and Sphinx bridge to Doxygen. documentation 31 True michaeljones/breathe https://github.com/michaeljones/breathe BSD-3-Clause 2009-02-03 18:52:25.000000 2021-12-29 13:22:24.000000 2021-12-28 13:09:32.000000 1573.0 30.0 147.0 17.0 304.0 357.0 568.0 2021-09-14 23:59:31.000000 4.31.0 60.0 99.0 121.0 conda-forge/breathe breathe 6715.0 5687.0 https://pypi.org/project/breathe 2021-09-14 23:57:53.000000 1028.0 171321.0 175347.0 https://anaconda.org/conda-forge/breathe 2021-09-15 02:02:02.185000 252462.0 2.0 179.0
75 73 buildout https://github.com/buildout/buildout Buildout is a deployment automation tool written in and extended with Python. build-tools 31 False buildout/buildout https://github.com/buildout/buildout ZPL-2.1 2012-03-25 21:47:18.000000 2021-12-16 22:17:03.000000 2021-12-16 22:16:57.000000 1650.0 21.0 172.0 54.0 260.0 217.0 527.0 2021-11-25 21:08:56.000000 2.13.6 117.0 90.0 133.0 zc.buildout 1067.0 https://pypi.org/project/zc.buildout 2021-12-16 22:16:31.000000 1067.0 124457.0 124457.0 3.0
76 74 parso https://github.com/davidhalter/parso A Python Parser. linters 31 True davidhalter/parso https://github.com/davidhalter/parso MIT 2017-05-08 20:14:30.000000 2021-12-01 05:04:36.494000 2021-11-30 21:03:35.000000 1096.0 2.0 79.0 20.0 99.0 96.0 470.0 2021-11-30 21:05:47.000000 0.8.3 26.0 43.0 7.0 conda-forge/parso parso 175979.0 170076.0 https://pypi.org/project/parso 2021-11-30 21:05:47.000000 5903.0 15821884.0 15944997.0 https://anaconda.org/conda-forge/parso 2021-12-01 05:04:36.494000 6032572.0 2.0
77 75 coveralls-python https://github.com/TheKevJames/coveralls-python Show coverage stats online via coveralls.io. testing 31 True TheKevJames/coveralls-python https://github.com/TheKevJames/coveralls-python MIT 2013-02-06 20:48:39.000000 2021-12-31 03:34:56.000000 2021-11-11 20:58:33.000000 444.0 10.0 185.0 6.0 191.0 143.0 465.0 2021-11-11 21:00:03.000000 3.3.1 42.0 63.0 5.0 ['pytest'] coveralls 29222.0 20070.0 https://pypi.org/project/coveralls 2021-11-11 21:00:03.000000 9152.0 416739.0 416739.0 2.0
78 76 sqlmap https://github.com/sqlmapproject/sqlmap Automatic SQL injection and database takeover tool. security 30 True sqlmapproject/sqlmap https://github.com/sqlmapproject/sqlmap GPL-3.0 2012-06-26 09:52:15.000000 2022-01-11 10:24:18.000000 2022-01-03 10:41:51.000000 9890.0 31.0 4568.0 1046.0 303.0 4491.0 22137.0 2022-01-03 10:35:57.000000 1.6 75.0 110.0 51.0 sqlmap 6.0 https://pypi.org/project/sqlmap 2022-01-03 10:39:29.000000 6.0 6137.0 6137.0 2.0
79 77 PySnooper https://github.com/cool-RR/PySnooper Never use print for debugging again. debugging 30 True cool-RR/PySnooper https://github.com/cool-RR/PySnooper MIT 2019-04-18 13:55:43.000000 2021-09-14 17:19:37.000000 2021-09-11 09:46:36.000000 300.0 915.0 238.0 109.0 95.0 14847.0 2021-09-11 09:50:56.000000 1.0.0 55.0 26.0 18.0 conda-forge/pysnooper pysnooper 583.0 537.0 https://pypi.org/project/pysnooper 2021-09-11 09:50:56.000000 46.0 154988.0 156342.0 https://anaconda.org/conda-forge/pysnooper 2021-05-19 12:14:49.747000 43339.0 1.0
80 78 py-spy https://github.com/benfred/py-spy Sampling profiler for Python programs. profiling 30 True benfred/py-spy https://github.com/benfred/py-spy MIT 2018-08-01 02:22:15.000000 2022-01-06 17:56:00.000000 2022-01-06 17:55:59.000000 434.0 10.0 283.0 101.0 238.0 167.0 7800.0 2021-11-13 01:56:30.544000 0.3.11 34.0 29.0 71.0 py-spy 35.0 https://pypi.org/project/py-spy 2021-11-13 01:54:19.000000 35.0 475324.0 501946.6666666667 2.0 7349.0 py-spy https://crates.io/crates/py-spy 2021-11-13 01:56:30.544000 26378.666666666668 395448.0
81 79 Scalene https://github.com/plasma-umass/scalene Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python. profiling 30 True plasma-umass/scalene https://github.com/plasma-umass/scalene Apache-2.0 2019-12-17 20:56:28.000000 2022-01-12 20:53:07.000000 2022-01-12 20:53:07.000000 2180.0 193.0 171.0 64.0 146.0 129.0 5077.0 2022-01-12 17:14:24.000000 1.4.0 116.0 24.0 37.0 scalene 80.0 77.0 https://pypi.org/project/scalene 2022-01-12 17:14:24.000000 3.0 4292.0 4292.0 2.0
82 80 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 30 True bndr/pipreqs https://github.com/bndr/pipreqs Apache-2.0 2015-04-22 16:38:14.000000 2022-01-13 10:27:44.000000 2021-10-23 09:17:21.000000 311.0 2.0 269.0 60.0 118.0 91.0 3960.0 2021-10-23 09:23:42.000000 0.4.11 40.0 51.0 101.0 conda-forge/pipreqs pipreqs 8734.0 8409.0 https://pypi.org/project/pipreqs 2021-10-23 09:15:35.000000 325.0 263380.0 263740.0 https://anaconda.org/conda-forge/pipreqs 2019-11-14 14:53:43.131000 23076.0 3.0
83 81 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 2022-01-12 16:47:56.000000 2021-10-19 08:01:13.000000 892.0 1.0 331.0 40.0 406.0 354.0 2729.0 2018-05-05 15:05:40.000000 2.11.1 36.0 117.0 157.0 conda-forge/factory_boy factory_boy 2143.0 https://pypi.org/project/factory_boy 2018-05-05 15:05:40.000000 2143.0 1524141.0 1525530.0 https://anaconda.org/conda-forge/factory_boy 2021-10-26 21:47:41.376000 88928.0 2.0
84 82 pex https://github.com/pantsbuild/pex A library and tool for generating .pex (Python EXecutable) files. packaging 30 True pantsbuild/pex https://github.com/pantsbuild/pex Apache-2.0 2014-07-21 17:06:12.000000 2022-01-11 01:38:09.000000 2022-01-11 00:42:04.000000 1026.0 37.0 213.0 54.0 788.0 635.0 2016.0 2022-01-11 01:38:22.000000 2.1.62 151.0 101.0 144.0 pex 132.0 https://pypi.org/project/pex 2022-01-11 01:38:09.000000 132.0 155155.0 166644.0 2.0 563002.0
85 83 ipdb https://github.com/gotcha/ipdb Integration of IPython pdb. debugging 30 True gotcha/ipdb https://github.com/gotcha/ipdb BSD-3-Clause 2011-01-15 17:51:47.000000 2021-12-30 19:43:11.000000 2021-12-30 16:31:44.000000 354.0 2.0 133.0 24.0 73.0 113.0 1505.0 2021-06-02 11:43:46.000000 0.13.9 41.0 49.0 57.0 conda-forge/ipdb ipdb 38501.0 29776.0 https://pypi.org/project/ipdb 2021-06-02 11:43:46.000000 8725.0 1697962.0 1701373.0 https://anaconda.org/conda-forge/ipdb 2021-06-24 04:21:01.798000 225187.0 1.0
86 84 pyelftools https://github.com/eliben/pyelftools Parsing ELF and DWARF in Python. debugging 30 True eliben/pyelftools https://github.com/eliben/pyelftools Unlicense 2013-06-08 22:55:54.000000 2022-01-13 07:55:29.000000 2022-01-11 12:05:21.000000 585.0 11.0 409.0 70.0 216.0 118.0 1367.0 8.0 81.0 57.0 conda-forge/pyelftools pyelftools 3395.0 2878.0 https://pypi.org/project/pyelftools 2020-10-27 13:45:19.000000 517.0 646875.0 648019.0 https://anaconda.org/conda-forge/pyelftools 2020-10-27 16:16:13.901000 80129.0 1.0
87 85 pybuilder https://github.com/pybuilder/pybuilder Software build automation tool for Python. build-tools 30 True pybuilder/pybuilder https://github.com/pybuilder/pybuilder Apache-2.0 2012-07-23 11:38:06.000000 2022-01-12 04:38:54.000000 2022-01-12 04:23:14.000000 1384.0 16.0 239.0 94.0 352.0 412.0 1350.0 2022-01-12 04:38:54.000000 0.13.4 651.0 36.0 92.0 pybuilder 60.0 https://pypi.org/project/pybuilder 2022-01-12 04:38:54.000000 60.0 15730.0 15730.0 3.0
88 86 pyarmor https://github.com/dashingsoft/pyarmor A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts. security 30 False dashingsoft/pyarmor https://github.com/dashingsoft/pyarmor SGI-B-2.0 2017-08-26 04:11:53.000000 2022-01-08 01:14:33.000000 2022-01-08 01:03:32.000000 3354.0 102.0 157.0 39.0 22.0 636.0 1306.0 2022-01-02 05:08:20.000000 7.3.0 240.0 17.0 11.0 pyarmor 357.0 346.0 https://pypi.org/project/pyarmor 2022-01-02 05:08:20.000000 11.0 58536.0 58536.0 2.0
89 87 pdoc https://github.com/mitmproxy/pdoc API Documentation for Python Projects. documentation 30 True mitmproxy/pdoc https://github.com/mitmproxy/pdoc Unlicense 2013-08-04 21:12:50.000000 2022-01-11 10:04:38.000000 2022-01-11 10:04:33.000000 644.0 41.0 121.0 24.0 125.0 198.0 1123.0 2022-01-05 17:50:58.000000 8.2.0 74.0 33.0 9.0 pdoc 668.0 488.0 https://pypi.org/project/pdoc 2022-01-05 17:50:58.000000 180.0 93090.0 93090.0 2.0
90 88 tabulate https://github.com/astanin/python-tabulate Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from.. logging 30 True astanin/python-tabulate https://github.com/astanin/python-tabulate MIT 2016-05-01 20:47:06.376000 2022-01-07 14:38:28.000000 2022-01-07 13:26:45.000000 504.0 1.0 84.0 15.0 53.0 59.0 1084.0 2021-02-22 07:34:12.000000 0.8.9 25.0 68.0 50.0 conda-forge/tabulate tabulate 66317.0 59994.0 https://pypi.org/project/tabulate 2021-02-22 07:34:12.000000 6323.0 32632439.0 32658310.0 https://anaconda.org/conda-forge/tabulate 2021-02-22 13:39:52.132000 1759241.0 2.0
91 89 flake8-bugbear https://github.com/PyCQA/flake8-bugbear A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that dont belong in.. linters 30 True PyCQA/flake8-bugbear https://github.com/PyCQA/flake8-bugbear MIT 2016-03-15 20:54:43.000000 2022-01-12 18:37:51.792000 2022-01-12 04:20:50.000000 193.0 17.0 55.0 7.0 106.0 70.0 664.0 2022-01-12 04:23:34.000000 22.1.11 39.0 47.0 42.0 conda-forge/flake8-bugbear ['flake8'] flake8-bugbear 7172.0 6295.0 https://pypi.org/project/flake8-bugbear 2022-01-12 04:23:34.000000 877.0 917555.0 936215.0 https://anaconda.org/conda-forge/flake8-bugbear 2022-01-12 18:37:51.792000 541163.0 2.0
92 90 PyHamcrest https://github.com/hamcrest/PyHamcrest Hamcrest matchers for Python. testing 30 True hamcrest/PyHamcrest https://github.com/hamcrest/PyHamcrest BSD-3-Clause 2010-12-24 02:55:56.000000 2021-12-27 22:28:00.000000 2021-12-27 22:27:58.000000 572.0 13.0 91.0 21.0 127.0 50.0 595.0 2021-12-12 20:12:38.000000 2.0.3 23.0 37.0 19.0 conda-forge/pyhamcrest pyhamcrest 1812.0 https://pypi.org/project/pyhamcrest 2021-12-12 20:12:38.000000 1812.0 806183.0 811838.0 https://anaconda.org/conda-forge/pyhamcrest 2021-12-13 10:31:09.148000 384594.0 2.0
93 91 pytest-html https://github.com/pytest-dev/pytest-html Plugin for generating HTML reports for pytest results. testing 30 True pytest-dev/pytest-html https://github.com/pytest-dev/pytest-html MPL-2.0 2015-04-14 19:22:42.000000 2021-12-02 12:20:18.000000 2021-01-23 03:26:17.000000 376.0 181.0 20.0 214.0 180.0 460.0 2020-12-13 15:24:58.000000 3.1.1 44.0 43.0 96.0 conda-forge/pytest-html ['pytest'] pytest-html 15423.0 14763.0 https://pypi.org/project/pytest-html 2020-12-13 15:24:58.000000 660.0 1446080.0 1449643.0 https://anaconda.org/conda-forge/pytest-html 2020-12-13 19:43:13.698000 199561.0 2.0
94 92 typed_ast https://github.com/python/typed_ast Modified fork of CPythons ast module that parses `# type:` comments. ast 30 True python/typed_ast https://github.com/python/typed_ast Apache-2.0 2016-02-16 22:40:09.000000 2022-01-01 12:42:42.000000 2022-01-01 12:42:41.000000 190.0 9.0 51.0 18.0 96.0 83.0 195.0 2021-12-03 22:29:41.000000 1.5.1 31.0 24.0 6.0 typed_ast 5471.0 https://pypi.org/project/typed_ast 2021-12-03 22:29:41.000000 5471.0 10483253.0 10483253.0 1.0
95 93 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 29 True coala/coala https://github.com/coala/coala AGPL-3.0 2014-05-15 11:35:34.000000 2021-11-05 18:08:14.000000 2021-06-11 17:11:55.000000 4487.0 1356.0 105.0 3151.0 2371.0 3291.0 2017-05-30 10:07:57.000000 0.11.1 730.0 482.0 835.0 coala-bears 115.0 10.0 https://pypi.org/project/coala-bears 2017-11-10 21:04:50.000000 105.0 3668.0 3669.0 2.0 147.0
96 94 detect-secrets https://github.com/Yelp/detect-secrets An enterprise friendly way of detecting and preventing secrets in code. security 29 True Yelp/detect-secrets https://github.com/Yelp/detect-secrets Apache-2.0 2017-12-05 00:38:38.000000 2022-01-11 19:56:40.000000 2022-01-11 19:55:44.000000 1108.0 11.0 244.0 47.0 270.0 155.0 2117.0 2021-04-14 21:25:44.000000 1.1.0 34.0 54.0 83.0 detect-secrets 23.0 https://pypi.org/project/detect-secrets 2021-04-14 21:25:44.000000 23.0 216435.0 216435.0 3.0
97 95 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 29 True python-diamond/Diamond https://github.com/python-diamond/Diamond MIT 2013-10-11 23:32:13.000000 2022-01-02 22:07:12.000000 2021-12-31 03:04:13.000000 3253.0 16.0 593.0 92.0 524.0 132.0 1647.0 2016-11-25 22:13:29.000000 4.0.515 36.0 357.0 232.0 diamond 104.0 72.0 https://pypi.org/project/diamond 2016-11-25 22:13:29.000000 32.0 46826.0 46826.0 2.0
98 96 prospector https://github.com/PyCQA/prospector Inspects Python source files and provides information about type and location of classes, methods etc. code-metrics 29 True PyCQA/prospector https://github.com/PyCQA/prospector GPL-2.0 2013-08-05 07:26:30.000000 2022-01-11 08:42:55.445000 2022-01-03 12:09:44.000000 1128.0 19.0 145.0 35.0 186.0 236.0 1564.0 2021-12-08 10:44:47.000000 1.5.3.1 104.0 78.0 56.0 conda-forge/prospector prospector 664.0 https://pypi.org/project/prospector 2021-12-08 10:45:17.000000 664.0 386462.0 386884.0 https://anaconda.org/conda-forge/prospector 2022-01-11 08:42:55.445000 27440.0 1.0
99 97 pyupgrade https://github.com/asottile/pyupgrade A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language. refactoring 29 True asottile/pyupgrade https://github.com/asottile/pyupgrade MIT 2017-02-28 17:50:31.000000 2022-01-10 22:35:07.000000 2022-01-10 22:35:06.000000 826.0 43.0 91.0 32.0 338.0 245.0 1349.0 2022-01-01 00:43:49.000000 2.31.0 124.0 22.0 10.0 conda-forge/pyupgrade pyupgrade 34.0 https://pypi.org/project/pyupgrade 2022-01-01 00:43:49.000000 34.0 150000.0 158400.0 https://anaconda.org/conda-forge/pyupgrade 2022-01-01 03:14:54.401000 302428.0 2.0
100 98 radon https://github.com/rubik/radon Various code metrics for Python code. code-metrics 29 True rubik/radon https://github.com/rubik/radon MIT 2012-09-20 18:58:58.000000 2021-12-15 14:08:03.854000 2021-08-08 13:24:47.000000 521.0 97.0 33.0 73.0 136.0 1279.0 2021-08-08 13:25:20.000000 5.1.0 54.0 49.0 21.0 conda-forge/radon radon 2803.0 2203.0 https://pypi.org/project/radon 2021-12-15 14:08:03.854000 600.0 227681.0 228407.0 https://anaconda.org/conda-forge/radon 2021-09-07 09:02:03.415000 37035.0 1.0
101 99 safety https://github.com/pyupio/safety Safety checks your installed dependencies for known security vulnerabilities. security 29 True pyupio/safety https://github.com/pyupio/safety MIT 2016-10-19 13:22:56.000000 2022-01-11 22:54:29.000000 2021-04-28 19:57:23.000000 372.0 104.0 29.0 238.0 76.0 1184.0 2021-01-15 19:34:46.000000 1.10.3 38.0 35.0 44.0 conda-forge/safety safety 3633.0 3311.0 https://pypi.org/project/safety 2021-01-15 19:34:46.000000 322.0 630949.0 637100.0 https://anaconda.org/conda-forge/safety 2021-01-15 20:54:00.958000 26120.0 3.0 117387.0
102 100 cx_Freeze https://github.com/marcelotduarte/cx_Freeze Create standalone executables from Python scripts, with the same performance and is cross-platform. packaging 29 True marcelotduarte/cx_Freeze https://github.com/marcelotduarte/cx_Freeze PSF-2.0 2017-01-22 04:25:52.000000 2022-01-13 06:27:24.000000 2022-01-12 02:19:37.000000 1220.0 49.0 172.0 26.0 576.0 655.0 852.0 2021-12-08 02:45:09.000000 6.9 36.0 93.0 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 47516.0 50482.0 https://anaconda.org/conda-forge/cx_freeze 2022-01-11 22:02:22.481000 106789.0 2.0
103 101 pylama https://github.com/klen/pylama Code audit tool for python. linters 29 True klen/pylama https://github.com/klen/pylama MIT 2012-08-17 10:10:10.000000 2022-01-10 09:57:08.000000 2022-01-10 09:55:09.000000 674.0 100.0 88.0 17.0 84.0 89.0 846.0 2022-01-10 09:57:08.000000 8.3.7 113.0 46.0 36.0 pylama 3800.0 3208.0 https://pypi.org/project/pylama 2022-01-10 09:57:08.000000 592.0 88094.0 88094.0 2.0
104 102 colorlog https://github.com/borntyping/python-colorlog A colored formatter for the python logging module. logging 29 True borntyping/python-colorlog https://github.com/borntyping/python-colorlog MIT 2012-09-05 17:57:21.000000 2021-11-09 08:26:36.253000 2021-11-08 16:54:56.000000 224.0 2.0 76.0 10.0 43.0 71.0 726.0 2021-11-08 16:58:17.000000 6.6.0 63.0 30.0 conda-forge/colorlog colorlog 15409.0 13042.0 https://pypi.org/project/colorlog 2021-11-08 16:56:43.000000 2367.0 4794834.0 4801524.0 https://anaconda.org/conda-forge/colorlog 2021-11-09 08:26:36.253000 461676.0 3.0
105 103 nose2 https://github.com/nose-devs/nose2 The successor to nose, based on unittest2. testing 29 True nose-devs/nose2 https://github.com/nose-devs/nose2 BSD-3-Clause 2011-12-14 15:33:15.000000 2022-01-04 10:08:05.000000 2022-01-03 21:14:45.000000 1008.0 4.0 134.0 24.0 252.0 201.0 699.0 2021-01-27 21:57:28.000000 0.10.0 26.0 71.0 55.0 conda-forge/nose2 nose2 5477.0 4404.0 https://pypi.org/project/nose2 2021-01-27 21:57:28.000000 1073.0 374845.0 375801.0 https://anaconda.org/conda-forge/nose2 2020-02-02 06:02:02.004000 42066.0 3.0
106 104 mccabe https://github.com/PyCQA/mccabe McCabe complexity checker for Python. code-metrics 29 True PyCQA/mccabe https://github.com/PyCQA/mccabe Saxpath 2013-02-20 22:19:04.000000 2021-12-15 14:19:16.815000 2021-04-02 23:49:37.000000 142.0 42.0 16.0 51.0 34.0 446.0 2017-01-26 22:13:14.000000 0.6.1 12.0 21.0 6.0 conda-forge/mccabe mccabe 253962.0 238131.0 https://pypi.org/project/mccabe 2017-01-26 22:13:14.000000 15831.0 15152361.0 15208992.0 https://anaconda.org/conda-forge/mccabe 2018-07-08 18:43:04.536000 3794277.0 1.0
107 105 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 28 True cs01/gdbgui https://github.com/cs01/gdbgui GPL-3.0 2016-10-27 03:19:25.000000 2022-01-11 18:52:32.000000 2022-01-11 18:52:32.000000 428.0 1.0 481.0 166.0 131.0 164.0 8374.0 2021-09-06 05:59:07.000000 0.15.0.1 93.0 39.0 119.0 gdbgui 132.0 130.0 https://pypi.org/project/gdbgui 2021-09-06 05:54:12.000000 2.0 97588.0 97953.0 2.0 6582.0
108 106 pipx https://github.com/pypa/pipx Install and Run Python Applications in Isolated Environments. dependency-managers 28 True pypa/pipx https://github.com/pypa/pipx MIT 2018-10-06 18:47:46.000000 2022-01-13 13:03:38.000000 2022-01-04 08:50:46.000000 493.0 20.0 214.0 59.0 343.0 348.0 4497.0 2022-01-04 09:17:35.000000 1.0.0 49.0 71.0 103.0 pipx 6.0 https://pypi.org/project/pipx 2022-01-04 09:17:35.000000 6.0 70415.0 70415.0 3.0
109 107 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 2022-01-06 07:41:25.000000 2022-01-06 07:41:24.000000 181.0 6.0 250.0 13.0 66.0 22.0 3527.0 2021-12-30 14:39:07.000000 3.4.0 8.0 27.0 29.0 conda-forge/line_profiler line_profiler 353.0 https://pypi.org/project/line_profiler 2017-12-20 02:30:37.000000 353.0 108509.0 111796.0 https://anaconda.org/conda-forge/line_profiler 2021-11-13 04:18:41.049000 223523.0 2.0
110 108 memory-profiler https://github.com/pythonprofilers/memory_profiler Monitor Memory usage of Python code. profiling 28 True pythonprofilers/memory_profiler https://github.com/pythonprofilers/memory_profiler BSD-3-Clause 2011-10-14 11:56:14.000000 2021-12-18 13:38:58.000000 2021-12-18 13:35:40.000000 648.0 7.0 329.0 71.0 137.0 105.0 3264.0 2018-08-16 03:16:49.000000 0.54.0 52.0 91.0 111.0 memory_profiler 268.0 https://pypi.org/project/memory_profiler 2018-08-16 03:16:49.000000 268.0 417461.0 417461.0 2.0
111 109 pytest-bdd https://github.com/pytest-dev/pytest-bdd BDD library for the py.test runner. testing 28 True pytest-dev/pytest-bdd https://github.com/pytest-dev/pytest-bdd MIT 2013-03-29 07:27:43.000000 2022-01-12 20:39:32.000000 2022-01-04 09:05:15.000000 691.0 11.0 164.0 53.0 239.0 137.0 935.0 2021-10-25 16:25:47.000000 5.0.0 91.0 45.0 152.0 conda-forge/pytest-bdd ['pytest'] pytest-bdd 169.0 https://pypi.org/project/pytest-bdd 2021-10-25 16:25:47.000000 169.0 196388.0 197703.0 https://anaconda.org/conda-forge/pytest-bdd 2020-02-03 16:53:59.114000 42095.0 3.0
112 110 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 28 True pympler/pympler https://github.com/pympler/pympler Apache-2.0 2012-10-04 23:35:16.000000 2021-12-29 11:53:11.000000 2021-12-29 11:52:34.000000 474.0 31.0 75.0 8.0 49.0 50.0 854.0 2021-12-22 16:55:15.000000 1.0.1 17.0 29.0 40.0 conda-forge/pympler pympler 294.0 https://pypi.org/project/pympler 2021-12-22 16:55:15.000000 294.0 991907.0 994936.0 https://anaconda.org/conda-forge/pympler 2020-10-14 22:08:39.935000 175732.0 2.0
113 111 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 28 False Teemu/pytest-sugar https://github.com/Teemu/pytest-sugar BSD-3-Clause 2013-06-25 21:09:27.000000 2021-12-31 11:59:53.000000 2020-10-24 18:04:51.000000 344.0 56.0 18.0 130.0 69.0 817.0 2020-07-06 18:40:33.000000 0.9.4 26.0 36.0 35.0 conda-forge/pytest-sugar ['pytest'] pytest-sugar 11463.0 8884.0 https://pypi.org/project/pytest-sugar 2020-07-06 18:40:33.000000 2579.0 476913.0 479202.0 https://anaconda.org/conda-forge/pytest-sugar 2020-09-18 13:41:24.029000 121350.0 3.0
114 112 typeguard https://github.com/agronholm/typeguard Run-time type checker for Python. debugging 28 True agronholm/typeguard https://github.com/agronholm/typeguard MIT 2015-12-27 23:15:37.000000 2022-01-03 15:04:31.000000 2021-12-10 21:05:38.000000 266.0 9.0 69.0 18.0 47.0 150.0 779.0 2021-12-10 21:09:37.000000 2.13.3 45.0 19.0 29.0 conda-forge/typeguard typeguard 299.0 https://pypi.org/project/typeguard 2021-12-10 21:09:37.000000 299.0 8498314.0 8500225.0 https://anaconda.org/conda-forge/typeguard 2021-10-11 07:35:51.312000 68831.0 2.0
115 113 nox https://github.com/theacodes/nox Flexible test automation for Python. testing 28 True theacodes/nox https://github.com/theacodes/nox Apache-2.0 2016-02-24 04:02:58.000000 2022-01-12 19:15:48.000000 2022-01-12 15:38:25.000000 438.0 38.0 106.0 15.0 303.0 229.0 689.0 2022-01-07 23:34:01.000000 2022.1.7 22.0 65.0 30.0 conda-forge/nox ['pytest'] nox 144.0 https://pypi.org/project/nox 2022-01-07 23:34:01.000000 144.0 633296.0 634437.0 https://anaconda.org/conda-forge/nox 2021-12-03 16:19:15.112000 44502.0 3.0
116 114 prettytable https://github.com/jazzband/prettytable Display tabular data in a visually appealing ASCII table format. logging 28 False jazzband/prettytable https://github.com/jazzband/prettytable BSD-1-Clause 2016-01-15 02:39:17.000000 2022-01-11 19:16:37.000000 2022-01-06 21:10:50.000000 377.0 25.0 87.0 13.0 89.0 51.0 647.0 2022-01-06 21:31:09.000000 3.0.0 20.0 40.0 23.0 conda-forge/prettytable prettytable 520.0 https://pypi.org/project/prettytable 2022-01-06 21:31:09.000000 520.0 3325407.0 3330532.0 https://anaconda.org/conda-forge/prettytable 2022-01-07 09:57:31.703000 343392.0 3.0
117 115 astor https://github.com/berkerpeksag/astor Python AST read/write. ast 28 True berkerpeksag/astor https://github.com/berkerpeksag/astor BSD-3-Clause 2012-09-19 23:02:51.000000 2021-12-15 03:45:47.000000 2021-10-27 00:10:12.000000 262.0 1.0 84.0 24.0 104.0 75.0 633.0 2019-12-10 01:50:33.000000 0.8.1 14.0 31.0 34.0 conda-forge/astor astor 2109.0 https://pypi.org/project/astor 2019-12-10 01:50:33.000000 2109.0 5018190.0 5043400.0 https://anaconda.org/conda-forge/astor 2020-07-01 13:36:26.971000 1437006.0 2.0
118 116 mypy-protobuf https://github.com/dropbox/mypy-protobuf open source tools to generate mypy stubs from protobufs. linters 28 True dropbox/mypy-protobuf https://github.com/dropbox/mypy-protobuf Apache-2.0 2017-12-11 21:55:05.000000 2022-01-10 09:39:20.000000 2022-01-10 09:39:20.000000 360.0 28.0 64.0 22.0 238.0 93.0 416.0 2021-12-24 04:15:47.000000 3.1.0 37.0 31.0 4.0 mypy-protobuf 49.0 https://pypi.org/project/mypy-protobuf 2021-12-24 04:15:47.000000 49.0 939900.0 939900.0 2.0
119 117 ddt https://github.com/datadriventests/ddt Data-Driven Tests for Python Unittest. testing 28 True datadriventests/ddt https://github.com/datadriventests/ddt MIT 2012-02-11 22:57:10.000000 2021-10-26 05:16:28.000000 2021-10-04 22:40:52.000000 222.0 100.0 22.0 54.0 38.0 402.0 2021-10-04 22:43:34.000000 1.4.4 28.0 36.0 15.0 conda-forge/ddt ddt 5242.0 3929.0 https://pypi.org/project/ddt 2021-10-04 22:43:34.000000 1313.0 216108.0 217251.0 https://anaconda.org/conda-forge/ddt 2020-05-15 03:17:11.932000 66303.0 3.0
120 118 sphinx-autodoc-typehints https://github.com/tox-dev/sphinx-autodoc-typehints Type hints support for the Sphinx autodoc extension. documentation 28 True agronholm/sphinx-autodoc-typehints https://github.com/tox-dev/sphinx-autodoc-typehints MIT 2015-09-21 20:41:41.000000 2022-01-11 07:39:30.000000 2022-01-11 07:36:33.000000 205.0 27.0 76.0 10.0 79.0 109.0 386.0 2022-01-11 07:36:51.000000 1.15.2 35.0 34.0 20.0 conda-forge/sphinx-autodoc-typehints ['sphinx'] sphinx-autodoc-typehints 1282.0 https://pypi.org/project/sphinx-autodoc-typehints 2022-01-11 07:39:30.000000 1282.0 317553.0 322716.0 https://anaconda.org/conda-forge/sphinx-autodoc-typehints 2021-04-15 04:06:00.666000 258171.0 2.0 tox-dev/sphinx-autodoc-typehints
121 119 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 2021-11-26 06:02:28.000000 2021-10-20 14:00:57.000000 239.0 8.0 54.0 15.0 104.0 71.0 354.0 2021-08-08 02:45:08.000000 0.12.1 23.0 31.0 13.0 conda-forge/pep8-naming pep8-naming 10498.0 8789.0 https://pypi.org/project/pep8-naming 2021-08-08 02:45:08.000000 1709.0 830565.0 833514.0 https://anaconda.org/conda-forge/pep8-naming 2021-08-08 04:41:02.577000 209430.0 2.0
122 120 wasabi https://github.com/ines/wasabi A lightweight console printing and formatting toolkit. logging 28 True ines/wasabi https://github.com/ines/wasabi MIT 2018-11-17 14:40:55.000000 2021-12-07 08:28:14.218000 2021-12-06 13:51:43.000000 224.0 19.0 20.0 11.0 12.0 3.0 316.0 2021-12-06 13:54:33.000000 0.9.0 35.0 7.0 3.0 conda-forge/wasabi wasabi 15872.0 15598.0 https://pypi.org/project/wasabi 2021-12-06 14:21:35.000000 274.0 3552449.0 3568458.0 https://anaconda.org/conda-forge/wasabi 2021-12-07 08:28:14.218000 560323.0 3.0
123 121 hacking https://github.com/openstack/hacking OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org. linters 28 True openstack/hacking https://github.com/openstack/hacking Apache-2.0 2013-03-26 21:09:28.000000 2022-01-10 09:57:18.000000 2022-01-10 09:18:37.000000 1055.0 2.0 66.0 32.0 6.0 221.0 2021-04-21 10:37:50.000000 4.1.0 37.0 183.0 ['flake8'] hacking 4391.0 https://pypi.org/project/hacking 2021-04-21 10:37:50.000000 4391.0 487482.0 487482.0 2.0
124 122 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 2021-12-05 16:31:05.000000 2019-12-22 18:11:19.000000 86.0 42.0 7.0 33.0 21.0 175.0 2019-12-22 18:12:11.000000 1.6.3 11.0 10.0 18.0 conda-forge/astunparse astunparse 35524.0 35241.0 https://pypi.org/project/astunparse 2019-12-22 18:12:11.000000 283.0 5430896.0 5441120.0 https://anaconda.org/conda-forge/astunparse 2021-01-15 07:40:29.426000 562336.0 2.0
125 123 Bpytop https://github.com/aristocratos/bpytop Linux/OSX/FreeBSD resource monitor. profiling 27 True aristocratos/bpytop https://github.com/aristocratos/bpytop Apache-2.0 2020-07-01 17:41:25.000000 2022-01-02 03:47:38.000000 2021-12-22 19:22:48.000000 405.0 6.0 316.0 156.0 70.0 220.0 8158.0 2021-12-22 19:23:21.000000 1.0.68 53.0 35.0 59.0 bpytop 1.0 https://pypi.org/project/bpytop 2021-12-22 19:23:21.000000 1.0 9893.0 9893.0 3.0
126 124 mamba https://github.com/mamba-org/mamba The Fast Cross-Platform Package Manager. dependency-managers 27 True mamba-org/mamba https://github.com/mamba-org/mamba BSD-3-Clause 2019-03-05 13:05:10.000000 2022-01-13 13:10:39.000000 2022-01-11 09:30:43.000000 1628.0 144.0 137.0 35.0 689.0 485.0 2609.0 2021-11-22 09:01:26.000000 2021.11.19 84.0 66.0 199.0 conda-forge/mamba 52466.0 https://anaconda.org/conda-forge/mamba 2021-12-08 19:36:37.442000 1783868.0 3.0
127 125 notifiers https://github.com/liiight/notifiers The easy way to send notifications. logging 27 True liiight/notifiers https://github.com/liiight/notifiers MIT 2017-06-01 10:20:18.000000 2021-12-27 17:24:13.000000 2021-09-22 08:42:01.000000 426.0 78.0 37.0 326.0 54.0 2053.0 2021-08-23 20:42:56.000000 1.3.0 26.0 16.0 38.0 notifiers 219.0 205.0 https://pypi.org/project/notifiers 2019-10-05 13:00:41.000000 14.0 299052.0 299052.0 3.0
128 126 pytest-testinfra https://github.com/pytest-dev/pytest-testinfra Testinfra test your infrastructures. testing 27 True pytest-dev/pytest-testinfra https://github.com/pytest-dev/pytest-testinfra Apache-2.0 2015-03-15 20:49:52.000000 2021-12-07 23:35:21.000000 2021-12-07 23:35:16.000000 684.0 9.0 285.0 85.0 334.0 199.0 1992.0 2021-12-07 12:36:00.000000 6.5.0 6.0 107.0 116.0 ['pytest'] pytest-testinfra 4.0 https://pypi.org/project/pytest-testinfra 2021-12-07 12:36:00.000000 4.0 115967.0 115967.0 3.0
129 127 uiautomator https://github.com/xiaocong/uiautomator Python wrapper of Android uiautomator test tool. testing 27 False xiaocong/uiautomator https://github.com/xiaocong/uiautomator MIT 2013-08-18 03:38:50.000000 2021-12-01 06:29:43.000000 2020-11-16 01:36:32.000000 316.0 594.0 157.0 33.0 117.0 1756.0 2020-11-16 03:43:07.000000 1.0.2 41.0 13.0 171.0 uiautomator 269.0 202.0 https://pypi.org/project/uiautomator 2020-11-16 03:43:07.000000 67.0 23324.0 23324.0 3.0
130 128 briefcase https://github.com/beeware/briefcase Tools to support converting a Python project into a standalone native application. packaging 27 True beeware/briefcase https://github.com/beeware/briefcase BSD-3-Clause 2015-07-28 15:20:03.000000 2022-01-11 06:18:09.000000 2022-01-11 06:18:08.000000 1227.0 19.0 215.0 39.0 276.0 258.0 1285.0 2021-03-06 05:37:12.000000 0.3.5 36.0 88.0 112.0 briefcase 16.0 https://pypi.org/project/briefcase 2021-03-06 05:37:12.000000 16.0 3324.0 3324.0 2.0
131 129 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 2021-12-15 13:51:36.167000 2021-12-08 13:47:41.000000 655.0 8.0 53.0 11.0 42.0 38.0 790.0 2021-10-05 13:05:13.000000 1.3.3 19.0 27.0 17.0 conda-forge/yappi yappi 851.0 510.0 https://pypi.org/project/yappi 2021-12-15 13:51:36.167000 341.0 1050846.0 1052590.0 https://anaconda.org/conda-forge/yappi 2021-11-07 16:26:03.838000 95969.0 3.0
132 130 pdoc3 https://github.com/pdoc3/pdoc Auto-generate API documentation for Python projects. documentation 27 True pdoc3/pdoc https://github.com/pdoc3/pdoc AGPL-3.0 2019-01-02 02:32:40.000000 2021-11-08 07:00:59.000000 2021-09-24 14:45:57.000000 569.0 117.0 9.0 105.0 186.0 767.0 2021-08-03 14:51:19.000000 0.10.0 34.0 56.0 87.0 pdoc3 1327.0 1210.0 https://pypi.org/project/pdoc3 2021-08-03 14:51:19.000000 117.0 155548.0 155548.0 2.0
133 131 green https://github.com/CleanCut/green Green is a clean, colorful, fast python test runner. testing 27 True CleanCut/green https://github.com/CleanCut/green MIT 2014-04-01 20:08:18.000000 2022-01-12 19:09:22.000000 2022-01-12 19:06:08.000000 1055.0 7.0 74.0 23.0 71.0 168.0 718.0 2022-01-12 19:09:22.000000 3.4.0 142.0 37.0 2.0 conda-forge/green green 840.0 632.0 https://pypi.org/project/green 2022-01-12 19:09:22.000000 208.0 12470.0 14219.0 https://anaconda.org/conda-forge/green 2020-11-12 18:09:27.157000 90981.0 3.0
134 132 mkdocstrings https://github.com/mkdocstrings/mkdocstrings Automatic documentation from sources, for MkDocs. documentation 27 True mkdocstrings/mkdocstrings https://github.com/mkdocstrings/mkdocstrings ISC 2019-12-09 18:09:09.000000 2021-12-28 21:56:42.000000 2021-12-28 21:55:11.000000 477.0 14.0 59.0 6.0 117.0 160.0 580.0 2021-12-27 17:59:42.000000 0.17.0 41.0 26.0 52.0 conda-forge/mkdocstrings ['mkdocs'] mkdocstrings 145.0 https://pypi.org/project/mkdocstrings 2021-12-27 17:59:42.000000 145.0 89243.0 89998.0 https://anaconda.org/conda-forge/mkdocstrings 2021-12-28 00:30:39.821000 11326.0 2.0
135 133 sphinx-bootstrap-theme https://github.com/ryan-roemer/sphinx-bootstrap-theme Sphinx Bootstrap Theme. documentation 27 True ryan-roemer/sphinx-bootstrap-theme https://github.com/ryan-roemer/sphinx-bootstrap-theme MIT 2011-12-07 14:53:00.000000 2021-10-02 23:08:01.000000 2021-10-02 23:08:01.000000 396.0 206.0 24.0 91.0 81.0 577.0 2021-09-12 03:26:49.000000 0.8.0 57.0 38.0 56.0 ['sphinx'] sphinx-bootstrap-theme 592.0 https://pypi.org/project/sphinx-bootstrap-theme 2021-09-12 03:26:49.000000 592.0 283150.0 283150.0 2.0
136 134 darglint https://github.com/terrencepreilly/darglint A python documentation linter which checks that the docstring description matches the definition. linters 27 True terrencepreilly/darglint https://github.com/terrencepreilly/darglint MIT 2017-09-25 14:11:21.000000 2022-01-05 16:47:01.000000 2021-10-18 03:34:23.000000 504.0 3.0 34.0 7.0 52.0 92.0 376.0 2021-10-18 03:40:35.000000 1.8.1 48.0 22.0 48.0 conda-forge/darglint darglint 1571.0 1518.0 https://pypi.org/project/darglint 2021-10-18 03:40:35.000000 53.0 199237.0 200241.0 https://anaconda.org/conda-forge/darglint 2021-11-05 17:11:34.449000 28135.0 3.0
137 135 gast https://github.com/serge-sans-paille/gast Python AST that abstracts the underlying Python version. ast 27 True serge-sans-paille/gast https://github.com/serge-sans-paille/gast BSD-3-Clause 2016-07-18 10:39:07.000000 2021-11-15 08:20:52.503000 2021-11-13 21:38:20.000000 92.0 2.0 25.0 10.0 40.0 25.0 118.0 2021-11-13 21:39:31.000000 0.5.3 20.0 10.0 1.0 conda-forge/gast gast 76127.0 74264.0 https://pypi.org/project/gast 2021-11-13 21:39:31.000000 1863.0 10494771.0 10525634.0 https://anaconda.org/conda-forge/gast 2021-11-15 08:20:52.503000 1358007.0 3.0 -2.0
138 136 alive-progress https://github.com/rsalmei/alive-progress A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!. logging 26 True rsalmei/alive-progress https://github.com/rsalmei/alive-progress MIT 2019-08-05 05:54:30.000000 2021-12-14 18:04:25.000000 2021-11-06 05:27:01.000000 493.0 23.0 130.0 40.0 30.0 69.0 2995.0 2021-10-19 01:28:57.000000 2.1.0 21.0 1.0 25.0 conda-forge/alive-progress alive-progress 588.0 539.0 https://pypi.org/project/alive-progress 2021-10-19 01:28:57.000000 49.0 21242.0 21751.0 https://anaconda.org/conda-forge/alive-progress 2021-01-08 03:33:35.990000 11726.0 3.0
139 137 pytest-benchmark https://github.com/ionelmc/pytest-benchmark py.test fixture for benchmarking code. testing 26 True ionelmc/pytest-benchmark https://github.com/ionelmc/pytest-benchmark BSD-2-Clause 2014-10-10 10:55:33.000000 2021-12-15 15:32:37.134000 2021-06-14 13:01:06.000000 986.0 92.0 17.0 61.0 78.0 842.0 2021-04-17 19:47:26.000000 3.4.1 42.0 34.0 78.0 conda-forge/pytest-benchmark ['pytest'] pytest-benchmark 3026.0 2470.0 https://pypi.org/project/pytest-benchmark 2021-04-17 19:47:26.000000 556.0 297434.0 313767.0 https://anaconda.org/conda-forge/pytest-benchmark 2021-04-18 21:19:04.860000 1143378.0 3.0
140 138 asv https://github.com/airspeed-velocity/asv Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. testing 26 True airspeed-velocity/asv https://github.com/airspeed-velocity/asv BSD-3-Clause 2013-11-07 20:43:31.000000 2021-12-11 11:48:01.000000 2021-08-15 10:06:12.000000 1894.0 132.0 18.0 567.0 301.0 624.0 2020-05-16 12:35:26.000000 0.4.2 16.0 55.0 114.0 conda-forge/asv asv 283.0 220.0 https://pypi.org/project/asv 2020-05-16 12:33:41.000000 63.0 26779.0 36094.0 https://anaconda.org/conda-forge/asv 2021-11-08 20:30:28.394000 558957.0 3.0
141 139 pytest-watch https://github.com/joeyespo/pytest-watch Local continuous test runner with pytest and watchdog. testing 26 False joeyespo/pytest-watch https://github.com/joeyespo/pytest-watch MIT 2015-01-12 02:08:20.000000 2021-12-08 10:01:20.000000 2019-06-15 20:36:43.000000 183.0 50.0 12.0 48.0 42.0 617.0 2018-05-20 19:52:16.000000 4.2.0 17.0 16.0 39.0 conda-forge/pytest-watch ['pytest'] pytest-watch 3835.0 3261.0 https://pypi.org/project/pytest-watch 2018-05-20 19:52:16.000000 574.0 217645.0 218764.0 https://anaconda.org/conda-forge/pytest-watch 2021-08-21 18:28:52.305000 53724.0 3.0
142 140 autoflake https://github.com/myint/autoflake Removes unused imports and unused variables as reported by pyflakes. refactoring 26 False myint/autoflake https://github.com/myint/autoflake MIT 2012-12-27 03:40:17.000000 2021-09-01 03:13:36.000000 2020-12-27 17:36:40.000000 439.0 51.0 10.0 36.0 33.0 467.0 2019-08-04 15:14:24.000000 1.3.1 36.0 17.0 33.0 conda-forge/autoflake autoflake 4088.0 3589.0 https://pypi.org/project/autoflake 2019-08-04 15:14:24.000000 499.0 530665.0 537864.0 https://anaconda.org/conda-forge/autoflake 2021-05-26 15:10:21.374000 237578.0 2.0
143 141 python-coloredlogs https://github.com/xolox/python-coloredlogs Colored terminal output for Pythons logging module. logging 26 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 273.0 37.0 7.0 34.0 49.0 447.0 2021-06-11 10:22:42.000000 15.0.1 63.0 16.0 25.0 coloredlogs 11730.0 9996.0 https://pypi.org/project/coloredlogs 2021-06-11 10:22:42.000000 1734.0 1786875.0 1786875.0 3.0
144 142 py2exe https://github.com/py2exe/py2exe A distutils extension to create standalone Windows programs from Python code. packaging 26 True py2exe/py2exe https://github.com/py2exe/py2exe MIT 2019-03-11 13:16:35.000000 2022-01-09 21:22:22.000000 2021-11-16 21:13:22.000000 1005.0 30.0 44.0 15.0 24.0 91.0 346.0 2021-12-15 13:42:30.109000 0.6.6 19.0 14.0 5.0 py2exe 1548.0 1372.0 https://pypi.org/project/py2exe 2021-12-15 13:42:30.109000 176.0 20675.0 20886.0 3.0 7205.0
145 143 flake8-comprehensions https://github.com/adamchainz/flake8-comprehensions A flake8 plugin to help you write better list/set/dict comprehensions. linters 26 True adamchainz/flake8-comprehensions https://github.com/adamchainz/flake8-comprehensions MIT 2016-04-05 12:15:56.000000 2022-01-11 10:23:50.000000 2022-01-11 10:23:49.000000 407.0 30.0 16.0 5.0 358.0 34.0 323.0 2022-01-10 17:10:08.000000 3.8.0 31.0 12.0 8.0 conda-forge/flake8-comprehensions ['flake8'] flake8-comprehensions 528.0 https://pypi.org/project/flake8-comprehensions 2022-01-10 17:10:08.000000 528.0 472727.0 480542.0 https://anaconda.org/conda-forge/flake8-comprehensions 2022-01-10 21:45:55.529000 484553.0 3.0
146 144 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 2021-12-12 11:01:59.000000 2021-06-16 15:01:08.000000 222.0 33.0 7.0 79.0 38.0 195.0 2021-03-21 15:51:09.000000 0.8.1 17.0 15.0 9.0 conda-forge/pytest-mypy ['pytest'] pytest-mypy 1727.0 1444.0 https://pypi.org/project/pytest-mypy 2021-03-21 15:51:09.000000 283.0 491389.0 492222.0 https://anaconda.org/conda-forge/pytest-mypy 2020-11-24 14:50:18.057000 19177.0 3.0
147 145 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 26 True ronaldoussoren/py2app https://github.com/ronaldoussoren/py2app MIT 2020-01-14 11:27:41.000000 2022-01-06 12:11:00.000000 2022-01-06 12:11:00.000000 697.0 1.0 18.0 12.0 16.0 271.0 166.0 2021-09-27 15:32:37.000000 0.26.1 42.0 27.0 107.0 py2app 4710.0 3884.0 https://pypi.org/project/py2app 2021-09-27 15:32:37.000000 826.0 13425.0 13425.0 3.0
148 146 flake8-isort https://github.com/gforcada/flake8-isort flake8 plugin that integrates isort. linters 26 True gforcada/flake8-isort https://github.com/gforcada/flake8-isort GPL-2.0 2015-09-12 19:25:34.000000 2021-12-03 11:26:42.000000 2021-12-03 11:26:42.000000 274.0 2.0 40.0 6.0 61.0 40.0 114.0 2021-10-14 11:43:49.000000 4.1.1 33.0 30.0 13.0 conda-forge/flake8-isort ['flake8'] flake8-isort 5035.0 4446.0 https://pypi.org/project/flake8-isort 2021-10-14 11:43:49.000000 589.0 457942.0 458486.0 https://anaconda.org/conda-forge/flake8-isort 2021-10-14 14:17:41.684000 14713.0 3.0
149 147 vulture https://github.com/jendrikseipp/vulture Find dead Python code. refactoring 25 True jendrikseipp/vulture https://github.com/jendrikseipp/vulture MIT 2016-08-11 15:39:58.647000 2022-01-03 17:23:29.000000 2022-01-03 17:23:29.000000 683.0 2.0 93.0 18.0 118.0 138.0 1988.0 2021-01-16 17:51:40.000000 2.3 42.0 30.0 15.0 conda-forge/vulture vulture 1579.0 1362.0 https://pypi.org/project/vulture 2021-01-16 17:49:50.000000 217.0 183762.0 184545.0 https://anaconda.org/conda-forge/vulture 2020-08-11 23:14:02.062000 50959.0 2.0
150 148 dephell https://github.com/dephell/dephell Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build.. dependency-managers 25 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 2145.0 106.0 23.0 221.0 161.0 1731.0 2020-04-28 06:31:17.000000 .0.8.3 30.0 37.0 108.0 dephell 345.0 333.0 https://pypi.org/project/dephell 2020-04-28 06:29:24.000000 12.0 4684.0 4689.0 3.0 167.0
151 149 pdbpp https://github.com/pdbpp/pdbpp pdb++, a drop-in replacement for pdb (the Python debugger). debugging 25 True pdbpp/pdbpp https://github.com/pdbpp/pdbpp BSD-3-Clause 2017-06-11 13:42:16.000000 2021-12-04 10:32:13.000000 2021-11-27 18:29:02.000000 698.0 1.0 46.0 17.0 301.0 116.0 843.0 2021-07-09 22:22:20.000000 0.10.3 26.0 40.0 64.0 conda-forge/pdbpp pdbpp 3082.0 2490.0 https://pypi.org/project/pdbpp 2021-07-09 22:22:20.000000 592.0 177369.0 178641.0 https://anaconda.org/conda-forge/pdbpp 2021-07-11 15:21:48.419000 67462.0 3.0
152 150 python-hunter https://github.com/ionelmc/python-hunter Hunter is a flexible code tracing toolkit. debugging 25 True ionelmc/python-hunter https://github.com/ionelmc/python-hunter BSD-2-Clause 2015-03-16 18:03:16.000000 2021-12-15 20:38:09.000000 2021-12-15 17:43:12.000000 1026.0 67.0 36.0 13.0 21.0 50.0 657.0 2021-12-15 20:36:30.000000 3.4.3 49.0 9.0 37.0 hunter 99.0 78.0 https://pypi.org/project/hunter 2021-12-15 20:36:30.000000 21.0 9364.0 9364.0 3.0
153 151 redbaron https://github.com/PyCQA/redbaron Bottom-up approach to refactoring in python. refactoring 25 True pycqa/redbaron https://github.com/PyCQA/redbaron LGPL-3.0+ 2014-03-23 05:34:39.000000 2021-12-09 03:12:39.000000 2021-12-09 03:12:36.000000 1672.0 3.0 67.0 28.0 105.0 46.0 624.0 2019-03-17 19:03:54.000000 0.9.2 15.0 34.0 80.0 redbaron 459.0 343.0 https://pypi.org/project/redbaron 2019-03-17 18:59:01.000000 116.0 24347.0 24347.0 2.0
154 152 Mamba Test Runner https://github.com/nestorsalceda/mamba The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD). testing 25 False nestorsalceda/mamba https://github.com/nestorsalceda/mamba MIT 2013-03-12 18:53:42.000000 2021-12-09 22:04:56.000000 2020-11-16 12:31:58.000000 468.0 63.0 23.0 84.0 52.0 483.0 2020-11-16 12:36:24.000000 0.11.2 21.0 22.0 45.0 mamba 516.0 398.0 https://pypi.org/project/mamba 2020-11-16 12:35:41.000000 118.0 23150.0 23150.0 3.0
155 153 pytest-randomly https://github.com/pytest-dev/pytest-randomly Pytest plugin to randomly order tests and control random.seed. testing 25 True pytest-dev/pytest-randomly https://github.com/pytest-dev/pytest-randomly MIT 2016-04-08 15:48:10.000000 2022-01-10 23:34:38.000000 2022-01-10 23:34:37.000000 442.0 42.0 22.0 3.0 392.0 42.0 392.0 2022-01-10 17:14:34.000000 3.11.0 29.0 16.0 6.0 pytest-randomly 178.0 https://pypi.org/project/pytest-randomly 2022-01-10 17:14:34.000000 178.0 334312.0 334312.0 3.0
156 154 interrogate https://github.com/econchick/interrogate Explain yourself! Interrogate a codebase for docstring coverage. documentation 25 True econchick/interrogate https://github.com/econchick/interrogate MIT 2020-04-24 02:33:25.000000 2022-01-03 07:09:36.000000 2021-12-27 17:39:09.000000 174.0 2.0 26.0 4.0 69.0 23.0 332.0 2021-09-10 23:05:20.000000 1.5.0 14.0 12.0 8.0 interrogate 1284.0 1249.0 https://pypi.org/project/interrogate 2021-09-10 23:05:20.000000 35.0 66815.0 66815.0 3.0
157 155 baron https://github.com/PyCQA/baron IDE allow you to refactor code, Baron allows you to write refactoring code. refactoring 25 True PyCQA/baron https://github.com/PyCQA/baron LGPL-3.0 2013-03-21 12:19:00.000000 2021-12-09 03:34:37.000000 2021-12-09 03:33:22.000000 1505.0 9.0 52.0 14.0 100.0 29.0 266.0 2021-12-09 03:33:32.000000 0.10.1 21.0 33.0 46.0 baron 250.0 191.0 https://pypi.org/project/baron 2021-12-09 03:33:32.000000 59.0 25469.0 25469.0 2.0
158 156 flake8-quotes https://github.com/zheller/flake8-quotes Flake8 extension for checking quotes in python. linters 25 True zheller/flake8-quotes https://github.com/zheller/flake8-quotes MIT 2014-03-10 00:05:08.000000 2021-12-15 15:00:09.741000 2021-10-19 07:06:59.000000 104.0 2.0 33.0 3.0 61.0 40.0 135.0 2021-10-19 07:07:05.000000 3.3.1 40.0 30.0 3.0 conda-forge/flake8-quotes ['flake8'] flake8-quotes 4951.0 4127.0 https://pypi.org/project/flake8-quotes 2021-12-15 15:00:09.741000 824.0 409763.0 418905.0 https://anaconda.org/conda-forge/flake8-quotes 2021-10-19 22:36:39.426000 585100.0 3.0
159 157 icecream https://github.com/gruns/icecream Never use print() to debug again. debugging 24 True gruns/icecream https://github.com/gruns/icecream MIT 2018-02-13 18:56:12.000000 2021-12-18 12:23:07.000000 2021-08-31 15:45:26.000000 213.0 114.0 50.0 32.0 60.0 5648.0 2021-06-22 20:52:25.000000 2.1.1 15.0 16.0 26.0 icecream 30.0 https://pypi.org/project/icecream 2021-06-22 20:47:50.000000 30.0 106129.0 106129.0 3.0
160 158 rebound https://github.com/shobrook/rebound Command-line tool that instantly fetches Stack Overflow results when an exception is thrown. logging 24 True shobrook/rebound https://github.com/shobrook/rebound MIT 2017-05-29 17:11:25.872000 2022-01-12 17:28:16.364000 2021-01-04 03:14:37.000000 166.0 357.0 78.0 39.0 38.0 3778.0 2022-01-12 15:03:09.000000 3.19.0 174.0 16.0 20.0 conda-forge/rebound rebound 38.0 22.0 https://pypi.org/project/rebound 2022-01-12 15:03:09.000000 16.0 1764.0 4715.0 https://anaconda.org/conda-forge/rebound 2022-01-12 17:28:16.364000 165133.0 3.0 175.0
161 159 MonkeyType https://github.com/Instagram/MonkeyType A Python library that generates static type annotations by collecting runtime types. refactoring 24 True Instagram/MonkeyType https://github.com/Instagram/MonkeyType BSD-3-Clause 2017-07-11 00:19:00.000000 2021-10-03 07:01:51.000000 2021-09-15 00:20:06.000000 289.0 129.0 50.0 105.0 112.0 3639.0 2021-05-21 22:24:36.000000 21.5.0 21.0 37.0 37.0 conda-forge/monkeytype monkeytype 182.0 159.0 https://pypi.org/project/monkeytype 2021-05-21 22:24:36.000000 23.0 24806.0 25590.0 https://anaconda.org/conda-forge/monkeytype 2021-05-22 12:13:35.937000 37674.0 3.0
162 160 PyOxidizer https://github.com/indygreg/PyOxidizer A modern Python application packaging and distribution tool. packaging 24 True indygreg/PyOxidizer https://github.com/indygreg/PyOxidizer MPL-2.0 2018-12-18 23:32:13.000000 2022-01-11 20:48:23.000000 2022-01-10 05:04:37.000000 5263.0 446.0 135.0 55.0 87.0 166.0 3422.0 2021-10-26 00:49:29.000000 pyoxidizer/0.18.0 10.0 37.0 254.0 60.0 3.0 1457.0
163 161 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 24 True linkedin/shiv https://github.com/linkedin/shiv BSD-2-Clause 2018-03-13 18:46:23.000000 2021-11-18 17:19:55.000000 2021-11-18 16:53:47.000000 194.0 4.0 75.0 29.0 103.0 70.0 1348.0 2021-11-18 17:19:55.000000 1.0.0 57.0 34.0 33.0 shiv 12.0 https://pypi.org/project/shiv 2021-11-18 17:12:31.000000 12.0 4946.0 4951.0 3.0 158.0
164 162 paver https://github.com/paver/paver Python-based project scripting. build-tools 24 True paver/paver https://github.com/paver/paver BSD-3-Clause 2010-11-11 09:43:52.000000 2021-06-21 14:55:20.000000 2021-06-21 14:55:20.000000 534.0 78.0 14.0 84.0 93.0 446.0 2017-12-31 01:13:41.000000 1.3.4 28.0 45.0 37.0 conda-forge/paver paver 961.0 https://pypi.org/project/paver 2017-12-31 01:13:41.000000 961.0 37141.0 37522.0 https://anaconda.org/conda-forge/paver 2018-07-24 12:48:36.122000 23681.0 3.0
165 163 sphinx-autobuild https://github.com/executablebooks/sphinx-autobuild Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a livereload enabled.. documentation 24 True executablebooks/sphinx-autobuild https://github.com/executablebooks/sphinx-autobuild MIT 2013-12-25 17:09:56.000000 2021-06-24 02:56:51.000000 2021-03-14 13:43:08.000000 285.0 51.0 12.0 54.0 44.0 371.0 2021-03-14 13:46:47.000000 2021.3.14 15.0 17.0 14.0 conda-forge/sphinx-autobuild ['sphinx'] sphinx-autobuild 2586.0 https://pypi.org/project/sphinx-autobuild 2021-03-14 13:46:47.000000 2586.0 180609.0 182012.0 https://anaconda.org/conda-forge/sphinx-autobuild 2021-03-14 17:15:24.297000 79997.0 3.0
166 164 flake8-import-order https://github.com/PyCQA/flake8-import-order Flake8 plugin that checks import order against various Python Style Guides. linters 24 False 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 274.0 61.0 9.0 87.0 85.0 252.0 2019-03-04 08:39:11.000000 0.18.1 34.0 40.0 13.0 conda-forge/flake8-import-order ['flake8'] flake8-import-order 1138.0 https://pypi.org/project/flake8-import-order 2019-03-04 08:39:11.000000 1138.0 283351.0 286637.0 https://anaconda.org/conda-forge/flake8-import-order 2019-03-06 03:48:48.199000 203762.0 3.0
167 165 docformatter https://github.com/myint/docformatter Formats docstrings to follow PEP 257. formatters 24 False 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 441.0 34.0 10.0 33.0 22.0 243.0 2019-11-10 16:23:03.000000 1.3.1 48.0 15.0 27.0 docformatter 894.0 805.0 https://pypi.org/project/docformatter 2020-12-27 18:11:12.000000 89.0 70937.0 70937.0 3.0
168 166 flake8-eradicate https://github.com/wemake-services/flake8-eradicate Flake8 plugin to find commented out or dead code. linters 24 True wemake-services/flake8-eradicate https://github.com/wemake-services/flake8-eradicate MIT 2018-09-21 06:58:51.000000 2022-01-10 09:25:24.000000 2022-01-10 09:25:22.000000 335.0 16.0 7.0 4.0 204.0 27.0 215.0 2021-10-19 12:43:12.000000 1.2.0 12.0 13.0 1.0 ['flake8'] flake8-eradicate 65.0 https://pypi.org/project/flake8-eradicate 2021-10-19 12:43:12.000000 65.0 209923.0 209923.0 3.0
169 167 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 2022-01-06 13:22:58.000000 2022-01-06 13:22:40.000000 420.0 3.0 32.0 10.0 47.0 46.0 128.0 2021-06-22 12:00:47.000000 0.9.25 25.0 19.0 7.0 conda-forge/asteval asteval 873.0 713.0 https://pypi.org/project/asteval 2021-06-22 12:00:47.000000 160.0 111577.0 114014.0 https://anaconda.org/conda-forge/asteval 2021-02-27 14:24:12.922000 153585.0 3.0
170 168 vprof https://github.com/nvdv/vprof Visual profiler for Python. profiling 23 True nvdv/vprof https://github.com/nvdv/vprof BSD-2-Clause 2015-06-29 03:59:39.000000 2021-02-20 07:50:28.000000 2021-02-20 07:47:40.000000 619.0 167.0 74.0 31.0 56.0 3808.0 2018-06-24 14:16:36.000000 0.37.6 24.0 17.0 26.0 vprof 103.0 87.0 https://pypi.org/project/vprof 2020-02-29 13:31:59.000000 16.0 3345.0 3345.0 3.0
171 169 pyt https://github.com/python-security/pyt A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications. security 23 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 1576.0 227.0 73.0 116.0 76.0 2061.0 2018-11-01 16:02:57.000000 0.42 15.0 22.0 21.0 python-taint 68.0 56.0 https://pypi.org/project/python-taint 2018-11-01 16:02:04.000000 12.0 2647.0 2648.0 3.0 71.0
172 170 Bowler https://github.com/facebookincubator/Bowler Safe code refactoring for modern Python. refactoring 23 True facebookincubator/Bowler https://github.com/facebookincubator/Bowler MIT 2018-06-07 21:44:17.000000 2021-12-30 11:53:38.000000 2021-09-01 18:41:12.000000 183.0 88.0 28.0 72.0 34.0 1349.0 2020-09-17 01:55:39.000000 0.9.0 8.0 26.0 46.0 conda-forge/bowler bowler 7.0 https://pypi.org/project/bowler 2020-09-17 01:55:39.000000 7.0 39089.0 39388.0 https://anaconda.org/conda-forge/bowler 2019-06-12 18:37:14.246000 11398.0 3.0
173 171 beartype https://github.com/beartype/beartype Unbearably fast O(1) runtime type-checking in pure Python. linters 23 True beartype/beartype https://github.com/beartype/beartype MIT 2020-04-03 06:06:22.000000 2022-01-13 08:17:01.000000 2022-01-13 08:18:25.000000 530.0 72.0 18.0 7.0 16.0 54.0 1020.0 2021-11-06 06:22:43.000000 0.9.1 16.0 9.0 10.0 conda-forge/beartype beartype 23.0 https://pypi.org/project/beartype 2021-11-06 06:22:43.000000 23.0 39791.0 40294.0 https://anaconda.org/conda-forge/beartype 2021-11-06 11:46:27.962000 9573.0 3.0
174 172 pynsist https://github.com/takluyver/pynsist Build Windows installers for Python applications. packaging 23 True takluyver/pynsist https://github.com/takluyver/pynsist MIT 2014-03-30 19:11:21.000000 2022-01-13 11:17:04.000000 2021-12-01 21:13:53.000000 550.0 3.0 101.0 33.0 86.0 134.0 741.0 2020-07-03 08:11:24.000000 2.5.1 21.0 29.0 25.0 pynsist 47.0 https://pypi.org/project/pynsist 2021-03-28 16:28:58.000000 47.0 1559.0 1559.0 3.0
175 173 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 2021-11-11 16:57:18.000000 2021-11-11 16:24:42.000000 418.0 11.0 24.0 15.0 12.0 20.0 680.0 2021-11-11 16:57:18.000000 0.4.1 12.0 21.0 18.0 snoop 12.0 https://pypi.org/project/snoop 2021-11-11 16:57:18.000000 12.0 15925.0 15925.0 3.0
176 174 constructor https://github.com/conda/constructor tool for creating installers from conda packages. packaging 23 True conda/constructor https://github.com/conda/constructor BSD-3-Clause 2016-02-12 06:52:50.000000 2022-01-11 13:30:39.000000 2022-01-11 13:28:28.000000 979.0 20.0 134.0 28.0 235.0 200.0 335.0 2022-01-04 16:33:51.000000 3.2.2 37.0 49.0 58.0 constructor 12.0 12.0 78.0 https://anaconda.org/anaconda/constructor 2021-04-01 17:48:58.348000 5063.0 3.0 225.0
177 175 check-manifest https://github.com/mgedmin/check-manifest Tool to check the completeness of MANIFEST.in for Python packages. linters 23 True mgedmin/check-manifest https://github.com/mgedmin/check-manifest MIT 2013-03-05 15:27:20.000000 2021-10-16 09:35:31.000000 2021-10-16 09:35:29.000000 527.0 1.0 31.0 5.0 59.0 72.0 248.0 41.0 20.0 16.0 conda-forge/check-manifest check-manifest 9499.0 7010.0 https://pypi.org/project/check-manifest 2021-09-22 09:08:46.000000 2489.0 134408.0 135412.0 https://anaconda.org/conda-forge/check-manifest 2021-09-22 11:40:52.389000 37162.0 3.0
178 176 mkdocs-pdf-export-plugin https://github.com/zhaoterryy/mkdocs-pdf-export-plugin An MkDocs plugin to export content pages as PDF files. documentation 23 True zhaoterryy/mkdocs-pdf-export-plugin https://github.com/zhaoterryy/mkdocs-pdf-export-plugin MIT 2018-02-20 15:06:51.000000 2022-01-13 00:51:00.000000 2021-10-05 01:31:10.000000 72.0 34.0 17.0 29.0 45.0 224.0 2021-10-05 01:33:27.000000 0.5.10 24.0 11.0 41.0 ['mkdocs'] mkdocs-pdf-export-plugin 193.0 189.0 https://pypi.org/project/mkdocs-pdf-export-plugin 2021-10-05 01:33:27.000000 4.0 12146.0 12146.0 3.0
179 177 releases https://github.com/bitprophet/releases A powerful Sphinx changelog-generating extension. documentation 23 True bitprophet/releases https://github.com/bitprophet/releases BSD-2-Clause 2013-09-16 03:56:37.000000 2021-12-15 14:41:21.229000 2021-09-24 20:54:11.000000 522.0 36.0 5.0 26.0 43.0 159.0 2020-01-11 00:29:49.000000 1.6.3 33.0 10.0 33.0 ['sphinx'] releases 773.0 408.0 https://pypi.org/project/releases 2020-01-11 00:29:49.000000 365.0 12459.0 12459.0 3.0
180 178 flake8-commas https://github.com/PyCQA/flake8-commas Flake8 extension for enforcing trailing commas in python. linters 23 True PyCQA/flake8-commas https://github.com/PyCQA/flake8-commas MIT 2015-12-16 09:25:13.000000 2021-10-13 19:25:52.000000 2021-10-13 19:25:45.000000 176.0 23.0 3.0 38.0 26.0 128.0 2021-10-13 19:25:39.000000 2.1.0 20.0 12.0 5.0 ['flake8'] flake8-commas 334.0 https://pypi.org/project/flake8-commas 2021-10-13 19:25:39.000000 334.0 215394.0 215394.0 3.0
181 179 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 2021-10-19 01:43:50.000000 2021-10-19 01:43:50.000000 99.0 1.0 195.0 74.0 53.0 41.0 4096.0 2021-01-29 16:48:55.000000 0.3.3 16.0 15.0 29.0 better-exceptions 58.0 https://pypi.org/project/better-exceptions 2021-01-29 16:48:55.000000 58.0 25284.0 25284.0 3.0
182 180 Profiling https://github.com/what-studio/profiling Was an interactive continuous Python profiler. profiling 22 False what-studio/profiling https://github.com/what-studio/profiling BSD-3-Clause 2014-09-03 10:35:57.000000 2021-12-15 15:24:47.133000 2020-08-24 01:31:58.000000 433.0 120.0 75.0 25.0 20.0 2991.0 2017-06-28 06:10:16.000000 0.1.3 4.0 18.0 17.0 profiling 50.0 45.0 https://pypi.org/project/profiling 2021-12-15 15:24:47.133000 5.0 5576.0 5576.0 3.0
183 181 PrettyErrors https://github.com/onelivesleft/PrettyErrors Prettify Python exception output to make it legible. logging 22 True onelivesleft/PrettyErrors https://github.com/onelivesleft/PrettyErrors MIT 2018-11-15 16:02:27.000000 2021-11-24 14:38:57.000000 2021-11-24 14:32:14.000000 130.0 1.0 71.0 29.0 10.0 36.0 2424.0 2021-11-24 14:32:07.000000 1.2.25 48.0 5.0 1.0 pretty_errors 39.0 https://pypi.org/project/pretty_errors 2021-11-24 14:32:07.000000 39.0 22011.0 22011.0 3.0
184 182 sixpack https://github.com/sixpack/sixpack Sixpack is a language-agnostic a/b-testing framework. testing 22 False 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 828.0 185.0 73.0 167.0 125.0 1721.0 2017-11-22 14:27:35.000000 2.7.0 37.0 56.0 88.0 sixpack 14.0 10.0 https://pypi.org/project/sixpack 2017-11-22 14:27:35.000000 4.0 291.0 291.0 3.0
185 183 Birdseye https://github.com/alexmojaki/birdseye Graphical Python debugger which lets you easily view the values of all evaluated expressions. debugging 22 True alexmojaki/birdseye https://github.com/alexmojaki/birdseye MIT 2017-07-22 18:49:20.000000 2021-11-11 16:04:25.000000 2021-11-11 16:04:02.000000 412.0 3.0 70.0 47.0 47.0 32.0 1444.0 2021-11-11 16:04:25.000000 0.9.3 38.0 10.0 18.0 birdseye 3.0 https://pypi.org/project/birdseye 2021-11-11 16:04:25.000000 3.0 1358.0 1358.0 3.0
186 184 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 159.0 33.0 8.0 26.0 15.0 1152.0 2020-10-31 13:10:42.000000 0.2.5 14.0 6.0 11.0 stackprinter 106.0 86.0 https://pypi.org/project/stackprinter 2020-10-31 13:06:59.000000 20.0 303934.0 303934.0 3.0
187 185 blacken-docs https://github.com/asottile/blacken-docs Run `black` on python code blocks in documentation files. documentation 22 True asottile/blacken-docs https://github.com/asottile/blacken-docs MIT 2018-06-03 02:48:01.000000 2022-01-10 22:34:12.000000 2022-01-10 22:34:11.000000 218.0 21.0 20.0 5.0 98.0 36.0 304.0 2021-11-19 00:15:07.000000 1.12.0 21.0 13.0 3.0 conda-forge/blacken-docs blacken-docs 16.0 https://pypi.org/project/blacken-docs 2021-11-19 00:15:07.000000 16.0 14856.0 15913.0 https://anaconda.org/conda-forge/blacken-docs 2021-11-19 03:21:02.811000 19038.0 3.0
188 186 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 22 True asottile/add-trailing-comma https://github.com/asottile/add-trailing-comma MIT 2017-07-10 00:55:50.000000 2022-01-10 22:31:06.000000 2022-01-10 22:31:06.000000 307.0 32.0 14.0 5.0 127.0 37.0 208.0 2021-11-20 18:06:22.000000 2.2.1 32.0 9.0 1.0 add-trailing-comma 11.0 https://pypi.org/project/add-trailing-comma 2021-11-20 18:06:22.000000 11.0 16607.0 16607.0 3.0
189 187 nitpick https://github.com/andreoliwa/nitpick Enforce the same settings on multiple projects. linters 22 True andreoliwa/nitpick https://github.com/andreoliwa/nitpick MIT 2018-03-23 14:25:24.000000 2022-01-13 09:07:37.000000 2022-01-13 09:07:36.000000 636.0 60.0 13.0 3.0 345.0 64.0 207.0 2021-11-08 00:58:03.000000 0.29.0 45.0 13.0 32.0 ['flake8'] nitpick 3.0 https://pypi.org/project/nitpick 2021-11-08 00:58:00.000000 3.0 11336.0 11336.0 3.0 4.0
190 188 mkdocs-awesome-pages-plugin https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin An MkDocs plugin that simplifies configuring page titles and their order. documentation 22 True lukasgeiter/mkdocs-awesome-pages-plugin https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin MIT 2018-02-06 21:09:24.000000 2021-12-27 19:37:52.000000 2021-12-27 19:37:29.000000 66.0 11.0 20.0 7.0 10.0 39.0 207.0 2021-11-22 17:59:06.000000 2.6.1 19.0 3.0 7.0 ['mkdocs'] mkdocs-awesome-pages-plugin 60.0 https://pypi.org/project/mkdocs-awesome-pages-plugin 2021-11-22 17:53:48.000000 60.0 36094.0 36094.0 3.0
191 189 data-science-types https://github.com/predictive-analytics-lab/data-science-types Mypy stubs, i.e., type information, for numpy, pandas and matplotlib. linters 22 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 446.0 57.0 9.0 171.0 23.0 186.0 2021-02-16 16:47:31.000000 0.2.23 26.0 44.0 39.0 data-science-types 168.0 160.0 https://pypi.org/project/data-science-types 2021-02-16 16:45:03.000000 8.0 34333.0 34333.0 3.0
192 190 xdoctest https://github.com/Erotemic/xdoctest A rewrite of Pythons builtin doctest module (with pytest plugin integration) with AST instead of REGEX. testing 22 True Erotemic/xdoctest https://github.com/Erotemic/xdoctest Apache-2.0 2017-09-24 01:59:02.000000 2021-12-20 22:57:51.000000 2021-12-20 22:57:18.000000 676.0 1.0 7.0 4.0 78.0 20.0 130.0 2021-10-06 11:58:58.000000 0.15.10 62.0 7.0 17.0 xdoctest 2020.0 1958.0 https://pypi.org/project/xdoctest 2021-10-06 11:58:58.000000 62.0 95824.0 95824.0 3.0 conda-forge/xdoctest
193 191 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 2021-12-19 14:16:49.287000 2018-06-28 13:35:12.000000 500.0 13.0 4.0 67.0 2018-08-16 03:16:49.000000 0.54.0 52.0 61.0 conda-forge/memory_profiler memory_profiler 268.0 https://pypi.org/project/memory_profiler 2018-08-16 03:16:49.000000 268.0 417461.0 419638.0 https://anaconda.org/conda-forge/memory_profiler 2021-12-19 14:16:49.287000 148051.0 3.0
194 192 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 340.0 190.0 59.0 44.0 15.0 2600.0 13.0 20.0 40.0 pyrasite 44.0 38.0 https://pypi.org/project/pyrasite 2012-05-09 19:11:33.000000 6.0 22230.0 22230.0 3.0
195 193 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 2021-10-12 20:53:52.000000 2021-10-12 20:53:49.000000 95.0 54.0 28.0 61.0 33.0 1256.0 2019-09-16 15:37:03.000000 1.2.0 9.0 17.0 26.0 pyannotate 84.0 66.0 https://pypi.org/project/pyannotate 2019-09-16 15:37:03.000000 18.0 2922.0 2922.0 3.0
196 194 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 2021-12-06 12:07:14.000000 2021-07-01 09:03:43.000000 703.0 45.0 24.0 62.0 52.0 838.0 2020-09-02 06:33:11.000000 1.19.0 46.0 16.0 28.0 wily 9.0 https://pypi.org/project/wily 2021-07-01 08:25:50.000000 9.0 11172.0 11172.0 3.0
197 195 pycco https://github.com/pycco-docs/pycco Literate-style documentation generator. documentation 21 False pycco-docs/pycco https://github.com/pycco-docs/pycco MIT 2010-06-29 07:02:31.000000 2021-03-29 17:53:40.000000 2019-12-20 19:59:49.000000 222.0 143.0 15.0 64.0 28.0 764.0 2018-07-25 01:42:48.000000 0.6.0 11.0 36.0 29.0 pycco 357.0 244.0 https://pypi.org/project/pycco 2018-07-25 01:42:48.000000 113.0 1012.0 1012.0 3.0
198 196 pytest-testmon https://github.com/tarpas/pytest-testmon Selects tests affected by changed files. Continous test runner when used with pytest-watch. testing 21 True tarpas/pytest-testmon https://github.com/tarpas/pytest-testmon AGPL-3.0 2015-02-02 14:21:10.000000 2021-10-22 07:06:32.000000 2021-10-22 07:00:49.000000 287.0 2.0 29.0 13.0 63.0 88.0 505.0 2021-10-22 07:01:51.000000 1.2.2 39.0 16.0 28.0 conda-forge/pytest-testmon ['pytest'] pytest-testmon 54.0 https://pypi.org/project/pytest-testmon 2021-10-22 07:01:51.000000 54.0 92823.0 93530.0 https://anaconda.org/conda-forge/pytest-testmon 2019-08-03 00:17:17.063000 33241.0 3.0
199 197 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 2022-01-07 18:45:23.000000 2022-01-07 16:44:16.000000 166.0 7.0 41.0 15.0 162.0 25.0 291.0 2021-07-31 16:17:24.000000 0.1.4 6.0 29.0 32.0 fixit 16.0 14.0 https://pypi.org/project/fixit 2021-07-30 20:35:02.000000 2.0 6412.0 6412.0 3.0
200 198 xenon https://github.com/rubik/xenon Monitoring tool based on radon. code-metrics 21 True rubik/xenon https://github.com/rubik/xenon MIT 2014-02-14 14:19:20.000000 2021-09-03 15:36:06.000000 2021-09-03 15:36:04.000000 108.0 16.0 5.0 12.0 25.0 199.0 2021-09-03 15:34:36.000000 0.8.0 20.0 8.0 7.0 conda-forge/xenon xenon 354.0 285.0 https://pypi.org/project/xenon 2021-09-03 15:34:36.000000 69.0 47743.0 48022.0 https://anaconda.org/conda-forge/xenon 2019-10-12 20:39:43.883000 14252.0 3.0
201 199 pyenv-virtualenv https://github.com/pyenv/pyenv-virtualenv a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). virtual-envs 20 True pyenv/pyenv-virtualenv https://github.com/pyenv/pyenv-virtualenv MIT 2013-02-18 12:59:17.000000 2021-12-18 16:12:23.000000 2021-11-13 23:30:56.000000 478.0 3.0 308.0 72.0 112.0 196.0 4679.0 2019-02-14 00:27:42.000000 1.1.5 7.0 46.0 135.0 3.0
202 200 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 2022-01-10 23:36:35.000000 2022-01-10 23:36:33.000000 80.0 4.0 45.0 34.0 17.0 21.0 1482.0 2020-12-02 20:41:20.000000 20.12.2 3.0 29.0 8.0 xar 17.0 17.0 https://pypi.org/project/xar 2020-12-02 20:41:20.000000 138.0 138.0 3.0
203 201 python-manhole https://github.com/ionelmc/python-manhole Debugging manhole for python applications. debugging 20 True ionelmc/python-manhole https://github.com/ionelmc/python-manhole BSD-2-Clause 2013-06-26 21:49:34.000000 2021-12-15 14:34:12.182000 2021-09-15 11:45:37.000000 485.0 17.0 9.0 44.0 15.0 319.0 2021-04-08 20:14:54.000000 1.8.0 23.0 11.0 6.0 manhole 121.0 83.0 https://pypi.org/project/manhole 2021-04-08 20:14:54.000000 38.0 20514.0 20514.0 3.0
204 202 pytest-lazy-fixture https://github.com/TvoroG/pytest-lazy-fixture It helps to use fixtures in pytest.mark.parametrize. testing 20 True tvorog/pytest-lazy-fixture https://github.com/TvoroG/pytest-lazy-fixture MIT 2016-09-29 23:52:48.000000 2021-11-17 16:12:56.000000 2021-11-17 16:10:48.000000 95.0 1.0 15.0 9.0 20.0 20.0 234.0 2020-02-01 18:04:00.000000 0.6.3 12.0 8.0 15.0 conda-forge/pytest-lazy-fixture ['pytest'] pytest-lazy-fixture 571.0 517.0 https://pypi.org/project/pytest-lazy-fixture 2020-02-01 18:04:00.000000 54.0 233670.0 239087.0 https://anaconda.org/conda-forge/pytest-lazy-fixture 2020-02-01 18:49:47.818000 308822.0 3.0 -2.0
205 203 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 71.0 17.0 4.0 22.0 11.0 152.0 2019-10-22 13:04:22.000000 1.3.1 9.0 7.0 5.0 conda-forge/pytest-datadir ['pytest'] pytest-datadir 547.0 476.0 https://pypi.org/project/pytest-datadir 2019-10-22 13:04:22.000000 71.0 90202.0 91765.0 https://anaconda.org/conda-forge/pytest-datadir 2019-10-23 16:32:51.374000 98497.0 3.0
206 204 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 2022-01-13 02:20:29.000000 2021-10-14 20:29:54.000000 188.0 22.0 7.0 26.0 37.0 119.0 2021-07-03 02:09:02.000000 0.9.3 28.0 6.0 29.0 ['mkdocs'] mkdocs-with-pdf 87.0 87.0 https://pypi.org/project/mkdocs-with-pdf 2021-07-03 02:04:39.000000 6932.0 6932.0 3.0
207 205 flake8-black https://github.com/peterjc/flake8-black flake8 plugin to run black for checking Python coding style. linters 20 True peterjc/flake8-black https://github.com/peterjc/flake8-black MIT 2019-01-10 14:40:26.000000 2021-12-27 16:27:57.000000 2021-12-27 16:27:57.000000 101.0 4.0 8.0 2.0 23.0 14.0 102.0 2021-07-16 22:59:22.000000 0.2.3 11.0 5.0 7.0 conda-forge/flake8-black ['flake8'] flake8-black 1761.0 1642.0 https://pypi.org/project/flake8-black 2021-07-16 22:59:22.000000 119.0 200927.0 207011.0 https://anaconda.org/conda-forge/flake8-black 2021-07-17 00:37:54.092000 188628.0 3.0 -2.0
208 206 dodgy https://github.com/landscapeio/dodgy Looks at Python code to search for things which look dodgy such as passwords or diffs. security 20 True landscapeio/dodgy https://github.com/landscapeio/dodgy MIT 2013-12-25 12:22:20.000000 2021-08-29 14:44:21.000000 2021-03-21 11:36:52.000000 70.0 19.0 4.0 14.0 3.0 97.0 2019-12-31 16:44:58.000000 0.2.1 10.0 14.0 9.0 conda-forge/dodgy dodgy 1778.0 1495.0 https://pypi.org/project/dodgy 2019-12-31 16:44:58.000000 283.0 150670.0 151079.0 https://anaconda.org/conda-forge/dodgy 2020-06-10 17:10:06.579000 26632.0 3.0
209 207 flake8-builtins https://github.com/gforcada/flake8-builtins Check for python builtins being used as variables or parameters. linters 20 True gforcada/flake8-builtins https://github.com/gforcada/flake8-builtins GPL-2.0 2016-03-02 00:26:51.000000 2021-09-21 08:08:53.000000 2021-09-20 15:48:57.000000 221.0 19.0 2.0 38.0 32.0 76.0 2020-05-14 10:45:01.000000 1.5.3 23.0 15.0 2.0 conda-forge/flake8-builtins ['flake8'] flake8-builtins 3436.0 3137.0 https://pypi.org/project/flake8-builtins 2020-05-14 10:45:01.000000 299.0 325072.0 327213.0 https://anaconda.org/conda-forge/flake8-builtins 2020-05-18 15:22:26.836000 132782.0 3.0
210 208 fake2db https://github.com/emirozer/fake2db create custom test databases that are populated with fake data. testing 19 False emirozer/fake2db https://github.com/emirozer/fake2db GPL-2.0 2014-02-18 19:14:28.000000 2021-12-15 15:44:18.935000 2019-11-25 09:19:00.000000 242.0 117.0 66.0 29.0 15.0 2116.0 2019-03-09 13:53:12.000000 1.0.0 23.0 18.0 7.0 fake2db 19.0 18.0 https://pypi.org/project/fake2db 2018-02-09 15:43:23.000000 1.0 321.0 321.0 3.0
211 209 heartrate https://github.com/alexmojaki/heartrate Simple real time visualisation of the execution of a Python program. profiling 19 True alexmojaki/heartrate https://github.com/alexmojaki/heartrate MIT 2019-04-24 17:02:28.000000 2021-11-13 14:58:19.000000 2021-11-13 14:58:04.000000 27.0 2.0 115.0 30.0 4.0 3.0 1363.0 2021-11-13 14:58:19.000000 0.2.2 4.0 3.0 4.0 heartrate 36.0 33.0 https://pypi.org/project/heartrate 2021-11-13 14:58:19.000000 3.0 802.0 802.0 3.0
212 210 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 2021-12-04 05:27:25.000000 2021-12-04 05:27:25.000000 357.0 24.0 38.0 17.0 51.0 70.0 968.0 2021-07-02 13:17:04.000000 0.3.1 26.0 28.0 43.0 pyflow 1.0 https://pypi.org/project/pyflow 2021-07-02 13:17:04.000000 1.0 129.0 260.0 3.0 3808.0
213 211 portray https://github.com/timothycrosley/portray Your Project with Great Documentation. documentation 19 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 244.0 58.0 15.0 35.0 29.0 770.0 2021-06-13 08:00:00.000000 1.7.0 28.0 16.0 21.0 portray 17.0 https://pypi.org/project/portray 2021-06-13 08:00:00.000000 17.0 3829.0 3829.0 3.0
214 212 python-devtools https://github.com/samuelcolvin/python-devtools Dev tools for python. logging 19 True samuelcolvin/python-devtools https://github.com/samuelcolvin/python-devtools MIT 2017-08-20 15:30:06.000000 2021-09-29 08:43:45.000000 2021-09-08 10:38:28.000000 98.0 16.0 7.0 60.0 34.0 452.0 2021-09-29 08:43:45.000000 0.8.0 12.0 7.0 2.0 python-devtools 533.0 532.0 https://pypi.org/project/python-devtools 2017-08-21 10:32:25.000000 1.0 435.0 435.0 3.0
215 213 assertpy https://github.com/ActivisionGameScience/assertpy Simple assertion library for unit testing in python with a fluent API. testing 19 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 279.0 47.0 1.0 248.0 13.0 10.0 conda-forge/assertpy assertpy 92.0 https://pypi.org/project/assertpy 2020-07-19 14:39:02.000000 92.0 156871.0 157139.0 https://anaconda.org/conda-forge/assertpy 2020-07-19 15:23:26.710000 13442.0 3.0 -2.0
216 214 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 368.0 33.0 4.0 68.0 224.0 2021-01-11 18:40:32.000000 0.9.0 28.0 16.0 4.0 ['flake8'] flakehell 12.0 https://pypi.org/project/flakehell 2021-01-11 18:40:32.000000 12.0 31418.0 31420.0 3.0 57.0
217 215 pandas-vet https://github.com/deppen8/pandas-vet A plugin for Flake8 that checks pandas code. linters 19 True deppen8/pandas-vet https://github.com/deppen8/pandas-vet MIT 2019-02-25 05:19:51.000000 2021-11-05 15:32:59.000000 2021-03-03 04:44:57.000000 179.0 15.0 6.0 67.0 29.0 124.0 2020-02-01 05:12:09.000000 0.2.2 6.0 10.0 21.0 conda-forge/pandas-vet ['flake8'] pandas-vet 61.0 58.0 https://pypi.org/project/pandas-vet 2020-02-01 05:12:09.000000 3.0 4931.0 5172.0 https://anaconda.org/conda-forge/pandas-vet 2020-02-01 05:31:32.445000 7930.0 3.0 39.0
218 216 sphinx-markdown-builder https://github.com/clayrisser/sphinx-markdown-builder sphinx builder that outputs markdown files. documentation 19 True codejamninja/sphinx-markdown-builder https://github.com/clayrisser/sphinx-markdown-builder MIT 2018-11-11 00:07:58.000000 2022-01-08 15:31:25.000000 2022-01-08 15:29:29.000000 100.0 1.0 32.0 5.0 24.0 16.0 118.0 2019-12-23 17:05:52.000000 0.5.4 23.0 17.0 18.0 ['sphinx'] sphinx-markdown-builder 258.0 206.0 https://pypi.org/project/sphinx-markdown-builder 2022-01-08 15:31:25.000000 52.0 25125.0 25125.0 3.0 -2.0 clayrisser/sphinx-markdown-builder
219 217 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 2022-01-12 06:32:43.000000 2022-01-12 06:32:42.000000 403.0 3.0 13.0 3.0 123.0 66.0 116.0 2021-09-14 09:33:27.000000 0.9.2 33.0 13.0 10.0 unimport 17.0 17.0 https://pypi.org/project/unimport 2021-09-14 09:33:27.000000 3542.0 3542.0 3.0
220 218 flake8-mypy https://github.com/ambv/flake8-mypy A plugin for flake8 integrating Mypy. linters 19 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 50.0 15.0 4.0 13.0 3.0 103.0 2017-08-31 23:17:01.000000 17.8.0 6.0 8.0 19.0 ['flake8'] flake8-mypy 904.0 794.0 https://pypi.org/project/flake8-mypy 2017-08-31 23:17:01.000000 110.0 33546.0 33546.0 3.0
221 219 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 2021-10-27 13:22:05.000000 2021-10-27 13:11:03.000000 214.0 13.0 6.0 2.0 4.0 14.0 79.0 2021-10-27 13:15:42.000000 0.12.0 14.0 8.0 19.0 dlint 29.0 https://pypi.org/project/dlint 2021-10-27 13:15:42.000000 29.0 82175.0 82175.0 3.0
222 220 pylint-flask https://github.com/jschaf/pylint-flask A Pylint plugin to analyze Flask applications. linters 19 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 40.0 9.0 5.0 8.0 5.0 59.0 5.0 7.0 5.0 conda-forge/pylint-flask ['pylint'] pylint-flask 5980.0 5625.0 https://pypi.org/project/pylint-flask 2019-01-30 19:26:02.000000 355.0 163074.0 163899.0 https://anaconda.org/conda-forge/pylint-flask 2019-02-02 18:28:49.934000 53661.0 3.0
223 221 mkdocs-print-site-plugin https://github.com/timvink/mkdocs-print-site-plugin MkDocs Plugin that adds an additional page that combines all pages, allowing easy exports to PDF and standalone HTML. documentation 19 False timvink/mkdocs-print-site-plugin https://github.com/timvink/mkdocs-print-site-plugin MIT 2020-08-15 12:02:33.000000 2022-01-12 13:50:53.000000 2022-01-12 13:50:34.000000 200.0 16.0 6.0 1.0 3.0 58.0 30.0 2022-01-12 13:28:39.000000 2.2.3 32.0 1.0 2.0 ['mkdocs'] mkdocs-print-site-plugin 64.0 61.0 https://pypi.org/project/mkdocs-print-site-plugin 2022-01-12 13:28:39.000000 3.0 3959.0 3959.0 3.0
224 222 vex https://github.com/sashahart/vex Run a command in the named virtualenv. virtual-envs 18 False sashahart/vex https://github.com/sashahart/vex MIT 2014-05-09 03:20:02.000000 2021-10-30 20:12:27.000000 2019-05-10 19:18:48.000000 200.0 25.0 13.0 24.0 40.0 371.0 2019-05-10 19:21:38.000000 0.0.19 18.0 3.0 2.0 vex 33.0 23.0 https://pypi.org/project/vex 2019-05-10 19:21:38.000000 10.0 794.0 794.0 3.0
225 223 pytest-docker https://github.com/avast/pytest-docker Docker-based integration tests. testing 18 True avast/pytest-docker https://github.com/avast/pytest-docker MIT 2017-03-07 04:51:13.000000 2021-10-20 17:40:15.000000 2021-06-14 12:23:20.000000 60.0 42.0 8.0 40.0 16.0 258.0 2021-06-14 12:12:56.000000 0.10.3 15.0 11.0 17.0 ['pytest'] pytest-docker 23.0 https://pypi.org/project/pytest-docker 2021-06-14 12:09:30.000000 23.0 52535.0 52538.0 3.0 83.0
226 224 imhotep https://github.com/justinabrahms/imhotep A static-analysis bot for Github. linters 18 True justinabrahms/imhotep https://github.com/justinabrahms/imhotep MIT 2012-12-17 01:26:32.000000 2021-12-14 22:36:10.000000 2021-10-01 21:06:26.000000 358.0 37.0 6.0 63.0 23.0 217.0 2016-09-18 21:57:32.000000 1.1.0 9.0 16.0 23.0 imhotep 14.0 9.0 https://pypi.org/project/imhotep 2016-09-18 21:57:32.000000 5.0 46.0 46.0 3.0
227 225 eradicate https://github.com/myint/eradicate Removes commented-out code from Python files. refactoring 18 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 164.0 20.0 3.0 12.0 13.0 120.0 2020-10-01 09:33:03.000000 2.0.0 16.0 7.0 6.0 eradicate 89.0 https://pypi.org/project/eradicate 2020-10-01 09:33:03.000000 89.0 230723.0 230723.0 3.0
228 226 flake8-bandit https://github.com/tylerwince/flake8-bandit Automated security testing using bandit and flake8. linters 18 False 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 44.0 16.0 4.0 8.0 8.0 65.0 2019-10-08 03:58:31.000000 2.1.2 11.0 5.0 4.0 ['flake8'] flake8-bandit 96.0 https://pypi.org/project/flake8-bandit 2019-10-08 03:58:31.000000 96.0 336004.0 336004.0 3.0
229 227 unify https://github.com/myint/unify Modifies strings to all use the same quote where possible. refactoring 18 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 69.0 12.0 7.0 9.0 3.0 64.0 2013-06-22 15:34:37.000000 0.1.5 10.0 5.0 10.0 unify 396.0 360.0 https://pypi.org/project/unify 2019-08-07 13:46:09.000000 36.0 56192.0 56192.0 3.0
230 228 pip-run https://github.com/jaraco/pip-run pip-run - dynamic dependency loader for Python. dependency-managers 18 True jaraco/pip-run https://github.com/jaraco/pip-run MIT 2016-01-25 01:59:13.000000 2022-01-08 03:58:55.000000 2022-01-08 03:54:45.000000 556.0 14.0 10.0 5.0 13.0 40.0 62.0 2022-01-08 03:59:06.000000 8.7.2 28.0 11.0 3.0 pip-run 1.0 https://pypi.org/project/pip-run 2022-01-08 03:58:55.000000 1.0 5969.0 5969.0 3.0
231 229 mkdocs-git-revision-date-plugin https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin MkDocs plugin for setting revision date from git per markdown file. documentation 18 False zhaoterryy/mkdocs-git-revision-date-plugin https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin MIT 2018-12-03 04:29:33.000000 2020-10-16 02:02:54.000000 2020-10-16 01:58:36.000000 24.0 5.0 4.0 7.0 9.0 39.0 2020-10-16 02:02:42.000000 0.3.1 8.0 6.0 2.0 ['mkdocs'] mkdocs-git-revision-date-plugin 428.0 414.0 https://pypi.org/project/mkdocs-git-revision-date-plugin 2020-10-16 02:02:18.000000 14.0 19154.0 19154.0 3.0
232 230 pyheat https://github.com/csurfer/pyheat pprofile + matplotlib = Python program profiled as an awesome heatmap!. profiling 17 True csurfer/pyheat https://github.com/csurfer/pyheat MIT 2017-02-04 22:56:02.000000 2021-09-18 20:16:24.000000 2021-09-18 20:16:24.000000 55.0 38.0 13.0 6.0 9.0 701.0 2018-12-06 03:59:34.000000 0.0.6 6.0 5.0 4.0 py-heat 39.0 33.0 https://pypi.org/project/py-heat 2018-12-06 03:59:34.000000 6.0 1847.0 1847.0 3.0
233 231 pynt https://github.com/rags/pynt A pynt of Python build. build-tools 17 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 128.0 18.0 11.0 9.0 13.0 149.0 2018-06-24 06:23:48.000000 0.8.2 7.0 9.0 5.0 pynt 104.0 76.0 https://pypi.org/project/pynt 2018-06-24 06:23:48.000000 28.0 4641.0 4641.0 3.0
234 232 pyformat https://github.com/myint/pyformat Formats Python code to follow a consistent style. formatters 17 False myint/pyformat https://github.com/myint/pyformat Saxpath 2013-03-24 21:45:30.000000 2021-10-29 14:54:42.000000 2019-05-24 17:17:56.000000 199.0 7.0 7.0 6.0 3.0 84.0 2014-09-07 13:57:37.000000 0.5.7 23.0 3.0 3.0 pyformat 151.0 126.0 https://pypi.org/project/pyformat 2017-01-04 02:31:11.000000 25.0 13927.0 13927.0 3.0
235 233 lazydocs https://github.com/ml-tooling/lazydocs Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx. documentation 17 True ml-tooling/lazydocs https://github.com/ml-tooling/lazydocs MIT 2020-11-10 00:31:46.000000 2021-12-15 19:29:09.000000 2021-08-20 18:28:32.000000 147.0 16.0 5.0 22.0 4.0 60.0 2021-07-27 09:00:22.000000 0.4.8 18.0 7.0 7.0 lazydocs 69.0 57.0 https://pypi.org/project/lazydocs 2021-07-27 08:05:42.000000 12.0 1338.0 1338.0 3.0
236 234 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 2021-11-15 05:53:09.000000 2021-11-15 05:05:03.000000 193.0 28.0 5.0 2.0 132.0 11.0 13.0 2021-11-15 05:07:43.000000 3.1.0 28.0 4.0 1.0 ['flake8', 'pylint'] yala 53.0 43.0 https://pypi.org/project/yala 2021-11-15 05:05:38.000000 10.0 1040.0 1040.0 3.0
237 235 pyenv-installer https://github.com/pyenv/pyenv-installer This tool is used to install `pyenv` and friends. virtual-envs 16 True pyenv/pyenv-installer https://github.com/pyenv/pyenv-installer MIT 2013-06-01 03:48:07.000000 2021-12-16 16:46:37.000000 2021-08-27 04:13:02.000000 138.0 321.0 67.0 51.0 64.0 3027.0 33.0 5.0 3.0
238 236 dh-virtualenv https://github.com/spotify/dh-virtualenv Python virtualenvs in Debian packages. virtual-envs 16 True spotify/dh-virtualenv https://github.com/spotify/dh-virtualenv GPL-2.0 2013-10-09 19:03:43.000000 2021-11-10 20:28:36.000000 2021-11-10 20:28:36.000000 414.0 1.0 163.0 41.0 149.0 170.0 1508.0 58.0 24.0 3.0
239 237 pytest-plugins https://github.com/man-group/pytest-plugins A grab-bag of nifty pytest plugins. testing 16 True man-group/pytest-plugins https://github.com/man-group/pytest-plugins MIT 2015-08-14 07:52:32.000000 2021-11-19 17:34:24.000000 2021-11-19 17:34:24.000000 778.0 21.0 60.0 22.0 101.0 58.0 403.0 57.0 45.0 3.0
240 238 bellybutton https://github.com/hchasestevens/bellybutton Custom Python linting through AST expressions. linters 16 True hchasestevens/bellybutton https://github.com/hchasestevens/bellybutton MIT 2018-02-17 06:31:44.000000 2021-07-15 00:42:03.000000 2021-07-15 00:42:02.000000 33.0 11.0 4.0 18.0 6.0 227.0 2020-11-27 21:20:22.000000 0.3.1 11.0 5.0 8.0 bellybutton 16.0 15.0 https://pypi.org/project/bellybutton 2020-11-27 21:20:22.000000 1.0 5522.0 5522.0 3.0
241 239 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 2021-12-29 14:35:22.999000 2021-12-29 00:19:13.000000 101.0 1.0 17.0 4.0 23.0 8.0 122.0 2021-12-29 00:30:49.000000 21.12.0 11.0 8.0 7.0 conda-forge/retype retype 18.0 https://pypi.org/project/retype 2021-12-29 00:30:49.000000 18.0 965.0 1288.0 https://anaconda.org/conda-forge/retype 2021-12-29 14:35:22.999000 15521.0 3.0
242 240 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 382.0 3.0 8.0 62.0 24.0 65.0 2019-06-12 11:59:29.000000 2.3.1 23.0 3.0 5.0 ['pytest'] pytest-play 31.0 21.0 https://pypi.org/project/pytest-play 2019-06-12 11:59:29.000000 10.0 505.0 505.0 3.0
243 241 universal-build https://github.com/ml-tooling/universal-build Universal build utilities for containerized build pipelines. build-tools 16 True ml-tooling/universal-build https://github.com/ml-tooling/universal-build MIT 2020-10-19 14:57:21.000000 2021-11-17 17:00:05.000000 2021-11-17 17:00:05.000000 394.0 9.0 5.0 4.0 32.0 3.0 14.0 2021-11-17 16:59:34.000000 0.6.18 40.0 4.0 universal-build 12.0 7.0 https://pypi.org/project/universal-build 2020-12-12 13:21:08.000000 5.0 372.0 373.0 3.0 16.0
244 242 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 80.0 12.0 4.0 18.0 13.0 365.0 2018-12-14 18:07:29.000000 0.3.1 12.0 12.0 7.0 tbvaccine 9.0 9.0 https://pypi.org/project/tbvaccine 2018-12-14 18:07:29.000000 2193.0 2193.0 3.0
245 243 pycycle https://github.com/bndr/pycycle Tool for pinpointing circular imports in Python. Find cyclic imports in any project. linters 15 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 26.0 15.0 5.0 5.0 1.0 295.0 2017-02-13 18:07:58.000000 0.0.8 8.0 2.0 14.0 pycycle 55.0 48.0 https://pypi.org/project/pycycle 2017-02-13 18:07:58.000000 7.0 1254.0 1254.0 3.0
246 244 pep8ify https://github.com/spulec/pep8ify A library that modifies python source code to conform to pep8. refactoring 15 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 154.0 12.0 5.0 7.0 12.0 116.0 2014-10-24 20:36:57.000000 0.0.13 13.0 6.0 6.0 pep8ify 55.0 36.0 https://pypi.org/project/pep8ify 2014-10-24 20:36:57.000000 19.0 120.0 120.0 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 2021-08-21 14:47:42.000000 2021-08-21 14:47:42.000000 31.0 7.0 7.0 21.0 15.0 103.0 2021-08-21 09:01:26.000000 0.3.0 3.0 4.0 5.0 com2ann 8.0 7.0 https://pypi.org/project/com2ann 2021-08-21 09:01:26.000000 1.0 3659.0 3659.0 3.0
248 246 massedit https://github.com/elmotec/massedit Programmatically edit text files with Python. Useful for source to source transformations. refactoring 15 False 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 178.0 14.0 6.0 7.0 5.0 95.0 2020-12-23 02:19:02.000000 0.69.1 15.0 6.0 3.0 massedit 6.0 https://pypi.org/project/massedit 2020-12-23 02:12:33.000000 6.0 1388.0 1388.0 3.0 17.0
249 247 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 14 False google/subpar https://github.com/google/subpar Apache-2.0 2016-08-03 20:11:35.000000 2021-11-29 00:52:40.000000 2019-08-15 01:37:08.000000 93.0 62.0 20.0 72.0 30.0 509.0 2019-05-14 20:14:05.000000 2.0.0 5.0 14.0 33.0 3.0
250 248 mkdocs-versioning https://github.com/zayd62/mkdocs-versioning A tool that allows for versioning sites built with mkdocs. documentation 14 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 133.0 7.0 4.0 39.0 22.0 39.0 2021-02-11 10:24:35.000000 0.4.0 6.0 5.0 3.0 ['mkdocs'] mkdocs-versioning https://pypi.org/project/mkdocs-versioning 2021-02-11 10:24:35.000000 3318.0 3318.0 3.0
251 249 linty_fresh https://github.com/lyft/linty_fresh Surface lint errors during code review. linters 13 False lyft/linty_fresh https://github.com/lyft/linty_fresh Apache-2.0 2015-12-19 02:37:26.000000 2021-09-14 16:38:07.000000 2020-11-30 22:18:53.000000 53.0 21.0 21.0 61.0 1.0 183.0 2018-12-12 19:47:05.000000 0.7.0 10.0 17.0 8.0 ['flake8', 'mypy'] linty-fresh https://pypi.org/project/linty-fresh 2018-12-12 19:47:05.000000 36.0 36.0 3.0
252 250 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 20.0 165.0 77.0 4.0 15.0 2453.0 3.0 10.0 3.0
253 251 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 78.0 2.0 8.0 1.0 11.0 145.0 2019-07-10 16:08:05.000000 1.0.0 9.0 2.0 3.0 cohesion 7.0 https://pypi.org/project/cohesion 2019-07-10 16:08:05.000000 7.0 1282.0 1282.0 3.0
254 252 pipenv-pipes https://github.com/gtalarico/pipenv-pipes A PipEnv Environment Switcher. virtual-envs 12 False gtalarico/pipenv-pipes https://github.com/gtalarico/pipenv-pipes MIT 2018-05-02 03:56:41.000000 2021-06-01 22:15:42.000000 2019-06-27 03:42:48.000000 285.0 11.0 4.0 19.0 10.0 128.0 2018-11-08 03:05:43.000000 0.7.1 25.0 5.0 7.0 pipenv-pipes https://pypi.org/project/pipenv-pipes 2018-11-08 03:05:43.000000 92.0 92.0 3.0
255 253 pyship https://github.com/jamesabel/pyship pyship - ship Python desktop apps to end users. packaging 9 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 279.0 2.0 3.0 15.0 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 28.0 28.0 3.0

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_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
- <b><a href="https://github.com/pytest-dev/pytest">pytest</a></b> (🥇36 · 8.1K · 📈) - The pytest framework makes it easy to write small tests, yet.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/PyCQA/pyflakes">pyflakes</a></b> (🥇34 · 1.1K · 📈) - A simple program which checks Python source files for errors. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/gotcha/ipdb">ipdb</a></b> (🥇30 · 1.5K · 📈) - Integration of IPython pdb. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/WoLpH/python-progressbar">progressbar2</a></b> (🥈30 · 740 · 📈) - Progressbar 2 - A progress bar for Python 2 and Python 3 -.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/PyCQA/pylint-django">pylint-django</a></b> (🥈29 · 490 · 📈) - Pylint plugin for improving code analysis for when.. <code><a href="http://bit.ly/2KucAZR">GPL-2.0</a></code> <code><img src="https://www.pylint.org/ico/favicon.ico" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/pytest-dev/pytest">pytest</a></b> (🥇47 · 8.1K · 📈) - The pytest framework makes it easy to write small tests, yet.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/pypa/pip">pip</a></b> (🥇45 · 7.7K · 📈) - The Python package installer. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/pypa/setuptools">setuptools</a></b> (🥇45 · 1.5K · 📈) - Official project repository for the Setuptools build system. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/psf/black">black</a></b> (🥇43 · 24K · 📈) - The uncompromising Python code formatter. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/pyinstaller/pyinstaller">pyinstaller</a></b> (🥇37 · 8.7K · 📈) - Freeze (package) Python programs into stand-alone.. <code><a href="http://bit.ly/2KucAZR">GPL-2.0</a></code>
## 📉 Trending Down
_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
- <b><a href="https://github.com/pre-commit/pre-commit">pre-commit</a></b> (🥇31 · 7.2K · 📉) - A framework for managing and maintaining multi-language pre-.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/pyinvoke/invoke">invoke</a></b> (🥇31 · 3.5K · 📉) - Pythonic task management & command execution. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code>
- <b><a href="https://github.com/nose-devs/nose">nose</a></b> (🥈31 · 1.3K · 💀) - nose is nicer testing for python. <code><a href="https://tldrlegal.com/search?q=LGPL-2.1%2B">LGPL-2.1+</a></code>
- <b><a href="https://github.com/madzak/python-json-logger">python-json-logger</a></b> (🥈31 · 1.2K · 📉) - Json Formatter for the standard python logger. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code>
- <b><a href="https://github.com/orzih/mkdocs-with-pdf">mkdocs-with-pdf</a></b> (🥉20 · 120 · 📉) - Generate a single PDF file from MkDocs repository. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://squidfunk.github.io/mkdocs-material/assets/favicon.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/serge-sans-paille/gast">gast</a></b> (🥉27 · 120 · 📉) - Python AST that abstracts the underlying Python version. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/TvoroG/pytest-lazy-fixture">pytest-lazy-fixture</a></b> (🥉20 · 230 · 📉) - It helps to use fixtures in pytest.mark.parametrize. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://docs.pytest.org/en/stable/_static/favicon.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/peterjc/flake8-black">flake8-black</a></b> (🥉20 · 100 · 📉) - flake8 plugin to run black for checking Python coding style. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/ActivisionGameScience/assertpy">assertpy</a></b> (🥉19 · 250 · 💀) - Simple assertion library for unit testing in python with a fluent.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/clayrisser/sphinx-markdown-builder">sphinx-markdown-builder</a></b> (🥉19 · 120 · 📉) - sphinx builder that outputs markdown files. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://www.sphinx-doc.org/en/master/_static/favicon.svg" style="display:inline;" width="13" height="13"></code>