Update best-of list for version 2021.03.18

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LukasMasuch 2021-03-18 14:44:41 +00:00 committed by best-of update
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## 📈 Trending Up
_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
- <b><a href="https://github.com/PyCQA/flake8">flake8</a></b> (🥇36 · 1.1K · 📈) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/PyCQA/pycodestyle">pycodestyle</a></b> (🥇34 · 4.3K · 📈) - Simple Python style checker in one Python file. <code><a href="https://tldrlegal.com/search?q=Saxpath">Saxpath</a></code>
- <b><a href="https://github.com/facebook/pyre-check">pyre-check</a></b> (🥈28 · 5.2K · 📈) - Performant type-checking for python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/lk-geimfari/mimesis">mimesis</a></b> (🥈28 · 3.2K · 📈) - Mimesis is a high-performance fake data generator for Python, which.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/datadriventests/ddt">ddt</a></b> (🥈28 · 380 · 📈) - Data-Driven Tests for Python Unittest. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
## 📉 Trending Down
_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
- <b><a href="https://github.com/pypa/setuptools_scm">setuptools_scm</a></b> (🥉26 · 440 · 📉) - the blessed package to manage your versions by scm tags. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/lyft/linty_fresh">linty_fresh</a></b> (🥉13 · 180 · 📉) - Surface lint errors during code review. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code> <code>mypy</code>

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,name,homepage,resource,description,category,projectrank,show,github_id,github_url,license,created_at,updated_at,last_commit_pushed_at,fork_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,contributor_count,conda_id,pypi_id,open_issue_count,commit_count,dependent_project_count,github_dependent_project_count,pypi_url,pypi_latest_release_published_at,pypi_dependent_project_count,pypi_monthly_downloads,monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,labels,github_release_downloads,trending,updated_github_id,cargo_id,npm_id,npm_url,npm_latest_release_published_at,npm_dependent_project_count,npm_monthly_downloads,conda_forge
0,Python.org Packaging,https://packaging.python.org/overview/,True,An Overview of Packaging for Python.,packaging,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
1,best-of-web-python - Testing,https://github.com/ml-tooling/best-of-web-python,True,Testing libraries & tools for python web frameworks.,testing,0,True,ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27.000,2021-03-18 14:27:08.000,2021-03-13 18:19:34.000,65.0,2.0,1114.0,2021-03-13 18:15:12.000,2021.03.11,11.0,6.0,,,,,,,,,,,,,,,,,,,,,,,,,,
2,unittest,https://docs.python.org/3/library/unittest.html,True,Unittest is a test framework included in the Python standard library.,testing,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
3,pip,https://github.com/pypa/pip,,The Python package installer.,dependency-managers,38,True,pypa/pip,https://github.com/pypa/pip,MIT,2011-03-06 14:30:46.000,2021-03-18 11:54:37.000,2021-03-07 19:17:25.000,2198.0,4621.0,6975.0,2021-01-30 12:54:11.000,21.0.1,102.0,595.0,conda-forge/pip,pip,930.0,11509.0,63610.0,44944.0,https://pypi.org/project/pip,2021-01-30 12:54:11.000,18666.0,41832303.0,42158735.0,https://anaconda.org/conda-forge/pip,2021-01-30 14:15:41.706,18280246.0,1.0,,,,,,,,,,,
4,sphinx,https://github.com/sphinx-doc/sphinx,,Main repository for the Sphinx documentation builder.,documentation,37,True,sphinx-doc/sphinx,https://github.com/sphinx-doc/sphinx,BSD-3-Clause,2015-01-02 10:53:28.000,2021-03-17 14:38:22.000,2021-03-06 12:04:03.000,1423.0,4523.0,3836.0,2021-02-16 14:36:04.000,3.5.1,144.0,618.0,conda-forge/sphinx,sphinx,752.0,17212.0,236769.0,132233.0,https://pypi.org/project/sphinx,2021-03-06 12:00:18.000,104536.0,1849853.0,1902517.0,https://anaconda.org/conda-forge/sphinx,2021-03-06 14:29:01.473,2896542.0,1.0,['sphinx'],,,,,,,,,,
5,pipenv,https://github.com/pypa/pipenv,,Python Development Workflow for Humans.,virtual-envs,36,True,pypa/pipenv,https://github.com/pypa/pipenv,MIT,2017-01-20 00:44:02.000,2021-03-16 06:35:25.000,2021-03-16 06:35:25.000,1601.0,2868.0,21645.0,2020-11-15 04:19:27.000,2020.11.15,297.0,378.0,conda-forge/pipenv,pipenv,506.0,7041.0,19504.0,17230.0,https://pypi.org/project/pipenv,2020-11-15 04:19:27.000,2274.0,1334969.0,1337157.0,https://anaconda.org/conda-forge/pipenv,2020-11-15 06:15:51.831,37208.0,1.0,,,,,,,,,,,
6,tqdm,https://github.com/tqdm/tqdm,,"A Fast, Extensible Progress Bar for Python and CLI.",logging,36,True,tqdm/tqdm,https://github.com/tqdm/tqdm,MIT,2015-06-03 13:13:14.000,2021-03-17 20:38:51.000,2021-03-05 18:18:06.000,912.0,503.0,17765.0,2021-03-05 20:26:38.000,4.59.0,116.0,95.0,conda-forge/tqdm,tqdm,272.0,1794.0,181938.0,155700.0,https://pypi.org/project/tqdm,2021-03-05 20:14:29.000,26238.0,7938155.0,8035159.0,https://anaconda.org/conda-forge/tqdm,2021-03-05 22:22:18.205,5522182.0,1.0,,7736.0,,,,,,,,,
7,psutil,https://github.com/giampaolo/psutil,,Cross-platform lib for process and system monitoring in Python.,profiling,36,True,giampaolo/psutil,https://github.com/giampaolo/psutil,BSD-3-Clause,2014-05-23 14:01:48.000,2021-03-14 11:20:49.000,2021-02-21 10:25:07.000,1091.0,1271.0,7163.0,2020-12-19 01:19:27.000,5.8.0,83.0,157.0,conda-forge/psutil,psutil,169.0,5674.0,102083.0,77417.0,https://pypi.org/project/psutil,2020-12-19 01:19:27.000,24666.0,11416801.0,11519720.0,https://anaconda.org/conda-forge/psutil,2021-01-12 14:13:09.300,6072244.0,1.0,,,,,,,,,,,
8,jedi,https://github.com/davidhalter/jedi,,"Awesome autocompletion, static analysis and refactoring library for python.",refactoring,36,True,davidhalter/jedi,https://github.com/davidhalter/jedi,MIT,2012-02-19 23:12:30.000,2021-02-26 22:09:30.000,2021-02-26 22:09:22.000,441.0,1198.0,4794.0,2020-12-25 10:34:25.000,0.18.0,30.0,142.0,conda-forge/jedi,jedi,20.0,8201.0,135478.0,119572.0,https://pypi.org/project/jedi,2020-12-25 10:34:25.000,15906.0,8789715.0,8871603.0,https://anaconda.org/conda-forge/jedi,2021-01-14 15:48:43.942,4340111.0,1.0,,,,,,,,,,,
9,isort,https://github.com/PyCQA/isort,,A Python utility / library to sort imports.,formatters,36,True,PyCQA/isort,https://github.com/PyCQA/isort,MIT,2013-09-02 22:22:53.000,2021-03-18 05:22:24.000,2021-03-18 05:22:22.000,387.0,903.0,3752.0,2020-12-31 01:16:34.000,5.7.0,126.0,227.0,conda-forge/isort,isort,32.0,3449.0,184549.0,160331.0,https://pypi.org/project/isort,2020-12-31 01:15:41.000,24218.0,5544581.0,5574780.0,https://anaconda.org/conda-forge/isort,2020-12-31 02:59:49.605,1691145.0,1.0,,,,,,,,,,,
10,flake8,https://github.com/PyCQA/flake8,,Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelder's McCabe script.,linters,36,True,PyCQA/flake8,https://github.com/PyCQA/flake8,MIT,2014-09-13 17:06:24.000,2021-03-15 21:41:28.726,2021-03-14 23:29:54.000,183.0,,1111.0,2020-10-02 23:34:01.000,3.8.4,77.0,149.0,conda-forge/flake8,flake8,7.0,1882.0,226247.0,154957.0,https://pypi.org/project/flake8,2021-03-14 23:32:11.000,71290.0,4201381.0,4239029.0,https://anaconda.org/conda-forge/flake8,2021-03-15 21:41:28.726,2145990.0,1.0,,,1.0,,,,,,,,
11,mypy,https://github.com/python/mypy,,Optional static typing for Python 3 and 2 (PEP 484).,linters,35,True,python/mypy,https://github.com/python/mypy,MIT,2012-12-07 13:30:23.000,2021-03-18 12:52:40.000,2021-03-16 11:55:54.000,1663.0,4545.0,10347.0,,,79.0,450.0,conda-forge/mypy,mypy,1638.0,9415.0,36219.0,30135.0,https://pypi.org/project/mypy,2021-02-19 17:28:31.000,6084.0,2421864.0,2441054.0,https://anaconda.org/conda-forge/mypy,2021-02-19 18:45:03.122,767606.0,1.0,,,,,,,,,,,
12,pytest,https://github.com/pytest-dev/pytest,,"The pytest framework makes it easy to write small tests, yet scales to support complex functional testing.",testing,35,True,pytest-dev/pytest,https://github.com/pytest-dev/pytest,MIT,2015-06-15 20:28:27.000,2021-03-18 12:05:45.000,2021-03-18 12:05:45.000,1640.0,3797.0,7113.0,2021-01-25 14:52:06.000,6.2.2,145.0,702.0,conda-forge/pytest,pytest,626.0,,425650.0,295066.0,https://pypi.org/project/pytest,2021-01-25 14:51:38.000,130584.0,10645537.0,10770161.0,https://anaconda.org/conda-forge/pytest,2021-01-27 13:05:54.016,6978997.0,1.0,['pytest'],,,,,,,,,,
13,pylint,https://github.com/PyCQA/pylint,,It's not just a linter that annoys you!.,linters,35,True,PyCQA/pylint,https://github.com/PyCQA/pylint,GPL-2.0,2015-12-09 05:40:02.000,2021-03-18 00:07:45.000,2021-03-17 22:03:18.000,676.0,2609.0,3245.0,2021-02-23 20:15:22.000,2.7.1,94.0,367.0,conda-forge/pylint,pylint,697.0,5208.0,222996.0,185262.0,https://pypi.org/project/pylint,2021-02-23 20:15:22.000,37734.0,3539185.0,3569239.0,https://anaconda.org/conda-forge/pylint,2021-03-03 00:06:43.039,1653011.0,1.0,,,,,,,,,,,
14,tox,https://github.com/tox-dev/tox,,Command line driven CI frontend and development task automation tool.,testing,35,True,tox-dev/tox,https://github.com/tox-dev/tox,MIT,2016-09-17 16:54:22.000,2021-03-18 12:13:18.000,2021-03-15 19:17:45.000,354.0,1019.0,2110.0,2021-02-16 08:44:01.000,3.22.0,114.0,235.0,conda-forge/tox,tox,131.0,1974.0,78348.0,41948.0,https://pypi.org/project/tox,2021-02-16 08:44:01.000,36400.0,1806208.0,1811895.0,https://anaconda.org/conda-forge/tox,2021-03-03 16:46:37.023,238886.0,1.0,['pytest'],,,,,,,,,,
15,pycodestyle,https://github.com/PyCQA/pycodestyle,,Simple Python style checker in one Python file.,linters,34,True,PyCQA/pycodestyle,https://github.com/PyCQA/pycodestyle,Saxpath,2009-10-02 00:43:37.000,2021-03-16 17:25:20.000,2021-03-16 17:19:02.000,600.0,525.0,4272.0,2021-03-14 18:44:02.000,2.7.0,12.0,124.0,conda-forge/pycodestyle,pycodestyle,114.0,1203.0,147079.0,125849.0,https://pypi.org/project/pycodestyle,2021-03-14 18:44:02.000,21230.0,6035537.0,6075547.0,https://anaconda.org/conda-forge/pycodestyle,2021-03-15 18:43:23.361,2280615.0,1.0,,,1.0,,,,,,,,
16,autopep8,https://github.com/hhatto/autopep8,,A tool that automatically formats Python code to conform to the PEP 8 style guide.,formatters,34,True,hhatto/autopep8,https://github.com/hhatto/autopep8,MIT,2010-12-29 20:08:51.000,2021-03-16 18:20:01.695,2021-03-16 14:50:53.000,239.0,331.0,3721.0,2021-03-17 10:59:30.000,1.5.6,66.0,49.0,conda-forge/autopep8,autopep8,84.0,2685.0,78473.0,68289.0,https://pypi.org/project/autopep8,2021-03-16 15:01:37.000,10184.0,871267.0,878589.0,https://anaconda.org/conda-forge/autopep8,2021-03-16 18:20:01.695,417409.0,2.0,,,,,,,,,,,
17,setuptools,https://github.com/pypa/setuptools,,Official project repository for the Setuptools build system.,build-tools,34,True,pypa/setuptools,https://github.com/pypa/setuptools,MIT,2016-03-29 14:02:33.000,2021-03-16 17:10:25.000,2021-03-14 15:08:14.000,713.0,1218.0,1318.0,2021-03-14 15:48:57.000,54.1.2,424.0,419.0,conda-forge/setuptools,setuptools,522.0,,151670.0,93740.0,https://pypi.org/project/setuptools,2021-03-14 15:48:48.000,57930.0,55354193.0,55708107.0,https://anaconda.org/conda-forge/setuptools,2021-01-08 05:42:17.824,19819178.0,1.0,,105.0,,,,,,,,,
18,black,https://github.com/psf/black,,The uncompromising Python code formatter.,formatters,33,True,psf/black,https://github.com/psf/black,MIT,2018-03-14 19:54:45.000,2021-03-18 08:12:11.000,2021-03-08 00:13:25.000,1229.0,992.0,19938.0,2020-08-26 15:56:21.000,20.8b1,23.0,231.0,conda-forge/black,black,413.0,909.0,56186.0,49958.0,https://pypi.org/project/black,2020-08-26 15:52:03.000,6228.0,2537038.0,2574652.0,https://anaconda.org/conda-forge/black,2020-09-07 11:42:46.809,1262297.0,2.0,,11721.0,,,,,,,,,
19,mkdocs,https://github.com/mkdocs/mkdocs,,Project documentation with Markdown.,documentation,33,True,mkdocs/mkdocs,https://github.com/mkdocs/mkdocs,BSD-2-Clause,2014-01-11 21:05:21.000,2021-03-15 21:07:25.000,2021-02-28 22:01:13.000,1668.0,1352.0,11792.0,2020-05-14 15:18:01.000,1.1.2,44.0,185.0,conda-forge/mkdocs,mkdocs,142.0,1498.0,17035.0,11093.0,https://pypi.org/project/mkdocs,2020-05-14 15:18:01.000,5942.0,218315.0,220384.0,https://anaconda.org/conda-forge/mkdocs,2020-06-01 13:16:37.068,122096.0,1.0,['mkdocs'],,,,,,,,,,
20,hypothesis,https://github.com/HypothesisWorks/hypothesis,,"Hypothesis is a powerful, flexible, and easy to use library for property-based testing.",testing,33,True,HypothesisWorks/hypothesis,https://github.com/HypothesisWorks/hypothesis,MPL-2.0,2013-03-10 13:51:19.000,2021-03-14 04:00:04.190,2021-03-14 02:06:04.000,455.0,1026.0,5025.0,2021-03-14 02:06:25.000,hypothesis-python-6.8.1,814.0,244.0,conda-forge/hypothesis,hypothesis,48.0,10604.0,10625.0,8009.0,https://pypi.org/project/hypothesis,2021-03-10 00:45:39.000,2616.0,674052.0,740207.0,https://anaconda.org/conda-forge/hypothesis,2021-03-14 04:00:04.190,3704699.0,1.0,,,,,,,,,,,
21,sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,,Sphinx theme for readthedocs.org.,documentation,33,True,readthedocs/sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,MIT,2013-10-17 17:10:49.000,2021-03-18 04:51:18.000,2021-03-15 22:05:20.000,1477.0,479.0,3628.0,2018-10-05 13:20:49.000,0.4.2,23.0,103.0,conda-forge/sphinx_rtd_theme,sphinx_rtd_theme,158.0,1206.0,23490.0,16.0,https://pypi.org/project/sphinx_rtd_theme,2018-10-05 13:20:49.000,23474.0,793272.0,813268.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2021-01-05 13:49:54.682,1099786.0,1.0,['sphinx'],,,,,,,,,,
22,rich,https://github.com/willmcgugan/rich,,Rich is a Python library for rich text and beautiful formatting in the terminal.,logging,32,True,willmcgugan/rich,https://github.com/willmcgugan/rich,MIT,2019-11-10 15:28:09.000,2021-03-17 20:50:00.000,2021-03-16 17:30:40.000,704.0,408.0,24100.0,2021-03-06 15:34:58.000,9.13.0,120.0,81.0,conda-forge/rich,rich,7.0,1766.0,2954.0,2954.0,https://pypi.org/project/rich,2021-03-06 15:32:55.000,0.0,743944.0,759234.0,https://anaconda.org/conda-forge/rich,2021-03-06 19:28:41.213,122320.0,1.0,,,,,,,,,,,
23,poetry,https://github.com/python-poetry/poetry,,Python dependency management and packaging made easy.,dependency-managers,32,True,python-poetry/poetry,https://github.com/python-poetry/poetry,MIT,2018-02-28 15:23:47.000,2021-03-18 03:29:29.000,2021-03-13 06:45:02.000,1127.0,1766.0,14288.0,2021-03-04 10:44:26.000,1.1.5,133.0,256.0,conda-forge/poetry,poetry,1061.0,1685.0,64.0,,https://pypi.org/project/poetry,2021-03-04 10:44:26.000,64.0,809308.0,965024.0,https://anaconda.org/conda-forge/poetry,2021-03-05 18:52:34.156,178754.0,2.0,,5375978.0,,,,,,,,,
24,mkdocs-material,https://github.com/squidfunk/mkdocs-material,,A Material Design theme for MkDocs.,documentation,32,True,squidfunk/mkdocs-material,https://github.com/squidfunk/mkdocs-material,MIT,2016-01-28 22:09:23.000,2021-03-18 11:29:39.000,2021-03-17 20:12:51.000,1461.0,957.0,5821.0,2021-03-14 13:21:06.000,7.0.6,192.0,111.0,conda-forge/mkdocs-material,mkdocs-material,12.0,3220.0,7234.0,5732.0,https://pypi.org/project/mkdocs-material,2021-03-14 13:21:43.000,1502.0,180530.0,181938.0,https://anaconda.org/conda-forge/mkdocs-material,2021-03-14 18:17:51.582,30997.0,2.0,['mkdocs'],,,,,,,,,,
25,robotframework,https://github.com/robotframework/robotframework,,Generic automation framework for acceptance testing and RPA.,testing,32,True,robotframework/robotframework,https://github.com/robotframework/robotframework,Apache-2.0,2014-06-27 11:10:38.000,2021-03-18 12:00:59.000,2021-03-12 10:36:47.000,1628.0,3319.0,5682.0,2021-03-11 11:39:04.000,4.0,56.0,136.0,conda-forge/robotframework,robotframework,169.0,12844.0,4923.0,3515.0,https://pypi.org/project/robotframework,2021-03-11 11:40:12.000,1408.0,299510.0,300589.0,https://anaconda.org/conda-forge/robotframework,2021-03-11 14:42:08.555,40803.0,1.0,,499.0,,,,,,,,,
26,conda,https://github.com/conda/conda,,"OS-agnostic, system-level binary package manager and ecosystem.",dependency-managers,32,True,conda/conda,https://github.com/conda/conda,BSD-3-Clause,2012-10-15 22:08:03.000,2021-03-15 16:19:47.000,2021-03-15 16:19:47.000,1014.0,5996.0,4056.0,2020-11-12 17:08:48.000,4.9.2,100.0,347.0,conda-forge/conda,conda,1892.0,15601.0,2104.0,,https://pypi.org/project/conda,2017-04-22 23:38:35.000,2104.0,22738.0,325964.0,https://anaconda.org/conda-forge/conda,2020-11-12 21:09:02.264,16677440.0,2.0,,,,,,,,,,,
27,virtualenv,https://github.com/pypa/virtualenv,,Virtual Python Environment builder.,virtual-envs,32,True,pypa/virtualenv,https://github.com/pypa/virtualenv,MIT,2011-03-06 14:33:27.000,2021-03-17 18:50:32.000,2021-03-17 18:50:32.000,880.0,1061.0,3820.0,2021-02-01 09:17:59.000,20.4.2,158.0,171.0,conda-forge/virtualenv,virtualenv,59.0,,34422.0,,https://pypi.org/project/virtualenv,2021-03-16 11:55:44.000,34422.0,7114745.0,7129653.0,https://anaconda.org/conda-forge/virtualenv,2021-03-16 13:23:56.251,715626.0,2.0,,,,,,,,,,,
28,invoke,https://github.com/pyinvoke/invoke,,Pythonic task management & command execution.,build-tools,32,True,pyinvoke/invoke,https://github.com/pyinvoke/invoke,BSD-2-Clause,2012-02-29 23:59:23.000,2021-02-15 11:55:51.000,2020-12-31 16:25:35.000,280.0,357.0,3189.0,2020-12-31 02:43:43.000,1.5.0,50.0,54.0,conda-forge/invoke,invoke,303.0,3499.0,11803.0,7201.0,https://pypi.org/project/invoke,2020-12-31 02:43:43.000,4602.0,576057.0,580453.0,https://anaconda.org/conda-forge/invoke,2021-01-06 14:58:41.830,259378.0,1.0,,,,,,,,,,,
29,bandit,https://github.com/PyCQA/bandit,,Bandit is a tool designed to find common security issues in Python code.,security,32,True,PyCQA/bandit,https://github.com/PyCQA/bandit,Apache-2.0,2018-04-26 09:08:12.000,2021-03-10 05:39:36.125,2021-02-11 16:44:36.000,313.0,363.0,3068.0,2020-12-13 02:48:28.000,1.7.0,31.0,130.0,conda-forge/bandit,bandit,166.0,1166.0,8484.0,6130.0,https://pypi.org/project/bandit,2020-12-13 02:48:28.000,2354.0,562514.0,564781.0,https://anaconda.org/conda-forge/bandit,2021-03-10 05:39:36.125,49853.0,1.0,,32.0,,,,,,,,,
30,twine,https://github.com/pypa/twine,,Utilities for interacting with PyPI.,build-tools,32,True,pypa/twine,https://github.com/pypa/twine,Apache-2.0,2013-08-13 15:39:39.000,2021-03-17 03:54:06.297,2021-03-17 00:37:43.000,235.0,310.0,1097.0,2021-03-15 16:36:43.000,3.4.0,42.0,101.0,conda-forge/twine,twine,41.0,951.0,53932.0,36428.0,https://pypi.org/project/twine,2021-03-15 16:36:43.000,17504.0,681852.0,686066.0,https://anaconda.org/conda-forge/twine,2021-03-17 03:54:06.297,231773.0,1.0,,,,,,,,,,,
31,pytest-cov,https://github.com/pytest-dev/pytest-cov,,Coverage plugin for pytest.,testing,32,True,pytest-dev/pytest-cov,https://github.com/pytest-dev/pytest-cov,MIT,2014-04-17 20:01:12.000,2021-03-04 12:09:27.000,2021-03-04 12:09:21.000,136.0,189.0,981.0,2021-01-20 10:46:34.000,2.11.1,40.0,62.0,conda-forge/pytest-cov,pytest-cov,91.0,798.0,124281.0,80887.0,https://pypi.org/project/pytest-cov,2021-01-20 10:46:34.000,43394.0,3957650.0,3997505.0,https://anaconda.org/conda-forge/pytest-cov,2021-01-20 18:33:16.518,2391351.0,1.0,['pytest'],,,,,,,,,,
32,parso,https://github.com/davidhalter/parso,,A Python Parser.,linters,32,True,davidhalter/parso,https://github.com/davidhalter/parso,MIT,2017-05-08 20:14:30.000,2021-03-08 23:50:03.000,2021-03-08 23:50:03.000,66.0,85.0,389.0,2020-12-10 15:10:14.000,0.8.1,24.0,40.0,conda-forge/parso,parso,7.0,1071.0,125351.0,113987.0,https://pypi.org/project/parso,2020-12-10 15:10:14.000,11364.0,8792511.0,8881859.0,https://anaconda.org/conda-forge/parso,2020-12-10 16:40:55.258,3484603.0,1.0,,,,,,,,,,,
33,wheel,https://github.com/pypa/wheel,,The official binary distribution format for Python.,build-tools,32,True,pypa/wheel,https://github.com/pypa/wheel,MIT,2016-07-16 23:19:28.580,2021-02-08 23:37:38.000,2021-02-08 23:37:31.000,85.0,287.0,229.0,2020-12-13 18:09:07.000,0.36.2,64.0,60.0,conda-forge/wheel,wheel,21.0,729.0,62544.0,,https://pypi.org/project/wheel,2020-12-13 18:09:07.000,62544.0,37352490.0,37638881.0,https://anaconda.org/conda-forge/wheel,2020-12-13 19:48:16.429,16037939.0,1.0,,,,,,,,,,,
34,pyinstaller,https://github.com/pyinstaller/pyinstaller,,Freeze (package) Python programs into stand-alone executables.,packaging,31,True,pyinstaller/pyinstaller,https://github.com/pyinstaller/pyinstaller,GPL-2.0,2011-11-23 11:05:56.000,2021-03-18 07:20:06.000,2021-03-18 07:20:06.000,1627.0,3649.0,7790.0,2021-01-13 13:13:08.000,4.2,27.0,393.0,conda-forge/pyinstaller,pyinstaller,381.0,7682.0,15266.0,15266.0,https://pypi.org/project/pyinstaller,2021-01-13 13:12:03.000,0.0,238216.0,249474.0,https://anaconda.org/conda-forge/pyinstaller,2021-02-02 18:07:09.778,205700.0,1.0,,682718.0,,,,,,,,,
35,pre-commit,https://github.com/pre-commit/pre-commit,,A framework for managing and maintaining multi-language pre-commit hooks.,others,31,True,pre-commit/pre-commit,https://github.com/pre-commit/pre-commit,MIT,2014-03-13 00:39:38.000,2021-03-16 17:03:40.000,2021-03-15 19:15:56.000,421.0,1055.0,5648.0,2021-03-10 01:06:59.000,2.11.1,158.0,118.0,conda-forge/pre-commit,pre-commit,22.0,1967.0,2136.0,,https://pypi.org/project/pre-commit,2021-03-10 00:57:36.000,2136.0,1225319.0,1247660.0,https://anaconda.org/conda-forge/pre-commit,2021-03-10 12:01:32.998,423222.0,1.0,,2853.0,,,,,,,,,
36,pip-tools,https://github.com/jazzband/pip-tools,,A set of tools to keep your pinned Python dependencies fresh.,dependency-managers,31,True,jazzband/pip-tools,https://github.com/jazzband/pip-tools,BSD-3-Clause,2012-09-10 08:50:26.000,2021-03-18 13:51:51.000,2021-03-17 05:26:25.000,420.0,601.0,4830.0,2021-03-15 20:14:25.000,6.0.1,92.0,139.0,conda-forge/pip-tools,pip-tools,108.0,1491.0,3252.0,,https://pypi.org/project/pip-tools,2021-03-16 00:32:58.000,3252.0,1703603.0,1704363.0,https://anaconda.org/conda-forge/pip-tools,2021-03-13 14:51:26.909,8362.0,2.0,,,,,,,,,,,
37,freezegun,https://github.com/spulec/freezegun,,Let your Python tests travel through time.,testing,31,True,spulec/freezegun,https://github.com/spulec/freezegun,Apache-2.0,2012-12-11 05:11:00.000,2021-03-08 14:56:48.000,2021-01-20 07:44:52.000,192.0,166.0,2813.0,2021-01-20 07:45:20.000,1.1.0,56.0,94.0,conda-forge/freezegun,freezegun,60.0,521.0,15803.0,7451.0,https://pypi.org/project/freezegun,2021-01-20 07:45:20.000,8352.0,1264479.0,1267665.0,https://anaconda.org/conda-forge/freezegun,2021-01-20 09:23:22.014,191194.0,2.0,,,,,,,,,,,
38,ipdb,https://github.com/gotcha/ipdb,,Integration of IPython pdb.,debugging,31,True,gotcha/ipdb,https://github.com/gotcha/ipdb,BSD-3-Clause,2011-01-15 17:51:47.000,2021-03-16 09:50:07.000,2021-03-16 09:49:58.000,128.0,106.0,1371.0,2021-03-02 11:10:22.000,0.13.5,39.0,46.0,conda-forge/ipdb,ipdb,53.0,339.0,42030.0,25132.0,https://pypi.org/project/ipdb,2021-03-08 17:00:03.000,16898.0,659699.0,662348.0,https://anaconda.org/conda-forge/ipdb,2020-11-21 18:57:03.677,148348.0,1.0,,,,,,,,,,,
39,nose,https://github.com/nose-devs/nose,,nose is nicer testing for python.,testing,31,False,nose-devs/nose,https://github.com/nose-devs/nose,LGPL-2.1+,2011-12-13 19:36:32.000,2021-02-25 18:46:16.000,2016-03-04 01:16:26.000,358.0,461.0,1330.0,2015-06-02 09:12:36.000,1.3.7,14.0,95.0,conda-forge/nose,nose,447.0,1004.0,191449.0,104975.0,https://pypi.org/project/nose,2015-06-02 09:12:36.000,86474.0,1988268.0,2017110.0,https://anaconda.org/conda-forge/nose,2020-10-11 16:52:20.277,1672859.0,2.0,,,,,,,,,,,
40,pyflakes,https://github.com/PyCQA/pyflakes,,A simple program which checks Python source files for errors.,linters,31,True,PyCQA/pyflakes,https://github.com/PyCQA/pyflakes,MIT,2014-04-07 06:19:46.000,2021-03-16 14:44:25.000,2021-03-14 16:32:43.000,143.0,331.0,990.0,2020-04-10 03:52:17.000,2.2.0,28.0,75.0,conda-forge/pyflakes,pyflakes,83.0,506.0,107898.0,81400.0,https://pypi.org/project/pyflakes,2020-04-10 03:52:17.000,26498.0,4545548.0,4583958.0,https://anaconda.org/conda-forge/pyflakes,2021-03-15 18:50:19.384,2189382.0,2.0,,,,,,,,,,,
41,sentry-sdk,https://github.com/getsentry/sentry-python,,The new Python SDK for Sentry.io.,logging,31,True,getsentry/sentry-python,https://github.com/getsentry/sentry-python,BSD-2-Clause,2018-06-18 22:51:10.000,2021-03-15 11:28:31.000,2021-03-15 11:28:31.000,190.0,363.0,870.0,2021-03-03 16:35:19.000,1.0.0,126.0,90.0,conda-forge/sentry-sdk,sentry-sdk,132.0,1218.0,10649.0,9663.0,https://pypi.org/project/sentry-sdk,2021-02-18 14:46:46.000,986.0,2472447.0,2475001.0,https://anaconda.org/conda-forge/sentry-sdk,2021-02-18 16:32:52.126,67478.0,2.0,,4372.0,,,,,,,,,
42,tabulate,https://github.com/astanin/python-tabulate,,"Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from..",logging,31,True,astanin/python-tabulate,https://github.com/astanin/python-tabulate,MIT,2016-05-01 20:47:06.376,2021-03-14 22:08:05.000,2021-03-04 09:33:31.000,60.0,55.0,738.0,2021-02-22 07:34:12.000,0.8.9,25.0,67.0,conda-forge/tabulate,tabulate,27.0,502.0,47166.0,39064.0,https://pypi.org/project/tabulate,2021-02-22 07:34:12.000,8102.0,6822177.0,6836975.0,https://anaconda.org/conda-forge/tabulate,2021-02-22 13:39:52.132,858308.0,2.0,,,,,,,,,,,
43,numpydoc,https://github.com/numpy/numpydoc,,Numpy's Sphinx extensions.,documentation,30,True,numpy/numpydoc,https://github.com/numpy/numpydoc,BSD-3-Clause,2013-07-24 16:23:39.000,2021-03-05 20:22:43.000,2021-02-26 19:22:59.000,5329.0,91.0,16503.0,2020-07-01 21:59:00.000,1.1.0,13.0,65.0,conda-forge/numpydoc,numpydoc,51.0,,31623.0,24275.0,https://pypi.org/project/numpydoc,2020-07-01 21:59:00.000,7348.0,100530.0,115167.0,https://anaconda.org/conda-forge/numpydoc,2020-10-01 19:37:54.384,731859.0,2.0,['sphinx'],,,,,,,,,,
44,loguru,https://github.com/Delgan/loguru,,Python logging made (stupidly) simple.,logging,30,True,Delgan/loguru,https://github.com/Delgan/loguru,MIT,2017-08-15 17:22:32.000,2021-03-14 20:40:30.000,2021-03-14 20:40:18.000,376.0,332.0,8421.0,2020-09-20 07:56:32.000,0.5.3,17.0,29.0,conda-forge/loguru,loguru,51.0,552.0,6130.0,5788.0,https://pypi.org/project/loguru,2020-09-20 07:54:28.000,342.0,437027.0,441988.0,https://anaconda.org/conda-forge/loguru,2020-10-10 00:51:36.057,124035.0,2.0,,,,,,,,,,,
45,pyautogui,https://github.com/asweigart/pyautogui,,A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.,testing,30,True,asweigart/pyautogui,https://github.com/asweigart/pyautogui,BSD-3-Clause,2014-07-17 23:30:38.000,2021-02-20 18:37:25.000,2020-10-04 08:13:41.000,670.0,163.0,4892.0,2020-10-06 22:15:19.000,0.9.52,49.0,42.0,conda-forge/pyautogui,pyautogui,298.0,361.0,7163.0,6555.0,https://pypi.org/project/pyautogui,2020-10-06 22:15:19.000,608.0,194391.0,197174.0,https://anaconda.org/conda-forge/pyautogui,2020-10-13 12:17:23.308,111334.0,2.0,,,,,,,,,,,
46,buildbot,https://github.com/buildbot/buildbot,,Python-based continuous integration testing framework; your pull requests are more than welcome!.,build-tools,30,True,buildbot/buildbot,https://github.com/buildbot/buildbot,GPL-2.0,2010-07-06 17:56:53.000,2021-03-18 14:17:31.000,2021-03-17 13:40:40.000,1517.0,655.0,4570.0,2021-03-16 16:58:32.000,3.0.2,107.0,782.0,conda-forge/buildbot,buildbot,639.0,21714.0,1137.0,245.0,https://pypi.org/project/buildbot,2021-03-16 17:22:58.000,892.0,3236.0,5068.0,https://anaconda.org/conda-forge/buildbot,2021-03-15 17:24:39.932,27619.0,2.0,,14410.0,,,,,,,,,
47,factory_boy,https://github.com/FactoryBoy/factory_boy,,A test fixtures replacement for Python.,testing,30,True,FactoryBoy/factory_boy,https://github.com/FactoryBoy/factory_boy,MIT,2011-05-11 08:26:59.000,2021-03-18 08:49:27.000,2021-03-18 08:49:27.000,312.0,337.0,2439.0,2018-05-05 15:05:40.000,2.11.1,36.0,113.0,conda-forge/factory_boy,factory_boy,142.0,874.0,4256.0,,https://pypi.org/project/factory_boy,2018-05-05 15:05:40.000,4256.0,646939.0,648015.0,https://anaconda.org/conda-forge/factory_boy,2020-10-05 10:08:00.894,58124.0,2.0,,,,,,,,,,,
48,logbook,https://github.com/getlogbook/logbook,,A cool logging replacement for Python.,logging,30,False,getlogbook/logbook,https://github.com/getlogbook/logbook,BSD-3-Clause,2010-07-22 10:13:12.000,2021-01-11 05:40:29.145,2019-10-16 17:48:40.000,155.0,125.0,1397.0,2019-01-16 20:35:25.000,1.4.3,41.0,76.0,conda-forge/logbook,logbook,54.0,1194.0,4547.0,2483.0,https://pypi.org/project/logbook,2019-10-16 18:14:55.000,2064.0,168011.0,169413.0,https://anaconda.org/conda-forge/logbook,2021-01-11 05:40:29.145,33593.0,2.0,,244.0,,,,,,,,,
49,rope,https://github.com/python-rope/rope,,a python refactoring library.,refactoring,30,True,python-rope/rope,https://github.com/python-rope/rope,LGPL-3.0,2013-11-30 15:30:20.000,2021-03-15 21:38:34.000,2021-03-07 17:41:59.000,121.0,107.0,1102.0,2020-10-07 16:08:59.000,0.18.0,19.0,62.0,conda-forge/rope,rope,75.0,1872.0,29446.0,26514.0,https://pypi.org/project/rope,2020-10-07 16:08:59.000,2932.0,134872.0,145399.0,https://anaconda.org/conda-forge/rope,2020-10-07 18:16:45.645,494771.0,1.0,,,,,,,,,,,
50,pytest-mock,https://github.com/pytest-dev/pytest-mock,,Thin-wrapper around the mock package for easier use with pytest.,testing,30,True,pytest-dev/pytest-mock,https://github.com/pytest-dev/pytest-mock,MIT,2014-07-17 00:40:32.000,2021-02-22 19:25:30.000,2021-02-22 19:25:29.000,88.0,84.0,1019.0,2021-01-10 22:17:10.000,3.5.1,50.0,50.0,conda-forge/pytest-mock,pytest-mock,11.0,396.0,21089.0,14909.0,https://pypi.org/project/pytest-mock,2021-01-10 22:17:10.000,6180.0,1494854.0,1509008.0,https://anaconda.org/conda-forge/pytest-mock,2021-01-11 11:41:18.792,792633.0,2.0,['pytest'],,,,,,,,,,
51,pytest-xdist,https://github.com/pytest-dev/pytest-xdist,,pytest plugin for distributed testing and loop-on-failures testing modes.,testing,30,True,pytest-dev/pytest-xdist,https://github.com/pytest-dev/pytest-xdist,MIT,2015-09-01 18:51:45.000,2021-03-15 04:14:16.000,2021-02-11 11:27:08.000,140.0,226.0,678.0,2021-02-09 21:06:38.000,2.2.1,55.0,71.0,conda-forge/pytest-xdist,pytest-xdist,181.0,845.0,23119.0,15777.0,https://pypi.org/project/pytest-xdist,2021-02-09 21:06:38.000,7342.0,1880272.0,1900625.0,https://anaconda.org/conda-forge/pytest-xdist,2021-02-10 14:13:48.139,1139792.0,2.0,['pytest'],,,,,,,,,,
52,alabaster,https://github.com/bitprophet/alabaster,,"Lightweight, configurable Sphinx theme. Now the Sphinx default!.",documentation,30,False,bitprophet/alabaster,https://github.com/bitprophet/alabaster,BSD-3-Clause,2013-12-07 00:03:15.000,2021-03-04 22:24:15.000,2020-01-10 23:50:18.000,151.0,51.0,595.0,2018-10-03 01:39:17.000,0.7.12,24.0,28.0,conda-forge/alabaster,alabaster,75.0,350.0,56548.0,41650.0,https://pypi.org/project/alabaster,2018-10-03 01:39:17.000,14898.0,1582895.0,1619706.0,https://anaconda.org/conda-forge/alabaster,2018-10-03 15:29:30.017,2061418.0,2.0,['sphinx'],,,,,,,,,,
53,coveralls-python,https://github.com/TheKevJames/coveralls-python,,Show coverage stats online via coveralls.io.,testing,30,True,coveralls-clients/coveralls-python,https://github.com/TheKevJames/coveralls-python,MIT,2013-02-06 20:48:39.000,2021-03-17 19:34:39.000,2021-03-17 19:33:52.000,168.0,132.0,455.0,2021-03-02 00:35:13.000,3.0.1,38.0,55.0,,coveralls,5.0,384.0,33815.0,16807.0,https://pypi.org/project/coveralls,2021-03-02 00:35:13.000,17008.0,238153.0,238153.0,,,,2.0,['pytest'],,,TheKevJames/coveralls-python,,,,,,,
54,pytest-html,https://github.com/pytest-dev/pytest-html,,Plugin for generating HTML reports for pytest results.,testing,30,True,pytest-dev/pytest-html,https://github.com/pytest-dev/pytest-html,MPL-2.0,2015-04-14 19:22:42.000,2021-03-16 20:36:15.000,2021-01-23 03:26:17.000,156.0,178.0,404.0,2020-12-13 15:24:58.000,3.1.1,44.0,43.0,conda-forge/pytest-html,pytest-html,72.0,376.0,9376.0,8392.0,https://pypi.org/project/pytest-html,2020-12-13 15:24:58.000,984.0,775335.0,777675.0,https://anaconda.org/conda-forge/pytest-html,2020-12-13 19:43:13.698,107656.0,2.0,['pytest'],,,,,,,,,,
55,Glances,https://github.com/nicolargo/glances,,"Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.",profiling,29,True,nicolargo/glances,https://github.com/nicolargo/glances,LGPL-3.0,2011-12-04 08:49:15.000,2021-03-17 14:00:24.000,2021-03-17 14:00:13.000,1180.0,1133.0,18030.0,2021-01-23 16:50:31.000,3.1.6,53.0,138.0,conda-forge/glances,glances,194.0,3871.0,329.0,279.0,https://pypi.org/project/glances,2021-02-07 15:19:12.000,50.0,32560.0,34656.0,https://anaconda.org/conda-forge/glances,2021-02-07 19:32:17.197,125408.0,1.0,,417.0,,,,,,,,,
56,yapf,https://github.com/google/yapf,,A formatter for Python files.,formatters,29,True,google/yapf,https://github.com/google/yapf,Apache-2.0,2015-03-18 18:22:31.000,2021-03-12 21:42:56.000,2021-03-12 21:42:14.000,786.0,367.0,11546.0,2020-04-23 19:07:36.000,0.30.0,67.0,125.0,conda-forge/yapf,yapf,306.0,,21303.0,17897.0,https://pypi.org/project/yapf,2020-04-23 19:07:36.000,3406.0,430481.0,440395.0,https://anaconda.org/conda-forge/yapf,2020-07-28 15:36:35.387,565131.0,3.0,,,,,,,,,,,
57,python-json-logger,https://github.com/madzak/python-json-logger,,Json Formatter for the standard python logger.,logging,29,True,madzak/python-json-logger,https://github.com/madzak/python-json-logger,BSD-2-Clause,2011-12-27 05:12:26.000,2021-01-18 15:09:26.000,2020-10-12 16:12:03.000,135.0,45.0,931.0,2020-10-12 16:26:53.000,2.0.1,19.0,43.0,conda-forge/python-json-logger,python-json-logger,17.0,179.0,14209.0,13291.0,https://pypi.org/project/python-json-logger,2020-10-12 16:26:53.000,918.0,1093131.0,1104860.0,https://anaconda.org/conda-forge/python-json-logger,2020-10-12 23:31:31.855,551266.0,2.0,,,,,,,,,,,
58,colorlog,https://github.com/borntyping/python-colorlog,,A colored formatter for the python logging module.,logging,29,True,borntyping/python-colorlog,https://github.com/borntyping/python-colorlog,MIT,2012-09-05 17:57:21.000,2021-03-18 07:47:24.183,2021-01-14 12:46:28.000,69.0,50.0,676.0,2021-01-14 12:47:43.000,4.7.2,51.0,29.0,conda-forge/colorlog,colorlog,10.0,175.0,12759.0,9093.0,https://pypi.org/project/colorlog,2021-01-14 12:47:43.000,3666.0,1327360.0,1332784.0,https://anaconda.org/conda-forge/colorlog,2021-03-18 07:47:24.183,320063.0,2.0,,,,,,,,,,,
59,packaging,https://github.com/pypa/packaging,,Core utilities for Python packages.,packaging,29,True,pypa/packaging,https://github.com/pypa/packaging,BSD-2-Clause,2014-05-15 22:49:43.000,2021-03-18 10:35:17.000,2021-03-08 22:15:05.000,134.0,135.0,275.0,2021-01-29 20:27:31.000,20.9,35.0,64.0,conda-forge/packaging,packaging,50.0,,212235.0,183035.0,https://pypi.org/project/packaging,2021-01-29 20:24:35.000,29200.0,22699956.0,22812378.0,https://anaconda.org/conda-forge/packaging,2021-02-04 17:30:01.516,6407909.0,1.0,,62.0,,,,,,,,,
60,typed_ast,https://github.com/python/typed_ast,,Modified fork of CPython's ast module that parses `# type:` comments.,ast,29,True,python/typed_ast,https://github.com/python/typed_ast,Apache-2.0,2016-02-16 22:40:09.000,2021-03-07 22:34:48.000,2021-03-07 22:34:48.000,43.0,73.0,177.0,2020-12-30 23:17:52.000,1.4.2,28.0,20.0,,typed_ast,4.0,168.0,10362.0,,https://pypi.org/project/typed_ast,2020-12-30 23:17:52.000,10362.0,5680591.0,5680591.0,,,,1.0,,,,,,,,,,,
61,py-spy,https://github.com/benfred/py-spy,,Sampling profiler for Python programs.,profiling,28,True,benfred/py-spy,https://github.com/benfred/py-spy,MIT,2018-08-01 02:22:15.000,2021-03-13 20:13:02.000,2021-03-13 20:12:59.000,242.0,131.0,6679.0,2021-01-17 20:43:46.000,0.3.4,27.0,23.0,,py-spy,61.0,357.0,700.0,650.0,https://pypi.org/project/py-spy,2021-01-17 20:43:46.000,50.0,201393.0,201624.0,,,,2.0,,4632.0,,,py-spy,,,,,,
62,pyre-check,https://github.com/facebook/pyre-check,,Performant type-checking for python.,linters,28,True,facebook/pyre-check,https://github.com/facebook/pyre-check,MIT,2017-11-10 17:31:36.000,2021-03-18 03:12:17.000,2021-03-18 03:12:12.000,304.0,178.0,5216.0,2021-03-04 22:42:39.000,0.0.62,58.0,147.0,,pyre-check,65.0,8725.0,46.0,,https://pypi.org/project/pyre-check,2021-03-05 20:22:41.000,46.0,8217.0,8217.0,,,,2.0,,,1.0,,,,,,,,
63,pipreqs,https://github.com/bndr/pipreqs,,pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this..,dependency-managers,28,True,bndr/pipreqs,https://github.com/bndr/pipreqs,Apache-2.0,2015-04-22 16:38:14.000,2021-03-13 22:46:17.000,2020-05-18 23:46:19.000,211.0,64.0,3258.0,2019-11-14 11:06:56.000,0.4.10,38.0,36.0,conda-forge/pipreqs,pipreqs,101.0,260.0,4983.0,4455.0,https://pypi.org/project/pipreqs,2019-11-14 11:00:54.000,528.0,37835.0,38205.0,https://anaconda.org/conda-forge/pipreqs,2019-11-14 14:53:43.131,19995.0,3.0,,,,,,,,,,,
64,mimesis,https://github.com/lk-geimfari/mimesis,,"Mimesis is a high-performance fake data generator for Python, which provides data for a variety of purposes in a..",testing,28,True,lk-geimfari/mimesis,https://github.com/lk-geimfari/mimesis,MIT,2016-09-09 21:41:22.000,2021-03-15 11:17:27.000,2021-03-15 11:17:24.000,268.0,275.0,3250.0,2020-12-21 11:12:37.000,4.1.3,30.0,106.0,,mimesis,12.0,1947.0,84.0,,https://pypi.org/project/mimesis,2020-12-21 11:12:37.000,84.0,77815.0,77817.0,,,,2.0,,154.0,1.0,,,,,,,,
65,structlog,https://github.com/hynek/structlog,,Structured Logging for Python.,logging,28,True,hynek/structlog,https://github.com/hynek/structlog,MIT,2013-08-13 15:55:58.000,2021-03-15 18:38:57.000,2021-03-15 18:38:54.000,133.0,142.0,1446.0,2021-02-18 16:17:00.000,21.1.0,23.0,71.0,conda-forge/structlog,structlog,33.0,,4242.0,3036.0,https://pypi.org/project/structlog,2021-02-18 16:06:29.000,1206.0,512603.0,514289.0,https://anaconda.org/conda-forge/structlog,2021-02-22 14:39:08.894,94452.0,3.0,,,,,,,,,,,
66,wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,,The strictest and most opinionated python linter ever!.,linters,28,True,wemake-services/wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,MIT,2018-03-09 21:04:25.000,2021-03-17 05:45:28.000,2021-03-17 05:45:26.000,268.0,863.0,1407.0,2021-02-27 12:22:01.000,0.15.2,51.0,139.0,,wemake-python-styleguide,79.0,1616.0,287.0,273.0,https://pypi.org/project/wemake-python-styleguide,2021-02-27 12:21:14.000,14.0,22222.0,22222.0,,,,2.0,,,,,,,,,,,
67,radon,https://github.com/rubik/radon,,Various code metrics for Python code.,code-metrics,28,True,rubik/radon,https://github.com/rubik/radon,MIT,2012-09-20 18:58:58.000,2021-03-09 07:30:44.000,2021-03-09 07:24:38.000,86.0,129.0,1193.0,2021-03-07 10:46:49.000,4.4.0,47.0,43.0,conda-forge/radon,radon,17.0,508.0,2749.0,1651.0,https://pypi.org/project/radon,2021-03-09 07:30:44.000,1098.0,113579.0,114229.0,https://anaconda.org/conda-forge/radon,2020-09-18 20:13:31.841,26666.0,1.0,,,,,,,,,,,
68,pydocstyle,https://github.com/PyCQA/pydocstyle,,docstring style checker.,linters,28,True,PyCQA/pydocstyle,https://github.com/PyCQA/pydocstyle,MIT,2012-01-31 17:18:23.000,2020-09-21 00:19:01.000,2020-09-19 00:07:00.000,144.0,187.0,752.0,2020-08-29 20:58:00.000,5.1.1,14.0,71.0,conda-forge/pydocstyle,pydocstyle,71.0,693.0,18914.0,14994.0,https://pypi.org/project/pydocstyle,2020-08-29 20:56:43.000,3920.0,608825.0,614473.0,https://anaconda.org/conda-forge/pydocstyle,2020-08-30 00:38:13.707,316340.0,2.0,,51.0,,,,,,,,,
69,pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,,Pytest support for asyncio.,testing,28,True,pytest-dev/pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,Apache-2.0,2015-04-11 00:18:05.000,2021-01-13 14:01:21.000,2020-12-01 01:03:15.000,74.0,92.0,684.0,2020-06-23 22:10:28.000,0.14.0,18.0,26.0,conda-forge/pytest-asyncio,pytest-asyncio,59.0,157.0,12264.0,10236.0,https://pypi.org/project/pytest-asyncio,2020-06-23 22:10:28.000,2028.0,611612.0,619076.0,https://anaconda.org/conda-forge/pytest-asyncio,2020-10-30 17:49:56.641,343365.0,2.0,['pytest'],,,,,,,,,,
70,nose2,https://github.com/nose-devs/nose2,,"The successor to nose, based on unittest2.",testing,28,True,nose-devs/nose2,https://github.com/nose-devs/nose2,BSD-3-Clause,2011-12-14 15:33:15.000,2021-03-10 16:59:07.000,2021-03-10 16:59:06.000,131.0,196.0,665.0,2021-01-27 21:57:28.000,0.10.0,26.0,70.0,conda-forge/nose2,nose2,55.0,990.0,5484.0,3546.0,https://pypi.org/project/nose2,2021-01-27 21:57:28.000,1938.0,113005.0,113804.0,https://anaconda.org/conda-forge/nose2,2020-02-02 06:02:02.004,27169.0,2.0,,,,,,,,,,,
71,flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,,A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in..,linters,28,True,PyCQA/flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,MIT,2016-03-15 20:54:43.000,2021-03-11 17:44:57.000,2021-03-08 17:26:00.000,39.0,52.0,518.0,2021-03-08 17:28:03.000,21.3.2,31.0,36.0,conda-forge/flake8-bugbear,flake8-bugbear,34.0,157.0,4228.0,3188.0,https://pypi.org/project/flake8-bugbear,2021-03-08 17:28:03.000,1040.0,295683.0,307357.0,https://anaconda.org/conda-forge/flake8-bugbear,2021-03-08 21:21:16.211,221813.0,2.0,['flake8'],,,,,,,,,,
72,breathe,https://github.com/michaeljones/breathe,,ReStructuredText and Sphinx bridge to Doxygen.,documentation,28,True,michaeljones/breathe,https://github.com/michaeljones/breathe,BSD-3-Clause,2009-02-03 18:52:25.000,2021-03-18 05:17:46.000,2021-02-16 15:26:15.000,136.0,316.0,514.0,2021-02-16 15:27:55.000,4.27.0,54.0,89.0,conda-forge/breathe,breathe,97.0,1378.0,6127.0,4119.0,https://pypi.org/project/breathe,2021-02-16 15:27:55.000,2008.0,33957.0,37326.0,https://anaconda.org/conda-forge/breathe,2021-02-17 04:08:50.258,178569.0,2.0,,,,,,,,,,,
73,prettytable,https://github.com/jazzband/prettytable,,Display tabular data in a visually appealing ASCII table format.,logging,28,False,jazzband/prettytable,https://github.com/jazzband/prettytable,BSD-1-Clause,2016-01-15 02:39:17.000,2021-03-02 22:49:12.885,2021-03-02 19:25:20.000,62.0,27.0,410.0,2021-03-02 19:34:23.000,2.1.0,14.0,27.0,conda-forge/prettytable,prettytable,14.0,306.0,15019.0,15019.0,https://pypi.org/project/prettytable,2021-03-02 19:34:23.000,0.0,1382205.0,1386558.0,https://anaconda.org/conda-forge/prettytable,2021-03-02 22:49:12.885,248172.0,3.0,,,,,,,,,,,
74,ddt,https://github.com/datadriventests/ddt,,Data-Driven Tests for Python Unittest.,testing,28,True,datadriventests/ddt,https://github.com/datadriventests/ddt,MIT,2012-02-11 22:57:10.000,2021-03-12 20:36:06.000,2021-03-12 20:34:54.000,96.0,30.0,381.0,2021-03-12 20:36:06.000,1.4.2,26.0,34.0,conda-forge/ddt,ddt,16.0,211.0,5840.0,3356.0,https://pypi.org/project/ddt,2020-05-15 02:43:35.000,2484.0,140667.0,141819.0,https://anaconda.org/conda-forge/ddt,2020-05-15 03:17:11.932,55297.0,2.0,,,1.0,,,,,,,,
75,hacking,https://github.com/openstack/hacking,,OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org.,linters,28,True,openstack/hacking,https://github.com/openstack/hacking,Apache-2.0,2013-03-26 21:09:28.000,2021-03-09 14:54:06.000,2021-02-25 17:38:54.000,68.0,,213.0,2020-11-12 11:18:09.000,4.0.0,36.0,176.0,,hacking,,1043.0,8690.0,,https://pypi.org/project/hacking,2020-11-12 11:18:09.000,8690.0,55033.0,55033.0,,,,2.0,['flake8'],,,,,,,,,,
76,PySnooper,https://github.com/cool-RR/PySnooper,,Never use print for debugging again.,debugging,27,True,cool-RR/PySnooper,https://github.com/cool-RR/PySnooper,MIT,2019-04-18 13:55:43.000,2021-02-27 21:29:24.034,2021-02-27 09:14:08.000,878.0,90.0,14264.0,2020-09-14 09:47:00.000,0.4.2,53.0,25.0,conda-forge/pysnooper,pysnooper,18.0,291.0,408.0,362.0,https://pypi.org/project/pysnooper,2020-09-14 09:47:00.000,46.0,19280.0,20754.0,https://anaconda.org/conda-forge/pysnooper,2021-02-27 21:29:24.034,32444.0,1.0,,,,,,,,,,,
77,pyright,https://github.com/microsoft/pyright,,Static type checker for Python.,linters,27,True,Microsoft/pyright,https://github.com/microsoft/pyright,MIT,2019-03-12 03:38:46.000,2021-03-18 05:45:29.000,2021-03-18 05:45:23.000,298.0,1377.0,6443.0,2021-03-17 03:24:18.000,1.1.122,206.0,52.0,,,11.0,3189.0,55.0,51.0,,,,,54640.0,,,,2.0,,,,,,pyright,https://www.npmjs.com/package/pyright,2021-03-17 03:17:06.161,4.0,54640.0,
78,Nuitka,https://github.com/Nuitka/Nuitka,,"Nuitka is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.3, 3.4, 3.5, 3.6, 3.7,..",packaging,27,True,Nuitka/Nuitka,https://github.com/Nuitka/Nuitka,Apache-2.0,2013-04-23 15:40:33.000,2021-03-18 11:11:55.000,2021-03-17 10:12:34.000,263.0,664.0,3961.0,2021-02-09 11:28:53.000,0.6.12,139.0,90.0,conda-forge/nuitka,nuitka,184.0,7526.0,54.0,,https://pypi.org/project/nuitka,2021-03-17 10:26:39.000,54.0,8245.0,12574.0,https://anaconda.org/conda-forge/nuitka,2021-03-17 16:49:17.111,255466.0,2.0,,,,,,,,,,,
79,pytype,https://github.com/google/pytype,,A static type analyzer for Python code.,linters,27,True,google/pytype,https://github.com/google/pytype,Apache-2.0,2015-03-18 20:52:08.000,2021-03-18 05:46:25.000,2021-03-18 05:46:22.000,183.0,303.0,3168.0,2021-03-04 10:08:05.000,2021.3.3,90.0,60.0,conda-forge/pytype,pytype,99.0,4128.0,88.0,,https://pypi.org/project/pytype,2021-03-04 10:10:29.000,88.0,47141.0,50661.0,https://anaconda.org/conda-forge/pytype,2020-10-13 18:48:00.617,35201.0,2.0,,,,,,,,,,,
80,coala,https://github.com/coala/coala,,"coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming..",linters,27,True,coala/coala,https://github.com/coala/coala,AGPL-3.0,2014-05-15 11:35:34.000,2021-03-18 09:30:55.000,2021-03-17 17:32:33.000,1343.0,2356.0,3159.0,2017-05-30 10:07:57.000,0.11.1,730.0,476.0,,coala-bears,850.0,4472.0,218.0,10.0,https://pypi.org/project/coala-bears,2017-11-10 21:04:50.000,208.0,2240.0,2241.0,,,,2.0,,135.0,,,,,,,,,
81,memory-profiler,https://github.com/pythonprofilers/memory_profiler,,Monitor Memory usage of Python code.,profiling,27,True,pythonprofilers/memory_profiler,https://github.com/pythonprofilers/memory_profiler,BSD-3-Clause,2011-10-14 11:56:14.000,2021-03-01 20:56:21.000,2021-03-01 20:56:21.000,292.0,99.0,2788.0,2018-08-16 03:16:49.000,0.54.0,52.0,84.0,,memory_profiler,82.0,622.0,534.0,,https://pypi.org/project/memory_profiler,2018-08-16 03:16:49.000,534.0,122284.0,122284.0,,,,2.0,,,,,,,,,,,
82,pex,https://github.com/pantsbuild/pex,,A library and tool for generating .pex (Python EXecutable) files.,packaging,27,True,pantsbuild/pex,https://github.com/pantsbuild/pex,Apache-2.0,2014-07-21 17:06:12.000,2021-03-17 17:57:44.000,2021-03-17 17:57:44.000,192.0,529.0,1829.0,2021-03-17 01:37:11.000,2.1.34,123.0,96.0,,pex,135.0,874.0,230.0,,https://pypi.org/project/pex,2021-03-17 01:36:52.000,230.0,55350.0,59801.0,,,,2.0,,258200.0,,,,,,,,,
83,prospector,https://github.com/PyCQA/prospector,,"Inspects Python source files and provides information about type and location of classes, methods etc.",code-metrics,27,True,PyCQA/prospector,https://github.com/PyCQA/prospector,GPL-2.0,2013-08-05 07:26:30.000,2021-03-02 10:40:50.000,2020-10-21 22:30:57.000,119.0,211.0,1401.0,2020-10-21 22:32:26.000,1.3.1,91.0,67.0,conda-forge/prospector,prospector,44.0,1051.0,3278.0,2140.0,https://pypi.org/project/prospector,2020-10-21 22:31:43.000,1138.0,87531.0,87939.0,https://anaconda.org/conda-forge/prospector,2020-11-18 00:26:14.628,22467.0,2.0,,,,,,,,,,,
84,vulture,https://github.com/jendrikseipp/vulture,,Find dead Python code.,refactoring,27,True,jendrikseipp/vulture,https://github.com/jendrikseipp/vulture,MIT,2016-08-11 15:39:58.647,2021-01-21 15:53:38.000,2021-01-21 15:53:37.000,67.0,130.0,1208.0,2021-01-16 17:51:40.000,2.3,42.0,27.0,conda-forge/vulture,vulture,12.0,678.0,1221.0,861.0,https://pypi.org/project/vulture,2021-01-16 17:49:50.000,360.0,59744.0,60477.0,https://anaconda.org/conda-forge/vulture,2020-08-11 23:14:02.062,40332.0,2.0,,,,,,,,,,,
85,pyelftools,https://github.com/eliben/pyelftools,,Parsing ELF and DWARF in Python.,debugging,27,True,eliben/pyelftools,https://github.com/eliben/pyelftools,Unlicense,2013-06-08 22:55:54.000,2021-02-27 17:55:27.000,2021-01-26 00:11:51.000,391.0,108.0,1177.0,,,8.0,75.0,conda-forge/pyelftools,pyelftools,51.0,567.0,2758.0,1874.0,https://pypi.org/project/pyelftools,2020-10-27 13:45:19.000,884.0,325338.0,326323.0,https://anaconda.org/conda-forge/pyelftools,2020-10-27 16:16:13.901,59105.0,1.0,,,,,,,,,,,
86,scons,https://github.com/SCons/scons,,SCons - a software construction tool.,build-tools,27,True,SCons/scons,https://github.com/SCons/scons,MIT,2017-03-23 22:12:34.579,2021-03-18 04:25:18.000,2021-03-18 01:27:51.000,208.0,2621.0,1091.0,2021-01-19 22:02:05.000,4.1.0,14.0,130.0,conda-forge/scons,scons,664.0,6969.0,50.0,,https://pypi.org/project/scons,2019-12-17 02:49:51.000,50.0,84052.0,87452.0,https://anaconda.org/conda-forge/scons,2021-01-20 08:05:53.549,162543.0,2.0,,348.0,,,,,,,,,
87,safety,https://github.com/pyupio/safety,,Safety checks your installed dependencies for known security vulnerabilities.,security,27,True,pyupio/safety,https://github.com/pyupio/safety,MIT,2016-10-19 13:22:56.000,2021-02-26 16:55:09.000,2021-02-19 21:13:16.000,82.0,68.0,981.0,2021-01-15 19:34:46.000,1.10.3,38.0,35.0,conda-forge/safety,safety,44.0,370.0,2279.0,1735.0,https://pypi.org/project/safety,2021-01-15 19:34:46.000,544.0,198582.0,201664.0,https://anaconda.org/conda-forge/safety,2021-01-15 20:54:00.958,14797.0,2.0,,28920.0,,,,,,,,,
88,pytest-bdd,https://github.com/pytest-dev/pytest-bdd,,BDD library for the py.test runner.,testing,27,True,pytest-dev/pytest-bdd,https://github.com/pytest-dev/pytest-bdd,MIT,2013-03-29 07:27:43.000,2021-03-04 13:56:27.000,2021-03-02 18:24:50.000,129.0,126.0,785.0,2020-12-07 12:41:15.000,4.0.2,89.0,38.0,conda-forge/pytest-bdd,pytest-bdd,102.0,636.0,1468.0,1200.0,https://pypi.org/project/pytest-bdd,2020-12-07 12:41:15.000,268.0,68992.0,69981.0,https://anaconda.org/conda-forge/pytest-bdd,2020-02-03 16:53:59.114,21776.0,3.0,['pytest'],,,,,,,,,,
89,progressbar2,https://github.com/WoLpH/python-progressbar,,Progressbar 2 - A progress bar for Python 2 and Python 3 - pip install progressbar2.,logging,27,True,WoLpH/python-progressbar,https://github.com/WoLpH/python-progressbar,BSD-3-Clause,2012-02-20 06:19:21.000,2021-03-15 00:40:40.000,2021-03-15 00:40:40.000,91.0,177.0,682.0,2020-09-09 13:36:59.000,3.53.1,94.0,38.0,conda-forge/progressbar2,progressbar2,9.0,867.0,10326.0,8130.0,https://pypi.org/project/progressbar2,2020-09-09 13:28:47.000,2196.0,416060.0,420689.0,https://anaconda.org/conda-forge/progressbar2,2020-09-09 14:31:33.844,243445.0,3.0,,1567.0,,,,,,,,,
90,astor,https://github.com/berkerpeksag/astor,,Python AST read/write.,ast,27,True,berkerpeksag/astor,https://github.com/berkerpeksag/astor,BSD-3-Clause,2012-09-19 23:02:51.000,2021-03-15 17:27:04.000,2021-03-15 17:27:04.000,79.0,71.0,565.0,2019-12-10 01:50:33.000,0.8.1,14.0,31.0,conda-forge/astor,astor,35.0,261.0,3756.0,,https://pypi.org/project/astor,2019-12-10 01:50:33.000,3756.0,1451838.0,1474666.0,https://anaconda.org/conda-forge/astor,2020-07-01 13:36:26.971,1072935.0,2.0,,,,,,,,,,,
91,buildout,https://github.com/buildout/buildout,,Buildout is a deployment automation tool written in and extended with Python.,build-tools,27,False,buildout/buildout,https://github.com/buildout/buildout,ZPL-2.1,2012-03-25 21:47:18.000,2021-03-16 21:49:35.000,2021-03-16 21:49:17.000,170.0,201.0,510.0,2021-03-08 07:25:44.000,2.13.4,103.0,88.0,,zc.buildout,138.0,1611.0,1974.0,,https://pypi.org/project/zc.buildout,2021-03-09 08:12:12.000,1974.0,49415.0,49415.0,,,,2.0,,,,,,,,,,,
92,pylint-django,https://github.com/PyCQA/pylint-django,,Pylint plugin for improving code analysis for when using Django.,linters,27,True,PyCQA/pylint-django,https://github.com/PyCQA/pylint-django,GPL-2.0,2013-10-01 06:35:15.000,2021-03-14 00:38:01.000,2021-01-10 12:24:27.000,95.0,146.0,450.0,2021-01-10 12:27:12.000,2.4.2,48.0,55.0,conda-forge/pylint-django,pylint-django,24.0,529.0,14692.0,12446.0,https://pypi.org/project/pylint-django,2021-01-10 12:25:25.000,2246.0,230524.0,231868.0,https://anaconda.org/conda-forge/pylint-django,2021-01-12 09:07:20.984,73420.0,2.0,['pylint'],180.0,,,,,,,,,
93,mccabe,https://github.com/PyCQA/mccabe,,McCabe complexity checker for Python.,code-metrics,27,True,PyCQA/mccabe,https://github.com/PyCQA/mccabe,Saxpath,2013-02-20 22:19:04.000,2020-11-23 03:29:18.000,2020-10-03 17:22:54.000,38.0,33.0,376.0,2017-01-26 22:13:14.000,0.6.1,11.0,19.0,conda-forge/mccabe,mccabe,7.0,128.0,211614.0,180604.0,https://pypi.org/project/mccabe,2017-01-26 22:13:14.000,31010.0,6492265.0,6533412.0,https://anaconda.org/conda-forge/mccabe,2018-07-08 18:43:04.536,2345397.0,2.0,,,,,,,,,,,
94,sphinx-autodoc-typehints,https://github.com/agronholm/sphinx-autodoc-typehints,,Type hints support for the Sphinx autodoc extension.,documentation,27,True,agronholm/sphinx-autodoc-typehints,https://github.com/agronholm/sphinx-autodoc-typehints,MIT,2015-09-21 20:41:41.000,2021-02-21 16:06:51.000,2021-02-21 16:06:51.000,60.0,68.0,312.0,2020-10-12 20:37:53.000,1.11.1,28.0,28.0,conda-forge/sphinx-autodoc-typehints,sphinx-autodoc-typehints,39.0,158.0,1380.0,,https://pypi.org/project/sphinx-autodoc-typehints,2020-10-12 20:37:53.000,1380.0,92682.0,96371.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2020-10-12 21:34:27.077,147579.0,2.0,['sphinx'],,,,,,,,,,
95,pyenv,https://github.com/pyenv/pyenv,,Simple Python version management.,virtual-envs,26,True,pyenv/pyenv,https://github.com/pyenv/pyenv,MIT,2012-08-31 06:57:52.000,2021-03-18 09:49:09.000,2021-03-18 09:49:09.000,1990.0,980.0,22764.0,2021-03-18 09:41:12.000,1.2.24,32.0,313.0,,pyenv,267.0,2482.0,1.0,,https://pypi.org/project/pyenv,2019-01-12 14:49:22.000,1.0,3148.0,3148.0,,,,2.0,,,,,,,,,,,
96,sqlmap,https://github.com/sqlmapproject/sqlmap,,Automatic SQL injection and database takeover tool.,security,26,True,sqlmapproject/sqlmap,https://github.com/sqlmapproject/sqlmap,GPL-3.0,2012-06-26 09:52:15.000,2021-03-18 10:40:43.000,2021-03-18 10:40:39.000,4213.0,4203.0,19603.0,2021-02-01 20:35:09.000,1.5.2,65.0,104.0,,sqlmap,45.0,9744.0,8.0,,https://pypi.org/project/sqlmap,2021-03-03 22:08:16.000,8.0,2197.0,2197.0,,,,2.0,,,,,,,,,,,
97,pyinstrument,https://github.com/joerick/pyinstrument,,Call stack profiler for Python. Shows you why your code is slow!.,profiling,26,True,joerick/pyinstrument,https://github.com/joerick/pyinstrument,BSD-3-Clause,2014-03-13 17:53:13.000,2021-02-19 13:40:07.707,2021-02-19 09:59:41.000,97.0,55.0,2578.0,2021-02-19 09:56:50.000,3.4.1,28.0,23.0,conda-forge/pyinstrument,pyinstrument,20.0,417.0,366.0,230.0,https://pypi.org/project/pyinstrument,2021-02-19 09:56:50.000,136.0,56942.0,58134.0,https://anaconda.org/conda-forge/pyinstrument,2021-02-19 13:40:07.707,64401.0,2.0,,,,,,,,,,,
98,pudb,https://github.com/inducer/pudb,,Full-screen console debugger for Python.,debugging,26,True,inducer/pudb,https://github.com/inducer/pudb,MIT,2011-05-13 23:44:30.000,2021-03-18 08:36:28.000,2021-03-18 04:21:29.000,167.0,129.0,1987.0,2017-09-02 18:52:28.000,2017.1.4,68.0,69.0,conda-forge/pudb,pudb,138.0,,3684.0,2258.0,https://pypi.org/project/pudb,2020-12-21 04:20:59.000,1426.0,320013.0,321680.0,https://anaconda.org/conda-forge/pudb,2020-04-15 19:25:06.154,93403.0,2.0,,,,,,,,,,,
99,Diamond,https://github.com/python-diamond/Diamond,,Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of..,profiling,26,False,python-diamond/Diamond,https://github.com/python-diamond/Diamond,MIT,2013-10-11 23:32:13.000,2020-12-28 06:55:11.000,2018-03-15 16:54:31.000,592.0,128.0,1612.0,2016-11-25 22:13:29.000,4.0.515,36.0,342.0,,diamond,226.0,3219.0,86.0,55.0,https://pypi.org/project/diamond,2016-11-25 22:13:29.000,31.0,16573.0,16573.0,,,,2.0,,,,,,,,,,,
100,flit,https://github.com/takluyver/flit,,Simplified packaging of Python modules.,build-tools,26,True,takluyver/flit,https://github.com/takluyver/flit,BSD-3-Clause,2015-03-13 21:22:27.000,2021-03-17 20:28:37.000,2021-03-15 23:02:34.000,67.0,152.0,1318.0,2021-03-01 15:37:10.000,3.1.0,39.0,41.0,conda-forge/flit,flit,85.0,881.0,226.0,,https://pypi.org/project/flit,2021-03-01 15:37:10.000,226.0,17719.0,19213.0,https://anaconda.org/conda-forge/flit,2021-03-02 09:06:49.794,73208.0,3.0,,,,,,,,,,,
101,pybuilder,https://github.com/pybuilder/pybuilder,,Software build automation tool for Python.,build-tools,26,True,pybuilder/pybuilder,https://github.com/pybuilder/pybuilder,Apache-2.0,2012-07-23 11:38:06.000,2021-03-17 21:36:37.000,2020-10-18 16:56:10.000,234.0,389.0,1290.0,2020-10-06 16:13:40.000,0.12.10,521.0,35.0,,pybuilder,87.0,1284.0,110.0,,https://pypi.org/project/pybuilder,2021-03-17 21:36:37.000,110.0,7731.0,7731.0,,,,3.0,,,,,,,,,,,
102,doit,https://github.com/pydoit/doit,,task management & automation tool.,build-tools,26,True,pydoit/doit,https://github.com/pydoit/doit,MIT,2014-02-14 22:21:23.000,2021-03-14 19:00:42.000,2021-03-14 14:20:08.000,117.0,189.0,972.0,2020-09-04 06:38:01.000,0.33.1,43.0,52.0,conda-forge/doit,doit,65.0,1351.0,1134.0,668.0,https://pypi.org/project/doit,2020-09-04 06:38:01.000,466.0,43942.0,45113.0,https://anaconda.org/conda-forge/doit,2020-10-11 16:47:23.103,45693.0,3.0,,,,,,,,,,,
103,pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,,py.test fixture for benchmarking code.,testing,26,True,ionelmc/pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,BSD-2-Clause,2014-10-10 10:55:33.000,2021-03-12 05:49:03.000,2021-03-12 05:48:58.000,71.0,77.0,729.0,2020-01-10 10:25:10.000,3.2.3,39.0,32.0,conda-forge/pytest-benchmark,pytest-benchmark,66.0,973.0,2352.0,1622.0,https://pypi.org/project/pytest-benchmark,2020-01-10 10:25:10.000,730.0,130743.0,137981.0,https://anaconda.org/conda-forge/pytest-benchmark,2020-03-24 11:45:49.727,434306.0,3.0,['pytest'],,,,,,,,,,
104,pdbpp,https://github.com/pdbpp/pdbpp,,"pdb++, a drop-in replacement for pdb (the Python debugger).",debugging,26,True,pdbpp/pdbpp,https://github.com/pdbpp/pdbpp,BSD-3-Clause,2017-06-11 13:42:16.000,2021-03-18 01:04:05.000,2020-11-22 13:22:19.000,38.0,105.0,693.0,2019-10-04 12:04:09.000,0.10.2,25.0,39.0,conda-forge/pdbpp,pdbpp,53.0,682.0,2976.0,1948.0,https://pypi.org/project/pdbpp,2019-10-04 12:04:09.000,1028.0,84513.0,85732.0,https://anaconda.org/conda-forge/pdbpp,2019-05-07 20:32:36.208,52434.0,2.0,,,,,,,,,,,
105,pytest-sugar,https://github.com/Teemu/pytest-sugar,,"a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail..",testing,26,True,Teemu/pytest-sugar,https://github.com/Teemu/pytest-sugar,BSD-3-Clause,2013-06-25 21:09:27.000,2020-10-24 19:01:48.000,2020-10-24 18:04:51.000,50.0,68.0,688.0,2020-07-06 18:40:33.000,0.9.4,25.0,38.0,conda-forge/pytest-sugar,pytest-sugar,35.0,344.0,11526.0,6946.0,https://pypi.org/project/pytest-sugar,2020-07-06 18:40:33.000,4580.0,212346.0,214479.0,https://anaconda.org/conda-forge/pytest-sugar,2020-09-18 13:41:24.029,91735.0,3.0,['pytest'],,,,,,,,,,
106,Yappi,https://github.com/sumerc/yappi,,"Yet Another Python Profiler, but this time thread&coroutine&greenlet aware.",profiling,26,True,sumerc/yappi,https://github.com/sumerc/yappi,MIT,2009-10-07 20:46:30.000,2020-12-23 06:06:36.000,2020-12-09 16:11:46.000,40.0,30.0,594.0,2020-11-27 15:28:40.000,1.3.2,17.0,21.0,conda-forge/yappi,yappi,11.0,635.0,1016.0,376.0,https://pypi.org/project/yappi,2020-11-27 15:28:40.000,640.0,83910.0,85401.0,https://anaconda.org/conda-forge/yappi,2020-11-28 16:22:51.992,67100.0,2.0,,,,,,,,,,,
107,sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,,Sphinx Bootstrap Theme.,documentation,26,False,ryan-roemer/sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,MIT,2011-12-07 14:53:00.000,2021-01-13 12:56:13.000,2019-09-25 19:17:09.000,203.0,78.0,575.0,2019-03-29 17:57:28.000,0.7.1,56.0,37.0,,sphinx-bootstrap-theme,57.0,393.0,2914.0,1938.0,https://pypi.org/project/sphinx-bootstrap-theme,2019-03-29 17:57:28.000,976.0,19683.0,19683.0,,,,2.0,['sphinx'],,,,,,,,,,
108,setuptools_scm,https://github.com/pypa/setuptools_scm,,the blessed package to manage your versions by scm tags.,build-tools,26,True,pypa/setuptools_scm,https://github.com/pypa/setuptools_scm,MIT,2015-07-01 17:57:56.000,2021-03-18 14:05:29.000,2021-03-17 14:11:55.000,135.0,256.0,440.0,2020-12-13 22:17:40.000,5.0.1,47.0,80.0,conda-forge/setuptools_scm,setuptools_scm,68.0,,694.0,,https://pypi.org/project/setuptools_scm,2018-08-09 06:35:57.000,694.0,6454509.0,6464250.0,https://anaconda.org/conda-forge/setuptools_scm,2021-03-17 16:05:30.451,584516.0,3.0,,,-2.0,,,,,,,,
109,python-coloredlogs,https://github.com/xolox/python-coloredlogs,,Colored terminal output for Python's logging module.,logging,26,True,xolox/python-coloredlogs,https://github.com/xolox/python-coloredlogs,MIT,2013-05-30 18:57:12.000,2020-12-10 13:10:51.000,2020-12-10 13:09:55.000,36.0,49.0,408.0,2018-04-29 22:06:15.000,9.3.1,62.0,16.0,,coloredlogs,20.0,271.0,9106.0,7010.0,https://pypi.org/project/coloredlogs,2020-12-10 13:10:51.000,2096.0,556042.0,556042.0,,,,3.0,,,,,,,,,,,
110,pep8-naming,https://github.com/PyCQA/pep8-naming,,Naming Convention checker for Python.,linters,26,False,PyCQA/pep8-naming,https://github.com/PyCQA/pep8-naming,Saxpath,2013-02-09 18:32:52.000,2021-02-14 21:34:48.000,2021-01-05 19:26:21.000,47.0,61.0,285.0,2020-06-16 23:48:52.000,0.11.1,21.0,26.0,conda-forge/pep8-naming,pep8-naming,10.0,210.0,8935.0,5907.0,https://pypi.org/project/pep8-naming,2020-06-16 23:48:52.000,3028.0,316736.0,319694.0,https://anaconda.org/conda-forge/pep8-naming,2020-07-01 03:49:33.929,180466.0,2.0,,,,,,,,,,,
111,pytest-mypy,https://github.com/dbader/pytest-mypy,,Mypy static type checker plugin for Pytest.,testing,26,True,dbader/pytest-mypy,https://github.com/dbader/pytest-mypy,MIT,2016-09-29 14:39:23.000,2021-03-17 02:59:08.000,2021-03-15 00:16:20.000,31.0,33.0,186.0,2020-11-14 01:36:41.000,0.8.0,16.0,15.0,conda-forge/pytest-mypy,pytest-mypy,9.0,212.0,1233.0,967.0,https://pypi.org/project/pytest-mypy,2020-11-14 01:36:41.000,266.0,117493.0,118091.0,https://anaconda.org/conda-forge/pytest-mypy,2020-11-24 14:50:18.057,7780.0,3.0,['pytest'],,,,,,,,,,
112,astunparse,https://github.com/simonpercivall/astunparse,,An AST unparser for Python.,ast,26,False,simonpercivall/astunparse,https://github.com/simonpercivall/astunparse,BSD-3-Clause,2014-03-31 15:34:54.000,2021-01-15 07:40:29.426,2019-12-22 18:11:19.000,36.0,21.0,158.0,2019-12-22 18:12:11.000,1.6.3,11.0,10.0,conda-forge/astunparse,astunparse,14.0,86.0,14835.0,14653.0,https://pypi.org/project/astunparse,2019-12-22 18:12:11.000,182.0,1628448.0,1631889.0,https://anaconda.org/conda-forge/astunparse,2021-01-15 07:40:29.426,154888.0,3.0,,,,,,,,,,,
113,gast,https://github.com/serge-sans-paille/gast,,Python AST that abstracts the underlying Python version.,ast,26,True,serge-sans-paille/gast,https://github.com/serge-sans-paille/gast,BSD-3-Clause,2016-07-18 10:39:07.000,2021-01-20 06:24:52.000,2020-11-26 20:24:53.000,23.0,21.0,104.0,2020-08-07 21:45:21.000,0.4.0,16.0,10.0,conda-forge/gast,gast,4.0,80.0,53379.0,49991.0,https://pypi.org/project/gast,2020-08-07 21:45:21.000,3388.0,2969657.0,2999631.0,https://anaconda.org/conda-forge/gast,2020-08-07 22:36:47.303,1019136.0,3.0,,,,,,,,,,,
114,playwright-python,https://github.com/microsoft/playwright-python,,Python version of the Playwright testing and automation library.,testing,25,True,microsoft/playwright-python,https://github.com/microsoft/playwright-python,Apache-2.0,2020-07-01 15:28:13.000,2021-03-18 09:08:31.000,2021-03-17 14:46:22.000,346.0,240.0,4265.0,2021-03-10 21:12:55.000,1.9.2,49.0,14.0,,playwright,35.0,293.0,133.0,133.0,https://pypi.org/project/playwright,2021-03-10 21:12:55.000,0.0,13584.0,13584.0,,,,3.0,,,,,,,,,,,
115,line_profiler,https://github.com/pyutils/line_profiler,,Line-by-line profiling for Python.,profiling,25,True,pyutils/line_profiler,https://github.com/pyutils/line_profiler,BSD-3-Clause,2016-05-26 17:37:38.151,2021-03-18 12:06:33.698,2021-01-25 15:09:39.000,245.0,7.0,3491.0,2020-01-12 22:11:51.000,3.0.2,8.0,20.0,conda-forge/line_profiler,line_profiler,22.0,140.0,692.0,,https://pypi.org/project/line_profiler,2017-12-20 02:30:37.000,692.0,172272.0,175035.0,https://anaconda.org/conda-forge/line_profiler,2021-03-18 12:06:33.698,160288.0,3.0,,,,,,,,,,,
116,typeguard,https://github.com/agronholm/typeguard,,Run-time type checker for Python.,debugging,25,True,agronholm/typeguard,https://github.com/agronholm/typeguard,MIT,2015-12-27 23:15:37.000,2021-03-16 19:04:39.000,2021-02-16 19:55:56.000,55.0,110.0,602.0,2021-02-16 20:04:08.000,2.11.1,39.0,16.0,conda-forge/typeguard,typeguard,32.0,232.0,158.0,,https://pypi.org/project/typeguard,2021-02-16 20:04:08.000,158.0,557177.0,558392.0,https://anaconda.org/conda-forge/typeguard,2021-02-17 00:33:38.677,31601.0,3.0,,,,,,,,,,,
117,asv,https://github.com/airspeed-velocity/asv,,Airspeed Velocity: A simple Python benchmarking tool with web-based reporting.,testing,25,True,airspeed-velocity/asv,https://github.com/airspeed-velocity/asv,BSD-3-Clause,2013-11-07 20:43:31.000,2021-02-16 18:17:19.627,2020-12-22 14:28:12.000,121.0,300.0,570.0,2020-05-16 12:35:26.000,0.4.2,16.0,53.0,conda-forge/asv,asv,103.0,1887.0,225.0,137.0,https://pypi.org/project/asv,2020-05-16 12:33:41.000,88.0,6966.0,13888.0,https://anaconda.org/conda-forge/asv,2021-02-16 18:17:19.627,346100.0,3.0,,,,,,,,,,,
118,pytest-watch,https://github.com/joeyespo/pytest-watch,,Local continuous test runner with pytest and watchdog.,testing,25,False,joeyespo/pytest-watch,https://github.com/joeyespo/pytest-watch,MIT,2015-01-12 02:08:20.000,2021-01-29 17:57:16.000,2019-06-15 20:36:43.000,49.0,40.0,553.0,2018-05-20 19:52:16.000,4.2.0,17.0,16.0,conda-forge/pytest-watch,pytest-watch,30.0,183.0,2805.0,2023.0,https://pypi.org/project/pytest-watch,2018-05-20 19:52:16.000,782.0,77618.0,78558.0,https://anaconda.org/conda-forge/pytest-watch,2021-01-18 20:02:36.906,35750.0,3.0,['pytest'],,,,,,,,,,
119,PyHamcrest,https://github.com/hamcrest/PyHamcrest,,Hamcrest matchers for Python.,testing,25,True,hamcrest/PyHamcrest,https://github.com/hamcrest/PyHamcrest,BSD-3-Clause,2010-12-24 02:55:56.000,2021-03-12 17:18:45.000,2021-03-08 10:35:21.000,79.0,47.0,538.0,2020-03-02 14:42:32.000,2.0.2,22.0,34.0,conda-forge/pyhamcrest,pyhamcrest,10.0,,3392.0,,https://pypi.org/project/pyhamcrest,2020-03-02 14:42:32.000,3392.0,660710.0,666518.0,https://anaconda.org/conda-forge/pyhamcrest,2020-03-02 15:36:14.195,336905.0,3.0,,,,,,,,,,,
120,autoflake,https://github.com/myint/autoflake,,Removes unused imports and unused variables as reported by pyflakes.,refactoring,25,True,myint/autoflake,https://github.com/myint/autoflake,MIT,2012-12-27 03:40:17.000,2021-03-05 19:05:51.000,2020-12-27 17:36:40.000,40.0,32.0,362.0,2019-08-04 15:14:24.000,1.3.1,36.0,17.0,conda-forge/autoflake,autoflake,23.0,439.0,2548.0,1968.0,https://pypi.org/project/autoflake,2019-08-04 15:14:24.000,580.0,217077.0,220726.0,https://anaconda.org/conda-forge/autoflake,2019-04-25 16:08:45.978,83942.0,2.0,,,,,,,,,,,
121,sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,,Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a livereload enabled..,documentation,25,True,executablebooks/sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,MIT,2013-12-25 17:09:56.000,2021-03-14 17:15:24.297,2021-03-14 13:43:08.000,47.0,44.0,310.0,2021-03-14 13:46:47.000,2021.3.14,15.0,17.0,conda-forge/sphinx-autobuild,sphinx-autobuild,11.0,,4682.0,,https://pypi.org/project/sphinx-autobuild,2021-03-14 13:46:47.000,4682.0,72671.0,73603.0,https://anaconda.org/conda-forge/sphinx-autobuild,2021-03-14 17:15:24.297,43818.0,2.0,['sphinx'],,,,,,,,,,
122,flake8-import-order,https://github.com/PyCQA/flake8-import-order,,Flake8 plugin that checks import order against various Python Style Guides.,linters,25,True,PyCQA/flake8-import-order,https://github.com/PyCQA/flake8-import-order,LGPL-3.0,2014-03-16 12:46:09.000,2021-03-12 04:22:24.000,2020-08-04 12:21:12.000,61.0,83.0,233.0,2019-03-04 08:39:11.000,0.18.1,34.0,40.0,conda-forge/flake8-import-order,flake8-import-order,11.0,274.0,1892.0,,https://pypi.org/project/flake8-import-order,2019-03-04 08:39:11.000,1892.0,167247.0,170787.0,https://anaconda.org/conda-forge/flake8-import-order,2019-03-06 03:48:48.199,184102.0,2.0,['flake8'],,,,,,,,,,
123,check-manifest,https://github.com/mgedmin/check-manifest,,Tool to check the completeness of MANIFEST.in for Python packages.,linters,25,True,mgedmin/check-manifest,https://github.com/mgedmin/check-manifest,MIT,2013-03-05 15:27:20.000,2021-01-27 10:20:48.000,2021-01-27 10:19:52.000,29.0,70.0,222.0,,,40.0,18.0,conda-forge/check-manifest,check-manifest,14.0,517.0,6359.0,4555.0,https://pypi.org/project/check-manifest,2021-01-04 14:37:14.000,1804.0,96357.0,97204.0,https://anaconda.org/conda-forge/check-manifest,2021-01-04 16:36:49.618,22883.0,2.0,,,,,,,,,,,
124,better-exceptions,https://github.com/Qix-/better-exceptions,,"Pretty and useful exceptions in Python, automatically.",logging,24,True,Qix-/better-exceptions,https://github.com/Qix-/better-exceptions,MIT,2017-03-12 11:23:04.000,2021-01-29 16:48:55.000,2021-01-29 16:48:11.000,192.0,40.0,3888.0,2021-01-29 16:48:55.000,0.3.3,16.0,14.0,,better-exceptions,29.0,97.0,74.0,,https://pypi.org/project/better-exceptions,2021-01-29 16:48:55.000,74.0,18647.0,18647.0,,,,3.0,,,,,,,,,,,
125,notifiers,https://github.com/liiight/notifiers,,The easy way to send notifications.,logging,24,True,liiight/notifiers,https://github.com/liiight/notifiers,MIT,2017-06-01 10:20:18.000,2021-03-01 16:36:45.000,2020-12-30 22:21:45.000,69.0,52.0,1809.0,2019-10-05 13:00:41.000,1.2.1,26.0,14.0,,notifiers,35.0,377.0,119.0,113.0,https://pypi.org/project/notifiers,2019-10-05 13:00:41.000,6.0,143291.0,143291.0,,,,3.0,,,,,,,,,,,
126,uiautomator,https://github.com/xiaocong/uiautomator,,Python wrapper of Android uiautomator test tool.,testing,24,True,xiaocong/uiautomator,https://github.com/xiaocong/uiautomator,MIT,2013-08-18 03:38:50.000,2020-12-29 05:34:09.000,2020-11-16 01:36:32.000,571.0,114.0,1652.0,2020-11-16 03:43:07.000,1.0.2,41.0,13.0,,uiautomator,165.0,316.0,303.0,181.0,https://pypi.org/project/uiautomator,2020-11-16 03:43:07.000,122.0,4066.0,4066.0,,,,3.0,,,,,,,,,,,
127,mamba,https://github.com/mamba-org/mamba,,The Fast Cross-Platform Package Manager.,dependency-managers,24,True,mamba-org/mamba,https://github.com/mamba-org/mamba,BSD-3-Clause,2019-03-05 13:05:10.000,2021-03-18 13:34:09.000,2021-03-17 07:20:37.000,73.0,284.0,1292.0,,,61.0,41.0,conda-forge/mamba,,98.0,1059.0,306.0,306.0,,,,,23676.0,https://anaconda.org/conda-forge/mamba,2021-03-12 13:45:28.524,568237.0,3.0,,,,,,,,,,,
128,stackprinter,https://github.com/cknd/stackprinter,,Debugging-friendly exceptions for Python.,logging,24,True,cknd/stackprinter,https://github.com/cknd/stackprinter,MIT,2018-09-05 10:58:47.000,2021-03-17 13:36:31.000,2021-01-01 18:48:26.000,31.0,13.0,1131.0,2020-10-31 13:10:42.000,0.2.5,14.0,6.0,,stackprinter,9.0,159.0,54.0,50.0,https://pypi.org/project/stackprinter,2020-10-31 13:06:59.000,4.0,28318.0,28318.0,,,,3.0,,,,,,,,,,,
129,pylama,https://github.com/klen/pylama,,Code audit tool for python.,linters,24,False,klen/pylama,https://github.com/klen/pylama,LGPL-3.0,2012-08-17 10:10:10.000,2021-02-03 20:47:36.000,2019-04-10 18:20:19.000,77.0,53.0,768.0,2019-04-10 18:20:47.000,7.7.1,99.0,41.0,,pylama,72.0,689.0,3267.0,2263.0,https://pypi.org/project/pylama,2019-04-10 18:20:47.000,1004.0,53103.0,53103.0,,,,3.0,,,,,,,,,,,
130,pympler,https://github.com/pympler/pympler,,"Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application.",profiling,24,True,pympler/pympler,https://github.com/pympler/pympler,Apache-2.0,2012-10-04 23:35:16.000,2020-12-22 22:15:18.000,2020-10-15 19:16:49.000,67.0,46.0,748.0,2016-03-31 11:48:42.000,0.4.3,15.0,26.0,conda-forge/pympler,pympler,32.0,443.0,478.0,,https://pypi.org/project/pympler,2020-10-14 20:27:50.000,478.0,106684.0,110094.0,https://anaconda.org/conda-forge/pympler,2020-10-14 22:08:39.935,163693.0,3.0,,,,,,,,,,,
131,green,https://github.com/CleanCut/green,,"Green is a clean, colorful, fast python test runner.",testing,24,True,CleanCut/green,https://github.com/CleanCut/green,MIT,2014-04-01 20:08:18.000,2020-12-14 17:20:18.000,2020-12-14 17:20:18.000,73.0,159.0,691.0,2020-11-23 18:43:18.000,3.2.5,139.0,37.0,conda-forge/green,green,12.0,1036.0,922.0,564.0,https://pypi.org/project/green,2020-11-23 18:43:18.000,358.0,5095.0,6752.0,https://anaconda.org/conda-forge/green,2020-11-12 18:09:27.157,69615.0,3.0,,,,,,,,,,,
132,nox,https://github.com/theacodes/nox,,Flexible test automation for Python.,testing,24,True,theacodes/nox,https://github.com/theacodes/nox,Apache-2.0,2016-02-24 04:02:58.000,2021-03-14 22:22:18.000,2021-03-12 03:04:12.000,86.0,164.0,509.0,2021-01-01 01:16:23.000,2020.12.31,18.0,55.0,conda-forge/nox,nox,50.0,,539.0,483.0,https://pypi.org/project/nox,2021-01-01 01:16:23.000,56.0,111665.0,112388.0,https://anaconda.org/conda-forge/nox,2021-01-06 20:13:32.270,20974.0,3.0,['pytest'],,,,,,,,,,
133,Mamba Test Runner,https://github.com/nestorsalceda/mamba,,The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD).,testing,24,True,nestorsalceda/mamba,https://github.com/nestorsalceda/mamba,MIT,2013-03-12 18:53:42.000,2021-02-11 15:40:58.000,2020-11-16 12:31:58.000,61.0,52.0,462.0,2020-11-16 12:36:24.000,0.11.2,21.0,22.0,,mamba,45.0,468.0,220.0,,https://pypi.org/project/mamba,2020-11-16 12:35:41.000,220.0,7590.0,7590.0,,,,3.0,,,,,,,,,,,
134,paver,https://github.com/paver/paver,,Python-based project scripting.,build-tools,24,True,paver/paver,https://github.com/paver/paver,BSD-3-Clause,2010-11-11 09:43:52.000,2020-12-29 19:27:26.000,2020-12-29 19:24:52.000,76.0,90.0,439.0,2017-12-31 01:13:41.000,1.3.4,28.0,44.0,conda-forge/paver,paver,36.0,525.0,1908.0,,https://pypi.org/project/paver,2017-12-31 01:13:41.000,1908.0,27954.0,28348.0,https://anaconda.org/conda-forge/paver,2018-07-24 12:48:36.122,20503.0,3.0,,,,,,,,,,,
135,mypy-protobuf,https://github.com/dropbox/mypy-protobuf,,open source tools to generate mypy stubs from protobufs.,linters,24,True,dropbox/mypy-protobuf,https://github.com/dropbox/mypy-protobuf,Apache-2.0,2017-12-11 21:55:05.000,2021-02-25 22:40:31.000,2021-02-25 22:40:31.000,51.0,58.0,337.0,,,29.0,27.0,,mypy-protobuf,10.0,252.0,224.0,200.0,https://pypi.org/project/mypy-protobuf,2021-02-04 23:42:23.000,24.0,357084.0,357084.0,,,,3.0,,,,,,,,,,,
136,darglint,https://github.com/terrencepreilly/darglint,,A python documentation linter which checks that the docstring description matches the definition.,linters,24,True,terrencepreilly/darglint,https://github.com/terrencepreilly/darglint,MIT,2017-09-25 14:11:21.000,2021-03-04 04:30:43.000,2021-02-22 05:33:05.000,25.0,86.0,285.0,2021-01-30 20:56:42.000,1.6.0,47.0,20.0,conda-forge/darglint,darglint,35.0,474.0,336.0,316.0,https://pypi.org/project/darglint,2021-02-22 05:24:56.000,20.0,56680.0,57186.0,https://anaconda.org/conda-forge/darglint,2021-02-22 07:20:19.625,9124.0,3.0,,,,,,,,,,,
137,py2exe,https://github.com/py2exe/py2exe,,A distutils extension to create standalone Windows programs from Python code.,packaging,24,True,py2exe/py2exe,https://github.com/py2exe/py2exe,MIT,2019-03-11 13:16:35.000,2021-03-14 10:54:05.000,2021-03-13 14:41:37.000,31.0,59.0,188.0,2021-03-13 15:09:17.000,0.10.3.0,8.0,13.0,,py2exe,6.0,945.0,1400.0,1054.0,https://pypi.org/project/py2exe,2021-03-13 15:14:28.000,346.0,15493.0,15834.0,,,,2.0,,8200.0,,,,,,,,,
138,flake8-quotes,https://github.com/zheller/flake8-quotes,,Flake8 extension for checking quotes in python.,linters,24,True,zheller/flake8-quotes,https://github.com/zheller/flake8-quotes,MIT,2014-03-10 00:05:08.000,2020-06-06 07:55:44.000,2020-05-12 23:46:18.000,32.0,39.0,123.0,2020-05-12 23:46:28.000,3.2.0,37.0,28.0,conda-forge/flake8-quotes,flake8-quotes,3.0,99.0,4277.0,2873.0,https://pypi.org/project/flake8-quotes,2020-05-12 23:46:28.000,1404.0,208350.0,211350.0,https://anaconda.org/conda-forge/flake8-quotes,2020-05-13 00:39:59.431,162026.0,3.0,['flake8'],,,,,,,,,,
139,flake8-isort,https://github.com/gforcada/flake8-isort,,flake8 plugin that integrates isort.,linters,24,True,gforcada/flake8-isort,https://github.com/gforcada/flake8-isort,GPL-2.0,2015-09-12 19:25:34.000,2021-02-05 16:31:25.000,2020-08-11 08:04:26.000,34.0,37.0,104.0,2020-08-11 08:04:21.000,4.0.0,31.0,28.0,conda-forge/flake8-isort,flake8-isort,7.0,257.0,3502.0,2574.0,https://pypi.org/project/flake8-isort,2020-08-11 08:04:21.000,928.0,151198.0,151813.0,https://anaconda.org/conda-forge/flake8-isort,2020-08-11 09:43:27.627,10469.0,3.0,['flake8'],,,,,,,,,,
140,gdbgui,https://github.com/cs01/gdbgui,,"Browser-based frontend to gdb (gnu debugger). Add breakpoints, view the stack, visualize data structures, and more in..",debugging,23,True,cs01/gdbgui,https://github.com/cs01/gdbgui,GPL-3.0,2016-10-27 03:19:25.000,2021-03-09 00:54:17.000,2020-12-21 02:51:39.000,457.0,154.0,7851.0,2020-12-21 03:07:33.000,0.14.0.2,90.0,35.0,,gdbgui,111.0,420.0,74.0,72.0,https://pypi.org/project/gdbgui,2020-12-21 02:53:00.000,2.0,7413.0,7766.0,,,,3.0,,2827.0,,,,,,,,,
141,Scalene,https://github.com/plasma-umass/scalene,,"Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python.",profiling,23,True,emeryberger/scalene,https://github.com/plasma-umass/scalene,Apache-2.0,2019-12-17 20:56:28.000,2021-03-17 20:58:09.000,2021-03-17 20:58:09.000,136.0,61.0,3817.0,2021-03-10 22:44:06.000,1.3.0,94.0,18.0,,scalene,22.0,1145.0,33.0,33.0,https://pypi.org/project/scalene,2021-03-10 22:44:06.000,0.0,1375.0,1375.0,,,,3.0,,,,plasma-umass/scalene,,,,,,,
142,vprof,https://github.com/nvdv/vprof,,Visual profiler for Python.,profiling,23,True,nvdv/vprof,https://github.com/nvdv/vprof,BSD-2-Clause,2015-06-29 03:59:39.000,2021-02-20 07:50:28.000,2021-02-20 07:47:40.000,165.0,56.0,3726.0,2018-06-24 14:16:36.000,0.37.6,24.0,17.0,,vprof,23.0,619.0,89.0,71.0,https://pypi.org/project/vprof,2020-02-29 13:31:59.000,18.0,1740.0,1740.0,,,,3.0,,,,,,,,,,,
143,rebound,https://github.com/shobrook/rebound,,Command-line tool that instantly fetches Stack Overflow results when an exception is thrown.,logging,23,True,shobrook/rebound,https://github.com/shobrook/rebound,MIT,2017-05-29 17:11:25.872,2021-02-12 20:08:59.862,2021-01-04 03:14:37.000,327.0,38.0,3499.0,2021-02-12 16:01:26.000,3.16.0,164.0,16.0,conda-forge/rebound,rebound,20.0,166.0,32.0,18.0,https://pypi.org/project/rebound,2021-02-12 16:01:26.000,14.0,687.0,2992.0,https://anaconda.org/conda-forge/rebound,2021-02-12 20:08:59.862,105862.0,3.0,,160.0,,,,,,,,,
144,pipx,https://github.com/pipxproject/pipx,,Install and Run Python Applications in Isolated Environments.,dependency-managers,23,True,pipxproject/pipx,https://github.com/pipxproject/pipx,MIT,2018-10-06 18:47:46.000,2021-03-18 01:11:15.000,2021-03-18 01:11:15.000,150.0,295.0,3317.0,2021-02-26 02:43:19.000,0.16.1.0,41.0,53.0,,pipx,67.0,426.0,4.0,,https://pypi.org/project/pipx,2021-01-16 08:17:57.000,4.0,20947.0,20947.0,,,,3.0,,,,,,,,,,,
145,MonkeyType,https://github.com/Instagram/MonkeyType,,A system for Python that generates static type annotations by collecting runtime types.,refactoring,23,True,Instagram/MonkeyType,https://github.com/Instagram/MonkeyType,BSD-3-Clause,2017-07-11 00:19:00.000,2021-03-08 18:14:34.000,2021-03-08 18:14:34.000,122.0,102.0,3301.0,2020-05-18 19:40:30.000,20.5.0,20.0,36.0,conda-forge/monkeytype,monkeytype,31.0,270.0,148.0,114.0,https://pypi.org/project/monkeytype,2020-05-18 19:40:30.000,34.0,7038.0,7810.0,https://anaconda.org/conda-forge/monkeytype,2020-05-19 00:57:07.937,29342.0,2.0,,,,,,,,,,,
146,alive-progress,https://github.com/rsalmei/alive-progress,,"A new kind of Progress Bar, with real time throughput, eta and very cool animations!.",logging,23,True,rsalmei/alive-progress,https://github.com/rsalmei/alive-progress,MIT,2019-08-05 05:54:30.000,2021-03-04 02:57:46.000,2021-01-08 01:36:09.000,72.0,41.0,2075.0,2021-01-08 01:37:28.000,1.6.2,19.0,1.0,conda-forge/alive-progress,alive-progress,17.0,246.0,245.0,245.0,https://pypi.org/project/alive-progress,2021-01-08 01:37:28.000,0.0,5607.0,6081.0,https://anaconda.org/conda-forge/alive-progress,2021-01-08 03:33:35.990,6165.0,3.0,,,,,,,,,,,
147,pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,,Testinfra test your infrastructures.,testing,23,True,pytest-dev/pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,Apache-2.0,2015-03-15 20:49:52.000,2021-03-15 14:56:55.000,2021-03-15 14:56:54.000,266.0,194.0,1861.0,2020-11-12 20:35:38.000,6.1.0,3.0,102.0,,pytest-testinfra,107.0,655.0,0.0,,https://pypi.org/project/pytest-testinfra,2020-11-12 20:35:38.000,0.0,45710.0,45710.0,,,,3.0,['pytest'],,,,,,,,,,
148,Bowler,https://github.com/facebookincubator/Bowler,,Safe code refactoring for modern Python.,refactoring,23,True,facebookincubator/Bowler,https://github.com/facebookincubator/Bowler,MIT,2018-06-07 21:44:17.000,2021-03-01 11:41:45.000,2021-02-21 23:09:11.000,85.0,34.0,1269.0,2020-09-17 01:55:39.000,0.9.0,8.0,26.0,conda-forge/bowler,bowler,46.0,182.0,10.0,,https://pypi.org/project/bowler,2020-09-17 01:55:39.000,10.0,29685.0,30005.0,https://anaconda.org/conda-forge/bowler,2019-06-12 18:37:14.246,8964.0,2.0,,,,,,,,,,,
149,pyarmor,https://github.com/dashingsoft/pyarmor,,"A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.",security,23,False,dashingsoft/pyarmor,https://github.com/dashingsoft/pyarmor,SGI-B-2.0,2017-08-26 04:11:53.000,2021-03-14 21:45:13.000,2021-03-14 21:45:07.000,118.0,462.0,886.0,2021-02-28 23:41:29.000,6.6.2,218.0,14.0,,pyarmor,14.0,3068.0,177.0,167.0,https://pypi.org/project/pyarmor,2021-02-01 05:33:37.000,10.0,20707.0,20707.0,,,,3.0,,18.0,,,,,,,,,
150,pdoc,https://github.com/mitmproxy/pdoc,,API Documentation for Python Projects.,documentation,23,True,mitmproxy/pdoc,https://github.com/mitmproxy/pdoc,Unlicense,2013-08-04 21:12:50.000,2021-03-17 18:32:28.000,2021-03-17 18:32:28.000,100.0,144.0,853.0,2021-03-10 16:59:08.000,6.4.0,54.0,27.0,,pdoc,3.0,,580.0,292.0,https://pypi.org/project/pdoc,2021-03-10 16:59:08.000,288.0,11038.0,11038.0,,,,3.0,,,,,,,,,,,
151,redbaron,https://github.com/PyCQA/redbaron,,Bottom-up approach to refactoring in python.,refactoring,23,False,pycqa/redbaron,https://github.com/PyCQA/redbaron,LGPL-3.0+,2014-03-23 05:34:39.000,2020-12-13 18:51:56.000,2019-08-11 17:42:44.000,66.0,46.0,573.0,2019-03-17 19:03:54.000,0.9.2,15.0,34.0,,redbaron,59.0,1669.0,430.0,258.0,https://pypi.org/project/redbaron,2019-03-17 18:59:01.000,172.0,12139.0,12139.0,,,,2.0,,,,,,,,,,,
152,pytest-randomly,https://github.com/pytest-dev/pytest-randomly,,Pytest plugin to randomly order tests and control random.seed.,testing,23,True,pytest-dev/pytest-randomly,https://github.com/pytest-dev/pytest-randomly,MIT,2016-04-08 15:48:10.000,2021-03-15 18:41:30.000,2021-03-15 18:41:30.000,21.0,29.0,284.0,2020-11-16 10:02:15.000,3.5.0,20.0,15.0,,pytest-randomly,7.0,,214.0,,https://pypi.org/project/pytest-randomly,2020-11-16 10:02:15.000,214.0,256522.0,256522.0,,,,3.0,,,,,,,,,,,
153,baron,https://github.com/PyCQA/baron,,"IDE allow you to refactor code, Baron allows you to write refactoring code.",refactoring,23,False,PyCQA/baron,https://github.com/PyCQA/baron,LGPL-3.0,2013-03-21 12:19:00.000,2021-01-31 10:24:10.000,2020-02-10 02:47:14.000,50.0,29.0,254.0,2019-02-25 23:55:38.000,0.8,19.0,31.0,,baron,46.0,1489.0,253.0,141.0,https://pypi.org/project/baron,2019-02-01 15:17:04.000,112.0,12161.0,12161.0,,,,2.0,,,,,,,,,,,
154,docformatter,https://github.com/myint/docformatter,,Formats docstrings to follow PEP 257.,formatters,23,True,myint/docformatter,https://github.com/myint/docformatter,MIT,2012-05-26 21:40:48.000,2021-02-24 19:10:00.000,2020-12-27 18:10:35.000,28.0,22.0,203.0,2019-11-10 16:23:03.000,1.3.1,48.0,15.0,,docformatter,26.0,441.0,631.0,521.0,https://pypi.org/project/docformatter,2020-12-27 18:11:12.000,110.0,28301.0,28301.0,,,,3.0,,,,,,,,,,,
155,flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,,Flake8 plugin to find commented out or dead code.,linters,23,True,wemake-services/flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,MIT,2018-09-21 06:58:51.000,2021-03-15 02:14:37.000,2021-03-15 02:14:37.000,6.0,24.0,183.0,2020-10-12 08:27:22.000,1.0.0,10.0,9.0,,flake8-eradicate,2.0,279.0,72.0,,https://pypi.org/project/flake8-eradicate,2020-10-12 08:26:40.000,72.0,76032.0,76032.0,,,,3.0,['flake8'],,,,,,,,,,
156,flake8-commas,https://github.com/PyCQA/flake8-commas,,Flake8 extension for enforcing trailing commas in python.,linters,23,False,PyCQA/flake8-commas,https://github.com/PyCQA/flake8-commas,MIT,2015-12-16 09:25:13.000,2021-02-14 21:22:27.000,2019-06-17 12:14:38.000,19.0,25.0,120.0,2018-03-19 16:49:31.000,2.0.0,19.0,9.0,,flake8-commas,5.0,165.0,1885.0,1335.0,https://pypi.org/project/flake8-commas,2018-03-19 16:49:31.000,550.0,122486.0,122486.0,,,,3.0,['flake8'],,,,,,,,,,
157,py2app,https://github.com/ronaldoussoren/py2app,,py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins..,packaging,23,True,ronaldoussoren/py2app,https://github.com/ronaldoussoren/py2app,MIT,2020-01-14 11:27:41.000,2021-01-23 10:48:57.000,2021-01-23 10:47:31.000,6.0,193.0,117.0,2020-09-16 09:18:09.000,0.22,38.0,24.0,,py2app,139.0,595.0,5217.0,3575.0,https://pypi.org/project/py2app,2021-01-02 09:31:59.000,1642.0,8811.0,8811.0,,,,2.0,,,,,,,,,,,
158,asteval,https://github.com/newville/asteval,,minimalistic evaluator of python expression using ast module.,ast,23,True,newville/asteval,https://github.com/newville/asteval,MIT,2012-03-31 22:10:33.000,2021-02-27 14:24:12.922,2021-02-26 19:39:34.000,27.0,42.0,116.0,2021-02-26 19:45:01.000,0.9.23,23.0,16.0,conda-forge/asteval,asteval,4.0,381.0,740.0,502.0,https://pypi.org/project/asteval,2021-02-26 19:45:01.000,238.0,46728.0,48929.0,https://anaconda.org/conda-forge/asteval,2021-02-27 14:24:12.922,116669.0,3.0,,,,,,,,,,,
159,xdoctest,https://github.com/Erotemic/xdoctest,,A rewrite of Python's builtin doctest module (with pytest plugin integration) but without all the weirdness.,testing,23,True,Erotemic/xdoctest,https://github.com/Erotemic/xdoctest,Apache-2.0,2017-09-24 01:59:02.000,2021-02-19 04:28:57.000,2021-02-19 04:28:57.000,5.0,16.0,89.0,2021-01-29 16:18:48.000,0.15.4,56.0,5.0,,xdoctest,16.0,585.0,865.0,813.0,https://pypi.org/project/xdoctest,2021-01-29 16:18:48.000,52.0,21498.0,21498.0,,,,3.0,,,,,,,,,,,conda-forge/xdoctest
160,Bpytop,https://github.com/aristocratos/bpytop,,Linux/OSX/FreeBSD resource monitor.,profiling,22,True,aristocratos/bpytop,https://github.com/aristocratos/bpytop,Apache-2.0,2020-07-01 17:41:25.000,2021-03-15 13:42:54.000,2021-02-21 13:51:39.000,218.0,179.0,5917.0,2021-02-21 13:51:43.000,1.0.63,48.0,27.0,,bpytop,36.0,368.0,,,https://pypi.org/project/bpytop,2021-02-21 13:51:43.000,,5641.0,5641.0,,,,3.0,,,,,,,,,,,
161,icecream,https://github.com/gruns/icecream,,Never use print() to debug again.,debugging,22,True,gruns/icecream,https://github.com/gruns/icecream,MIT,2018-02-13 18:56:12.000,2021-03-10 20:39:27.000,2021-03-10 20:39:24.000,57.0,32.0,2364.0,2021-01-27 01:30:01.000,2.1.0,14.0,11.0,,icecream,13.0,185.0,6.0,,https://pypi.org/project/icecream,2021-01-27 01:30:01.000,6.0,11757.0,11757.0,,,,3.0,,,,,,,,,,,
162,dephell,https://github.com/dephell/dephell,,"Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build..",dependency-managers,22,True,dephell/dephell,https://github.com/dephell/dephell,MIT,2018-08-31 17:39:18.000,2021-01-11 21:31:40.000,2021-01-11 21:31:39.000,96.0,161.0,1683.0,2020-04-28 06:31:17.000,.0.8.3,30.0,37.0,,dephell,100.0,2145.0,8.0,,https://pypi.org/project/dephell,2020-04-28 06:29:24.000,8.0,9680.0,9685.0,,,,3.0,,123.0,,,,,,,,,
163,sixpack,https://github.com/sixpack/sixpack,,Sixpack is a language-agnostic a/b-testing framework.,testing,22,True,sixpack/sixpack,https://github.com/sixpack/sixpack,BSD-2-Clause,2012-11-15 00:01:06.000,2021-01-21 06:05:38.000,2020-08-26 00:32:16.000,185.0,125.0,1678.0,2017-11-22 14:27:35.000,2.7.0,37.0,56.0,,sixpack,88.0,828.0,12.0,8.0,https://pypi.org/project/sixpack,2017-11-22 14:27:35.000,4.0,154.0,154.0,,,,3.0,,,,,,,,,,,
164,pyupgrade,https://github.com/asottile/pyupgrade,,A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language.,refactoring,22,True,asottile/pyupgrade,https://github.com/asottile/pyupgrade,MIT,2017-02-28 17:50:31.000,2021-03-18 13:42:14.000,2021-03-16 04:15:21.000,58.0,150.0,882.0,2021-02-08 00:10:45.000,2.10.0,85.0,14.0,conda-forge/pyupgrade,pyupgrade,21.0,609.0,10.0,,https://pypi.org/project/pyupgrade,2021-02-08 00:10:45.000,10.0,38607.0,45330.0,https://anaconda.org/conda-forge/pyupgrade,2021-03-16 07:04:48.838,174818.0,3.0,,,,,,,,,,,
165,pynsist,https://github.com/takluyver/pynsist,,Build Windows installers for Python applications.,packaging,22,True,takluyver/pynsist,https://github.com/takluyver/pynsist,MIT,2014-03-30 19:11:21.000,2021-02-09 10:21:43.000,2020-12-11 22:53:20.000,95.0,124.0,681.0,2020-07-03 08:11:24.000,2.5.1,20.0,26.0,,pynsist,23.0,532.0,88.0,,https://pypi.org/project/pynsist,2020-11-05 21:10:48.000,88.0,1334.0,1334.0,,,,3.0,,,,,,,,,,,
166,cx_Freeze,https://github.com/marcelotduarte/cx_Freeze,,"Create standalone executables from Python scripts, with the same performance and is cross-platform.",packaging,22,True,marcelotduarte/cx_Freeze,https://github.com/marcelotduarte/cx_Freeze,PSF-2.0,2017-01-22 04:25:52.000,2021-03-18 07:33:31.000,2021-03-18 07:32:47.000,143.0,544.0,669.0,2021-01-24 10:58:47.000,6.5.3,15.0,88.0,conda-forge/cx_freeze,cx_freeze,73.0,,153.0,,https://pypi.org/project/cx_freeze,2017-12-16 18:09:35.000,153.0,16516.0,18614.0,https://anaconda.org/conda-forge/cx_freeze,2021-02-21 18:55:46.284,54565.0,3.0,,,,,,,,,,,
167,python-hunter,https://github.com/ionelmc/python-hunter,,Hunter is a flexible code tracing toolkit.,debugging,22,True,ionelmc/python-hunter,https://github.com/ionelmc/python-hunter,BSD-2-Clause,2015-03-16 18:03:16.000,2021-03-18 12:42:46.000,2021-03-18 12:42:40.000,27.0,46.0,599.0,2020-10-24 15:25:27.000,3.3.1,41.0,7.0,,hunter,34.0,906.0,90.0,56.0,https://pypi.org/project/hunter,2020-10-24 15:25:27.000,34.0,5042.0,5042.0,,,,3.0,,,,,,,,,,,
168,pytest-testmon,https://github.com/tarpas/pytest-testmon,,Selects tests affected by changed files. Continous test runner when used with pytest-watch.,testing,22,True,tarpas/pytest-testmon,https://github.com/tarpas/pytest-testmon,AGPL-3.0,2015-02-02 14:21:10.000,2021-02-19 17:41:01.000,2021-02-16 10:23:24.000,28.0,71.0,470.0,2020-08-05 15:08:20.000,1.0.3,33.0,16.0,conda-forge/pytest-testmon,pytest-testmon,33.0,272.0,367.0,269.0,https://pypi.org/project/pytest-testmon,2020-08-05 14:56:03.000,98.0,25655.0,26408.0,https://anaconda.org/conda-forge/pytest-testmon,2019-08-03 00:17:17.063,27883.0,3.0,['pytest'],,,,,,,,,,
169,flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,,A flake8 plugin to help you write better list/set/dict comprehensions.,linters,22,True,adamchainz/flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,MIT,2016-04-05 12:15:56.000,2021-03-18 11:33:49.000,2021-03-18 11:33:25.000,13.0,30.0,252.0,2021-03-18 11:33:43.000,3.4.0,26.0,10.0,conda-forge/flake8-comprehensions,flake8-comprehensions,7.0,,714.0,,https://pypi.org/project/flake8-comprehensions,2021-03-18 11:33:43.000,714.0,204244.0,209799.0,https://anaconda.org/conda-forge/flake8-comprehensions,2020-12-20 00:33:24.687,288900.0,3.0,['flake8'],,,,,,,,,,
170,interrogate,https://github.com/econchick/interrogate,,Explain yourself! Interrogate a codebase for docstring coverage.,documentation,22,True,econchick/interrogate,https://github.com/econchick/interrogate,MIT,2020-04-24 02:33:25.000,2021-03-15 07:06:13.000,2020-11-03 22:08:37.000,17.0,16.0,245.0,2020-11-03 22:11:18.000,1.3.2,12.0,8.0,,interrogate,11.0,122.0,417.0,417.0,https://pypi.org/project/interrogate,2020-11-03 22:11:18.000,0.0,19590.0,19590.0,,,,3.0,,,,,,,,,,,
171,releases,https://github.com/bitprophet/releases,,A powerful Sphinx changelog-generating extension.,documentation,22,False,bitprophet/releases,https://github.com/bitprophet/releases,BSD-2-Clause,2013-09-16 03:56:37.000,2020-01-30 01:07:19.000,2020-01-26 03:27:03.000,38.0,42.0,154.0,2020-01-11 00:29:49.000,1.6.3,32.0,10.0,,releases,30.0,520.0,1033.0,327.0,https://pypi.org/project/releases,2020-01-11 00:29:49.000,706.0,3993.0,3993.0,,,,3.0,['sphinx'],,,,,,,,,,
172,memory_profiler,https://github.com/fabianp/memory_profiler,,Monitor Memory usage of Python code.,profiling,22,False,fabianp/memory_profiler,https://github.com/fabianp/memory_profiler,BSD-3-Clause,2016-05-26 17:45:08.632,2020-10-20 18:00:58.207,2018-06-28 13:35:12.000,11.0,,60.0,2018-08-16 03:16:49.000,0.54.0,52.0,61.0,conda-forge/memory_profiler,memory_profiler,,500.0,534.0,,https://pypi.org/project/memory_profiler,2018-08-16 03:16:49.000,534.0,122284.0,124164.0,https://anaconda.org/conda-forge/memory_profiler,2020-10-20 18:00:58.207,109052.0,3.0,,,,,,,,,,,
173,pyt,https://github.com/python-security/pyt,,A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications.,security,21,True,python-security/pyt,https://github.com/python-security/pyt,GPL-2.0,2016-10-26 15:34:48.000,2020-12-25 03:47:37.000,2020-03-08 21:43:06.000,224.0,75.0,2028.0,2018-11-01 16:02:57.000,0.42,15.0,22.0,,python-taint,19.0,1576.0,62.0,40.0,https://pypi.org/project/python-taint,2018-11-01 16:02:04.000,22.0,886.0,888.0,,,,3.0,,59.0,,,,,,,,,
174,pyannotate,https://github.com/dropbox/pyannotate,,Auto-generate PEP-484 annotations.,refactoring,21,True,dropbox/pyannotate,https://github.com/dropbox/pyannotate,Apache-2.0,2017-11-13 20:18:08.000,2021-02-06 00:39:39.000,2020-11-10 12:27:42.000,42.0,33.0,1183.0,2019-09-16 15:37:03.000,1.2.0,9.0,15.0,,pyannotate,25.0,93.0,83.0,57.0,https://pypi.org/project/pyannotate,2019-09-16 15:37:03.000,26.0,1671.0,1671.0,,,,3.0,,,,,,,,,,,
175,shiv,https://github.com/linkedin/shiv,,"shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all..",packaging,21,True,linkedin/shiv,https://github.com/linkedin/shiv,BSD-2-Clause,2018-03-13 18:46:23.000,2021-03-15 22:46:50.000,2021-03-15 22:46:50.000,63.0,55.0,1155.0,2020-10-19 03:49:16.000,0.4.0,53.0,30.0,,shiv,26.0,,10.0,,https://pypi.org/project/shiv,2020-10-19 03:49:16.000,10.0,2015.0,2020.0,,,,3.0,,118.0,,,,,,,,,
176,pycco,https://github.com/pycco-docs/pycco,,Literate-style documentation generator.,documentation,21,False,pycco-docs/pycco,https://github.com/pycco-docs/pycco,MIT,2010-06-29 07:02:31.000,2019-12-20 19:59:53.000,2019-12-20 19:59:49.000,129.0,28.0,739.0,2018-07-25 01:42:48.000,0.6.0,11.0,36.0,,pycco,26.0,222.0,435.0,211.0,https://pypi.org/project/pycco,2018-07-25 01:42:48.000,224.0,833.0,833.0,,,,3.0,,,,,,,,,,,
177,data-science-types,https://github.com/predictive-analytics-lab/data-science-types,,"Mypy stubs, i.e., type information, for numpy, pandas and matplotlib.",linters,21,True,predictive-analytics-lab/data-science-types,https://github.com/predictive-analytics-lab/data-science-types,Apache-2.0,2019-09-20 11:45:49.000,2021-02-16 17:29:01.000,2021-02-16 17:29:00.000,59.0,23.0,180.0,2021-02-16 16:47:31.000,0.2.23,26.0,44.0,,data-science-types,39.0,446.0,0.0,,https://pypi.org/project/data-science-types,2021-02-16 16:45:03.000,0.0,9251.0,9251.0,,,,3.0,,,,,,,,,,,
178,dodgy,https://github.com/landscapeio/dodgy,,Looks at Python code to search for things which look dodgy such as passwords or diffs.,security,21,False,landscapeio/dodgy,https://github.com/landscapeio/dodgy,MIT,2013-12-25 12:22:20.000,2020-09-30 08:09:38.000,2019-12-31 16:45:20.000,15.0,2.0,88.0,2019-12-31 16:44:58.000,0.2.1,10.0,11.0,conda-forge/dodgy,dodgy,8.0,64.0,1794.0,1270.0,https://pypi.org/project/dodgy,2019-12-31 16:44:58.000,524.0,68922.0,69322.0,https://anaconda.org/conda-forge/dodgy,2020-06-10 17:10:06.579,22003.0,3.0,,,,,,,,,,,
179,flake8-builtins,https://github.com/gforcada/flake8-builtins,,Check for python builtins being used as variables or parameters.,linters,21,True,gforcada/flake8-builtins,https://github.com/gforcada/flake8-builtins,GPL-2.0,2016-03-02 00:26:51.000,2020-10-26 15:39:53.000,2020-08-11 08:34:28.000,15.0,30.0,59.0,2020-05-14 10:45:01.000,1.5.3,23.0,13.0,conda-forge/flake8-builtins,flake8-builtins,2.0,209.0,2225.0,1713.0,https://pypi.org/project/flake8-builtins,2020-05-14 10:45:01.000,512.0,142378.0,144445.0,https://anaconda.org/conda-forge/flake8-builtins,2020-05-18 15:22:26.836,107513.0,3.0,['flake8'],,,,,,,,,,
180,pylint-flask,https://github.com/jschaf/pylint-flask,,A Pylint plugin to analyze Flask applications.,linters,21,True,jschaf/pylint-flask,https://github.com/jschaf/pylint-flask,GPL-2.0,2015-06-27 20:11:12.000,2021-03-10 19:35:23.000,2021-03-10 19:35:23.000,9.0,5.0,56.0,,,5.0,7.0,conda-forge/pylint-flask,pylint-flask,4.0,40.0,5316.0,4610.0,https://pypi.org/project/pylint-flask,2019-01-30 19:26:02.000,706.0,72879.0,73708.0,https://anaconda.org/conda-forge/pylint-flask,2019-02-02 18:28:49.934,45617.0,3.0,['pylint'],,,,,,,,,,
181,Profiling,https://github.com/what-studio/profiling,,Was an interactive continuous Python profiler.,profiling,20,True,what-studio/profiling,https://github.com/what-studio/profiling,BSD-3-Clause,2014-09-03 10:35:57.000,2020-08-24 01:31:58.000,2020-08-24 01:31:58.000,114.0,20.0,2994.0,2017-06-28 06:10:16.000,0.1.3,3.0,18.0,,profiling,15.0,433.0,37.0,32.0,https://pypi.org/project/profiling,2017-06-28 06:10:16.000,5.0,1943.0,1943.0,,,,3.0,,,,,,,,,,,
182,xar,https://github.com/facebookincubator/xar,,executable archive format.,packaging,20,True,facebookincubator/xar,https://github.com/facebookincubator/xar,BSD-3-Clause,2017-06-29 18:15:26.000,2021-03-16 06:01:26.000,2021-03-16 06:01:22.000,45.0,21.0,1434.0,2020-12-02 20:41:20.000,20.12.2,3.0,21.0,,xar,8.0,59.0,13.0,13.0,https://pypi.org/project/xar,2020-12-02 20:41:20.000,,100.0,100.0,,,,3.0,,,,,,,,,,,
183,Birdseye,https://github.com/alexmojaki/birdseye,,Graphical Python debugger which lets you easily view the values of all evaluated expressions.,debugging,20,True,alexmojaki/birdseye,https://github.com/alexmojaki/birdseye,MIT,2017-07-22 18:49:20.000,2021-02-22 10:35:06.000,2021-02-22 10:35:06.000,70.0,26.0,1373.0,2020-08-25 21:49:38.000,0.8.4,35.0,9.0,,birdseye,20.0,382.0,35.0,35.0,https://pypi.org/project/birdseye,2020-08-25 21:49:38.000,,600.0,600.0,,,,3.0,,,,,,,,,,,
184,portray,https://github.com/timothycrosley/portray,,Your Project with Great Documentation.,documentation,20,True,timothycrosley/portray,https://github.com/timothycrosley/portray,MIT,2019-08-21 05:14:04.000,2021-02-24 07:41:24.000,2021-02-24 07:41:24.000,54.0,28.0,725.0,2021-02-17 06:44:47.000,1.5.2,26.0,15.0,,portray,19.0,218.0,8.0,,https://pypi.org/project/portray,2021-02-17 06:44:47.000,8.0,2638.0,2638.0,,,,3.0,,,,,,,,,,,
185,dlint,https://github.com/dlint-py/dlint,,Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure.,security,20,True,dlint-py/dlint,https://github.com/dlint-py/dlint,BSD-3-Clause,2020-01-08 15:53:36.000,2020-12-08 17:21:33.000,2020-12-08 17:21:32.000,13.0,12.0,315.0,2020-10-30 20:40:39.000,0.11.0,13.0,7.0,,dlint,20.0,201.0,18.0,,https://pypi.org/project/dlint,2020-10-30 20:40:39.000,18.0,10693.0,10693.0,,,,3.0,,,,,,,,,,,
186,mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,,"Automatic documentation from sources, for MkDocs.",documentation,20,True,pawamoy/mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,ISC,2019-12-09 18:09:09.000,2021-03-17 22:13:43.000,2021-03-05 16:24:38.000,33.0,114.0,311.0,2021-01-06 21:43:56.000,0.14.0,35.0,18.0,,mkdocstrings,45.0,403.0,0.0,,https://pypi.org/project/mkdocstrings,2021-02-28 12:08:07.000,0.0,15355.0,15355.0,,,,3.0,['mkdocs'],,,mkdocstrings/mkdocstrings,,,,,,,
187,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 21:49:34.000,2021-03-18 14:00:16.000,2021-03-18 12:43:52.000,15.0,14.0,305.0,2019-01-20 11:58:25.000,1.6.0,20.0,10.0,,manhole,6.0,462.0,131.0,65.0,https://pypi.org/project/manhole,2019-01-20 11:58:25.000,66.0,5123.0,5123.0,,,,3.0,,,,,,,,,,,
188,assertpy,https://github.com/ActivisionGameScience/assertpy,,Simple assertion library for unit testing in python with a fluent API.,testing,20,False,ActivisionGameScience/assertpy,https://github.com/ActivisionGameScience/assertpy,BSD-3-Clause,2017-11-21 01:38:07.332,2020-07-19 15:23:26.710,2019-10-30 17:50:10.000,47.0,,248.0,,,13.0,10.0,conda-forge/assertpy,assertpy,,279.0,124.0,,https://pypi.org/project/assertpy,2020-07-19 14:39:02.000,124.0,36722.0,36982.0,https://anaconda.org/conda-forge/assertpy,2020-07-19 15:23:26.710,10420.0,3.0,,,,,,,,,,,
189,flakehell,https://github.com/life4/flakehell,,"Flake8 wrapper to make it nice, legacy-friendly, configurable.",linters,20,True,life4/flakehell,https://github.com/life4/flakehell,MIT,2019-08-06 11:37:21.000,2021-01-11 21:35:41.000,2021-01-11 21:35:40.000,32.0,,217.0,2021-01-11 18:40:32.000,0.9.0,28.0,15.0,,flakehell,4.0,368.0,0.0,,https://pypi.org/project/flakehell,2021-01-11 18:40:32.000,0.0,12543.0,12546.0,,,,3.0,['flake8'],50.0,,,,,,,,,
190,xenon,https://github.com/rubik/xenon,,Monitoring tool based on radon.,code-metrics,20,True,rubik/xenon,https://github.com/rubik/xenon,MIT,2014-02-14 14:19:20.000,2020-09-16 11:20:09.000,2020-09-16 11:20:01.000,14.0,23.0,183.0,2020-09-16 09:47:41.000,0.7.1,17.0,7.0,conda-forge/xenon,xenon,6.0,100.0,310.0,186.0,https://pypi.org/project/xenon,2020-09-16 09:47:41.000,124.0,22537.0,22789.0,https://anaconda.org/conda-forge/xenon,2019-10-12 20:39:43.883,10358.0,3.0,,,,,,,,,,,
191,pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,,It helps to use fixtures in pytest.mark.parametrize.,testing,20,False,tvorog/pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,MIT,2016-09-29 23:52:48.000,2020-02-01 18:49:47.818,2020-02-01 17:56:35.000,11.0,19.0,179.0,2020-02-01 18:04:00.000,0.6.3,12.0,7.0,conda-forge/pytest-lazy-fixture,pytest-lazy-fixture,12.0,92.0,327.0,265.0,https://pypi.org/project/pytest-lazy-fixture,2020-02-01 18:04:00.000,62.0,51660.0,56636.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2020-02-01 18:49:47.818,233888.0,3.0,['pytest'],,,,,,,,,,
192,mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,,An MkDocs plugin to export content pages as PDF files.,documentation,20,True,zhaoterryy/mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,MIT,2018-02-20 15:06:51.000,2021-01-06 17:14:12.000,2020-07-23 01:35:13.000,27.0,43.0,172.0,2020-07-23 01:35:39.000,0.5.8,22.0,9.0,,mkdocs-pdf-export-plugin,29.0,68.0,117.0,113.0,https://pypi.org/project/mkdocs-pdf-export-plugin,2020-07-23 01:35:04.000,4.0,5279.0,5279.0,,,,3.0,['mkdocs'],,,,,,,,,,
193,add-trailing-comma,https://github.com/asottile/add-trailing-comma,,A tool (and pre-commit hook) to automatically add trailing commas to calls and literals.,refactoring,20,True,asottile/add-trailing-comma,https://github.com/asottile/add-trailing-comma,MIT,2017-07-10 00:55:50.000,2021-03-15 19:15:23.000,2021-03-15 19:15:23.000,11.0,31.0,165.0,2021-01-24 18:14:07.000,2.1.0,30.0,9.0,,add-trailing-comma,1.0,222.0,14.0,,https://pypi.org/project/add-trailing-comma,2021-01-24 18:14:07.000,14.0,3191.0,3191.0,,,,3.0,,,,,,,,,,,
194,eradicate,https://github.com/myint/eradicate,,Removes commented-out code from Python files.,refactoring,20,False,myint/eradicate,https://github.com/myint/eradicate,Saxpath,2012-12-23 04:39:48.000,2020-10-06 12:45:07.000,2020-10-01 09:23:01.000,18.0,13.0,113.0,2020-10-01 09:33:03.000,2.0.0,16.0,7.0,,eradicate,4.0,164.0,156.0,,https://pypi.org/project/eradicate,2020-10-01 09:33:03.000,156.0,88558.0,88558.0,,,,3.0,,,,,,,,,,,
195,flake8-black,https://github.com/peterjc/flake8-black,,flake8 plugin to run black for checking Python coding style.,linters,20,True,peterjc/flake8-black,https://github.com/peterjc/flake8-black,MIT,2019-01-10 14:40:26.000,2020-07-25 16:32:38.063,2020-07-25 16:06:31.000,7.0,13.0,83.0,2020-07-25 16:07:56.000,0.2.1,9.0,4.0,conda-forge/flake8-black,flake8-black,4.0,85.0,663.0,627.0,https://pypi.org/project/flake8-black,2020-07-25 16:07:56.000,36.0,69626.0,73446.0,https://anaconda.org/conda-forge/flake8-black,2020-07-25 16:32:38.063,80228.0,3.0,['flake8'],,,,,,,,,,
196,pyrasite,https://github.com/lmacken/pyrasite,,Inject code into running Python processes.,debugging,19,False,lmacken/pyrasite,https://github.com/lmacken/pyrasite,GPL-3.0,2011-09-10 06:01:20.000,2020-12-24 21:02:34.000,2017-03-13 17:42:17.000,186.0,14.0,2531.0,,,13.0,20.0,,pyrasite,37.0,274.0,34.0,28.0,https://pypi.org/project/pyrasite,2012-05-09 19:11:33.000,6.0,6794.0,6794.0,,,,3.0,,,,,,,,,,,
197,PrettyErrors,https://github.com/onelivesleft/PrettyErrors,,Prettify Python exception output to make it legible.,logging,19,True,onelivesleft/PrettyErrors,https://github.com/onelivesleft/PrettyErrors,MIT,2018-11-15 16:02:27.000,2021-01-05 04:22:45.000,2020-12-27 21:49:39.000,63.0,26.0,2009.0,2020-11-24 01:10:26.000,1.2.19,42.0,4.0,,pretty_errors,2.0,119.0,0.0,,https://pypi.org/project/pretty_errors,2020-11-24 01:10:26.000,0.0,6698.0,6698.0,,,,3.0,,,,,,,,,,,
198,pyflow,https://github.com/David-OConnor/pyflow,,An installation and dependency system for Python.,dependency-managers,19,True,David-OConnor/pyflow,https://github.com/David-OConnor/pyflow,MIT,2019-07-15 09:40:29.000,2021-02-21 11:35:08.000,2021-02-21 11:35:02.000,26.0,40.0,704.0,2020-11-21 15:18:30.000,0.2.9,23.0,21.0,,pyflow,40.0,275.0,,,https://pypi.org/project/pyflow,2020-11-21 15:18:30.000,,77.0,226.0,,,,3.0,,2839.0,,,,,,,,,
199,wily,https://github.com/tonybaloney/wily,,"A Python application for tracking, reporting on timing and complexity in Python code.",code-metrics,19,True,tonybaloney/wily,https://github.com/tonybaloney/wily,Apache-2.0,2018-10-11 22:12:25.000,2021-03-02 01:26:07.000,2021-03-02 01:26:07.000,40.0,48.0,684.0,2020-09-02 06:33:11.000,1.19.0,45.0,15.0,,wily,28.0,688.0,8.0,,https://pypi.org/project/wily,2020-09-02 06:33:11.000,8.0,2734.0,2734.0,,,,3.0,,,,,,,,,,,
200,snoop,https://github.com/alexmojaki/snoop,,"A powerful set of Python debugging tools, based on PySnooper.",debugging,19,True,alexmojaki/snoop,https://github.com/alexmojaki/snoop,MIT,2019-05-13 18:45:35.000,2021-03-15 16:17:55.000,2021-03-13 11:15:10.000,18.0,14.0,467.0,2020-08-25 21:31:27.000,0.2.5,9.0,19.0,,snoop,12.0,382.0,37.0,29.0,https://pypi.org/project/snoop,2020-08-25 21:31:27.000,8.0,7906.0,7906.0,,,,3.0,,,,,,,,,,,
201,vex,https://github.com/sashahart/vex,,Run a command in the named virtualenv.,virtual-envs,19,False,sashahart/vex,https://github.com/sashahart/vex,MIT,2014-05-09 03:20:02.000,2021-01-19 19:03:16.000,2019-05-10 19:18:48.000,23.0,38.0,369.0,2019-05-10 19:21:38.000,0.0.19,18.0,3.0,,vex,2.0,200.0,36.0,20.0,https://pypi.org/project/vex,2019-05-10 19:21:38.000,16.0,467.0,467.0,,,,3.0,,,,,,,,,,,
202,constructor,https://github.com/conda/constructor,,tool for creating installers from conda packages.,packaging,19,True,conda/constructor,https://github.com/conda/constructor,BSD-3-Clause,2016-02-12 06:52:50.000,2021-03-12 18:52:04.000,2021-03-12 18:49:20.000,119.0,192.0,297.0,2020-11-15 09:12:52.000,3.2.0,35.0,44.0,constructor,,34.0,939.0,9.0,9.0,,,,,69.0,https://anaconda.org/anaconda/constructor,2020-08-22 09:13:31.665,3593.0,3.0,,219.0,,,,,,,,,
203,pytest-docker,https://github.com/avast/pytest-docker,,Docker-based integration tests.,testing,19,True,avast/pytest-docker,https://github.com/avast/pytest-docker,MIT,2017-03-07 04:51:13.000,2020-11-12 15:11:07.000,2020-09-22 09:13:51.000,32.0,13.0,193.0,2020-09-22 09:28:03.000,0.10.1,13.0,9.0,,pytest-docker,16.0,56.0,28.0,,https://pypi.org/project/pytest-docker,2020-09-22 09:28:03.000,28.0,8326.0,8330.0,,,,3.0,['pytest'],66.0,,,,,,,,,
204,blacken-docs,https://github.com/asottile/blacken-docs,,Run `black` on python code blocks in documentation files.,documentation,19,True,asottile/blacken-docs,https://github.com/asottile/blacken-docs,MIT,2018-06-03 02:48:01.000,2021-03-15 19:18:35.000,2021-03-15 19:18:35.000,17.0,24.0,184.0,2021-03-02 02:05:09.000,1.10.0,19.0,12.0,conda-forge/blacken-docs,blacken-docs,3.0,140.0,22.0,,https://pypi.org/project/blacken-docs,2021-03-02 02:05:09.000,22.0,2030.0,3867.0,https://anaconda.org/conda-forge/blacken-docs,2021-03-02 04:02:19.005,14697.0,3.0,,,,,,,,,,,
205,mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,,An MkDocs plugin that simplifies configuring page titles and their order.,documentation,19,True,lukasgeiter/mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,MIT,2018-02-06 21:09:24.000,2020-12-22 01:59:58.000,2020-12-22 01:43:41.000,17.0,32.0,136.0,2020-12-22 02:04:30.000,2.5.0,16.0,2.0,,mkdocs-awesome-pages-plugin,4.0,53.0,391.0,301.0,https://pypi.org/project/mkdocs-awesome-pages-plugin,2020-12-22 01:59:58.000,90.0,11581.0,11581.0,,,,3.0,['mkdocs'],,,,,,,,,,
206,pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,,pytest plugin for manipulating test data directories and files.,testing,19,False,gabrielcnr/pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,MIT,2015-07-02 21:41:44.000,2020-11-22 23:34:25.000,2019-10-22 13:19:39.000,17.0,11.0,135.0,2019-10-22 13:04:22.000,1.3.1,9.0,7.0,conda-forge/pytest-datadir,pytest-datadir,3.0,71.0,384.0,306.0,https://pypi.org/project/pytest-datadir,2019-10-22 13:04:22.000,78.0,44093.0,45368.0,https://anaconda.org/conda-forge/pytest-datadir,2019-10-23 16:32:51.374,67624.0,3.0,['pytest'],,,,,,,,,,
207,flake8-mypy,https://github.com/ambv/flake8-mypy,,A plugin for flake8 integrating Mypy.,linters,19,True,ambv/flake8-mypy,https://github.com/ambv/flake8-mypy,MIT,2017-02-26 02:27:33.000,2020-06-19 16:51:36.000,2020-06-19 16:51:00.000,15.0,3.0,106.0,2017-08-31 23:17:01.000,17.8.0,6.0,8.0,,flake8-mypy,19.0,50.0,842.0,644.0,https://pypi.org/project/flake8-mypy,2017-08-31 23:17:01.000,198.0,21085.0,21085.0,,,,3.0,['flake8'],,,,,,,,,,
208,flake8-bandit,https://github.com/tylerwince/flake8-bandit,,Automated security testing using bandit and flake8.,linters,19,True,tylerwince/flake8-bandit,https://github.com/tylerwince/flake8-bandit,MIT,2017-10-28 23:19:09.000,2020-12-29 20:50:06.000,2020-08-29 05:51:08.000,14.0,7.0,57.0,2019-10-08 03:58:31.000,2.1.2,11.0,5.0,,flake8-bandit,3.0,44.0,156.0,,https://pypi.org/project/flake8-bandit,2019-10-08 03:58:31.000,156.0,71964.0,71964.0,,,,3.0,['flake8'],,,,,,,,,,
209,unify,https://github.com/myint/unify,,Modifies strings to all use the same quote where possible.,refactoring,19,False,myint/unify,https://github.com/myint/unify,MIT,2013-03-24 18:02:19.000,2020-11-05 16:46:00.000,2019-08-07 13:44:00.000,11.0,3.0,53.0,2013-06-22 15:34:37.000,0.1.5,10.0,5.0,,unify,6.0,69.0,263.0,209.0,https://pypi.org/project/unify,2019-08-07 13:46:09.000,54.0,18815.0,18815.0,,,,3.0,,,,,,,,,,,
210,mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,,Generate a single PDF file from MkDocs repository.,documentation,19,False,orzih/mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,MIT,2020-02-23 16:34:46.000,2021-03-01 17:05:29.000,2021-03-01 17:04:59.000,7.0,27.0,39.0,2021-01-11 02:43:17.000,0.8.3,24.0,5.0,,mkdocs-with-pdf,10.0,163.0,13.0,13.0,https://pypi.org/project/mkdocs-with-pdf,2021-01-11 02:26:16.000,,1211.0,1211.0,,,,3.0,['mkdocs'],,,,,,,,,,
211,pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,,a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv).,virtual-envs,18,False,pyenv/pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,MIT,2013-02-18 12:59:17.000,2021-03-11 22:22:37.000,2019-02-13 15:27:07.000,280.0,170.0,4171.0,2019-02-14 00:27:42.000,1.1.5,7.0,41.0,,,125.0,463.0,,,,,,,,,,,3.0,,,,,,,,,,,
212,pyheat,https://github.com/csurfer/pyheat,,pprofile + matplotlib = Python program profiled as an awesome heatmap!.,profiling,18,False,csurfer/pyheat,https://github.com/csurfer/pyheat,MIT,2017-02-04 22:56:02.000,2021-01-08 21:28:29.000,2018-12-06 03:53:03.000,27.0,8.0,491.0,2018-12-06 03:59:34.000,0.0.6,6.0,4.0,,py-heat,3.0,51.0,31.0,26.0,https://pypi.org/project/py-heat,2018-12-06 03:59:34.000,5.0,389.0,389.0,,,,3.0,,,,,,,,,,,
213,Fixit,https://github.com/Instagram/Fixit,,"Fixit is a Python Lint Framework based on LibCST. It comes with useful default lint rules for coding convention,..",linters,18,True,Instagram/Fixit,https://github.com/Instagram/Fixit,MIT,2020-02-20 19:09:01.000,2021-03-15 21:41:07.000,2021-03-04 21:20:22.000,30.0,19.0,217.0,2020-12-11 01:56:10.000,0.1.3,5.0,22.0,,fixit,21.0,147.0,2.0,2.0,https://pypi.org/project/fixit,2020-12-11 01:53:21.000,0.0,686.0,686.0,,,,3.0,,,,,,,,,,,
214,imhotep,https://github.com/justinabrahms/imhotep,,A static-analysis bot for Github.,linters,18,False,justinabrahms/imhotep,https://github.com/justinabrahms/imhotep,MIT,2012-12-17 01:26:32.000,2021-02-28 21:53:35.000,2017-12-09 20:00:47.000,37.0,23.0,214.0,2016-09-18 21:57:32.000,1.1.0,9.0,15.0,,imhotep,23.0,356.0,11.0,7.0,https://pypi.org/project/imhotep,2016-09-18 21:57:32.000,4.0,64.0,64.0,,,,3.0,,,,,,,,,,,
215,pynt,https://github.com/rags/pynt,,A pynt of Python build.,build-tools,18,False,rags/pynt,https://github.com/rags/pynt,MIT,2012-11-17 13:12:49.000,2020-04-13 11:49:33.000,2019-10-04 19:05:46.000,19.0,13.0,150.0,2018-06-24 06:23:48.000,0.8.2,7.0,9.0,,pynt,5.0,128.0,123.0,69.0,https://pypi.org/project/pynt,2018-06-24 06:23:48.000,54.0,7332.0,7332.0,,,,3.0,,,,,,,,,,,
216,unimport,https://github.com/unimport/unimport,,"A linter, formatter for finding and removing unused import statements.",refactoring,18,True,hakancelik96/unimport,https://github.com/unimport/unimport,MIT,2019-09-08 09:49:24.000,2021-03-10 16:35:19.000,2021-03-10 16:35:15.000,16.0,62.0,96.0,2021-03-10 16:31:53.000,0.8.3,29.0,11.0,,unimport,7.0,378.0,5.0,5.0,https://pypi.org/project/unimport,2021-03-10 16:31:53.000,,1151.0,1151.0,,,,3.0,,,,unimport/unimport,,,,,,,
217,sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,,sphinx builder that outputs markdown files.,documentation,18,True,codejamninja/sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,MIT,2018-11-11 00:07:58.000,2020-10-07 04:18:38.000,2020-10-07 04:18:32.000,26.0,16.0,95.0,2019-12-23 17:05:52.000,0.5.4,22.0,16.0,,sphinx-markdown-builder,17.0,99.0,169.0,127.0,https://pypi.org/project/sphinx-markdown-builder,2019-12-23 17:05:52.000,42.0,6753.0,6753.0,,,,3.0,['sphinx'],,,clayrisser/sphinx-markdown-builder,,,,,,,
218,pandas-vet,https://github.com/deppen8/pandas-vet,,A plugin for Flake8 that checks pandas code.,linters,18,True,deppen8/pandas-vet,https://github.com/deppen8/pandas-vet,MIT,2019-02-25 05:19:51.000,2021-03-03 04:44:57.000,2021-03-03 04:44:57.000,14.0,28.0,91.0,2020-02-01 05:12:09.000,0.2.2,6.0,10.0,conda-forge/pandas-vet,pandas-vet,21.0,179.0,34.0,34.0,https://pypi.org/project/pandas-vet,2020-02-01 05:12:09.000,0.0,1709.0,1966.0,https://anaconda.org/conda-forge/pandas-vet,2020-02-01 05:31:32.445,5892.0,3.0,['flake8'],31.0,,,,,,,,,
219,mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,,A tool that allows for versioning sites built with mkdocs.,documentation,18,False,zayd62/mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,MIT,2019-07-20 18:09:56.000,2021-02-11 10:25:52.000,2021-02-11 10:22:58.000,6.0,22.0,38.0,2021-02-11 10:24:35.000,0.4.0,6.0,5.0,,mkdocs-versioning,3.0,132.0,14.0,14.0,https://pypi.org/project/mkdocs-versioning,2021-02-11 10:24:35.000,,1316.0,1316.0,,,,3.0,['mkdocs'],,,,,,,,,,
220,mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,,MkDocs plugin for setting revision date from git per markdown file.,documentation,18,False,zhaoterryy/mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,MIT,2018-12-03 04:29:33.000,2020-10-16 02:02:54.000,2020-10-16 01:58:36.000,5.0,9.0,31.0,2020-10-16 02:02:42.000,0.3.1,8.0,6.0,,mkdocs-git-revision-date-plugin,2.0,24.0,181.0,163.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,2020-10-16 02:02:18.000,18.0,3144.0,3144.0,,,,3.0,['mkdocs'],,,,,,,,,,
221,fake2db,https://github.com/emirozer/fake2db,,create custom test databases that are populated with fake data.,testing,17,False,emirozer/fake2db,https://github.com/emirozer/fake2db,GPL-2.0,2014-02-18 19:14:28.000,2019-11-25 09:19:01.000,2019-11-25 09:19:00.000,111.0,15.0,2056.0,2019-03-09 13:53:12.000,1.0.0,20.0,18.0,,fake2db,6.0,242.0,14.0,13.0,https://pypi.org/project/fake2db,2018-02-09 15:43:23.000,1.0,116.0,116.0,,,,3.0,,,,,,,,,,,
222,bellybutton,https://github.com/hchasestevens/bellybutton,,Custom Python linting through AST expressions.,linters,17,True,hchasestevens/bellybutton,https://github.com/hchasestevens/bellybutton,MIT,2018-02-17 06:31:44.000,2020-11-27 21:20:22.000,2020-11-27 21:18:44.000,7.0,6.0,197.0,2020-11-27 21:20:22.000,0.3.1,11.0,4.0,,bellybutton,7.0,32.0,4.0,4.0,https://pypi.org/project/bellybutton,2020-11-27 21:20:22.000,0.0,2832.0,2832.0,,,,3.0,,,,,,,,,,,
223,nitpick,https://github.com/andreoliwa/nitpick,,Enforce the same settings across multiple language-independent projects.,linters,17,True,andreoliwa/nitpick,https://github.com/andreoliwa/nitpick,MIT,2018-03-23 14:25:24.000,2021-03-18 11:48:21.000,2021-03-18 11:48:20.000,9.0,49.0,134.0,2021-03-16 21:47:14.000,0.26.0,42.0,8.0,,nitpick,29.0,486.0,0.0,,https://pypi.org/project/nitpick,2021-03-16 21:47:11.000,0.0,4215.0,4215.0,,,,3.0,['flake8'],,,,,,,,,,
224,massedit,https://github.com/elmotec/massedit,,Programmatically edit text files with Python. Useful for source to source transformations.,refactoring,17,True,elmotec/massedit,https://github.com/elmotec/massedit,MIT,2012-03-11 16:18:30.000,2020-12-23 02:17:37.000,2020-12-23 02:11:17.000,13.0,5.0,87.0,2020-12-23 02:19:02.000,0.69.1,15.0,6.0,,massedit,3.0,178.0,10.0,,https://pypi.org/project/massedit,2020-12-23 02:12:33.000,10.0,576.0,576.0,,,,3.0,,15.0,,,,,,,,,
225,pyformat,https://github.com/myint/pyformat,,Formats Python code to follow a consistent style.,formatters,17,False,myint/pyformat,https://github.com/myint/pyformat,Saxpath,2013-03-24 21:45:30.000,2019-12-07 19:55:59.000,2019-05-24 17:17:56.000,4.0,3.0,83.0,2014-09-07 13:57:37.000,0.5.7,23.0,3.0,,pyformat,3.0,199.0,94.0,72.0,https://pypi.org/project/pyformat,2017-01-04 02:31:11.000,22.0,4190.0,4190.0,,,,3.0,,,,,,,,,,,
226,yala,https://github.com/cemsbr/yala,,Yet Another Linter Aggregator.,linters,17,False,cemsbr/yala,https://github.com/cemsbr/yala,MIT,2017-06-02 22:45:50.000,2020-10-24 17:27:01.000,2020-10-24 17:26:28.000,4.0,11.0,8.0,2020-10-24 16:03:12.000,3.0.1,27.0,3.0,,yala,1.0,164.0,54.0,36.0,https://pypi.org/project/yala,2020-10-24 16:03:12.000,18.0,338.0,338.0,,,,3.0,"['flake8', 'pylint']",,,,,,,,,,
227,pycycle,https://github.com/bndr/pycycle,,Tool for pinpointing circular imports in Python. Find cyclic imports in any project.,linters,16,False,bndr/pycycle,https://github.com/bndr/pycycle,MIT,2017-01-28 17:22:00.000,2020-06-24 12:43:11.000,2017-02-13 18:07:04.000,11.0,1.0,278.0,2017-02-13 18:07:58.000,0.0.8,8.0,2.0,,pycycle,12.0,26.0,47.0,40.0,https://pypi.org/project/pycycle,2017-02-13 18:07:58.000,7.0,572.0,572.0,,,,3.0,,,,,,,,,,,
228,beartype,https://github.com/beartype/beartype,,Unbearably fast O(1) runtime type-checking in pure Python.,linters,16,True,beartype/beartype,https://github.com/beartype/beartype,MIT,2020-04-03 06:06:22.000,2021-03-08 06:30:16.000,2021-03-08 06:26:22.000,6.0,17.0,177.0,2021-03-04 08:12:16.000,0.6.0,10.0,4.0,conda-forge/beartype,beartype,5.0,,0.0,,https://pypi.org/project/beartype,2021-03-04 08:12:16.000,0.0,2831.0,3135.0,https://anaconda.org/conda-forge/beartype,2021-03-04 11:15:17.162,2736.0,3.0,,,,,,,,,,,
229,pep8ify,https://github.com/spulec/pep8ify,,A library that modifies python source code to conform to pep8.,refactoring,16,False,spulec/pep8ify,https://github.com/spulec/pep8ify,Apache-2.0,2012-06-03 03:31:33.000,2019-03-08 03:06:14.000,2014-10-24 20:36:38.000,13.0,12.0,111.0,2014-10-24 20:36:57.000,0.0.13,13.0,6.0,,pep8ify,6.0,154.0,53.0,34.0,https://pypi.org/project/pep8ify,2014-10-24 20:36:57.000,19.0,31.0,31.0,,,,3.0,,,,,,,,,,,
230,retype,https://github.com/ambv/retype,,Re-apply type annotations from .pyi stubs to your codebase.,refactoring,16,True,ambv/retype,https://github.com/ambv/retype,MIT,2017-03-11 07:54:58.000,2020-10-11 13:24:37.859,2020-10-11 09:52:52.000,14.0,3.0,94.0,2020-10-11 09:46:06.000,20.10.0,8.0,7.0,conda-forge/retype,retype,9.0,92.0,34.0,,https://pypi.org/project/retype,2020-10-11 09:46:06.000,34.0,560.0,881.0,https://anaconda.org/conda-forge/retype,2020-10-11 13:24:37.859,12211.0,3.0,,,,,,,,,,,
231,pytest-play,https://github.com/pytest-dev/pytest-play,,pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files.,testing,16,False,pytest-dev/pytest-play,https://github.com/pytest-dev/pytest-play,Apache-2.0,2017-12-14 09:08:26.000,2019-08-20 15:57:27.000,2019-06-12 11:57:28.000,3.0,24.0,63.0,2019-06-12 11:59:29.000,2.3.1,23.0,3.0,,pytest-play,4.0,382.0,25.0,21.0,https://pypi.org/project/pytest-play,2019-06-12 11:59:29.000,4.0,209.0,209.0,,,,3.0,['pytest'],,,,,,,,,,
232,PyOxidizer,https://github.com/indygreg/PyOxidizer,,A modern Python application packaging and distribution tool.,packaging,15,True,indygreg/PyOxidizer,https://github.com/indygreg/PyOxidizer,MPL-2.0,2018-12-18 23:32:13.000,2021-03-18 03:58:25.000,2021-03-18 03:58:21.000,104.0,118.0,2866.0,2020-04-10 04:16:04.000,0.7.0,3.0,30.0,,,198.0,,,,,,,,,,,,3.0,,,,,,,,,,,
233,dh-virtualenv,https://github.com/spotify/dh-virtualenv,,Python virtualenvs in Debian packages.,virtual-envs,15,True,spotify/dh-virtualenv,https://github.com/spotify/dh-virtualenv,GPL-2.0,2013-10-09 19:03:43.000,2021-03-09 16:58:48.000,2020-12-31 10:35:21.000,157.0,156.0,1433.0,,,,55.0,,,24.0,404.0,,,,,,,,,,,3.0,,,,,,,,,,,
234,tbvaccine,https://github.com/skorokithakis/tbvaccine,,A small utility to pretty-print Python tracebacks.,logging,15,True,skorokithakis/tbvaccine,https://github.com/skorokithakis/tbvaccine,MIT,2016-08-27 17:31:59.000,2020-03-01 19:24:46.000,2020-03-01 19:24:44.000,12.0,13.0,358.0,2018-12-14 18:07:29.000,0.3.1,12.0,12.0,,tbvaccine,7.0,80.0,9.0,9.0,https://pypi.org/project/tbvaccine,2018-12-14 18:07:29.000,,482.0,482.0,,,,3.0,,,,,,,,,,,
235,pip-run,https://github.com/jaraco/pip-run,,pip-run - dynamic dependency loader for Python.,dependency-managers,15,True,jaraco/pip-run,https://github.com/jaraco/pip-run,MIT,2016-01-25 01:59:13.000,2021-02-21 18:35:23.000,2021-02-21 18:29:15.000,10.0,36.0,58.0,2021-02-21 18:35:39.000,8.4.2,20.0,8.0,,pip-run,4.0,,,,https://pypi.org/project/pip-run,2021-02-21 18:35:23.000,,1577.0,1577.0,,,,3.0,,,,,,,,,,,
236,mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,,MkDocs Plugin allowing your visitors to *File Print Save as PDF* the entire site.,documentation,15,False,timvink/mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,MIT,2020-08-15 12:02:33.000,2021-02-22 20:02:30.000,2021-02-22 19:52:47.000,1.0,39.0,14.0,2021-02-22 20:01:45.000,1.1.0,17.0,,,mkdocs-print-site-plugin,4.0,123.0,12.0,12.0,https://pypi.org/project/mkdocs-print-site-plugin,2021-02-22 20:01:45.000,,477.0,477.0,,,,3.0,['mkdocs'],,,,,,,,,,
237,pyenv-installer,https://github.com/pyenv/pyenv-installer,,This tool is used to install `pyenv` and friends.,virtual-envs,14,False,pyenv/pyenv-installer,https://github.com/pyenv/pyenv-installer,MIT,2013-06-01 03:48:07.000,2020-11-24 11:15:49.000,2019-10-12 14:34:36.000,284.0,54.0,2561.0,,,,29.0,,,8.0,130.0,,,,,,,,,,,3.0,,,,,,,,,,,
238,pytest-plugins,https://github.com/man-group/pytest-plugins,,A grab-bag of nifty pytest plugins.,testing,14,True,man-group/pytest-plugins,https://github.com/man-group/pytest-plugins,MIT,2015-08-14 07:52:32.000,2021-03-17 03:37:49.000,2020-04-11 14:20:38.000,57.0,51.0,363.0,,,,46.0,,,36.0,747.0,,,,,,,,,,,3.0,,,,,,,,,,,
239,com2ann,https://github.com/ilevkivskyi/com2ann,,Tool for translation type comments to type annotations in Python.,refactoring,14,True,ilevkivskyi/com2ann,https://github.com/ilevkivskyi/com2ann,MIT,2016-09-09 07:17:02.000,2021-03-07 09:20:28.000,2021-03-07 09:20:25.000,5.0,14.0,82.0,2019-06-17 19:19:47.000,0.1.1,2.0,3.0,,com2ann,4.0,28.0,2.0,2.0,https://pypi.org/project/com2ann,2019-06-17 19:19:47.000,0.0,666.0,666.0,,,,3.0,,,,,,,,,,,
240,subpar,https://github.com/google/subpar,,Subpar is a utility for creating self-contained python executables. It is designed to work well with Bazel.,packaging,13,False,google/subpar,https://github.com/google/subpar,Apache-2.0,2016-08-03 20:11:35.000,2020-09-16 16:25:54.000,2019-08-15 01:37:08.000,62.0,30.0,471.0,2019-05-14 20:14:05.000,2.0.0,5.0,14.0,,,30.0,93.0,,,,,,,,,,,3.0,,,,,,,,,,,
241,linty_fresh,https://github.com/lyft/linty_fresh,,Surface lint errors during code review.,linters,13,True,lyft/linty_fresh,https://github.com/lyft/linty_fresh,Apache-2.0,2015-12-19 02:37:26.000,2020-11-30 22:20:25.000,2020-11-30 22:18:53.000,21.0,1.0,180.0,2018-12-12 19:47:05.000,0.7.0,10.0,16.0,,linty-fresh,8.0,53.0,,,https://pypi.org/project/linty-fresh,2018-12-12 19:47:05.000,,18.0,18.0,,,,3.0,"['flake8', 'mypy']",,-1.0,,,,,,,,
242,pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,,A PipEnv Environment Switcher.,virtual-envs,13,False,gtalarico/pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,MIT,2018-05-02 03:56:41.000,2019-06-27 03:42:49.000,2019-06-27 03:42:48.000,11.0,10.0,127.0,2018-11-08 03:05:43.000,0.7.1,25.0,5.0,,pipenv-pipes,7.0,285.0,,,https://pypi.org/project/pipenv-pipes,2018-11-08 03:05:43.000,,51.0,51.0,,,,3.0,,,,,,,,,,,
243,lazydocs,https://github.com/ml-tooling/lazydocs,,Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx.,documentation,12,True,ml-tooling/lazydocs,https://github.com/ml-tooling/lazydocs,MIT,2020-11-10 00:31:46.000,2021-03-15 19:30:18.000,2021-03-15 19:30:16.000,3.0,,12.0,2021-03-15 19:30:05.000,0.4.6,16.0,4.0,,lazydocs,,,9.0,9.0,https://pypi.org/project/lazydocs,2021-03-15 19:24:25.000,0.0,107.0,107.0,,,,3.0,,,,,,,,,,,
244,cohesion,https://github.com/mschwager/cohesion,,A tool for measuring Python class cohesion.,code-metrics,11,False,mschwager/cohesion,https://github.com/mschwager/cohesion,GPL-3.0,2016-08-11 21:09:32.000,2019-08-05 17:14:04.000,2019-08-05 17:14:01.000,2.0,11.0,128.0,2019-07-10 16:08:05.000,1.0.0,9.0,2.0,,cohesion,1.0,78.0,3.0,,https://pypi.org/project/cohesion,2019-07-10 16:08:05.000,3.0,413.0,413.0,,,,3.0,,,,,,,,,,,
245,pyship,https://github.com/jamesabel/pyship,,"freezer, installer and updater for Python applications.",packaging,10,False,jamesabel/pyship,https://github.com/jamesabel/pyship,MIT,2020-04-23 04:45:03.000,2020-12-07 01:00:59.000,2020-12-07 01:00:54.000,,,9.0,2020-12-07 00:53:45.000,0.1.0,14.0,,,pyship,4.0,,,,https://pypi.org/project/pyship,2020-12-07 00:53:45.000,,25.0,25.0,,,,3.0,,,,,,,,,,,
246,universal-build,https://github.com/ml-tooling/universal-build,,Universal build utilities for containerized build pipelines.,build-tools,10,True,ml-tooling/universal-build,https://github.com/ml-tooling/universal-build,MIT,2020-10-19 14:57:21.000,2021-03-12 15:53:09.000,2021-03-12 15:48:07.000,2.0,1.0,6.0,2021-02-18 13:52:19.000,0.6.11,36.0,4.0,,universal-build,,,0.0,,https://pypi.org/project/universal-build,2020-12-12 13:21:08.000,0.0,128.0,131.0,,,,3.0,,15.0,,,,,,,,,
1 name homepage resource description category projectrank show github_id github_url license created_at updated_at last_commit_pushed_at fork_count closed_issue_count star_count latest_stable_release_published_at latest_stable_release_number release_count contributor_count conda_id pypi_id open_issue_count commit_count dependent_project_count github_dependent_project_count pypi_url pypi_latest_release_published_at pypi_dependent_project_count pypi_monthly_downloads monthly_downloads conda_url conda_latest_release_published_at conda_total_downloads projectrank_placing labels github_release_downloads trending updated_github_id cargo_id npm_id npm_url npm_latest_release_published_at npm_dependent_project_count npm_monthly_downloads conda_forge
2 0 Python.org Packaging https://packaging.python.org/overview/ True An Overview of Packaging for Python. packaging 0 True
3 1 best-of-web-python - Testing https://github.com/ml-tooling/best-of-web-python True Testing libraries & tools for python web frameworks. testing 0 True ml-tooling/best-of-web-python https://github.com/ml-tooling/best-of-web-python CC-BY-SA-4.0 2021-01-05 13:09:27.000 2021-03-18 14:27:08.000 2021-03-13 18:19:34.000 65.0 2.0 1114.0 2021-03-13 18:15:12.000 2021.03.11 11.0 6.0
4 2 unittest https://docs.python.org/3/library/unittest.html True Unittest is a test framework included in the Python standard library. testing 0 True
5 3 pip https://github.com/pypa/pip The Python package installer. dependency-managers 38 True pypa/pip https://github.com/pypa/pip MIT 2011-03-06 14:30:46.000 2021-03-18 11:54:37.000 2021-03-07 19:17:25.000 2198.0 4621.0 6975.0 2021-01-30 12:54:11.000 21.0.1 102.0 595.0 conda-forge/pip pip 930.0 11509.0 63610.0 44944.0 https://pypi.org/project/pip 2021-01-30 12:54:11.000 18666.0 41832303.0 42158735.0 https://anaconda.org/conda-forge/pip 2021-01-30 14:15:41.706 18280246.0 1.0
6 4 sphinx https://github.com/sphinx-doc/sphinx Main repository for the Sphinx documentation builder. documentation 37 True sphinx-doc/sphinx https://github.com/sphinx-doc/sphinx BSD-3-Clause 2015-01-02 10:53:28.000 2021-03-17 14:38:22.000 2021-03-06 12:04:03.000 1423.0 4523.0 3836.0 2021-02-16 14:36:04.000 3.5.1 144.0 618.0 conda-forge/sphinx sphinx 752.0 17212.0 236769.0 132233.0 https://pypi.org/project/sphinx 2021-03-06 12:00:18.000 104536.0 1849853.0 1902517.0 https://anaconda.org/conda-forge/sphinx 2021-03-06 14:29:01.473 2896542.0 1.0 ['sphinx']
7 5 pipenv https://github.com/pypa/pipenv Python Development Workflow for Humans. virtual-envs 36 True pypa/pipenv https://github.com/pypa/pipenv MIT 2017-01-20 00:44:02.000 2021-03-16 06:35:25.000 2021-03-16 06:35:25.000 1601.0 2868.0 21645.0 2020-11-15 04:19:27.000 2020.11.15 297.0 378.0 conda-forge/pipenv pipenv 506.0 7041.0 19504.0 17230.0 https://pypi.org/project/pipenv 2020-11-15 04:19:27.000 2274.0 1334969.0 1337157.0 https://anaconda.org/conda-forge/pipenv 2020-11-15 06:15:51.831 37208.0 1.0
8 6 tqdm https://github.com/tqdm/tqdm A Fast, Extensible Progress Bar for Python and CLI. logging 36 True tqdm/tqdm https://github.com/tqdm/tqdm MIT 2015-06-03 13:13:14.000 2021-03-17 20:38:51.000 2021-03-05 18:18:06.000 912.0 503.0 17765.0 2021-03-05 20:26:38.000 4.59.0 116.0 95.0 conda-forge/tqdm tqdm 272.0 1794.0 181938.0 155700.0 https://pypi.org/project/tqdm 2021-03-05 20:14:29.000 26238.0 7938155.0 8035159.0 https://anaconda.org/conda-forge/tqdm 2021-03-05 22:22:18.205 5522182.0 1.0 7736.0
9 7 psutil https://github.com/giampaolo/psutil Cross-platform lib for process and system monitoring in Python. profiling 36 True giampaolo/psutil https://github.com/giampaolo/psutil BSD-3-Clause 2014-05-23 14:01:48.000 2021-03-14 11:20:49.000 2021-02-21 10:25:07.000 1091.0 1271.0 7163.0 2020-12-19 01:19:27.000 5.8.0 83.0 157.0 conda-forge/psutil psutil 169.0 5674.0 102083.0 77417.0 https://pypi.org/project/psutil 2020-12-19 01:19:27.000 24666.0 11416801.0 11519720.0 https://anaconda.org/conda-forge/psutil 2021-01-12 14:13:09.300 6072244.0 1.0
10 8 jedi https://github.com/davidhalter/jedi Awesome autocompletion, static analysis and refactoring library for python. refactoring 36 True davidhalter/jedi https://github.com/davidhalter/jedi MIT 2012-02-19 23:12:30.000 2021-02-26 22:09:30.000 2021-02-26 22:09:22.000 441.0 1198.0 4794.0 2020-12-25 10:34:25.000 0.18.0 30.0 142.0 conda-forge/jedi jedi 20.0 8201.0 135478.0 119572.0 https://pypi.org/project/jedi 2020-12-25 10:34:25.000 15906.0 8789715.0 8871603.0 https://anaconda.org/conda-forge/jedi 2021-01-14 15:48:43.942 4340111.0 1.0
11 9 isort https://github.com/PyCQA/isort A Python utility / library to sort imports. formatters 36 True PyCQA/isort https://github.com/PyCQA/isort MIT 2013-09-02 22:22:53.000 2021-03-18 05:22:24.000 2021-03-18 05:22:22.000 387.0 903.0 3752.0 2020-12-31 01:16:34.000 5.7.0 126.0 227.0 conda-forge/isort isort 32.0 3449.0 184549.0 160331.0 https://pypi.org/project/isort 2020-12-31 01:15:41.000 24218.0 5544581.0 5574780.0 https://anaconda.org/conda-forge/isort 2020-12-31 02:59:49.605 1691145.0 1.0
12 10 flake8 https://github.com/PyCQA/flake8 Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelder's McCabe script. linters 36 True PyCQA/flake8 https://github.com/PyCQA/flake8 MIT 2014-09-13 17:06:24.000 2021-03-15 21:41:28.726 2021-03-14 23:29:54.000 183.0 1111.0 2020-10-02 23:34:01.000 3.8.4 77.0 149.0 conda-forge/flake8 flake8 7.0 1882.0 226247.0 154957.0 https://pypi.org/project/flake8 2021-03-14 23:32:11.000 71290.0 4201381.0 4239029.0 https://anaconda.org/conda-forge/flake8 2021-03-15 21:41:28.726 2145990.0 1.0 1.0
13 11 mypy https://github.com/python/mypy Optional static typing for Python 3 and 2 (PEP 484). linters 35 True python/mypy https://github.com/python/mypy MIT 2012-12-07 13:30:23.000 2021-03-18 12:52:40.000 2021-03-16 11:55:54.000 1663.0 4545.0 10347.0 79.0 450.0 conda-forge/mypy mypy 1638.0 9415.0 36219.0 30135.0 https://pypi.org/project/mypy 2021-02-19 17:28:31.000 6084.0 2421864.0 2441054.0 https://anaconda.org/conda-forge/mypy 2021-02-19 18:45:03.122 767606.0 1.0
14 12 pytest https://github.com/pytest-dev/pytest The pytest framework makes it easy to write small tests, yet scales to support complex functional testing. testing 35 True pytest-dev/pytest https://github.com/pytest-dev/pytest MIT 2015-06-15 20:28:27.000 2021-03-18 12:05:45.000 2021-03-18 12:05:45.000 1640.0 3797.0 7113.0 2021-01-25 14:52:06.000 6.2.2 145.0 702.0 conda-forge/pytest pytest 626.0 425650.0 295066.0 https://pypi.org/project/pytest 2021-01-25 14:51:38.000 130584.0 10645537.0 10770161.0 https://anaconda.org/conda-forge/pytest 2021-01-27 13:05:54.016 6978997.0 1.0 ['pytest']
15 13 pylint https://github.com/PyCQA/pylint It's not just a linter that annoys you!. linters 35 True PyCQA/pylint https://github.com/PyCQA/pylint GPL-2.0 2015-12-09 05:40:02.000 2021-03-18 00:07:45.000 2021-03-17 22:03:18.000 676.0 2609.0 3245.0 2021-02-23 20:15:22.000 2.7.1 94.0 367.0 conda-forge/pylint pylint 697.0 5208.0 222996.0 185262.0 https://pypi.org/project/pylint 2021-02-23 20:15:22.000 37734.0 3539185.0 3569239.0 https://anaconda.org/conda-forge/pylint 2021-03-03 00:06:43.039 1653011.0 1.0
16 14 tox https://github.com/tox-dev/tox Command line driven CI frontend and development task automation tool. testing 35 True tox-dev/tox https://github.com/tox-dev/tox MIT 2016-09-17 16:54:22.000 2021-03-18 12:13:18.000 2021-03-15 19:17:45.000 354.0 1019.0 2110.0 2021-02-16 08:44:01.000 3.22.0 114.0 235.0 conda-forge/tox tox 131.0 1974.0 78348.0 41948.0 https://pypi.org/project/tox 2021-02-16 08:44:01.000 36400.0 1806208.0 1811895.0 https://anaconda.org/conda-forge/tox 2021-03-03 16:46:37.023 238886.0 1.0 ['pytest']
17 15 pycodestyle https://github.com/PyCQA/pycodestyle Simple Python style checker in one Python file. linters 34 True PyCQA/pycodestyle https://github.com/PyCQA/pycodestyle Saxpath 2009-10-02 00:43:37.000 2021-03-16 17:25:20.000 2021-03-16 17:19:02.000 600.0 525.0 4272.0 2021-03-14 18:44:02.000 2.7.0 12.0 124.0 conda-forge/pycodestyle pycodestyle 114.0 1203.0 147079.0 125849.0 https://pypi.org/project/pycodestyle 2021-03-14 18:44:02.000 21230.0 6035537.0 6075547.0 https://anaconda.org/conda-forge/pycodestyle 2021-03-15 18:43:23.361 2280615.0 1.0 1.0
18 16 autopep8 https://github.com/hhatto/autopep8 A tool that automatically formats Python code to conform to the PEP 8 style guide. formatters 34 True hhatto/autopep8 https://github.com/hhatto/autopep8 MIT 2010-12-29 20:08:51.000 2021-03-16 18:20:01.695 2021-03-16 14:50:53.000 239.0 331.0 3721.0 2021-03-17 10:59:30.000 1.5.6 66.0 49.0 conda-forge/autopep8 autopep8 84.0 2685.0 78473.0 68289.0 https://pypi.org/project/autopep8 2021-03-16 15:01:37.000 10184.0 871267.0 878589.0 https://anaconda.org/conda-forge/autopep8 2021-03-16 18:20:01.695 417409.0 2.0
19 17 setuptools https://github.com/pypa/setuptools Official project repository for the Setuptools build system. build-tools 34 True pypa/setuptools https://github.com/pypa/setuptools MIT 2016-03-29 14:02:33.000 2021-03-16 17:10:25.000 2021-03-14 15:08:14.000 713.0 1218.0 1318.0 2021-03-14 15:48:57.000 54.1.2 424.0 419.0 conda-forge/setuptools setuptools 522.0 151670.0 93740.0 https://pypi.org/project/setuptools 2021-03-14 15:48:48.000 57930.0 55354193.0 55708107.0 https://anaconda.org/conda-forge/setuptools 2021-01-08 05:42:17.824 19819178.0 1.0 105.0
20 18 black https://github.com/psf/black The uncompromising Python code formatter. formatters 33 True psf/black https://github.com/psf/black MIT 2018-03-14 19:54:45.000 2021-03-18 08:12:11.000 2021-03-08 00:13:25.000 1229.0 992.0 19938.0 2020-08-26 15:56:21.000 20.8b1 23.0 231.0 conda-forge/black black 413.0 909.0 56186.0 49958.0 https://pypi.org/project/black 2020-08-26 15:52:03.000 6228.0 2537038.0 2574652.0 https://anaconda.org/conda-forge/black 2020-09-07 11:42:46.809 1262297.0 2.0 11721.0
21 19 mkdocs https://github.com/mkdocs/mkdocs Project documentation with Markdown. documentation 33 True mkdocs/mkdocs https://github.com/mkdocs/mkdocs BSD-2-Clause 2014-01-11 21:05:21.000 2021-03-15 21:07:25.000 2021-02-28 22:01:13.000 1668.0 1352.0 11792.0 2020-05-14 15:18:01.000 1.1.2 44.0 185.0 conda-forge/mkdocs mkdocs 142.0 1498.0 17035.0 11093.0 https://pypi.org/project/mkdocs 2020-05-14 15:18:01.000 5942.0 218315.0 220384.0 https://anaconda.org/conda-forge/mkdocs 2020-06-01 13:16:37.068 122096.0 1.0 ['mkdocs']
22 20 hypothesis https://github.com/HypothesisWorks/hypothesis Hypothesis is a powerful, flexible, and easy to use library for property-based testing. testing 33 True HypothesisWorks/hypothesis https://github.com/HypothesisWorks/hypothesis MPL-2.0 2013-03-10 13:51:19.000 2021-03-14 04:00:04.190 2021-03-14 02:06:04.000 455.0 1026.0 5025.0 2021-03-14 02:06:25.000 hypothesis-python-6.8.1 814.0 244.0 conda-forge/hypothesis hypothesis 48.0 10604.0 10625.0 8009.0 https://pypi.org/project/hypothesis 2021-03-10 00:45:39.000 2616.0 674052.0 740207.0 https://anaconda.org/conda-forge/hypothesis 2021-03-14 04:00:04.190 3704699.0 1.0
23 21 sphinx_rtd_theme https://github.com/readthedocs/sphinx_rtd_theme Sphinx theme for readthedocs.org. documentation 33 True readthedocs/sphinx_rtd_theme https://github.com/readthedocs/sphinx_rtd_theme MIT 2013-10-17 17:10:49.000 2021-03-18 04:51:18.000 2021-03-15 22:05:20.000 1477.0 479.0 3628.0 2018-10-05 13:20:49.000 0.4.2 23.0 103.0 conda-forge/sphinx_rtd_theme sphinx_rtd_theme 158.0 1206.0 23490.0 16.0 https://pypi.org/project/sphinx_rtd_theme 2018-10-05 13:20:49.000 23474.0 793272.0 813268.0 https://anaconda.org/conda-forge/sphinx_rtd_theme 2021-01-05 13:49:54.682 1099786.0 1.0 ['sphinx']
24 22 rich https://github.com/willmcgugan/rich Rich is a Python library for rich text and beautiful formatting in the terminal. logging 32 True willmcgugan/rich https://github.com/willmcgugan/rich MIT 2019-11-10 15:28:09.000 2021-03-17 20:50:00.000 2021-03-16 17:30:40.000 704.0 408.0 24100.0 2021-03-06 15:34:58.000 9.13.0 120.0 81.0 conda-forge/rich rich 7.0 1766.0 2954.0 2954.0 https://pypi.org/project/rich 2021-03-06 15:32:55.000 0.0 743944.0 759234.0 https://anaconda.org/conda-forge/rich 2021-03-06 19:28:41.213 122320.0 1.0
25 23 poetry https://github.com/python-poetry/poetry Python dependency management and packaging made easy. dependency-managers 32 True python-poetry/poetry https://github.com/python-poetry/poetry MIT 2018-02-28 15:23:47.000 2021-03-18 03:29:29.000 2021-03-13 06:45:02.000 1127.0 1766.0 14288.0 2021-03-04 10:44:26.000 1.1.5 133.0 256.0 conda-forge/poetry poetry 1061.0 1685.0 64.0 https://pypi.org/project/poetry 2021-03-04 10:44:26.000 64.0 809308.0 965024.0 https://anaconda.org/conda-forge/poetry 2021-03-05 18:52:34.156 178754.0 2.0 5375978.0
26 24 mkdocs-material https://github.com/squidfunk/mkdocs-material A Material Design theme for MkDocs. documentation 32 True squidfunk/mkdocs-material https://github.com/squidfunk/mkdocs-material MIT 2016-01-28 22:09:23.000 2021-03-18 11:29:39.000 2021-03-17 20:12:51.000 1461.0 957.0 5821.0 2021-03-14 13:21:06.000 7.0.6 192.0 111.0 conda-forge/mkdocs-material mkdocs-material 12.0 3220.0 7234.0 5732.0 https://pypi.org/project/mkdocs-material 2021-03-14 13:21:43.000 1502.0 180530.0 181938.0 https://anaconda.org/conda-forge/mkdocs-material 2021-03-14 18:17:51.582 30997.0 2.0 ['mkdocs']
27 25 robotframework https://github.com/robotframework/robotframework Generic automation framework for acceptance testing and RPA. testing 32 True robotframework/robotframework https://github.com/robotframework/robotframework Apache-2.0 2014-06-27 11:10:38.000 2021-03-18 12:00:59.000 2021-03-12 10:36:47.000 1628.0 3319.0 5682.0 2021-03-11 11:39:04.000 4.0 56.0 136.0 conda-forge/robotframework robotframework 169.0 12844.0 4923.0 3515.0 https://pypi.org/project/robotframework 2021-03-11 11:40:12.000 1408.0 299510.0 300589.0 https://anaconda.org/conda-forge/robotframework 2021-03-11 14:42:08.555 40803.0 1.0 499.0
28 26 conda https://github.com/conda/conda OS-agnostic, system-level binary package manager and ecosystem. dependency-managers 32 True conda/conda https://github.com/conda/conda BSD-3-Clause 2012-10-15 22:08:03.000 2021-03-15 16:19:47.000 2021-03-15 16:19:47.000 1014.0 5996.0 4056.0 2020-11-12 17:08:48.000 4.9.2 100.0 347.0 conda-forge/conda conda 1892.0 15601.0 2104.0 https://pypi.org/project/conda 2017-04-22 23:38:35.000 2104.0 22738.0 325964.0 https://anaconda.org/conda-forge/conda 2020-11-12 21:09:02.264 16677440.0 2.0
29 27 virtualenv https://github.com/pypa/virtualenv Virtual Python Environment builder. virtual-envs 32 True pypa/virtualenv https://github.com/pypa/virtualenv MIT 2011-03-06 14:33:27.000 2021-03-17 18:50:32.000 2021-03-17 18:50:32.000 880.0 1061.0 3820.0 2021-02-01 09:17:59.000 20.4.2 158.0 171.0 conda-forge/virtualenv virtualenv 59.0 34422.0 https://pypi.org/project/virtualenv 2021-03-16 11:55:44.000 34422.0 7114745.0 7129653.0 https://anaconda.org/conda-forge/virtualenv 2021-03-16 13:23:56.251 715626.0 2.0
30 28 invoke https://github.com/pyinvoke/invoke Pythonic task management & command execution. build-tools 32 True pyinvoke/invoke https://github.com/pyinvoke/invoke BSD-2-Clause 2012-02-29 23:59:23.000 2021-02-15 11:55:51.000 2020-12-31 16:25:35.000 280.0 357.0 3189.0 2020-12-31 02:43:43.000 1.5.0 50.0 54.0 conda-forge/invoke invoke 303.0 3499.0 11803.0 7201.0 https://pypi.org/project/invoke 2020-12-31 02:43:43.000 4602.0 576057.0 580453.0 https://anaconda.org/conda-forge/invoke 2021-01-06 14:58:41.830 259378.0 1.0
31 29 bandit https://github.com/PyCQA/bandit Bandit is a tool designed to find common security issues in Python code. security 32 True PyCQA/bandit https://github.com/PyCQA/bandit Apache-2.0 2018-04-26 09:08:12.000 2021-03-10 05:39:36.125 2021-02-11 16:44:36.000 313.0 363.0 3068.0 2020-12-13 02:48:28.000 1.7.0 31.0 130.0 conda-forge/bandit bandit 166.0 1166.0 8484.0 6130.0 https://pypi.org/project/bandit 2020-12-13 02:48:28.000 2354.0 562514.0 564781.0 https://anaconda.org/conda-forge/bandit 2021-03-10 05:39:36.125 49853.0 1.0 32.0
32 30 twine https://github.com/pypa/twine Utilities for interacting with PyPI. build-tools 32 True pypa/twine https://github.com/pypa/twine Apache-2.0 2013-08-13 15:39:39.000 2021-03-17 03:54:06.297 2021-03-17 00:37:43.000 235.0 310.0 1097.0 2021-03-15 16:36:43.000 3.4.0 42.0 101.0 conda-forge/twine twine 41.0 951.0 53932.0 36428.0 https://pypi.org/project/twine 2021-03-15 16:36:43.000 17504.0 681852.0 686066.0 https://anaconda.org/conda-forge/twine 2021-03-17 03:54:06.297 231773.0 1.0
33 31 pytest-cov https://github.com/pytest-dev/pytest-cov Coverage plugin for pytest. testing 32 True pytest-dev/pytest-cov https://github.com/pytest-dev/pytest-cov MIT 2014-04-17 20:01:12.000 2021-03-04 12:09:27.000 2021-03-04 12:09:21.000 136.0 189.0 981.0 2021-01-20 10:46:34.000 2.11.1 40.0 62.0 conda-forge/pytest-cov pytest-cov 91.0 798.0 124281.0 80887.0 https://pypi.org/project/pytest-cov 2021-01-20 10:46:34.000 43394.0 3957650.0 3997505.0 https://anaconda.org/conda-forge/pytest-cov 2021-01-20 18:33:16.518 2391351.0 1.0 ['pytest']
34 32 parso https://github.com/davidhalter/parso A Python Parser. linters 32 True davidhalter/parso https://github.com/davidhalter/parso MIT 2017-05-08 20:14:30.000 2021-03-08 23:50:03.000 2021-03-08 23:50:03.000 66.0 85.0 389.0 2020-12-10 15:10:14.000 0.8.1 24.0 40.0 conda-forge/parso parso 7.0 1071.0 125351.0 113987.0 https://pypi.org/project/parso 2020-12-10 15:10:14.000 11364.0 8792511.0 8881859.0 https://anaconda.org/conda-forge/parso 2020-12-10 16:40:55.258 3484603.0 1.0
35 33 wheel https://github.com/pypa/wheel The official binary distribution format for Python. build-tools 32 True pypa/wheel https://github.com/pypa/wheel MIT 2016-07-16 23:19:28.580 2021-02-08 23:37:38.000 2021-02-08 23:37:31.000 85.0 287.0 229.0 2020-12-13 18:09:07.000 0.36.2 64.0 60.0 conda-forge/wheel wheel 21.0 729.0 62544.0 https://pypi.org/project/wheel 2020-12-13 18:09:07.000 62544.0 37352490.0 37638881.0 https://anaconda.org/conda-forge/wheel 2020-12-13 19:48:16.429 16037939.0 1.0
36 34 pyinstaller https://github.com/pyinstaller/pyinstaller Freeze (package) Python programs into stand-alone executables. packaging 31 True pyinstaller/pyinstaller https://github.com/pyinstaller/pyinstaller GPL-2.0 2011-11-23 11:05:56.000 2021-03-18 07:20:06.000 2021-03-18 07:20:06.000 1627.0 3649.0 7790.0 2021-01-13 13:13:08.000 4.2 27.0 393.0 conda-forge/pyinstaller pyinstaller 381.0 7682.0 15266.0 15266.0 https://pypi.org/project/pyinstaller 2021-01-13 13:12:03.000 0.0 238216.0 249474.0 https://anaconda.org/conda-forge/pyinstaller 2021-02-02 18:07:09.778 205700.0 1.0 682718.0
37 35 pre-commit https://github.com/pre-commit/pre-commit A framework for managing and maintaining multi-language pre-commit hooks. others 31 True pre-commit/pre-commit https://github.com/pre-commit/pre-commit MIT 2014-03-13 00:39:38.000 2021-03-16 17:03:40.000 2021-03-15 19:15:56.000 421.0 1055.0 5648.0 2021-03-10 01:06:59.000 2.11.1 158.0 118.0 conda-forge/pre-commit pre-commit 22.0 1967.0 2136.0 https://pypi.org/project/pre-commit 2021-03-10 00:57:36.000 2136.0 1225319.0 1247660.0 https://anaconda.org/conda-forge/pre-commit 2021-03-10 12:01:32.998 423222.0 1.0 2853.0
38 36 pip-tools https://github.com/jazzband/pip-tools A set of tools to keep your pinned Python dependencies fresh. dependency-managers 31 True jazzband/pip-tools https://github.com/jazzband/pip-tools BSD-3-Clause 2012-09-10 08:50:26.000 2021-03-18 13:51:51.000 2021-03-17 05:26:25.000 420.0 601.0 4830.0 2021-03-15 20:14:25.000 6.0.1 92.0 139.0 conda-forge/pip-tools pip-tools 108.0 1491.0 3252.0 https://pypi.org/project/pip-tools 2021-03-16 00:32:58.000 3252.0 1703603.0 1704363.0 https://anaconda.org/conda-forge/pip-tools 2021-03-13 14:51:26.909 8362.0 2.0
39 37 freezegun https://github.com/spulec/freezegun Let your Python tests travel through time. testing 31 True spulec/freezegun https://github.com/spulec/freezegun Apache-2.0 2012-12-11 05:11:00.000 2021-03-08 14:56:48.000 2021-01-20 07:44:52.000 192.0 166.0 2813.0 2021-01-20 07:45:20.000 1.1.0 56.0 94.0 conda-forge/freezegun freezegun 60.0 521.0 15803.0 7451.0 https://pypi.org/project/freezegun 2021-01-20 07:45:20.000 8352.0 1264479.0 1267665.0 https://anaconda.org/conda-forge/freezegun 2021-01-20 09:23:22.014 191194.0 2.0
40 38 ipdb https://github.com/gotcha/ipdb Integration of IPython pdb. debugging 31 True gotcha/ipdb https://github.com/gotcha/ipdb BSD-3-Clause 2011-01-15 17:51:47.000 2021-03-16 09:50:07.000 2021-03-16 09:49:58.000 128.0 106.0 1371.0 2021-03-02 11:10:22.000 0.13.5 39.0 46.0 conda-forge/ipdb ipdb 53.0 339.0 42030.0 25132.0 https://pypi.org/project/ipdb 2021-03-08 17:00:03.000 16898.0 659699.0 662348.0 https://anaconda.org/conda-forge/ipdb 2020-11-21 18:57:03.677 148348.0 1.0
41 39 nose https://github.com/nose-devs/nose nose is nicer testing for python. testing 31 False nose-devs/nose https://github.com/nose-devs/nose LGPL-2.1+ 2011-12-13 19:36:32.000 2021-02-25 18:46:16.000 2016-03-04 01:16:26.000 358.0 461.0 1330.0 2015-06-02 09:12:36.000 1.3.7 14.0 95.0 conda-forge/nose nose 447.0 1004.0 191449.0 104975.0 https://pypi.org/project/nose 2015-06-02 09:12:36.000 86474.0 1988268.0 2017110.0 https://anaconda.org/conda-forge/nose 2020-10-11 16:52:20.277 1672859.0 2.0
42 40 pyflakes https://github.com/PyCQA/pyflakes A simple program which checks Python source files for errors. linters 31 True PyCQA/pyflakes https://github.com/PyCQA/pyflakes MIT 2014-04-07 06:19:46.000 2021-03-16 14:44:25.000 2021-03-14 16:32:43.000 143.0 331.0 990.0 2020-04-10 03:52:17.000 2.2.0 28.0 75.0 conda-forge/pyflakes pyflakes 83.0 506.0 107898.0 81400.0 https://pypi.org/project/pyflakes 2020-04-10 03:52:17.000 26498.0 4545548.0 4583958.0 https://anaconda.org/conda-forge/pyflakes 2021-03-15 18:50:19.384 2189382.0 2.0
43 41 sentry-sdk https://github.com/getsentry/sentry-python The new Python SDK for Sentry.io. logging 31 True getsentry/sentry-python https://github.com/getsentry/sentry-python BSD-2-Clause 2018-06-18 22:51:10.000 2021-03-15 11:28:31.000 2021-03-15 11:28:31.000 190.0 363.0 870.0 2021-03-03 16:35:19.000 1.0.0 126.0 90.0 conda-forge/sentry-sdk sentry-sdk 132.0 1218.0 10649.0 9663.0 https://pypi.org/project/sentry-sdk 2021-02-18 14:46:46.000 986.0 2472447.0 2475001.0 https://anaconda.org/conda-forge/sentry-sdk 2021-02-18 16:32:52.126 67478.0 2.0 4372.0
44 42 tabulate https://github.com/astanin/python-tabulate Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from.. logging 31 True astanin/python-tabulate https://github.com/astanin/python-tabulate MIT 2016-05-01 20:47:06.376 2021-03-14 22:08:05.000 2021-03-04 09:33:31.000 60.0 55.0 738.0 2021-02-22 07:34:12.000 0.8.9 25.0 67.0 conda-forge/tabulate tabulate 27.0 502.0 47166.0 39064.0 https://pypi.org/project/tabulate 2021-02-22 07:34:12.000 8102.0 6822177.0 6836975.0 https://anaconda.org/conda-forge/tabulate 2021-02-22 13:39:52.132 858308.0 2.0
45 43 numpydoc https://github.com/numpy/numpydoc Numpy's Sphinx extensions. documentation 30 True numpy/numpydoc https://github.com/numpy/numpydoc BSD-3-Clause 2013-07-24 16:23:39.000 2021-03-05 20:22:43.000 2021-02-26 19:22:59.000 5329.0 91.0 16503.0 2020-07-01 21:59:00.000 1.1.0 13.0 65.0 conda-forge/numpydoc numpydoc 51.0 31623.0 24275.0 https://pypi.org/project/numpydoc 2020-07-01 21:59:00.000 7348.0 100530.0 115167.0 https://anaconda.org/conda-forge/numpydoc 2020-10-01 19:37:54.384 731859.0 2.0 ['sphinx']
46 44 loguru https://github.com/Delgan/loguru Python logging made (stupidly) simple. logging 30 True Delgan/loguru https://github.com/Delgan/loguru MIT 2017-08-15 17:22:32.000 2021-03-14 20:40:30.000 2021-03-14 20:40:18.000 376.0 332.0 8421.0 2020-09-20 07:56:32.000 0.5.3 17.0 29.0 conda-forge/loguru loguru 51.0 552.0 6130.0 5788.0 https://pypi.org/project/loguru 2020-09-20 07:54:28.000 342.0 437027.0 441988.0 https://anaconda.org/conda-forge/loguru 2020-10-10 00:51:36.057 124035.0 2.0
47 45 pyautogui https://github.com/asweigart/pyautogui A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard. testing 30 True asweigart/pyautogui https://github.com/asweigart/pyautogui BSD-3-Clause 2014-07-17 23:30:38.000 2021-02-20 18:37:25.000 2020-10-04 08:13:41.000 670.0 163.0 4892.0 2020-10-06 22:15:19.000 0.9.52 49.0 42.0 conda-forge/pyautogui pyautogui 298.0 361.0 7163.0 6555.0 https://pypi.org/project/pyautogui 2020-10-06 22:15:19.000 608.0 194391.0 197174.0 https://anaconda.org/conda-forge/pyautogui 2020-10-13 12:17:23.308 111334.0 2.0
48 46 buildbot https://github.com/buildbot/buildbot Python-based continuous integration testing framework; your pull requests are more than welcome!. build-tools 30 True buildbot/buildbot https://github.com/buildbot/buildbot GPL-2.0 2010-07-06 17:56:53.000 2021-03-18 14:17:31.000 2021-03-17 13:40:40.000 1517.0 655.0 4570.0 2021-03-16 16:58:32.000 3.0.2 107.0 782.0 conda-forge/buildbot buildbot 639.0 21714.0 1137.0 245.0 https://pypi.org/project/buildbot 2021-03-16 17:22:58.000 892.0 3236.0 5068.0 https://anaconda.org/conda-forge/buildbot 2021-03-15 17:24:39.932 27619.0 2.0 14410.0
49 47 factory_boy https://github.com/FactoryBoy/factory_boy A test fixtures replacement for Python. testing 30 True FactoryBoy/factory_boy https://github.com/FactoryBoy/factory_boy MIT 2011-05-11 08:26:59.000 2021-03-18 08:49:27.000 2021-03-18 08:49:27.000 312.0 337.0 2439.0 2018-05-05 15:05:40.000 2.11.1 36.0 113.0 conda-forge/factory_boy factory_boy 142.0 874.0 4256.0 https://pypi.org/project/factory_boy 2018-05-05 15:05:40.000 4256.0 646939.0 648015.0 https://anaconda.org/conda-forge/factory_boy 2020-10-05 10:08:00.894 58124.0 2.0
50 48 logbook https://github.com/getlogbook/logbook A cool logging replacement for Python. logging 30 False getlogbook/logbook https://github.com/getlogbook/logbook BSD-3-Clause 2010-07-22 10:13:12.000 2021-01-11 05:40:29.145 2019-10-16 17:48:40.000 155.0 125.0 1397.0 2019-01-16 20:35:25.000 1.4.3 41.0 76.0 conda-forge/logbook logbook 54.0 1194.0 4547.0 2483.0 https://pypi.org/project/logbook 2019-10-16 18:14:55.000 2064.0 168011.0 169413.0 https://anaconda.org/conda-forge/logbook 2021-01-11 05:40:29.145 33593.0 2.0 244.0
51 49 rope https://github.com/python-rope/rope a python refactoring library. refactoring 30 True python-rope/rope https://github.com/python-rope/rope LGPL-3.0 2013-11-30 15:30:20.000 2021-03-15 21:38:34.000 2021-03-07 17:41:59.000 121.0 107.0 1102.0 2020-10-07 16:08:59.000 0.18.0 19.0 62.0 conda-forge/rope rope 75.0 1872.0 29446.0 26514.0 https://pypi.org/project/rope 2020-10-07 16:08:59.000 2932.0 134872.0 145399.0 https://anaconda.org/conda-forge/rope 2020-10-07 18:16:45.645 494771.0 1.0
52 50 pytest-mock https://github.com/pytest-dev/pytest-mock Thin-wrapper around the mock package for easier use with pytest. testing 30 True pytest-dev/pytest-mock https://github.com/pytest-dev/pytest-mock MIT 2014-07-17 00:40:32.000 2021-02-22 19:25:30.000 2021-02-22 19:25:29.000 88.0 84.0 1019.0 2021-01-10 22:17:10.000 3.5.1 50.0 50.0 conda-forge/pytest-mock pytest-mock 11.0 396.0 21089.0 14909.0 https://pypi.org/project/pytest-mock 2021-01-10 22:17:10.000 6180.0 1494854.0 1509008.0 https://anaconda.org/conda-forge/pytest-mock 2021-01-11 11:41:18.792 792633.0 2.0 ['pytest']
53 51 pytest-xdist https://github.com/pytest-dev/pytest-xdist pytest plugin for distributed testing and loop-on-failures testing modes. testing 30 True pytest-dev/pytest-xdist https://github.com/pytest-dev/pytest-xdist MIT 2015-09-01 18:51:45.000 2021-03-15 04:14:16.000 2021-02-11 11:27:08.000 140.0 226.0 678.0 2021-02-09 21:06:38.000 2.2.1 55.0 71.0 conda-forge/pytest-xdist pytest-xdist 181.0 845.0 23119.0 15777.0 https://pypi.org/project/pytest-xdist 2021-02-09 21:06:38.000 7342.0 1880272.0 1900625.0 https://anaconda.org/conda-forge/pytest-xdist 2021-02-10 14:13:48.139 1139792.0 2.0 ['pytest']
54 52 alabaster https://github.com/bitprophet/alabaster Lightweight, configurable Sphinx theme. Now the Sphinx default!. documentation 30 False bitprophet/alabaster https://github.com/bitprophet/alabaster BSD-3-Clause 2013-12-07 00:03:15.000 2021-03-04 22:24:15.000 2020-01-10 23:50:18.000 151.0 51.0 595.0 2018-10-03 01:39:17.000 0.7.12 24.0 28.0 conda-forge/alabaster alabaster 75.0 350.0 56548.0 41650.0 https://pypi.org/project/alabaster 2018-10-03 01:39:17.000 14898.0 1582895.0 1619706.0 https://anaconda.org/conda-forge/alabaster 2018-10-03 15:29:30.017 2061418.0 2.0 ['sphinx']
55 53 coveralls-python https://github.com/TheKevJames/coveralls-python Show coverage stats online via coveralls.io. testing 30 True coveralls-clients/coveralls-python https://github.com/TheKevJames/coveralls-python MIT 2013-02-06 20:48:39.000 2021-03-17 19:34:39.000 2021-03-17 19:33:52.000 168.0 132.0 455.0 2021-03-02 00:35:13.000 3.0.1 38.0 55.0 coveralls 5.0 384.0 33815.0 16807.0 https://pypi.org/project/coveralls 2021-03-02 00:35:13.000 17008.0 238153.0 238153.0 2.0 ['pytest'] TheKevJames/coveralls-python
56 54 pytest-html https://github.com/pytest-dev/pytest-html Plugin for generating HTML reports for pytest results. testing 30 True pytest-dev/pytest-html https://github.com/pytest-dev/pytest-html MPL-2.0 2015-04-14 19:22:42.000 2021-03-16 20:36:15.000 2021-01-23 03:26:17.000 156.0 178.0 404.0 2020-12-13 15:24:58.000 3.1.1 44.0 43.0 conda-forge/pytest-html pytest-html 72.0 376.0 9376.0 8392.0 https://pypi.org/project/pytest-html 2020-12-13 15:24:58.000 984.0 775335.0 777675.0 https://anaconda.org/conda-forge/pytest-html 2020-12-13 19:43:13.698 107656.0 2.0 ['pytest']
57 55 Glances https://github.com/nicolargo/glances Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. profiling 29 True nicolargo/glances https://github.com/nicolargo/glances LGPL-3.0 2011-12-04 08:49:15.000 2021-03-17 14:00:24.000 2021-03-17 14:00:13.000 1180.0 1133.0 18030.0 2021-01-23 16:50:31.000 3.1.6 53.0 138.0 conda-forge/glances glances 194.0 3871.0 329.0 279.0 https://pypi.org/project/glances 2021-02-07 15:19:12.000 50.0 32560.0 34656.0 https://anaconda.org/conda-forge/glances 2021-02-07 19:32:17.197 125408.0 1.0 417.0
58 56 yapf https://github.com/google/yapf A formatter for Python files. formatters 29 True google/yapf https://github.com/google/yapf Apache-2.0 2015-03-18 18:22:31.000 2021-03-12 21:42:56.000 2021-03-12 21:42:14.000 786.0 367.0 11546.0 2020-04-23 19:07:36.000 0.30.0 67.0 125.0 conda-forge/yapf yapf 306.0 21303.0 17897.0 https://pypi.org/project/yapf 2020-04-23 19:07:36.000 3406.0 430481.0 440395.0 https://anaconda.org/conda-forge/yapf 2020-07-28 15:36:35.387 565131.0 3.0
59 57 python-json-logger https://github.com/madzak/python-json-logger Json Formatter for the standard python logger. logging 29 True madzak/python-json-logger https://github.com/madzak/python-json-logger BSD-2-Clause 2011-12-27 05:12:26.000 2021-01-18 15:09:26.000 2020-10-12 16:12:03.000 135.0 45.0 931.0 2020-10-12 16:26:53.000 2.0.1 19.0 43.0 conda-forge/python-json-logger python-json-logger 17.0 179.0 14209.0 13291.0 https://pypi.org/project/python-json-logger 2020-10-12 16:26:53.000 918.0 1093131.0 1104860.0 https://anaconda.org/conda-forge/python-json-logger 2020-10-12 23:31:31.855 551266.0 2.0
60 58 colorlog https://github.com/borntyping/python-colorlog A colored formatter for the python logging module. logging 29 True borntyping/python-colorlog https://github.com/borntyping/python-colorlog MIT 2012-09-05 17:57:21.000 2021-03-18 07:47:24.183 2021-01-14 12:46:28.000 69.0 50.0 676.0 2021-01-14 12:47:43.000 4.7.2 51.0 29.0 conda-forge/colorlog colorlog 10.0 175.0 12759.0 9093.0 https://pypi.org/project/colorlog 2021-01-14 12:47:43.000 3666.0 1327360.0 1332784.0 https://anaconda.org/conda-forge/colorlog 2021-03-18 07:47:24.183 320063.0 2.0
61 59 packaging https://github.com/pypa/packaging Core utilities for Python packages. packaging 29 True pypa/packaging https://github.com/pypa/packaging BSD-2-Clause 2014-05-15 22:49:43.000 2021-03-18 10:35:17.000 2021-03-08 22:15:05.000 134.0 135.0 275.0 2021-01-29 20:27:31.000 20.9 35.0 64.0 conda-forge/packaging packaging 50.0 212235.0 183035.0 https://pypi.org/project/packaging 2021-01-29 20:24:35.000 29200.0 22699956.0 22812378.0 https://anaconda.org/conda-forge/packaging 2021-02-04 17:30:01.516 6407909.0 1.0 62.0
62 60 typed_ast https://github.com/python/typed_ast Modified fork of CPython's ast module that parses `# type:` comments. ast 29 True python/typed_ast https://github.com/python/typed_ast Apache-2.0 2016-02-16 22:40:09.000 2021-03-07 22:34:48.000 2021-03-07 22:34:48.000 43.0 73.0 177.0 2020-12-30 23:17:52.000 1.4.2 28.0 20.0 typed_ast 4.0 168.0 10362.0 https://pypi.org/project/typed_ast 2020-12-30 23:17:52.000 10362.0 5680591.0 5680591.0 1.0
63 61 py-spy https://github.com/benfred/py-spy Sampling profiler for Python programs. profiling 28 True benfred/py-spy https://github.com/benfred/py-spy MIT 2018-08-01 02:22:15.000 2021-03-13 20:13:02.000 2021-03-13 20:12:59.000 242.0 131.0 6679.0 2021-01-17 20:43:46.000 0.3.4 27.0 23.0 py-spy 61.0 357.0 700.0 650.0 https://pypi.org/project/py-spy 2021-01-17 20:43:46.000 50.0 201393.0 201624.0 2.0 4632.0 py-spy
64 62 pyre-check https://github.com/facebook/pyre-check Performant type-checking for python. linters 28 True facebook/pyre-check https://github.com/facebook/pyre-check MIT 2017-11-10 17:31:36.000 2021-03-18 03:12:17.000 2021-03-18 03:12:12.000 304.0 178.0 5216.0 2021-03-04 22:42:39.000 0.0.62 58.0 147.0 pyre-check 65.0 8725.0 46.0 https://pypi.org/project/pyre-check 2021-03-05 20:22:41.000 46.0 8217.0 8217.0 2.0 1.0
65 63 pipreqs https://github.com/bndr/pipreqs pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this.. dependency-managers 28 True bndr/pipreqs https://github.com/bndr/pipreqs Apache-2.0 2015-04-22 16:38:14.000 2021-03-13 22:46:17.000 2020-05-18 23:46:19.000 211.0 64.0 3258.0 2019-11-14 11:06:56.000 0.4.10 38.0 36.0 conda-forge/pipreqs pipreqs 101.0 260.0 4983.0 4455.0 https://pypi.org/project/pipreqs 2019-11-14 11:00:54.000 528.0 37835.0 38205.0 https://anaconda.org/conda-forge/pipreqs 2019-11-14 14:53:43.131 19995.0 3.0
66 64 mimesis https://github.com/lk-geimfari/mimesis Mimesis is a high-performance fake data generator for Python, which provides data for a variety of purposes in a.. testing 28 True lk-geimfari/mimesis https://github.com/lk-geimfari/mimesis MIT 2016-09-09 21:41:22.000 2021-03-15 11:17:27.000 2021-03-15 11:17:24.000 268.0 275.0 3250.0 2020-12-21 11:12:37.000 4.1.3 30.0 106.0 mimesis 12.0 1947.0 84.0 https://pypi.org/project/mimesis 2020-12-21 11:12:37.000 84.0 77815.0 77817.0 2.0 154.0 1.0
67 65 structlog https://github.com/hynek/structlog Structured Logging for Python. logging 28 True hynek/structlog https://github.com/hynek/structlog MIT 2013-08-13 15:55:58.000 2021-03-15 18:38:57.000 2021-03-15 18:38:54.000 133.0 142.0 1446.0 2021-02-18 16:17:00.000 21.1.0 23.0 71.0 conda-forge/structlog structlog 33.0 4242.0 3036.0 https://pypi.org/project/structlog 2021-02-18 16:06:29.000 1206.0 512603.0 514289.0 https://anaconda.org/conda-forge/structlog 2021-02-22 14:39:08.894 94452.0 3.0
68 66 wemake-python-styleguide https://github.com/wemake-services/wemake-python-styleguide The strictest and most opinionated python linter ever!. linters 28 True wemake-services/wemake-python-styleguide https://github.com/wemake-services/wemake-python-styleguide MIT 2018-03-09 21:04:25.000 2021-03-17 05:45:28.000 2021-03-17 05:45:26.000 268.0 863.0 1407.0 2021-02-27 12:22:01.000 0.15.2 51.0 139.0 wemake-python-styleguide 79.0 1616.0 287.0 273.0 https://pypi.org/project/wemake-python-styleguide 2021-02-27 12:21:14.000 14.0 22222.0 22222.0 2.0
69 67 radon https://github.com/rubik/radon Various code metrics for Python code. code-metrics 28 True rubik/radon https://github.com/rubik/radon MIT 2012-09-20 18:58:58.000 2021-03-09 07:30:44.000 2021-03-09 07:24:38.000 86.0 129.0 1193.0 2021-03-07 10:46:49.000 4.4.0 47.0 43.0 conda-forge/radon radon 17.0 508.0 2749.0 1651.0 https://pypi.org/project/radon 2021-03-09 07:30:44.000 1098.0 113579.0 114229.0 https://anaconda.org/conda-forge/radon 2020-09-18 20:13:31.841 26666.0 1.0
70 68 pydocstyle https://github.com/PyCQA/pydocstyle docstring style checker. linters 28 True PyCQA/pydocstyle https://github.com/PyCQA/pydocstyle MIT 2012-01-31 17:18:23.000 2020-09-21 00:19:01.000 2020-09-19 00:07:00.000 144.0 187.0 752.0 2020-08-29 20:58:00.000 5.1.1 14.0 71.0 conda-forge/pydocstyle pydocstyle 71.0 693.0 18914.0 14994.0 https://pypi.org/project/pydocstyle 2020-08-29 20:56:43.000 3920.0 608825.0 614473.0 https://anaconda.org/conda-forge/pydocstyle 2020-08-30 00:38:13.707 316340.0 2.0 51.0
71 69 pytest-asyncio https://github.com/pytest-dev/pytest-asyncio Pytest support for asyncio. testing 28 True pytest-dev/pytest-asyncio https://github.com/pytest-dev/pytest-asyncio Apache-2.0 2015-04-11 00:18:05.000 2021-01-13 14:01:21.000 2020-12-01 01:03:15.000 74.0 92.0 684.0 2020-06-23 22:10:28.000 0.14.0 18.0 26.0 conda-forge/pytest-asyncio pytest-asyncio 59.0 157.0 12264.0 10236.0 https://pypi.org/project/pytest-asyncio 2020-06-23 22:10:28.000 2028.0 611612.0 619076.0 https://anaconda.org/conda-forge/pytest-asyncio 2020-10-30 17:49:56.641 343365.0 2.0 ['pytest']
72 70 nose2 https://github.com/nose-devs/nose2 The successor to nose, based on unittest2. testing 28 True nose-devs/nose2 https://github.com/nose-devs/nose2 BSD-3-Clause 2011-12-14 15:33:15.000 2021-03-10 16:59:07.000 2021-03-10 16:59:06.000 131.0 196.0 665.0 2021-01-27 21:57:28.000 0.10.0 26.0 70.0 conda-forge/nose2 nose2 55.0 990.0 5484.0 3546.0 https://pypi.org/project/nose2 2021-01-27 21:57:28.000 1938.0 113005.0 113804.0 https://anaconda.org/conda-forge/nose2 2020-02-02 06:02:02.004 27169.0 2.0
73 71 flake8-bugbear https://github.com/PyCQA/flake8-bugbear A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in.. linters 28 True PyCQA/flake8-bugbear https://github.com/PyCQA/flake8-bugbear MIT 2016-03-15 20:54:43.000 2021-03-11 17:44:57.000 2021-03-08 17:26:00.000 39.0 52.0 518.0 2021-03-08 17:28:03.000 21.3.2 31.0 36.0 conda-forge/flake8-bugbear flake8-bugbear 34.0 157.0 4228.0 3188.0 https://pypi.org/project/flake8-bugbear 2021-03-08 17:28:03.000 1040.0 295683.0 307357.0 https://anaconda.org/conda-forge/flake8-bugbear 2021-03-08 21:21:16.211 221813.0 2.0 ['flake8']
74 72 breathe https://github.com/michaeljones/breathe ReStructuredText and Sphinx bridge to Doxygen. documentation 28 True michaeljones/breathe https://github.com/michaeljones/breathe BSD-3-Clause 2009-02-03 18:52:25.000 2021-03-18 05:17:46.000 2021-02-16 15:26:15.000 136.0 316.0 514.0 2021-02-16 15:27:55.000 4.27.0 54.0 89.0 conda-forge/breathe breathe 97.0 1378.0 6127.0 4119.0 https://pypi.org/project/breathe 2021-02-16 15:27:55.000 2008.0 33957.0 37326.0 https://anaconda.org/conda-forge/breathe 2021-02-17 04:08:50.258 178569.0 2.0
75 73 prettytable https://github.com/jazzband/prettytable Display tabular data in a visually appealing ASCII table format. logging 28 False jazzband/prettytable https://github.com/jazzband/prettytable BSD-1-Clause 2016-01-15 02:39:17.000 2021-03-02 22:49:12.885 2021-03-02 19:25:20.000 62.0 27.0 410.0 2021-03-02 19:34:23.000 2.1.0 14.0 27.0 conda-forge/prettytable prettytable 14.0 306.0 15019.0 15019.0 https://pypi.org/project/prettytable 2021-03-02 19:34:23.000 0.0 1382205.0 1386558.0 https://anaconda.org/conda-forge/prettytable 2021-03-02 22:49:12.885 248172.0 3.0
76 74 ddt https://github.com/datadriventests/ddt Data-Driven Tests for Python Unittest. testing 28 True datadriventests/ddt https://github.com/datadriventests/ddt MIT 2012-02-11 22:57:10.000 2021-03-12 20:36:06.000 2021-03-12 20:34:54.000 96.0 30.0 381.0 2021-03-12 20:36:06.000 1.4.2 26.0 34.0 conda-forge/ddt ddt 16.0 211.0 5840.0 3356.0 https://pypi.org/project/ddt 2020-05-15 02:43:35.000 2484.0 140667.0 141819.0 https://anaconda.org/conda-forge/ddt 2020-05-15 03:17:11.932 55297.0 2.0 1.0
77 75 hacking https://github.com/openstack/hacking OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org. linters 28 True openstack/hacking https://github.com/openstack/hacking Apache-2.0 2013-03-26 21:09:28.000 2021-03-09 14:54:06.000 2021-02-25 17:38:54.000 68.0 213.0 2020-11-12 11:18:09.000 4.0.0 36.0 176.0 hacking 1043.0 8690.0 https://pypi.org/project/hacking 2020-11-12 11:18:09.000 8690.0 55033.0 55033.0 2.0 ['flake8']
78 76 PySnooper https://github.com/cool-RR/PySnooper Never use print for debugging again. debugging 27 True cool-RR/PySnooper https://github.com/cool-RR/PySnooper MIT 2019-04-18 13:55:43.000 2021-02-27 21:29:24.034 2021-02-27 09:14:08.000 878.0 90.0 14264.0 2020-09-14 09:47:00.000 0.4.2 53.0 25.0 conda-forge/pysnooper pysnooper 18.0 291.0 408.0 362.0 https://pypi.org/project/pysnooper 2020-09-14 09:47:00.000 46.0 19280.0 20754.0 https://anaconda.org/conda-forge/pysnooper 2021-02-27 21:29:24.034 32444.0 1.0
79 77 pyright https://github.com/microsoft/pyright Static type checker for Python. linters 27 True Microsoft/pyright https://github.com/microsoft/pyright MIT 2019-03-12 03:38:46.000 2021-03-18 05:45:29.000 2021-03-18 05:45:23.000 298.0 1377.0 6443.0 2021-03-17 03:24:18.000 1.1.122 206.0 52.0 11.0 3189.0 55.0 51.0 54640.0 2.0 pyright https://www.npmjs.com/package/pyright 2021-03-17 03:17:06.161 4.0 54640.0
80 78 Nuitka https://github.com/Nuitka/Nuitka Nuitka is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.3, 3.4, 3.5, 3.6, 3.7,.. packaging 27 True Nuitka/Nuitka https://github.com/Nuitka/Nuitka Apache-2.0 2013-04-23 15:40:33.000 2021-03-18 11:11:55.000 2021-03-17 10:12:34.000 263.0 664.0 3961.0 2021-02-09 11:28:53.000 0.6.12 139.0 90.0 conda-forge/nuitka nuitka 184.0 7526.0 54.0 https://pypi.org/project/nuitka 2021-03-17 10:26:39.000 54.0 8245.0 12574.0 https://anaconda.org/conda-forge/nuitka 2021-03-17 16:49:17.111 255466.0 2.0
81 79 pytype https://github.com/google/pytype A static type analyzer for Python code. linters 27 True google/pytype https://github.com/google/pytype Apache-2.0 2015-03-18 20:52:08.000 2021-03-18 05:46:25.000 2021-03-18 05:46:22.000 183.0 303.0 3168.0 2021-03-04 10:08:05.000 2021.3.3 90.0 60.0 conda-forge/pytype pytype 99.0 4128.0 88.0 https://pypi.org/project/pytype 2021-03-04 10:10:29.000 88.0 47141.0 50661.0 https://anaconda.org/conda-forge/pytype 2020-10-13 18:48:00.617 35201.0 2.0
82 80 coala https://github.com/coala/coala coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming.. linters 27 True coala/coala https://github.com/coala/coala AGPL-3.0 2014-05-15 11:35:34.000 2021-03-18 09:30:55.000 2021-03-17 17:32:33.000 1343.0 2356.0 3159.0 2017-05-30 10:07:57.000 0.11.1 730.0 476.0 coala-bears 850.0 4472.0 218.0 10.0 https://pypi.org/project/coala-bears 2017-11-10 21:04:50.000 208.0 2240.0 2241.0 2.0 135.0
83 81 memory-profiler https://github.com/pythonprofilers/memory_profiler Monitor Memory usage of Python code. profiling 27 True pythonprofilers/memory_profiler https://github.com/pythonprofilers/memory_profiler BSD-3-Clause 2011-10-14 11:56:14.000 2021-03-01 20:56:21.000 2021-03-01 20:56:21.000 292.0 99.0 2788.0 2018-08-16 03:16:49.000 0.54.0 52.0 84.0 memory_profiler 82.0 622.0 534.0 https://pypi.org/project/memory_profiler 2018-08-16 03:16:49.000 534.0 122284.0 122284.0 2.0
84 82 pex https://github.com/pantsbuild/pex A library and tool for generating .pex (Python EXecutable) files. packaging 27 True pantsbuild/pex https://github.com/pantsbuild/pex Apache-2.0 2014-07-21 17:06:12.000 2021-03-17 17:57:44.000 2021-03-17 17:57:44.000 192.0 529.0 1829.0 2021-03-17 01:37:11.000 2.1.34 123.0 96.0 pex 135.0 874.0 230.0 https://pypi.org/project/pex 2021-03-17 01:36:52.000 230.0 55350.0 59801.0 2.0 258200.0
85 83 prospector https://github.com/PyCQA/prospector Inspects Python source files and provides information about type and location of classes, methods etc. code-metrics 27 True PyCQA/prospector https://github.com/PyCQA/prospector GPL-2.0 2013-08-05 07:26:30.000 2021-03-02 10:40:50.000 2020-10-21 22:30:57.000 119.0 211.0 1401.0 2020-10-21 22:32:26.000 1.3.1 91.0 67.0 conda-forge/prospector prospector 44.0 1051.0 3278.0 2140.0 https://pypi.org/project/prospector 2020-10-21 22:31:43.000 1138.0 87531.0 87939.0 https://anaconda.org/conda-forge/prospector 2020-11-18 00:26:14.628 22467.0 2.0
86 84 vulture https://github.com/jendrikseipp/vulture Find dead Python code. refactoring 27 True jendrikseipp/vulture https://github.com/jendrikseipp/vulture MIT 2016-08-11 15:39:58.647 2021-01-21 15:53:38.000 2021-01-21 15:53:37.000 67.0 130.0 1208.0 2021-01-16 17:51:40.000 2.3 42.0 27.0 conda-forge/vulture vulture 12.0 678.0 1221.0 861.0 https://pypi.org/project/vulture 2021-01-16 17:49:50.000 360.0 59744.0 60477.0 https://anaconda.org/conda-forge/vulture 2020-08-11 23:14:02.062 40332.0 2.0
87 85 pyelftools https://github.com/eliben/pyelftools Parsing ELF and DWARF in Python. debugging 27 True eliben/pyelftools https://github.com/eliben/pyelftools Unlicense 2013-06-08 22:55:54.000 2021-02-27 17:55:27.000 2021-01-26 00:11:51.000 391.0 108.0 1177.0 8.0 75.0 conda-forge/pyelftools pyelftools 51.0 567.0 2758.0 1874.0 https://pypi.org/project/pyelftools 2020-10-27 13:45:19.000 884.0 325338.0 326323.0 https://anaconda.org/conda-forge/pyelftools 2020-10-27 16:16:13.901 59105.0 1.0
88 86 scons https://github.com/SCons/scons SCons - a software construction tool. build-tools 27 True SCons/scons https://github.com/SCons/scons MIT 2017-03-23 22:12:34.579 2021-03-18 04:25:18.000 2021-03-18 01:27:51.000 208.0 2621.0 1091.0 2021-01-19 22:02:05.000 4.1.0 14.0 130.0 conda-forge/scons scons 664.0 6969.0 50.0 https://pypi.org/project/scons 2019-12-17 02:49:51.000 50.0 84052.0 87452.0 https://anaconda.org/conda-forge/scons 2021-01-20 08:05:53.549 162543.0 2.0 348.0
89 87 safety https://github.com/pyupio/safety Safety checks your installed dependencies for known security vulnerabilities. security 27 True pyupio/safety https://github.com/pyupio/safety MIT 2016-10-19 13:22:56.000 2021-02-26 16:55:09.000 2021-02-19 21:13:16.000 82.0 68.0 981.0 2021-01-15 19:34:46.000 1.10.3 38.0 35.0 conda-forge/safety safety 44.0 370.0 2279.0 1735.0 https://pypi.org/project/safety 2021-01-15 19:34:46.000 544.0 198582.0 201664.0 https://anaconda.org/conda-forge/safety 2021-01-15 20:54:00.958 14797.0 2.0 28920.0
90 88 pytest-bdd https://github.com/pytest-dev/pytest-bdd BDD library for the py.test runner. testing 27 True pytest-dev/pytest-bdd https://github.com/pytest-dev/pytest-bdd MIT 2013-03-29 07:27:43.000 2021-03-04 13:56:27.000 2021-03-02 18:24:50.000 129.0 126.0 785.0 2020-12-07 12:41:15.000 4.0.2 89.0 38.0 conda-forge/pytest-bdd pytest-bdd 102.0 636.0 1468.0 1200.0 https://pypi.org/project/pytest-bdd 2020-12-07 12:41:15.000 268.0 68992.0 69981.0 https://anaconda.org/conda-forge/pytest-bdd 2020-02-03 16:53:59.114 21776.0 3.0 ['pytest']
91 89 progressbar2 https://github.com/WoLpH/python-progressbar Progressbar 2 - A progress bar for Python 2 and Python 3 - pip install progressbar2. logging 27 True WoLpH/python-progressbar https://github.com/WoLpH/python-progressbar BSD-3-Clause 2012-02-20 06:19:21.000 2021-03-15 00:40:40.000 2021-03-15 00:40:40.000 91.0 177.0 682.0 2020-09-09 13:36:59.000 3.53.1 94.0 38.0 conda-forge/progressbar2 progressbar2 9.0 867.0 10326.0 8130.0 https://pypi.org/project/progressbar2 2020-09-09 13:28:47.000 2196.0 416060.0 420689.0 https://anaconda.org/conda-forge/progressbar2 2020-09-09 14:31:33.844 243445.0 3.0 1567.0
92 90 astor https://github.com/berkerpeksag/astor Python AST read/write. ast 27 True berkerpeksag/astor https://github.com/berkerpeksag/astor BSD-3-Clause 2012-09-19 23:02:51.000 2021-03-15 17:27:04.000 2021-03-15 17:27:04.000 79.0 71.0 565.0 2019-12-10 01:50:33.000 0.8.1 14.0 31.0 conda-forge/astor astor 35.0 261.0 3756.0 https://pypi.org/project/astor 2019-12-10 01:50:33.000 3756.0 1451838.0 1474666.0 https://anaconda.org/conda-forge/astor 2020-07-01 13:36:26.971 1072935.0 2.0
93 91 buildout https://github.com/buildout/buildout Buildout is a deployment automation tool written in and extended with Python. build-tools 27 False buildout/buildout https://github.com/buildout/buildout ZPL-2.1 2012-03-25 21:47:18.000 2021-03-16 21:49:35.000 2021-03-16 21:49:17.000 170.0 201.0 510.0 2021-03-08 07:25:44.000 2.13.4 103.0 88.0 zc.buildout 138.0 1611.0 1974.0 https://pypi.org/project/zc.buildout 2021-03-09 08:12:12.000 1974.0 49415.0 49415.0 2.0
94 92 pylint-django https://github.com/PyCQA/pylint-django Pylint plugin for improving code analysis for when using Django. linters 27 True PyCQA/pylint-django https://github.com/PyCQA/pylint-django GPL-2.0 2013-10-01 06:35:15.000 2021-03-14 00:38:01.000 2021-01-10 12:24:27.000 95.0 146.0 450.0 2021-01-10 12:27:12.000 2.4.2 48.0 55.0 conda-forge/pylint-django pylint-django 24.0 529.0 14692.0 12446.0 https://pypi.org/project/pylint-django 2021-01-10 12:25:25.000 2246.0 230524.0 231868.0 https://anaconda.org/conda-forge/pylint-django 2021-01-12 09:07:20.984 73420.0 2.0 ['pylint'] 180.0
95 93 mccabe https://github.com/PyCQA/mccabe McCabe complexity checker for Python. code-metrics 27 True PyCQA/mccabe https://github.com/PyCQA/mccabe Saxpath 2013-02-20 22:19:04.000 2020-11-23 03:29:18.000 2020-10-03 17:22:54.000 38.0 33.0 376.0 2017-01-26 22:13:14.000 0.6.1 11.0 19.0 conda-forge/mccabe mccabe 7.0 128.0 211614.0 180604.0 https://pypi.org/project/mccabe 2017-01-26 22:13:14.000 31010.0 6492265.0 6533412.0 https://anaconda.org/conda-forge/mccabe 2018-07-08 18:43:04.536 2345397.0 2.0
96 94 sphinx-autodoc-typehints https://github.com/agronholm/sphinx-autodoc-typehints Type hints support for the Sphinx autodoc extension. documentation 27 True agronholm/sphinx-autodoc-typehints https://github.com/agronholm/sphinx-autodoc-typehints MIT 2015-09-21 20:41:41.000 2021-02-21 16:06:51.000 2021-02-21 16:06:51.000 60.0 68.0 312.0 2020-10-12 20:37:53.000 1.11.1 28.0 28.0 conda-forge/sphinx-autodoc-typehints sphinx-autodoc-typehints 39.0 158.0 1380.0 https://pypi.org/project/sphinx-autodoc-typehints 2020-10-12 20:37:53.000 1380.0 92682.0 96371.0 https://anaconda.org/conda-forge/sphinx-autodoc-typehints 2020-10-12 21:34:27.077 147579.0 2.0 ['sphinx']
97 95 pyenv https://github.com/pyenv/pyenv Simple Python version management. virtual-envs 26 True pyenv/pyenv https://github.com/pyenv/pyenv MIT 2012-08-31 06:57:52.000 2021-03-18 09:49:09.000 2021-03-18 09:49:09.000 1990.0 980.0 22764.0 2021-03-18 09:41:12.000 1.2.24 32.0 313.0 pyenv 267.0 2482.0 1.0 https://pypi.org/project/pyenv 2019-01-12 14:49:22.000 1.0 3148.0 3148.0 2.0
98 96 sqlmap https://github.com/sqlmapproject/sqlmap Automatic SQL injection and database takeover tool. security 26 True sqlmapproject/sqlmap https://github.com/sqlmapproject/sqlmap GPL-3.0 2012-06-26 09:52:15.000 2021-03-18 10:40:43.000 2021-03-18 10:40:39.000 4213.0 4203.0 19603.0 2021-02-01 20:35:09.000 1.5.2 65.0 104.0 sqlmap 45.0 9744.0 8.0 https://pypi.org/project/sqlmap 2021-03-03 22:08:16.000 8.0 2197.0 2197.0 2.0
99 97 pyinstrument https://github.com/joerick/pyinstrument Call stack profiler for Python. Shows you why your code is slow!. profiling 26 True joerick/pyinstrument https://github.com/joerick/pyinstrument BSD-3-Clause 2014-03-13 17:53:13.000 2021-02-19 13:40:07.707 2021-02-19 09:59:41.000 97.0 55.0 2578.0 2021-02-19 09:56:50.000 3.4.1 28.0 23.0 conda-forge/pyinstrument pyinstrument 20.0 417.0 366.0 230.0 https://pypi.org/project/pyinstrument 2021-02-19 09:56:50.000 136.0 56942.0 58134.0 https://anaconda.org/conda-forge/pyinstrument 2021-02-19 13:40:07.707 64401.0 2.0
100 98 pudb https://github.com/inducer/pudb Full-screen console debugger for Python. debugging 26 True inducer/pudb https://github.com/inducer/pudb MIT 2011-05-13 23:44:30.000 2021-03-18 08:36:28.000 2021-03-18 04:21:29.000 167.0 129.0 1987.0 2017-09-02 18:52:28.000 2017.1.4 68.0 69.0 conda-forge/pudb pudb 138.0 3684.0 2258.0 https://pypi.org/project/pudb 2020-12-21 04:20:59.000 1426.0 320013.0 321680.0 https://anaconda.org/conda-forge/pudb 2020-04-15 19:25:06.154 93403.0 2.0
101 99 Diamond https://github.com/python-diamond/Diamond Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of.. profiling 26 False python-diamond/Diamond https://github.com/python-diamond/Diamond MIT 2013-10-11 23:32:13.000 2020-12-28 06:55:11.000 2018-03-15 16:54:31.000 592.0 128.0 1612.0 2016-11-25 22:13:29.000 4.0.515 36.0 342.0 diamond 226.0 3219.0 86.0 55.0 https://pypi.org/project/diamond 2016-11-25 22:13:29.000 31.0 16573.0 16573.0 2.0
102 100 flit https://github.com/takluyver/flit Simplified packaging of Python modules. build-tools 26 True takluyver/flit https://github.com/takluyver/flit BSD-3-Clause 2015-03-13 21:22:27.000 2021-03-17 20:28:37.000 2021-03-15 23:02:34.000 67.0 152.0 1318.0 2021-03-01 15:37:10.000 3.1.0 39.0 41.0 conda-forge/flit flit 85.0 881.0 226.0 https://pypi.org/project/flit 2021-03-01 15:37:10.000 226.0 17719.0 19213.0 https://anaconda.org/conda-forge/flit 2021-03-02 09:06:49.794 73208.0 3.0
103 101 pybuilder https://github.com/pybuilder/pybuilder Software build automation tool for Python. build-tools 26 True pybuilder/pybuilder https://github.com/pybuilder/pybuilder Apache-2.0 2012-07-23 11:38:06.000 2021-03-17 21:36:37.000 2020-10-18 16:56:10.000 234.0 389.0 1290.0 2020-10-06 16:13:40.000 0.12.10 521.0 35.0 pybuilder 87.0 1284.0 110.0 https://pypi.org/project/pybuilder 2021-03-17 21:36:37.000 110.0 7731.0 7731.0 3.0
104 102 doit https://github.com/pydoit/doit task management & automation tool. build-tools 26 True pydoit/doit https://github.com/pydoit/doit MIT 2014-02-14 22:21:23.000 2021-03-14 19:00:42.000 2021-03-14 14:20:08.000 117.0 189.0 972.0 2020-09-04 06:38:01.000 0.33.1 43.0 52.0 conda-forge/doit doit 65.0 1351.0 1134.0 668.0 https://pypi.org/project/doit 2020-09-04 06:38:01.000 466.0 43942.0 45113.0 https://anaconda.org/conda-forge/doit 2020-10-11 16:47:23.103 45693.0 3.0
105 103 pytest-benchmark https://github.com/ionelmc/pytest-benchmark py.test fixture for benchmarking code. testing 26 True ionelmc/pytest-benchmark https://github.com/ionelmc/pytest-benchmark BSD-2-Clause 2014-10-10 10:55:33.000 2021-03-12 05:49:03.000 2021-03-12 05:48:58.000 71.0 77.0 729.0 2020-01-10 10:25:10.000 3.2.3 39.0 32.0 conda-forge/pytest-benchmark pytest-benchmark 66.0 973.0 2352.0 1622.0 https://pypi.org/project/pytest-benchmark 2020-01-10 10:25:10.000 730.0 130743.0 137981.0 https://anaconda.org/conda-forge/pytest-benchmark 2020-03-24 11:45:49.727 434306.0 3.0 ['pytest']
106 104 pdbpp https://github.com/pdbpp/pdbpp pdb++, a drop-in replacement for pdb (the Python debugger). debugging 26 True pdbpp/pdbpp https://github.com/pdbpp/pdbpp BSD-3-Clause 2017-06-11 13:42:16.000 2021-03-18 01:04:05.000 2020-11-22 13:22:19.000 38.0 105.0 693.0 2019-10-04 12:04:09.000 0.10.2 25.0 39.0 conda-forge/pdbpp pdbpp 53.0 682.0 2976.0 1948.0 https://pypi.org/project/pdbpp 2019-10-04 12:04:09.000 1028.0 84513.0 85732.0 https://anaconda.org/conda-forge/pdbpp 2019-05-07 20:32:36.208 52434.0 2.0
107 105 pytest-sugar https://github.com/Teemu/pytest-sugar a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail.. testing 26 True Teemu/pytest-sugar https://github.com/Teemu/pytest-sugar BSD-3-Clause 2013-06-25 21:09:27.000 2020-10-24 19:01:48.000 2020-10-24 18:04:51.000 50.0 68.0 688.0 2020-07-06 18:40:33.000 0.9.4 25.0 38.0 conda-forge/pytest-sugar pytest-sugar 35.0 344.0 11526.0 6946.0 https://pypi.org/project/pytest-sugar 2020-07-06 18:40:33.000 4580.0 212346.0 214479.0 https://anaconda.org/conda-forge/pytest-sugar 2020-09-18 13:41:24.029 91735.0 3.0 ['pytest']
108 106 Yappi https://github.com/sumerc/yappi Yet Another Python Profiler, but this time thread&coroutine&greenlet aware. profiling 26 True sumerc/yappi https://github.com/sumerc/yappi MIT 2009-10-07 20:46:30.000 2020-12-23 06:06:36.000 2020-12-09 16:11:46.000 40.0 30.0 594.0 2020-11-27 15:28:40.000 1.3.2 17.0 21.0 conda-forge/yappi yappi 11.0 635.0 1016.0 376.0 https://pypi.org/project/yappi 2020-11-27 15:28:40.000 640.0 83910.0 85401.0 https://anaconda.org/conda-forge/yappi 2020-11-28 16:22:51.992 67100.0 2.0
109 107 sphinx-bootstrap-theme https://github.com/ryan-roemer/sphinx-bootstrap-theme Sphinx Bootstrap Theme. documentation 26 False ryan-roemer/sphinx-bootstrap-theme https://github.com/ryan-roemer/sphinx-bootstrap-theme MIT 2011-12-07 14:53:00.000 2021-01-13 12:56:13.000 2019-09-25 19:17:09.000 203.0 78.0 575.0 2019-03-29 17:57:28.000 0.7.1 56.0 37.0 sphinx-bootstrap-theme 57.0 393.0 2914.0 1938.0 https://pypi.org/project/sphinx-bootstrap-theme 2019-03-29 17:57:28.000 976.0 19683.0 19683.0 2.0 ['sphinx']
110 108 setuptools_scm https://github.com/pypa/setuptools_scm the blessed package to manage your versions by scm tags. build-tools 26 True pypa/setuptools_scm https://github.com/pypa/setuptools_scm MIT 2015-07-01 17:57:56.000 2021-03-18 14:05:29.000 2021-03-17 14:11:55.000 135.0 256.0 440.0 2020-12-13 22:17:40.000 5.0.1 47.0 80.0 conda-forge/setuptools_scm setuptools_scm 68.0 694.0 https://pypi.org/project/setuptools_scm 2018-08-09 06:35:57.000 694.0 6454509.0 6464250.0 https://anaconda.org/conda-forge/setuptools_scm 2021-03-17 16:05:30.451 584516.0 3.0 -2.0
111 109 python-coloredlogs https://github.com/xolox/python-coloredlogs Colored terminal output for Python's logging module. logging 26 True xolox/python-coloredlogs https://github.com/xolox/python-coloredlogs MIT 2013-05-30 18:57:12.000 2020-12-10 13:10:51.000 2020-12-10 13:09:55.000 36.0 49.0 408.0 2018-04-29 22:06:15.000 9.3.1 62.0 16.0 coloredlogs 20.0 271.0 9106.0 7010.0 https://pypi.org/project/coloredlogs 2020-12-10 13:10:51.000 2096.0 556042.0 556042.0 3.0
112 110 pep8-naming https://github.com/PyCQA/pep8-naming Naming Convention checker for Python. linters 26 False PyCQA/pep8-naming https://github.com/PyCQA/pep8-naming Saxpath 2013-02-09 18:32:52.000 2021-02-14 21:34:48.000 2021-01-05 19:26:21.000 47.0 61.0 285.0 2020-06-16 23:48:52.000 0.11.1 21.0 26.0 conda-forge/pep8-naming pep8-naming 10.0 210.0 8935.0 5907.0 https://pypi.org/project/pep8-naming 2020-06-16 23:48:52.000 3028.0 316736.0 319694.0 https://anaconda.org/conda-forge/pep8-naming 2020-07-01 03:49:33.929 180466.0 2.0
113 111 pytest-mypy https://github.com/dbader/pytest-mypy Mypy static type checker plugin for Pytest. testing 26 True dbader/pytest-mypy https://github.com/dbader/pytest-mypy MIT 2016-09-29 14:39:23.000 2021-03-17 02:59:08.000 2021-03-15 00:16:20.000 31.0 33.0 186.0 2020-11-14 01:36:41.000 0.8.0 16.0 15.0 conda-forge/pytest-mypy pytest-mypy 9.0 212.0 1233.0 967.0 https://pypi.org/project/pytest-mypy 2020-11-14 01:36:41.000 266.0 117493.0 118091.0 https://anaconda.org/conda-forge/pytest-mypy 2020-11-24 14:50:18.057 7780.0 3.0 ['pytest']
114 112 astunparse https://github.com/simonpercivall/astunparse An AST unparser for Python. ast 26 False simonpercivall/astunparse https://github.com/simonpercivall/astunparse BSD-3-Clause 2014-03-31 15:34:54.000 2021-01-15 07:40:29.426 2019-12-22 18:11:19.000 36.0 21.0 158.0 2019-12-22 18:12:11.000 1.6.3 11.0 10.0 conda-forge/astunparse astunparse 14.0 86.0 14835.0 14653.0 https://pypi.org/project/astunparse 2019-12-22 18:12:11.000 182.0 1628448.0 1631889.0 https://anaconda.org/conda-forge/astunparse 2021-01-15 07:40:29.426 154888.0 3.0
115 113 gast https://github.com/serge-sans-paille/gast Python AST that abstracts the underlying Python version. ast 26 True serge-sans-paille/gast https://github.com/serge-sans-paille/gast BSD-3-Clause 2016-07-18 10:39:07.000 2021-01-20 06:24:52.000 2020-11-26 20:24:53.000 23.0 21.0 104.0 2020-08-07 21:45:21.000 0.4.0 16.0 10.0 conda-forge/gast gast 4.0 80.0 53379.0 49991.0 https://pypi.org/project/gast 2020-08-07 21:45:21.000 3388.0 2969657.0 2999631.0 https://anaconda.org/conda-forge/gast 2020-08-07 22:36:47.303 1019136.0 3.0
116 114 playwright-python https://github.com/microsoft/playwright-python Python version of the Playwright testing and automation library. testing 25 True microsoft/playwright-python https://github.com/microsoft/playwright-python Apache-2.0 2020-07-01 15:28:13.000 2021-03-18 09:08:31.000 2021-03-17 14:46:22.000 346.0 240.0 4265.0 2021-03-10 21:12:55.000 1.9.2 49.0 14.0 playwright 35.0 293.0 133.0 133.0 https://pypi.org/project/playwright 2021-03-10 21:12:55.000 0.0 13584.0 13584.0 3.0
117 115 line_profiler https://github.com/pyutils/line_profiler Line-by-line profiling for Python. profiling 25 True pyutils/line_profiler https://github.com/pyutils/line_profiler BSD-3-Clause 2016-05-26 17:37:38.151 2021-03-18 12:06:33.698 2021-01-25 15:09:39.000 245.0 7.0 3491.0 2020-01-12 22:11:51.000 3.0.2 8.0 20.0 conda-forge/line_profiler line_profiler 22.0 140.0 692.0 https://pypi.org/project/line_profiler 2017-12-20 02:30:37.000 692.0 172272.0 175035.0 https://anaconda.org/conda-forge/line_profiler 2021-03-18 12:06:33.698 160288.0 3.0
118 116 typeguard https://github.com/agronholm/typeguard Run-time type checker for Python. debugging 25 True agronholm/typeguard https://github.com/agronholm/typeguard MIT 2015-12-27 23:15:37.000 2021-03-16 19:04:39.000 2021-02-16 19:55:56.000 55.0 110.0 602.0 2021-02-16 20:04:08.000 2.11.1 39.0 16.0 conda-forge/typeguard typeguard 32.0 232.0 158.0 https://pypi.org/project/typeguard 2021-02-16 20:04:08.000 158.0 557177.0 558392.0 https://anaconda.org/conda-forge/typeguard 2021-02-17 00:33:38.677 31601.0 3.0
119 117 asv https://github.com/airspeed-velocity/asv Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. testing 25 True airspeed-velocity/asv https://github.com/airspeed-velocity/asv BSD-3-Clause 2013-11-07 20:43:31.000 2021-02-16 18:17:19.627 2020-12-22 14:28:12.000 121.0 300.0 570.0 2020-05-16 12:35:26.000 0.4.2 16.0 53.0 conda-forge/asv asv 103.0 1887.0 225.0 137.0 https://pypi.org/project/asv 2020-05-16 12:33:41.000 88.0 6966.0 13888.0 https://anaconda.org/conda-forge/asv 2021-02-16 18:17:19.627 346100.0 3.0
120 118 pytest-watch https://github.com/joeyespo/pytest-watch Local continuous test runner with pytest and watchdog. testing 25 False joeyespo/pytest-watch https://github.com/joeyespo/pytest-watch MIT 2015-01-12 02:08:20.000 2021-01-29 17:57:16.000 2019-06-15 20:36:43.000 49.0 40.0 553.0 2018-05-20 19:52:16.000 4.2.0 17.0 16.0 conda-forge/pytest-watch pytest-watch 30.0 183.0 2805.0 2023.0 https://pypi.org/project/pytest-watch 2018-05-20 19:52:16.000 782.0 77618.0 78558.0 https://anaconda.org/conda-forge/pytest-watch 2021-01-18 20:02:36.906 35750.0 3.0 ['pytest']
121 119 PyHamcrest https://github.com/hamcrest/PyHamcrest Hamcrest matchers for Python. testing 25 True hamcrest/PyHamcrest https://github.com/hamcrest/PyHamcrest BSD-3-Clause 2010-12-24 02:55:56.000 2021-03-12 17:18:45.000 2021-03-08 10:35:21.000 79.0 47.0 538.0 2020-03-02 14:42:32.000 2.0.2 22.0 34.0 conda-forge/pyhamcrest pyhamcrest 10.0 3392.0 https://pypi.org/project/pyhamcrest 2020-03-02 14:42:32.000 3392.0 660710.0 666518.0 https://anaconda.org/conda-forge/pyhamcrest 2020-03-02 15:36:14.195 336905.0 3.0
122 120 autoflake https://github.com/myint/autoflake Removes unused imports and unused variables as reported by pyflakes. refactoring 25 True myint/autoflake https://github.com/myint/autoflake MIT 2012-12-27 03:40:17.000 2021-03-05 19:05:51.000 2020-12-27 17:36:40.000 40.0 32.0 362.0 2019-08-04 15:14:24.000 1.3.1 36.0 17.0 conda-forge/autoflake autoflake 23.0 439.0 2548.0 1968.0 https://pypi.org/project/autoflake 2019-08-04 15:14:24.000 580.0 217077.0 220726.0 https://anaconda.org/conda-forge/autoflake 2019-04-25 16:08:45.978 83942.0 2.0
123 121 sphinx-autobuild https://github.com/executablebooks/sphinx-autobuild Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a livereload enabled.. documentation 25 True executablebooks/sphinx-autobuild https://github.com/executablebooks/sphinx-autobuild MIT 2013-12-25 17:09:56.000 2021-03-14 17:15:24.297 2021-03-14 13:43:08.000 47.0 44.0 310.0 2021-03-14 13:46:47.000 2021.3.14 15.0 17.0 conda-forge/sphinx-autobuild sphinx-autobuild 11.0 4682.0 https://pypi.org/project/sphinx-autobuild 2021-03-14 13:46:47.000 4682.0 72671.0 73603.0 https://anaconda.org/conda-forge/sphinx-autobuild 2021-03-14 17:15:24.297 43818.0 2.0 ['sphinx']
124 122 flake8-import-order https://github.com/PyCQA/flake8-import-order Flake8 plugin that checks import order against various Python Style Guides. linters 25 True PyCQA/flake8-import-order https://github.com/PyCQA/flake8-import-order LGPL-3.0 2014-03-16 12:46:09.000 2021-03-12 04:22:24.000 2020-08-04 12:21:12.000 61.0 83.0 233.0 2019-03-04 08:39:11.000 0.18.1 34.0 40.0 conda-forge/flake8-import-order flake8-import-order 11.0 274.0 1892.0 https://pypi.org/project/flake8-import-order 2019-03-04 08:39:11.000 1892.0 167247.0 170787.0 https://anaconda.org/conda-forge/flake8-import-order 2019-03-06 03:48:48.199 184102.0 2.0 ['flake8']
125 123 check-manifest https://github.com/mgedmin/check-manifest Tool to check the completeness of MANIFEST.in for Python packages. linters 25 True mgedmin/check-manifest https://github.com/mgedmin/check-manifest MIT 2013-03-05 15:27:20.000 2021-01-27 10:20:48.000 2021-01-27 10:19:52.000 29.0 70.0 222.0 40.0 18.0 conda-forge/check-manifest check-manifest 14.0 517.0 6359.0 4555.0 https://pypi.org/project/check-manifest 2021-01-04 14:37:14.000 1804.0 96357.0 97204.0 https://anaconda.org/conda-forge/check-manifest 2021-01-04 16:36:49.618 22883.0 2.0
126 124 better-exceptions https://github.com/Qix-/better-exceptions Pretty and useful exceptions in Python, automatically. logging 24 True Qix-/better-exceptions https://github.com/Qix-/better-exceptions MIT 2017-03-12 11:23:04.000 2021-01-29 16:48:55.000 2021-01-29 16:48:11.000 192.0 40.0 3888.0 2021-01-29 16:48:55.000 0.3.3 16.0 14.0 better-exceptions 29.0 97.0 74.0 https://pypi.org/project/better-exceptions 2021-01-29 16:48:55.000 74.0 18647.0 18647.0 3.0
127 125 notifiers https://github.com/liiight/notifiers The easy way to send notifications. logging 24 True liiight/notifiers https://github.com/liiight/notifiers MIT 2017-06-01 10:20:18.000 2021-03-01 16:36:45.000 2020-12-30 22:21:45.000 69.0 52.0 1809.0 2019-10-05 13:00:41.000 1.2.1 26.0 14.0 notifiers 35.0 377.0 119.0 113.0 https://pypi.org/project/notifiers 2019-10-05 13:00:41.000 6.0 143291.0 143291.0 3.0
128 126 uiautomator https://github.com/xiaocong/uiautomator Python wrapper of Android uiautomator test tool. testing 24 True xiaocong/uiautomator https://github.com/xiaocong/uiautomator MIT 2013-08-18 03:38:50.000 2020-12-29 05:34:09.000 2020-11-16 01:36:32.000 571.0 114.0 1652.0 2020-11-16 03:43:07.000 1.0.2 41.0 13.0 uiautomator 165.0 316.0 303.0 181.0 https://pypi.org/project/uiautomator 2020-11-16 03:43:07.000 122.0 4066.0 4066.0 3.0
129 127 mamba https://github.com/mamba-org/mamba The Fast Cross-Platform Package Manager. dependency-managers 24 True mamba-org/mamba https://github.com/mamba-org/mamba BSD-3-Clause 2019-03-05 13:05:10.000 2021-03-18 13:34:09.000 2021-03-17 07:20:37.000 73.0 284.0 1292.0 61.0 41.0 conda-forge/mamba 98.0 1059.0 306.0 306.0 23676.0 https://anaconda.org/conda-forge/mamba 2021-03-12 13:45:28.524 568237.0 3.0
130 128 stackprinter https://github.com/cknd/stackprinter Debugging-friendly exceptions for Python. logging 24 True cknd/stackprinter https://github.com/cknd/stackprinter MIT 2018-09-05 10:58:47.000 2021-03-17 13:36:31.000 2021-01-01 18:48:26.000 31.0 13.0 1131.0 2020-10-31 13:10:42.000 0.2.5 14.0 6.0 stackprinter 9.0 159.0 54.0 50.0 https://pypi.org/project/stackprinter 2020-10-31 13:06:59.000 4.0 28318.0 28318.0 3.0
131 129 pylama https://github.com/klen/pylama Code audit tool for python. linters 24 False klen/pylama https://github.com/klen/pylama LGPL-3.0 2012-08-17 10:10:10.000 2021-02-03 20:47:36.000 2019-04-10 18:20:19.000 77.0 53.0 768.0 2019-04-10 18:20:47.000 7.7.1 99.0 41.0 pylama 72.0 689.0 3267.0 2263.0 https://pypi.org/project/pylama 2019-04-10 18:20:47.000 1004.0 53103.0 53103.0 3.0
132 130 pympler https://github.com/pympler/pympler Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application. profiling 24 True pympler/pympler https://github.com/pympler/pympler Apache-2.0 2012-10-04 23:35:16.000 2020-12-22 22:15:18.000 2020-10-15 19:16:49.000 67.0 46.0 748.0 2016-03-31 11:48:42.000 0.4.3 15.0 26.0 conda-forge/pympler pympler 32.0 443.0 478.0 https://pypi.org/project/pympler 2020-10-14 20:27:50.000 478.0 106684.0 110094.0 https://anaconda.org/conda-forge/pympler 2020-10-14 22:08:39.935 163693.0 3.0
133 131 green https://github.com/CleanCut/green Green is a clean, colorful, fast python test runner. testing 24 True CleanCut/green https://github.com/CleanCut/green MIT 2014-04-01 20:08:18.000 2020-12-14 17:20:18.000 2020-12-14 17:20:18.000 73.0 159.0 691.0 2020-11-23 18:43:18.000 3.2.5 139.0 37.0 conda-forge/green green 12.0 1036.0 922.0 564.0 https://pypi.org/project/green 2020-11-23 18:43:18.000 358.0 5095.0 6752.0 https://anaconda.org/conda-forge/green 2020-11-12 18:09:27.157 69615.0 3.0
134 132 nox https://github.com/theacodes/nox Flexible test automation for Python. testing 24 True theacodes/nox https://github.com/theacodes/nox Apache-2.0 2016-02-24 04:02:58.000 2021-03-14 22:22:18.000 2021-03-12 03:04:12.000 86.0 164.0 509.0 2021-01-01 01:16:23.000 2020.12.31 18.0 55.0 conda-forge/nox nox 50.0 539.0 483.0 https://pypi.org/project/nox 2021-01-01 01:16:23.000 56.0 111665.0 112388.0 https://anaconda.org/conda-forge/nox 2021-01-06 20:13:32.270 20974.0 3.0 ['pytest']
135 133 Mamba Test Runner https://github.com/nestorsalceda/mamba The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD). testing 24 True nestorsalceda/mamba https://github.com/nestorsalceda/mamba MIT 2013-03-12 18:53:42.000 2021-02-11 15:40:58.000 2020-11-16 12:31:58.000 61.0 52.0 462.0 2020-11-16 12:36:24.000 0.11.2 21.0 22.0 mamba 45.0 468.0 220.0 https://pypi.org/project/mamba 2020-11-16 12:35:41.000 220.0 7590.0 7590.0 3.0
136 134 paver https://github.com/paver/paver Python-based project scripting. build-tools 24 True paver/paver https://github.com/paver/paver BSD-3-Clause 2010-11-11 09:43:52.000 2020-12-29 19:27:26.000 2020-12-29 19:24:52.000 76.0 90.0 439.0 2017-12-31 01:13:41.000 1.3.4 28.0 44.0 conda-forge/paver paver 36.0 525.0 1908.0 https://pypi.org/project/paver 2017-12-31 01:13:41.000 1908.0 27954.0 28348.0 https://anaconda.org/conda-forge/paver 2018-07-24 12:48:36.122 20503.0 3.0
137 135 mypy-protobuf https://github.com/dropbox/mypy-protobuf open source tools to generate mypy stubs from protobufs. linters 24 True dropbox/mypy-protobuf https://github.com/dropbox/mypy-protobuf Apache-2.0 2017-12-11 21:55:05.000 2021-02-25 22:40:31.000 2021-02-25 22:40:31.000 51.0 58.0 337.0 29.0 27.0 mypy-protobuf 10.0 252.0 224.0 200.0 https://pypi.org/project/mypy-protobuf 2021-02-04 23:42:23.000 24.0 357084.0 357084.0 3.0
138 136 darglint https://github.com/terrencepreilly/darglint A python documentation linter which checks that the docstring description matches the definition. linters 24 True terrencepreilly/darglint https://github.com/terrencepreilly/darglint MIT 2017-09-25 14:11:21.000 2021-03-04 04:30:43.000 2021-02-22 05:33:05.000 25.0 86.0 285.0 2021-01-30 20:56:42.000 1.6.0 47.0 20.0 conda-forge/darglint darglint 35.0 474.0 336.0 316.0 https://pypi.org/project/darglint 2021-02-22 05:24:56.000 20.0 56680.0 57186.0 https://anaconda.org/conda-forge/darglint 2021-02-22 07:20:19.625 9124.0 3.0
139 137 py2exe https://github.com/py2exe/py2exe A distutils extension to create standalone Windows programs from Python code. packaging 24 True py2exe/py2exe https://github.com/py2exe/py2exe MIT 2019-03-11 13:16:35.000 2021-03-14 10:54:05.000 2021-03-13 14:41:37.000 31.0 59.0 188.0 2021-03-13 15:09:17.000 0.10.3.0 8.0 13.0 py2exe 6.0 945.0 1400.0 1054.0 https://pypi.org/project/py2exe 2021-03-13 15:14:28.000 346.0 15493.0 15834.0 2.0 8200.0
140 138 flake8-quotes https://github.com/zheller/flake8-quotes Flake8 extension for checking quotes in python. linters 24 True zheller/flake8-quotes https://github.com/zheller/flake8-quotes MIT 2014-03-10 00:05:08.000 2020-06-06 07:55:44.000 2020-05-12 23:46:18.000 32.0 39.0 123.0 2020-05-12 23:46:28.000 3.2.0 37.0 28.0 conda-forge/flake8-quotes flake8-quotes 3.0 99.0 4277.0 2873.0 https://pypi.org/project/flake8-quotes 2020-05-12 23:46:28.000 1404.0 208350.0 211350.0 https://anaconda.org/conda-forge/flake8-quotes 2020-05-13 00:39:59.431 162026.0 3.0 ['flake8']
141 139 flake8-isort https://github.com/gforcada/flake8-isort flake8 plugin that integrates isort. linters 24 True gforcada/flake8-isort https://github.com/gforcada/flake8-isort GPL-2.0 2015-09-12 19:25:34.000 2021-02-05 16:31:25.000 2020-08-11 08:04:26.000 34.0 37.0 104.0 2020-08-11 08:04:21.000 4.0.0 31.0 28.0 conda-forge/flake8-isort flake8-isort 7.0 257.0 3502.0 2574.0 https://pypi.org/project/flake8-isort 2020-08-11 08:04:21.000 928.0 151198.0 151813.0 https://anaconda.org/conda-forge/flake8-isort 2020-08-11 09:43:27.627 10469.0 3.0 ['flake8']
142 140 gdbgui https://github.com/cs01/gdbgui Browser-based frontend to gdb (gnu debugger). Add breakpoints, view the stack, visualize data structures, and more in.. debugging 23 True cs01/gdbgui https://github.com/cs01/gdbgui GPL-3.0 2016-10-27 03:19:25.000 2021-03-09 00:54:17.000 2020-12-21 02:51:39.000 457.0 154.0 7851.0 2020-12-21 03:07:33.000 0.14.0.2 90.0 35.0 gdbgui 111.0 420.0 74.0 72.0 https://pypi.org/project/gdbgui 2020-12-21 02:53:00.000 2.0 7413.0 7766.0 3.0 2827.0
143 141 Scalene https://github.com/plasma-umass/scalene Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python. profiling 23 True emeryberger/scalene https://github.com/plasma-umass/scalene Apache-2.0 2019-12-17 20:56:28.000 2021-03-17 20:58:09.000 2021-03-17 20:58:09.000 136.0 61.0 3817.0 2021-03-10 22:44:06.000 1.3.0 94.0 18.0 scalene 22.0 1145.0 33.0 33.0 https://pypi.org/project/scalene 2021-03-10 22:44:06.000 0.0 1375.0 1375.0 3.0 plasma-umass/scalene
144 142 vprof https://github.com/nvdv/vprof Visual profiler for Python. profiling 23 True nvdv/vprof https://github.com/nvdv/vprof BSD-2-Clause 2015-06-29 03:59:39.000 2021-02-20 07:50:28.000 2021-02-20 07:47:40.000 165.0 56.0 3726.0 2018-06-24 14:16:36.000 0.37.6 24.0 17.0 vprof 23.0 619.0 89.0 71.0 https://pypi.org/project/vprof 2020-02-29 13:31:59.000 18.0 1740.0 1740.0 3.0
145 143 rebound https://github.com/shobrook/rebound Command-line tool that instantly fetches Stack Overflow results when an exception is thrown. logging 23 True shobrook/rebound https://github.com/shobrook/rebound MIT 2017-05-29 17:11:25.872 2021-02-12 20:08:59.862 2021-01-04 03:14:37.000 327.0 38.0 3499.0 2021-02-12 16:01:26.000 3.16.0 164.0 16.0 conda-forge/rebound rebound 20.0 166.0 32.0 18.0 https://pypi.org/project/rebound 2021-02-12 16:01:26.000 14.0 687.0 2992.0 https://anaconda.org/conda-forge/rebound 2021-02-12 20:08:59.862 105862.0 3.0 160.0
146 144 pipx https://github.com/pipxproject/pipx Install and Run Python Applications in Isolated Environments. dependency-managers 23 True pipxproject/pipx https://github.com/pipxproject/pipx MIT 2018-10-06 18:47:46.000 2021-03-18 01:11:15.000 2021-03-18 01:11:15.000 150.0 295.0 3317.0 2021-02-26 02:43:19.000 0.16.1.0 41.0 53.0 pipx 67.0 426.0 4.0 https://pypi.org/project/pipx 2021-01-16 08:17:57.000 4.0 20947.0 20947.0 3.0
147 145 MonkeyType https://github.com/Instagram/MonkeyType A system for Python that generates static type annotations by collecting runtime types. refactoring 23 True Instagram/MonkeyType https://github.com/Instagram/MonkeyType BSD-3-Clause 2017-07-11 00:19:00.000 2021-03-08 18:14:34.000 2021-03-08 18:14:34.000 122.0 102.0 3301.0 2020-05-18 19:40:30.000 20.5.0 20.0 36.0 conda-forge/monkeytype monkeytype 31.0 270.0 148.0 114.0 https://pypi.org/project/monkeytype 2020-05-18 19:40:30.000 34.0 7038.0 7810.0 https://anaconda.org/conda-forge/monkeytype 2020-05-19 00:57:07.937 29342.0 2.0
148 146 alive-progress https://github.com/rsalmei/alive-progress A new kind of Progress Bar, with real time throughput, eta and very cool animations!. logging 23 True rsalmei/alive-progress https://github.com/rsalmei/alive-progress MIT 2019-08-05 05:54:30.000 2021-03-04 02:57:46.000 2021-01-08 01:36:09.000 72.0 41.0 2075.0 2021-01-08 01:37:28.000 1.6.2 19.0 1.0 conda-forge/alive-progress alive-progress 17.0 246.0 245.0 245.0 https://pypi.org/project/alive-progress 2021-01-08 01:37:28.000 0.0 5607.0 6081.0 https://anaconda.org/conda-forge/alive-progress 2021-01-08 03:33:35.990 6165.0 3.0
149 147 pytest-testinfra https://github.com/pytest-dev/pytest-testinfra Testinfra test your infrastructures. testing 23 True pytest-dev/pytest-testinfra https://github.com/pytest-dev/pytest-testinfra Apache-2.0 2015-03-15 20:49:52.000 2021-03-15 14:56:55.000 2021-03-15 14:56:54.000 266.0 194.0 1861.0 2020-11-12 20:35:38.000 6.1.0 3.0 102.0 pytest-testinfra 107.0 655.0 0.0 https://pypi.org/project/pytest-testinfra 2020-11-12 20:35:38.000 0.0 45710.0 45710.0 3.0 ['pytest']
150 148 Bowler https://github.com/facebookincubator/Bowler Safe code refactoring for modern Python. refactoring 23 True facebookincubator/Bowler https://github.com/facebookincubator/Bowler MIT 2018-06-07 21:44:17.000 2021-03-01 11:41:45.000 2021-02-21 23:09:11.000 85.0 34.0 1269.0 2020-09-17 01:55:39.000 0.9.0 8.0 26.0 conda-forge/bowler bowler 46.0 182.0 10.0 https://pypi.org/project/bowler 2020-09-17 01:55:39.000 10.0 29685.0 30005.0 https://anaconda.org/conda-forge/bowler 2019-06-12 18:37:14.246 8964.0 2.0
151 149 pyarmor https://github.com/dashingsoft/pyarmor A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts. security 23 False dashingsoft/pyarmor https://github.com/dashingsoft/pyarmor SGI-B-2.0 2017-08-26 04:11:53.000 2021-03-14 21:45:13.000 2021-03-14 21:45:07.000 118.0 462.0 886.0 2021-02-28 23:41:29.000 6.6.2 218.0 14.0 pyarmor 14.0 3068.0 177.0 167.0 https://pypi.org/project/pyarmor 2021-02-01 05:33:37.000 10.0 20707.0 20707.0 3.0 18.0
152 150 pdoc https://github.com/mitmproxy/pdoc API Documentation for Python Projects. documentation 23 True mitmproxy/pdoc https://github.com/mitmproxy/pdoc Unlicense 2013-08-04 21:12:50.000 2021-03-17 18:32:28.000 2021-03-17 18:32:28.000 100.0 144.0 853.0 2021-03-10 16:59:08.000 6.4.0 54.0 27.0 pdoc 3.0 580.0 292.0 https://pypi.org/project/pdoc 2021-03-10 16:59:08.000 288.0 11038.0 11038.0 3.0
153 151 redbaron https://github.com/PyCQA/redbaron Bottom-up approach to refactoring in python. refactoring 23 False pycqa/redbaron https://github.com/PyCQA/redbaron LGPL-3.0+ 2014-03-23 05:34:39.000 2020-12-13 18:51:56.000 2019-08-11 17:42:44.000 66.0 46.0 573.0 2019-03-17 19:03:54.000 0.9.2 15.0 34.0 redbaron 59.0 1669.0 430.0 258.0 https://pypi.org/project/redbaron 2019-03-17 18:59:01.000 172.0 12139.0 12139.0 2.0
154 152 pytest-randomly https://github.com/pytest-dev/pytest-randomly Pytest plugin to randomly order tests and control random.seed. testing 23 True pytest-dev/pytest-randomly https://github.com/pytest-dev/pytest-randomly MIT 2016-04-08 15:48:10.000 2021-03-15 18:41:30.000 2021-03-15 18:41:30.000 21.0 29.0 284.0 2020-11-16 10:02:15.000 3.5.0 20.0 15.0 pytest-randomly 7.0 214.0 https://pypi.org/project/pytest-randomly 2020-11-16 10:02:15.000 214.0 256522.0 256522.0 3.0
155 153 baron https://github.com/PyCQA/baron IDE allow you to refactor code, Baron allows you to write refactoring code. refactoring 23 False PyCQA/baron https://github.com/PyCQA/baron LGPL-3.0 2013-03-21 12:19:00.000 2021-01-31 10:24:10.000 2020-02-10 02:47:14.000 50.0 29.0 254.0 2019-02-25 23:55:38.000 0.8 19.0 31.0 baron 46.0 1489.0 253.0 141.0 https://pypi.org/project/baron 2019-02-01 15:17:04.000 112.0 12161.0 12161.0 2.0
156 154 docformatter https://github.com/myint/docformatter Formats docstrings to follow PEP 257. formatters 23 True myint/docformatter https://github.com/myint/docformatter MIT 2012-05-26 21:40:48.000 2021-02-24 19:10:00.000 2020-12-27 18:10:35.000 28.0 22.0 203.0 2019-11-10 16:23:03.000 1.3.1 48.0 15.0 docformatter 26.0 441.0 631.0 521.0 https://pypi.org/project/docformatter 2020-12-27 18:11:12.000 110.0 28301.0 28301.0 3.0
157 155 flake8-eradicate https://github.com/wemake-services/flake8-eradicate Flake8 plugin to find commented out or dead code. linters 23 True wemake-services/flake8-eradicate https://github.com/wemake-services/flake8-eradicate MIT 2018-09-21 06:58:51.000 2021-03-15 02:14:37.000 2021-03-15 02:14:37.000 6.0 24.0 183.0 2020-10-12 08:27:22.000 1.0.0 10.0 9.0 flake8-eradicate 2.0 279.0 72.0 https://pypi.org/project/flake8-eradicate 2020-10-12 08:26:40.000 72.0 76032.0 76032.0 3.0 ['flake8']
158 156 flake8-commas https://github.com/PyCQA/flake8-commas Flake8 extension for enforcing trailing commas in python. linters 23 False PyCQA/flake8-commas https://github.com/PyCQA/flake8-commas MIT 2015-12-16 09:25:13.000 2021-02-14 21:22:27.000 2019-06-17 12:14:38.000 19.0 25.0 120.0 2018-03-19 16:49:31.000 2.0.0 19.0 9.0 flake8-commas 5.0 165.0 1885.0 1335.0 https://pypi.org/project/flake8-commas 2018-03-19 16:49:31.000 550.0 122486.0 122486.0 3.0 ['flake8']
159 157 py2app https://github.com/ronaldoussoren/py2app py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins.. packaging 23 True ronaldoussoren/py2app https://github.com/ronaldoussoren/py2app MIT 2020-01-14 11:27:41.000 2021-01-23 10:48:57.000 2021-01-23 10:47:31.000 6.0 193.0 117.0 2020-09-16 09:18:09.000 0.22 38.0 24.0 py2app 139.0 595.0 5217.0 3575.0 https://pypi.org/project/py2app 2021-01-02 09:31:59.000 1642.0 8811.0 8811.0 2.0
160 158 asteval https://github.com/newville/asteval minimalistic evaluator of python expression using ast module. ast 23 True newville/asteval https://github.com/newville/asteval MIT 2012-03-31 22:10:33.000 2021-02-27 14:24:12.922 2021-02-26 19:39:34.000 27.0 42.0 116.0 2021-02-26 19:45:01.000 0.9.23 23.0 16.0 conda-forge/asteval asteval 4.0 381.0 740.0 502.0 https://pypi.org/project/asteval 2021-02-26 19:45:01.000 238.0 46728.0 48929.0 https://anaconda.org/conda-forge/asteval 2021-02-27 14:24:12.922 116669.0 3.0
161 159 xdoctest https://github.com/Erotemic/xdoctest A rewrite of Python's builtin doctest module (with pytest plugin integration) but without all the weirdness. testing 23 True Erotemic/xdoctest https://github.com/Erotemic/xdoctest Apache-2.0 2017-09-24 01:59:02.000 2021-02-19 04:28:57.000 2021-02-19 04:28:57.000 5.0 16.0 89.0 2021-01-29 16:18:48.000 0.15.4 56.0 5.0 xdoctest 16.0 585.0 865.0 813.0 https://pypi.org/project/xdoctest 2021-01-29 16:18:48.000 52.0 21498.0 21498.0 3.0 conda-forge/xdoctest
162 160 Bpytop https://github.com/aristocratos/bpytop Linux/OSX/FreeBSD resource monitor. profiling 22 True aristocratos/bpytop https://github.com/aristocratos/bpytop Apache-2.0 2020-07-01 17:41:25.000 2021-03-15 13:42:54.000 2021-02-21 13:51:39.000 218.0 179.0 5917.0 2021-02-21 13:51:43.000 1.0.63 48.0 27.0 bpytop 36.0 368.0 https://pypi.org/project/bpytop 2021-02-21 13:51:43.000 5641.0 5641.0 3.0
163 161 icecream https://github.com/gruns/icecream Never use print() to debug again. debugging 22 True gruns/icecream https://github.com/gruns/icecream MIT 2018-02-13 18:56:12.000 2021-03-10 20:39:27.000 2021-03-10 20:39:24.000 57.0 32.0 2364.0 2021-01-27 01:30:01.000 2.1.0 14.0 11.0 icecream 13.0 185.0 6.0 https://pypi.org/project/icecream 2021-01-27 01:30:01.000 6.0 11757.0 11757.0 3.0
164 162 dephell https://github.com/dephell/dephell Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build.. dependency-managers 22 True dephell/dephell https://github.com/dephell/dephell MIT 2018-08-31 17:39:18.000 2021-01-11 21:31:40.000 2021-01-11 21:31:39.000 96.0 161.0 1683.0 2020-04-28 06:31:17.000 .0.8.3 30.0 37.0 dephell 100.0 2145.0 8.0 https://pypi.org/project/dephell 2020-04-28 06:29:24.000 8.0 9680.0 9685.0 3.0 123.0
165 163 sixpack https://github.com/sixpack/sixpack Sixpack is a language-agnostic a/b-testing framework. testing 22 True sixpack/sixpack https://github.com/sixpack/sixpack BSD-2-Clause 2012-11-15 00:01:06.000 2021-01-21 06:05:38.000 2020-08-26 00:32:16.000 185.0 125.0 1678.0 2017-11-22 14:27:35.000 2.7.0 37.0 56.0 sixpack 88.0 828.0 12.0 8.0 https://pypi.org/project/sixpack 2017-11-22 14:27:35.000 4.0 154.0 154.0 3.0
166 164 pyupgrade https://github.com/asottile/pyupgrade A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language. refactoring 22 True asottile/pyupgrade https://github.com/asottile/pyupgrade MIT 2017-02-28 17:50:31.000 2021-03-18 13:42:14.000 2021-03-16 04:15:21.000 58.0 150.0 882.0 2021-02-08 00:10:45.000 2.10.0 85.0 14.0 conda-forge/pyupgrade pyupgrade 21.0 609.0 10.0 https://pypi.org/project/pyupgrade 2021-02-08 00:10:45.000 10.0 38607.0 45330.0 https://anaconda.org/conda-forge/pyupgrade 2021-03-16 07:04:48.838 174818.0 3.0
167 165 pynsist https://github.com/takluyver/pynsist Build Windows installers for Python applications. packaging 22 True takluyver/pynsist https://github.com/takluyver/pynsist MIT 2014-03-30 19:11:21.000 2021-02-09 10:21:43.000 2020-12-11 22:53:20.000 95.0 124.0 681.0 2020-07-03 08:11:24.000 2.5.1 20.0 26.0 pynsist 23.0 532.0 88.0 https://pypi.org/project/pynsist 2020-11-05 21:10:48.000 88.0 1334.0 1334.0 3.0
168 166 cx_Freeze https://github.com/marcelotduarte/cx_Freeze Create standalone executables from Python scripts, with the same performance and is cross-platform. packaging 22 True marcelotduarte/cx_Freeze https://github.com/marcelotduarte/cx_Freeze PSF-2.0 2017-01-22 04:25:52.000 2021-03-18 07:33:31.000 2021-03-18 07:32:47.000 143.0 544.0 669.0 2021-01-24 10:58:47.000 6.5.3 15.0 88.0 conda-forge/cx_freeze cx_freeze 73.0 153.0 https://pypi.org/project/cx_freeze 2017-12-16 18:09:35.000 153.0 16516.0 18614.0 https://anaconda.org/conda-forge/cx_freeze 2021-02-21 18:55:46.284 54565.0 3.0
169 167 python-hunter https://github.com/ionelmc/python-hunter Hunter is a flexible code tracing toolkit. debugging 22 True ionelmc/python-hunter https://github.com/ionelmc/python-hunter BSD-2-Clause 2015-03-16 18:03:16.000 2021-03-18 12:42:46.000 2021-03-18 12:42:40.000 27.0 46.0 599.0 2020-10-24 15:25:27.000 3.3.1 41.0 7.0 hunter 34.0 906.0 90.0 56.0 https://pypi.org/project/hunter 2020-10-24 15:25:27.000 34.0 5042.0 5042.0 3.0
170 168 pytest-testmon https://github.com/tarpas/pytest-testmon Selects tests affected by changed files. Continous test runner when used with pytest-watch. testing 22 True tarpas/pytest-testmon https://github.com/tarpas/pytest-testmon AGPL-3.0 2015-02-02 14:21:10.000 2021-02-19 17:41:01.000 2021-02-16 10:23:24.000 28.0 71.0 470.0 2020-08-05 15:08:20.000 1.0.3 33.0 16.0 conda-forge/pytest-testmon pytest-testmon 33.0 272.0 367.0 269.0 https://pypi.org/project/pytest-testmon 2020-08-05 14:56:03.000 98.0 25655.0 26408.0 https://anaconda.org/conda-forge/pytest-testmon 2019-08-03 00:17:17.063 27883.0 3.0 ['pytest']
171 169 flake8-comprehensions https://github.com/adamchainz/flake8-comprehensions A flake8 plugin to help you write better list/set/dict comprehensions. linters 22 True adamchainz/flake8-comprehensions https://github.com/adamchainz/flake8-comprehensions MIT 2016-04-05 12:15:56.000 2021-03-18 11:33:49.000 2021-03-18 11:33:25.000 13.0 30.0 252.0 2021-03-18 11:33:43.000 3.4.0 26.0 10.0 conda-forge/flake8-comprehensions flake8-comprehensions 7.0 714.0 https://pypi.org/project/flake8-comprehensions 2021-03-18 11:33:43.000 714.0 204244.0 209799.0 https://anaconda.org/conda-forge/flake8-comprehensions 2020-12-20 00:33:24.687 288900.0 3.0 ['flake8']
172 170 interrogate https://github.com/econchick/interrogate Explain yourself! Interrogate a codebase for docstring coverage. documentation 22 True econchick/interrogate https://github.com/econchick/interrogate MIT 2020-04-24 02:33:25.000 2021-03-15 07:06:13.000 2020-11-03 22:08:37.000 17.0 16.0 245.0 2020-11-03 22:11:18.000 1.3.2 12.0 8.0 interrogate 11.0 122.0 417.0 417.0 https://pypi.org/project/interrogate 2020-11-03 22:11:18.000 0.0 19590.0 19590.0 3.0
173 171 releases https://github.com/bitprophet/releases A powerful Sphinx changelog-generating extension. documentation 22 False bitprophet/releases https://github.com/bitprophet/releases BSD-2-Clause 2013-09-16 03:56:37.000 2020-01-30 01:07:19.000 2020-01-26 03:27:03.000 38.0 42.0 154.0 2020-01-11 00:29:49.000 1.6.3 32.0 10.0 releases 30.0 520.0 1033.0 327.0 https://pypi.org/project/releases 2020-01-11 00:29:49.000 706.0 3993.0 3993.0 3.0 ['sphinx']
174 172 memory_profiler https://github.com/fabianp/memory_profiler Monitor Memory usage of Python code. profiling 22 False fabianp/memory_profiler https://github.com/fabianp/memory_profiler BSD-3-Clause 2016-05-26 17:45:08.632 2020-10-20 18:00:58.207 2018-06-28 13:35:12.000 11.0 60.0 2018-08-16 03:16:49.000 0.54.0 52.0 61.0 conda-forge/memory_profiler memory_profiler 500.0 534.0 https://pypi.org/project/memory_profiler 2018-08-16 03:16:49.000 534.0 122284.0 124164.0 https://anaconda.org/conda-forge/memory_profiler 2020-10-20 18:00:58.207 109052.0 3.0
175 173 pyt https://github.com/python-security/pyt A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications. security 21 True python-security/pyt https://github.com/python-security/pyt GPL-2.0 2016-10-26 15:34:48.000 2020-12-25 03:47:37.000 2020-03-08 21:43:06.000 224.0 75.0 2028.0 2018-11-01 16:02:57.000 0.42 15.0 22.0 python-taint 19.0 1576.0 62.0 40.0 https://pypi.org/project/python-taint 2018-11-01 16:02:04.000 22.0 886.0 888.0 3.0 59.0
176 174 pyannotate https://github.com/dropbox/pyannotate Auto-generate PEP-484 annotations. refactoring 21 True dropbox/pyannotate https://github.com/dropbox/pyannotate Apache-2.0 2017-11-13 20:18:08.000 2021-02-06 00:39:39.000 2020-11-10 12:27:42.000 42.0 33.0 1183.0 2019-09-16 15:37:03.000 1.2.0 9.0 15.0 pyannotate 25.0 93.0 83.0 57.0 https://pypi.org/project/pyannotate 2019-09-16 15:37:03.000 26.0 1671.0 1671.0 3.0
177 175 shiv https://github.com/linkedin/shiv shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all.. packaging 21 True linkedin/shiv https://github.com/linkedin/shiv BSD-2-Clause 2018-03-13 18:46:23.000 2021-03-15 22:46:50.000 2021-03-15 22:46:50.000 63.0 55.0 1155.0 2020-10-19 03:49:16.000 0.4.0 53.0 30.0 shiv 26.0 10.0 https://pypi.org/project/shiv 2020-10-19 03:49:16.000 10.0 2015.0 2020.0 3.0 118.0
178 176 pycco https://github.com/pycco-docs/pycco Literate-style documentation generator. documentation 21 False pycco-docs/pycco https://github.com/pycco-docs/pycco MIT 2010-06-29 07:02:31.000 2019-12-20 19:59:53.000 2019-12-20 19:59:49.000 129.0 28.0 739.0 2018-07-25 01:42:48.000 0.6.0 11.0 36.0 pycco 26.0 222.0 435.0 211.0 https://pypi.org/project/pycco 2018-07-25 01:42:48.000 224.0 833.0 833.0 3.0
179 177 data-science-types https://github.com/predictive-analytics-lab/data-science-types Mypy stubs, i.e., type information, for numpy, pandas and matplotlib. linters 21 True predictive-analytics-lab/data-science-types https://github.com/predictive-analytics-lab/data-science-types Apache-2.0 2019-09-20 11:45:49.000 2021-02-16 17:29:01.000 2021-02-16 17:29:00.000 59.0 23.0 180.0 2021-02-16 16:47:31.000 0.2.23 26.0 44.0 data-science-types 39.0 446.0 0.0 https://pypi.org/project/data-science-types 2021-02-16 16:45:03.000 0.0 9251.0 9251.0 3.0
180 178 dodgy https://github.com/landscapeio/dodgy Looks at Python code to search for things which look dodgy such as passwords or diffs. security 21 False landscapeio/dodgy https://github.com/landscapeio/dodgy MIT 2013-12-25 12:22:20.000 2020-09-30 08:09:38.000 2019-12-31 16:45:20.000 15.0 2.0 88.0 2019-12-31 16:44:58.000 0.2.1 10.0 11.0 conda-forge/dodgy dodgy 8.0 64.0 1794.0 1270.0 https://pypi.org/project/dodgy 2019-12-31 16:44:58.000 524.0 68922.0 69322.0 https://anaconda.org/conda-forge/dodgy 2020-06-10 17:10:06.579 22003.0 3.0
181 179 flake8-builtins https://github.com/gforcada/flake8-builtins Check for python builtins being used as variables or parameters. linters 21 True gforcada/flake8-builtins https://github.com/gforcada/flake8-builtins GPL-2.0 2016-03-02 00:26:51.000 2020-10-26 15:39:53.000 2020-08-11 08:34:28.000 15.0 30.0 59.0 2020-05-14 10:45:01.000 1.5.3 23.0 13.0 conda-forge/flake8-builtins flake8-builtins 2.0 209.0 2225.0 1713.0 https://pypi.org/project/flake8-builtins 2020-05-14 10:45:01.000 512.0 142378.0 144445.0 https://anaconda.org/conda-forge/flake8-builtins 2020-05-18 15:22:26.836 107513.0 3.0 ['flake8']
182 180 pylint-flask https://github.com/jschaf/pylint-flask A Pylint plugin to analyze Flask applications. linters 21 True jschaf/pylint-flask https://github.com/jschaf/pylint-flask GPL-2.0 2015-06-27 20:11:12.000 2021-03-10 19:35:23.000 2021-03-10 19:35:23.000 9.0 5.0 56.0 5.0 7.0 conda-forge/pylint-flask pylint-flask 4.0 40.0 5316.0 4610.0 https://pypi.org/project/pylint-flask 2019-01-30 19:26:02.000 706.0 72879.0 73708.0 https://anaconda.org/conda-forge/pylint-flask 2019-02-02 18:28:49.934 45617.0 3.0 ['pylint']
183 181 Profiling https://github.com/what-studio/profiling Was an interactive continuous Python profiler. profiling 20 True what-studio/profiling https://github.com/what-studio/profiling BSD-3-Clause 2014-09-03 10:35:57.000 2020-08-24 01:31:58.000 2020-08-24 01:31:58.000 114.0 20.0 2994.0 2017-06-28 06:10:16.000 0.1.3 3.0 18.0 profiling 15.0 433.0 37.0 32.0 https://pypi.org/project/profiling 2017-06-28 06:10:16.000 5.0 1943.0 1943.0 3.0
184 182 xar https://github.com/facebookincubator/xar executable archive format. packaging 20 True facebookincubator/xar https://github.com/facebookincubator/xar BSD-3-Clause 2017-06-29 18:15:26.000 2021-03-16 06:01:26.000 2021-03-16 06:01:22.000 45.0 21.0 1434.0 2020-12-02 20:41:20.000 20.12.2 3.0 21.0 xar 8.0 59.0 13.0 13.0 https://pypi.org/project/xar 2020-12-02 20:41:20.000 100.0 100.0 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 20 True alexmojaki/birdseye https://github.com/alexmojaki/birdseye MIT 2017-07-22 18:49:20.000 2021-02-22 10:35:06.000 2021-02-22 10:35:06.000 70.0 26.0 1373.0 2020-08-25 21:49:38.000 0.8.4 35.0 9.0 birdseye 20.0 382.0 35.0 35.0 https://pypi.org/project/birdseye 2020-08-25 21:49:38.000 600.0 600.0 3.0
186 184 portray https://github.com/timothycrosley/portray Your Project with Great Documentation. documentation 20 True timothycrosley/portray https://github.com/timothycrosley/portray MIT 2019-08-21 05:14:04.000 2021-02-24 07:41:24.000 2021-02-24 07:41:24.000 54.0 28.0 725.0 2021-02-17 06:44:47.000 1.5.2 26.0 15.0 portray 19.0 218.0 8.0 https://pypi.org/project/portray 2021-02-17 06:44:47.000 8.0 2638.0 2638.0 3.0
187 185 dlint https://github.com/dlint-py/dlint Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure. security 20 True dlint-py/dlint https://github.com/dlint-py/dlint BSD-3-Clause 2020-01-08 15:53:36.000 2020-12-08 17:21:33.000 2020-12-08 17:21:32.000 13.0 12.0 315.0 2020-10-30 20:40:39.000 0.11.0 13.0 7.0 dlint 20.0 201.0 18.0 https://pypi.org/project/dlint 2020-10-30 20:40:39.000 18.0 10693.0 10693.0 3.0
188 186 mkdocstrings https://github.com/mkdocstrings/mkdocstrings Automatic documentation from sources, for MkDocs. documentation 20 True pawamoy/mkdocstrings https://github.com/mkdocstrings/mkdocstrings ISC 2019-12-09 18:09:09.000 2021-03-17 22:13:43.000 2021-03-05 16:24:38.000 33.0 114.0 311.0 2021-01-06 21:43:56.000 0.14.0 35.0 18.0 mkdocstrings 45.0 403.0 0.0 https://pypi.org/project/mkdocstrings 2021-02-28 12:08:07.000 0.0 15355.0 15355.0 3.0 ['mkdocs'] mkdocstrings/mkdocstrings
189 187 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 21:49:34.000 2021-03-18 14:00:16.000 2021-03-18 12:43:52.000 15.0 14.0 305.0 2019-01-20 11:58:25.000 1.6.0 20.0 10.0 manhole 6.0 462.0 131.0 65.0 https://pypi.org/project/manhole 2019-01-20 11:58:25.000 66.0 5123.0 5123.0 3.0
190 188 assertpy https://github.com/ActivisionGameScience/assertpy Simple assertion library for unit testing in python with a fluent API. testing 20 False ActivisionGameScience/assertpy https://github.com/ActivisionGameScience/assertpy BSD-3-Clause 2017-11-21 01:38:07.332 2020-07-19 15:23:26.710 2019-10-30 17:50:10.000 47.0 248.0 13.0 10.0 conda-forge/assertpy assertpy 279.0 124.0 https://pypi.org/project/assertpy 2020-07-19 14:39:02.000 124.0 36722.0 36982.0 https://anaconda.org/conda-forge/assertpy 2020-07-19 15:23:26.710 10420.0 3.0
191 189 flakehell https://github.com/life4/flakehell Flake8 wrapper to make it nice, legacy-friendly, configurable. linters 20 True life4/flakehell https://github.com/life4/flakehell MIT 2019-08-06 11:37:21.000 2021-01-11 21:35:41.000 2021-01-11 21:35:40.000 32.0 217.0 2021-01-11 18:40:32.000 0.9.0 28.0 15.0 flakehell 4.0 368.0 0.0 https://pypi.org/project/flakehell 2021-01-11 18:40:32.000 0.0 12543.0 12546.0 3.0 ['flake8'] 50.0
192 190 xenon https://github.com/rubik/xenon Monitoring tool based on radon. code-metrics 20 True rubik/xenon https://github.com/rubik/xenon MIT 2014-02-14 14:19:20.000 2020-09-16 11:20:09.000 2020-09-16 11:20:01.000 14.0 23.0 183.0 2020-09-16 09:47:41.000 0.7.1 17.0 7.0 conda-forge/xenon xenon 6.0 100.0 310.0 186.0 https://pypi.org/project/xenon 2020-09-16 09:47:41.000 124.0 22537.0 22789.0 https://anaconda.org/conda-forge/xenon 2019-10-12 20:39:43.883 10358.0 3.0
193 191 pytest-lazy-fixture https://github.com/TvoroG/pytest-lazy-fixture It helps to use fixtures in pytest.mark.parametrize. testing 20 False tvorog/pytest-lazy-fixture https://github.com/TvoroG/pytest-lazy-fixture MIT 2016-09-29 23:52:48.000 2020-02-01 18:49:47.818 2020-02-01 17:56:35.000 11.0 19.0 179.0 2020-02-01 18:04:00.000 0.6.3 12.0 7.0 conda-forge/pytest-lazy-fixture pytest-lazy-fixture 12.0 92.0 327.0 265.0 https://pypi.org/project/pytest-lazy-fixture 2020-02-01 18:04:00.000 62.0 51660.0 56636.0 https://anaconda.org/conda-forge/pytest-lazy-fixture 2020-02-01 18:49:47.818 233888.0 3.0 ['pytest']
194 192 mkdocs-pdf-export-plugin https://github.com/zhaoterryy/mkdocs-pdf-export-plugin An MkDocs plugin to export content pages as PDF files. documentation 20 True zhaoterryy/mkdocs-pdf-export-plugin https://github.com/zhaoterryy/mkdocs-pdf-export-plugin MIT 2018-02-20 15:06:51.000 2021-01-06 17:14:12.000 2020-07-23 01:35:13.000 27.0 43.0 172.0 2020-07-23 01:35:39.000 0.5.8 22.0 9.0 mkdocs-pdf-export-plugin 29.0 68.0 117.0 113.0 https://pypi.org/project/mkdocs-pdf-export-plugin 2020-07-23 01:35:04.000 4.0 5279.0 5279.0 3.0 ['mkdocs']
195 193 add-trailing-comma https://github.com/asottile/add-trailing-comma A tool (and pre-commit hook) to automatically add trailing commas to calls and literals. refactoring 20 True asottile/add-trailing-comma https://github.com/asottile/add-trailing-comma MIT 2017-07-10 00:55:50.000 2021-03-15 19:15:23.000 2021-03-15 19:15:23.000 11.0 31.0 165.0 2021-01-24 18:14:07.000 2.1.0 30.0 9.0 add-trailing-comma 1.0 222.0 14.0 https://pypi.org/project/add-trailing-comma 2021-01-24 18:14:07.000 14.0 3191.0 3191.0 3.0
196 194 eradicate https://github.com/myint/eradicate Removes commented-out code from Python files. refactoring 20 False myint/eradicate https://github.com/myint/eradicate Saxpath 2012-12-23 04:39:48.000 2020-10-06 12:45:07.000 2020-10-01 09:23:01.000 18.0 13.0 113.0 2020-10-01 09:33:03.000 2.0.0 16.0 7.0 eradicate 4.0 164.0 156.0 https://pypi.org/project/eradicate 2020-10-01 09:33:03.000 156.0 88558.0 88558.0 3.0
197 195 flake8-black https://github.com/peterjc/flake8-black flake8 plugin to run black for checking Python coding style. linters 20 True peterjc/flake8-black https://github.com/peterjc/flake8-black MIT 2019-01-10 14:40:26.000 2020-07-25 16:32:38.063 2020-07-25 16:06:31.000 7.0 13.0 83.0 2020-07-25 16:07:56.000 0.2.1 9.0 4.0 conda-forge/flake8-black flake8-black 4.0 85.0 663.0 627.0 https://pypi.org/project/flake8-black 2020-07-25 16:07:56.000 36.0 69626.0 73446.0 https://anaconda.org/conda-forge/flake8-black 2020-07-25 16:32:38.063 80228.0 3.0 ['flake8']
198 196 pyrasite https://github.com/lmacken/pyrasite Inject code into running Python processes. debugging 19 False lmacken/pyrasite https://github.com/lmacken/pyrasite GPL-3.0 2011-09-10 06:01:20.000 2020-12-24 21:02:34.000 2017-03-13 17:42:17.000 186.0 14.0 2531.0 13.0 20.0 pyrasite 37.0 274.0 34.0 28.0 https://pypi.org/project/pyrasite 2012-05-09 19:11:33.000 6.0 6794.0 6794.0 3.0
199 197 PrettyErrors https://github.com/onelivesleft/PrettyErrors Prettify Python exception output to make it legible. logging 19 True onelivesleft/PrettyErrors https://github.com/onelivesleft/PrettyErrors MIT 2018-11-15 16:02:27.000 2021-01-05 04:22:45.000 2020-12-27 21:49:39.000 63.0 26.0 2009.0 2020-11-24 01:10:26.000 1.2.19 42.0 4.0 pretty_errors 2.0 119.0 0.0 https://pypi.org/project/pretty_errors 2020-11-24 01:10:26.000 0.0 6698.0 6698.0 3.0
200 198 pyflow https://github.com/David-OConnor/pyflow An installation and dependency system for Python. dependency-managers 19 True David-OConnor/pyflow https://github.com/David-OConnor/pyflow MIT 2019-07-15 09:40:29.000 2021-02-21 11:35:08.000 2021-02-21 11:35:02.000 26.0 40.0 704.0 2020-11-21 15:18:30.000 0.2.9 23.0 21.0 pyflow 40.0 275.0 https://pypi.org/project/pyflow 2020-11-21 15:18:30.000 77.0 226.0 3.0 2839.0
201 199 wily https://github.com/tonybaloney/wily A Python application for tracking, reporting on timing and complexity in Python code. code-metrics 19 True tonybaloney/wily https://github.com/tonybaloney/wily Apache-2.0 2018-10-11 22:12:25.000 2021-03-02 01:26:07.000 2021-03-02 01:26:07.000 40.0 48.0 684.0 2020-09-02 06:33:11.000 1.19.0 45.0 15.0 wily 28.0 688.0 8.0 https://pypi.org/project/wily 2020-09-02 06:33:11.000 8.0 2734.0 2734.0 3.0
202 200 snoop https://github.com/alexmojaki/snoop A powerful set of Python debugging tools, based on PySnooper. debugging 19 True alexmojaki/snoop https://github.com/alexmojaki/snoop MIT 2019-05-13 18:45:35.000 2021-03-15 16:17:55.000 2021-03-13 11:15:10.000 18.0 14.0 467.0 2020-08-25 21:31:27.000 0.2.5 9.0 19.0 snoop 12.0 382.0 37.0 29.0 https://pypi.org/project/snoop 2020-08-25 21:31:27.000 8.0 7906.0 7906.0 3.0
203 201 vex https://github.com/sashahart/vex Run a command in the named virtualenv. virtual-envs 19 False sashahart/vex https://github.com/sashahart/vex MIT 2014-05-09 03:20:02.000 2021-01-19 19:03:16.000 2019-05-10 19:18:48.000 23.0 38.0 369.0 2019-05-10 19:21:38.000 0.0.19 18.0 3.0 vex 2.0 200.0 36.0 20.0 https://pypi.org/project/vex 2019-05-10 19:21:38.000 16.0 467.0 467.0 3.0
204 202 constructor https://github.com/conda/constructor tool for creating installers from conda packages. packaging 19 True conda/constructor https://github.com/conda/constructor BSD-3-Clause 2016-02-12 06:52:50.000 2021-03-12 18:52:04.000 2021-03-12 18:49:20.000 119.0 192.0 297.0 2020-11-15 09:12:52.000 3.2.0 35.0 44.0 constructor 34.0 939.0 9.0 9.0 69.0 https://anaconda.org/anaconda/constructor 2020-08-22 09:13:31.665 3593.0 3.0 219.0
205 203 pytest-docker https://github.com/avast/pytest-docker Docker-based integration tests. testing 19 True avast/pytest-docker https://github.com/avast/pytest-docker MIT 2017-03-07 04:51:13.000 2020-11-12 15:11:07.000 2020-09-22 09:13:51.000 32.0 13.0 193.0 2020-09-22 09:28:03.000 0.10.1 13.0 9.0 pytest-docker 16.0 56.0 28.0 https://pypi.org/project/pytest-docker 2020-09-22 09:28:03.000 28.0 8326.0 8330.0 3.0 ['pytest'] 66.0
206 204 blacken-docs https://github.com/asottile/blacken-docs Run `black` on python code blocks in documentation files. documentation 19 True asottile/blacken-docs https://github.com/asottile/blacken-docs MIT 2018-06-03 02:48:01.000 2021-03-15 19:18:35.000 2021-03-15 19:18:35.000 17.0 24.0 184.0 2021-03-02 02:05:09.000 1.10.0 19.0 12.0 conda-forge/blacken-docs blacken-docs 3.0 140.0 22.0 https://pypi.org/project/blacken-docs 2021-03-02 02:05:09.000 22.0 2030.0 3867.0 https://anaconda.org/conda-forge/blacken-docs 2021-03-02 04:02:19.005 14697.0 3.0
207 205 mkdocs-awesome-pages-plugin https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin An MkDocs plugin that simplifies configuring page titles and their order. documentation 19 True lukasgeiter/mkdocs-awesome-pages-plugin https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin MIT 2018-02-06 21:09:24.000 2020-12-22 01:59:58.000 2020-12-22 01:43:41.000 17.0 32.0 136.0 2020-12-22 02:04:30.000 2.5.0 16.0 2.0 mkdocs-awesome-pages-plugin 4.0 53.0 391.0 301.0 https://pypi.org/project/mkdocs-awesome-pages-plugin 2020-12-22 01:59:58.000 90.0 11581.0 11581.0 3.0 ['mkdocs']
208 206 pytest-datadir https://github.com/gabrielcnr/pytest-datadir pytest plugin for manipulating test data directories and files. testing 19 False gabrielcnr/pytest-datadir https://github.com/gabrielcnr/pytest-datadir MIT 2015-07-02 21:41:44.000 2020-11-22 23:34:25.000 2019-10-22 13:19:39.000 17.0 11.0 135.0 2019-10-22 13:04:22.000 1.3.1 9.0 7.0 conda-forge/pytest-datadir pytest-datadir 3.0 71.0 384.0 306.0 https://pypi.org/project/pytest-datadir 2019-10-22 13:04:22.000 78.0 44093.0 45368.0 https://anaconda.org/conda-forge/pytest-datadir 2019-10-23 16:32:51.374 67624.0 3.0 ['pytest']
209 207 flake8-mypy https://github.com/ambv/flake8-mypy A plugin for flake8 integrating Mypy. linters 19 True ambv/flake8-mypy https://github.com/ambv/flake8-mypy MIT 2017-02-26 02:27:33.000 2020-06-19 16:51:36.000 2020-06-19 16:51:00.000 15.0 3.0 106.0 2017-08-31 23:17:01.000 17.8.0 6.0 8.0 flake8-mypy 19.0 50.0 842.0 644.0 https://pypi.org/project/flake8-mypy 2017-08-31 23:17:01.000 198.0 21085.0 21085.0 3.0 ['flake8']
210 208 flake8-bandit https://github.com/tylerwince/flake8-bandit Automated security testing using bandit and flake8. linters 19 True tylerwince/flake8-bandit https://github.com/tylerwince/flake8-bandit MIT 2017-10-28 23:19:09.000 2020-12-29 20:50:06.000 2020-08-29 05:51:08.000 14.0 7.0 57.0 2019-10-08 03:58:31.000 2.1.2 11.0 5.0 flake8-bandit 3.0 44.0 156.0 https://pypi.org/project/flake8-bandit 2019-10-08 03:58:31.000 156.0 71964.0 71964.0 3.0 ['flake8']
211 209 unify https://github.com/myint/unify Modifies strings to all use the same quote where possible. refactoring 19 False myint/unify https://github.com/myint/unify MIT 2013-03-24 18:02:19.000 2020-11-05 16:46:00.000 2019-08-07 13:44:00.000 11.0 3.0 53.0 2013-06-22 15:34:37.000 0.1.5 10.0 5.0 unify 6.0 69.0 263.0 209.0 https://pypi.org/project/unify 2019-08-07 13:46:09.000 54.0 18815.0 18815.0 3.0
212 210 mkdocs-with-pdf https://github.com/orzih/mkdocs-with-pdf Generate a single PDF file from MkDocs repository. documentation 19 False orzih/mkdocs-with-pdf https://github.com/orzih/mkdocs-with-pdf MIT 2020-02-23 16:34:46.000 2021-03-01 17:05:29.000 2021-03-01 17:04:59.000 7.0 27.0 39.0 2021-01-11 02:43:17.000 0.8.3 24.0 5.0 mkdocs-with-pdf 10.0 163.0 13.0 13.0 https://pypi.org/project/mkdocs-with-pdf 2021-01-11 02:26:16.000 1211.0 1211.0 3.0 ['mkdocs']
213 211 pyenv-virtualenv https://github.com/pyenv/pyenv-virtualenv a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). virtual-envs 18 False pyenv/pyenv-virtualenv https://github.com/pyenv/pyenv-virtualenv MIT 2013-02-18 12:59:17.000 2021-03-11 22:22:37.000 2019-02-13 15:27:07.000 280.0 170.0 4171.0 2019-02-14 00:27:42.000 1.1.5 7.0 41.0 125.0 463.0 3.0
214 212 pyheat https://github.com/csurfer/pyheat pprofile + matplotlib = Python program profiled as an awesome heatmap!. profiling 18 False csurfer/pyheat https://github.com/csurfer/pyheat MIT 2017-02-04 22:56:02.000 2021-01-08 21:28:29.000 2018-12-06 03:53:03.000 27.0 8.0 491.0 2018-12-06 03:59:34.000 0.0.6 6.0 4.0 py-heat 3.0 51.0 31.0 26.0 https://pypi.org/project/py-heat 2018-12-06 03:59:34.000 5.0 389.0 389.0 3.0
215 213 Fixit https://github.com/Instagram/Fixit Fixit is a Python Lint Framework based on LibCST. It comes with useful default lint rules for coding convention,.. linters 18 True Instagram/Fixit https://github.com/Instagram/Fixit MIT 2020-02-20 19:09:01.000 2021-03-15 21:41:07.000 2021-03-04 21:20:22.000 30.0 19.0 217.0 2020-12-11 01:56:10.000 0.1.3 5.0 22.0 fixit 21.0 147.0 2.0 2.0 https://pypi.org/project/fixit 2020-12-11 01:53:21.000 0.0 686.0 686.0 3.0
216 214 imhotep https://github.com/justinabrahms/imhotep A static-analysis bot for Github. linters 18 False justinabrahms/imhotep https://github.com/justinabrahms/imhotep MIT 2012-12-17 01:26:32.000 2021-02-28 21:53:35.000 2017-12-09 20:00:47.000 37.0 23.0 214.0 2016-09-18 21:57:32.000 1.1.0 9.0 15.0 imhotep 23.0 356.0 11.0 7.0 https://pypi.org/project/imhotep 2016-09-18 21:57:32.000 4.0 64.0 64.0 3.0
217 215 pynt https://github.com/rags/pynt A pynt of Python build. build-tools 18 False rags/pynt https://github.com/rags/pynt MIT 2012-11-17 13:12:49.000 2020-04-13 11:49:33.000 2019-10-04 19:05:46.000 19.0 13.0 150.0 2018-06-24 06:23:48.000 0.8.2 7.0 9.0 pynt 5.0 128.0 123.0 69.0 https://pypi.org/project/pynt 2018-06-24 06:23:48.000 54.0 7332.0 7332.0 3.0
218 216 unimport https://github.com/unimport/unimport A linter, formatter for finding and removing unused import statements. refactoring 18 True hakancelik96/unimport https://github.com/unimport/unimport MIT 2019-09-08 09:49:24.000 2021-03-10 16:35:19.000 2021-03-10 16:35:15.000 16.0 62.0 96.0 2021-03-10 16:31:53.000 0.8.3 29.0 11.0 unimport 7.0 378.0 5.0 5.0 https://pypi.org/project/unimport 2021-03-10 16:31:53.000 1151.0 1151.0 3.0 unimport/unimport
219 217 sphinx-markdown-builder https://github.com/clayrisser/sphinx-markdown-builder sphinx builder that outputs markdown files. documentation 18 True codejamninja/sphinx-markdown-builder https://github.com/clayrisser/sphinx-markdown-builder MIT 2018-11-11 00:07:58.000 2020-10-07 04:18:38.000 2020-10-07 04:18:32.000 26.0 16.0 95.0 2019-12-23 17:05:52.000 0.5.4 22.0 16.0 sphinx-markdown-builder 17.0 99.0 169.0 127.0 https://pypi.org/project/sphinx-markdown-builder 2019-12-23 17:05:52.000 42.0 6753.0 6753.0 3.0 ['sphinx'] clayrisser/sphinx-markdown-builder
220 218 pandas-vet https://github.com/deppen8/pandas-vet A plugin for Flake8 that checks pandas code. linters 18 True deppen8/pandas-vet https://github.com/deppen8/pandas-vet MIT 2019-02-25 05:19:51.000 2021-03-03 04:44:57.000 2021-03-03 04:44:57.000 14.0 28.0 91.0 2020-02-01 05:12:09.000 0.2.2 6.0 10.0 conda-forge/pandas-vet pandas-vet 21.0 179.0 34.0 34.0 https://pypi.org/project/pandas-vet 2020-02-01 05:12:09.000 0.0 1709.0 1966.0 https://anaconda.org/conda-forge/pandas-vet 2020-02-01 05:31:32.445 5892.0 3.0 ['flake8'] 31.0
221 219 mkdocs-versioning https://github.com/zayd62/mkdocs-versioning A tool that allows for versioning sites built with mkdocs. documentation 18 False zayd62/mkdocs-versioning https://github.com/zayd62/mkdocs-versioning MIT 2019-07-20 18:09:56.000 2021-02-11 10:25:52.000 2021-02-11 10:22:58.000 6.0 22.0 38.0 2021-02-11 10:24:35.000 0.4.0 6.0 5.0 mkdocs-versioning 3.0 132.0 14.0 14.0 https://pypi.org/project/mkdocs-versioning 2021-02-11 10:24:35.000 1316.0 1316.0 3.0 ['mkdocs']
222 220 mkdocs-git-revision-date-plugin https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin MkDocs plugin for setting revision date from git per markdown file. documentation 18 False zhaoterryy/mkdocs-git-revision-date-plugin https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin MIT 2018-12-03 04:29:33.000 2020-10-16 02:02:54.000 2020-10-16 01:58:36.000 5.0 9.0 31.0 2020-10-16 02:02:42.000 0.3.1 8.0 6.0 mkdocs-git-revision-date-plugin 2.0 24.0 181.0 163.0 https://pypi.org/project/mkdocs-git-revision-date-plugin 2020-10-16 02:02:18.000 18.0 3144.0 3144.0 3.0 ['mkdocs']
223 221 fake2db https://github.com/emirozer/fake2db create custom test databases that are populated with fake data. testing 17 False emirozer/fake2db https://github.com/emirozer/fake2db GPL-2.0 2014-02-18 19:14:28.000 2019-11-25 09:19:01.000 2019-11-25 09:19:00.000 111.0 15.0 2056.0 2019-03-09 13:53:12.000 1.0.0 20.0 18.0 fake2db 6.0 242.0 14.0 13.0 https://pypi.org/project/fake2db 2018-02-09 15:43:23.000 1.0 116.0 116.0 3.0
224 222 bellybutton https://github.com/hchasestevens/bellybutton Custom Python linting through AST expressions. linters 17 True hchasestevens/bellybutton https://github.com/hchasestevens/bellybutton MIT 2018-02-17 06:31:44.000 2020-11-27 21:20:22.000 2020-11-27 21:18:44.000 7.0 6.0 197.0 2020-11-27 21:20:22.000 0.3.1 11.0 4.0 bellybutton 7.0 32.0 4.0 4.0 https://pypi.org/project/bellybutton 2020-11-27 21:20:22.000 0.0 2832.0 2832.0 3.0
225 223 nitpick https://github.com/andreoliwa/nitpick Enforce the same settings across multiple language-independent projects. linters 17 True andreoliwa/nitpick https://github.com/andreoliwa/nitpick MIT 2018-03-23 14:25:24.000 2021-03-18 11:48:21.000 2021-03-18 11:48:20.000 9.0 49.0 134.0 2021-03-16 21:47:14.000 0.26.0 42.0 8.0 nitpick 29.0 486.0 0.0 https://pypi.org/project/nitpick 2021-03-16 21:47:11.000 0.0 4215.0 4215.0 3.0 ['flake8']
226 224 massedit https://github.com/elmotec/massedit Programmatically edit text files with Python. Useful for source to source transformations. refactoring 17 True elmotec/massedit https://github.com/elmotec/massedit MIT 2012-03-11 16:18:30.000 2020-12-23 02:17:37.000 2020-12-23 02:11:17.000 13.0 5.0 87.0 2020-12-23 02:19:02.000 0.69.1 15.0 6.0 massedit 3.0 178.0 10.0 https://pypi.org/project/massedit 2020-12-23 02:12:33.000 10.0 576.0 576.0 3.0 15.0
227 225 pyformat https://github.com/myint/pyformat Formats Python code to follow a consistent style. formatters 17 False myint/pyformat https://github.com/myint/pyformat Saxpath 2013-03-24 21:45:30.000 2019-12-07 19:55:59.000 2019-05-24 17:17:56.000 4.0 3.0 83.0 2014-09-07 13:57:37.000 0.5.7 23.0 3.0 pyformat 3.0 199.0 94.0 72.0 https://pypi.org/project/pyformat 2017-01-04 02:31:11.000 22.0 4190.0 4190.0 3.0
228 226 yala https://github.com/cemsbr/yala Yet Another Linter Aggregator. linters 17 False cemsbr/yala https://github.com/cemsbr/yala MIT 2017-06-02 22:45:50.000 2020-10-24 17:27:01.000 2020-10-24 17:26:28.000 4.0 11.0 8.0 2020-10-24 16:03:12.000 3.0.1 27.0 3.0 yala 1.0 164.0 54.0 36.0 https://pypi.org/project/yala 2020-10-24 16:03:12.000 18.0 338.0 338.0 3.0 ['flake8', 'pylint']
229 227 pycycle https://github.com/bndr/pycycle Tool for pinpointing circular imports in Python. Find cyclic imports in any project. linters 16 False bndr/pycycle https://github.com/bndr/pycycle MIT 2017-01-28 17:22:00.000 2020-06-24 12:43:11.000 2017-02-13 18:07:04.000 11.0 1.0 278.0 2017-02-13 18:07:58.000 0.0.8 8.0 2.0 pycycle 12.0 26.0 47.0 40.0 https://pypi.org/project/pycycle 2017-02-13 18:07:58.000 7.0 572.0 572.0 3.0
230 228 beartype https://github.com/beartype/beartype Unbearably fast O(1) runtime type-checking in pure Python. linters 16 True beartype/beartype https://github.com/beartype/beartype MIT 2020-04-03 06:06:22.000 2021-03-08 06:30:16.000 2021-03-08 06:26:22.000 6.0 17.0 177.0 2021-03-04 08:12:16.000 0.6.0 10.0 4.0 conda-forge/beartype beartype 5.0 0.0 https://pypi.org/project/beartype 2021-03-04 08:12:16.000 0.0 2831.0 3135.0 https://anaconda.org/conda-forge/beartype 2021-03-04 11:15:17.162 2736.0 3.0
231 229 pep8ify https://github.com/spulec/pep8ify A library that modifies python source code to conform to pep8. refactoring 16 False spulec/pep8ify https://github.com/spulec/pep8ify Apache-2.0 2012-06-03 03:31:33.000 2019-03-08 03:06:14.000 2014-10-24 20:36:38.000 13.0 12.0 111.0 2014-10-24 20:36:57.000 0.0.13 13.0 6.0 pep8ify 6.0 154.0 53.0 34.0 https://pypi.org/project/pep8ify 2014-10-24 20:36:57.000 19.0 31.0 31.0 3.0
232 230 retype https://github.com/ambv/retype Re-apply type annotations from .pyi stubs to your codebase. refactoring 16 True ambv/retype https://github.com/ambv/retype MIT 2017-03-11 07:54:58.000 2020-10-11 13:24:37.859 2020-10-11 09:52:52.000 14.0 3.0 94.0 2020-10-11 09:46:06.000 20.10.0 8.0 7.0 conda-forge/retype retype 9.0 92.0 34.0 https://pypi.org/project/retype 2020-10-11 09:46:06.000 34.0 560.0 881.0 https://anaconda.org/conda-forge/retype 2020-10-11 13:24:37.859 12211.0 3.0
233 231 pytest-play https://github.com/pytest-dev/pytest-play pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files. testing 16 False pytest-dev/pytest-play https://github.com/pytest-dev/pytest-play Apache-2.0 2017-12-14 09:08:26.000 2019-08-20 15:57:27.000 2019-06-12 11:57:28.000 3.0 24.0 63.0 2019-06-12 11:59:29.000 2.3.1 23.0 3.0 pytest-play 4.0 382.0 25.0 21.0 https://pypi.org/project/pytest-play 2019-06-12 11:59:29.000 4.0 209.0 209.0 3.0 ['pytest']
234 232 PyOxidizer https://github.com/indygreg/PyOxidizer A modern Python application packaging and distribution tool. packaging 15 True indygreg/PyOxidizer https://github.com/indygreg/PyOxidizer MPL-2.0 2018-12-18 23:32:13.000 2021-03-18 03:58:25.000 2021-03-18 03:58:21.000 104.0 118.0 2866.0 2020-04-10 04:16:04.000 0.7.0 3.0 30.0 198.0 3.0
235 233 dh-virtualenv https://github.com/spotify/dh-virtualenv Python virtualenvs in Debian packages. virtual-envs 15 True spotify/dh-virtualenv https://github.com/spotify/dh-virtualenv GPL-2.0 2013-10-09 19:03:43.000 2021-03-09 16:58:48.000 2020-12-31 10:35:21.000 157.0 156.0 1433.0 55.0 24.0 404.0 3.0
236 234 tbvaccine https://github.com/skorokithakis/tbvaccine A small utility to pretty-print Python tracebacks. logging 15 True skorokithakis/tbvaccine https://github.com/skorokithakis/tbvaccine MIT 2016-08-27 17:31:59.000 2020-03-01 19:24:46.000 2020-03-01 19:24:44.000 12.0 13.0 358.0 2018-12-14 18:07:29.000 0.3.1 12.0 12.0 tbvaccine 7.0 80.0 9.0 9.0 https://pypi.org/project/tbvaccine 2018-12-14 18:07:29.000 482.0 482.0 3.0
237 235 pip-run https://github.com/jaraco/pip-run pip-run - dynamic dependency loader for Python. dependency-managers 15 True jaraco/pip-run https://github.com/jaraco/pip-run MIT 2016-01-25 01:59:13.000 2021-02-21 18:35:23.000 2021-02-21 18:29:15.000 10.0 36.0 58.0 2021-02-21 18:35:39.000 8.4.2 20.0 8.0 pip-run 4.0 https://pypi.org/project/pip-run 2021-02-21 18:35:23.000 1577.0 1577.0 3.0
238 236 mkdocs-print-site-plugin https://github.com/timvink/mkdocs-print-site-plugin MkDocs Plugin allowing your visitors to *File Print Save as PDF* the entire site. documentation 15 False timvink/mkdocs-print-site-plugin https://github.com/timvink/mkdocs-print-site-plugin MIT 2020-08-15 12:02:33.000 2021-02-22 20:02:30.000 2021-02-22 19:52:47.000 1.0 39.0 14.0 2021-02-22 20:01:45.000 1.1.0 17.0 mkdocs-print-site-plugin 4.0 123.0 12.0 12.0 https://pypi.org/project/mkdocs-print-site-plugin 2021-02-22 20:01:45.000 477.0 477.0 3.0 ['mkdocs']
239 237 pyenv-installer https://github.com/pyenv/pyenv-installer This tool is used to install `pyenv` and friends. virtual-envs 14 False pyenv/pyenv-installer https://github.com/pyenv/pyenv-installer MIT 2013-06-01 03:48:07.000 2020-11-24 11:15:49.000 2019-10-12 14:34:36.000 284.0 54.0 2561.0 29.0 8.0 130.0 3.0
240 238 pytest-plugins https://github.com/man-group/pytest-plugins A grab-bag of nifty pytest plugins. testing 14 True man-group/pytest-plugins https://github.com/man-group/pytest-plugins MIT 2015-08-14 07:52:32.000 2021-03-17 03:37:49.000 2020-04-11 14:20:38.000 57.0 51.0 363.0 46.0 36.0 747.0 3.0
241 239 com2ann https://github.com/ilevkivskyi/com2ann Tool for translation type comments to type annotations in Python. refactoring 14 True ilevkivskyi/com2ann https://github.com/ilevkivskyi/com2ann MIT 2016-09-09 07:17:02.000 2021-03-07 09:20:28.000 2021-03-07 09:20:25.000 5.0 14.0 82.0 2019-06-17 19:19:47.000 0.1.1 2.0 3.0 com2ann 4.0 28.0 2.0 2.0 https://pypi.org/project/com2ann 2019-06-17 19:19:47.000 0.0 666.0 666.0 3.0
242 240 subpar https://github.com/google/subpar Subpar is a utility for creating self-contained python executables. It is designed to work well with Bazel. packaging 13 False google/subpar https://github.com/google/subpar Apache-2.0 2016-08-03 20:11:35.000 2020-09-16 16:25:54.000 2019-08-15 01:37:08.000 62.0 30.0 471.0 2019-05-14 20:14:05.000 2.0.0 5.0 14.0 30.0 93.0 3.0
243 241 linty_fresh https://github.com/lyft/linty_fresh Surface lint errors during code review. linters 13 True lyft/linty_fresh https://github.com/lyft/linty_fresh Apache-2.0 2015-12-19 02:37:26.000 2020-11-30 22:20:25.000 2020-11-30 22:18:53.000 21.0 1.0 180.0 2018-12-12 19:47:05.000 0.7.0 10.0 16.0 linty-fresh 8.0 53.0 https://pypi.org/project/linty-fresh 2018-12-12 19:47:05.000 18.0 18.0 3.0 ['flake8', 'mypy'] -1.0
244 242 pipenv-pipes https://github.com/gtalarico/pipenv-pipes A PipEnv Environment Switcher. virtual-envs 13 False gtalarico/pipenv-pipes https://github.com/gtalarico/pipenv-pipes MIT 2018-05-02 03:56:41.000 2019-06-27 03:42:49.000 2019-06-27 03:42:48.000 11.0 10.0 127.0 2018-11-08 03:05:43.000 0.7.1 25.0 5.0 pipenv-pipes 7.0 285.0 https://pypi.org/project/pipenv-pipes 2018-11-08 03:05:43.000 51.0 51.0 3.0
245 243 lazydocs https://github.com/ml-tooling/lazydocs Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx. documentation 12 True ml-tooling/lazydocs https://github.com/ml-tooling/lazydocs MIT 2020-11-10 00:31:46.000 2021-03-15 19:30:18.000 2021-03-15 19:30:16.000 3.0 12.0 2021-03-15 19:30:05.000 0.4.6 16.0 4.0 lazydocs 9.0 9.0 https://pypi.org/project/lazydocs 2021-03-15 19:24:25.000 0.0 107.0 107.0 3.0
246 244 cohesion https://github.com/mschwager/cohesion A tool for measuring Python class cohesion. code-metrics 11 False mschwager/cohesion https://github.com/mschwager/cohesion GPL-3.0 2016-08-11 21:09:32.000 2019-08-05 17:14:04.000 2019-08-05 17:14:01.000 2.0 11.0 128.0 2019-07-10 16:08:05.000 1.0.0 9.0 2.0 cohesion 1.0 78.0 3.0 https://pypi.org/project/cohesion 2019-07-10 16:08:05.000 3.0 413.0 413.0 3.0
247 245 pyship https://github.com/jamesabel/pyship freezer, installer and updater for Python applications. packaging 10 False jamesabel/pyship https://github.com/jamesabel/pyship MIT 2020-04-23 04:45:03.000 2020-12-07 01:00:59.000 2020-12-07 01:00:54.000 9.0 2020-12-07 00:53:45.000 0.1.0 14.0 pyship 4.0 https://pypi.org/project/pyship 2020-12-07 00:53:45.000 25.0 25.0 3.0
248 246 universal-build https://github.com/ml-tooling/universal-build Universal build utilities for containerized build pipelines. build-tools 10 True ml-tooling/universal-build https://github.com/ml-tooling/universal-build MIT 2020-10-19 14:57:21.000 2021-03-12 15:53:09.000 2021-03-12 15:48:07.000 2.0 1.0 6.0 2021-02-18 13:52:19.000 0.6.11 36.0 4.0 universal-build 0.0 https://pypi.org/project/universal-build 2020-12-12 13:21:08.000 0.0 128.0 131.0 3.0 15.0

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_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
- <b><a href="https://github.com/PyCQA/flake8">flake8</a></b> (🥇35 · 1.1K · 📈) - Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
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- <b><a href="https://github.com/bitprophet/alabaster">alabaster</a></b> (🥈30 · 590 · 💀) - Lightweight, configurable Sphinx theme. Now the Sphinx.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> <code><img src="https://www.sphinx-doc.org/en/master/_static/favicon.svg" style="display:inline;" width="13" height="13"></code>
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- <b><a href="https://github.com/PyCQA/pycodestyle">pycodestyle</a></b> (🥇34 · 4.3K · 📈) - Simple Python style checker in one Python file. <code><a href="https://tldrlegal.com/search?q=Saxpath">Saxpath</a></code>
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## 📉 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._
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- <b><a href="https://github.com/sixpack/sixpack">sixpack</a></b> (🥉21 · 1.7K · 💤) - Sixpack is a language-agnostic a/b-testing framework. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code>
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- <b><a href="https://github.com/lyft/linty_fresh">linty_fresh</a></b> (🥉13 · 180 · 📉) - Surface lint errors during code review. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code> <code>mypy</code>