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Update best-of list for version 2021.06.03

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## 📈 Trending Up
_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
- <b><a href="https://github.com/pyinstaller/pyinstaller">pyinstaller</a></b> (🥇34 · ⭐ 8.1K · 📈) - Freeze (package) Python programs into stand-alone.. <code><a href="http://bit.ly/2KucAZR">❗️GPL-2.0</a></code>
- <b><a href="https://github.com/microsoft/playwright-python">playwright-python</a></b> (🥈28 · ⭐ 4.6K · 📈) - Python version of the Playwright testing and.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/rubik/xenon">xenon</a></b> (🥉23 · ⭐ 190 · 📈) - Monitoring tool based on radon. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/predictive-analytics-lab/data-science-types">data-science-types</a></b> (🥉23 · ⭐ 180 · 📈) - Mypy stubs, i.e., type information, for numpy, pandas.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/David-OConnor/pyflow">pyflow</a></b> (🥉19 · ⭐ 770 · 📈) - An installation and dependency system for Python. <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/giampaolo/psutil">psutil</a></b> (🥇35 · ⭐ 7.4K · 📉) - Cross-platform lib for process and system monitoring in Python. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/davidhalter/jedi">jedi</a></b> (🥇35 · ⭐ 4.9K · 📉) - Awesome autocompletion, static analysis and refactoring library for python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/microsoft/pyright">pyright</a></b> (🥈25 · ⭐ 6.8K · 📉) - Static type checker for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/dropbox/mypy-protobuf">mypy-protobuf</a></b> (🥉23 · ⭐ 350 · 📉) - open source tools to generate mypy stubs from protobufs. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/cknd/stackprinter">stackprinter</a></b> (🥉22 · ⭐ 1.1K · 📉) - Debugging-friendly exceptions for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>

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,name,homepage,resource,description,category,projectrank,show,github_id,github_url,license,created_at,updated_at,last_commit_pushed_at,fork_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,contributor_count,labels,conda_id,pypi_id,open_issue_count,commit_count,dependent_project_count,github_dependent_project_count,pypi_url,pypi_latest_release_published_at,pypi_dependent_project_count,pypi_monthly_downloads,monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,github_release_downloads,trending,updated_github_id,cargo_id,npm_id,npm_url,npm_latest_release_published_at,npm_dependent_project_count,npm_monthly_downloads,conda_forge
0,Python.org Packaging,https://packaging.python.org/overview/,True,An Overview of Packaging for Python.,packaging,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
1,best-of-web-python - Testing,https://github.com/ml-tooling/best-of-web-python,True,Testing libraries & tools for python web frameworks.,testing,0,True,ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27.000,2021-06-03 14:40:51.000,2021-05-14 08:30:59.000,81.0,2.0,1235.0,2021-05-14 08:31:08.000,2021.05.13,16.0,6.0,,,,,,,,,,,,,,,,,,,,,,,,,,
2,unittest,https://docs.python.org/3/library/unittest.html,True,Unittest is a test framework included in the Python standard library.,testing,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
3,sphinx,https://github.com/sphinx-doc/sphinx,,Main repository for the Sphinx documentation builder.,documentation,38,True,sphinx-doc/sphinx,https://github.com/sphinx-doc/sphinx,BSD-3-Clause,2015-01-02 10:53:28.000,2021-06-03 14:52:46.000,2021-06-03 12:47:58.000,1475.0,4638.0,3956.0,2021-05-20 12:58:02.000,4.0.2,151.0,645.0,['sphinx'],conda-forge/sphinx,sphinx,768.0,17633.0,248149.0,143613.0,https://pypi.org/project/sphinx,2021-05-20 12:58:02.000,104536.0,4455646.0,4512690.0,https://anaconda.org/conda-forge/sphinx,2021-05-25 19:47:42.185,3308568.0,1.0,,,,,,,,,,
4,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 00:44:02.000,2021-06-02 01:34:05.000,2021-05-29 03:05:47.000,1623.0,2883.0,21950.0,2021-05-29 03:10:16.000,2021.5.29,298.0,383.0,,conda-forge/pipenv,pipenv,536.0,7058.0,21346.0,19072.0,https://pypi.org/project/pipenv,2021-05-29 03:10:16.000,2274.0,3238449.0,3240429.0,https://anaconda.org/conda-forge/pipenv,2020-11-15 06:15:51.831,39601.0,1.0,,,,,,,,,,
5,tqdm,https://github.com/tqdm/tqdm,,"A Fast, Extensible Progress Bar for Python and CLI.",logging,36,True,tqdm/tqdm,https://github.com/tqdm/tqdm,MIT,2015-06-03 13:13:14.000,2021-05-31 20:50:55.000,2021-05-24 11:33:23.000,947.0,511.0,18484.0,2021-05-24 19:55:34.000,4.61.0,118.0,100.0,,conda-forge/tqdm,tqdm,282.0,1833.0,204393.0,178155.0,https://pypi.org/project/tqdm,2021-05-24 19:47:43.000,26238.0,19672350.0,19778888.0,https://anaconda.org/conda-forge/tqdm,2021-05-24 21:12:31.593,6384922.0,1.0,7905.0,,,,,,,,,
6,mypy,https://github.com/python/mypy,,Optional static typing for Python 3 and 2 (PEP 484).,linters,36,True,python/mypy,https://github.com/python/mypy,MIT,2012-12-07 13:30:23.000,2021-06-02 15:52:34.000,2021-06-02 00:06:55.000,1755.0,4640.0,10793.0,,,79.0,467.0,,conda-forge/mypy,mypy,1752.0,9533.0,41098.0,35014.0,https://pypi.org/project/mypy,2021-02-19 17:28:31.000,6084.0,6599864.0,6621885.0,https://anaconda.org/conda-forge/mypy,2021-04-02 00:00:44.993,946920.0,1.0,,,,,,,,,,
7,pytest,https://github.com/pytest-dev/pytest,,"The pytest framework makes it easy to write small tests, yet scales to support complex functional testing.",testing,36,True,pytest-dev/pytest,https://github.com/pytest-dev/pytest,MIT,2015-06-15 20:28:27.000,2021-06-03 14:47:13.000,2021-06-01 15:34:29.000,1728.0,3865.0,7383.0,2021-05-04 16:22:25.000,6.2.4,147.0,724.0,['pytest'],conda-forge/pytest,pytest,653.0,,455706.0,325122.0,https://pypi.org/project/pytest,2021-05-04 16:21:57.000,130584.0,27876264.0,28011335.0,https://anaconda.org/conda-forge/pytest,2021-05-27 13:10:24.043,7969240.0,1.0,,,,,,,,,,
8,tox,https://github.com/tox-dev/tox,,Command line driven CI frontend and development task automation tool.,testing,36,True,tox-dev/tox,https://github.com/tox-dev/tox,MIT,2016-09-17 16:54:22.000,2021-06-01 14:01:18.000,2021-06-01 14:01:18.000,366.0,1059.0,2237.0,2021-05-10 12:09:53.000,3.23.1,116.0,243.0,['pytest'],conda-forge/tox,tox,139.0,1999.0,81040.0,44640.0,https://pypi.org/project/tox,2021-05-05 16:42:34.000,36400.0,4209749.0,4216113.0,https://anaconda.org/conda-forge/tox,2021-05-05 22:48:33.555,286403.0,1.0,,,,,,,,,,
9,flake8,https://github.com/PyCQA/flake8,,Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelder's McCabe script.,linters,36,True,PyCQA/flake8,https://github.com/PyCQA/flake8,MIT,2014-09-13 17:06:24.000,2021-05-31 18:06:12.000,2021-05-31 18:06:11.000,183.0,1240.0,1288.0,2021-03-14 23:32:11.000,3.9.0,79.0,155.0,,conda-forge/flake8,flake8,37.0,1961.0,241306.0,170016.0,https://pypi.org/project/flake8,2021-05-08 19:52:32.000,71290.0,12101419.0,12142809.0,https://anaconda.org/conda-forge/flake8,2021-05-10 17:37:45.968,2483425.0,1.0,,,,,,,,,,
10,mkdocs,https://github.com/mkdocs/mkdocs,,Project documentation with Markdown.,documentation,35,True,mkdocs/mkdocs,https://github.com/mkdocs/mkdocs,BSD-2-Clause,2014-01-11 21:05:21.000,2021-06-03 00:26:55.000,2021-06-02 17:01:21.000,1750.0,1401.0,12242.0,2020-05-14 15:18:01.000,1.1.2,44.0,192.0,['mkdocs'],conda-forge/mkdocs,mkdocs,132.0,1538.0,18489.0,12547.0,https://pypi.org/project/mkdocs,2020-05-14 15:18:01.000,5942.0,572158.0,574319.0,https://anaconda.org/conda-forge/mkdocs,2020-06-01 13:16:37.068,134000.0,1.0,,,,,,,,,,
11,psutil,https://github.com/giampaolo/psutil,,Cross-platform lib for process and system monitoring in Python.,profiling,35,True,giampaolo/psutil,https://github.com/giampaolo/psutil,BSD-3-Clause,2014-05-23 14:01:48.000,2021-06-02 11:12:25.000,2021-05-14 15:02:54.000,1094.0,1287.0,7358.0,2020-12-19 01:19:27.000,5.8.0,83.0,159.0,,conda-forge/psutil,psutil,176.0,5683.0,112946.0,88280.0,https://pypi.org/project/psutil,2020-12-19 01:19:27.000,24666.0,22834356.0,22945012.0,https://anaconda.org/conda-forge/psutil,2021-04-19 20:30:13.823,6860688.0,1.0,,-1.0,,,,,,,,
12,jedi,https://github.com/davidhalter/jedi,,"Awesome autocompletion, static analysis and refactoring library for python.",refactoring,35,True,davidhalter/jedi,https://github.com/davidhalter/jedi,MIT,2012-02-19 23:12:30.000,2021-05-26 14:15:06.000,2021-05-05 22:38:19.000,441.0,1209.0,4876.0,2020-12-25 10:34:25.000,0.18.0,30.0,144.0,,conda-forge/jedi,jedi,28.0,8204.0,149411.0,133505.0,https://pypi.org/project/jedi,2020-12-25 10:34:25.000,15906.0,13164067.0,13254085.0,https://anaconda.org/conda-forge/jedi,2021-01-14 15:48:43.942,5041058.0,1.0,,-1.0,,,,,,,,
13,pyinstaller,https://github.com/pyinstaller/pyinstaller,,Freeze (package) Python programs into stand-alone executables.,packaging,34,True,pyinstaller/pyinstaller,https://github.com/pyinstaller/pyinstaller,GPL-2.0,2011-11-23 11:05:56.000,2021-06-03 14:58:49.000,2021-06-02 13:59:39.000,1638.0,3803.0,8128.0,2021-04-17 05:02:21.000,4.3,28.0,399.0,,conda-forge/pyinstaller,pyinstaller,367.0,7773.0,17499.0,17499.0,https://pypi.org/project/pyinstaller,2021-04-17 04:46:48.000,0.0,582155.0,593610.0,https://anaconda.org/conda-forge/pyinstaller,2021-04-21 15:08:29.384,230471.0,1.0,702058.0,2.0,,,,,,,,
14,pip,https://github.com/pypa/pip,,The Python package installer.,dependency-managers,34,True,pypa/pip,https://github.com/pypa/pip,MIT,2011-03-06 14:30:46.000,2021-06-03 14:46:25.000,2021-06-03 14:44:42.000,2244.0,4777.0,7189.0,2021-05-23 09:52:07.000,21.1.2,105.0,609.0,,conda-forge/pip,pip,978.0,,69631.0,50965.0,https://pypi.org/project/pip,2021-05-23 09:52:07.000,18666.0,90425171.0,90773436.0,https://anaconda.org/conda-forge/pip,2021-05-23 11:54:56.735,20547644.0,1.0,,,,,,,,,,
15,robotframework,https://github.com/robotframework/robotframework,,Generic automation framework for acceptance testing and RPA.,testing,34,True,robotframework/robotframework,https://github.com/robotframework/robotframework,Apache-2.0,2014-06-27 11:10:38.000,2021-05-31 07:35:47.000,2021-05-25 11:29:09.000,1689.0,3363.0,5944.0,2021-05-25 11:27:33.000,4.0.3,62.0,140.0,,conda-forge/robotframework,robotframework,203.0,12913.0,5234.0,3826.0,https://pypi.org/project/robotframework,2021-05-25 11:28:06.000,1408.0,707734.0,708944.0,https://anaconda.org/conda-forge/robotframework,2021-05-25 13:52:36.408,49374.0,1.0,505.0,,,,,,,,,
16,pycodestyle,https://github.com/PyCQA/pycodestyle,,Simple Python style checker in one Python file.,linters,34,True,PyCQA/pycodestyle,https://github.com/PyCQA/pycodestyle,Saxpath,2009-10-02 00:43:37.000,2021-05-26 09:46:52.000,2021-05-06 22:18:19.000,599.0,531.0,4316.0,2021-03-14 18:44:02.000,2.7.0,12.0,125.0,,conda-forge/pycodestyle,pycodestyle,113.0,1222.0,162150.0,140920.0,https://pypi.org/project/pycodestyle,2021-03-14 18:44:02.000,21230.0,16317261.0,16360935.0,https://anaconda.org/conda-forge/pycodestyle,2021-03-15 18:43:23.361,2620480.0,1.0,,,,,,,,,,
17,autopep8,https://github.com/hhatto/autopep8,,A tool that automatically formats Python code to conform to the PEP 8 style guide.,formatters,34,True,hhatto/autopep8,https://github.com/hhatto/autopep8,MIT,2010-12-29 20:08:51.000,2021-04-30 08:34:16.877,2021-04-30 06:04:29.000,244.0,333.0,3785.0,2021-04-30 06:09:29.000,1.5.7,67.0,50.0,,conda-forge/autopep8,autopep8,86.0,2702.0,87491.0,77307.0,https://pypi.org/project/autopep8,2021-04-30 06:04:42.000,10184.0,2052476.0,2060183.0,https://anaconda.org/conda-forge/autopep8,2021-04-30 08:34:16.877,462447.0,1.0,,,,,,,,,,
18,pylint,https://github.com/PyCQA/pylint,,It's not just a linter that annoys you!.,linters,34,True,PyCQA/pylint,https://github.com/PyCQA/pylint,GPL-2.0,2015-12-09 05:40:02.000,2021-06-02 16:29:55.000,2021-06-02 16:27:01.000,716.0,2723.0,3369.0,2021-05-31 19:04:53.000,2.8.3,105.0,392.0,,conda-forge/pylint,pylint,705.0,5480.0,37734.0,,https://pypi.org/project/pylint,2021-05-31 19:00:03.000,37734.0,10001618.0,10033997.0,https://anaconda.org/conda-forge/pylint,2021-03-03 00:06:43.039,1878025.0,1.0,,,,,,,,,,
19,setuptools,https://github.com/pypa/setuptools,,Official project repository for the Setuptools build system.,build-tools,34,True,pypa/setuptools,https://github.com/pypa/setuptools,MIT,2016-03-29 14:02:33.000,2021-06-02 10:47:19.000,2021-05-29 15:41:00.000,729.0,1235.0,1362.0,2021-05-23 03:55:07.000,57.0.0,430.0,443.0,,conda-forge/setuptools,setuptools,539.0,,161435.0,103505.0,https://pypi.org/project/setuptools,2021-05-23 03:54:57.000,57930.0,104593502.0,104965945.0,https://anaconda.org/conda-forge/setuptools,2021-01-08 05:42:17.824,21974098.0,1.0,107.0,,,,,,,,,
20,rich,https://github.com/willmcgugan/rich,,Rich is a Python library for rich text and beautiful formatting in the terminal.,logging,33,True,willmcgugan/rich,https://github.com/willmcgugan/rich,MIT,2019-11-10 15:28:09.000,2021-06-02 05:13:27.000,2021-05-21 10:00:53.000,795.0,450.0,26292.0,2021-05-19 16:16:58.000,10.2.2,126.0,91.0,,conda-forge/rich,rich,9.0,1952.0,4310.0,4310.0,https://pypi.org/project/rich,2021-05-19 16:16:00.000,0.0,1745155.0,1766056.0,https://anaconda.org/conda-forge/rich,2021-05-19 19:58:08.049,229911.0,1.0,,,,,,,,,,
21,black,https://github.com/psf/black,,The uncompromising Python code formatter.,formatters,33,True,psf/black,https://github.com/psf/black,MIT,2018-03-14 19:54:45.000,2021-06-02 22:15:18.000,2021-06-02 03:01:02.000,1355.0,1257.0,21215.0,2021-05-31 14:27:43.000,21.5b2,29.0,251.0,,conda-forge/black,black,298.0,,66492.0,60264.0,https://pypi.org/project/black,2021-05-31 14:28:12.000,6228.0,7550590.0,7594521.0,https://anaconda.org/conda-forge/black,2021-06-01 15:30:09.204,1606213.0,2.0,14061.0,,,,,,,,,
22,mkdocs-material,https://github.com/squidfunk/mkdocs-material,,A Material Design theme for MkDocs.,documentation,33,True,squidfunk/mkdocs-material,https://github.com/squidfunk/mkdocs-material,MIT,2016-01-28 22:09:23.000,2021-06-02 21:41:34.000,2021-06-01 06:51:54.000,1586.0,1034.0,6624.0,2021-05-30 11:50:32.000,7.1.6,200.0,116.0,['mkdocs'],conda-forge/mkdocs-material,mkdocs-material,9.0,3375.0,8284.0,6782.0,https://pypi.org/project/mkdocs-material,2021-05-30 11:50:32.000,1502.0,455145.0,456903.0,https://anaconda.org/conda-forge/mkdocs-material,2021-05-31 05:55:39.520,43970.0,1.0,,,,,,,,,,
23,hypothesis,https://github.com/HypothesisWorks/hypothesis,,"Hypothesis is a powerful, flexible, and easy to use library for property-based testing.",testing,33,True,HypothesisWorks/hypothesis,https://github.com/HypothesisWorks/hypothesis,MPL-2.0,2013-03-10 13:51:19.000,2021-06-03 13:26:08.000,2021-06-03 11:35:24.000,464.0,1052.0,5201.0,2021-06-03 11:35:47.000,hypothesis-python-6.13.12,848.0,248.0,,conda-forge/hypothesis,hypothesis,58.0,10814.0,11420.0,8804.0,https://pypi.org/project/hypothesis,2021-06-03 11:35:31.000,2616.0,1784097.0,1854959.0,https://anaconda.org/conda-forge/hypothesis,2021-06-03 13:17:35.465,4180886.0,1.0,,,,,,,,,,
24,isort,https://github.com/PyCQA/isort,,A Python utility / library to sort imports.,formatters,33,True,PyCQA/isort,https://github.com/PyCQA/isort,MIT,2013-09-02 22:22:53.000,2021-06-02 07:29:33.000,2021-06-02 07:29:30.000,399.0,926.0,3923.0,2021-03-21 06:05:17.000,5.8.0,126.0,236.0,,conda-forge/isort,isort,29.0,,198867.0,174649.0,https://pypi.org/project/isort,2020-12-31 01:15:41.000,24218.0,14986565.0,15019468.0,https://anaconda.org/conda-forge/isort,2021-03-21 08:22:11.429,1941308.0,2.0,,,,,,,,,,
25,sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,,Sphinx theme for readthedocs.org.,documentation,33,True,readthedocs/sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,MIT,2013-10-17 17:10:49.000,2021-06-02 07:22:20.000,2021-05-01 01:50:03.000,1560.0,490.0,3705.0,2018-10-05 13:20:49.000,0.4.2,23.0,104.0,['sphinx'],conda-forge/sphinx_rtd_theme,sphinx_rtd_theme,192.0,1217.0,23490.0,16.0,https://pypi.org/project/sphinx_rtd_theme,2018-10-05 13:20:49.000,23474.0,2040568.0,2063563.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2021-04-06 20:57:24.009,1333723.0,1.0,,,,,,,,,,
26,poetry,https://github.com/python-poetry/poetry,,Python dependency management and packaging made easy.,dependency-managers,32,True,python-poetry/poetry,https://github.com/python-poetry/poetry,MIT,2018-02-28 15:23:47.000,2021-06-03 08:10:57.000,2021-06-01 14:41:15.000,1234.0,1879.0,15237.0,2021-04-14 17:08:31.000,1.1.6,135.0,275.0,,conda-forge/poetry,poetry,1140.0,1802.0,64.0,,https://pypi.org/project/poetry,2021-05-21 14:01:30.000,64.0,2255825.0,2432059.0,https://anaconda.org/conda-forge/poetry,2021-04-15 00:21:03.148,215528.0,2.0,6602009.0,,,,,,,,,
27,conda,https://github.com/conda/conda,,"OS-agnostic, system-level binary package manager and ecosystem.",dependency-managers,32,True,conda/conda,https://github.com/conda/conda,BSD-3-Clause,2012-10-15 22:08:03.000,2021-06-02 17:31:01.000,2021-06-01 12:39:42.000,1033.0,6044.0,4158.0,2021-04-15 16:31:48.000,4.10.1,100.0,356.0,,conda-forge/conda,conda,1990.0,15687.0,2104.0,,https://pypi.org/project/conda,2017-04-22 23:38:35.000,2104.0,56518.0,374571.0,https://anaconda.org/conda-forge/conda,2021-04-21 16:07:33.360,18447074.0,2.0,,,,,,,,,,
28,virtualenv,https://github.com/pypa/virtualenv,,Virtual Python Environment builder.,virtual-envs,32,True,pypa/virtualenv,https://github.com/pypa/virtualenv,MIT,2011-03-06 14:33:27.000,2021-05-31 16:55:24.000,2021-05-24 18:22:31.000,894.0,1075.0,3884.0,2021-05-24 18:15:38.000,20.4.7,162.0,171.0,,conda-forge/virtualenv,virtualenv,60.0,,34422.0,,https://pypi.org/project/virtualenv,2021-05-24 18:15:38.000,34422.0,18551044.0,18568751.0,https://anaconda.org/conda-forge/virtualenv,2021-05-24 21:48:38.685,903076.0,2.0,,,,,,,,,,
29,freezegun,https://github.com/spulec/freezegun,,Let your Python tests travel through time.,testing,32,True,spulec/freezegun,https://github.com/spulec/freezegun,Apache-2.0,2012-12-11 05:11:00.000,2021-05-07 15:53:29.000,2021-01-20 07:44:52.000,196.0,165.0,2897.0,2021-01-20 07:45:20.000,1.1.0,56.0,94.0,,conda-forge/freezegun,freezegun,67.0,521.0,16431.0,8079.0,https://pypi.org/project/freezegun,2021-01-20 07:45:20.000,8352.0,3681274.0,3684770.0,https://anaconda.org/conda-forge/freezegun,2021-01-20 09:23:22.014,220262.0,1.0,,,,,,,,,,
30,nose,https://github.com/nose-devs/nose,,nose is nicer testing for python.,testing,32,False,nose-devs/nose,https://github.com/nose-devs/nose,LGPL-2.1+,2011-12-13 19:36:32.000,2021-04-09 10:35:26.000,2016-03-04 01:16:26.000,358.0,461.0,1339.0,2015-06-02 09:12:36.000,1.3.7,14.0,95.0,,conda-forge/nose,nose,447.0,1004.0,195895.0,109421.0,https://pypi.org/project/nose,2015-06-02 09:12:36.000,86474.0,4076163.0,4104873.0,https://anaconda.org/conda-forge/nose,2020-10-11 16:52:20.277,1751325.0,1.0,,,,,,,,,,
31,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 15:39:39.000,2021-06-02 01:42:14.000,2021-06-02 01:42:11.000,238.0,313.0,1123.0,2021-03-15 16:36:43.000,3.4.0,42.0,102.0,,conda-forge/twine,twine,42.0,955.0,58205.0,40701.0,https://pypi.org/project/twine,2021-03-15 16:36:43.000,17504.0,1879013.0,1883706.0,https://anaconda.org/conda-forge/twine,2021-03-17 03:54:06.297,272213.0,1.0,,,,,,,,,,
32,pyflakes,https://github.com/PyCQA/pyflakes,,A simple program which checks Python source files for errors.,linters,32,True,PyCQA/pyflakes,https://github.com/PyCQA/pyflakes,MIT,2014-04-07 06:19:46.000,2021-05-28 17:28:29.000,2021-05-28 17:28:29.000,145.0,342.0,1034.0,2021-03-24 16:32:54.000,2.3.1,30.0,77.0,,conda-forge/pyflakes,pyflakes,80.0,513.0,115881.0,89383.0,https://pypi.org/project/pyflakes,2021-03-24 16:32:54.000,26498.0,12654538.0,12696379.0,https://anaconda.org/conda-forge/pyflakes,2021-03-24 22:10:26.104,2510464.0,1.0,,,,,,,,,,
33,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 20:01:12.000,2021-06-02 16:41:25.608,2021-06-01 17:24:18.000,143.0,193.0,1027.0,2021-06-01 17:24:42.000,2.12.1,42.0,66.0,['pytest'],conda-forge/pytest-cov,pytest-cov,101.0,813.0,130740.0,87346.0,https://pypi.org/project/pytest-cov,2021-06-01 17:24:42.000,43394.0,11680008.0,11725363.0,https://anaconda.org/conda-forge/pytest-cov,2021-06-02 16:41:25.608,2857424.0,1.0,,,,,,,,,,
34,sentry-sdk,https://github.com/getsentry/sentry-python,,The new Python SDK for Sentry.io.,logging,32,True,getsentry/sentry-python,https://github.com/getsentry/sentry-python,BSD-2-Clause,2018-06-18 22:51:10.000,2021-06-02 21:14:02.000,2021-06-02 14:46:24.000,208.0,374.0,935.0,2021-05-06 17:24:17.000,1.1.0,128.0,97.0,,conda-forge/sentry-sdk,sentry-sdk,171.0,1245.0,12432.0,11446.0,https://pypi.org/project/sentry-sdk,2021-05-06 17:24:12.000,986.0,8730895.0,8733722.0,https://anaconda.org/conda-forge/sentry-sdk,2021-05-11 18:36:53.766,83475.0,2.0,4462.0,,,,,,,,,
35,parso,https://github.com/davidhalter/parso,,A Python Parser.,linters,32,True,davidhalter/parso,https://github.com/davidhalter/parso,MIT,2017-05-08 20:14:30.000,2021-05-30 07:38:09.000,2021-05-30 07:37:32.000,68.0,90.0,412.0,2021-03-30 20:43:51.000,0.8.2,25.0,40.0,,conda-forge/parso,parso,8.0,1086.0,140376.0,129012.0,https://pypi.org/project/parso,2021-03-30 20:43:51.000,11364.0,13272874.0,13369697.0,https://anaconda.org/conda-forge/parso,2021-03-31 00:05:02.064,4066592.0,1.0,,,,,,,,,,
36,loguru,https://github.com/Delgan/loguru,,Python logging made (stupidly) simple.,logging,31,True,Delgan/loguru,https://github.com/Delgan/loguru,MIT,2017-08-15 17:22:32.000,2021-04-19 15:15:46.138,2021-03-19 22:08:53.000,403.0,362.0,9026.0,2020-09-20 07:56:32.000,0.5.3,17.0,29.0,,conda-forge/loguru,loguru,49.0,558.0,7695.0,7353.0,https://pypi.org/project/loguru,2020-09-20 07:54:28.000,342.0,1571519.0,1577853.0,https://anaconda.org/conda-forge/loguru,2021-04-19 15:15:46.138,177355.0,2.0,,,,,,,,,,
37,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 00:39:38.000,2021-06-02 20:48:58.000,2021-05-31 17:56:52.000,446.0,1110.0,6029.0,2021-05-21 21:08:51.000,2.13.0,160.0,121.0,,conda-forge/pre-commit,pre-commit,26.0,2017.0,2136.0,,https://pypi.org/project/pre-commit,2021-05-21 21:05:09.000,2136.0,3227198.0,3252668.0,https://anaconda.org/conda-forge/pre-commit,2021-05-27 13:32:23.502,557406.0,1.0,6032.0,,,,,,,,,
38,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 08:50:26.000,2021-06-02 15:27:20.000,2021-06-01 14:00:16.000,426.0,608.0,4997.0,2021-04-14 09:19:42.000,6.1.0,92.0,147.0,,conda-forge/pip-tools,pip-tools,122.0,1544.0,3252.0,,https://pypi.org/project/pip-tools,2021-03-16 00:32:58.000,3252.0,2019393.0,2020179.0,https://anaconda.org/conda-forge/pip-tools,2021-04-14 11:47:58.017,11014.0,2.0,,,,,,,,,,
39,buildbot,https://github.com/buildbot/buildbot,,Python-based continuous integration testing framework; your pull requests are more than welcome!.,build-tools,31,True,buildbot/buildbot,https://github.com/buildbot/buildbot,GPL-2.0,2010-07-06 17:56:53.000,2021-05-27 19:58:20.000,2021-05-26 09:26:02.000,1517.0,687.0,4623.0,2021-04-28 10:47:25.000,3.1.1,111.0,790.0,,conda-forge/buildbot,buildbot,641.0,21990.0,1140.0,248.0,https://pypi.org/project/buildbot,2021-04-28 11:01:30.000,892.0,57047.0,58966.0,https://anaconda.org/conda-forge/buildbot,2021-04-28 12:55:11.512,34132.0,2.0,15104.0,,,,,,,,,
40,invoke,https://github.com/pyinvoke/invoke,,Pythonic task management & command execution.,build-tools,31,True,pyinvoke/invoke,https://github.com/pyinvoke/invoke,BSD-2-Clause,2012-02-29 23:59:23.000,2021-05-30 21:29:53.000,2021-05-30 21:29:07.000,280.0,357.0,3292.0,2020-12-31 02:43:43.000,1.5.0,50.0,55.0,,conda-forge/invoke,invoke,303.0,3507.0,12456.0,7854.0,https://pypi.org/project/invoke,2020-12-31 02:43:43.000,4602.0,1453342.0,1458341.0,https://anaconda.org/conda-forge/invoke,2021-01-06 14:58:41.830,309990.0,2.0,,,,,,,,,,
41,bandit,https://github.com/PyCQA/bandit,,Bandit is a tool designed to find common security issues in Python code.,security,31,True,PyCQA/bandit,https://github.com/PyCQA/bandit,Apache-2.0,2018-04-26 09:08:12.000,2021-05-21 22:59:19.000,2021-04-12 17:48:57.000,325.0,364.0,3260.0,2020-12-13 02:48:28.000,1.7.0,31.0,132.0,,conda-forge/bandit,bandit,166.0,1169.0,9125.0,6771.0,https://pypi.org/project/bandit,2020-12-13 02:48:28.000,2354.0,1491185.0,1493965.0,https://anaconda.org/conda-forge/bandit,2021-03-10 05:39:36.125,69486.0,1.0,46.0,,,,,,,,,
42,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 17:51:47.000,2021-06-02 11:44:01.000,2021-06-02 11:43:55.000,132.0,110.0,1419.0,2021-06-02 11:43:46.000,0.13.9,41.0,48.0,,conda-forge/ipdb,ipdb,51.0,351.0,43195.0,26297.0,https://pypi.org/project/ipdb,2021-06-02 11:43:46.000,16898.0,1574559.0,1577423.0,https://anaconda.org/conda-forge/ipdb,2021-04-19 03:20:52.710,168978.0,1.0,,,,,,,,,,
43,logbook,https://github.com/getlogbook/logbook,,A cool logging replacement for Python.,logging,31,False,getlogbook/logbook,https://github.com/getlogbook/logbook,BSD-3-Clause,2010-07-22 10:13:12.000,2021-05-07 18:18:51.000,2019-10-16 17:48:40.000,157.0,125.0,1397.0,2019-01-16 20:35:25.000,1.4.3,41.0,76.0,,conda-forge/logbook,logbook,56.0,1194.0,4645.0,2581.0,https://pypi.org/project/logbook,2019-10-16 18:14:55.000,2064.0,465582.0,467130.0,https://anaconda.org/conda-forge/logbook,2021-01-11 05:40:29.145,41716.0,2.0,244.0,,,,,,,,,
44,tabulate,https://github.com/astanin/python-tabulate,,"Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from..",logging,31,True,astanin/python-tabulate,https://github.com/astanin/python-tabulate,MIT,2016-05-01 20:47:06.376,2021-05-16 09:57:59.000,2021-03-04 09:33:31.000,62.0,57.0,839.0,2021-02-22 07:34:12.000,0.8.9,25.0,67.0,,conda-forge/tabulate,tabulate,27.0,502.0,52631.0,44529.0,https://pypi.org/project/tabulate,2021-02-22 07:34:12.000,8102.0,16683578.0,16700921.0,https://anaconda.org/conda-forge/tabulate,2021-02-22 13:39:52.132,1057965.0,2.0,,,,,,,,,,
45,pytest-xdist,https://github.com/pytest-dev/pytest-xdist,,pytest plugin for distributed testing and loop-on-failures testing modes.,testing,31,True,pytest-dev/pytest-xdist,https://github.com/pytest-dev/pytest-xdist,MIT,2015-09-01 18:51:45.000,2021-05-31 19:35:12.000,2021-05-31 19:35:11.000,146.0,229.0,707.0,2021-02-09 21:06:38.000,2.2.1,55.0,73.0,['pytest'],conda-forge/pytest-xdist,pytest-xdist,191.0,868.0,25742.0,18400.0,https://pypi.org/project/pytest-xdist,2021-02-09 21:06:38.000,7342.0,4338289.0,4361976.0,https://anaconda.org/conda-forge/pytest-xdist,2021-02-10 14:13:48.139,1397582.0,2.0,,,,,,,,,,
46,alabaster,https://github.com/bitprophet/alabaster,,"Lightweight, configurable Sphinx theme. Now the Sphinx default!.",documentation,31,False,bitprophet/alabaster,https://github.com/bitprophet/alabaster,BSD-3-Clause,2013-12-07 00:03:15.000,2021-04-28 00:08:02.000,2020-01-10 23:50:18.000,153.0,52.0,609.0,2018-10-03 01:39:17.000,0.7.12,24.0,28.0,['sphinx'],conda-forge/alabaster,alabaster,75.0,350.0,61008.0,46110.0,https://pypi.org/project/alabaster,2018-10-03 01:39:17.000,14898.0,3916149.0,3956382.0,https://anaconda.org/conda-forge/alabaster,2018-10-03 15:29:30.017,2373776.0,2.0,,,,,,,,,,
47,coveralls-python,https://github.com/TheKevJames/coveralls-python,,Show coverage stats online via coveralls.io.,testing,31,True,coveralls-clients/coveralls-python,https://github.com/TheKevJames/coveralls-python,MIT,2013-02-06 20:48:39.000,2021-06-03 14:34:53.000,2021-06-01 23:10:52.000,174.0,132.0,457.0,2021-05-24 21:57:41.000,3.1.0,39.0,57.0,['pytest'],,coveralls,6.0,409.0,34715.0,17707.0,https://pypi.org/project/coveralls,2021-05-24 21:57:41.000,17008.0,556898.0,556898.0,,,,2.0,,,TheKevJames/coveralls-python,,,,,,,
48,packaging,https://github.com/pypa/packaging,,Core utilities for Python packages.,packaging,31,True,pypa/packaging,https://github.com/pypa/packaging,BSD-2-Clause,2014-05-15 22:49:43.000,2021-05-28 18:40:50.000,2021-05-28 18:40:49.000,154.0,144.0,302.0,2021-01-29 20:27:31.000,20.9,35.0,69.0,,conda-forge/packaging,packaging,53.0,,242678.0,213478.0,https://pypi.org/project/packaging,2021-01-29 20:24:35.000,29200.0,53857510.0,53983823.0,https://anaconda.org/conda-forge/packaging,2021-02-04 17:30:01.516,7578582.0,1.0,88.0,,,,,,,,,
49,wheel,https://github.com/pypa/wheel,,The official binary distribution format for Python.,build-tools,31,True,pypa/wheel,https://github.com/pypa/wheel,MIT,2016-07-16 23:19:28.580,2021-05-23 18:58:51.000,2021-05-23 18:58:13.000,89.0,289.0,242.0,2020-12-13 18:09:07.000,0.36.2,64.0,61.0,,conda-forge/wheel,wheel,23.0,732.0,62544.0,,https://pypi.org/project/wheel,2020-12-13 18:09:07.000,62544.0,70927008.0,71227997.0,https://anaconda.org/conda-forge/wheel,2020-12-13 19:48:16.429,17758398.0,2.0,,,,,,,,,,
50,Glances,https://github.com/nicolargo/glances,,"Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.",profiling,30,True,nicolargo/glances,https://github.com/nicolargo/glances,LGPL-3.0,2011-12-04 08:49:15.000,2021-06-01 16:22:51.000,2021-06-01 16:22:13.000,1186.0,1163.0,18471.0,2021-05-11 07:14:30.000,3.1.7,54.0,143.0,,conda-forge/glances,glances,200.0,3951.0,355.0,305.0,https://pypi.org/project/glances,2021-05-02 14:38:44.000,50.0,134339.0,136472.0,https://anaconda.org/conda-forge/glances,2021-02-07 19:32:17.197,134018.0,1.0,426.0,,,,,,,,,
51,numpydoc,https://github.com/numpy/numpydoc,,Numpy's Sphinx extensions.,documentation,30,True,numpy/numpydoc,https://github.com/numpy/numpydoc,BSD-3-Clause,2013-07-24 16:23:39.000,2021-05-24 23:17:20.000,2021-05-19 15:13:17.000,5540.0,94.0,17194.0,2020-07-01 21:59:00.000,1.1.0,13.0,65.0,['sphinx'],conda-forge/numpydoc,numpydoc,51.0,,33216.0,25868.0,https://pypi.org/project/numpydoc,2020-07-01 21:59:00.000,7348.0,269397.0,283963.0,https://anaconda.org/conda-forge/numpydoc,2020-10-01 19:37:54.384,772050.0,2.0,,,,,,,,,,
52,yapf,https://github.com/google/yapf,,A formatter for Python files.,formatters,30,True,google/yapf,https://github.com/google/yapf,Apache-2.0,2015-03-18 18:22:31.000,2021-06-03 11:41:05.000,2021-05-30 05:53:14.000,791.0,374.0,11755.0,2020-04-23 19:07:36.000,0.30.0,67.0,126.0,,conda-forge/yapf,yapf,310.0,,23715.0,20309.0,https://pypi.org/project/yapf,2020-04-23 19:07:36.000,3406.0,1670513.0,1681367.0,https://anaconda.org/conda-forge/yapf,2021-04-19 00:01:27.357,651244.0,3.0,,,,,,,,,,
53,py-spy,https://github.com/benfred/py-spy,,Sampling profiler for Python programs.,profiling,30,True,benfred/py-spy,https://github.com/benfred/py-spy,MIT,2018-08-01 02:22:15.000,2021-05-16 17:48:19.000,2021-05-16 17:21:31.000,248.0,142.0,6952.0,2021-05-16 17:48:19.000,0.3.7,30.0,25.0,,,py-spy,62.0,389.0,895.0,845.0,https://pypi.org/project/py-spy,2021-05-16 17:48:19.000,50.0,534974.0,535201.0,,,,1.0,5231.0,,,py-spy,,,,,,
54,pyautogui,https://github.com/asweigart/pyautogui,,A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.,testing,30,True,asweigart/pyautogui,https://github.com/asweigart/pyautogui,BSD-3-Clause,2014-07-17 23:30:38.000,2021-04-30 15:18:47.000,2021-04-18 05:05:11.000,714.0,169.0,5129.0,2020-10-06 22:15:19.000,0.9.52,49.0,50.0,,conda-forge/pyautogui,pyautogui,307.0,390.0,8661.0,8053.0,https://pypi.org/project/pyautogui,2020-10-06 22:15:19.000,608.0,444022.0,446873.0,https://anaconda.org/conda-forge/pyautogui,2020-10-13 12:17:23.308,122617.0,2.0,,,,,,,,,,
55,factory_boy,https://github.com/FactoryBoy/factory_boy,,A test fixtures replacement for Python.,testing,30,True,FactoryBoy/factory_boy,https://github.com/FactoryBoy/factory_boy,MIT,2011-05-11 08:26:59.000,2021-05-31 19:11:44.000,2021-05-31 19:11:43.000,315.0,340.0,2514.0,2018-05-05 15:05:40.000,2.11.1,36.0,115.0,,conda-forge/factory_boy,factory_boy,138.0,880.0,4256.0,,https://pypi.org/project/factory_boy,2018-05-05 15:05:40.000,4256.0,1689722.0,1690921.0,https://anaconda.org/conda-forge/factory_boy,2021-04-04 01:17:30.466,68371.0,2.0,,,,,,,,,,
56,pydocstyle,https://github.com/PyCQA/pydocstyle,,docstring style checker.,linters,30,True,PyCQA/pydocstyle,https://github.com/PyCQA/pydocstyle,MIT,2012-01-31 17:18:23.000,2021-05-18 22:35:13.379,2021-05-17 20:39:45.000,146.0,194.0,775.0,2021-05-17 20:37:45.000,6.1.1,17.0,72.0,,conda-forge/pydocstyle,pydocstyle,73.0,710.0,20515.0,16595.0,https://pypi.org/project/pydocstyle,2021-05-17 20:37:45.000,3920.0,2160731.0,2166861.0,https://anaconda.org/conda-forge/pydocstyle,2021-05-18 22:35:13.379,361697.0,2.0,51.0,,,,,,,,,
57,PySnooper,https://github.com/cool-RR/PySnooper,,Never use print for debugging again.,debugging,29,True,cool-RR/PySnooper,https://github.com/cool-RR/PySnooper,MIT,2019-04-18 13:55:43.000,2021-05-20 07:26:20.000,2021-05-19 08:23:53.000,892.0,93.0,14449.0,2021-05-19 08:24:40.000,0.5.0,54.0,26.0,,conda-forge/pysnooper,pysnooper,18.0,299.0,449.0,403.0,https://pypi.org/project/pysnooper,2021-05-19 08:24:40.000,46.0,94871.0,96308.0,https://anaconda.org/conda-forge/pysnooper,2021-05-19 12:14:49.747,35935.0,1.0,,,,,,,,,,
58,pyre-check,https://github.com/facebook/pyre-check,,Performant type-checking for python.,linters,29,True,facebook/pyre-check,https://github.com/facebook/pyre-check,MIT,2017-11-10 17:31:36.000,2021-06-03 14:14:16.000,2021-06-03 14:14:11.000,319.0,194.0,5397.0,2021-05-14 19:50:13.000,0.9.3,62.0,161.0,,,pyre-check,65.0,9234.0,46.0,,https://pypi.org/project/pyre-check,2021-05-14 01:29:18.000,46.0,19636.0,19636.0,,,,2.0,,,,,,,,,,
59,line_profiler,https://github.com/pyutils/line_profiler,,Line-by-line profiling for Python.,profiling,29,True,pyutils/line_profiler,https://github.com/pyutils/line_profiler,BSD-3-Clause,2016-05-26 17:37:38.151,2021-05-24 16:18:09.000,2021-05-24 16:18:09.000,250.0,10.0,3521.0,2021-04-30 19:15:30.000,3.2.5,8.0,24.0,,conda-forge/line_profiler,line_profiler,31.0,160.0,692.0,,https://pypi.org/project/line_profiler,2017-12-20 02:30:37.000,692.0,454136.0,457099.0,https://anaconda.org/conda-forge/line_profiler,2021-05-01 02:19:56.551,180797.0,2.0,,,,,,,,,,
60,pipreqs,https://github.com/bndr/pipreqs,,pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this..,dependency-managers,29,True,bndr/pipreqs,https://github.com/bndr/pipreqs,Apache-2.0,2015-04-22 16:38:14.000,2021-05-13 18:45:04.000,2021-05-05 05:08:31.000,224.0,88.0,3427.0,2019-11-14 11:06:56.000,0.4.10,38.0,50.0,,conda-forge/pipreqs,pipreqs,82.0,300.0,5909.0,5381.0,https://pypi.org/project/pipreqs,2019-11-14 11:00:54.000,528.0,107769.0,108139.0,https://anaconda.org/conda-forge/pipreqs,2019-11-14 14:53:43.131,21096.0,3.0,,,,,,,,,,
61,wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,,The strictest and most opinionated python linter ever!.,linters,29,True,wemake-services/wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,MIT,2018-03-09 21:04:25.000,2021-06-03 07:26:54.000,2021-06-03 07:26:51.000,274.0,867.0,1493.0,2021-02-27 12:22:01.000,0.15.2,51.0,141.0,,,wemake-python-styleguide,83.0,1717.0,362.0,348.0,https://pypi.org/project/wemake-python-styleguide,2021-02-27 12:21:14.000,14.0,75596.0,75596.0,,,,2.0,,,,,,,,,,
62,rope,https://github.com/python-rope/rope,,a python refactoring library.,refactoring,29,True,python-rope/rope,https://github.com/python-rope/rope,LGPL-3.0,2013-11-30 15:30:20.000,2021-05-30 20:11:33.599,2021-05-20 05:32:18.000,142.0,116.0,1139.0,2020-10-07 16:08:59.000,0.18.0,19.0,63.0,,conda-forge/rope,rope,70.0,1881.0,31677.0,28745.0,https://pypi.org/project/rope,2020-10-07 16:08:59.000,2932.0,406453.0,416973.0,https://anaconda.org/conda-forge/rope,2021-05-30 20:11:33.599,526012.0,1.0,,,,,,,,,,
63,pytest-mock,https://github.com/pytest-dev/pytest-mock,,Thin-wrapper around the mock package for easier use with pytest.,testing,29,True,pytest-dev/pytest-mock,https://github.com/pytest-dev/pytest-mock,MIT,2014-07-17 00:40:32.000,2021-05-31 19:11:16.000,2021-05-31 19:11:15.000,95.0,89.0,1075.0,2021-05-18 11:53:27.000,3.6.1,52.0,54.0,['pytest'],conda-forge/pytest-mock,pytest-mock,10.0,,22653.0,16473.0,https://pypi.org/project/pytest-mock,2021-05-06 19:21:18.000,6180.0,4060310.0,4076075.0,https://anaconda.org/conda-forge/pytest-mock,2021-05-07 01:15:17.653,930179.0,2.0,,,,,,,,,,
64,pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,,Pytest support for asyncio.,testing,29,True,pytest-dev/pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,Apache-2.0,2015-04-11 00:18:05.000,2021-05-30 22:55:43.000,2021-05-30 22:55:43.000,79.0,95.0,729.0,2021-04-21 23:04:29.000,0.15.1,20.0,26.0,['pytest'],conda-forge/pytest-asyncio,pytest-asyncio,65.0,177.0,14461.0,12433.0,https://pypi.org/project/pytest-asyncio,2021-04-21 23:04:29.000,2028.0,1585149.0,1593956.0,https://anaconda.org/conda-forge/pytest-asyncio,2021-05-21 05:59:51.013,431552.0,2.0,,,,,,,,,,
65,flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,,A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in..,linters,29,True,PyCQA/flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,MIT,2016-03-15 20:54:43.000,2021-04-03 17:18:13.000,2021-04-01 21:18:24.000,41.0,53.0,546.0,2021-04-01 21:21:59.000,21.4.3,34.0,37.0,['flake8'],conda-forge/flake8-bugbear,flake8-bugbear,37.0,163.0,4732.0,3692.0,https://pypi.org/project/flake8-bugbear,2021-04-01 21:21:59.000,1040.0,808445.0,821905.0,https://anaconda.org/conda-forge/flake8-bugbear,2021-04-02 22:23:40.112,296126.0,2.0,,,,,,,,,,
66,breathe,https://github.com/michaeljones/breathe,,ReStructuredText and Sphinx bridge to Doxygen.,documentation,29,True,michaeljones/breathe,https://github.com/michaeljones/breathe,BSD-3-Clause,2009-02-03 18:52:25.000,2021-05-30 01:47:25.000,2021-05-18 23:33:51.000,138.0,340.0,533.0,2021-05-06 19:46:25.000,4.30.0,59.0,94.0,,conda-forge/breathe,breathe,101.0,1467.0,6574.0,4566.0,https://pypi.org/project/breathe,2021-05-06 19:45:36.000,2008.0,90193.0,93691.0,https://anaconda.org/conda-forge/breathe,2021-05-08 22:53:25.599,194088.0,2.0,66.0,,,,,,,,,
67,prettytable,https://github.com/jazzband/prettytable,,Display tabular data in a visually appealing ASCII table format.,logging,29,False,jazzband/prettytable,https://github.com/jazzband/prettytable,BSD-1-Clause,2016-01-15 02:39:17.000,2021-05-31 08:30:26.000,2021-04-17 17:19:27.000,71.0,31.0,464.0,2021-03-02 19:34:23.000,2.1.0,14.0,27.0,,conda-forge/prettytable,prettytable,18.0,309.0,16967.0,16967.0,https://pypi.org/project/prettytable,2021-03-02 19:34:23.000,0.0,3405054.0,3409584.0,https://anaconda.org/conda-forge/prettytable,2021-03-02 22:49:12.885,271842.0,2.0,,,,,,,,,,
68,pytest-html,https://github.com/pytest-dev/pytest-html,,Plugin for generating HTML reports for pytest results.,testing,29,True,pytest-dev/pytest-html,https://github.com/pytest-dev/pytest-html,MPL-2.0,2015-04-14 19:22:42.000,2021-05-11 22:04:17.000,2021-01-23 03:26:17.000,170.0,180.0,423.0,2020-12-13 15:24:58.000,3.1.1,44.0,43.0,['pytest'],conda-forge/pytest-html,pytest-html,81.0,376.0,11219.0,10235.0,https://pypi.org/project/pytest-html,2020-12-13 15:24:58.000,984.0,1716444.0,1719145.0,https://anaconda.org/conda-forge/pytest-html,2020-12-13 19:43:13.698,132367.0,2.0,,,,,,,,,,
69,mccabe,https://github.com/PyCQA/mccabe,,McCabe complexity checker for Python.,code-metrics,29,True,PyCQA/mccabe,https://github.com/PyCQA/mccabe,Saxpath,2013-02-20 22:19:04.000,2021-04-02 23:49:37.000,2021-04-02 23:49:37.000,40.0,34.0,401.0,2017-01-26 22:13:14.000,0.6.1,11.0,21.0,,conda-forge/mccabe,mccabe,7.0,142.0,227967.0,196957.0,https://pypi.org/project/mccabe,2017-01-26 22:13:14.000,31010.0,18029757.0,18074508.0,https://anaconda.org/conda-forge/mccabe,2018-07-08 18:43:04.536,2685101.0,1.0,,,,,,,,,,
70,hacking,https://github.com/openstack/hacking,,OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org.,linters,29,True,openstack/hacking,https://github.com/openstack/hacking,Apache-2.0,2013-03-26 21:09:28.000,2021-05-31 21:41:07.000,2021-05-31 20:05:41.000,66.0,,218.0,2021-04-21 10:37:50.000,4.1.0,37.0,179.0,['flake8'],,hacking,,1050.0,8690.0,,https://pypi.org/project/hacking,2021-04-21 10:37:50.000,8690.0,169843.0,169843.0,,,,2.0,,,,,,,,,,
71,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 22:40:09.000,2021-04-12 00:18:06.000,2021-04-12 00:18:06.000,46.0,75.0,183.0,2020-12-30 23:17:52.000,1.4.2,29.0,21.0,,,typed_ast,6.0,173.0,10362.0,,https://pypi.org/project/typed_ast,2021-04-11 23:57:40.000,10362.0,17028473.0,17028473.0,,,,1.0,,,,,,,,,,
72,playwright-python,https://github.com/microsoft/playwright-python,,Python version of the Playwright testing and automation library.,testing,28,True,microsoft/playwright-python,https://github.com/microsoft/playwright-python,Apache-2.0,2020-07-01 15:28:13.000,2021-06-01 16:22:50.000,2021-06-01 16:22:49.000,393.0,329.0,4584.0,2021-05-20 21:04:39.000,1.11.2,52.0,21.0,,,playwright,17.0,365.0,228.0,228.0,https://pypi.org/project/playwright,2021-05-20 21:04:39.000,0.0,63914.0,63914.0,,,,2.0,,2.0,,,,,,,,
73,pytype,https://github.com/google/pytype,,A static type analyzer for Python code.,linters,28,True,google/pytype,https://github.com/google/pytype,Apache-2.0,2015-03-18 20:52:08.000,2021-05-25 21:44:30.000,2021-05-25 19:10:25.000,192.0,318.0,3292.0,2021-05-25 21:37:24.000,2021.5.25,102.0,61.0,,conda-forge/pytype,pytype,102.0,4310.0,88.0,,https://pypi.org/project/pytype,2021-05-25 21:37:24.000,88.0,101649.0,105285.0,https://anaconda.org/conda-forge/pytype,2020-10-13 18:48:00.617,47271.0,2.0,,,,,,,,,,
74,structlog,https://github.com/hynek/structlog,,Structured Logging for Python.,logging,28,True,hynek/structlog,https://github.com/hynek/structlog,MIT,2013-08-13 15:55:58.000,2021-06-03 05:50:15.000,2021-06-03 05:50:15.000,137.0,150.0,1502.0,2021-02-18 16:17:00.000,21.1.0,23.0,73.0,,conda-forge/structlog,structlog,33.0,,4467.0,3261.0,https://pypi.org/project/structlog,2021-02-18 16:06:29.000,1206.0,2112500.0,2114358.0,https://anaconda.org/conda-forge/structlog,2021-02-22 14:39:08.894,109649.0,2.0,,,,,,,,,,
75,pyelftools,https://github.com/eliben/pyelftools,,Parsing ELF and DWARF in Python.,debugging,28,True,eliben/pyelftools,https://github.com/eliben/pyelftools,Unlicense,2013-06-08 22:55:54.000,2021-05-27 13:38:35.000,2021-05-27 13:38:35.000,390.0,112.0,1231.0,,,8.0,75.0,,conda-forge/pyelftools,pyelftools,54.0,571.0,3051.0,2167.0,https://pypi.org/project/pyelftools,2020-10-27 13:45:19.000,884.0,641755.0,642790.0,https://anaconda.org/conda-forge/pyelftools,2020-10-27 16:16:13.901,65214.0,2.0,,,,,,,,,,
76,radon,https://github.com/rubik/radon,,Various code metrics for Python code.,code-metrics,28,True,rubik/radon,https://github.com/rubik/radon,MIT,2012-09-20 18:58:58.000,2021-06-02 16:33:10.000,2021-05-23 07:39:42.000,94.0,134.0,1220.0,2021-05-09 14:36:02.000,4.5.1,50.0,46.0,,conda-forge/radon,radon,20.0,514.0,2869.0,1771.0,https://pypi.org/project/radon,2021-05-23 07:40:10.000,1098.0,386941.0,387614.0,https://anaconda.org/conda-forge/radon,2020-09-18 20:13:31.841,29616.0,2.0,,,,,,,,,,
77,scons,https://github.com/SCons/scons,,SCons - a software construction tool.,build-tools,28,True,SCons/scons,https://github.com/SCons/scons,MIT,2017-03-23 22:12:34.579,2021-06-02 06:20:19.000,2021-05-17 00:52:19.000,210.0,2641.0,1152.0,2021-01-19 22:02:05.000,4.1.0,14.0,133.0,,conda-forge/scons,scons,664.0,7140.0,50.0,,https://pypi.org/project/scons,2019-12-17 02:49:51.000,50.0,152106.0,155869.0,https://anaconda.org/conda-forge/scons,2021-01-20 08:05:53.549,191297.0,2.0,352.0,,,,,,,,,
78,safety,https://github.com/pyupio/safety,,Safety checks your installed dependencies for known security vulnerabilities.,security,28,True,pyupio/safety,https://github.com/pyupio/safety,MIT,2016-10-19 13:22:56.000,2021-05-14 19:37:10.000,2021-04-28 19:57:23.000,85.0,68.0,1027.0,2021-01-15 19:34:46.000,1.10.3,38.0,35.0,,conda-forge/safety,safety,44.0,372.0,2459.0,1915.0,https://pypi.org/project/safety,2021-01-15 19:34:46.000,544.0,575948.0,579915.0,https://anaconda.org/conda-forge/safety,2021-01-15 20:54:00.958,18177.0,2.0,48606.0,,,,,,,,,
79,python-json-logger,https://github.com/madzak/python-json-logger,,Json Formatter for the standard python logger.,logging,28,True,madzak/python-json-logger,https://github.com/madzak/python-json-logger,BSD-2-Clause,2011-12-27 05:12:26.000,2021-04-18 19:41:32.000,2020-10-12 16:12:03.000,144.0,45.0,978.0,2020-10-12 16:26:53.000,2.0.1,19.0,43.0,,conda-forge/python-json-logger,python-json-logger,18.0,179.0,16113.0,15195.0,https://pypi.org/project/python-json-logger,2020-10-12 16:26:53.000,918.0,3103190.0,3116568.0,https://anaconda.org/conda-forge/python-json-logger,2020-10-12 23:31:31.855,668932.0,2.0,,,,,,,,,,
80,colorlog,https://github.com/borntyping/python-colorlog,,A colored formatter for the python logging module.,logging,28,True,borntyping/python-colorlog,https://github.com/borntyping/python-colorlog,MIT,2012-09-05 17:57:21.000,2021-05-27 09:29:03.000,2021-05-27 09:28:52.000,72.0,62.0,691.0,2021-04-13 13:51:48.000,5.0.1,58.0,29.0,,conda-forge/colorlog,colorlog,2.0,,13632.0,9966.0,https://pypi.org/project/colorlog,2021-05-27 09:18:43.000,3666.0,4673217.0,4679076.0,https://anaconda.org/conda-forge/colorlog,2021-04-14 16:26:06.310,363312.0,2.0,,,,,,,,,,
81,buildout,https://github.com/buildout/buildout,,Buildout is a deployment automation tool written in and extended with Python.,build-tools,28,False,buildout/buildout,https://github.com/buildout/buildout,ZPL-2.1,2012-03-25 21:47:18.000,2021-05-11 11:55:36.000,2021-03-29 11:37:20.000,170.0,203.0,512.0,2021-03-08 07:25:44.000,2.13.4,103.0,89.0,,,zc.buildout,138.0,1616.0,1974.0,,https://pypi.org/project/zc.buildout,2021-03-09 08:12:12.000,1974.0,97419.0,97419.0,,,,2.0,,,,,,,,,,
82,pylint-django,https://github.com/PyCQA/pylint-django,,Pylint plugin for improving code analysis for when using Django.,linters,28,True,PyCQA/pylint-django,https://github.com/PyCQA/pylint-django,GPL-2.0,2013-10-01 06:35:15.000,2021-04-26 10:10:55.000,2021-04-26 10:09:38.000,99.0,149.0,465.0,2021-04-09 06:40:49.000,2.4.3,49.0,58.0,['pylint'],conda-forge/pylint-django,pylint-django,25.0,547.0,15806.0,13560.0,https://pypi.org/project/pylint-django,2021-04-09 06:39:56.000,2246.0,612618.0,613987.0,https://anaconda.org/conda-forge/pylint-django,2021-01-12 09:07:20.984,78928.0,2.0,180.0,,,,,,,,,
83,astunparse,https://github.com/simonpercivall/astunparse,,An AST unparser for Python.,ast,28,False,simonpercivall/astunparse,https://github.com/simonpercivall/astunparse,BSD-3-Clause,2014-03-31 15:34:54.000,2021-05-13 16:10:26.000,2019-12-22 18:11:19.000,39.0,21.0,161.0,2019-12-22 18:12:11.000,1.6.3,11.0,10.0,,conda-forge/astunparse,astunparse,18.0,86.0,20635.0,20453.0,https://pypi.org/project/astunparse,2019-12-22 18:12:11.000,182.0,4406664.0,4412342.0,https://anaconda.org/conda-forge/astunparse,2021-01-15 07:40:29.426,272547.0,2.0,,,,,,,,,,
84,sqlmap,https://github.com/sqlmapproject/sqlmap,,Automatic SQL injection and database takeover tool.,security,27,True,sqlmapproject/sqlmap,https://github.com/sqlmapproject/sqlmap,GPL-3.0,2012-06-26 09:52:15.000,2021-05-30 22:34:20.000,2021-05-30 22:34:14.000,4300.0,4277.0,20236.0,2021-03-03 22:08:16.000,1.5.3,67.0,106.0,,,sqlmap,47.0,9775.0,8.0,,https://pypi.org/project/sqlmap,2021-05-01 09:40:03.000,8.0,10929.0,10929.0,,,,2.0,,,,,,,,,,
85,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 15:40:33.000,2021-06-03 09:42:53.383,2021-06-02 10:57:52.000,289.0,726.0,4222.0,2021-05-24 14:17:03.000,0.6.15,151.0,97.0,,conda-forge/nuitka,nuitka,193.0,7748.0,54.0,,https://pypi.org/project/nuitka,2021-06-02 11:25:43.000,54.0,21895.0,26402.0,https://anaconda.org/conda-forge/nuitka,2021-06-03 09:42:53.383,279480.0,2.0,,,,,,,,,,
86,mimesis,https://github.com/lk-geimfari/mimesis,,"Mimesis is a high-performance fake data generator for Python, which provides data for a variety of purposes in a..",testing,27,True,lk-geimfari/mimesis,https://github.com/lk-geimfari/mimesis,MIT,2016-09-09 21:41:22.000,2021-06-02 10:01:26.000,2021-04-30 07:22:02.000,274.0,280.0,3302.0,2020-12-21 11:12:37.000,4.1.3,30.0,106.0,,,mimesis,7.0,1958.0,84.0,,https://pypi.org/project/mimesis,2020-12-21 11:12:37.000,84.0,124884.0,124886.0,,,,2.0,157.0,,,,,,,,,
87,coala,https://github.com/coala/coala,,"coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming..",linters,27,True,coala/coala,https://github.com/coala/coala,AGPL-3.0,2014-05-15 11:35:34.000,2021-06-03 11:29:22.000,2021-05-16 15:13:58.000,1356.0,2371.0,3194.0,2017-05-30 10:07:57.000,0.11.1,730.0,482.0,,,coala-bears,846.0,4486.0,218.0,10.0,https://pypi.org/project/coala-bears,2017-11-10 21:04:50.000,208.0,2223.0,2224.0,,,,2.0,135.0,,,,,,,,,
88,memory-profiler,https://github.com/pythonprofilers/memory_profiler,,Monitor Memory usage of Python code.,profiling,27,True,pythonprofilers/memory_profiler,https://github.com/pythonprofilers/memory_profiler,BSD-3-Clause,2011-10-14 11:56:14.000,2021-04-19 19:16:50.000,2021-04-19 19:16:50.000,309.0,99.0,2924.0,2018-08-16 03:16:49.000,0.54.0,52.0,87.0,,,memory_profiler,88.0,636.0,534.0,,https://pypi.org/project/memory_profiler,2018-08-16 03:16:49.000,534.0,366890.0,366890.0,,,,2.0,,,,,,,,,,
89,pyinstrument,https://github.com/joerick/pyinstrument,,Call stack profiler for Python. Shows you why your code is slow!.,profiling,27,True,joerick/pyinstrument,https://github.com/joerick/pyinstrument,BSD-3-Clause,2014-03-13 17:53:13.000,2021-05-03 13:06:12.737,2021-05-03 09:03:51.000,105.0,60.0,2784.0,2021-05-03 09:06:06.000,3.4.2,29.0,27.0,,conda-forge/pyinstrument,pyinstrument,19.0,470.0,401.0,265.0,https://pypi.org/project/pyinstrument,2021-05-03 09:06:06.000,136.0,154299.0,155544.0,https://anaconda.org/conda-forge/pyinstrument,2021-05-03 13:06:12.737,70995.0,2.0,,,,,,,,,,
90,pudb,https://github.com/inducer/pudb,,Full-screen console debugger for Python.,debugging,27,True,inducer/pudb,https://github.com/inducer/pudb,MIT,2011-05-13 23:44:30.000,2021-05-26 22:57:23.000,2021-05-26 22:57:22.000,181.0,132.0,2118.0,2017-09-02 18:52:28.000,2017.1.4,69.0,76.0,,conda-forge/pudb,pudb,139.0,,3784.0,2358.0,https://pypi.org/project/pudb,2021-05-08 20:11:53.000,1426.0,526008.0,527714.0,https://anaconda.org/conda-forge/pudb,2020-04-15 19:25:06.154,100696.0,2.0,,,,,,,,,,
91,vulture,https://github.com/jendrikseipp/vulture,,Find dead Python code.,refactoring,27,True,jendrikseipp/vulture,https://github.com/jendrikseipp/vulture,MIT,2016-08-11 15:39:58.647,2021-05-20 11:30:32.000,2021-04-29 20:36:37.000,80.0,132.0,1745.0,2021-01-16 17:51:40.000,2.3,42.0,28.0,,conda-forge/vulture,vulture,13.0,679.0,1296.0,936.0,https://pypi.org/project/vulture,2021-01-16 17:49:50.000,360.0,144142.0,144895.0,https://anaconda.org/conda-forge/vulture,2020-08-11 23:14:02.062,43721.0,2.0,,,,,,,,,,
92,Diamond,https://github.com/python-diamond/Diamond,,Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of..,profiling,27,False,python-diamond/Diamond,https://github.com/python-diamond/Diamond,MIT,2013-10-11 23:32:13.000,2021-04-29 21:15:40.000,2018-03-15 16:54:31.000,592.0,129.0,1617.0,2016-11-25 22:13:29.000,4.0.515,36.0,342.0,,,diamond,226.0,3219.0,91.0,60.0,https://pypi.org/project/diamond,2016-11-25 22:13:29.000,31.0,32915.0,32915.0,,,,2.0,,,,,,,,,,
93,flit,https://github.com/takluyver/flit,,Simplified packaging of Python modules.,build-tools,27,True,takluyver/flit,https://github.com/takluyver/flit,BSD-3-Clause,2015-03-13 21:22:27.000,2021-05-29 23:33:57.000,2021-04-02 14:17:07.000,71.0,161.0,1425.0,2021-03-01 15:37:10.000,3.1.0,39.0,42.0,,conda-forge/flit,flit,83.0,895.0,226.0,,https://pypi.org/project/flit,2021-03-01 15:37:10.000,226.0,97090.0,98677.0,https://anaconda.org/conda-forge/flit,2021-03-22 11:34:50.479,82560.0,3.0,,,,,,,,,,
94,doit,https://github.com/pydoit/doit,,task management & automation tool.,build-tools,27,True,pydoit/doit,https://github.com/pydoit/doit,MIT,2014-02-14 22:21:23.000,2021-05-17 18:10:20.000,2021-05-14 03:29:39.000,124.0,191.0,1024.0,2020-09-04 06:38:01.000,0.33.1,43.0,56.0,,conda-forge/doit,doit,65.0,1366.0,1172.0,706.0,https://pypi.org/project/doit,2020-09-04 06:38:01.000,466.0,220200.0,221517.0,https://anaconda.org/conda-forge/doit,2020-10-11 16:47:23.103,55355.0,3.0,,,,,,,,,,
95,pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,,py.test fixture for benchmarking code.,testing,27,True,ionelmc/pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,BSD-2-Clause,2014-10-10 10:55:33.000,2021-05-28 12:05:24.000,2021-04-17 19:47:14.000,83.0,77.0,765.0,2021-04-17 19:47:26.000,3.4.1,41.0,32.0,['pytest'],conda-forge/pytest-benchmark,pytest-benchmark,75.0,984.0,2542.0,1812.0,https://pypi.org/project/pytest-benchmark,2021-04-17 19:47:26.000,730.0,316485.0,325612.0,https://anaconda.org/conda-forge/pytest-benchmark,2021-04-18 21:19:04.860,575031.0,2.0,,,,,,,,,,
96,pytest-sugar,https://github.com/Teemu/pytest-sugar,,"a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail..",testing,27,True,Teemu/pytest-sugar,https://github.com/Teemu/pytest-sugar,BSD-3-Clause,2013-06-25 21:09:27.000,2020-10-24 19:01:48.000,2020-10-24 18:04:51.000,51.0,68.0,710.0,2020-07-06 18:40:33.000,0.9.4,25.0,36.0,['pytest'],conda-forge/pytest-sugar,pytest-sugar,35.0,344.0,11936.0,7356.0,https://pypi.org/project/pytest-sugar,2020-07-06 18:40:33.000,4580.0,490203.0,492354.0,https://anaconda.org/conda-forge/pytest-sugar,2020-09-18 13:41:24.029,98977.0,2.0,,,,,,,,,,
97,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 00:40:40.000,91.0,179.0,696.0,2020-09-09 13:36:59.000,3.53.1,94.0,38.0,,conda-forge/progressbar2,progressbar2,9.0,867.0,11604.0,9408.0,https://pypi.org/project/progressbar2,2020-09-09 13:28:47.000,2196.0,1044005.0,1049064.0,https://anaconda.org/conda-forge/progressbar2,2020-09-09 14:31:33.844,281412.0,3.0,1571.0,,,,,,,,,
98,nose2,https://github.com/nose-devs/nose2,,"The successor to nose, based on unittest2.",testing,27,True,nose-devs/nose2,https://github.com/nose-devs/nose2,BSD-3-Clause,2011-12-14 15:33:15.000,2021-03-10 16:59:07.000,2021-03-10 16:59:06.000,134.0,196.0,679.0,2021-01-27 21:57:28.000,0.10.0,26.0,71.0,,conda-forge/nose2,nose2,55.0,990.0,5702.0,3764.0,https://pypi.org/project/nose2,2021-01-27 21:57:28.000,1938.0,359726.0,360566.0,https://anaconda.org/conda-forge/nose2,2020-02-02 06:02:02.004,31086.0,2.0,,,,,,,,,,
99,astor,https://github.com/berkerpeksag/astor,,Python AST read/write.,ast,27,True,berkerpeksag/astor,https://github.com/berkerpeksag/astor,BSD-3-Clause,2012-09-19 23:02:51.000,2021-03-15 17:27:04.000,2021-03-15 17:27:04.000,81.0,72.0,582.0,2019-12-10 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 01:50:33.000,3756.0,3677296.0,3700435.0,https://anaconda.org/conda-forge/astor,2020-07-01 13:36:26.971,1156996.0,3.0,,,,,,,,,,
100,ddt,https://github.com/datadriventests/ddt,,Data-Driven Tests for Python Unittest.,testing,27,True,datadriventests/ddt,https://github.com/datadriventests/ddt,MIT,2012-02-11 22:57:10.000,2021-03-12 20:36:06.000,2021-03-12 20:34:54.000,96.0,30.0,385.0,2021-03-12 20:36:06.000,1.4.2,26.0,34.0,,conda-forge/ddt,ddt,17.0,211.0,6041.0,3557.0,https://pypi.org/project/ddt,2020-05-15 02:43:35.000,2484.0,278550.0,279709.0,https://anaconda.org/conda-forge/ddt,2020-05-15 03:17:11.932,59156.0,2.0,,,,,,,,,,
101,pep8-naming,https://github.com/PyCQA/pep8-naming,,Naming Convention checker for Python.,linters,27,False,PyCQA/pep8-naming,https://github.com/PyCQA/pep8-naming,Saxpath,2013-02-09 18:32:52.000,2021-05-01 15:45:56.000,2021-05-01 15:45:56.000,49.0,65.0,300.0,2020-06-16 23:48:52.000,0.11.1,21.0,27.0,,conda-forge/pep8-naming,pep8-naming,13.0,224.0,9500.0,6472.0,https://pypi.org/project/pep8-naming,2020-06-16 23:48:52.000,3028.0,975941.0,978880.0,https://anaconda.org/conda-forge/pep8-naming,2020-07-01 03:49:33.929,188102.0,2.0,,,,,,,,,,
102,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 06:57:52.000,2021-06-02 21:16:20.000,2021-06-02 21:16:20.000,2040.0,1233.0,23588.0,2021-05-23 17:03:23.000,2.0.0,42.0,325.0,,,pyenv,125.0,2591.0,1.0,,https://pypi.org/project/pyenv,2019-01-12 14:49:22.000,1.0,6864.0,6864.0,,,,2.0,,,,,,,,,,
103,pex,https://github.com/pantsbuild/pex,,A library and tool for generating .pex (Python EXecutable) files.,packaging,26,True,pantsbuild/pex,https://github.com/pantsbuild/pex,Apache-2.0,2014-07-21 17:06:12.000,2021-06-03 01:59:41.000,2021-06-03 01:59:41.000,195.0,554.0,1888.0,2021-04-29 23:00:08.000,2.1.42,131.0,99.0,,,pex,133.0,,230.0,,https://pypi.org/project/pex,2021-04-29 23:00:51.000,230.0,128847.0,134465.0,,,,2.0,309007.0,,,,,,,,,
104,prospector,https://github.com/PyCQA/prospector,,"Inspects Python source files and provides information about type and location of classes, methods etc.",code-metrics,26,True,PyCQA/prospector,https://github.com/PyCQA/prospector,GPL-2.0,2013-08-05 07:26:30.000,2021-05-24 17:20:46.000,2020-10-21 22:30:57.000,123.0,211.0,1426.0,2020-10-21 22:32:26.000,1.3.1,91.0,67.0,,conda-forge/prospector,prospector,51.0,1051.0,3392.0,2254.0,https://pypi.org/project/prospector,2020-10-21 22:31:43.000,1138.0,357269.0,357685.0,https://anaconda.org/conda-forge/prospector,2020-11-18 00:26:14.628,24142.0,2.0,,,,,,,,,,
105,pybuilder,https://github.com/pybuilder/pybuilder,,Software build automation tool for Python.,build-tools,26,True,pybuilder/pybuilder,https://github.com/pybuilder/pybuilder,Apache-2.0,2012-07-23 11:38:06.000,2021-05-10 09:29:30.000,2020-10-18 16:56:10.000,234.0,389.0,1300.0,2020-10-06 16:13:40.000,0.12.10,617.0,35.0,,,pybuilder,87.0,1284.0,110.0,,https://pypi.org/project/pybuilder,2021-05-07 22:11:38.000,110.0,19016.0,19016.0,,,,3.0,,,,,,,,,,
106,pdbpp,https://github.com/pdbpp/pdbpp,,"pdb++, a drop-in replacement for pdb (the Python debugger).",debugging,26,True,pdbpp/pdbpp,https://github.com/pdbpp/pdbpp,BSD-3-Clause,2017-06-11 13:42:16.000,2021-05-12 20:31:02.000,2021-04-30 20:58:34.000,42.0,108.0,743.0,2019-10-04 12:04:09.000,0.10.2,25.0,39.0,,conda-forge/pdbpp,pdbpp,56.0,685.0,3088.0,2060.0,https://pypi.org/project/pdbpp,2019-10-04 12:04:09.000,1028.0,335941.0,337188.0,https://anaconda.org/conda-forge/pdbpp,2019-05-07 20:32:36.208,57386.0,2.0,,,,,,,,,,
107,green,https://github.com/CleanCut/green,,"Green is a clean, colorful, fast python test runner.",testing,26,True,CleanCut/green,https://github.com/CleanCut/green,MIT,2014-04-01 20:08:18.000,2021-04-28 04:27:10.000,2021-04-28 04:25:32.000,74.0,160.0,698.0,2021-04-28 04:27:10.000,3.2.6,140.0,37.0,,conda-forge/green,green,5.0,1041.0,939.0,581.0,https://pypi.org/project/green,2021-04-28 04:27:10.000,358.0,16940.0,18684.0,https://anaconda.org/conda-forge/green,2020-11-12 18:09:27.157,78520.0,3.0,,,,,,,,,,
108,Yappi,https://github.com/sumerc/yappi,,"Yet Another Python Profiler, but this time thread&coroutine&greenlet aware.",profiling,26,True,sumerc/yappi,https://github.com/sumerc/yappi,MIT,2009-10-07 20:46:30.000,2021-06-01 10:46:30.000,2021-06-01 10:46:30.000,47.0,32.0,645.0,2020-11-27 15:28:40.000,1.3.2,17.0,24.0,,conda-forge/yappi,yappi,14.0,643.0,1053.0,413.0,https://pypi.org/project/yappi,2020-11-27 15:28:40.000,640.0,131872.0,133503.0,https://anaconda.org/conda-forge/yappi,2020-11-28 16:22:51.992,78328.0,3.0,,,,,,,,,,
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 13:09:55.000,36.0,49.0,416.0,2018-04-29 22:06:15.000,9.3.1,62.0,16.0,,,coloredlogs,23.0,271.0,9928.0,7832.0,https://pypi.org/project/coloredlogs,2020-12-10 13:10:51.000,2096.0,1587123.0,1587123.0,,,,3.0,,,,,,,,,,
110,autoflake,https://github.com/myint/autoflake,,Removes unused imports and unused variables as reported by pyflakes.,refactoring,26,True,myint/autoflake,https://github.com/myint/autoflake,MIT,2012-12-27 03:40:17.000,2021-05-26 15:10:21.374,2020-12-27 17:36:40.000,44.0,33.0,389.0,2019-08-04 15:14:24.000,1.3.1,36.0,17.0,,conda-forge/autoflake,autoflake,33.0,439.0,2806.0,2226.0,https://pypi.org/project/autoflake,2019-08-04 15:14:24.000,580.0,901214.0,905680.0,https://anaconda.org/conda-forge/autoflake,2021-05-26 15:10:21.374,116140.0,2.0,,,,,,,,,,
111,sphinx-autodoc-typehints,https://github.com/agronholm/sphinx-autodoc-typehints,,Type hints support for the Sphinx autodoc extension.,documentation,26,True,agronholm/sphinx-autodoc-typehints,https://github.com/agronholm/sphinx-autodoc-typehints,MIT,2015-09-21 20:41:41.000,2021-05-20 18:56:40.000,2021-04-15 00:19:06.000,65.0,70.0,341.0,2020-10-12 20:37:53.000,1.11.1,28.0,29.0,['sphinx'],conda-forge/sphinx-autodoc-typehints,sphinx-autodoc-typehints,44.0,174.0,1380.0,,https://pypi.org/project/sphinx-autodoc-typehints,2020-10-12 20:37:53.000,1380.0,300055.0,304178.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2021-04-15 04:06:00.666,177297.0,2.0,,,,,,,,,,
112,darglint,https://github.com/terrencepreilly/darglint,,A python documentation linter which checks that the docstring description matches the definition.,linters,26,True,terrencepreilly/darglint,https://github.com/terrencepreilly/darglint,MIT,2017-09-25 14:11:21.000,2021-06-01 22:35:18.000,2021-04-04 23:02:21.000,25.0,91.0,312.0,2021-02-22 05:24:56.000,1.7.0,47.0,21.0,,conda-forge/darglint,darglint,37.0,495.0,453.0,433.0,https://pypi.org/project/darglint,2021-02-22 05:24:56.000,20.0,176566.0,177163.0,https://anaconda.org/conda-forge/darglint,2021-04-05 00:44:14.308,12547.0,2.0,,,,,,,,,,
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 20:24:53.000,22.0,21.0,108.0,2020-08-07 21:45:21.000,0.4.0,16.0,10.0,,conda-forge/gast,gast,4.0,80.0,60506.0,57118.0,https://pypi.org/project/gast,2020-08-07 21:45:21.000,3388.0,8340164.0,8370006.0,https://anaconda.org/conda-forge/gast,2020-08-07 22:36:47.303,1104154.0,3.0,,,,,,,,,,
114,gdbgui,https://github.com/cs01/gdbgui,,"Browser-based frontend to gdb (gnu debugger). Add breakpoints, view the stack, visualize data structures, and more in..",debugging,25,True,cs01/gdbgui,https://github.com/cs01/gdbgui,GPL-3.0,2016-10-27 03:19:25.000,2021-06-01 09:37:14.000,2021-06-01 09:37:14.000,473.0,159.0,7984.0,2021-05-20 07:34:40.000,0.13.2.2,91.0,35.0,,,gdbgui,114.0,421.0,91.0,89.0,https://pypi.org/project/gdbgui,2021-05-20 07:33:03.000,2.0,84957.0,85296.0,,,,3.0,3739.0,,,,,,,,,
115,pyright,https://github.com/microsoft/pyright,,Static type checker for Python.,linters,25,True,Microsoft/pyright,https://github.com/microsoft/pyright,MIT,2019-03-12 03:38:46.000,2021-06-03 04:26:20.000,2021-06-03 04:26:14.000,332.0,1587.0,6779.0,2021-06-02 20:03:59.000,1.1.146,230.0,55.0,,,,12.0,,85.0,81.0,,,,,81357.0,,,,2.0,,-3.0,,,pyright,https://www.npmjs.com/package/pyright,2021-06-02 19:59:01.972,4.0,81357.0,
116,mamba,https://github.com/mamba-org/mamba,,The Fast Cross-Platform Package Manager.,dependency-managers,25,True,mamba-org/mamba,https://github.com/mamba-org/mamba,BSD-3-Clause,2019-03-05 13:05:10.000,2021-06-03 12:56:49.000,2021-06-03 12:56:49.000,90.0,314.0,1642.0,,,71.0,50.0,,conda-forge/mamba,,139.0,1296.0,319.0,319.0,,,,,31729.0,https://anaconda.org/conda-forge/mamba,2021-05-12 22:31:43.620,856698.0,3.0,,,,,,,,,,
117,pyarmor,https://github.com/dashingsoft/pyarmor,,"A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.",security,25,False,dashingsoft/pyarmor,https://github.com/dashingsoft/pyarmor,SGI-B-2.0,2017-08-26 04:11:53.000,2021-05-29 02:36:25.000,2021-05-29 02:36:18.000,133.0,494.0,963.0,2021-05-20 01:00:52.000,6.7.1,221.0,14.0,,,pyarmor,9.0,3099.0,216.0,206.0,https://pypi.org/project/pyarmor,2021-05-20 00:58:12.000,10.0,59898.0,59898.0,,,,3.0,18.0,,,,,,,,,
118,pytest-bdd,https://github.com/pytest-dev/pytest-bdd,,BDD library for the py.test runner.,testing,25,True,pytest-dev/pytest-bdd,https://github.com/pytest-dev/pytest-bdd,MIT,2013-03-29 07:27:43.000,2021-05-27 11:43:32.000,2021-04-29 11:51:53.000,131.0,128.0,824.0,2020-12-07 12:41:15.000,4.0.2,89.0,40.0,['pytest'],conda-forge/pytest-bdd,pytest-bdd,102.0,658.0,268.0,,https://pypi.org/project/pytest-bdd,2020-12-07 12:41:15.000,268.0,184751.0,185877.0,https://anaconda.org/conda-forge/pytest-bdd,2020-02-03 16:53:59.114,28166.0,3.0,,,,,,,,,,
119,pylama,https://github.com/klen/pylama,,Code audit tool for python.,linters,25,False,klen/pylama,https://github.com/klen/pylama,LGPL-3.0,2012-08-17 10:10:10.000,2021-04-25 06:43:44.000,2019-04-10 18:20:19.000,77.0,53.0,780.0,2019-04-10 18:20:47.000,7.7.1,99.0,41.0,,,pylama,72.0,689.0,3409.0,2405.0,https://pypi.org/project/pylama,2019-04-10 18:20:47.000,1004.0,88174.0,88174.0,,,,2.0,,,,,,,,,,
120,pympler,https://github.com/pympler/pympler,,"Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application.",profiling,25,True,pympler/pympler,https://github.com/pympler/pympler,Apache-2.0,2012-10-04 23:35:16.000,2021-05-25 14:39:54.000,2020-10-15 19:16:49.000,67.0,46.0,774.0,2016-03-31 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 20:27:50.000,478.0,356456.0,359713.0,https://anaconda.org/conda-forge/pympler,2020-10-14 22:08:39.935,166142.0,3.0,,,,,,,,,,
121,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 23:15:37.000,2021-06-02 13:06:26.000,2021-06-02 13:06:26.000,57.0,115.0,644.0,2021-04-01 18:09:22.000,2.12.0,40.0,18.0,,conda-forge/typeguard,typeguard,35.0,236.0,158.0,,https://pypi.org/project/typeguard,2021-04-01 18:09:22.000,158.0,3136942.0,3138341.0,https://anaconda.org/conda-forge/typeguard,2021-04-01 19:27:48.947,40588.0,3.0,,,,,,,,,,
122,sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,,Sphinx Bootstrap Theme.,documentation,25,False,ryan-roemer/sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,MIT,2011-12-07 14:53:00.000,2021-01-13 12:56:13.000,2019-09-25 19:17:09.000,203.0,78.0,575.0,2019-03-29 17:57:28.000,0.7.1,56.0,37.0,['sphinx'],,sphinx-bootstrap-theme,57.0,393.0,2997.0,2021.0,https://pypi.org/project/sphinx-bootstrap-theme,2019-03-29 17:57:28.000,976.0,42517.0,42517.0,,,,2.0,,,,,,,,,,
123,setuptools_scm,https://github.com/pypa/setuptools_scm,,the blessed package to manage your versions by scm tags.,build-tools,25,True,pypa/setuptools_scm,https://github.com/pypa/setuptools_scm,MIT,2015-07-01 17:57:56.000,2021-06-01 18:40:56.000,2021-06-01 18:40:56.000,135.0,261.0,462.0,2020-12-13 22:17:40.000,5.0.1,47.0,84.0,,conda-forge/setuptools_scm,setuptools_scm,71.0,,694.0,,https://pypi.org/project/setuptools_scm,2018-08-09 06:35:57.000,694.0,12685341.0,12695755.0,https://anaconda.org/conda-forge/setuptools_scm,2021-03-17 16:05:30.451,656112.0,3.0,,,,,,,,,,
124,paver,https://github.com/paver/paver,,Python-based project scripting.,build-tools,25,True,paver/paver,https://github.com/paver/paver,BSD-3-Clause,2010-11-11 09:43:52.000,2021-04-30 11:53:47.000,2021-04-30 11:53:35.000,77.0,92.0,441.0,2017-12-31 01:13:41.000,1.3.4,28.0,44.0,,conda-forge/paver,paver,37.0,533.0,1908.0,,https://pypi.org/project/paver,2017-12-31 01:13:41.000,1908.0,37425.0,37820.0,https://anaconda.org/conda-forge/paver,2018-07-24 12:48:36.122,21776.0,3.0,,,,,,,,,,
125,sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,,Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a livereload enabled..,documentation,25,True,executablebooks/sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,MIT,2013-12-25 17:09:56.000,2021-05-12 13:27:08.000,2021-03-14 13:43:08.000,48.0,44.0,330.0,2021-03-14 13:46:47.000,2021.3.14,15.0,17.0,['sphinx'],conda-forge/sphinx-autobuild,sphinx-autobuild,12.0,,4682.0,,https://pypi.org/project/sphinx-autobuild,2021-03-14 13:46:47.000,4682.0,163145.0,164280.0,https://anaconda.org/conda-forge/sphinx-autobuild,2021-03-14 17:15:24.297,56760.0,2.0,,,,,,,,,,
126,check-manifest,https://github.com/mgedmin/check-manifest,,Tool to check the completeness of MANIFEST.in for Python packages.,linters,25,True,mgedmin/check-manifest,https://github.com/mgedmin/check-manifest,MIT,2013-03-05 15:27:20.000,2021-04-22 19:51:35.000,2021-04-22 19:51:21.000,30.0,71.0,229.0,,,40.0,19.0,,conda-forge/check-manifest,check-manifest,15.0,520.0,6994.0,5190.0,https://pypi.org/project/check-manifest,2021-01-04 14:37:14.000,1804.0,187582.0,188502.0,https://anaconda.org/conda-forge/check-manifest,2021-01-04 16:36:49.618,27606.0,2.0,,,,,,,,,,
127,pytest-mypy,https://github.com/dbader/pytest-mypy,,Mypy static type checker plugin for Pytest.,testing,25,True,dbader/pytest-mypy,https://github.com/dbader/pytest-mypy,MIT,2016-09-29 14:39:23.000,2021-03-21 15:51:09.000,2021-03-21 15:48:31.000,31.0,34.0,188.0,2021-03-21 15:51:09.000,0.8.1,17.0,15.0,['pytest'],conda-forge/pytest-mypy,pytest-mypy,9.0,216.0,1332.0,1066.0,https://pypi.org/project/pytest-mypy,2021-03-21 15:51:09.000,266.0,265407.0,266000.0,https://anaconda.org/conda-forge/pytest-mypy,2020-11-24 14:50:18.057,9492.0,3.0,,,,,,,,,,
128,flake8-quotes,https://github.com/zheller/flake8-quotes,,Flake8 extension for checking quotes in python.,linters,25,False,zheller/flake8-quotes,https://github.com/zheller/flake8-quotes,MIT,2014-03-10 00:05:08.000,2020-06-06 07:55:44.000,2020-05-12 23:46:18.000,33.0,39.0,128.0,2020-05-12 23:46:28.000,3.2.0,37.0,28.0,['flake8'],conda-forge/flake8-quotes,flake8-quotes,3.0,99.0,4545.0,3141.0,https://pypi.org/project/flake8-quotes,2020-05-12 23:46:28.000,1404.0,634092.0,643961.0,https://anaconda.org/conda-forge/flake8-quotes,2020-05-13 00:39:59.431,562589.0,2.0,,,,,,,,,,
129,Scalene,https://github.com/plasma-umass/scalene,,"Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python.",profiling,24,True,emeryberger/scalene,https://github.com/plasma-umass/scalene,Apache-2.0,2019-12-17 20:56:28.000,2021-06-03 14:35:26.000,2021-06-03 14:35:22.000,141.0,92.0,4009.0,2021-05-14 13:56:43.000,1.3.4,105.0,19.0,,,scalene,13.0,1552.0,43.0,43.0,https://pypi.org/project/scalene,2021-05-15 18:35:59.000,0.0,4396.0,4396.0,,,,3.0,,,plasma-umass/scalene,,,,,,,
130,pipx,https://github.com/pypa/pipx,,Install and Run Python Applications in Isolated Environments.,dependency-managers,24,True,pipxproject/pipx,https://github.com/pypa/pipx,MIT,2018-10-06 18:47:46.000,2021-06-01 00:38:04.000,2021-05-30 03:51:15.000,163.0,323.0,3704.0,2021-05-28 23:22:14.000,0.16.3,45.0,56.0,,,pipx,67.0,463.0,4.0,,https://pypi.org/project/pipx,2021-05-28 23:22:14.000,4.0,54195.0,54195.0,,,,3.0,,,pypa/pipx,,,,,,,
131,alive-progress,https://github.com/rsalmei/alive-progress,,"A new kind of Progress Bar, with real time throughput, eta and very cool animations!.",logging,24,True,rsalmei/alive-progress,https://github.com/rsalmei/alive-progress,MIT,2019-08-05 05:54:30.000,2021-05-28 00:26:03.000,2021-01-08 01:36:09.000,95.0,48.0,2432.0,2021-01-08 01:37:28.000,1.6.2,19.0,1.0,,conda-forge/alive-progress,alive-progress,22.0,246.0,309.0,309.0,https://pypi.org/project/alive-progress,2021-01-08 01:37:28.000,0.0,13751.0,14217.0,https://anaconda.org/conda-forge/alive-progress,2021-01-08 03:33:35.990,7466.0,3.0,,,,,,,,,,
132,pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,,Testinfra test your infrastructures.,testing,24,True,pytest-dev/pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,Apache-2.0,2015-03-15 20:49:52.000,2021-06-02 20:33:37.000,2021-06-01 10:12:21.000,272.0,196.0,1904.0,2021-04-18 09:46:10.000,6.3.0,4.0,103.0,['pytest'],,pytest-testinfra,111.0,662.0,0.0,,https://pypi.org/project/pytest-testinfra,2021-03-18 20:54:27.000,0.0,96384.0,96384.0,,,,3.0,,,,,,,,,,
133,notifiers,https://github.com/liiight/notifiers,,The easy way to send notifications.,logging,24,True,liiight/notifiers,https://github.com/liiight/notifiers,MIT,2017-06-01 10:20:18.000,2021-05-31 16:41:01.000,2020-12-30 22:21:45.000,72.0,53.0,1871.0,2019-10-05 13:00:41.000,1.2.1,26.0,14.0,,,notifiers,38.0,377.0,140.0,134.0,https://pypi.org/project/notifiers,2019-10-05 13:00:41.000,6.0,290349.0,290349.0,,,,3.0,,,,,,,,,,
134,dephell,https://github.com/dephell/dephell,,"Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build..",dependency-managers,24,True,dephell/dephell,https://github.com/dephell/dephell,MIT,2018-08-31 17:39:18.000,2021-01-11 21:31:40.000,2021-01-11 21:31:39.000,98.0,161.0,1714.0,2020-04-28 06:31:17.000,.0.8.3,30.0,37.0,,,dephell,100.0,2145.0,208.0,200.0,https://pypi.org/project/dephell,2020-04-28 06:29:24.000,8.0,19460.0,19465.0,,,,3.0,128.0,,,,,,,,,
135,uiautomator,https://github.com/xiaocong/uiautomator,,Python wrapper of Android uiautomator test tool.,testing,24,True,xiaocong/uiautomator,https://github.com/xiaocong/uiautomator,MIT,2013-08-18 03:38:50.000,2020-12-29 05:34:09.000,2020-11-16 01:36:32.000,589.0,115.0,1681.0,2020-11-16 03:43:07.000,1.0.2,41.0,13.0,,,uiautomator,171.0,316.0,309.0,187.0,https://pypi.org/project/uiautomator,2020-11-16 03:43:07.000,122.0,9772.0,9772.0,,,,3.0,,,,,,,,,,
136,asv,https://github.com/airspeed-velocity/asv,,Airspeed Velocity: A simple Python benchmarking tool with web-based reporting.,testing,24,True,airspeed-velocity/asv,https://github.com/airspeed-velocity/asv,BSD-3-Clause,2013-11-07 20:43:31.000,2021-03-25 19:51:14.000,2021-03-25 19:51:14.000,129.0,300.0,593.0,2020-05-16 12:35:26.000,0.4.2,16.0,53.0,,conda-forge/asv,asv,111.0,1889.0,248.0,160.0,https://pypi.org/project/asv,2020-05-16 12:33:41.000,88.0,13602.0,22148.0,https://anaconda.org/conda-forge/asv,2021-02-16 18:17:19.627,452970.0,3.0,,,,,,,,,,
137,pytest-watch,https://github.com/joeyespo/pytest-watch,,Local continuous test runner with pytest and watchdog.,testing,24,False,joeyespo/pytest-watch,https://github.com/joeyespo/pytest-watch,MIT,2015-01-12 02:08:20.000,2021-01-29 17:57:16.000,2019-06-15 20:36:43.000,48.0,41.0,567.0,2018-05-20 19:52:16.000,4.2.0,17.0,16.0,['pytest'],conda-forge/pytest-watch,pytest-watch,39.0,183.0,2940.0,2158.0,https://pypi.org/project/pytest-watch,2018-05-20 19:52:16.000,782.0,221375.0,222404.0,https://anaconda.org/conda-forge/pytest-watch,2021-01-18 20:02:36.906,42202.0,3.0,,,,,,,,,,
138,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 04:02:58.000,2021-06-01 10:15:58.000,2021-06-01 10:15:58.000,90.0,176.0,551.0,2021-01-01 01:16:23.000,2020.12.31,18.0,57.0,['pytest'],conda-forge/nox,nox,50.0,,609.0,553.0,https://pypi.org/project/nox,2021-01-01 01:16:23.000,56.0,315243.0,316135.0,https://anaconda.org/conda-forge/nox,2021-01-06 20:13:32.270,28571.0,3.0,,,,,,,,,,
139,PyHamcrest,https://github.com/hamcrest/PyHamcrest,,Hamcrest matchers for Python.,testing,24,True,hamcrest/PyHamcrest,https://github.com/hamcrest/PyHamcrest,BSD-3-Clause,2010-12-24 02:55:56.000,2021-03-12 17:18:45.000,2021-03-08 10:35:21.000,81.0,48.0,547.0,2020-03-02 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 14:42:32.000,3392.0,964056.0,969917.0,https://anaconda.org/conda-forge/pyhamcrest,2020-03-02 15:36:14.195,357578.0,3.0,,,,,,,,,,
140,pytest-testmon,https://github.com/tarpas/pytest-testmon,,Selects tests affected by changed files. Continous test runner when used with pytest-watch.,testing,24,True,tarpas/pytest-testmon,https://github.com/tarpas/pytest-testmon,AGPL-3.0,2015-02-02 14:21:10.000,2021-04-30 14:52:41.000,2021-04-30 14:52:24.000,28.0,82.0,480.0,2021-04-28 12:52:09.000,1.1.1,35.0,16.0,['pytest'],conda-forge/pytest-testmon,pytest-testmon,28.0,280.0,399.0,301.0,https://pypi.org/project/pytest-testmon,2021-04-28 12:47:25.000,98.0,83067.0,83817.0,https://anaconda.org/conda-forge/pytest-testmon,2019-08-03 00:17:17.063,30008.0,3.0,,,,,,,,,,
141,Mamba Test Runner,https://github.com/nestorsalceda/mamba,,The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD).,testing,24,True,nestorsalceda/mamba,https://github.com/nestorsalceda/mamba,MIT,2013-03-12 18:53:42.000,2021-06-01 21:27:30.000,2020-11-16 12:31:58.000,64.0,52.0,465.0,2020-11-16 12:36:24.000,0.11.2,21.0,22.0,,,mamba,45.0,468.0,220.0,,https://pypi.org/project/mamba,2020-11-16 12:35:41.000,220.0,19463.0,19463.0,,,,3.0,,,,,,,,,,
142,pytest-randomly,https://github.com/pytest-dev/pytest-randomly,,Pytest plugin to randomly order tests and control random.seed.,testing,24,True,pytest-dev/pytest-randomly,https://github.com/pytest-dev/pytest-randomly,MIT,2016-04-08 15:48:10.000,2021-06-01 07:54:49.000,2021-06-01 07:54:48.000,22.0,35.0,320.0,2021-05-10 11:00:33.000,3.8.0,23.0,15.0,,,pytest-randomly,7.0,,214.0,,https://pypi.org/project/pytest-randomly,2021-05-10 11:00:33.000,214.0,576297.0,576297.0,,,,3.0,,,,,,,,,,
143,flake8-import-order,https://github.com/PyCQA/flake8-import-order,,Flake8 plugin that checks import order against various Python Style Guides.,linters,24,True,PyCQA/flake8-import-order,https://github.com/PyCQA/flake8-import-order,LGPL-3.0,2014-03-16 12:46:09.000,2021-03-12 04:22:24.000,2020-08-04 12:21:12.000,61.0,85.0,239.0,2019-03-04 08:39:11.000,0.18.1,34.0,40.0,['flake8'],conda-forge/flake8-import-order,flake8-import-order,11.0,274.0,1892.0,,https://pypi.org/project/flake8-import-order,2019-03-04 08:39:11.000,1892.0,398209.0,401658.0,https://anaconda.org/conda-forge/flake8-import-order,2019-03-06 03:48:48.199,189735.0,3.0,,,,,,,,,,
144,py2exe,https://github.com/py2exe/py2exe,,A distutils extension to create standalone Windows programs from Python code.,packaging,24,True,py2exe/py2exe,https://github.com/py2exe/py2exe,MIT,2019-03-11 13:16:35.000,2021-05-20 20:15:33.000,2021-04-24 12:57:17.000,34.0,68.0,235.0,2021-04-24 13:10:04.000,0.10.4.0,10.0,14.0,,,py2exe,5.0,965.0,1492.0,1146.0,https://pypi.org/project/py2exe,2021-04-24 13:15:25.000,346.0,26914.0,27261.0,,,,2.0,9370.0,,,,,,,,,
145,docformatter,https://github.com/myint/docformatter,,Formats docstrings to follow PEP 257.,formatters,24,True,myint/docformatter,https://github.com/myint/docformatter,MIT,2012-05-26 21:40:48.000,2021-05-27 20:08:06.000,2020-12-27 18:10:35.000,31.0,22.0,212.0,2019-11-10 16:23:03.000,1.3.1,48.0,15.0,,,docformatter,27.0,441.0,715.0,605.0,https://pypi.org/project/docformatter,2020-12-27 18:11:12.000,110.0,66125.0,66125.0,,,,3.0,,,,,,,,,,
146,py2app,https://github.com/ronaldoussoren/py2app,,py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins..,packaging,24,True,ronaldoussoren/py2app,https://github.com/ronaldoussoren/py2app,MIT,2020-01-14 11:27:41.000,2021-05-14 20:21:54.000,2021-04-06 08:23:10.000,8.0,196.0,128.0,2021-04-06 08:27:25.000,0.24,39.0,24.0,,,py2app,149.0,598.0,5323.0,3681.0,https://pypi.org/project/py2app,2021-04-06 08:25:30.000,1642.0,13432.0,13432.0,,,,2.0,,,,,,,,,,
147,asteval,https://github.com/newville/asteval,,minimalistic evaluator of python expression using ast module.,ast,24,True,newville/asteval,https://github.com/newville/asteval,MIT,2012-03-31 22:10:33.000,2021-05-19 04:10:46.000,2021-05-19 04:10:36.000,28.0,42.0,121.0,2021-02-26 19:45:01.000,0.9.23,23.0,17.0,,conda-forge/asteval,asteval,5.0,393.0,795.0,557.0,https://pypi.org/project/asteval,2021-02-26 19:45:01.000,238.0,128096.0,130349.0,https://anaconda.org/conda-forge/asteval,2021-02-27 14:24:12.922,126182.0,3.0,,,,,,,,,,
148,flake8-isort,https://github.com/gforcada/flake8-isort,,flake8 plugin that integrates isort.,linters,24,True,gforcada/flake8-isort,https://github.com/gforcada/flake8-isort,GPL-2.0,2015-09-12 19:25:34.000,2021-04-21 08:08:03.000,2020-08-11 08:04:26.000,35.0,37.0,110.0,2020-08-11 08:04:21.000,4.0.0,31.0,28.0,['flake8'],conda-forge/flake8-isort,flake8-isort,9.0,257.0,3769.0,2841.0,https://pypi.org/project/flake8-isort,2020-08-11 08:04:21.000,928.0,430101.0,430680.0,https://anaconda.org/conda-forge/flake8-isort,2020-08-11 09:43:27.627,11598.0,3.0,,,,,,,,,,
149,xdoctest,https://github.com/Erotemic/xdoctest,,A rewrite of Python's builtin doctest module (with pytest plugin integration) but without all the weirdness.,testing,24,True,Erotemic/xdoctest,https://github.com/Erotemic/xdoctest,Apache-2.0,2017-09-24 01:59:02.000,2021-05-27 01:54:16.000,2021-02-19 04:28:57.000,5.0,16.0,95.0,2021-01-29 16:18:48.000,0.15.4,56.0,5.0,,,xdoctest,16.0,585.0,1070.0,1018.0,https://pypi.org/project/xdoctest,2021-01-29 16:18:48.000,52.0,78449.0,78449.0,,,,3.0,,,,,,,,,,conda-forge/xdoctest
150,Bpytop,https://github.com/aristocratos/bpytop,,Linux/OSX/FreeBSD resource monitor.,profiling,23,True,aristocratos/bpytop,https://github.com/aristocratos/bpytop,Apache-2.0,2020-07-01 17:41:25.000,2021-06-03 01:06:40.000,2021-05-30 19:17:37.000,258.0,201.0,6602.0,2021-05-30 19:17:41.000,1.0.66,51.0,28.0,,,bpytop,38.0,388.0,0.0,,https://pypi.org/project/bpytop,2021-05-30 19:17:41.000,0.0,10750.0,10750.0,,,,3.0,,,,,,,,,,
151,better-exceptions,https://github.com/Qix-/better-exceptions,,"Pretty and useful exceptions in Python, automatically.",logging,23,True,Qix-/better-exceptions,https://github.com/Qix-/better-exceptions,MIT,2017-03-12 11:23:04.000,2021-01-29 16:48:55.000,2021-01-29 16:48:11.000,195.0,41.0,3933.0,2021-01-29 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 16:48:55.000,74.0,33097.0,33097.0,,,,3.0,,,,,,,,,,
152,rebound,https://github.com/shobrook/rebound,,Command-line tool that instantly fetches Stack Overflow results when an exception is thrown.,logging,23,True,shobrook/rebound,https://github.com/shobrook/rebound,MIT,2017-05-29 17:11:25.872,2021-04-22 04:53:12.032,2021-01-04 03:14:37.000,330.0,38.0,3560.0,2021-04-21 01:48:52.000,3.17.0,165.0,16.0,,conda-forge/rebound,rebound,20.0,166.0,33.0,19.0,https://pypi.org/project/rebound,2021-04-21 01:48:52.000,14.0,1442.0,4006.0,https://anaconda.org/conda-forge/rebound,2021-04-22 04:53:12.032,125461.0,3.0,168.0,,,,,,,,,
153,MonkeyType,https://github.com/Instagram/MonkeyType,,A system for Python that generates static type annotations by collecting runtime types.,refactoring,23,True,Instagram/MonkeyType,https://github.com/Instagram/MonkeyType,BSD-3-Clause,2017-07-11 00:19:00.000,2021-06-02 17:09:41.000,2021-06-02 17:09:32.000,126.0,105.0,3379.0,2021-05-21 22:24:36.000,21.5.0,21.0,36.0,,conda-forge/monkeytype,monkeytype,37.0,,155.0,121.0,https://pypi.org/project/monkeytype,2021-05-21 22:24:36.000,34.0,42798.0,43582.0,https://anaconda.org/conda-forge/monkeytype,2021-05-22 12:13:35.937,32162.0,2.0,,,,,,,,,,
154,pyupgrade,https://github.com/asottile/pyupgrade,,A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language.,refactoring,23,True,asottile/pyupgrade,https://github.com/asottile/pyupgrade,MIT,2017-02-28 17:50:31.000,2021-06-01 06:13:53.102,2021-06-01 02:12:16.000,65.0,171.0,990.0,2021-06-01 02:12:33.000,2.19.1,98.0,18.0,,conda-forge/pyupgrade,pyupgrade,15.0,681.0,10.0,,https://pypi.org/project/pyupgrade,2021-06-01 02:12:33.000,10.0,151876.0,159244.0,https://anaconda.org/conda-forge/pyupgrade,2021-06-01 06:13:53.102,213683.0,2.0,,,,,,,,,,
155,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 21:12:50.000,2021-06-02 22:36:34.000,2021-06-02 22:07:06.000,107.0,161.0,921.0,2021-06-02 22:36:34.000,7.1.0,65.0,30.0,,,pdoc,4.0,,608.0,320.0,https://pypi.org/project/pdoc,2021-06-02 22:36:34.000,288.0,51578.0,51578.0,,,,3.0,,,,,,,,,,
156,redbaron,https://github.com/PyCQA/redbaron,,Bottom-up approach to refactoring in python.,refactoring,23,False,pycqa/redbaron,https://github.com/PyCQA/redbaron,LGPL-3.0+,2014-03-23 05:34:39.000,2020-12-13 18:51:56.000,2019-08-11 17:42:44.000,66.0,46.0,578.0,2019-03-17 19:03:54.000,0.9.2,15.0,34.0,,,redbaron,59.0,1669.0,465.0,293.0,https://pypi.org/project/redbaron,2019-03-17 18:59:01.000,172.0,34860.0,34860.0,,,,2.0,,,,,,,,,,
157,mypy-protobuf,https://github.com/dropbox/mypy-protobuf,,open source tools to generate mypy stubs from protobufs.,linters,23,True,dropbox/mypy-protobuf,https://github.com/dropbox/mypy-protobuf,Apache-2.0,2017-12-11 21:55:05.000,2021-03-31 05:13:31.000,2021-02-25 22:40:31.000,53.0,59.0,353.0,,,29.0,27.0,,,mypy-protobuf,12.0,252.0,248.0,224.0,https://pypi.org/project/mypy-protobuf,2021-02-04 23:42:23.000,24.0,375986.0,375986.0,,,,3.0,,-2.0,,,,,,,,
158,flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,,A flake8 plugin to help you write better list/set/dict comprehensions.,linters,23,True,adamchainz/flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,MIT,2016-04-05 12:15:56.000,2021-06-01 07:54:46.000,2021-06-01 07:54:46.000,13.0,30.0,275.0,2021-05-10 12:24:46.000,3.5.0,27.0,10.0,['flake8'],conda-forge/flake8-comprehensions,flake8-comprehensions,7.0,,714.0,,https://pypi.org/project/flake8-comprehensions,2021-05-10 12:24:46.000,714.0,551738.0,557947.0,https://anaconda.org/conda-forge/flake8-comprehensions,2021-05-10 17:44:18.389,341522.0,3.0,,,,,,,,,,
159,interrogate,https://github.com/econchick/interrogate,,Explain yourself! Interrogate a codebase for docstring coverage.,documentation,23,True,econchick/interrogate,https://github.com/econchick/interrogate,MIT,2020-04-24 02:33:25.000,2021-06-02 17:58:16.000,2021-06-02 17:58:14.000,20.0,19.0,261.0,2020-11-03 22:11:18.000,1.3.2,13.0,9.0,,,interrogate,11.0,149.0,598.0,598.0,https://pypi.org/project/interrogate,2021-05-15 00:17:44.000,0.0,66890.0,66890.0,,,,3.0,,,,,,,,,,
160,xenon,https://github.com/rubik/xenon,,Monitoring tool based on radon.,code-metrics,23,True,rubik/xenon,https://github.com/rubik/xenon,MIT,2014-02-14 14:19:20.000,2021-05-26 07:12:42.000,2021-05-26 07:12:14.000,14.0,24.0,186.0,2021-05-26 07:12:42.000,0.7.3,19.0,7.0,,conda-forge/xenon,xenon,6.0,104.0,332.0,208.0,https://pypi.org/project/xenon,2021-05-26 07:12:42.000,124.0,60850.0,61109.0,https://anaconda.org/conda-forge/xenon,2019-10-12 20:39:43.883,11434.0,3.0,,3.0,,,,,,,,
161,data-science-types,https://github.com/predictive-analytics-lab/data-science-types,,"Mypy stubs, i.e., type information, for numpy, pandas and matplotlib.",linters,23,True,predictive-analytics-lab/data-science-types,https://github.com/predictive-analytics-lab/data-science-types,Apache-2.0,2019-09-20 11:45:49.000,2021-02-16 17:29:01.000,2021-02-16 17:29:00.000,58.0,23.0,184.0,2021-02-16 16:47:31.000,0.2.23,26.0,44.0,,,data-science-types,39.0,446.0,81.0,81.0,https://pypi.org/project/data-science-types,2021-02-16 16:45:03.000,0.0,14394.0,14394.0,,,,3.0,,3.0,,,,,,,,
162,icecream,https://github.com/gruns/icecream,,Never use print() to debug again.,debugging,22,True,gruns/icecream,https://github.com/gruns/icecream,MIT,2018-02-13 18:56:12.000,2021-05-17 12:17:42.000,2021-05-13 11:10:52.000,92.0,48.0,4801.0,2021-04-16 18:37:56.000,2.1.0,14.0,13.0,,,icecream,18.0,206.0,6.0,,https://pypi.org/project/icecream,2021-01-27 01:30:01.000,6.0,57803.0,57803.0,,,,3.0,,,,,,,,,,
163,vprof,https://github.com/nvdv/vprof,,Visual profiler for Python.,profiling,22,True,nvdv/vprof,https://github.com/nvdv/vprof,BSD-2-Clause,2015-06-29 03:59:39.000,2021-02-20 07:50:28.000,2021-02-20 07:47:40.000,165.0,56.0,3743.0,2018-06-24 14:16:36.000,0.37.6,24.0,17.0,,,vprof,23.0,619.0,91.0,73.0,https://pypi.org/project/vprof,2020-02-29 13:31:59.000,18.0,2214.0,2214.0,,,,3.0,,,,,,,,,,
164,pyt,https://github.com/python-security/pyt,,A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications.,security,22,False,python-security/pyt,https://github.com/python-security/pyt,GPL-2.0,2016-10-26 15:34:48.000,2020-12-25 03:47:37.000,2020-03-08 21:43:06.000,224.0,75.0,2044.0,2018-11-01 16:02:57.000,0.42,15.0,22.0,,,python-taint,20.0,1576.0,67.0,45.0,https://pypi.org/project/python-taint,2018-11-01 16:02:04.000,22.0,2479.0,2480.0,,,,3.0,60.0,,,,,,,,,
165,sixpack,https://github.com/sixpack/sixpack,,Sixpack is a language-agnostic a/b-testing framework.,testing,22,True,sixpack/sixpack,https://github.com/sixpack/sixpack,BSD-2-Clause,2012-11-15 00:01:06.000,2021-05-17 05:55:37.000,2020-08-26 00:32:16.000,185.0,125.0,1691.0,2017-11-22 14:27:35.000,2.7.0,37.0,56.0,,,sixpack,88.0,828.0,12.0,8.0,https://pypi.org/project/sixpack,2017-11-22 14:27:35.000,4.0,297.0,297.0,,,,3.0,,,,,,,,,,
166,Bowler,https://github.com/facebookincubator/Bowler,,Safe code refactoring for modern Python.,refactoring,22,True,facebookincubator/Bowler,https://github.com/facebookincubator/Bowler,MIT,2018-06-07 21:44:17.000,2021-03-01 11:41:45.000,2021-02-21 23:09:11.000,85.0,34.0,1294.0,2020-09-17 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 01:55:39.000,10.0,47162.0,47473.0,https://anaconda.org/conda-forge/bowler,2019-06-12 18:37:14.246,9649.0,3.0,,,,,,,,,,
167,stackprinter,https://github.com/cknd/stackprinter,,Debugging-friendly exceptions for Python.,logging,22,True,cknd/stackprinter,https://github.com/cknd/stackprinter,MIT,2018-09-05 10:58:47.000,2021-03-18 20:44:50.000,2021-01-01 18:48:26.000,31.0,13.0,1133.0,2020-10-31 13:10:42.000,0.2.5,14.0,6.0,,,stackprinter,9.0,159.0,59.0,55.0,https://pypi.org/project/stackprinter,2020-10-31 13:06:59.000,4.0,40735.0,40735.0,,,,3.0,,-2.0,,,,,,,,
168,pycco,https://github.com/pycco-docs/pycco,,Literate-style documentation generator.,documentation,22,False,pycco-docs/pycco,https://github.com/pycco-docs/pycco,MIT,2010-06-29 07:02:31.000,2021-03-29 17:53:40.000,2019-12-20 19:59:49.000,132.0,28.0,746.0,2018-07-25 01:42:48.000,0.6.0,11.0,36.0,,,pycco,27.0,222.0,444.0,220.0,https://pypi.org/project/pycco,2018-07-25 01:42:48.000,224.0,3032.0,3032.0,,,,3.0,,,,,,,,,,
169,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 04:25:52.000,2021-06-02 07:03:24.000,2021-06-02 07:03:21.000,156.0,593.0,717.0,2021-04-14 09:46:22.000,6.6,18.0,90.0,,conda-forge/cx_freeze,cx_freeze,59.0,,153.0,,https://pypi.org/project/cx_freeze,2017-12-16 18:09:35.000,153.0,34990.0,37501.0,https://anaconda.org/conda-forge/cx_freeze,2021-04-17 10:45:33.022,72844.0,3.0,,,,,,,,,,
170,pynsist,https://github.com/takluyver/pynsist,,Build Windows installers for Python applications.,packaging,22,True,takluyver/pynsist,https://github.com/takluyver/pynsist,MIT,2014-03-30 19:11:21.000,2021-05-05 02:30:09.000,2021-03-28 16:12:50.000,101.0,128.0,705.0,2020-07-03 08:11:24.000,2.5.1,21.0,27.0,,,pynsist,25.0,541.0,88.0,,https://pypi.org/project/pynsist,2021-03-28 16:28:58.000,88.0,1880.0,1880.0,,,,3.0,,,,,,,,,,
171,python-hunter,https://github.com/ionelmc/python-hunter,,Hunter is a flexible code tracing toolkit.,debugging,22,True,ionelmc/python-hunter,https://github.com/ionelmc/python-hunter,BSD-2-Clause,2015-03-16 18:03:16.000,2021-05-16 05:51:45.000,2021-05-16 05:47:30.000,31.0,46.0,619.0,2021-05-08 17:00:59.000,3.3.3,43.0,8.0,,,hunter,37.0,940.0,94.0,60.0,https://pypi.org/project/hunter,2021-05-04 15:03:38.000,34.0,6364.0,6364.0,,,,3.0,,,,,,,,,,
172,snoop,https://github.com/alexmojaki/snoop,,"A powerful set of Python debugging tools, based on PySnooper.",debugging,22,True,alexmojaki/snoop,https://github.com/alexmojaki/snoop,MIT,2019-05-13 18:45:35.000,2021-05-11 18:59:06.000,2021-03-26 18:40:56.000,19.0,16.0,575.0,2021-03-26 18:41:23.000,0.3.0,10.0,20.0,,,snoop,13.0,390.0,56.0,48.0,https://pypi.org/project/snoop,2021-03-26 18:41:23.000,8.0,54997.0,54997.0,,,,3.0,,,,,,,,,,
173,python-manhole,https://github.com/ionelmc/python-manhole,,Debugging manhole for python applications.,debugging,22,True,ionelmc/python-manhole,https://github.com/ionelmc/python-manhole,BSD-2-Clause,2013-06-26 21:49:34.000,2021-04-08 20:15:04.000,2021-04-08 17:55:02.000,15.0,15.0,309.0,2021-04-08 20:14:54.000,1.8.0,22.0,10.0,,,manhole,5.0,484.0,135.0,69.0,https://pypi.org/project/manhole,2021-04-08 20:14:54.000,66.0,10084.0,10084.0,,,,3.0,,,,,,,,,,
174,baron,https://github.com/PyCQA/baron,,"IDE allow you to refactor code, Baron allows you to write refactoring code.",refactoring,22,False,PyCQA/baron,https://github.com/PyCQA/baron,LGPL-3.0,2013-03-21 12:19:00.000,2021-01-31 10:24:10.000,2020-02-10 02:47:14.000,50.0,29.0,258.0,2019-02-25 23:55:38.000,0.8,19.0,31.0,,,baron,46.0,1489.0,269.0,157.0,https://pypi.org/project/baron,2019-02-01 15:17:04.000,112.0,35220.0,35220.0,,,,3.0,,,,,,,,,,
175,flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,,Flake8 plugin to find commented out or dead code.,linters,22,True,wemake-services/flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,MIT,2018-09-21 06:58:51.000,2021-06-02 02:33:37.000,2021-06-02 02:33:36.000,7.0,24.0,190.0,2020-10-12 08:27:22.000,1.0.0,10.0,9.0,['flake8'],,flake8-eradicate,2.0,310.0,72.0,,https://pypi.org/project/flake8-eradicate,2020-10-12 08:26:40.000,72.0,211869.0,211869.0,,,,3.0,,,,,,,,,,
176,releases,https://github.com/bitprophet/releases,,A powerful Sphinx changelog-generating extension.,documentation,22,False,bitprophet/releases,https://github.com/bitprophet/releases,BSD-2-Clause,2013-09-16 03:56:37.000,2020-01-30 01:07:19.000,2020-01-26 03:27:03.000,38.0,42.0,157.0,2020-01-11 00:29:49.000,1.6.3,32.0,10.0,['sphinx'],,releases,30.0,520.0,1055.0,349.0,https://pypi.org/project/releases,2020-01-11 00:29:49.000,706.0,6065.0,6065.0,,,,3.0,,,,,,,,,,
177,flake8-commas,https://github.com/PyCQA/flake8-commas,,Flake8 extension for enforcing trailing commas in python.,linters,22,False,PyCQA/flake8-commas,https://github.com/PyCQA/flake8-commas,MIT,2015-12-16 09:25:13.000,2021-02-14 21:22:27.000,2019-06-17 12:14:38.000,19.0,25.0,123.0,2018-03-19 16:49:31.000,2.0.0,19.0,9.0,['flake8'],,flake8-commas,5.0,165.0,2087.0,1537.0,https://pypi.org/project/flake8-commas,2018-03-19 16:49:31.000,550.0,278365.0,278365.0,,,,3.0,,,,,,,,,,
178,flake8-builtins,https://github.com/gforcada/flake8-builtins,,Check for python builtins being used as variables or parameters.,linters,22,True,gforcada/flake8-builtins,https://github.com/gforcada/flake8-builtins,GPL-2.0,2016-03-02 00:26:51.000,2021-04-21 08:08:02.000,2021-04-14 06:13:26.000,16.0,31.0,65.0,2020-05-14 10:45:01.000,1.5.3,23.0,14.0,['flake8'],conda-forge/flake8-builtins,flake8-builtins,2.0,211.0,2523.0,2011.0,https://pypi.org/project/flake8-builtins,2020-05-14 10:45:01.000,512.0,344316.0,346410.0,https://anaconda.org/conda-forge/flake8-builtins,2020-05-18 15:22:26.836,115222.0,3.0,,,,,,,,,,
179,memory_profiler,https://github.com/fabianp/memory_profiler,,Monitor Memory usage of Python code.,profiling,22,False,fabianp/memory_profiler,https://github.com/fabianp/memory_profiler,BSD-3-Clause,2016-05-26 17:45:08.632,2020-10-20 18:00:58.207,2018-06-28 13:35:12.000,12.0,,62.0,2018-08-16 03:16:49.000,0.54.0,52.0,61.0,,conda-forge/memory_profiler,memory_profiler,,500.0,534.0,,https://pypi.org/project/memory_profiler,2018-08-16 03:16:49.000,534.0,366890.0,368859.0,https://anaconda.org/conda-forge/memory_profiler,2020-10-20 18:00:58.207,120167.0,3.0,,,,,,,,,,
180,pyannotate,https://github.com/dropbox/pyannotate,,Auto-generate PEP-484 annotations.,refactoring,21,True,dropbox/pyannotate,https://github.com/dropbox/pyannotate,Apache-2.0,2017-11-13 20:18:08.000,2021-04-10 20:11:31.000,2021-03-19 18:13:03.000,45.0,33.0,1208.0,2019-09-16 15:37:03.000,1.2.0,9.0,16.0,,,pyannotate,25.0,94.0,85.0,59.0,https://pypi.org/project/pyannotate,2019-09-16 15:37:03.000,26.0,4036.0,4036.0,,,,3.0,,,,,,,,,,
181,shiv,https://github.com/linkedin/shiv,,"shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all..",packaging,21,True,linkedin/shiv,https://github.com/linkedin/shiv,BSD-2-Clause,2018-03-13 18:46:23.000,2021-04-30 16:36:46.000,2021-04-30 16:36:23.000,69.0,57.0,1196.0,2021-04-27 16:06:42.000,0.5.1,56.0,32.0,,,shiv,27.0,,10.0,,https://pypi.org/project/shiv,2021-04-30 16:25:28.000,10.0,7388.0,7393.0,,,,3.0,135.0,,,,,,,,,
182,assertpy,https://github.com/ActivisionGameScience/assertpy,,Simple assertion library for unit testing in python with a fluent API.,testing,21,False,ActivisionGameScience/assertpy,https://github.com/ActivisionGameScience/assertpy,BSD-3-Clause,2017-11-21 01:38:07.332,2020-07-19 15:23:26.710,2019-10-30 17:50:10.000,47.0,,248.0,,,13.0,10.0,,conda-forge/assertpy,assertpy,,279.0,124.0,,https://pypi.org/project/assertpy,2020-07-19 14:39:02.000,124.0,142965.0,143224.0,https://anaconda.org/conda-forge/assertpy,2020-07-19 15:23:26.710,11154.0,3.0,,,,,,,,,,
183,pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,,It helps to use fixtures in pytest.mark.parametrize.,testing,21,False,tvorog/pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,MIT,2016-09-29 23:52:48.000,2020-02-01 18:49:47.818,2020-02-01 17:56:35.000,11.0,19.0,190.0,2020-02-01 18:04:00.000,0.6.3,12.0,7.0,['pytest'],conda-forge/pytest-lazy-fixture,pytest-lazy-fixture,13.0,92.0,371.0,309.0,https://pypi.org/project/pytest-lazy-fixture,2020-02-01 18:04:00.000,62.0,146602.0,151626.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2020-02-01 18:49:47.818,251220.0,3.0,,,,,,,,,,
184,add-trailing-comma,https://github.com/asottile/add-trailing-comma,,A tool (and pre-commit hook) to automatically add trailing commas to calls and literals.,refactoring,21,True,asottile/add-trailing-comma,https://github.com/asottile/add-trailing-comma,MIT,2017-07-10 00:55:50.000,2021-05-31 17:58:57.000,2021-05-31 17:58:56.000,13.0,34.0,181.0,2021-01-24 18:14:07.000,2.1.0,30.0,9.0,,,add-trailing-comma,1.0,242.0,14.0,,https://pypi.org/project/add-trailing-comma,2021-01-24 18:14:07.000,14.0,9580.0,9580.0,,,,3.0,,,,,,,,,,
185,dodgy,https://github.com/landscapeio/dodgy,,Looks at Python code to search for things which look dodgy such as passwords or diffs.,security,21,True,landscapeio/dodgy,https://github.com/landscapeio/dodgy,MIT,2013-12-25 12:22:20.000,2021-03-21 11:36:52.000,2021-03-21 11:36:52.000,18.0,3.0,89.0,2019-12-31 16:44:58.000,0.2.1,10.0,14.0,,conda-forge/dodgy,dodgy,8.0,70.0,1852.0,1328.0,https://pypi.org/project/dodgy,2019-12-31 16:44:58.000,524.0,145171.0,145577.0,https://anaconda.org/conda-forge/dodgy,2020-06-10 17:10:06.579,23599.0,3.0,,,,,,,,,,
186,flake8-black,https://github.com/peterjc/flake8-black,,flake8 plugin to run black for checking Python coding style.,linters,21,True,peterjc/flake8-black,https://github.com/peterjc/flake8-black,MIT,2019-01-10 14:40:26.000,2021-04-15 22:34:04.000,2021-04-15 22:33:29.000,7.0,14.0,88.0,2020-07-25 16:07:56.000,0.2.1,9.0,4.0,['flake8'],conda-forge/flake8-black,flake8-black,4.0,86.0,781.0,745.0,https://pypi.org/project/flake8-black,2020-07-25 16:07:56.000,36.0,195102.0,199400.0,https://anaconda.org/conda-forge/flake8-black,2020-07-25 16:32:38.063,103158.0,3.0,,,,,,,,,,
187,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,15.0,433.0,38.0,33.0,https://pypi.org/project/profiling,2017-06-28 06:10:16.000,5.0,3540.0,3540.0,,,,3.0,,,,,,,,,,
188,pyrasite,https://github.com/lmacken/pyrasite,,Inject code into running Python processes.,debugging,20,False,lmacken/pyrasite,https://github.com/lmacken/pyrasite,GPL-3.0,2011-09-10 06:01:20.000,2020-12-24 21:02:34.000,2017-03-13 17:42:17.000,188.0,14.0,2539.0,,,13.0,20.0,,,pyrasite,39.0,274.0,37.0,31.0,https://pypi.org/project/pyrasite,2012-05-09 19:11:33.000,6.0,9741.0,9741.0,,,,3.0,,,,,,,,,,
189,PrettyErrors,https://github.com/onelivesleft/PrettyErrors,,Prettify Python exception output to make it legible.,logging,20,True,onelivesleft/PrettyErrors,https://github.com/onelivesleft/PrettyErrors,MIT,2018-11-15 16:02:27.000,2021-05-23 15:14:59.000,2021-05-23 15:14:39.000,65.0,29.0,2087.0,2021-05-23 15:14:59.000,1.2.21,44.0,4.0,,,pretty_errors,,123.0,0.0,,https://pypi.org/project/pretty_errors,2021-05-23 15:14:59.000,0.0,18691.0,18691.0,,,,3.0,,,,,,,,,,
190,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 18:15:26.000,2021-06-02 11:06:44.000,2021-06-02 11:06:40.000,45.0,21.0,1452.0,2020-12-02 20:41:20.000,20.12.2,3.0,22.0,,,xar,8.0,61.0,14.0,14.0,https://pypi.org/project/xar,2020-12-02 20:41:20.000,,168.0,168.0,,,,3.0,,,,,,,,,,
191,mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,,"Automatic documentation from sources, for MkDocs.",documentation,20,True,pawamoy/mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,ISC,2019-12-09 18:09:09.000,2021-05-27 17:57:52.000,2021-05-27 17:57:51.000,42.0,133.0,377.0,2021-05-16 15:56:37.000,0.15.1,36.0,19.0,['mkdocs'],,mkdocstrings,41.0,427.0,0.0,,https://pypi.org/project/mkdocstrings,2021-05-16 15:56:37.000,0.0,47827.0,47827.0,,,,3.0,,,mkdocstrings/mkdocstrings,,,,,,,
192,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,20,True,Instagram/Fixit,https://github.com/Instagram/Fixit,MIT,2020-02-20 19:09:01.000,2021-06-02 20:45:01.000,2021-06-02 20:45:01.000,37.0,24.0,242.0,2020-12-11 01:56:10.000,0.1.3,5.0,25.0,,,fixit,34.0,156.0,6.0,6.0,https://pypi.org/project/fixit,2020-12-11 01:53:21.000,0.0,1445.0,1445.0,,,,3.0,,,,,,,,,,
193,blacken-docs,https://github.com/asottile/blacken-docs,,Run `black` on python code blocks in documentation files.,documentation,20,True,asottile/blacken-docs,https://github.com/asottile/blacken-docs,MIT,2018-06-03 02:48:01.000,2021-05-31 18:21:21.000,2021-05-31 18:21:21.000,17.0,26.0,213.0,2021-03-02 02:05:09.000,1.10.0,19.0,12.0,,conda-forge/blacken-docs,blacken-docs,2.0,162.0,22.0,,https://pypi.org/project/blacken-docs,2021-03-02 02:05:09.000,22.0,5327.0,6822.0,https://anaconda.org/conda-forge/blacken-docs,2021-03-02 04:02:19.005,16449.0,3.0,,,,,,,,,,
194,pytest-docker,https://github.com/avast/pytest-docker,,Docker-based integration tests.,testing,20,True,avast/pytest-docker,https://github.com/avast/pytest-docker,MIT,2017-03-07 04:51:13.000,2021-05-20 10:31:47.000,2020-09-22 09:13:51.000,37.0,13.0,208.0,2020-09-22 09:28:03.000,0.10.1,13.0,9.0,['pytest'],,pytest-docker,16.0,56.0,28.0,,https://pypi.org/project/pytest-docker,2020-09-22 09:28:03.000,28.0,22959.0,22962.0,,,,3.0,66.0,,,,,,,,,
195,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 15:06:51.000,2021-03-20 00:00:48.000,2020-07-23 01:35:13.000,29.0,43.0,186.0,2020-07-23 01:35:39.000,0.5.8,22.0,9.0,['mkdocs'],,mkdocs-pdf-export-plugin,36.0,68.0,131.0,127.0,https://pypi.org/project/mkdocs-pdf-export-plugin,2020-07-23 01:35:04.000,4.0,13273.0,13273.0,,,,3.0,,,,,,,,,,
196,mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,,An MkDocs plugin that simplifies configuring page titles and their order.,documentation,20,True,lukasgeiter/mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,MIT,2018-02-06 21:09:24.000,2021-04-20 17:08:31.000,2020-12-22 01:43:41.000,17.0,32.0,153.0,2020-12-22 02:04:30.000,2.5.0,16.0,2.0,['mkdocs'],,mkdocs-awesome-pages-plugin,6.0,53.0,450.0,360.0,https://pypi.org/project/mkdocs-awesome-pages-plugin,2020-12-22 01:59:58.000,90.0,33639.0,33639.0,,,,3.0,,,,,,,,,,
197,pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,,pytest plugin for manipulating test data directories and files.,testing,20,False,gabrielcnr/pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,MIT,2015-07-02 21:41:44.000,2020-11-22 23:34:25.000,2019-10-22 13:19:39.000,17.0,11.0,140.0,2019-10-22 13:04:22.000,1.3.1,9.0,7.0,['pytest'],conda-forge/pytest-datadir,pytest-datadir,3.0,71.0,416.0,338.0,https://pypi.org/project/pytest-datadir,2019-10-22 13:04:22.000,78.0,94585.0,95948.0,https://anaconda.org/conda-forge/pytest-datadir,2019-10-23 16:32:51.374,76348.0,3.0,,,,,,,,,,
198,flake8-mypy,https://github.com/ambv/flake8-mypy,,A plugin for flake8 integrating Mypy.,linters,20,True,ambv/flake8-mypy,https://github.com/ambv/flake8-mypy,MIT,2017-02-26 02:27:33.000,2020-06-19 16:51:36.000,2020-06-19 16:51:00.000,15.0,3.0,103.0,2017-08-31 23:17:01.000,17.8.0,6.0,8.0,['flake8'],,flake8-mypy,19.0,50.0,888.0,690.0,https://pypi.org/project/flake8-mypy,2017-08-31 23:17:01.000,198.0,34337.0,34337.0,,,,3.0,,,,,,,,,,
199,pylint-flask,https://github.com/jschaf/pylint-flask,,A Pylint plugin to analyze Flask applications.,linters,20,True,jschaf/pylint-flask,https://github.com/jschaf/pylint-flask,GPL-2.0,2015-06-27 20:11:12.000,2021-03-10 19:35:23.000,2021-03-10 19:35:23.000,9.0,5.0,57.0,,,5.0,7.0,['pylint'],conda-forge/pylint-flask,pylint-flask,4.0,40.0,5730.0,5024.0,https://pypi.org/project/pylint-flask,2019-01-30 19:26:02.000,706.0,172950.0,173789.0,https://anaconda.org/conda-forge/pylint-flask,2019-02-02 18:28:49.934,48710.0,3.0,,,,,,,,,,
200,unify,https://github.com/myint/unify,,Modifies strings to all use the same quote where possible.,refactoring,20,False,myint/unify,https://github.com/myint/unify,MIT,2013-03-24 18:02:19.000,2021-04-21 16:21:07.000,2019-08-07 13:44:00.000,12.0,3.0,54.0,2013-06-22 15:34:37.000,0.1.5,10.0,5.0,,,unify,7.0,69.0,293.0,239.0,https://pypi.org/project/unify,2019-08-07 13:46:09.000,54.0,47093.0,47093.0,,,,3.0,,,,,,,,,,
201,Birdseye,https://github.com/alexmojaki/birdseye,,Graphical Python debugger which lets you easily view the values of all evaluated expressions.,debugging,19,True,alexmojaki/birdseye,https://github.com/alexmojaki/birdseye,MIT,2017-07-22 18:49:20.000,2021-05-03 18:43:10.000,2021-03-26 14:30:21.000,70.0,31.0,1398.0,2020-08-25 21:49:38.000,0.8.4,35.0,9.0,,,birdseye,17.0,397.0,0.0,,https://pypi.org/project/birdseye,2020-08-25 21:49:38.000,0.0,1496.0,1496.0,,,,3.0,,,,,,,,,,
202,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 09:40:29.000,2021-05-30 15:58:59.000,2021-05-30 15:58:57.000,28.0,46.0,767.0,2021-05-29 15:37:17.000,0.3.0,24.0,22.0,,,pyflow,42.0,300.0,0.0,,https://pypi.org/project/pyflow,2021-05-29 15:37:17.000,0.0,176.0,317.0,,,,3.0,3106.0,2.0,,,,,,,,
203,dlint,https://github.com/dlint-py/dlint,,Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure.,security,19,True,dlint-py/dlint,https://github.com/dlint-py/dlint,BSD-3-Clause,2020-01-08 15:53:36.000,2020-12-08 17:21:33.000,2020-12-08 17:21:32.000,13.0,12.0,315.0,2020-10-30 20:40:39.000,0.11.0,13.0,7.0,,,dlint,20.0,201.0,18.0,,https://pypi.org/project/dlint,2020-10-30 20:40:39.000,18.0,27414.0,27414.0,,,,3.0,,,,,,,,,,
204,constructor,https://github.com/conda/constructor,,tool for creating installers from conda packages.,packaging,19,True,conda/constructor,https://github.com/conda/constructor,BSD-3-Clause,2016-02-12 06:52:50.000,2021-05-24 15:52:40.000,2021-05-24 15:52:40.000,125.0,194.0,310.0,2021-04-03 16:53:20.000,3.2.1,37.0,46.0,,constructor,,41.0,948.0,9.0,9.0,,,,,71.0,https://anaconda.org/anaconda/constructor,2021-04-01 17:48:58.348,3991.0,3.0,219.0,,,,,,,,,
205,flakehell,https://github.com/life4/flakehell,,"Flake8 wrapper to make it nice, legacy-friendly, configurable.",linters,19,True,life4/flakehell,https://github.com/life4/flakehell,MIT,2019-08-06 11:37:21.000,2021-01-11 21:35:41.000,2021-01-11 21:35:40.000,33.0,,221.0,2021-01-11 18:40:32.000,0.9.0,28.0,15.0,['flake8'],,flakehell,4.0,368.0,0.0,,https://pypi.org/project/flakehell,2021-01-11 18:40:32.000,0.0,37826.0,37828.0,,,,3.0,50.0,,,,,,,,,
206,nitpick,https://github.com/andreoliwa/nitpick,,Enforce the same settings on multiple projects.,linters,19,True,andreoliwa/nitpick,https://github.com/andreoliwa/nitpick,MIT,2018-03-23 14:25:24.000,2021-06-01 04:04:14.000,2021-06-01 04:04:13.000,9.0,53.0,154.0,2021-03-16 21:47:14.000,0.26.0,42.0,10.0,['flake8'],,nitpick,31.0,486.0,0.0,,https://pypi.org/project/nitpick,2021-03-16 21:47:11.000,0.0,10488.0,10488.0,,,,3.0,3.0,,,,,,,,,
207,pynt,https://github.com/rags/pynt,,A pynt of Python build.,build-tools,19,False,rags/pynt,https://github.com/rags/pynt,MIT,2012-11-17 13:12:49.000,2020-04-13 11:49:33.000,2019-10-04 19:05:46.000,18.0,13.0,151.0,2018-06-24 06:23:48.000,0.8.2,7.0,9.0,,,pynt,5.0,128.0,124.0,70.0,https://pypi.org/project/pynt,2018-06-24 06:23:48.000,54.0,9645.0,9645.0,,,,3.0,,,,,,,,,,
208,eradicate,https://github.com/myint/eradicate,,Removes commented-out code from Python files.,refactoring,19,False,myint/eradicate,https://github.com/myint/eradicate,Saxpath,2012-12-23 04:39:48.000,2020-10-06 12:45:07.000,2020-10-01 09:23:01.000,19.0,13.0,114.0,2020-10-01 09:33:03.000,2.0.0,16.0,7.0,,,eradicate,6.0,164.0,156.0,,https://pypi.org/project/eradicate,2020-10-01 09:33:03.000,156.0,230457.0,230457.0,,,,3.0,,,,,,,,,,
209,sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,,sphinx builder that outputs markdown files.,documentation,19,True,codejamninja/sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,MIT,2018-11-11 00:07:58.000,2020-10-07 04:18:38.000,2020-10-07 04:18:32.000,28.0,16.0,102.0,2019-12-23 17:05:52.000,0.5.4,22.0,16.0,['sphinx'],,sphinx-markdown-builder,18.0,99.0,182.0,140.0,https://pypi.org/project/sphinx-markdown-builder,2019-12-23 17:05:52.000,42.0,15264.0,15264.0,,,,3.0,,,clayrisser/sphinx-markdown-builder,,,,,,,
210,flake8-bandit,https://github.com/tylerwince/flake8-bandit,,Automated security testing using bandit and flake8.,linters,19,True,tylerwince/flake8-bandit,https://github.com/tylerwince/flake8-bandit,MIT,2017-10-28 23:19:09.000,2020-12-29 20:50:06.000,2020-08-29 05:51:08.000,15.0,8.0,61.0,2019-10-08 03:58:31.000,2.1.2,11.0,5.0,['flake8'],,flake8-bandit,3.0,44.0,156.0,,https://pypi.org/project/flake8-bandit,2019-10-08 03:58:31.000,156.0,210073.0,210073.0,,,,3.0,,,,,,,,,,
211,mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,,Generate a single PDF file from MkDocs repository.,documentation,19,True,orzih/mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,MIT,2020-02-23 16:34:46.000,2021-05-30 01:54:44.000,2021-05-30 01:54:35.000,9.0,29.0,59.0,2021-01-11 02:43:17.000,0.8.3,24.0,5.0,['mkdocs'],,mkdocs-with-pdf,13.0,172.0,24.0,24.0,https://pypi.org/project/mkdocs-with-pdf,2021-01-11 02:26:16.000,,3530.0,3530.0,,,,3.0,,,,,,,,,,
212,mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,,MkDocs plugin for setting revision date from git per markdown file.,documentation,19,False,zhaoterryy/mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,MIT,2018-12-03 04:29:33.000,2020-10-16 02:02:54.000,2020-10-16 01:58:36.000,5.0,9.0,34.0,2020-10-16 02:02:42.000,0.3.1,8.0,6.0,['mkdocs'],,mkdocs-git-revision-date-plugin,2.0,24.0,228.0,210.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,2020-10-16 02:02:18.000,18.0,9274.0,9274.0,,,,3.0,,,,,,,,,,
213,pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,,a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv).,virtual-envs,18,True,pyenv/pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,MIT,2013-02-18 12:59:17.000,2021-05-25 21:49:59.000,2021-05-09 17:56:31.000,290.0,173.0,4312.0,2019-02-14 00:27:42.000,1.1.5,7.0,43.0,,,,125.0,466.0,,,,,,,,,,,3.0,,,,,,,,,,
214,wily,https://github.com/tonybaloney/wily,,"A Python application for tracking, reporting on timing and complexity in Python code.",code-metrics,18,True,tonybaloney/wily,https://github.com/tonybaloney/wily,Apache-2.0,2018-10-11 22:12:25.000,2021-03-02 01:26:07.000,2021-03-02 01:26:07.000,43.0,48.0,751.0,2020-09-02 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 06:33:11.000,8.0,6503.0,6503.0,,,,3.0,,,,,,,,,,
215,portray,https://github.com/timothycrosley/portray,,Your Project with Great Documentation.,documentation,18,True,timothycrosley/portray,https://github.com/timothycrosley/portray,MIT,2019-08-21 05:14:04.000,2021-05-21 06:18:28.000,2021-05-21 06:18:26.000,56.0,28.0,740.0,2021-04-02 03:59:23.000,1.6.0,27.0,15.0,,,portray,20.0,,8.0,,https://pypi.org/project/portray,2021-04-02 03:59:23.000,8.0,7196.0,7196.0,,,,3.0,,,,,,,,,,
216,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 03:53:03.000,28.0,8.0,493.0,2018-12-06 03:59:34.000,0.0.6,6.0,4.0,,,py-heat,3.0,51.0,33.0,28.0,https://pypi.org/project/py-heat,2018-12-06 03:59:34.000,5.0,1110.0,1110.0,,,,3.0,,,,,,,,,,
217,vex,https://github.com/sashahart/vex,,Run a command in the named virtualenv.,virtual-envs,18,False,sashahart/vex,https://github.com/sashahart/vex,MIT,2014-05-09 03:20:02.000,2021-01-19 19:03:16.000,2019-05-10 19:18:48.000,23.0,38.0,369.0,2019-05-10 19:21:38.000,0.0.19,18.0,3.0,,,vex,2.0,200.0,37.0,21.0,https://pypi.org/project/vex,2019-05-10 19:21:38.000,16.0,743.0,743.0,,,,3.0,,,,,,,,,,
218,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 01:26:32.000,2021-05-31 19:17:54.000,2017-12-09 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 21:57:32.000,4.0,23.0,23.0,,,,3.0,,,,,,,,,,
219,unimport,https://github.com/hakancelik96/unimport,,"A linter, formatter for finding and removing unused import statements.",refactoring,18,True,hakancelik96/unimport,https://github.com/hakancelik96/unimport,MIT,2019-09-08 09:49:24.000,2021-05-31 17:03:24.000,2021-05-08 15:59:40.000,15.0,62.0,105.0,2021-05-08 16:03:41.000,0.8.3,29.0,11.0,,,unimport,9.0,384.0,5.0,5.0,https://pypi.org/project/unimport,2021-03-10 16:31:53.000,,3888.0,3888.0,,,,3.0,,,,,,,,,,
220,pyformat,https://github.com/myint/pyformat,,Formats Python code to follow a consistent style.,formatters,18,False,myint/pyformat,https://github.com/myint/pyformat,Saxpath,2013-03-24 21:45:30.000,2019-12-07 19:55:59.000,2019-05-24 17:17:56.000,5.0,3.0,82.0,2014-09-07 13:57:37.000,0.5.7,23.0,3.0,,,pyformat,3.0,199.0,101.0,79.0,https://pypi.org/project/pyformat,2017-01-04 02:31:11.000,22.0,10781.0,10781.0,,,,3.0,,,,,,,,,,
221,mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,,A tool that allows for versioning sites built with mkdocs.,documentation,18,False,zayd62/mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,MIT,2019-07-20 18:09:56.000,2021-06-02 01:17:28.000,2021-02-11 10:22:58.000,8.0,22.0,40.0,2021-02-11 10:24:35.000,0.4.0,6.0,5.0,['mkdocs'],,mkdocs-versioning,3.0,132.0,18.0,18.0,https://pypi.org/project/mkdocs-versioning,2021-02-11 10:24:35.000,,2197.0,2197.0,,,,3.0,,,,,,,,,,
222,fake2db,https://github.com/emirozer/fake2db,,create custom test databases that are populated with fake data.,testing,17,False,emirozer/fake2db,https://github.com/emirozer/fake2db,GPL-2.0,2014-02-18 19:14:28.000,2019-11-25 09:19:01.000,2019-11-25 09:19:00.000,109.0,15.0,2066.0,2019-03-09 13:53:12.000,1.0.0,20.0,18.0,,,fake2db,6.0,242.0,14.0,13.0,https://pypi.org/project/fake2db,2018-02-09 15:43:23.000,1.0,105.0,105.0,,,,3.0,,,,,,,,,,
223,pycycle,https://github.com/bndr/pycycle,,Tool for pinpointing circular imports in Python. Find cyclic imports in any project.,linters,17,False,bndr/pycycle,https://github.com/bndr/pycycle,MIT,2017-01-28 17:22:00.000,2020-06-24 12:43:11.000,2017-02-13 18:07:04.000,12.0,1.0,285.0,2017-02-13 18:07:58.000,0.0.8,8.0,2.0,,,pycycle,13.0,26.0,49.0,42.0,https://pypi.org/project/pycycle,2017-02-13 18:07:58.000,7.0,2857.0,2857.0,,,,3.0,,,,,,,,,,
224,beartype,https://github.com/beartype/beartype,,Unbearably fast O(1) runtime type-checking in pure Python.,linters,17,True,beartype/beartype,https://github.com/beartype/beartype,MIT,2020-04-03 06:06:22.000,2021-06-02 05:58:57.000,2021-06-01 05:45:16.000,6.0,21.0,264.0,2021-05-25 05:39:45.000,0.7.0,11.0,4.0,,conda-forge/beartype,beartype,3.0,,0.0,,https://pypi.org/project/beartype,2021-05-25 05:39:45.000,0.0,10667.0,11017.0,https://anaconda.org/conda-forge/beartype,2021-05-25 07:24:11.467,4206.0,3.0,,,,,,,,,,
225,retype,https://github.com/ambv/retype,,Re-apply type annotations from .pyi stubs to your codebase.,refactoring,17,True,ambv/retype,https://github.com/ambv/retype,MIT,2017-03-11 07:54:58.000,2021-05-16 22:51:30.742,2021-05-15 17:24:28.000,16.0,5.0,100.0,2021-05-15 15:22:34.000,21.5.0,9.0,8.0,,conda-forge/retype,retype,9.0,,34.0,,https://pypi.org/project/retype,2021-05-15 15:22:34.000,34.0,1005.0,1328.0,https://anaconda.org/conda-forge/retype,2021-05-16 22:51:30.742,13260.0,3.0,,,,,,,,,,
226,pandas-vet,https://github.com/deppen8/pandas-vet,,A plugin for Flake8 that checks pandas code.,linters,17,True,deppen8/pandas-vet,https://github.com/deppen8/pandas-vet,MIT,2019-02-25 05:19:51.000,2021-03-03 04:44:57.000,2021-03-03 04:44:57.000,14.0,28.0,93.0,2020-02-01 05:12:09.000,0.2.2,6.0,10.0,['flake8'],conda-forge/pandas-vet,pandas-vet,21.0,179.0,37.0,37.0,https://pypi.org/project/pandas-vet,2020-02-01 05:12:09.000,0.0,5823.0,6074.0,https://anaconda.org/conda-forge/pandas-vet,2020-02-01 05:31:32.445,6512.0,3.0,33.0,,,,,,,,,
227,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 02:11:17.000,13.0,5.0,90.0,2020-12-23 02:19:02.000,0.69.1,15.0,6.0,,,massedit,3.0,178.0,10.0,,https://pypi.org/project/massedit,2020-12-23 02:12:33.000,10.0,1278.0,1278.0,,,,3.0,15.0,,,,,,,,,
228,mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,,MkDocs Plugin allowing your visitors to *File Print Save as PDF* the entire site.,documentation,17,False,timvink/mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,MIT,2020-08-15 12:02:33.000,2021-05-19 18:24:00.000,2021-05-19 18:20:17.000,4.0,46.0,18.0,2021-05-19 18:24:00.000,1.2.3,21.0,,['mkdocs'],,mkdocs-print-site-plugin,5.0,141.0,24.0,24.0,https://pypi.org/project/mkdocs-print-site-plugin,2021-05-19 18:24:00.000,0.0,1837.0,1837.0,,,,3.0,,,,,,,,,,
229,yala,https://github.com/cemsbr/yala,,Yet Another Linter Aggregator.,linters,17,False,cemsbr/yala,https://github.com/cemsbr/yala,MIT,2017-06-02 22:45:50.000,2021-06-01 22:20:31.000,2021-04-10 04:03:47.000,4.0,11.0,11.0,2020-10-24 16:03:12.000,3.0.1,27.0,3.0,"['flake8', 'pylint']",,yala,1.0,165.0,54.0,36.0,https://pypi.org/project/yala,2020-10-24 16:03:12.000,18.0,806.0,806.0,,,,3.0,,,,,,,,,,
230,bellybutton,https://github.com/hchasestevens/bellybutton,,Custom Python linting through AST expressions.,linters,16,True,hchasestevens/bellybutton,https://github.com/hchasestevens/bellybutton,MIT,2018-02-17 06:31:44.000,2020-11-27 21:20:22.000,2020-11-27 21:18:44.000,7.0,6.0,212.0,2020-11-27 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 21:20:22.000,0.0,6300.0,6300.0,,,,3.0,,,,,,,,,,
231,pep8ify,https://github.com/spulec/pep8ify,,A library that modifies python source code to conform to pep8.,refactoring,16,False,spulec/pep8ify,https://github.com/spulec/pep8ify,Apache-2.0,2012-06-03 03:31:33.000,2019-03-08 03:06:14.000,2014-10-24 20:36:38.000,13.0,12.0,113.0,2014-10-24 20:36:57.000,0.0.13,13.0,6.0,,,pep8ify,6.0,154.0,53.0,34.0,https://pypi.org/project/pep8ify,2014-10-24 20:36:57.000,19.0,114.0,114.0,,,,3.0,,,,,,,,,,
232,pytest-play,https://github.com/pytest-dev/pytest-play,,pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files.,testing,16,False,pytest-dev/pytest-play,https://github.com/pytest-dev/pytest-play,Apache-2.0,2017-12-14 09:08:26.000,2019-08-20 15:57:27.000,2019-06-12 11:57:28.000,3.0,24.0,63.0,2019-06-12 11:59:29.000,2.3.1,23.0,3.0,['pytest'],,pytest-play,4.0,382.0,25.0,21.0,https://pypi.org/project/pytest-play,2019-06-12 11:59:29.000,4.0,458.0,458.0,,,,3.0,,,,,,,,,,
233,lazydocs,https://github.com/ml-tooling/lazydocs,,Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx.,documentation,16,True,ml-tooling/lazydocs,https://github.com/ml-tooling/lazydocs,MIT,2020-11-10 00:31:46.000,2021-06-02 03:32:37.000,2021-03-15 19:30:16.000,5.0,,23.0,2021-03-15 19:30:05.000,0.4.6,16.0,4.0,,,lazydocs,1.0,,22.0,22.0,https://pypi.org/project/lazydocs,2021-03-15 19:24:25.000,0.0,180.0,180.0,,,,3.0,,,,,,,,,,
234,PyOxidizer,https://github.com/indygreg/PyOxidizer,,A modern Python application packaging and distribution tool.,packaging,15,True,indygreg/PyOxidizer,https://github.com/indygreg/PyOxidizer,MPL-2.0,2018-12-18 23:32:13.000,2021-05-16 17:34:09.000,2021-05-16 17:27:05.000,111.0,143.0,3041.0,2021-05-09 16:48:41.000,pyoxidizer/0.16.0,8.0,34.0,,,,199.0,,,,,,,,16.0,,,,3.0,275.0,,,,,,,,,
235,pyenv-installer,https://github.com/pyenv/pyenv-installer,,This tool is used to install `pyenv` and friends.,virtual-envs,15,True,pyenv/pyenv-installer,https://github.com/pyenv/pyenv-installer,MIT,2013-06-01 03:48:07.000,2021-05-17 23:00:48.000,2021-05-09 21:55:39.000,296.0,56.0,2696.0,,,,31.0,,,,6.0,134.0,,,,,,,,,,,3.0,,,,,,,,,,
236,dh-virtualenv,https://github.com/spotify/dh-virtualenv,,Python virtualenvs in Debian packages.,virtual-envs,15,True,spotify/dh-virtualenv,https://github.com/spotify/dh-virtualenv,GPL-2.0,2013-10-09 19:03:43.000,2021-04-12 18:40:39.000,2021-04-12 18:40:39.000,158.0,156.0,1461.0,,,,56.0,,,,25.0,406.0,,,,,,,,,,,3.0,,,,,,,,,,
237,tbvaccine,https://github.com/skorokithakis/tbvaccine,,A small utility to pretty-print Python tracebacks.,logging,15,False,skorokithakis/tbvaccine,https://github.com/skorokithakis/tbvaccine,MIT,2016-08-27 17:31:59.000,2020-03-01 19:24:46.000,2020-03-01 19:24:44.000,12.0,13.0,357.0,2018-12-14 18:07:29.000,0.3.1,12.0,12.0,,,tbvaccine,7.0,80.0,9.0,9.0,https://pypi.org/project/tbvaccine,2018-12-14 18:07:29.000,,732.0,732.0,,,,3.0,,,,,,,,,,
238,pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,,A PipEnv Environment Switcher.,virtual-envs,14,False,gtalarico/pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,MIT,2018-05-02 03:56:41.000,2021-06-01 22:15:42.000,2019-06-27 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,,100.0,100.0,,,,3.0,,,,,,,,,,
239,pip-run,https://github.com/jaraco/pip-run,,pip-run - dynamic dependency loader for Python.,dependency-managers,14,True,jaraco/pip-run,https://github.com/jaraco/pip-run,MIT,2016-01-25 01:59:13.000,2021-03-24 23:41:55.000,2021-03-24 23:27:11.000,10.0,37.0,60.0,2021-02-21 18:35:39.000,8.4.2,20.0,9.0,,,pip-run,4.0,,,,https://pypi.org/project/pip-run,2021-02-21 18:35:23.000,,2405.0,2405.0,,,,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 01:37:08.000,60.0,30.0,481.0,2019-05-14 20:14:05.000,2.0.0,5.0,14.0,,,,31.0,93.0,,,,,,,,,,,3.0,,,,,,,,,,
241,pytest-plugins,https://github.com/man-group/pytest-plugins,,A grab-bag of nifty pytest plugins.,testing,13,False,man-group/pytest-plugins,https://github.com/man-group/pytest-plugins,MIT,2015-08-14 07:52:32.000,2021-03-22 04:23:41.000,2020-04-11 14:20:38.000,58.0,51.0,376.0,,,,46.0,,,,38.0,747.0,,,,,,,,,,,3.0,,,,,,,,,,
242,linty_fresh,https://github.com/lyft/linty_fresh,,Surface lint errors during code review.,linters,13,True,lyft/linty_fresh,https://github.com/lyft/linty_fresh,Apache-2.0,2015-12-19 02:37:26.000,2020-11-30 22:20:25.000,2020-11-30 22:18:53.000,21.0,1.0,183.0,2018-12-12 19:47:05.000,0.7.0,10.0,17.0,"['flake8', 'mypy']",,linty-fresh,8.0,53.0,,,https://pypi.org/project/linty-fresh,2018-12-12 19:47:05.000,,18.0,18.0,,,,3.0,,,,,,,,,,
243,com2ann,https://github.com/ilevkivskyi/com2ann,,Tool for translation type comments to type annotations in Python.,refactoring,13,True,ilevkivskyi/com2ann,https://github.com/ilevkivskyi/com2ann,MIT,2016-09-09 07:17:02.000,2021-03-07 09:20:28.000,2021-03-07 09:20:25.000,5.0,14.0,90.0,2019-06-17 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 19:19:47.000,0.0,829.0,829.0,,,,3.0,,,,,,,,,,
244,universal-build,https://github.com/ml-tooling/universal-build,,Universal build utilities for containerized build pipelines.,build-tools,13,True,ml-tooling/universal-build,https://github.com/ml-tooling/universal-build,MIT,2020-10-19 14:57:21.000,2021-04-19 19:45:59.000,2021-04-19 19:45:59.000,3.0,1.0,12.0,2021-03-22 18:29:06.000,0.6.13,38.0,4.0,,,universal-build,,,0.0,,https://pypi.org/project/universal-build,2020-12-12 13:21:08.000,0.0,204.0,206.0,,,,3.0,15.0,,,,,,,,,
245,cohesion,https://github.com/mschwager/cohesion,,A tool for measuring Python class cohesion.,code-metrics,12,False,mschwager/cohesion,https://github.com/mschwager/cohesion,GPL-3.0,2016-08-11 21:09:32.000,2019-08-05 17:14:04.000,2019-08-05 17:14:01.000,2.0,11.0,135.0,2019-07-10 16:08:05.000,1.0.0,9.0,2.0,,,cohesion,1.0,78.0,3.0,,https://pypi.org/project/cohesion,2019-07-10 16:08:05.000,3.0,1964.0,1964.0,,,,3.0,,,,,,,,,,
246,pyship,https://github.com/jamesabel/pyship,,"freezer, installer and updater for Python applications.",packaging,9,False,jamesabel/pyship,https://github.com/jamesabel/pyship,MIT,2020-04-23 04:45:03.000,2020-12-07 01:00:59.000,2020-12-07 01:00:54.000,,,11.0,2020-12-07 00:53:45.000,0.1.0,14.0,,,,pyship,4.0,,,,https://pypi.org/project/pyship,2020-12-07 00:53:45.000,,52.0,52.0,,,,3.0,,,,,,,,,,
1 name homepage resource description category projectrank show github_id github_url license created_at updated_at last_commit_pushed_at fork_count closed_issue_count star_count latest_stable_release_published_at latest_stable_release_number release_count contributor_count labels conda_id pypi_id open_issue_count commit_count dependent_project_count github_dependent_project_count pypi_url pypi_latest_release_published_at pypi_dependent_project_count pypi_monthly_downloads monthly_downloads conda_url conda_latest_release_published_at conda_total_downloads projectrank_placing github_release_downloads trending updated_github_id cargo_id npm_id npm_url npm_latest_release_published_at npm_dependent_project_count npm_monthly_downloads conda_forge
2 0 Python.org Packaging https://packaging.python.org/overview/ True An Overview of Packaging for Python. packaging 0 True
3 1 best-of-web-python - Testing https://github.com/ml-tooling/best-of-web-python True Testing libraries & tools for python web frameworks. testing 0 True ml-tooling/best-of-web-python https://github.com/ml-tooling/best-of-web-python CC-BY-SA-4.0 2021-01-05 13:09:27.000 2021-06-03 14:40:51.000 2021-05-14 08:30:59.000 81.0 2.0 1235.0 2021-05-14 08:31:08.000 2021.05.13 16.0 6.0
4 2 unittest https://docs.python.org/3/library/unittest.html True Unittest is a test framework included in the Python standard library. testing 0 True
5 3 sphinx https://github.com/sphinx-doc/sphinx Main repository for the Sphinx documentation builder. documentation 38 True sphinx-doc/sphinx https://github.com/sphinx-doc/sphinx BSD-3-Clause 2015-01-02 10:53:28.000 2021-06-03 14:52:46.000 2021-06-03 12:47:58.000 1475.0 4638.0 3956.0 2021-05-20 12:58:02.000 4.0.2 151.0 645.0 ['sphinx'] conda-forge/sphinx sphinx 768.0 17633.0 248149.0 143613.0 https://pypi.org/project/sphinx 2021-05-20 12:58:02.000 104536.0 4455646.0 4512690.0 https://anaconda.org/conda-forge/sphinx 2021-05-25 19:47:42.185 3308568.0 1.0
6 4 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 2021-06-02 01:34:05.000 2021-05-29 03:05:47.000 1623.0 2883.0 21950.0 2021-05-29 03:10:16.000 2021.5.29 298.0 383.0 conda-forge/pipenv pipenv 536.0 7058.0 21346.0 19072.0 https://pypi.org/project/pipenv 2021-05-29 03:10:16.000 2274.0 3238449.0 3240429.0 https://anaconda.org/conda-forge/pipenv 2020-11-15 06:15:51.831 39601.0 1.0
7 5 tqdm https://github.com/tqdm/tqdm A Fast, Extensible Progress Bar for Python and CLI. logging 36 True tqdm/tqdm https://github.com/tqdm/tqdm MIT 2015-06-03 13:13:14.000 2021-05-31 20:50:55.000 2021-05-24 11:33:23.000 947.0 511.0 18484.0 2021-05-24 19:55:34.000 4.61.0 118.0 100.0 conda-forge/tqdm tqdm 282.0 1833.0 204393.0 178155.0 https://pypi.org/project/tqdm 2021-05-24 19:47:43.000 26238.0 19672350.0 19778888.0 https://anaconda.org/conda-forge/tqdm 2021-05-24 21:12:31.593 6384922.0 1.0 7905.0
8 6 mypy https://github.com/python/mypy Optional static typing for Python 3 and 2 (PEP 484). linters 36 True python/mypy https://github.com/python/mypy MIT 2012-12-07 13:30:23.000 2021-06-02 15:52:34.000 2021-06-02 00:06:55.000 1755.0 4640.0 10793.0 79.0 467.0 conda-forge/mypy mypy 1752.0 9533.0 41098.0 35014.0 https://pypi.org/project/mypy 2021-02-19 17:28:31.000 6084.0 6599864.0 6621885.0 https://anaconda.org/conda-forge/mypy 2021-04-02 00:00:44.993 946920.0 1.0
9 7 pytest https://github.com/pytest-dev/pytest The pytest framework makes it easy to write small tests, yet scales to support complex functional testing. testing 36 True pytest-dev/pytest https://github.com/pytest-dev/pytest MIT 2015-06-15 20:28:27.000 2021-06-03 14:47:13.000 2021-06-01 15:34:29.000 1728.0 3865.0 7383.0 2021-05-04 16:22:25.000 6.2.4 147.0 724.0 ['pytest'] conda-forge/pytest pytest 653.0 455706.0 325122.0 https://pypi.org/project/pytest 2021-05-04 16:21:57.000 130584.0 27876264.0 28011335.0 https://anaconda.org/conda-forge/pytest 2021-05-27 13:10:24.043 7969240.0 1.0
10 8 tox https://github.com/tox-dev/tox Command line driven CI frontend and development task automation tool. testing 36 True tox-dev/tox https://github.com/tox-dev/tox MIT 2016-09-17 16:54:22.000 2021-06-01 14:01:18.000 2021-06-01 14:01:18.000 366.0 1059.0 2237.0 2021-05-10 12:09:53.000 3.23.1 116.0 243.0 ['pytest'] conda-forge/tox tox 139.0 1999.0 81040.0 44640.0 https://pypi.org/project/tox 2021-05-05 16:42:34.000 36400.0 4209749.0 4216113.0 https://anaconda.org/conda-forge/tox 2021-05-05 22:48:33.555 286403.0 1.0
11 9 flake8 https://github.com/PyCQA/flake8 Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelder's McCabe script. linters 36 True PyCQA/flake8 https://github.com/PyCQA/flake8 MIT 2014-09-13 17:06:24.000 2021-05-31 18:06:12.000 2021-05-31 18:06:11.000 183.0 1240.0 1288.0 2021-03-14 23:32:11.000 3.9.0 79.0 155.0 conda-forge/flake8 flake8 37.0 1961.0 241306.0 170016.0 https://pypi.org/project/flake8 2021-05-08 19:52:32.000 71290.0 12101419.0 12142809.0 https://anaconda.org/conda-forge/flake8 2021-05-10 17:37:45.968 2483425.0 1.0
12 10 mkdocs https://github.com/mkdocs/mkdocs Project documentation with Markdown. documentation 35 True mkdocs/mkdocs https://github.com/mkdocs/mkdocs BSD-2-Clause 2014-01-11 21:05:21.000 2021-06-03 00:26:55.000 2021-06-02 17:01:21.000 1750.0 1401.0 12242.0 2020-05-14 15:18:01.000 1.1.2 44.0 192.0 ['mkdocs'] conda-forge/mkdocs mkdocs 132.0 1538.0 18489.0 12547.0 https://pypi.org/project/mkdocs 2020-05-14 15:18:01.000 5942.0 572158.0 574319.0 https://anaconda.org/conda-forge/mkdocs 2020-06-01 13:16:37.068 134000.0 1.0
13 11 psutil https://github.com/giampaolo/psutil Cross-platform lib for process and system monitoring in Python. profiling 35 True giampaolo/psutil https://github.com/giampaolo/psutil BSD-3-Clause 2014-05-23 14:01:48.000 2021-06-02 11:12:25.000 2021-05-14 15:02:54.000 1094.0 1287.0 7358.0 2020-12-19 01:19:27.000 5.8.0 83.0 159.0 conda-forge/psutil psutil 176.0 5683.0 112946.0 88280.0 https://pypi.org/project/psutil 2020-12-19 01:19:27.000 24666.0 22834356.0 22945012.0 https://anaconda.org/conda-forge/psutil 2021-04-19 20:30:13.823 6860688.0 1.0 -1.0
14 12 jedi https://github.com/davidhalter/jedi Awesome autocompletion, static analysis and refactoring library for python. refactoring 35 True davidhalter/jedi https://github.com/davidhalter/jedi MIT 2012-02-19 23:12:30.000 2021-05-26 14:15:06.000 2021-05-05 22:38:19.000 441.0 1209.0 4876.0 2020-12-25 10:34:25.000 0.18.0 30.0 144.0 conda-forge/jedi jedi 28.0 8204.0 149411.0 133505.0 https://pypi.org/project/jedi 2020-12-25 10:34:25.000 15906.0 13164067.0 13254085.0 https://anaconda.org/conda-forge/jedi 2021-01-14 15:48:43.942 5041058.0 1.0 -1.0
15 13 pyinstaller https://github.com/pyinstaller/pyinstaller Freeze (package) Python programs into stand-alone executables. packaging 34 True pyinstaller/pyinstaller https://github.com/pyinstaller/pyinstaller GPL-2.0 2011-11-23 11:05:56.000 2021-06-03 14:58:49.000 2021-06-02 13:59:39.000 1638.0 3803.0 8128.0 2021-04-17 05:02:21.000 4.3 28.0 399.0 conda-forge/pyinstaller pyinstaller 367.0 7773.0 17499.0 17499.0 https://pypi.org/project/pyinstaller 2021-04-17 04:46:48.000 0.0 582155.0 593610.0 https://anaconda.org/conda-forge/pyinstaller 2021-04-21 15:08:29.384 230471.0 1.0 702058.0 2.0
16 14 pip https://github.com/pypa/pip The Python package installer. dependency-managers 34 True pypa/pip https://github.com/pypa/pip MIT 2011-03-06 14:30:46.000 2021-06-03 14:46:25.000 2021-06-03 14:44:42.000 2244.0 4777.0 7189.0 2021-05-23 09:52:07.000 21.1.2 105.0 609.0 conda-forge/pip pip 978.0 69631.0 50965.0 https://pypi.org/project/pip 2021-05-23 09:52:07.000 18666.0 90425171.0 90773436.0 https://anaconda.org/conda-forge/pip 2021-05-23 11:54:56.735 20547644.0 1.0
17 15 robotframework https://github.com/robotframework/robotframework Generic automation framework for acceptance testing and RPA. testing 34 True robotframework/robotframework https://github.com/robotframework/robotframework Apache-2.0 2014-06-27 11:10:38.000 2021-05-31 07:35:47.000 2021-05-25 11:29:09.000 1689.0 3363.0 5944.0 2021-05-25 11:27:33.000 4.0.3 62.0 140.0 conda-forge/robotframework robotframework 203.0 12913.0 5234.0 3826.0 https://pypi.org/project/robotframework 2021-05-25 11:28:06.000 1408.0 707734.0 708944.0 https://anaconda.org/conda-forge/robotframework 2021-05-25 13:52:36.408 49374.0 1.0 505.0
18 16 pycodestyle https://github.com/PyCQA/pycodestyle Simple Python style checker in one Python file. linters 34 True PyCQA/pycodestyle https://github.com/PyCQA/pycodestyle Saxpath 2009-10-02 00:43:37.000 2021-05-26 09:46:52.000 2021-05-06 22:18:19.000 599.0 531.0 4316.0 2021-03-14 18:44:02.000 2.7.0 12.0 125.0 conda-forge/pycodestyle pycodestyle 113.0 1222.0 162150.0 140920.0 https://pypi.org/project/pycodestyle 2021-03-14 18:44:02.000 21230.0 16317261.0 16360935.0 https://anaconda.org/conda-forge/pycodestyle 2021-03-15 18:43:23.361 2620480.0 1.0
19 17 autopep8 https://github.com/hhatto/autopep8 A tool that automatically formats Python code to conform to the PEP 8 style guide. formatters 34 True hhatto/autopep8 https://github.com/hhatto/autopep8 MIT 2010-12-29 20:08:51.000 2021-04-30 08:34:16.877 2021-04-30 06:04:29.000 244.0 333.0 3785.0 2021-04-30 06:09:29.000 1.5.7 67.0 50.0 conda-forge/autopep8 autopep8 86.0 2702.0 87491.0 77307.0 https://pypi.org/project/autopep8 2021-04-30 06:04:42.000 10184.0 2052476.0 2060183.0 https://anaconda.org/conda-forge/autopep8 2021-04-30 08:34:16.877 462447.0 1.0
20 18 pylint https://github.com/PyCQA/pylint It's not just a linter that annoys you!. linters 34 True PyCQA/pylint https://github.com/PyCQA/pylint GPL-2.0 2015-12-09 05:40:02.000 2021-06-02 16:29:55.000 2021-06-02 16:27:01.000 716.0 2723.0 3369.0 2021-05-31 19:04:53.000 2.8.3 105.0 392.0 conda-forge/pylint pylint 705.0 5480.0 37734.0 https://pypi.org/project/pylint 2021-05-31 19:00:03.000 37734.0 10001618.0 10033997.0 https://anaconda.org/conda-forge/pylint 2021-03-03 00:06:43.039 1878025.0 1.0
21 19 setuptools https://github.com/pypa/setuptools Official project repository for the Setuptools build system. build-tools 34 True pypa/setuptools https://github.com/pypa/setuptools MIT 2016-03-29 14:02:33.000 2021-06-02 10:47:19.000 2021-05-29 15:41:00.000 729.0 1235.0 1362.0 2021-05-23 03:55:07.000 57.0.0 430.0 443.0 conda-forge/setuptools setuptools 539.0 161435.0 103505.0 https://pypi.org/project/setuptools 2021-05-23 03:54:57.000 57930.0 104593502.0 104965945.0 https://anaconda.org/conda-forge/setuptools 2021-01-08 05:42:17.824 21974098.0 1.0 107.0
22 20 rich https://github.com/willmcgugan/rich Rich is a Python library for rich text and beautiful formatting in the terminal. logging 33 True willmcgugan/rich https://github.com/willmcgugan/rich MIT 2019-11-10 15:28:09.000 2021-06-02 05:13:27.000 2021-05-21 10:00:53.000 795.0 450.0 26292.0 2021-05-19 16:16:58.000 10.2.2 126.0 91.0 conda-forge/rich rich 9.0 1952.0 4310.0 4310.0 https://pypi.org/project/rich 2021-05-19 16:16:00.000 0.0 1745155.0 1766056.0 https://anaconda.org/conda-forge/rich 2021-05-19 19:58:08.049 229911.0 1.0
23 21 black https://github.com/psf/black The uncompromising Python code formatter. formatters 33 True psf/black https://github.com/psf/black MIT 2018-03-14 19:54:45.000 2021-06-02 22:15:18.000 2021-06-02 03:01:02.000 1355.0 1257.0 21215.0 2021-05-31 14:27:43.000 21.5b2 29.0 251.0 conda-forge/black black 298.0 66492.0 60264.0 https://pypi.org/project/black 2021-05-31 14:28:12.000 6228.0 7550590.0 7594521.0 https://anaconda.org/conda-forge/black 2021-06-01 15:30:09.204 1606213.0 2.0 14061.0
24 22 mkdocs-material https://github.com/squidfunk/mkdocs-material A Material Design theme for MkDocs. documentation 33 True squidfunk/mkdocs-material https://github.com/squidfunk/mkdocs-material MIT 2016-01-28 22:09:23.000 2021-06-02 21:41:34.000 2021-06-01 06:51:54.000 1586.0 1034.0 6624.0 2021-05-30 11:50:32.000 7.1.6 200.0 116.0 ['mkdocs'] conda-forge/mkdocs-material mkdocs-material 9.0 3375.0 8284.0 6782.0 https://pypi.org/project/mkdocs-material 2021-05-30 11:50:32.000 1502.0 455145.0 456903.0 https://anaconda.org/conda-forge/mkdocs-material 2021-05-31 05:55:39.520 43970.0 1.0
25 23 hypothesis https://github.com/HypothesisWorks/hypothesis Hypothesis is a powerful, flexible, and easy to use library for property-based testing. testing 33 True HypothesisWorks/hypothesis https://github.com/HypothesisWorks/hypothesis MPL-2.0 2013-03-10 13:51:19.000 2021-06-03 13:26:08.000 2021-06-03 11:35:24.000 464.0 1052.0 5201.0 2021-06-03 11:35:47.000 hypothesis-python-6.13.12 848.0 248.0 conda-forge/hypothesis hypothesis 58.0 10814.0 11420.0 8804.0 https://pypi.org/project/hypothesis 2021-06-03 11:35:31.000 2616.0 1784097.0 1854959.0 https://anaconda.org/conda-forge/hypothesis 2021-06-03 13:17:35.465 4180886.0 1.0
26 24 isort https://github.com/PyCQA/isort A Python utility / library to sort imports. formatters 33 True PyCQA/isort https://github.com/PyCQA/isort MIT 2013-09-02 22:22:53.000 2021-06-02 07:29:33.000 2021-06-02 07:29:30.000 399.0 926.0 3923.0 2021-03-21 06:05:17.000 5.8.0 126.0 236.0 conda-forge/isort isort 29.0 198867.0 174649.0 https://pypi.org/project/isort 2020-12-31 01:15:41.000 24218.0 14986565.0 15019468.0 https://anaconda.org/conda-forge/isort 2021-03-21 08:22:11.429 1941308.0 2.0
27 25 sphinx_rtd_theme https://github.com/readthedocs/sphinx_rtd_theme Sphinx theme for readthedocs.org. documentation 33 True readthedocs/sphinx_rtd_theme https://github.com/readthedocs/sphinx_rtd_theme MIT 2013-10-17 17:10:49.000 2021-06-02 07:22:20.000 2021-05-01 01:50:03.000 1560.0 490.0 3705.0 2018-10-05 13:20:49.000 0.4.2 23.0 104.0 ['sphinx'] conda-forge/sphinx_rtd_theme sphinx_rtd_theme 192.0 1217.0 23490.0 16.0 https://pypi.org/project/sphinx_rtd_theme 2018-10-05 13:20:49.000 23474.0 2040568.0 2063563.0 https://anaconda.org/conda-forge/sphinx_rtd_theme 2021-04-06 20:57:24.009 1333723.0 1.0
28 26 poetry https://github.com/python-poetry/poetry Python dependency management and packaging made easy. dependency-managers 32 True python-poetry/poetry https://github.com/python-poetry/poetry MIT 2018-02-28 15:23:47.000 2021-06-03 08:10:57.000 2021-06-01 14:41:15.000 1234.0 1879.0 15237.0 2021-04-14 17:08:31.000 1.1.6 135.0 275.0 conda-forge/poetry poetry 1140.0 1802.0 64.0 https://pypi.org/project/poetry 2021-05-21 14:01:30.000 64.0 2255825.0 2432059.0 https://anaconda.org/conda-forge/poetry 2021-04-15 00:21:03.148 215528.0 2.0 6602009.0
29 27 conda https://github.com/conda/conda OS-agnostic, system-level binary package manager and ecosystem. dependency-managers 32 True conda/conda https://github.com/conda/conda BSD-3-Clause 2012-10-15 22:08:03.000 2021-06-02 17:31:01.000 2021-06-01 12:39:42.000 1033.0 6044.0 4158.0 2021-04-15 16:31:48.000 4.10.1 100.0 356.0 conda-forge/conda conda 1990.0 15687.0 2104.0 https://pypi.org/project/conda 2017-04-22 23:38:35.000 2104.0 56518.0 374571.0 https://anaconda.org/conda-forge/conda 2021-04-21 16:07:33.360 18447074.0 2.0
30 28 virtualenv https://github.com/pypa/virtualenv Virtual Python Environment builder. virtual-envs 32 True pypa/virtualenv https://github.com/pypa/virtualenv MIT 2011-03-06 14:33:27.000 2021-05-31 16:55:24.000 2021-05-24 18:22:31.000 894.0 1075.0 3884.0 2021-05-24 18:15:38.000 20.4.7 162.0 171.0 conda-forge/virtualenv virtualenv 60.0 34422.0 https://pypi.org/project/virtualenv 2021-05-24 18:15:38.000 34422.0 18551044.0 18568751.0 https://anaconda.org/conda-forge/virtualenv 2021-05-24 21:48:38.685 903076.0 2.0
31 29 freezegun https://github.com/spulec/freezegun Let your Python tests travel through time. testing 32 True spulec/freezegun https://github.com/spulec/freezegun Apache-2.0 2012-12-11 05:11:00.000 2021-05-07 15:53:29.000 2021-01-20 07:44:52.000 196.0 165.0 2897.0 2021-01-20 07:45:20.000 1.1.0 56.0 94.0 conda-forge/freezegun freezegun 67.0 521.0 16431.0 8079.0 https://pypi.org/project/freezegun 2021-01-20 07:45:20.000 8352.0 3681274.0 3684770.0 https://anaconda.org/conda-forge/freezegun 2021-01-20 09:23:22.014 220262.0 1.0
32 30 nose https://github.com/nose-devs/nose nose is nicer testing for python. testing 32 False nose-devs/nose https://github.com/nose-devs/nose LGPL-2.1+ 2011-12-13 19:36:32.000 2021-04-09 10:35:26.000 2016-03-04 01:16:26.000 358.0 461.0 1339.0 2015-06-02 09:12:36.000 1.3.7 14.0 95.0 conda-forge/nose nose 447.0 1004.0 195895.0 109421.0 https://pypi.org/project/nose 2015-06-02 09:12:36.000 86474.0 4076163.0 4104873.0 https://anaconda.org/conda-forge/nose 2020-10-11 16:52:20.277 1751325.0 1.0
33 31 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 2021-06-02 01:42:14.000 2021-06-02 01:42:11.000 238.0 313.0 1123.0 2021-03-15 16:36:43.000 3.4.0 42.0 102.0 conda-forge/twine twine 42.0 955.0 58205.0 40701.0 https://pypi.org/project/twine 2021-03-15 16:36:43.000 17504.0 1879013.0 1883706.0 https://anaconda.org/conda-forge/twine 2021-03-17 03:54:06.297 272213.0 1.0
34 32 pyflakes https://github.com/PyCQA/pyflakes A simple program which checks Python source files for errors. linters 32 True PyCQA/pyflakes https://github.com/PyCQA/pyflakes MIT 2014-04-07 06:19:46.000 2021-05-28 17:28:29.000 2021-05-28 17:28:29.000 145.0 342.0 1034.0 2021-03-24 16:32:54.000 2.3.1 30.0 77.0 conda-forge/pyflakes pyflakes 80.0 513.0 115881.0 89383.0 https://pypi.org/project/pyflakes 2021-03-24 16:32:54.000 26498.0 12654538.0 12696379.0 https://anaconda.org/conda-forge/pyflakes 2021-03-24 22:10:26.104 2510464.0 1.0
35 33 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 2021-06-02 16:41:25.608 2021-06-01 17:24:18.000 143.0 193.0 1027.0 2021-06-01 17:24:42.000 2.12.1 42.0 66.0 ['pytest'] conda-forge/pytest-cov pytest-cov 101.0 813.0 130740.0 87346.0 https://pypi.org/project/pytest-cov 2021-06-01 17:24:42.000 43394.0 11680008.0 11725363.0 https://anaconda.org/conda-forge/pytest-cov 2021-06-02 16:41:25.608 2857424.0 1.0
36 34 sentry-sdk https://github.com/getsentry/sentry-python The new Python SDK for Sentry.io. logging 32 True getsentry/sentry-python https://github.com/getsentry/sentry-python BSD-2-Clause 2018-06-18 22:51:10.000 2021-06-02 21:14:02.000 2021-06-02 14:46:24.000 208.0 374.0 935.0 2021-05-06 17:24:17.000 1.1.0 128.0 97.0 conda-forge/sentry-sdk sentry-sdk 171.0 1245.0 12432.0 11446.0 https://pypi.org/project/sentry-sdk 2021-05-06 17:24:12.000 986.0 8730895.0 8733722.0 https://anaconda.org/conda-forge/sentry-sdk 2021-05-11 18:36:53.766 83475.0 2.0 4462.0
37 35 parso https://github.com/davidhalter/parso A Python Parser. linters 32 True davidhalter/parso https://github.com/davidhalter/parso MIT 2017-05-08 20:14:30.000 2021-05-30 07:38:09.000 2021-05-30 07:37:32.000 68.0 90.0 412.0 2021-03-30 20:43:51.000 0.8.2 25.0 40.0 conda-forge/parso parso 8.0 1086.0 140376.0 129012.0 https://pypi.org/project/parso 2021-03-30 20:43:51.000 11364.0 13272874.0 13369697.0 https://anaconda.org/conda-forge/parso 2021-03-31 00:05:02.064 4066592.0 1.0
38 36 loguru https://github.com/Delgan/loguru Python logging made (stupidly) simple. logging 31 True Delgan/loguru https://github.com/Delgan/loguru MIT 2017-08-15 17:22:32.000 2021-04-19 15:15:46.138 2021-03-19 22:08:53.000 403.0 362.0 9026.0 2020-09-20 07:56:32.000 0.5.3 17.0 29.0 conda-forge/loguru loguru 49.0 558.0 7695.0 7353.0 https://pypi.org/project/loguru 2020-09-20 07:54:28.000 342.0 1571519.0 1577853.0 https://anaconda.org/conda-forge/loguru 2021-04-19 15:15:46.138 177355.0 2.0
39 37 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 2021-06-02 20:48:58.000 2021-05-31 17:56:52.000 446.0 1110.0 6029.0 2021-05-21 21:08:51.000 2.13.0 160.0 121.0 conda-forge/pre-commit pre-commit 26.0 2017.0 2136.0 https://pypi.org/project/pre-commit 2021-05-21 21:05:09.000 2136.0 3227198.0 3252668.0 https://anaconda.org/conda-forge/pre-commit 2021-05-27 13:32:23.502 557406.0 1.0 6032.0
40 38 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 2021-06-02 15:27:20.000 2021-06-01 14:00:16.000 426.0 608.0 4997.0 2021-04-14 09:19:42.000 6.1.0 92.0 147.0 conda-forge/pip-tools pip-tools 122.0 1544.0 3252.0 https://pypi.org/project/pip-tools 2021-03-16 00:32:58.000 3252.0 2019393.0 2020179.0 https://anaconda.org/conda-forge/pip-tools 2021-04-14 11:47:58.017 11014.0 2.0
41 39 buildbot https://github.com/buildbot/buildbot Python-based continuous integration testing framework; your pull requests are more than welcome!. build-tools 31 True buildbot/buildbot https://github.com/buildbot/buildbot GPL-2.0 2010-07-06 17:56:53.000 2021-05-27 19:58:20.000 2021-05-26 09:26:02.000 1517.0 687.0 4623.0 2021-04-28 10:47:25.000 3.1.1 111.0 790.0 conda-forge/buildbot buildbot 641.0 21990.0 1140.0 248.0 https://pypi.org/project/buildbot 2021-04-28 11:01:30.000 892.0 57047.0 58966.0 https://anaconda.org/conda-forge/buildbot 2021-04-28 12:55:11.512 34132.0 2.0 15104.0
42 40 invoke https://github.com/pyinvoke/invoke Pythonic task management & command execution. build-tools 31 True pyinvoke/invoke https://github.com/pyinvoke/invoke BSD-2-Clause 2012-02-29 23:59:23.000 2021-05-30 21:29:53.000 2021-05-30 21:29:07.000 280.0 357.0 3292.0 2020-12-31 02:43:43.000 1.5.0 50.0 55.0 conda-forge/invoke invoke 303.0 3507.0 12456.0 7854.0 https://pypi.org/project/invoke 2020-12-31 02:43:43.000 4602.0 1453342.0 1458341.0 https://anaconda.org/conda-forge/invoke 2021-01-06 14:58:41.830 309990.0 2.0
43 41 bandit https://github.com/PyCQA/bandit Bandit is a tool designed to find common security issues in Python code. security 31 True PyCQA/bandit https://github.com/PyCQA/bandit Apache-2.0 2018-04-26 09:08:12.000 2021-05-21 22:59:19.000 2021-04-12 17:48:57.000 325.0 364.0 3260.0 2020-12-13 02:48:28.000 1.7.0 31.0 132.0 conda-forge/bandit bandit 166.0 1169.0 9125.0 6771.0 https://pypi.org/project/bandit 2020-12-13 02:48:28.000 2354.0 1491185.0 1493965.0 https://anaconda.org/conda-forge/bandit 2021-03-10 05:39:36.125 69486.0 1.0 46.0
44 42 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 2021-06-02 11:44:01.000 2021-06-02 11:43:55.000 132.0 110.0 1419.0 2021-06-02 11:43:46.000 0.13.9 41.0 48.0 conda-forge/ipdb ipdb 51.0 351.0 43195.0 26297.0 https://pypi.org/project/ipdb 2021-06-02 11:43:46.000 16898.0 1574559.0 1577423.0 https://anaconda.org/conda-forge/ipdb 2021-04-19 03:20:52.710 168978.0 1.0
45 43 logbook https://github.com/getlogbook/logbook A cool logging replacement for Python. logging 31 False getlogbook/logbook https://github.com/getlogbook/logbook BSD-3-Clause 2010-07-22 10:13:12.000 2021-05-07 18:18:51.000 2019-10-16 17:48:40.000 157.0 125.0 1397.0 2019-01-16 20:35:25.000 1.4.3 41.0 76.0 conda-forge/logbook logbook 56.0 1194.0 4645.0 2581.0 https://pypi.org/project/logbook 2019-10-16 18:14:55.000 2064.0 465582.0 467130.0 https://anaconda.org/conda-forge/logbook 2021-01-11 05:40:29.145 41716.0 2.0 244.0
46 44 tabulate https://github.com/astanin/python-tabulate Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from.. logging 31 True astanin/python-tabulate https://github.com/astanin/python-tabulate MIT 2016-05-01 20:47:06.376 2021-05-16 09:57:59.000 2021-03-04 09:33:31.000 62.0 57.0 839.0 2021-02-22 07:34:12.000 0.8.9 25.0 67.0 conda-forge/tabulate tabulate 27.0 502.0 52631.0 44529.0 https://pypi.org/project/tabulate 2021-02-22 07:34:12.000 8102.0 16683578.0 16700921.0 https://anaconda.org/conda-forge/tabulate 2021-02-22 13:39:52.132 1057965.0 2.0
47 45 pytest-xdist https://github.com/pytest-dev/pytest-xdist pytest plugin for distributed testing and loop-on-failures testing modes. testing 31 True pytest-dev/pytest-xdist https://github.com/pytest-dev/pytest-xdist MIT 2015-09-01 18:51:45.000 2021-05-31 19:35:12.000 2021-05-31 19:35:11.000 146.0 229.0 707.0 2021-02-09 21:06:38.000 2.2.1 55.0 73.0 ['pytest'] conda-forge/pytest-xdist pytest-xdist 191.0 868.0 25742.0 18400.0 https://pypi.org/project/pytest-xdist 2021-02-09 21:06:38.000 7342.0 4338289.0 4361976.0 https://anaconda.org/conda-forge/pytest-xdist 2021-02-10 14:13:48.139 1397582.0 2.0
48 46 alabaster https://github.com/bitprophet/alabaster Lightweight, configurable Sphinx theme. Now the Sphinx default!. documentation 31 False bitprophet/alabaster https://github.com/bitprophet/alabaster BSD-3-Clause 2013-12-07 00:03:15.000 2021-04-28 00:08:02.000 2020-01-10 23:50:18.000 153.0 52.0 609.0 2018-10-03 01:39:17.000 0.7.12 24.0 28.0 ['sphinx'] conda-forge/alabaster alabaster 75.0 350.0 61008.0 46110.0 https://pypi.org/project/alabaster 2018-10-03 01:39:17.000 14898.0 3916149.0 3956382.0 https://anaconda.org/conda-forge/alabaster 2018-10-03 15:29:30.017 2373776.0 2.0
49 47 coveralls-python https://github.com/TheKevJames/coveralls-python Show coverage stats online via coveralls.io. testing 31 True coveralls-clients/coveralls-python https://github.com/TheKevJames/coveralls-python MIT 2013-02-06 20:48:39.000 2021-06-03 14:34:53.000 2021-06-01 23:10:52.000 174.0 132.0 457.0 2021-05-24 21:57:41.000 3.1.0 39.0 57.0 ['pytest'] coveralls 6.0 409.0 34715.0 17707.0 https://pypi.org/project/coveralls 2021-05-24 21:57:41.000 17008.0 556898.0 556898.0 2.0 TheKevJames/coveralls-python
50 48 packaging https://github.com/pypa/packaging Core utilities for Python packages. packaging 31 True pypa/packaging https://github.com/pypa/packaging BSD-2-Clause 2014-05-15 22:49:43.000 2021-05-28 18:40:50.000 2021-05-28 18:40:49.000 154.0 144.0 302.0 2021-01-29 20:27:31.000 20.9 35.0 69.0 conda-forge/packaging packaging 53.0 242678.0 213478.0 https://pypi.org/project/packaging 2021-01-29 20:24:35.000 29200.0 53857510.0 53983823.0 https://anaconda.org/conda-forge/packaging 2021-02-04 17:30:01.516 7578582.0 1.0 88.0
51 49 wheel https://github.com/pypa/wheel The official binary distribution format for Python. build-tools 31 True pypa/wheel https://github.com/pypa/wheel MIT 2016-07-16 23:19:28.580 2021-05-23 18:58:51.000 2021-05-23 18:58:13.000 89.0 289.0 242.0 2020-12-13 18:09:07.000 0.36.2 64.0 61.0 conda-forge/wheel wheel 23.0 732.0 62544.0 https://pypi.org/project/wheel 2020-12-13 18:09:07.000 62544.0 70927008.0 71227997.0 https://anaconda.org/conda-forge/wheel 2020-12-13 19:48:16.429 17758398.0 2.0
52 50 Glances https://github.com/nicolargo/glances Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. profiling 30 True nicolargo/glances https://github.com/nicolargo/glances LGPL-3.0 2011-12-04 08:49:15.000 2021-06-01 16:22:51.000 2021-06-01 16:22:13.000 1186.0 1163.0 18471.0 2021-05-11 07:14:30.000 3.1.7 54.0 143.0 conda-forge/glances glances 200.0 3951.0 355.0 305.0 https://pypi.org/project/glances 2021-05-02 14:38:44.000 50.0 134339.0 136472.0 https://anaconda.org/conda-forge/glances 2021-02-07 19:32:17.197 134018.0 1.0 426.0
53 51 numpydoc https://github.com/numpy/numpydoc Numpy's Sphinx extensions. documentation 30 True numpy/numpydoc https://github.com/numpy/numpydoc BSD-3-Clause 2013-07-24 16:23:39.000 2021-05-24 23:17:20.000 2021-05-19 15:13:17.000 5540.0 94.0 17194.0 2020-07-01 21:59:00.000 1.1.0 13.0 65.0 ['sphinx'] conda-forge/numpydoc numpydoc 51.0 33216.0 25868.0 https://pypi.org/project/numpydoc 2020-07-01 21:59:00.000 7348.0 269397.0 283963.0 https://anaconda.org/conda-forge/numpydoc 2020-10-01 19:37:54.384 772050.0 2.0
54 52 yapf https://github.com/google/yapf A formatter for Python files. formatters 30 True google/yapf https://github.com/google/yapf Apache-2.0 2015-03-18 18:22:31.000 2021-06-03 11:41:05.000 2021-05-30 05:53:14.000 791.0 374.0 11755.0 2020-04-23 19:07:36.000 0.30.0 67.0 126.0 conda-forge/yapf yapf 310.0 23715.0 20309.0 https://pypi.org/project/yapf 2020-04-23 19:07:36.000 3406.0 1670513.0 1681367.0 https://anaconda.org/conda-forge/yapf 2021-04-19 00:01:27.357 651244.0 3.0
55 53 py-spy https://github.com/benfred/py-spy Sampling profiler for Python programs. profiling 30 True benfred/py-spy https://github.com/benfred/py-spy MIT 2018-08-01 02:22:15.000 2021-05-16 17:48:19.000 2021-05-16 17:21:31.000 248.0 142.0 6952.0 2021-05-16 17:48:19.000 0.3.7 30.0 25.0 py-spy 62.0 389.0 895.0 845.0 https://pypi.org/project/py-spy 2021-05-16 17:48:19.000 50.0 534974.0 535201.0 1.0 5231.0 py-spy
56 54 pyautogui https://github.com/asweigart/pyautogui A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard. testing 30 True asweigart/pyautogui https://github.com/asweigart/pyautogui BSD-3-Clause 2014-07-17 23:30:38.000 2021-04-30 15:18:47.000 2021-04-18 05:05:11.000 714.0 169.0 5129.0 2020-10-06 22:15:19.000 0.9.52 49.0 50.0 conda-forge/pyautogui pyautogui 307.0 390.0 8661.0 8053.0 https://pypi.org/project/pyautogui 2020-10-06 22:15:19.000 608.0 444022.0 446873.0 https://anaconda.org/conda-forge/pyautogui 2020-10-13 12:17:23.308 122617.0 2.0
57 55 factory_boy https://github.com/FactoryBoy/factory_boy A test fixtures replacement for Python. testing 30 True FactoryBoy/factory_boy https://github.com/FactoryBoy/factory_boy MIT 2011-05-11 08:26:59.000 2021-05-31 19:11:44.000 2021-05-31 19:11:43.000 315.0 340.0 2514.0 2018-05-05 15:05:40.000 2.11.1 36.0 115.0 conda-forge/factory_boy factory_boy 138.0 880.0 4256.0 https://pypi.org/project/factory_boy 2018-05-05 15:05:40.000 4256.0 1689722.0 1690921.0 https://anaconda.org/conda-forge/factory_boy 2021-04-04 01:17:30.466 68371.0 2.0
58 56 pydocstyle https://github.com/PyCQA/pydocstyle docstring style checker. linters 30 True PyCQA/pydocstyle https://github.com/PyCQA/pydocstyle MIT 2012-01-31 17:18:23.000 2021-05-18 22:35:13.379 2021-05-17 20:39:45.000 146.0 194.0 775.0 2021-05-17 20:37:45.000 6.1.1 17.0 72.0 conda-forge/pydocstyle pydocstyle 73.0 710.0 20515.0 16595.0 https://pypi.org/project/pydocstyle 2021-05-17 20:37:45.000 3920.0 2160731.0 2166861.0 https://anaconda.org/conda-forge/pydocstyle 2021-05-18 22:35:13.379 361697.0 2.0 51.0
59 57 PySnooper https://github.com/cool-RR/PySnooper Never use print for debugging again. debugging 29 True cool-RR/PySnooper https://github.com/cool-RR/PySnooper MIT 2019-04-18 13:55:43.000 2021-05-20 07:26:20.000 2021-05-19 08:23:53.000 892.0 93.0 14449.0 2021-05-19 08:24:40.000 0.5.0 54.0 26.0 conda-forge/pysnooper pysnooper 18.0 299.0 449.0 403.0 https://pypi.org/project/pysnooper 2021-05-19 08:24:40.000 46.0 94871.0 96308.0 https://anaconda.org/conda-forge/pysnooper 2021-05-19 12:14:49.747 35935.0 1.0
60 58 pyre-check https://github.com/facebook/pyre-check Performant type-checking for python. linters 29 True facebook/pyre-check https://github.com/facebook/pyre-check MIT 2017-11-10 17:31:36.000 2021-06-03 14:14:16.000 2021-06-03 14:14:11.000 319.0 194.0 5397.0 2021-05-14 19:50:13.000 0.9.3 62.0 161.0 pyre-check 65.0 9234.0 46.0 https://pypi.org/project/pyre-check 2021-05-14 01:29:18.000 46.0 19636.0 19636.0 2.0
61 59 line_profiler https://github.com/pyutils/line_profiler Line-by-line profiling for Python. profiling 29 True pyutils/line_profiler https://github.com/pyutils/line_profiler BSD-3-Clause 2016-05-26 17:37:38.151 2021-05-24 16:18:09.000 2021-05-24 16:18:09.000 250.0 10.0 3521.0 2021-04-30 19:15:30.000 3.2.5 8.0 24.0 conda-forge/line_profiler line_profiler 31.0 160.0 692.0 https://pypi.org/project/line_profiler 2017-12-20 02:30:37.000 692.0 454136.0 457099.0 https://anaconda.org/conda-forge/line_profiler 2021-05-01 02:19:56.551 180797.0 2.0
62 60 pipreqs https://github.com/bndr/pipreqs pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this.. dependency-managers 29 True bndr/pipreqs https://github.com/bndr/pipreqs Apache-2.0 2015-04-22 16:38:14.000 2021-05-13 18:45:04.000 2021-05-05 05:08:31.000 224.0 88.0 3427.0 2019-11-14 11:06:56.000 0.4.10 38.0 50.0 conda-forge/pipreqs pipreqs 82.0 300.0 5909.0 5381.0 https://pypi.org/project/pipreqs 2019-11-14 11:00:54.000 528.0 107769.0 108139.0 https://anaconda.org/conda-forge/pipreqs 2019-11-14 14:53:43.131 21096.0 3.0
63 61 wemake-python-styleguide https://github.com/wemake-services/wemake-python-styleguide The strictest and most opinionated python linter ever!. linters 29 True wemake-services/wemake-python-styleguide https://github.com/wemake-services/wemake-python-styleguide MIT 2018-03-09 21:04:25.000 2021-06-03 07:26:54.000 2021-06-03 07:26:51.000 274.0 867.0 1493.0 2021-02-27 12:22:01.000 0.15.2 51.0 141.0 wemake-python-styleguide 83.0 1717.0 362.0 348.0 https://pypi.org/project/wemake-python-styleguide 2021-02-27 12:21:14.000 14.0 75596.0 75596.0 2.0
64 62 rope https://github.com/python-rope/rope a python refactoring library. refactoring 29 True python-rope/rope https://github.com/python-rope/rope LGPL-3.0 2013-11-30 15:30:20.000 2021-05-30 20:11:33.599 2021-05-20 05:32:18.000 142.0 116.0 1139.0 2020-10-07 16:08:59.000 0.18.0 19.0 63.0 conda-forge/rope rope 70.0 1881.0 31677.0 28745.0 https://pypi.org/project/rope 2020-10-07 16:08:59.000 2932.0 406453.0 416973.0 https://anaconda.org/conda-forge/rope 2021-05-30 20:11:33.599 526012.0 1.0
65 63 pytest-mock https://github.com/pytest-dev/pytest-mock Thin-wrapper around the mock package for easier use with pytest. testing 29 True pytest-dev/pytest-mock https://github.com/pytest-dev/pytest-mock MIT 2014-07-17 00:40:32.000 2021-05-31 19:11:16.000 2021-05-31 19:11:15.000 95.0 89.0 1075.0 2021-05-18 11:53:27.000 3.6.1 52.0 54.0 ['pytest'] conda-forge/pytest-mock pytest-mock 10.0 22653.0 16473.0 https://pypi.org/project/pytest-mock 2021-05-06 19:21:18.000 6180.0 4060310.0 4076075.0 https://anaconda.org/conda-forge/pytest-mock 2021-05-07 01:15:17.653 930179.0 2.0
66 64 pytest-asyncio https://github.com/pytest-dev/pytest-asyncio Pytest support for asyncio. testing 29 True pytest-dev/pytest-asyncio https://github.com/pytest-dev/pytest-asyncio Apache-2.0 2015-04-11 00:18:05.000 2021-05-30 22:55:43.000 2021-05-30 22:55:43.000 79.0 95.0 729.0 2021-04-21 23:04:29.000 0.15.1 20.0 26.0 ['pytest'] conda-forge/pytest-asyncio pytest-asyncio 65.0 177.0 14461.0 12433.0 https://pypi.org/project/pytest-asyncio 2021-04-21 23:04:29.000 2028.0 1585149.0 1593956.0 https://anaconda.org/conda-forge/pytest-asyncio 2021-05-21 05:59:51.013 431552.0 2.0
67 65 flake8-bugbear https://github.com/PyCQA/flake8-bugbear A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in.. linters 29 True PyCQA/flake8-bugbear https://github.com/PyCQA/flake8-bugbear MIT 2016-03-15 20:54:43.000 2021-04-03 17:18:13.000 2021-04-01 21:18:24.000 41.0 53.0 546.0 2021-04-01 21:21:59.000 21.4.3 34.0 37.0 ['flake8'] conda-forge/flake8-bugbear flake8-bugbear 37.0 163.0 4732.0 3692.0 https://pypi.org/project/flake8-bugbear 2021-04-01 21:21:59.000 1040.0 808445.0 821905.0 https://anaconda.org/conda-forge/flake8-bugbear 2021-04-02 22:23:40.112 296126.0 2.0
68 66 breathe https://github.com/michaeljones/breathe ReStructuredText and Sphinx bridge to Doxygen. documentation 29 True michaeljones/breathe https://github.com/michaeljones/breathe BSD-3-Clause 2009-02-03 18:52:25.000 2021-05-30 01:47:25.000 2021-05-18 23:33:51.000 138.0 340.0 533.0 2021-05-06 19:46:25.000 4.30.0 59.0 94.0 conda-forge/breathe breathe 101.0 1467.0 6574.0 4566.0 https://pypi.org/project/breathe 2021-05-06 19:45:36.000 2008.0 90193.0 93691.0 https://anaconda.org/conda-forge/breathe 2021-05-08 22:53:25.599 194088.0 2.0 66.0
69 67 prettytable https://github.com/jazzband/prettytable Display tabular data in a visually appealing ASCII table format. logging 29 False jazzband/prettytable https://github.com/jazzband/prettytable BSD-1-Clause 2016-01-15 02:39:17.000 2021-05-31 08:30:26.000 2021-04-17 17:19:27.000 71.0 31.0 464.0 2021-03-02 19:34:23.000 2.1.0 14.0 27.0 conda-forge/prettytable prettytable 18.0 309.0 16967.0 16967.0 https://pypi.org/project/prettytable 2021-03-02 19:34:23.000 0.0 3405054.0 3409584.0 https://anaconda.org/conda-forge/prettytable 2021-03-02 22:49:12.885 271842.0 2.0
70 68 pytest-html https://github.com/pytest-dev/pytest-html Plugin for generating HTML reports for pytest results. testing 29 True pytest-dev/pytest-html https://github.com/pytest-dev/pytest-html MPL-2.0 2015-04-14 19:22:42.000 2021-05-11 22:04:17.000 2021-01-23 03:26:17.000 170.0 180.0 423.0 2020-12-13 15:24:58.000 3.1.1 44.0 43.0 ['pytest'] conda-forge/pytest-html pytest-html 81.0 376.0 11219.0 10235.0 https://pypi.org/project/pytest-html 2020-12-13 15:24:58.000 984.0 1716444.0 1719145.0 https://anaconda.org/conda-forge/pytest-html 2020-12-13 19:43:13.698 132367.0 2.0
71 69 mccabe https://github.com/PyCQA/mccabe McCabe complexity checker for Python. code-metrics 29 True PyCQA/mccabe https://github.com/PyCQA/mccabe Saxpath 2013-02-20 22:19:04.000 2021-04-02 23:49:37.000 2021-04-02 23:49:37.000 40.0 34.0 401.0 2017-01-26 22:13:14.000 0.6.1 11.0 21.0 conda-forge/mccabe mccabe 7.0 142.0 227967.0 196957.0 https://pypi.org/project/mccabe 2017-01-26 22:13:14.000 31010.0 18029757.0 18074508.0 https://anaconda.org/conda-forge/mccabe 2018-07-08 18:43:04.536 2685101.0 1.0
72 70 hacking https://github.com/openstack/hacking OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org. linters 29 True openstack/hacking https://github.com/openstack/hacking Apache-2.0 2013-03-26 21:09:28.000 2021-05-31 21:41:07.000 2021-05-31 20:05:41.000 66.0 218.0 2021-04-21 10:37:50.000 4.1.0 37.0 179.0 ['flake8'] hacking 1050.0 8690.0 https://pypi.org/project/hacking 2021-04-21 10:37:50.000 8690.0 169843.0 169843.0 2.0
73 71 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 2021-04-12 00:18:06.000 2021-04-12 00:18:06.000 46.0 75.0 183.0 2020-12-30 23:17:52.000 1.4.2 29.0 21.0 typed_ast 6.0 173.0 10362.0 https://pypi.org/project/typed_ast 2021-04-11 23:57:40.000 10362.0 17028473.0 17028473.0 1.0
74 72 playwright-python https://github.com/microsoft/playwright-python Python version of the Playwright testing and automation library. testing 28 True microsoft/playwright-python https://github.com/microsoft/playwright-python Apache-2.0 2020-07-01 15:28:13.000 2021-06-01 16:22:50.000 2021-06-01 16:22:49.000 393.0 329.0 4584.0 2021-05-20 21:04:39.000 1.11.2 52.0 21.0 playwright 17.0 365.0 228.0 228.0 https://pypi.org/project/playwright 2021-05-20 21:04:39.000 0.0 63914.0 63914.0 2.0 2.0
75 73 pytype https://github.com/google/pytype A static type analyzer for Python code. linters 28 True google/pytype https://github.com/google/pytype Apache-2.0 2015-03-18 20:52:08.000 2021-05-25 21:44:30.000 2021-05-25 19:10:25.000 192.0 318.0 3292.0 2021-05-25 21:37:24.000 2021.5.25 102.0 61.0 conda-forge/pytype pytype 102.0 4310.0 88.0 https://pypi.org/project/pytype 2021-05-25 21:37:24.000 88.0 101649.0 105285.0 https://anaconda.org/conda-forge/pytype 2020-10-13 18:48:00.617 47271.0 2.0
76 74 structlog https://github.com/hynek/structlog Structured Logging for Python. logging 28 True hynek/structlog https://github.com/hynek/structlog MIT 2013-08-13 15:55:58.000 2021-06-03 05:50:15.000 2021-06-03 05:50:15.000 137.0 150.0 1502.0 2021-02-18 16:17:00.000 21.1.0 23.0 73.0 conda-forge/structlog structlog 33.0 4467.0 3261.0 https://pypi.org/project/structlog 2021-02-18 16:06:29.000 1206.0 2112500.0 2114358.0 https://anaconda.org/conda-forge/structlog 2021-02-22 14:39:08.894 109649.0 2.0
77 75 pyelftools https://github.com/eliben/pyelftools Parsing ELF and DWARF in Python. debugging 28 True eliben/pyelftools https://github.com/eliben/pyelftools Unlicense 2013-06-08 22:55:54.000 2021-05-27 13:38:35.000 2021-05-27 13:38:35.000 390.0 112.0 1231.0 8.0 75.0 conda-forge/pyelftools pyelftools 54.0 571.0 3051.0 2167.0 https://pypi.org/project/pyelftools 2020-10-27 13:45:19.000 884.0 641755.0 642790.0 https://anaconda.org/conda-forge/pyelftools 2020-10-27 16:16:13.901 65214.0 2.0
78 76 radon https://github.com/rubik/radon Various code metrics for Python code. code-metrics 28 True rubik/radon https://github.com/rubik/radon MIT 2012-09-20 18:58:58.000 2021-06-02 16:33:10.000 2021-05-23 07:39:42.000 94.0 134.0 1220.0 2021-05-09 14:36:02.000 4.5.1 50.0 46.0 conda-forge/radon radon 20.0 514.0 2869.0 1771.0 https://pypi.org/project/radon 2021-05-23 07:40:10.000 1098.0 386941.0 387614.0 https://anaconda.org/conda-forge/radon 2020-09-18 20:13:31.841 29616.0 2.0
79 77 scons https://github.com/SCons/scons SCons - a software construction tool. build-tools 28 True SCons/scons https://github.com/SCons/scons MIT 2017-03-23 22:12:34.579 2021-06-02 06:20:19.000 2021-05-17 00:52:19.000 210.0 2641.0 1152.0 2021-01-19 22:02:05.000 4.1.0 14.0 133.0 conda-forge/scons scons 664.0 7140.0 50.0 https://pypi.org/project/scons 2019-12-17 02:49:51.000 50.0 152106.0 155869.0 https://anaconda.org/conda-forge/scons 2021-01-20 08:05:53.549 191297.0 2.0 352.0
80 78 safety https://github.com/pyupio/safety Safety checks your installed dependencies for known security vulnerabilities. security 28 True pyupio/safety https://github.com/pyupio/safety MIT 2016-10-19 13:22:56.000 2021-05-14 19:37:10.000 2021-04-28 19:57:23.000 85.0 68.0 1027.0 2021-01-15 19:34:46.000 1.10.3 38.0 35.0 conda-forge/safety safety 44.0 372.0 2459.0 1915.0 https://pypi.org/project/safety 2021-01-15 19:34:46.000 544.0 575948.0 579915.0 https://anaconda.org/conda-forge/safety 2021-01-15 20:54:00.958 18177.0 2.0 48606.0
81 79 python-json-logger https://github.com/madzak/python-json-logger Json Formatter for the standard python logger. logging 28 True madzak/python-json-logger https://github.com/madzak/python-json-logger BSD-2-Clause 2011-12-27 05:12:26.000 2021-04-18 19:41:32.000 2020-10-12 16:12:03.000 144.0 45.0 978.0 2020-10-12 16:26:53.000 2.0.1 19.0 43.0 conda-forge/python-json-logger python-json-logger 18.0 179.0 16113.0 15195.0 https://pypi.org/project/python-json-logger 2020-10-12 16:26:53.000 918.0 3103190.0 3116568.0 https://anaconda.org/conda-forge/python-json-logger 2020-10-12 23:31:31.855 668932.0 2.0
82 80 colorlog https://github.com/borntyping/python-colorlog A colored formatter for the python logging module. logging 28 True borntyping/python-colorlog https://github.com/borntyping/python-colorlog MIT 2012-09-05 17:57:21.000 2021-05-27 09:29:03.000 2021-05-27 09:28:52.000 72.0 62.0 691.0 2021-04-13 13:51:48.000 5.0.1 58.0 29.0 conda-forge/colorlog colorlog 2.0 13632.0 9966.0 https://pypi.org/project/colorlog 2021-05-27 09:18:43.000 3666.0 4673217.0 4679076.0 https://anaconda.org/conda-forge/colorlog 2021-04-14 16:26:06.310 363312.0 2.0
83 81 buildout https://github.com/buildout/buildout Buildout is a deployment automation tool written in and extended with Python. build-tools 28 False buildout/buildout https://github.com/buildout/buildout ZPL-2.1 2012-03-25 21:47:18.000 2021-05-11 11:55:36.000 2021-03-29 11:37:20.000 170.0 203.0 512.0 2021-03-08 07:25:44.000 2.13.4 103.0 89.0 zc.buildout 138.0 1616.0 1974.0 https://pypi.org/project/zc.buildout 2021-03-09 08:12:12.000 1974.0 97419.0 97419.0 2.0
84 82 pylint-django https://github.com/PyCQA/pylint-django Pylint plugin for improving code analysis for when using Django. linters 28 True PyCQA/pylint-django https://github.com/PyCQA/pylint-django GPL-2.0 2013-10-01 06:35:15.000 2021-04-26 10:10:55.000 2021-04-26 10:09:38.000 99.0 149.0 465.0 2021-04-09 06:40:49.000 2.4.3 49.0 58.0 ['pylint'] conda-forge/pylint-django pylint-django 25.0 547.0 15806.0 13560.0 https://pypi.org/project/pylint-django 2021-04-09 06:39:56.000 2246.0 612618.0 613987.0 https://anaconda.org/conda-forge/pylint-django 2021-01-12 09:07:20.984 78928.0 2.0 180.0
85 83 astunparse https://github.com/simonpercivall/astunparse An AST unparser for Python. ast 28 False simonpercivall/astunparse https://github.com/simonpercivall/astunparse BSD-3-Clause 2014-03-31 15:34:54.000 2021-05-13 16:10:26.000 2019-12-22 18:11:19.000 39.0 21.0 161.0 2019-12-22 18:12:11.000 1.6.3 11.0 10.0 conda-forge/astunparse astunparse 18.0 86.0 20635.0 20453.0 https://pypi.org/project/astunparse 2019-12-22 18:12:11.000 182.0 4406664.0 4412342.0 https://anaconda.org/conda-forge/astunparse 2021-01-15 07:40:29.426 272547.0 2.0
86 84 sqlmap https://github.com/sqlmapproject/sqlmap Automatic SQL injection and database takeover tool. security 27 True sqlmapproject/sqlmap https://github.com/sqlmapproject/sqlmap GPL-3.0 2012-06-26 09:52:15.000 2021-05-30 22:34:20.000 2021-05-30 22:34:14.000 4300.0 4277.0 20236.0 2021-03-03 22:08:16.000 1.5.3 67.0 106.0 sqlmap 47.0 9775.0 8.0 https://pypi.org/project/sqlmap 2021-05-01 09:40:03.000 8.0 10929.0 10929.0 2.0
87 85 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 2021-06-03 09:42:53.383 2021-06-02 10:57:52.000 289.0 726.0 4222.0 2021-05-24 14:17:03.000 0.6.15 151.0 97.0 conda-forge/nuitka nuitka 193.0 7748.0 54.0 https://pypi.org/project/nuitka 2021-06-02 11:25:43.000 54.0 21895.0 26402.0 https://anaconda.org/conda-forge/nuitka 2021-06-03 09:42:53.383 279480.0 2.0
88 86 mimesis https://github.com/lk-geimfari/mimesis Mimesis is a high-performance fake data generator for Python, which provides data for a variety of purposes in a.. testing 27 True lk-geimfari/mimesis https://github.com/lk-geimfari/mimesis MIT 2016-09-09 21:41:22.000 2021-06-02 10:01:26.000 2021-04-30 07:22:02.000 274.0 280.0 3302.0 2020-12-21 11:12:37.000 4.1.3 30.0 106.0 mimesis 7.0 1958.0 84.0 https://pypi.org/project/mimesis 2020-12-21 11:12:37.000 84.0 124884.0 124886.0 2.0 157.0
89 87 coala https://github.com/coala/coala coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming.. linters 27 True coala/coala https://github.com/coala/coala AGPL-3.0 2014-05-15 11:35:34.000 2021-06-03 11:29:22.000 2021-05-16 15:13:58.000 1356.0 2371.0 3194.0 2017-05-30 10:07:57.000 0.11.1 730.0 482.0 coala-bears 846.0 4486.0 218.0 10.0 https://pypi.org/project/coala-bears 2017-11-10 21:04:50.000 208.0 2223.0 2224.0 2.0 135.0
90 88 memory-profiler https://github.com/pythonprofilers/memory_profiler Monitor Memory usage of Python code. profiling 27 True pythonprofilers/memory_profiler https://github.com/pythonprofilers/memory_profiler BSD-3-Clause 2011-10-14 11:56:14.000 2021-04-19 19:16:50.000 2021-04-19 19:16:50.000 309.0 99.0 2924.0 2018-08-16 03:16:49.000 0.54.0 52.0 87.0 memory_profiler 88.0 636.0 534.0 https://pypi.org/project/memory_profiler 2018-08-16 03:16:49.000 534.0 366890.0 366890.0 2.0
91 89 pyinstrument https://github.com/joerick/pyinstrument Call stack profiler for Python. Shows you why your code is slow!. profiling 27 True joerick/pyinstrument https://github.com/joerick/pyinstrument BSD-3-Clause 2014-03-13 17:53:13.000 2021-05-03 13:06:12.737 2021-05-03 09:03:51.000 105.0 60.0 2784.0 2021-05-03 09:06:06.000 3.4.2 29.0 27.0 conda-forge/pyinstrument pyinstrument 19.0 470.0 401.0 265.0 https://pypi.org/project/pyinstrument 2021-05-03 09:06:06.000 136.0 154299.0 155544.0 https://anaconda.org/conda-forge/pyinstrument 2021-05-03 13:06:12.737 70995.0 2.0
92 90 pudb https://github.com/inducer/pudb Full-screen console debugger for Python. debugging 27 True inducer/pudb https://github.com/inducer/pudb MIT 2011-05-13 23:44:30.000 2021-05-26 22:57:23.000 2021-05-26 22:57:22.000 181.0 132.0 2118.0 2017-09-02 18:52:28.000 2017.1.4 69.0 76.0 conda-forge/pudb pudb 139.0 3784.0 2358.0 https://pypi.org/project/pudb 2021-05-08 20:11:53.000 1426.0 526008.0 527714.0 https://anaconda.org/conda-forge/pudb 2020-04-15 19:25:06.154 100696.0 2.0
93 91 vulture https://github.com/jendrikseipp/vulture Find dead Python code. refactoring 27 True jendrikseipp/vulture https://github.com/jendrikseipp/vulture MIT 2016-08-11 15:39:58.647 2021-05-20 11:30:32.000 2021-04-29 20:36:37.000 80.0 132.0 1745.0 2021-01-16 17:51:40.000 2.3 42.0 28.0 conda-forge/vulture vulture 13.0 679.0 1296.0 936.0 https://pypi.org/project/vulture 2021-01-16 17:49:50.000 360.0 144142.0 144895.0 https://anaconda.org/conda-forge/vulture 2020-08-11 23:14:02.062 43721.0 2.0
94 92 Diamond https://github.com/python-diamond/Diamond Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of.. profiling 27 False python-diamond/Diamond https://github.com/python-diamond/Diamond MIT 2013-10-11 23:32:13.000 2021-04-29 21:15:40.000 2018-03-15 16:54:31.000 592.0 129.0 1617.0 2016-11-25 22:13:29.000 4.0.515 36.0 342.0 diamond 226.0 3219.0 91.0 60.0 https://pypi.org/project/diamond 2016-11-25 22:13:29.000 31.0 32915.0 32915.0 2.0
95 93 flit https://github.com/takluyver/flit Simplified packaging of Python modules. build-tools 27 True takluyver/flit https://github.com/takluyver/flit BSD-3-Clause 2015-03-13 21:22:27.000 2021-05-29 23:33:57.000 2021-04-02 14:17:07.000 71.0 161.0 1425.0 2021-03-01 15:37:10.000 3.1.0 39.0 42.0 conda-forge/flit flit 83.0 895.0 226.0 https://pypi.org/project/flit 2021-03-01 15:37:10.000 226.0 97090.0 98677.0 https://anaconda.org/conda-forge/flit 2021-03-22 11:34:50.479 82560.0 3.0
96 94 doit https://github.com/pydoit/doit task management & automation tool. build-tools 27 True pydoit/doit https://github.com/pydoit/doit MIT 2014-02-14 22:21:23.000 2021-05-17 18:10:20.000 2021-05-14 03:29:39.000 124.0 191.0 1024.0 2020-09-04 06:38:01.000 0.33.1 43.0 56.0 conda-forge/doit doit 65.0 1366.0 1172.0 706.0 https://pypi.org/project/doit 2020-09-04 06:38:01.000 466.0 220200.0 221517.0 https://anaconda.org/conda-forge/doit 2020-10-11 16:47:23.103 55355.0 3.0
97 95 pytest-benchmark https://github.com/ionelmc/pytest-benchmark py.test fixture for benchmarking code. testing 27 True ionelmc/pytest-benchmark https://github.com/ionelmc/pytest-benchmark BSD-2-Clause 2014-10-10 10:55:33.000 2021-05-28 12:05:24.000 2021-04-17 19:47:14.000 83.0 77.0 765.0 2021-04-17 19:47:26.000 3.4.1 41.0 32.0 ['pytest'] conda-forge/pytest-benchmark pytest-benchmark 75.0 984.0 2542.0 1812.0 https://pypi.org/project/pytest-benchmark 2021-04-17 19:47:26.000 730.0 316485.0 325612.0 https://anaconda.org/conda-forge/pytest-benchmark 2021-04-18 21:19:04.860 575031.0 2.0
98 96 pytest-sugar https://github.com/Teemu/pytest-sugar a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail.. testing 27 True Teemu/pytest-sugar https://github.com/Teemu/pytest-sugar BSD-3-Clause 2013-06-25 21:09:27.000 2020-10-24 19:01:48.000 2020-10-24 18:04:51.000 51.0 68.0 710.0 2020-07-06 18:40:33.000 0.9.4 25.0 36.0 ['pytest'] conda-forge/pytest-sugar pytest-sugar 35.0 344.0 11936.0 7356.0 https://pypi.org/project/pytest-sugar 2020-07-06 18:40:33.000 4580.0 490203.0 492354.0 https://anaconda.org/conda-forge/pytest-sugar 2020-09-18 13:41:24.029 98977.0 2.0
99 97 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 91.0 179.0 696.0 2020-09-09 13:36:59.000 3.53.1 94.0 38.0 conda-forge/progressbar2 progressbar2 9.0 867.0 11604.0 9408.0 https://pypi.org/project/progressbar2 2020-09-09 13:28:47.000 2196.0 1044005.0 1049064.0 https://anaconda.org/conda-forge/progressbar2 2020-09-09 14:31:33.844 281412.0 3.0 1571.0
100 98 nose2 https://github.com/nose-devs/nose2 The successor to nose, based on unittest2. testing 27 True nose-devs/nose2 https://github.com/nose-devs/nose2 BSD-3-Clause 2011-12-14 15:33:15.000 2021-03-10 16:59:07.000 2021-03-10 16:59:06.000 134.0 196.0 679.0 2021-01-27 21:57:28.000 0.10.0 26.0 71.0 conda-forge/nose2 nose2 55.0 990.0 5702.0 3764.0 https://pypi.org/project/nose2 2021-01-27 21:57:28.000 1938.0 359726.0 360566.0 https://anaconda.org/conda-forge/nose2 2020-02-02 06:02:02.004 31086.0 2.0
101 99 astor https://github.com/berkerpeksag/astor Python AST read/write. ast 27 True berkerpeksag/astor https://github.com/berkerpeksag/astor BSD-3-Clause 2012-09-19 23:02:51.000 2021-03-15 17:27:04.000 2021-03-15 17:27:04.000 81.0 72.0 582.0 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 3677296.0 3700435.0 https://anaconda.org/conda-forge/astor 2020-07-01 13:36:26.971 1156996.0 3.0
102 100 ddt https://github.com/datadriventests/ddt Data-Driven Tests for Python Unittest. testing 27 True datadriventests/ddt https://github.com/datadriventests/ddt MIT 2012-02-11 22:57:10.000 2021-03-12 20:36:06.000 2021-03-12 20:34:54.000 96.0 30.0 385.0 2021-03-12 20:36:06.000 1.4.2 26.0 34.0 conda-forge/ddt ddt 17.0 211.0 6041.0 3557.0 https://pypi.org/project/ddt 2020-05-15 02:43:35.000 2484.0 278550.0 279709.0 https://anaconda.org/conda-forge/ddt 2020-05-15 03:17:11.932 59156.0 2.0
103 101 pep8-naming https://github.com/PyCQA/pep8-naming Naming Convention checker for Python. linters 27 False PyCQA/pep8-naming https://github.com/PyCQA/pep8-naming Saxpath 2013-02-09 18:32:52.000 2021-05-01 15:45:56.000 2021-05-01 15:45:56.000 49.0 65.0 300.0 2020-06-16 23:48:52.000 0.11.1 21.0 27.0 conda-forge/pep8-naming pep8-naming 13.0 224.0 9500.0 6472.0 https://pypi.org/project/pep8-naming 2020-06-16 23:48:52.000 3028.0 975941.0 978880.0 https://anaconda.org/conda-forge/pep8-naming 2020-07-01 03:49:33.929 188102.0 2.0
104 102 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 2021-06-02 21:16:20.000 2021-06-02 21:16:20.000 2040.0 1233.0 23588.0 2021-05-23 17:03:23.000 2.0.0 42.0 325.0 pyenv 125.0 2591.0 1.0 https://pypi.org/project/pyenv 2019-01-12 14:49:22.000 1.0 6864.0 6864.0 2.0
105 103 pex https://github.com/pantsbuild/pex A library and tool for generating .pex (Python EXecutable) files. packaging 26 True pantsbuild/pex https://github.com/pantsbuild/pex Apache-2.0 2014-07-21 17:06:12.000 2021-06-03 01:59:41.000 2021-06-03 01:59:41.000 195.0 554.0 1888.0 2021-04-29 23:00:08.000 2.1.42 131.0 99.0 pex 133.0 230.0 https://pypi.org/project/pex 2021-04-29 23:00:51.000 230.0 128847.0 134465.0 2.0 309007.0
106 104 prospector https://github.com/PyCQA/prospector Inspects Python source files and provides information about type and location of classes, methods etc. code-metrics 26 True PyCQA/prospector https://github.com/PyCQA/prospector GPL-2.0 2013-08-05 07:26:30.000 2021-05-24 17:20:46.000 2020-10-21 22:30:57.000 123.0 211.0 1426.0 2020-10-21 22:32:26.000 1.3.1 91.0 67.0 conda-forge/prospector prospector 51.0 1051.0 3392.0 2254.0 https://pypi.org/project/prospector 2020-10-21 22:31:43.000 1138.0 357269.0 357685.0 https://anaconda.org/conda-forge/prospector 2020-11-18 00:26:14.628 24142.0 2.0
107 105 pybuilder https://github.com/pybuilder/pybuilder Software build automation tool for Python. build-tools 26 True pybuilder/pybuilder https://github.com/pybuilder/pybuilder Apache-2.0 2012-07-23 11:38:06.000 2021-05-10 09:29:30.000 2020-10-18 16:56:10.000 234.0 389.0 1300.0 2020-10-06 16:13:40.000 0.12.10 617.0 35.0 pybuilder 87.0 1284.0 110.0 https://pypi.org/project/pybuilder 2021-05-07 22:11:38.000 110.0 19016.0 19016.0 3.0
108 106 pdbpp https://github.com/pdbpp/pdbpp pdb++, a drop-in replacement for pdb (the Python debugger). debugging 26 True pdbpp/pdbpp https://github.com/pdbpp/pdbpp BSD-3-Clause 2017-06-11 13:42:16.000 2021-05-12 20:31:02.000 2021-04-30 20:58:34.000 42.0 108.0 743.0 2019-10-04 12:04:09.000 0.10.2 25.0 39.0 conda-forge/pdbpp pdbpp 56.0 685.0 3088.0 2060.0 https://pypi.org/project/pdbpp 2019-10-04 12:04:09.000 1028.0 335941.0 337188.0 https://anaconda.org/conda-forge/pdbpp 2019-05-07 20:32:36.208 57386.0 2.0
109 107 green https://github.com/CleanCut/green Green is a clean, colorful, fast python test runner. testing 26 True CleanCut/green https://github.com/CleanCut/green MIT 2014-04-01 20:08:18.000 2021-04-28 04:27:10.000 2021-04-28 04:25:32.000 74.0 160.0 698.0 2021-04-28 04:27:10.000 3.2.6 140.0 37.0 conda-forge/green green 5.0 1041.0 939.0 581.0 https://pypi.org/project/green 2021-04-28 04:27:10.000 358.0 16940.0 18684.0 https://anaconda.org/conda-forge/green 2020-11-12 18:09:27.157 78520.0 3.0
110 108 Yappi https://github.com/sumerc/yappi Yet Another Python Profiler, but this time thread&coroutine&greenlet aware. profiling 26 True sumerc/yappi https://github.com/sumerc/yappi MIT 2009-10-07 20:46:30.000 2021-06-01 10:46:30.000 2021-06-01 10:46:30.000 47.0 32.0 645.0 2020-11-27 15:28:40.000 1.3.2 17.0 24.0 conda-forge/yappi yappi 14.0 643.0 1053.0 413.0 https://pypi.org/project/yappi 2020-11-27 15:28:40.000 640.0 131872.0 133503.0 https://anaconda.org/conda-forge/yappi 2020-11-28 16:22:51.992 78328.0 3.0
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 49.0 416.0 2018-04-29 22:06:15.000 9.3.1 62.0 16.0 coloredlogs 23.0 271.0 9928.0 7832.0 https://pypi.org/project/coloredlogs 2020-12-10 13:10:51.000 2096.0 1587123.0 1587123.0 3.0
112 110 autoflake https://github.com/myint/autoflake Removes unused imports and unused variables as reported by pyflakes. refactoring 26 True myint/autoflake https://github.com/myint/autoflake MIT 2012-12-27 03:40:17.000 2021-05-26 15:10:21.374 2020-12-27 17:36:40.000 44.0 33.0 389.0 2019-08-04 15:14:24.000 1.3.1 36.0 17.0 conda-forge/autoflake autoflake 33.0 439.0 2806.0 2226.0 https://pypi.org/project/autoflake 2019-08-04 15:14:24.000 580.0 901214.0 905680.0 https://anaconda.org/conda-forge/autoflake 2021-05-26 15:10:21.374 116140.0 2.0
113 111 sphinx-autodoc-typehints https://github.com/agronholm/sphinx-autodoc-typehints Type hints support for the Sphinx autodoc extension. documentation 26 True agronholm/sphinx-autodoc-typehints https://github.com/agronholm/sphinx-autodoc-typehints MIT 2015-09-21 20:41:41.000 2021-05-20 18:56:40.000 2021-04-15 00:19:06.000 65.0 70.0 341.0 2020-10-12 20:37:53.000 1.11.1 28.0 29.0 ['sphinx'] conda-forge/sphinx-autodoc-typehints sphinx-autodoc-typehints 44.0 174.0 1380.0 https://pypi.org/project/sphinx-autodoc-typehints 2020-10-12 20:37:53.000 1380.0 300055.0 304178.0 https://anaconda.org/conda-forge/sphinx-autodoc-typehints 2021-04-15 04:06:00.666 177297.0 2.0
114 112 darglint https://github.com/terrencepreilly/darglint A python documentation linter which checks that the docstring description matches the definition. linters 26 True terrencepreilly/darglint https://github.com/terrencepreilly/darglint MIT 2017-09-25 14:11:21.000 2021-06-01 22:35:18.000 2021-04-04 23:02:21.000 25.0 91.0 312.0 2021-02-22 05:24:56.000 1.7.0 47.0 21.0 conda-forge/darglint darglint 37.0 495.0 453.0 433.0 https://pypi.org/project/darglint 2021-02-22 05:24:56.000 20.0 176566.0 177163.0 https://anaconda.org/conda-forge/darglint 2021-04-05 00:44:14.308 12547.0 2.0
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 22.0 21.0 108.0 2020-08-07 21:45:21.000 0.4.0 16.0 10.0 conda-forge/gast gast 4.0 80.0 60506.0 57118.0 https://pypi.org/project/gast 2020-08-07 21:45:21.000 3388.0 8340164.0 8370006.0 https://anaconda.org/conda-forge/gast 2020-08-07 22:36:47.303 1104154.0 3.0
116 114 gdbgui https://github.com/cs01/gdbgui Browser-based frontend to gdb (gnu debugger). Add breakpoints, view the stack, visualize data structures, and more in.. debugging 25 True cs01/gdbgui https://github.com/cs01/gdbgui GPL-3.0 2016-10-27 03:19:25.000 2021-06-01 09:37:14.000 2021-06-01 09:37:14.000 473.0 159.0 7984.0 2021-05-20 07:34:40.000 0.13.2.2 91.0 35.0 gdbgui 114.0 421.0 91.0 89.0 https://pypi.org/project/gdbgui 2021-05-20 07:33:03.000 2.0 84957.0 85296.0 3.0 3739.0
117 115 pyright https://github.com/microsoft/pyright Static type checker for Python. linters 25 True Microsoft/pyright https://github.com/microsoft/pyright MIT 2019-03-12 03:38:46.000 2021-06-03 04:26:20.000 2021-06-03 04:26:14.000 332.0 1587.0 6779.0 2021-06-02 20:03:59.000 1.1.146 230.0 55.0 12.0 85.0 81.0 81357.0 2.0 -3.0 pyright https://www.npmjs.com/package/pyright 2021-06-02 19:59:01.972 4.0 81357.0
118 116 mamba https://github.com/mamba-org/mamba The Fast Cross-Platform Package Manager. dependency-managers 25 True mamba-org/mamba https://github.com/mamba-org/mamba BSD-3-Clause 2019-03-05 13:05:10.000 2021-06-03 12:56:49.000 2021-06-03 12:56:49.000 90.0 314.0 1642.0 71.0 50.0 conda-forge/mamba 139.0 1296.0 319.0 319.0 31729.0 https://anaconda.org/conda-forge/mamba 2021-05-12 22:31:43.620 856698.0 3.0
119 117 pyarmor https://github.com/dashingsoft/pyarmor A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts. security 25 False dashingsoft/pyarmor https://github.com/dashingsoft/pyarmor SGI-B-2.0 2017-08-26 04:11:53.000 2021-05-29 02:36:25.000 2021-05-29 02:36:18.000 133.0 494.0 963.0 2021-05-20 01:00:52.000 6.7.1 221.0 14.0 pyarmor 9.0 3099.0 216.0 206.0 https://pypi.org/project/pyarmor 2021-05-20 00:58:12.000 10.0 59898.0 59898.0 3.0 18.0
120 118 pytest-bdd https://github.com/pytest-dev/pytest-bdd BDD library for the py.test runner. testing 25 True pytest-dev/pytest-bdd https://github.com/pytest-dev/pytest-bdd MIT 2013-03-29 07:27:43.000 2021-05-27 11:43:32.000 2021-04-29 11:51:53.000 131.0 128.0 824.0 2020-12-07 12:41:15.000 4.0.2 89.0 40.0 ['pytest'] conda-forge/pytest-bdd pytest-bdd 102.0 658.0 268.0 https://pypi.org/project/pytest-bdd 2020-12-07 12:41:15.000 268.0 184751.0 185877.0 https://anaconda.org/conda-forge/pytest-bdd 2020-02-03 16:53:59.114 28166.0 3.0
121 119 pylama https://github.com/klen/pylama Code audit tool for python. linters 25 False klen/pylama https://github.com/klen/pylama LGPL-3.0 2012-08-17 10:10:10.000 2021-04-25 06:43:44.000 2019-04-10 18:20:19.000 77.0 53.0 780.0 2019-04-10 18:20:47.000 7.7.1 99.0 41.0 pylama 72.0 689.0 3409.0 2405.0 https://pypi.org/project/pylama 2019-04-10 18:20:47.000 1004.0 88174.0 88174.0 2.0
122 120 pympler https://github.com/pympler/pympler Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application. profiling 25 True pympler/pympler https://github.com/pympler/pympler Apache-2.0 2012-10-04 23:35:16.000 2021-05-25 14:39:54.000 2020-10-15 19:16:49.000 67.0 46.0 774.0 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 356456.0 359713.0 https://anaconda.org/conda-forge/pympler 2020-10-14 22:08:39.935 166142.0 3.0
123 121 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 2021-06-02 13:06:26.000 2021-06-02 13:06:26.000 57.0 115.0 644.0 2021-04-01 18:09:22.000 2.12.0 40.0 18.0 conda-forge/typeguard typeguard 35.0 236.0 158.0 https://pypi.org/project/typeguard 2021-04-01 18:09:22.000 158.0 3136942.0 3138341.0 https://anaconda.org/conda-forge/typeguard 2021-04-01 19:27:48.947 40588.0 3.0
124 122 sphinx-bootstrap-theme https://github.com/ryan-roemer/sphinx-bootstrap-theme Sphinx Bootstrap Theme. documentation 25 False ryan-roemer/sphinx-bootstrap-theme https://github.com/ryan-roemer/sphinx-bootstrap-theme MIT 2011-12-07 14:53:00.000 2021-01-13 12:56:13.000 2019-09-25 19:17:09.000 203.0 78.0 575.0 2019-03-29 17:57:28.000 0.7.1 56.0 37.0 ['sphinx'] sphinx-bootstrap-theme 57.0 393.0 2997.0 2021.0 https://pypi.org/project/sphinx-bootstrap-theme 2019-03-29 17:57:28.000 976.0 42517.0 42517.0 2.0
125 123 setuptools_scm https://github.com/pypa/setuptools_scm the blessed package to manage your versions by scm tags. build-tools 25 True pypa/setuptools_scm https://github.com/pypa/setuptools_scm MIT 2015-07-01 17:57:56.000 2021-06-01 18:40:56.000 2021-06-01 18:40:56.000 135.0 261.0 462.0 2020-12-13 22:17:40.000 5.0.1 47.0 84.0 conda-forge/setuptools_scm setuptools_scm 71.0 694.0 https://pypi.org/project/setuptools_scm 2018-08-09 06:35:57.000 694.0 12685341.0 12695755.0 https://anaconda.org/conda-forge/setuptools_scm 2021-03-17 16:05:30.451 656112.0 3.0
126 124 paver https://github.com/paver/paver Python-based project scripting. build-tools 25 True paver/paver https://github.com/paver/paver BSD-3-Clause 2010-11-11 09:43:52.000 2021-04-30 11:53:47.000 2021-04-30 11:53:35.000 77.0 92.0 441.0 2017-12-31 01:13:41.000 1.3.4 28.0 44.0 conda-forge/paver paver 37.0 533.0 1908.0 https://pypi.org/project/paver 2017-12-31 01:13:41.000 1908.0 37425.0 37820.0 https://anaconda.org/conda-forge/paver 2018-07-24 12:48:36.122 21776.0 3.0
127 125 sphinx-autobuild https://github.com/executablebooks/sphinx-autobuild Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a livereload enabled.. documentation 25 True executablebooks/sphinx-autobuild https://github.com/executablebooks/sphinx-autobuild MIT 2013-12-25 17:09:56.000 2021-05-12 13:27:08.000 2021-03-14 13:43:08.000 48.0 44.0 330.0 2021-03-14 13:46:47.000 2021.3.14 15.0 17.0 ['sphinx'] conda-forge/sphinx-autobuild sphinx-autobuild 12.0 4682.0 https://pypi.org/project/sphinx-autobuild 2021-03-14 13:46:47.000 4682.0 163145.0 164280.0 https://anaconda.org/conda-forge/sphinx-autobuild 2021-03-14 17:15:24.297 56760.0 2.0
128 126 check-manifest https://github.com/mgedmin/check-manifest Tool to check the completeness of MANIFEST.in for Python packages. linters 25 True mgedmin/check-manifest https://github.com/mgedmin/check-manifest MIT 2013-03-05 15:27:20.000 2021-04-22 19:51:35.000 2021-04-22 19:51:21.000 30.0 71.0 229.0 40.0 19.0 conda-forge/check-manifest check-manifest 15.0 520.0 6994.0 5190.0 https://pypi.org/project/check-manifest 2021-01-04 14:37:14.000 1804.0 187582.0 188502.0 https://anaconda.org/conda-forge/check-manifest 2021-01-04 16:36:49.618 27606.0 2.0
129 127 pytest-mypy https://github.com/dbader/pytest-mypy Mypy static type checker plugin for Pytest. testing 25 True dbader/pytest-mypy https://github.com/dbader/pytest-mypy MIT 2016-09-29 14:39:23.000 2021-03-21 15:51:09.000 2021-03-21 15:48:31.000 31.0 34.0 188.0 2021-03-21 15:51:09.000 0.8.1 17.0 15.0 ['pytest'] conda-forge/pytest-mypy pytest-mypy 9.0 216.0 1332.0 1066.0 https://pypi.org/project/pytest-mypy 2021-03-21 15:51:09.000 266.0 265407.0 266000.0 https://anaconda.org/conda-forge/pytest-mypy 2020-11-24 14:50:18.057 9492.0 3.0
130 128 flake8-quotes https://github.com/zheller/flake8-quotes Flake8 extension for checking quotes in python. linters 25 False zheller/flake8-quotes https://github.com/zheller/flake8-quotes MIT 2014-03-10 00:05:08.000 2020-06-06 07:55:44.000 2020-05-12 23:46:18.000 33.0 39.0 128.0 2020-05-12 23:46:28.000 3.2.0 37.0 28.0 ['flake8'] conda-forge/flake8-quotes flake8-quotes 3.0 99.0 4545.0 3141.0 https://pypi.org/project/flake8-quotes 2020-05-12 23:46:28.000 1404.0 634092.0 643961.0 https://anaconda.org/conda-forge/flake8-quotes 2020-05-13 00:39:59.431 562589.0 2.0
131 129 Scalene https://github.com/plasma-umass/scalene Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python. profiling 24 True emeryberger/scalene https://github.com/plasma-umass/scalene Apache-2.0 2019-12-17 20:56:28.000 2021-06-03 14:35:26.000 2021-06-03 14:35:22.000 141.0 92.0 4009.0 2021-05-14 13:56:43.000 1.3.4 105.0 19.0 scalene 13.0 1552.0 43.0 43.0 https://pypi.org/project/scalene 2021-05-15 18:35:59.000 0.0 4396.0 4396.0 3.0 plasma-umass/scalene
132 130 pipx https://github.com/pypa/pipx Install and Run Python Applications in Isolated Environments. dependency-managers 24 True pipxproject/pipx https://github.com/pypa/pipx MIT 2018-10-06 18:47:46.000 2021-06-01 00:38:04.000 2021-05-30 03:51:15.000 163.0 323.0 3704.0 2021-05-28 23:22:14.000 0.16.3 45.0 56.0 pipx 67.0 463.0 4.0 https://pypi.org/project/pipx 2021-05-28 23:22:14.000 4.0 54195.0 54195.0 3.0 pypa/pipx
133 131 alive-progress https://github.com/rsalmei/alive-progress A new kind of Progress Bar, with real time throughput, eta and very cool animations!. logging 24 True rsalmei/alive-progress https://github.com/rsalmei/alive-progress MIT 2019-08-05 05:54:30.000 2021-05-28 00:26:03.000 2021-01-08 01:36:09.000 95.0 48.0 2432.0 2021-01-08 01:37:28.000 1.6.2 19.0 1.0 conda-forge/alive-progress alive-progress 22.0 246.0 309.0 309.0 https://pypi.org/project/alive-progress 2021-01-08 01:37:28.000 0.0 13751.0 14217.0 https://anaconda.org/conda-forge/alive-progress 2021-01-08 03:33:35.990 7466.0 3.0
134 132 pytest-testinfra https://github.com/pytest-dev/pytest-testinfra Testinfra test your infrastructures. testing 24 True pytest-dev/pytest-testinfra https://github.com/pytest-dev/pytest-testinfra Apache-2.0 2015-03-15 20:49:52.000 2021-06-02 20:33:37.000 2021-06-01 10:12:21.000 272.0 196.0 1904.0 2021-04-18 09:46:10.000 6.3.0 4.0 103.0 ['pytest'] pytest-testinfra 111.0 662.0 0.0 https://pypi.org/project/pytest-testinfra 2021-03-18 20:54:27.000 0.0 96384.0 96384.0 3.0
135 133 notifiers https://github.com/liiight/notifiers The easy way to send notifications. logging 24 True liiight/notifiers https://github.com/liiight/notifiers MIT 2017-06-01 10:20:18.000 2021-05-31 16:41:01.000 2020-12-30 22:21:45.000 72.0 53.0 1871.0 2019-10-05 13:00:41.000 1.2.1 26.0 14.0 notifiers 38.0 377.0 140.0 134.0 https://pypi.org/project/notifiers 2019-10-05 13:00:41.000 6.0 290349.0 290349.0 3.0
136 134 dephell https://github.com/dephell/dephell Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build.. dependency-managers 24 True dephell/dephell https://github.com/dephell/dephell MIT 2018-08-31 17:39:18.000 2021-01-11 21:31:40.000 2021-01-11 21:31:39.000 98.0 161.0 1714.0 2020-04-28 06:31:17.000 .0.8.3 30.0 37.0 dephell 100.0 2145.0 208.0 200.0 https://pypi.org/project/dephell 2020-04-28 06:29:24.000 8.0 19460.0 19465.0 3.0 128.0
137 135 uiautomator https://github.com/xiaocong/uiautomator Python wrapper of Android uiautomator test tool. testing 24 True xiaocong/uiautomator https://github.com/xiaocong/uiautomator MIT 2013-08-18 03:38:50.000 2020-12-29 05:34:09.000 2020-11-16 01:36:32.000 589.0 115.0 1681.0 2020-11-16 03:43:07.000 1.0.2 41.0 13.0 uiautomator 171.0 316.0 309.0 187.0 https://pypi.org/project/uiautomator 2020-11-16 03:43:07.000 122.0 9772.0 9772.0 3.0
138 136 asv https://github.com/airspeed-velocity/asv Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. testing 24 True airspeed-velocity/asv https://github.com/airspeed-velocity/asv BSD-3-Clause 2013-11-07 20:43:31.000 2021-03-25 19:51:14.000 2021-03-25 19:51:14.000 129.0 300.0 593.0 2020-05-16 12:35:26.000 0.4.2 16.0 53.0 conda-forge/asv asv 111.0 1889.0 248.0 160.0 https://pypi.org/project/asv 2020-05-16 12:33:41.000 88.0 13602.0 22148.0 https://anaconda.org/conda-forge/asv 2021-02-16 18:17:19.627 452970.0 3.0
139 137 pytest-watch https://github.com/joeyespo/pytest-watch Local continuous test runner with pytest and watchdog. testing 24 False joeyespo/pytest-watch https://github.com/joeyespo/pytest-watch MIT 2015-01-12 02:08:20.000 2021-01-29 17:57:16.000 2019-06-15 20:36:43.000 48.0 41.0 567.0 2018-05-20 19:52:16.000 4.2.0 17.0 16.0 ['pytest'] conda-forge/pytest-watch pytest-watch 39.0 183.0 2940.0 2158.0 https://pypi.org/project/pytest-watch 2018-05-20 19:52:16.000 782.0 221375.0 222404.0 https://anaconda.org/conda-forge/pytest-watch 2021-01-18 20:02:36.906 42202.0 3.0
140 138 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 2021-06-01 10:15:58.000 2021-06-01 10:15:58.000 90.0 176.0 551.0 2021-01-01 01:16:23.000 2020.12.31 18.0 57.0 ['pytest'] conda-forge/nox nox 50.0 609.0 553.0 https://pypi.org/project/nox 2021-01-01 01:16:23.000 56.0 315243.0 316135.0 https://anaconda.org/conda-forge/nox 2021-01-06 20:13:32.270 28571.0 3.0
141 139 PyHamcrest https://github.com/hamcrest/PyHamcrest Hamcrest matchers for Python. testing 24 True hamcrest/PyHamcrest https://github.com/hamcrest/PyHamcrest BSD-3-Clause 2010-12-24 02:55:56.000 2021-03-12 17:18:45.000 2021-03-08 10:35:21.000 81.0 48.0 547.0 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 964056.0 969917.0 https://anaconda.org/conda-forge/pyhamcrest 2020-03-02 15:36:14.195 357578.0 3.0
142 140 pytest-testmon https://github.com/tarpas/pytest-testmon Selects tests affected by changed files. Continous test runner when used with pytest-watch. testing 24 True tarpas/pytest-testmon https://github.com/tarpas/pytest-testmon AGPL-3.0 2015-02-02 14:21:10.000 2021-04-30 14:52:41.000 2021-04-30 14:52:24.000 28.0 82.0 480.0 2021-04-28 12:52:09.000 1.1.1 35.0 16.0 ['pytest'] conda-forge/pytest-testmon pytest-testmon 28.0 280.0 399.0 301.0 https://pypi.org/project/pytest-testmon 2021-04-28 12:47:25.000 98.0 83067.0 83817.0 https://anaconda.org/conda-forge/pytest-testmon 2019-08-03 00:17:17.063 30008.0 3.0
143 141 Mamba Test Runner https://github.com/nestorsalceda/mamba The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD). testing 24 True nestorsalceda/mamba https://github.com/nestorsalceda/mamba MIT 2013-03-12 18:53:42.000 2021-06-01 21:27:30.000 2020-11-16 12:31:58.000 64.0 52.0 465.0 2020-11-16 12:36:24.000 0.11.2 21.0 22.0 mamba 45.0 468.0 220.0 https://pypi.org/project/mamba 2020-11-16 12:35:41.000 220.0 19463.0 19463.0 3.0
144 142 pytest-randomly https://github.com/pytest-dev/pytest-randomly Pytest plugin to randomly order tests and control random.seed. testing 24 True pytest-dev/pytest-randomly https://github.com/pytest-dev/pytest-randomly MIT 2016-04-08 15:48:10.000 2021-06-01 07:54:49.000 2021-06-01 07:54:48.000 22.0 35.0 320.0 2021-05-10 11:00:33.000 3.8.0 23.0 15.0 pytest-randomly 7.0 214.0 https://pypi.org/project/pytest-randomly 2021-05-10 11:00:33.000 214.0 576297.0 576297.0 3.0
145 143 flake8-import-order https://github.com/PyCQA/flake8-import-order Flake8 plugin that checks import order against various Python Style Guides. linters 24 True PyCQA/flake8-import-order https://github.com/PyCQA/flake8-import-order LGPL-3.0 2014-03-16 12:46:09.000 2021-03-12 04:22:24.000 2020-08-04 12:21:12.000 61.0 85.0 239.0 2019-03-04 08:39:11.000 0.18.1 34.0 40.0 ['flake8'] conda-forge/flake8-import-order flake8-import-order 11.0 274.0 1892.0 https://pypi.org/project/flake8-import-order 2019-03-04 08:39:11.000 1892.0 398209.0 401658.0 https://anaconda.org/conda-forge/flake8-import-order 2019-03-06 03:48:48.199 189735.0 3.0
146 144 py2exe https://github.com/py2exe/py2exe A distutils extension to create standalone Windows programs from Python code. packaging 24 True py2exe/py2exe https://github.com/py2exe/py2exe MIT 2019-03-11 13:16:35.000 2021-05-20 20:15:33.000 2021-04-24 12:57:17.000 34.0 68.0 235.0 2021-04-24 13:10:04.000 0.10.4.0 10.0 14.0 py2exe 5.0 965.0 1492.0 1146.0 https://pypi.org/project/py2exe 2021-04-24 13:15:25.000 346.0 26914.0 27261.0 2.0 9370.0
147 145 docformatter https://github.com/myint/docformatter Formats docstrings to follow PEP 257. formatters 24 True myint/docformatter https://github.com/myint/docformatter MIT 2012-05-26 21:40:48.000 2021-05-27 20:08:06.000 2020-12-27 18:10:35.000 31.0 22.0 212.0 2019-11-10 16:23:03.000 1.3.1 48.0 15.0 docformatter 27.0 441.0 715.0 605.0 https://pypi.org/project/docformatter 2020-12-27 18:11:12.000 110.0 66125.0 66125.0 3.0
148 146 py2app https://github.com/ronaldoussoren/py2app py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins.. packaging 24 True ronaldoussoren/py2app https://github.com/ronaldoussoren/py2app MIT 2020-01-14 11:27:41.000 2021-05-14 20:21:54.000 2021-04-06 08:23:10.000 8.0 196.0 128.0 2021-04-06 08:27:25.000 0.24 39.0 24.0 py2app 149.0 598.0 5323.0 3681.0 https://pypi.org/project/py2app 2021-04-06 08:25:30.000 1642.0 13432.0 13432.0 2.0
149 147 asteval https://github.com/newville/asteval minimalistic evaluator of python expression using ast module. ast 24 True newville/asteval https://github.com/newville/asteval MIT 2012-03-31 22:10:33.000 2021-05-19 04:10:46.000 2021-05-19 04:10:36.000 28.0 42.0 121.0 2021-02-26 19:45:01.000 0.9.23 23.0 17.0 conda-forge/asteval asteval 5.0 393.0 795.0 557.0 https://pypi.org/project/asteval 2021-02-26 19:45:01.000 238.0 128096.0 130349.0 https://anaconda.org/conda-forge/asteval 2021-02-27 14:24:12.922 126182.0 3.0
150 148 flake8-isort https://github.com/gforcada/flake8-isort flake8 plugin that integrates isort. linters 24 True gforcada/flake8-isort https://github.com/gforcada/flake8-isort GPL-2.0 2015-09-12 19:25:34.000 2021-04-21 08:08:03.000 2020-08-11 08:04:26.000 35.0 37.0 110.0 2020-08-11 08:04:21.000 4.0.0 31.0 28.0 ['flake8'] conda-forge/flake8-isort flake8-isort 9.0 257.0 3769.0 2841.0 https://pypi.org/project/flake8-isort 2020-08-11 08:04:21.000 928.0 430101.0 430680.0 https://anaconda.org/conda-forge/flake8-isort 2020-08-11 09:43:27.627 11598.0 3.0
151 149 xdoctest https://github.com/Erotemic/xdoctest A rewrite of Python's builtin doctest module (with pytest plugin integration) but without all the weirdness. testing 24 True Erotemic/xdoctest https://github.com/Erotemic/xdoctest Apache-2.0 2017-09-24 01:59:02.000 2021-05-27 01:54:16.000 2021-02-19 04:28:57.000 5.0 16.0 95.0 2021-01-29 16:18:48.000 0.15.4 56.0 5.0 xdoctest 16.0 585.0 1070.0 1018.0 https://pypi.org/project/xdoctest 2021-01-29 16:18:48.000 52.0 78449.0 78449.0 3.0 conda-forge/xdoctest
152 150 Bpytop https://github.com/aristocratos/bpytop Linux/OSX/FreeBSD resource monitor. profiling 23 True aristocratos/bpytop https://github.com/aristocratos/bpytop Apache-2.0 2020-07-01 17:41:25.000 2021-06-03 01:06:40.000 2021-05-30 19:17:37.000 258.0 201.0 6602.0 2021-05-30 19:17:41.000 1.0.66 51.0 28.0 bpytop 38.0 388.0 0.0 https://pypi.org/project/bpytop 2021-05-30 19:17:41.000 0.0 10750.0 10750.0 3.0
153 151 better-exceptions https://github.com/Qix-/better-exceptions Pretty and useful exceptions in Python, automatically. logging 23 True Qix-/better-exceptions https://github.com/Qix-/better-exceptions MIT 2017-03-12 11:23:04.000 2021-01-29 16:48:55.000 2021-01-29 16:48:11.000 195.0 41.0 3933.0 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 33097.0 33097.0 3.0
154 152 rebound https://github.com/shobrook/rebound Command-line tool that instantly fetches Stack Overflow results when an exception is thrown. logging 23 True shobrook/rebound https://github.com/shobrook/rebound MIT 2017-05-29 17:11:25.872 2021-04-22 04:53:12.032 2021-01-04 03:14:37.000 330.0 38.0 3560.0 2021-04-21 01:48:52.000 3.17.0 165.0 16.0 conda-forge/rebound rebound 20.0 166.0 33.0 19.0 https://pypi.org/project/rebound 2021-04-21 01:48:52.000 14.0 1442.0 4006.0 https://anaconda.org/conda-forge/rebound 2021-04-22 04:53:12.032 125461.0 3.0 168.0
155 153 MonkeyType https://github.com/Instagram/MonkeyType A system for Python that generates static type annotations by collecting runtime types. refactoring 23 True Instagram/MonkeyType https://github.com/Instagram/MonkeyType BSD-3-Clause 2017-07-11 00:19:00.000 2021-06-02 17:09:41.000 2021-06-02 17:09:32.000 126.0 105.0 3379.0 2021-05-21 22:24:36.000 21.5.0 21.0 36.0 conda-forge/monkeytype monkeytype 37.0 155.0 121.0 https://pypi.org/project/monkeytype 2021-05-21 22:24:36.000 34.0 42798.0 43582.0 https://anaconda.org/conda-forge/monkeytype 2021-05-22 12:13:35.937 32162.0 2.0
156 154 pyupgrade https://github.com/asottile/pyupgrade A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language. refactoring 23 True asottile/pyupgrade https://github.com/asottile/pyupgrade MIT 2017-02-28 17:50:31.000 2021-06-01 06:13:53.102 2021-06-01 02:12:16.000 65.0 171.0 990.0 2021-06-01 02:12:33.000 2.19.1 98.0 18.0 conda-forge/pyupgrade pyupgrade 15.0 681.0 10.0 https://pypi.org/project/pyupgrade 2021-06-01 02:12:33.000 10.0 151876.0 159244.0 https://anaconda.org/conda-forge/pyupgrade 2021-06-01 06:13:53.102 213683.0 2.0
157 155 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 2021-06-02 22:36:34.000 2021-06-02 22:07:06.000 107.0 161.0 921.0 2021-06-02 22:36:34.000 7.1.0 65.0 30.0 pdoc 4.0 608.0 320.0 https://pypi.org/project/pdoc 2021-06-02 22:36:34.000 288.0 51578.0 51578.0 3.0
158 156 redbaron https://github.com/PyCQA/redbaron Bottom-up approach to refactoring in python. refactoring 23 False pycqa/redbaron https://github.com/PyCQA/redbaron LGPL-3.0+ 2014-03-23 05:34:39.000 2020-12-13 18:51:56.000 2019-08-11 17:42:44.000 66.0 46.0 578.0 2019-03-17 19:03:54.000 0.9.2 15.0 34.0 redbaron 59.0 1669.0 465.0 293.0 https://pypi.org/project/redbaron 2019-03-17 18:59:01.000 172.0 34860.0 34860.0 2.0
159 157 mypy-protobuf https://github.com/dropbox/mypy-protobuf open source tools to generate mypy stubs from protobufs. linters 23 True dropbox/mypy-protobuf https://github.com/dropbox/mypy-protobuf Apache-2.0 2017-12-11 21:55:05.000 2021-03-31 05:13:31.000 2021-02-25 22:40:31.000 53.0 59.0 353.0 29.0 27.0 mypy-protobuf 12.0 252.0 248.0 224.0 https://pypi.org/project/mypy-protobuf 2021-02-04 23:42:23.000 24.0 375986.0 375986.0 3.0 -2.0
160 158 flake8-comprehensions https://github.com/adamchainz/flake8-comprehensions A flake8 plugin to help you write better list/set/dict comprehensions. linters 23 True adamchainz/flake8-comprehensions https://github.com/adamchainz/flake8-comprehensions MIT 2016-04-05 12:15:56.000 2021-06-01 07:54:46.000 2021-06-01 07:54:46.000 13.0 30.0 275.0 2021-05-10 12:24:46.000 3.5.0 27.0 10.0 ['flake8'] conda-forge/flake8-comprehensions flake8-comprehensions 7.0 714.0 https://pypi.org/project/flake8-comprehensions 2021-05-10 12:24:46.000 714.0 551738.0 557947.0 https://anaconda.org/conda-forge/flake8-comprehensions 2021-05-10 17:44:18.389 341522.0 3.0
161 159 interrogate https://github.com/econchick/interrogate Explain yourself! Interrogate a codebase for docstring coverage. documentation 23 True econchick/interrogate https://github.com/econchick/interrogate MIT 2020-04-24 02:33:25.000 2021-06-02 17:58:16.000 2021-06-02 17:58:14.000 20.0 19.0 261.0 2020-11-03 22:11:18.000 1.3.2 13.0 9.0 interrogate 11.0 149.0 598.0 598.0 https://pypi.org/project/interrogate 2021-05-15 00:17:44.000 0.0 66890.0 66890.0 3.0
162 160 xenon https://github.com/rubik/xenon Monitoring tool based on radon. code-metrics 23 True rubik/xenon https://github.com/rubik/xenon MIT 2014-02-14 14:19:20.000 2021-05-26 07:12:42.000 2021-05-26 07:12:14.000 14.0 24.0 186.0 2021-05-26 07:12:42.000 0.7.3 19.0 7.0 conda-forge/xenon xenon 6.0 104.0 332.0 208.0 https://pypi.org/project/xenon 2021-05-26 07:12:42.000 124.0 60850.0 61109.0 https://anaconda.org/conda-forge/xenon 2019-10-12 20:39:43.883 11434.0 3.0 3.0
163 161 data-science-types https://github.com/predictive-analytics-lab/data-science-types Mypy stubs, i.e., type information, for numpy, pandas and matplotlib. linters 23 True predictive-analytics-lab/data-science-types https://github.com/predictive-analytics-lab/data-science-types Apache-2.0 2019-09-20 11:45:49.000 2021-02-16 17:29:01.000 2021-02-16 17:29:00.000 58.0 23.0 184.0 2021-02-16 16:47:31.000 0.2.23 26.0 44.0 data-science-types 39.0 446.0 81.0 81.0 https://pypi.org/project/data-science-types 2021-02-16 16:45:03.000 0.0 14394.0 14394.0 3.0 3.0
164 162 icecream https://github.com/gruns/icecream Never use print() to debug again. debugging 22 True gruns/icecream https://github.com/gruns/icecream MIT 2018-02-13 18:56:12.000 2021-05-17 12:17:42.000 2021-05-13 11:10:52.000 92.0 48.0 4801.0 2021-04-16 18:37:56.000 2.1.0 14.0 13.0 icecream 18.0 206.0 6.0 https://pypi.org/project/icecream 2021-01-27 01:30:01.000 6.0 57803.0 57803.0 3.0
165 163 vprof https://github.com/nvdv/vprof Visual profiler for Python. profiling 22 True nvdv/vprof https://github.com/nvdv/vprof BSD-2-Clause 2015-06-29 03:59:39.000 2021-02-20 07:50:28.000 2021-02-20 07:47:40.000 165.0 56.0 3743.0 2018-06-24 14:16:36.000 0.37.6 24.0 17.0 vprof 23.0 619.0 91.0 73.0 https://pypi.org/project/vprof 2020-02-29 13:31:59.000 18.0 2214.0 2214.0 3.0
166 164 pyt https://github.com/python-security/pyt A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications. security 22 False python-security/pyt https://github.com/python-security/pyt GPL-2.0 2016-10-26 15:34:48.000 2020-12-25 03:47:37.000 2020-03-08 21:43:06.000 224.0 75.0 2044.0 2018-11-01 16:02:57.000 0.42 15.0 22.0 python-taint 20.0 1576.0 67.0 45.0 https://pypi.org/project/python-taint 2018-11-01 16:02:04.000 22.0 2479.0 2480.0 3.0 60.0
167 165 sixpack https://github.com/sixpack/sixpack Sixpack is a language-agnostic a/b-testing framework. testing 22 True sixpack/sixpack https://github.com/sixpack/sixpack BSD-2-Clause 2012-11-15 00:01:06.000 2021-05-17 05:55:37.000 2020-08-26 00:32:16.000 185.0 125.0 1691.0 2017-11-22 14:27:35.000 2.7.0 37.0 56.0 sixpack 88.0 828.0 12.0 8.0 https://pypi.org/project/sixpack 2017-11-22 14:27:35.000 4.0 297.0 297.0 3.0
168 166 Bowler https://github.com/facebookincubator/Bowler Safe code refactoring for modern Python. refactoring 22 True facebookincubator/Bowler https://github.com/facebookincubator/Bowler MIT 2018-06-07 21:44:17.000 2021-03-01 11:41:45.000 2021-02-21 23:09:11.000 85.0 34.0 1294.0 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 47162.0 47473.0 https://anaconda.org/conda-forge/bowler 2019-06-12 18:37:14.246 9649.0 3.0
169 167 stackprinter https://github.com/cknd/stackprinter Debugging-friendly exceptions for Python. logging 22 True cknd/stackprinter https://github.com/cknd/stackprinter MIT 2018-09-05 10:58:47.000 2021-03-18 20:44:50.000 2021-01-01 18:48:26.000 31.0 13.0 1133.0 2020-10-31 13:10:42.000 0.2.5 14.0 6.0 stackprinter 9.0 159.0 59.0 55.0 https://pypi.org/project/stackprinter 2020-10-31 13:06:59.000 4.0 40735.0 40735.0 3.0 -2.0
170 168 pycco https://github.com/pycco-docs/pycco Literate-style documentation generator. documentation 22 False pycco-docs/pycco https://github.com/pycco-docs/pycco MIT 2010-06-29 07:02:31.000 2021-03-29 17:53:40.000 2019-12-20 19:59:49.000 132.0 28.0 746.0 2018-07-25 01:42:48.000 0.6.0 11.0 36.0 pycco 27.0 222.0 444.0 220.0 https://pypi.org/project/pycco 2018-07-25 01:42:48.000 224.0 3032.0 3032.0 3.0
171 169 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 2021-06-02 07:03:24.000 2021-06-02 07:03:21.000 156.0 593.0 717.0 2021-04-14 09:46:22.000 6.6 18.0 90.0 conda-forge/cx_freeze cx_freeze 59.0 153.0 https://pypi.org/project/cx_freeze 2017-12-16 18:09:35.000 153.0 34990.0 37501.0 https://anaconda.org/conda-forge/cx_freeze 2021-04-17 10:45:33.022 72844.0 3.0
172 170 pynsist https://github.com/takluyver/pynsist Build Windows installers for Python applications. packaging 22 True takluyver/pynsist https://github.com/takluyver/pynsist MIT 2014-03-30 19:11:21.000 2021-05-05 02:30:09.000 2021-03-28 16:12:50.000 101.0 128.0 705.0 2020-07-03 08:11:24.000 2.5.1 21.0 27.0 pynsist 25.0 541.0 88.0 https://pypi.org/project/pynsist 2021-03-28 16:28:58.000 88.0 1880.0 1880.0 3.0
173 171 python-hunter https://github.com/ionelmc/python-hunter Hunter is a flexible code tracing toolkit. debugging 22 True ionelmc/python-hunter https://github.com/ionelmc/python-hunter BSD-2-Clause 2015-03-16 18:03:16.000 2021-05-16 05:51:45.000 2021-05-16 05:47:30.000 31.0 46.0 619.0 2021-05-08 17:00:59.000 3.3.3 43.0 8.0 hunter 37.0 940.0 94.0 60.0 https://pypi.org/project/hunter 2021-05-04 15:03:38.000 34.0 6364.0 6364.0 3.0
174 172 snoop https://github.com/alexmojaki/snoop A powerful set of Python debugging tools, based on PySnooper. debugging 22 True alexmojaki/snoop https://github.com/alexmojaki/snoop MIT 2019-05-13 18:45:35.000 2021-05-11 18:59:06.000 2021-03-26 18:40:56.000 19.0 16.0 575.0 2021-03-26 18:41:23.000 0.3.0 10.0 20.0 snoop 13.0 390.0 56.0 48.0 https://pypi.org/project/snoop 2021-03-26 18:41:23.000 8.0 54997.0 54997.0 3.0
175 173 python-manhole https://github.com/ionelmc/python-manhole Debugging manhole for python applications. debugging 22 True ionelmc/python-manhole https://github.com/ionelmc/python-manhole BSD-2-Clause 2013-06-26 21:49:34.000 2021-04-08 20:15:04.000 2021-04-08 17:55:02.000 15.0 15.0 309.0 2021-04-08 20:14:54.000 1.8.0 22.0 10.0 manhole 5.0 484.0 135.0 69.0 https://pypi.org/project/manhole 2021-04-08 20:14:54.000 66.0 10084.0 10084.0 3.0
176 174 baron https://github.com/PyCQA/baron IDE allow you to refactor code, Baron allows you to write refactoring code. refactoring 22 False PyCQA/baron https://github.com/PyCQA/baron LGPL-3.0 2013-03-21 12:19:00.000 2021-01-31 10:24:10.000 2020-02-10 02:47:14.000 50.0 29.0 258.0 2019-02-25 23:55:38.000 0.8 19.0 31.0 baron 46.0 1489.0 269.0 157.0 https://pypi.org/project/baron 2019-02-01 15:17:04.000 112.0 35220.0 35220.0 3.0
177 175 flake8-eradicate https://github.com/wemake-services/flake8-eradicate Flake8 plugin to find commented out or dead code. linters 22 True wemake-services/flake8-eradicate https://github.com/wemake-services/flake8-eradicate MIT 2018-09-21 06:58:51.000 2021-06-02 02:33:37.000 2021-06-02 02:33:36.000 7.0 24.0 190.0 2020-10-12 08:27:22.000 1.0.0 10.0 9.0 ['flake8'] flake8-eradicate 2.0 310.0 72.0 https://pypi.org/project/flake8-eradicate 2020-10-12 08:26:40.000 72.0 211869.0 211869.0 3.0
178 176 releases https://github.com/bitprophet/releases A powerful Sphinx changelog-generating extension. documentation 22 False bitprophet/releases https://github.com/bitprophet/releases BSD-2-Clause 2013-09-16 03:56:37.000 2020-01-30 01:07:19.000 2020-01-26 03:27:03.000 38.0 42.0 157.0 2020-01-11 00:29:49.000 1.6.3 32.0 10.0 ['sphinx'] releases 30.0 520.0 1055.0 349.0 https://pypi.org/project/releases 2020-01-11 00:29:49.000 706.0 6065.0 6065.0 3.0
179 177 flake8-commas https://github.com/PyCQA/flake8-commas Flake8 extension for enforcing trailing commas in python. linters 22 False PyCQA/flake8-commas https://github.com/PyCQA/flake8-commas MIT 2015-12-16 09:25:13.000 2021-02-14 21:22:27.000 2019-06-17 12:14:38.000 19.0 25.0 123.0 2018-03-19 16:49:31.000 2.0.0 19.0 9.0 ['flake8'] flake8-commas 5.0 165.0 2087.0 1537.0 https://pypi.org/project/flake8-commas 2018-03-19 16:49:31.000 550.0 278365.0 278365.0 3.0
180 178 flake8-builtins https://github.com/gforcada/flake8-builtins Check for python builtins being used as variables or parameters. linters 22 True gforcada/flake8-builtins https://github.com/gforcada/flake8-builtins GPL-2.0 2016-03-02 00:26:51.000 2021-04-21 08:08:02.000 2021-04-14 06:13:26.000 16.0 31.0 65.0 2020-05-14 10:45:01.000 1.5.3 23.0 14.0 ['flake8'] conda-forge/flake8-builtins flake8-builtins 2.0 211.0 2523.0 2011.0 https://pypi.org/project/flake8-builtins 2020-05-14 10:45:01.000 512.0 344316.0 346410.0 https://anaconda.org/conda-forge/flake8-builtins 2020-05-18 15:22:26.836 115222.0 3.0
181 179 memory_profiler https://github.com/fabianp/memory_profiler Monitor Memory usage of Python code. profiling 22 False fabianp/memory_profiler https://github.com/fabianp/memory_profiler BSD-3-Clause 2016-05-26 17:45:08.632 2020-10-20 18:00:58.207 2018-06-28 13:35:12.000 12.0 62.0 2018-08-16 03:16:49.000 0.54.0 52.0 61.0 conda-forge/memory_profiler memory_profiler 500.0 534.0 https://pypi.org/project/memory_profiler 2018-08-16 03:16:49.000 534.0 366890.0 368859.0 https://anaconda.org/conda-forge/memory_profiler 2020-10-20 18:00:58.207 120167.0 3.0
182 180 pyannotate https://github.com/dropbox/pyannotate Auto-generate PEP-484 annotations. refactoring 21 True dropbox/pyannotate https://github.com/dropbox/pyannotate Apache-2.0 2017-11-13 20:18:08.000 2021-04-10 20:11:31.000 2021-03-19 18:13:03.000 45.0 33.0 1208.0 2019-09-16 15:37:03.000 1.2.0 9.0 16.0 pyannotate 25.0 94.0 85.0 59.0 https://pypi.org/project/pyannotate 2019-09-16 15:37:03.000 26.0 4036.0 4036.0 3.0
183 181 shiv https://github.com/linkedin/shiv shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all.. packaging 21 True linkedin/shiv https://github.com/linkedin/shiv BSD-2-Clause 2018-03-13 18:46:23.000 2021-04-30 16:36:46.000 2021-04-30 16:36:23.000 69.0 57.0 1196.0 2021-04-27 16:06:42.000 0.5.1 56.0 32.0 shiv 27.0 10.0 https://pypi.org/project/shiv 2021-04-30 16:25:28.000 10.0 7388.0 7393.0 3.0 135.0
184 182 assertpy https://github.com/ActivisionGameScience/assertpy Simple assertion library for unit testing in python with a fluent API. testing 21 False ActivisionGameScience/assertpy https://github.com/ActivisionGameScience/assertpy BSD-3-Clause 2017-11-21 01:38:07.332 2020-07-19 15:23:26.710 2019-10-30 17:50:10.000 47.0 248.0 13.0 10.0 conda-forge/assertpy assertpy 279.0 124.0 https://pypi.org/project/assertpy 2020-07-19 14:39:02.000 124.0 142965.0 143224.0 https://anaconda.org/conda-forge/assertpy 2020-07-19 15:23:26.710 11154.0 3.0
185 183 pytest-lazy-fixture https://github.com/TvoroG/pytest-lazy-fixture It helps to use fixtures in pytest.mark.parametrize. testing 21 False tvorog/pytest-lazy-fixture https://github.com/TvoroG/pytest-lazy-fixture MIT 2016-09-29 23:52:48.000 2020-02-01 18:49:47.818 2020-02-01 17:56:35.000 11.0 19.0 190.0 2020-02-01 18:04:00.000 0.6.3 12.0 7.0 ['pytest'] conda-forge/pytest-lazy-fixture pytest-lazy-fixture 13.0 92.0 371.0 309.0 https://pypi.org/project/pytest-lazy-fixture 2020-02-01 18:04:00.000 62.0 146602.0 151626.0 https://anaconda.org/conda-forge/pytest-lazy-fixture 2020-02-01 18:49:47.818 251220.0 3.0
186 184 add-trailing-comma https://github.com/asottile/add-trailing-comma A tool (and pre-commit hook) to automatically add trailing commas to calls and literals. refactoring 21 True asottile/add-trailing-comma https://github.com/asottile/add-trailing-comma MIT 2017-07-10 00:55:50.000 2021-05-31 17:58:57.000 2021-05-31 17:58:56.000 13.0 34.0 181.0 2021-01-24 18:14:07.000 2.1.0 30.0 9.0 add-trailing-comma 1.0 242.0 14.0 https://pypi.org/project/add-trailing-comma 2021-01-24 18:14:07.000 14.0 9580.0 9580.0 3.0
187 185 dodgy https://github.com/landscapeio/dodgy Looks at Python code to search for things which look dodgy such as passwords or diffs. security 21 True landscapeio/dodgy https://github.com/landscapeio/dodgy MIT 2013-12-25 12:22:20.000 2021-03-21 11:36:52.000 2021-03-21 11:36:52.000 18.0 3.0 89.0 2019-12-31 16:44:58.000 0.2.1 10.0 14.0 conda-forge/dodgy dodgy 8.0 70.0 1852.0 1328.0 https://pypi.org/project/dodgy 2019-12-31 16:44:58.000 524.0 145171.0 145577.0 https://anaconda.org/conda-forge/dodgy 2020-06-10 17:10:06.579 23599.0 3.0
188 186 flake8-black https://github.com/peterjc/flake8-black flake8 plugin to run black for checking Python coding style. linters 21 True peterjc/flake8-black https://github.com/peterjc/flake8-black MIT 2019-01-10 14:40:26.000 2021-04-15 22:34:04.000 2021-04-15 22:33:29.000 7.0 14.0 88.0 2020-07-25 16:07:56.000 0.2.1 9.0 4.0 ['flake8'] conda-forge/flake8-black flake8-black 4.0 86.0 781.0 745.0 https://pypi.org/project/flake8-black 2020-07-25 16:07:56.000 36.0 195102.0 199400.0 https://anaconda.org/conda-forge/flake8-black 2020-07-25 16:32:38.063 103158.0 3.0
189 187 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 38.0 33.0 https://pypi.org/project/profiling 2017-06-28 06:10:16.000 5.0 3540.0 3540.0 3.0
190 188 pyrasite https://github.com/lmacken/pyrasite Inject code into running Python processes. debugging 20 False lmacken/pyrasite https://github.com/lmacken/pyrasite GPL-3.0 2011-09-10 06:01:20.000 2020-12-24 21:02:34.000 2017-03-13 17:42:17.000 188.0 14.0 2539.0 13.0 20.0 pyrasite 39.0 274.0 37.0 31.0 https://pypi.org/project/pyrasite 2012-05-09 19:11:33.000 6.0 9741.0 9741.0 3.0
191 189 PrettyErrors https://github.com/onelivesleft/PrettyErrors Prettify Python exception output to make it legible. logging 20 True onelivesleft/PrettyErrors https://github.com/onelivesleft/PrettyErrors MIT 2018-11-15 16:02:27.000 2021-05-23 15:14:59.000 2021-05-23 15:14:39.000 65.0 29.0 2087.0 2021-05-23 15:14:59.000 1.2.21 44.0 4.0 pretty_errors 123.0 0.0 https://pypi.org/project/pretty_errors 2021-05-23 15:14:59.000 0.0 18691.0 18691.0 3.0
192 190 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 2021-06-02 11:06:44.000 2021-06-02 11:06:40.000 45.0 21.0 1452.0 2020-12-02 20:41:20.000 20.12.2 3.0 22.0 xar 8.0 61.0 14.0 14.0 https://pypi.org/project/xar 2020-12-02 20:41:20.000 168.0 168.0 3.0
193 191 mkdocstrings https://github.com/mkdocstrings/mkdocstrings Automatic documentation from sources, for MkDocs. documentation 20 True pawamoy/mkdocstrings https://github.com/mkdocstrings/mkdocstrings ISC 2019-12-09 18:09:09.000 2021-05-27 17:57:52.000 2021-05-27 17:57:51.000 42.0 133.0 377.0 2021-05-16 15:56:37.000 0.15.1 36.0 19.0 ['mkdocs'] mkdocstrings 41.0 427.0 0.0 https://pypi.org/project/mkdocstrings 2021-05-16 15:56:37.000 0.0 47827.0 47827.0 3.0 mkdocstrings/mkdocstrings
194 192 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 20 True Instagram/Fixit https://github.com/Instagram/Fixit MIT 2020-02-20 19:09:01.000 2021-06-02 20:45:01.000 2021-06-02 20:45:01.000 37.0 24.0 242.0 2020-12-11 01:56:10.000 0.1.3 5.0 25.0 fixit 34.0 156.0 6.0 6.0 https://pypi.org/project/fixit 2020-12-11 01:53:21.000 0.0 1445.0 1445.0 3.0
195 193 blacken-docs https://github.com/asottile/blacken-docs Run `black` on python code blocks in documentation files. documentation 20 True asottile/blacken-docs https://github.com/asottile/blacken-docs MIT 2018-06-03 02:48:01.000 2021-05-31 18:21:21.000 2021-05-31 18:21:21.000 17.0 26.0 213.0 2021-03-02 02:05:09.000 1.10.0 19.0 12.0 conda-forge/blacken-docs blacken-docs 2.0 162.0 22.0 https://pypi.org/project/blacken-docs 2021-03-02 02:05:09.000 22.0 5327.0 6822.0 https://anaconda.org/conda-forge/blacken-docs 2021-03-02 04:02:19.005 16449.0 3.0
196 194 pytest-docker https://github.com/avast/pytest-docker Docker-based integration tests. testing 20 True avast/pytest-docker https://github.com/avast/pytest-docker MIT 2017-03-07 04:51:13.000 2021-05-20 10:31:47.000 2020-09-22 09:13:51.000 37.0 13.0 208.0 2020-09-22 09:28:03.000 0.10.1 13.0 9.0 ['pytest'] pytest-docker 16.0 56.0 28.0 https://pypi.org/project/pytest-docker 2020-09-22 09:28:03.000 28.0 22959.0 22962.0 3.0 66.0
197 195 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 2021-03-20 00:00:48.000 2020-07-23 01:35:13.000 29.0 43.0 186.0 2020-07-23 01:35:39.000 0.5.8 22.0 9.0 ['mkdocs'] mkdocs-pdf-export-plugin 36.0 68.0 131.0 127.0 https://pypi.org/project/mkdocs-pdf-export-plugin 2020-07-23 01:35:04.000 4.0 13273.0 13273.0 3.0
198 196 mkdocs-awesome-pages-plugin https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin An MkDocs plugin that simplifies configuring page titles and their order. documentation 20 True lukasgeiter/mkdocs-awesome-pages-plugin https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin MIT 2018-02-06 21:09:24.000 2021-04-20 17:08:31.000 2020-12-22 01:43:41.000 17.0 32.0 153.0 2020-12-22 02:04:30.000 2.5.0 16.0 2.0 ['mkdocs'] mkdocs-awesome-pages-plugin 6.0 53.0 450.0 360.0 https://pypi.org/project/mkdocs-awesome-pages-plugin 2020-12-22 01:59:58.000 90.0 33639.0 33639.0 3.0
199 197 pytest-datadir https://github.com/gabrielcnr/pytest-datadir pytest plugin for manipulating test data directories and files. testing 20 False gabrielcnr/pytest-datadir https://github.com/gabrielcnr/pytest-datadir MIT 2015-07-02 21:41:44.000 2020-11-22 23:34:25.000 2019-10-22 13:19:39.000 17.0 11.0 140.0 2019-10-22 13:04:22.000 1.3.1 9.0 7.0 ['pytest'] conda-forge/pytest-datadir pytest-datadir 3.0 71.0 416.0 338.0 https://pypi.org/project/pytest-datadir 2019-10-22 13:04:22.000 78.0 94585.0 95948.0 https://anaconda.org/conda-forge/pytest-datadir 2019-10-23 16:32:51.374 76348.0 3.0
200 198 flake8-mypy https://github.com/ambv/flake8-mypy A plugin for flake8 integrating Mypy. linters 20 True ambv/flake8-mypy https://github.com/ambv/flake8-mypy MIT 2017-02-26 02:27:33.000 2020-06-19 16:51:36.000 2020-06-19 16:51:00.000 15.0 3.0 103.0 2017-08-31 23:17:01.000 17.8.0 6.0 8.0 ['flake8'] flake8-mypy 19.0 50.0 888.0 690.0 https://pypi.org/project/flake8-mypy 2017-08-31 23:17:01.000 198.0 34337.0 34337.0 3.0
201 199 pylint-flask https://github.com/jschaf/pylint-flask A Pylint plugin to analyze Flask applications. linters 20 True jschaf/pylint-flask https://github.com/jschaf/pylint-flask GPL-2.0 2015-06-27 20:11:12.000 2021-03-10 19:35:23.000 2021-03-10 19:35:23.000 9.0 5.0 57.0 5.0 7.0 ['pylint'] conda-forge/pylint-flask pylint-flask 4.0 40.0 5730.0 5024.0 https://pypi.org/project/pylint-flask 2019-01-30 19:26:02.000 706.0 172950.0 173789.0 https://anaconda.org/conda-forge/pylint-flask 2019-02-02 18:28:49.934 48710.0 3.0
202 200 unify https://github.com/myint/unify Modifies strings to all use the same quote where possible. refactoring 20 False myint/unify https://github.com/myint/unify MIT 2013-03-24 18:02:19.000 2021-04-21 16:21:07.000 2019-08-07 13:44:00.000 12.0 3.0 54.0 2013-06-22 15:34:37.000 0.1.5 10.0 5.0 unify 7.0 69.0 293.0 239.0 https://pypi.org/project/unify 2019-08-07 13:46:09.000 54.0 47093.0 47093.0 3.0
203 201 Birdseye https://github.com/alexmojaki/birdseye Graphical Python debugger which lets you easily view the values of all evaluated expressions. debugging 19 True alexmojaki/birdseye https://github.com/alexmojaki/birdseye MIT 2017-07-22 18:49:20.000 2021-05-03 18:43:10.000 2021-03-26 14:30:21.000 70.0 31.0 1398.0 2020-08-25 21:49:38.000 0.8.4 35.0 9.0 birdseye 17.0 397.0 0.0 https://pypi.org/project/birdseye 2020-08-25 21:49:38.000 0.0 1496.0 1496.0 3.0
204 202 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 2021-05-30 15:58:59.000 2021-05-30 15:58:57.000 28.0 46.0 767.0 2021-05-29 15:37:17.000 0.3.0 24.0 22.0 pyflow 42.0 300.0 0.0 https://pypi.org/project/pyflow 2021-05-29 15:37:17.000 0.0 176.0 317.0 3.0 3106.0 2.0
205 203 dlint https://github.com/dlint-py/dlint Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure. security 19 True dlint-py/dlint https://github.com/dlint-py/dlint BSD-3-Clause 2020-01-08 15:53:36.000 2020-12-08 17:21:33.000 2020-12-08 17:21:32.000 13.0 12.0 315.0 2020-10-30 20:40:39.000 0.11.0 13.0 7.0 dlint 20.0 201.0 18.0 https://pypi.org/project/dlint 2020-10-30 20:40:39.000 18.0 27414.0 27414.0 3.0
206 204 constructor https://github.com/conda/constructor tool for creating installers from conda packages. packaging 19 True conda/constructor https://github.com/conda/constructor BSD-3-Clause 2016-02-12 06:52:50.000 2021-05-24 15:52:40.000 2021-05-24 15:52:40.000 125.0 194.0 310.0 2021-04-03 16:53:20.000 3.2.1 37.0 46.0 constructor 41.0 948.0 9.0 9.0 71.0 https://anaconda.org/anaconda/constructor 2021-04-01 17:48:58.348 3991.0 3.0 219.0
207 205 flakehell https://github.com/life4/flakehell Flake8 wrapper to make it nice, legacy-friendly, configurable. linters 19 True life4/flakehell https://github.com/life4/flakehell MIT 2019-08-06 11:37:21.000 2021-01-11 21:35:41.000 2021-01-11 21:35:40.000 33.0 221.0 2021-01-11 18:40:32.000 0.9.0 28.0 15.0 ['flake8'] flakehell 4.0 368.0 0.0 https://pypi.org/project/flakehell 2021-01-11 18:40:32.000 0.0 37826.0 37828.0 3.0 50.0
208 206 nitpick https://github.com/andreoliwa/nitpick Enforce the same settings on multiple projects. linters 19 True andreoliwa/nitpick https://github.com/andreoliwa/nitpick MIT 2018-03-23 14:25:24.000 2021-06-01 04:04:14.000 2021-06-01 04:04:13.000 9.0 53.0 154.0 2021-03-16 21:47:14.000 0.26.0 42.0 10.0 ['flake8'] nitpick 31.0 486.0 0.0 https://pypi.org/project/nitpick 2021-03-16 21:47:11.000 0.0 10488.0 10488.0 3.0 3.0
209 207 pynt https://github.com/rags/pynt A pynt of Python build. build-tools 19 False rags/pynt https://github.com/rags/pynt MIT 2012-11-17 13:12:49.000 2020-04-13 11:49:33.000 2019-10-04 19:05:46.000 18.0 13.0 151.0 2018-06-24 06:23:48.000 0.8.2 7.0 9.0 pynt 5.0 128.0 124.0 70.0 https://pypi.org/project/pynt 2018-06-24 06:23:48.000 54.0 9645.0 9645.0 3.0
210 208 eradicate https://github.com/myint/eradicate Removes commented-out code from Python files. refactoring 19 False myint/eradicate https://github.com/myint/eradicate Saxpath 2012-12-23 04:39:48.000 2020-10-06 12:45:07.000 2020-10-01 09:23:01.000 19.0 13.0 114.0 2020-10-01 09:33:03.000 2.0.0 16.0 7.0 eradicate 6.0 164.0 156.0 https://pypi.org/project/eradicate 2020-10-01 09:33:03.000 156.0 230457.0 230457.0 3.0
211 209 sphinx-markdown-builder https://github.com/clayrisser/sphinx-markdown-builder sphinx builder that outputs markdown files. documentation 19 True codejamninja/sphinx-markdown-builder https://github.com/clayrisser/sphinx-markdown-builder MIT 2018-11-11 00:07:58.000 2020-10-07 04:18:38.000 2020-10-07 04:18:32.000 28.0 16.0 102.0 2019-12-23 17:05:52.000 0.5.4 22.0 16.0 ['sphinx'] sphinx-markdown-builder 18.0 99.0 182.0 140.0 https://pypi.org/project/sphinx-markdown-builder 2019-12-23 17:05:52.000 42.0 15264.0 15264.0 3.0 clayrisser/sphinx-markdown-builder
212 210 flake8-bandit https://github.com/tylerwince/flake8-bandit Automated security testing using bandit and flake8. linters 19 True tylerwince/flake8-bandit https://github.com/tylerwince/flake8-bandit MIT 2017-10-28 23:19:09.000 2020-12-29 20:50:06.000 2020-08-29 05:51:08.000 15.0 8.0 61.0 2019-10-08 03:58:31.000 2.1.2 11.0 5.0 ['flake8'] flake8-bandit 3.0 44.0 156.0 https://pypi.org/project/flake8-bandit 2019-10-08 03:58:31.000 156.0 210073.0 210073.0 3.0
213 211 mkdocs-with-pdf https://github.com/orzih/mkdocs-with-pdf Generate a single PDF file from MkDocs repository. documentation 19 True orzih/mkdocs-with-pdf https://github.com/orzih/mkdocs-with-pdf MIT 2020-02-23 16:34:46.000 2021-05-30 01:54:44.000 2021-05-30 01:54:35.000 9.0 29.0 59.0 2021-01-11 02:43:17.000 0.8.3 24.0 5.0 ['mkdocs'] mkdocs-with-pdf 13.0 172.0 24.0 24.0 https://pypi.org/project/mkdocs-with-pdf 2021-01-11 02:26:16.000 3530.0 3530.0 3.0
214 212 mkdocs-git-revision-date-plugin https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin MkDocs plugin for setting revision date from git per markdown file. documentation 19 False zhaoterryy/mkdocs-git-revision-date-plugin https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin MIT 2018-12-03 04:29:33.000 2020-10-16 02:02:54.000 2020-10-16 01:58:36.000 5.0 9.0 34.0 2020-10-16 02:02:42.000 0.3.1 8.0 6.0 ['mkdocs'] mkdocs-git-revision-date-plugin 2.0 24.0 228.0 210.0 https://pypi.org/project/mkdocs-git-revision-date-plugin 2020-10-16 02:02:18.000 18.0 9274.0 9274.0 3.0
215 213 pyenv-virtualenv https://github.com/pyenv/pyenv-virtualenv a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). virtual-envs 18 True pyenv/pyenv-virtualenv https://github.com/pyenv/pyenv-virtualenv MIT 2013-02-18 12:59:17.000 2021-05-25 21:49:59.000 2021-05-09 17:56:31.000 290.0 173.0 4312.0 2019-02-14 00:27:42.000 1.1.5 7.0 43.0 125.0 466.0 3.0
216 214 wily https://github.com/tonybaloney/wily A Python application for tracking, reporting on timing and complexity in Python code. code-metrics 18 True tonybaloney/wily https://github.com/tonybaloney/wily Apache-2.0 2018-10-11 22:12:25.000 2021-03-02 01:26:07.000 2021-03-02 01:26:07.000 43.0 48.0 751.0 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 6503.0 6503.0 3.0
217 215 portray https://github.com/timothycrosley/portray Your Project with Great Documentation. documentation 18 True timothycrosley/portray https://github.com/timothycrosley/portray MIT 2019-08-21 05:14:04.000 2021-05-21 06:18:28.000 2021-05-21 06:18:26.000 56.0 28.0 740.0 2021-04-02 03:59:23.000 1.6.0 27.0 15.0 portray 20.0 8.0 https://pypi.org/project/portray 2021-04-02 03:59:23.000 8.0 7196.0 7196.0 3.0
218 216 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 28.0 8.0 493.0 2018-12-06 03:59:34.000 0.0.6 6.0 4.0 py-heat 3.0 51.0 33.0 28.0 https://pypi.org/project/py-heat 2018-12-06 03:59:34.000 5.0 1110.0 1110.0 3.0
219 217 vex https://github.com/sashahart/vex Run a command in the named virtualenv. virtual-envs 18 False sashahart/vex https://github.com/sashahart/vex MIT 2014-05-09 03:20:02.000 2021-01-19 19:03:16.000 2019-05-10 19:18:48.000 23.0 38.0 369.0 2019-05-10 19:21:38.000 0.0.19 18.0 3.0 vex 2.0 200.0 37.0 21.0 https://pypi.org/project/vex 2019-05-10 19:21:38.000 16.0 743.0 743.0 3.0
220 218 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 2021-05-31 19:17:54.000 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 23.0 23.0 3.0
221 219 unimport https://github.com/hakancelik96/unimport A linter, formatter for finding and removing unused import statements. refactoring 18 True hakancelik96/unimport https://github.com/hakancelik96/unimport MIT 2019-09-08 09:49:24.000 2021-05-31 17:03:24.000 2021-05-08 15:59:40.000 15.0 62.0 105.0 2021-05-08 16:03:41.000 0.8.3 29.0 11.0 unimport 9.0 384.0 5.0 5.0 https://pypi.org/project/unimport 2021-03-10 16:31:53.000 3888.0 3888.0 3.0
222 220 pyformat https://github.com/myint/pyformat Formats Python code to follow a consistent style. formatters 18 False myint/pyformat https://github.com/myint/pyformat Saxpath 2013-03-24 21:45:30.000 2019-12-07 19:55:59.000 2019-05-24 17:17:56.000 5.0 3.0 82.0 2014-09-07 13:57:37.000 0.5.7 23.0 3.0 pyformat 3.0 199.0 101.0 79.0 https://pypi.org/project/pyformat 2017-01-04 02:31:11.000 22.0 10781.0 10781.0 3.0
223 221 mkdocs-versioning https://github.com/zayd62/mkdocs-versioning A tool that allows for versioning sites built with mkdocs. documentation 18 False zayd62/mkdocs-versioning https://github.com/zayd62/mkdocs-versioning MIT 2019-07-20 18:09:56.000 2021-06-02 01:17:28.000 2021-02-11 10:22:58.000 8.0 22.0 40.0 2021-02-11 10:24:35.000 0.4.0 6.0 5.0 ['mkdocs'] mkdocs-versioning 3.0 132.0 18.0 18.0 https://pypi.org/project/mkdocs-versioning 2021-02-11 10:24:35.000 2197.0 2197.0 3.0
224 222 fake2db https://github.com/emirozer/fake2db create custom test databases that are populated with fake data. testing 17 False emirozer/fake2db https://github.com/emirozer/fake2db GPL-2.0 2014-02-18 19:14:28.000 2019-11-25 09:19:01.000 2019-11-25 09:19:00.000 109.0 15.0 2066.0 2019-03-09 13:53:12.000 1.0.0 20.0 18.0 fake2db 6.0 242.0 14.0 13.0 https://pypi.org/project/fake2db 2018-02-09 15:43:23.000 1.0 105.0 105.0 3.0
225 223 pycycle https://github.com/bndr/pycycle Tool for pinpointing circular imports in Python. Find cyclic imports in any project. linters 17 False bndr/pycycle https://github.com/bndr/pycycle MIT 2017-01-28 17:22:00.000 2020-06-24 12:43:11.000 2017-02-13 18:07:04.000 12.0 1.0 285.0 2017-02-13 18:07:58.000 0.0.8 8.0 2.0 pycycle 13.0 26.0 49.0 42.0 https://pypi.org/project/pycycle 2017-02-13 18:07:58.000 7.0 2857.0 2857.0 3.0
226 224 beartype https://github.com/beartype/beartype Unbearably fast O(1) runtime type-checking in pure Python. linters 17 True beartype/beartype https://github.com/beartype/beartype MIT 2020-04-03 06:06:22.000 2021-06-02 05:58:57.000 2021-06-01 05:45:16.000 6.0 21.0 264.0 2021-05-25 05:39:45.000 0.7.0 11.0 4.0 conda-forge/beartype beartype 3.0 0.0 https://pypi.org/project/beartype 2021-05-25 05:39:45.000 0.0 10667.0 11017.0 https://anaconda.org/conda-forge/beartype 2021-05-25 07:24:11.467 4206.0 3.0
227 225 retype https://github.com/ambv/retype Re-apply type annotations from .pyi stubs to your codebase. refactoring 17 True ambv/retype https://github.com/ambv/retype MIT 2017-03-11 07:54:58.000 2021-05-16 22:51:30.742 2021-05-15 17:24:28.000 16.0 5.0 100.0 2021-05-15 15:22:34.000 21.5.0 9.0 8.0 conda-forge/retype retype 9.0 34.0 https://pypi.org/project/retype 2021-05-15 15:22:34.000 34.0 1005.0 1328.0 https://anaconda.org/conda-forge/retype 2021-05-16 22:51:30.742 13260.0 3.0
228 226 pandas-vet https://github.com/deppen8/pandas-vet A plugin for Flake8 that checks pandas code. linters 17 True deppen8/pandas-vet https://github.com/deppen8/pandas-vet MIT 2019-02-25 05:19:51.000 2021-03-03 04:44:57.000 2021-03-03 04:44:57.000 14.0 28.0 93.0 2020-02-01 05:12:09.000 0.2.2 6.0 10.0 ['flake8'] conda-forge/pandas-vet pandas-vet 21.0 179.0 37.0 37.0 https://pypi.org/project/pandas-vet 2020-02-01 05:12:09.000 0.0 5823.0 6074.0 https://anaconda.org/conda-forge/pandas-vet 2020-02-01 05:31:32.445 6512.0 3.0 33.0
229 227 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 90.0 2020-12-23 02:19:02.000 0.69.1 15.0 6.0 massedit 3.0 178.0 10.0 https://pypi.org/project/massedit 2020-12-23 02:12:33.000 10.0 1278.0 1278.0 3.0 15.0
230 228 mkdocs-print-site-plugin https://github.com/timvink/mkdocs-print-site-plugin MkDocs Plugin allowing your visitors to *File Print Save as PDF* the entire site. documentation 17 False timvink/mkdocs-print-site-plugin https://github.com/timvink/mkdocs-print-site-plugin MIT 2020-08-15 12:02:33.000 2021-05-19 18:24:00.000 2021-05-19 18:20:17.000 4.0 46.0 18.0 2021-05-19 18:24:00.000 1.2.3 21.0 ['mkdocs'] mkdocs-print-site-plugin 5.0 141.0 24.0 24.0 https://pypi.org/project/mkdocs-print-site-plugin 2021-05-19 18:24:00.000 0.0 1837.0 1837.0 3.0
231 229 yala https://github.com/cemsbr/yala Yet Another Linter Aggregator. linters 17 False cemsbr/yala https://github.com/cemsbr/yala MIT 2017-06-02 22:45:50.000 2021-06-01 22:20:31.000 2021-04-10 04:03:47.000 4.0 11.0 11.0 2020-10-24 16:03:12.000 3.0.1 27.0 3.0 ['flake8', 'pylint'] yala 1.0 165.0 54.0 36.0 https://pypi.org/project/yala 2020-10-24 16:03:12.000 18.0 806.0 806.0 3.0
232 230 bellybutton https://github.com/hchasestevens/bellybutton Custom Python linting through AST expressions. linters 16 True hchasestevens/bellybutton https://github.com/hchasestevens/bellybutton MIT 2018-02-17 06:31:44.000 2020-11-27 21:20:22.000 2020-11-27 21:18:44.000 7.0 6.0 212.0 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 6300.0 6300.0 3.0
233 231 pep8ify https://github.com/spulec/pep8ify A library that modifies python source code to conform to pep8. refactoring 16 False spulec/pep8ify https://github.com/spulec/pep8ify Apache-2.0 2012-06-03 03:31:33.000 2019-03-08 03:06:14.000 2014-10-24 20:36:38.000 13.0 12.0 113.0 2014-10-24 20:36:57.000 0.0.13 13.0 6.0 pep8ify 6.0 154.0 53.0 34.0 https://pypi.org/project/pep8ify 2014-10-24 20:36:57.000 19.0 114.0 114.0 3.0
234 232 pytest-play https://github.com/pytest-dev/pytest-play pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files. testing 16 False pytest-dev/pytest-play https://github.com/pytest-dev/pytest-play Apache-2.0 2017-12-14 09:08:26.000 2019-08-20 15:57:27.000 2019-06-12 11:57:28.000 3.0 24.0 63.0 2019-06-12 11:59:29.000 2.3.1 23.0 3.0 ['pytest'] pytest-play 4.0 382.0 25.0 21.0 https://pypi.org/project/pytest-play 2019-06-12 11:59:29.000 4.0 458.0 458.0 3.0
235 233 lazydocs https://github.com/ml-tooling/lazydocs Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx. documentation 16 True ml-tooling/lazydocs https://github.com/ml-tooling/lazydocs MIT 2020-11-10 00:31:46.000 2021-06-02 03:32:37.000 2021-03-15 19:30:16.000 5.0 23.0 2021-03-15 19:30:05.000 0.4.6 16.0 4.0 lazydocs 1.0 22.0 22.0 https://pypi.org/project/lazydocs 2021-03-15 19:24:25.000 0.0 180.0 180.0 3.0
236 234 PyOxidizer https://github.com/indygreg/PyOxidizer A modern Python application packaging and distribution tool. packaging 15 True indygreg/PyOxidizer https://github.com/indygreg/PyOxidizer MPL-2.0 2018-12-18 23:32:13.000 2021-05-16 17:34:09.000 2021-05-16 17:27:05.000 111.0 143.0 3041.0 2021-05-09 16:48:41.000 pyoxidizer/0.16.0 8.0 34.0 199.0 16.0 3.0 275.0
237 235 pyenv-installer https://github.com/pyenv/pyenv-installer This tool is used to install `pyenv` and friends. virtual-envs 15 True pyenv/pyenv-installer https://github.com/pyenv/pyenv-installer MIT 2013-06-01 03:48:07.000 2021-05-17 23:00:48.000 2021-05-09 21:55:39.000 296.0 56.0 2696.0 31.0 6.0 134.0 3.0
238 236 dh-virtualenv https://github.com/spotify/dh-virtualenv Python virtualenvs in Debian packages. virtual-envs 15 True spotify/dh-virtualenv https://github.com/spotify/dh-virtualenv GPL-2.0 2013-10-09 19:03:43.000 2021-04-12 18:40:39.000 2021-04-12 18:40:39.000 158.0 156.0 1461.0 56.0 25.0 406.0 3.0
239 237 tbvaccine https://github.com/skorokithakis/tbvaccine A small utility to pretty-print Python tracebacks. logging 15 False skorokithakis/tbvaccine https://github.com/skorokithakis/tbvaccine MIT 2016-08-27 17:31:59.000 2020-03-01 19:24:46.000 2020-03-01 19:24:44.000 12.0 13.0 357.0 2018-12-14 18:07:29.000 0.3.1 12.0 12.0 tbvaccine 7.0 80.0 9.0 9.0 https://pypi.org/project/tbvaccine 2018-12-14 18:07:29.000 732.0 732.0 3.0
240 238 pipenv-pipes https://github.com/gtalarico/pipenv-pipes A PipEnv Environment Switcher. virtual-envs 14 False gtalarico/pipenv-pipes https://github.com/gtalarico/pipenv-pipes MIT 2018-05-02 03:56:41.000 2021-06-01 22:15:42.000 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 03:05:43.000 100.0 100.0 3.0
241 239 pip-run https://github.com/jaraco/pip-run pip-run - dynamic dependency loader for Python. dependency-managers 14 True jaraco/pip-run https://github.com/jaraco/pip-run MIT 2016-01-25 01:59:13.000 2021-03-24 23:41:55.000 2021-03-24 23:27:11.000 10.0 37.0 60.0 2021-02-21 18:35:39.000 8.4.2 20.0 9.0 pip-run 4.0 https://pypi.org/project/pip-run 2021-02-21 18:35:23.000 2405.0 2405.0 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 60.0 30.0 481.0 2019-05-14 20:14:05.000 2.0.0 5.0 14.0 31.0 93.0 3.0
243 241 pytest-plugins https://github.com/man-group/pytest-plugins A grab-bag of nifty pytest plugins. testing 13 False man-group/pytest-plugins https://github.com/man-group/pytest-plugins MIT 2015-08-14 07:52:32.000 2021-03-22 04:23:41.000 2020-04-11 14:20:38.000 58.0 51.0 376.0 46.0 38.0 747.0 3.0
244 242 linty_fresh https://github.com/lyft/linty_fresh Surface lint errors during code review. linters 13 True lyft/linty_fresh https://github.com/lyft/linty_fresh Apache-2.0 2015-12-19 02:37:26.000 2020-11-30 22:20:25.000 2020-11-30 22:18:53.000 21.0 1.0 183.0 2018-12-12 19:47:05.000 0.7.0 10.0 17.0 ['flake8', 'mypy'] linty-fresh 8.0 53.0 https://pypi.org/project/linty-fresh 2018-12-12 19:47:05.000 18.0 18.0 3.0
245 243 com2ann https://github.com/ilevkivskyi/com2ann Tool for translation type comments to type annotations in Python. refactoring 13 True ilevkivskyi/com2ann https://github.com/ilevkivskyi/com2ann MIT 2016-09-09 07:17:02.000 2021-03-07 09:20:28.000 2021-03-07 09:20:25.000 5.0 14.0 90.0 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 0.0 829.0 829.0 3.0
246 244 universal-build https://github.com/ml-tooling/universal-build Universal build utilities for containerized build pipelines. build-tools 13 True ml-tooling/universal-build https://github.com/ml-tooling/universal-build MIT 2020-10-19 14:57:21.000 2021-04-19 19:45:59.000 2021-04-19 19:45:59.000 3.0 1.0 12.0 2021-03-22 18:29:06.000 0.6.13 38.0 4.0 universal-build 0.0 https://pypi.org/project/universal-build 2020-12-12 13:21:08.000 0.0 204.0 206.0 3.0 15.0
247 245 cohesion https://github.com/mschwager/cohesion A tool for measuring Python class cohesion. code-metrics 12 False mschwager/cohesion https://github.com/mschwager/cohesion GPL-3.0 2016-08-11 21:09:32.000 2019-08-05 17:14:04.000 2019-08-05 17:14:01.000 2.0 11.0 135.0 2019-07-10 16:08:05.000 1.0.0 9.0 2.0 cohesion 1.0 78.0 3.0 https://pypi.org/project/cohesion 2019-07-10 16:08:05.000 3.0 1964.0 1964.0 3.0
248 246 pyship https://github.com/jamesabel/pyship freezer, installer and updater for Python applications. packaging 9 False jamesabel/pyship https://github.com/jamesabel/pyship MIT 2020-04-23 04:45:03.000 2020-12-07 01:00:59.000 2020-12-07 01:00:54.000 11.0 2020-12-07 00:53:45.000 0.1.0 14.0 pyship 4.0 https://pypi.org/project/pyship 2020-12-07 00:53:45.000 52.0 52.0 3.0

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_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._ _Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
- <b><a href="https://github.com/willmcgugan/rich">rich</a></b> (🥇33 · ⭐ 26K · 📈) - Rich is a Python library for rich text and beautiful formatting in the.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> - <b><a href="https://github.com/pyinstaller/pyinstaller">pyinstaller</a></b> (🥇34 · ⭐ 8.1K · 📈) - Freeze (package) Python programs into stand-alone.. <code><a href="http://bit.ly/2KucAZR">❗️GPL-2.0</a></code>
- <b><a href="https://github.com/getlogbook/logbook">logbook</a></b> (🥈31 · ⭐ 1.4K · 💀) - A cool logging replacement for Python. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> - <b><a href="https://github.com/microsoft/playwright-python">playwright-python</a></b> (🥈28 · ⭐ 4.6K · 📈) - Python version of the Playwright testing and.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/pypa/packaging">packaging</a></b> (🥇31 · ⭐ 300 · 📈) - Core utilities for Python packages. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code> - <b><a href="https://github.com/rubik/xenon">xenon</a></b> (🥉23 · ⭐ 190 · 📈) - Monitoring tool based on radon. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/pyutils/line_profiler">line_profiler</a></b> (🥈29 · ⭐ 3.5K · 📈) - Line-by-line profiling for Python. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code> - <b><a href="https://github.com/predictive-analytics-lab/data-science-types">data-science-types</a></b> (🥉23 · ⭐ 180 · 📈) - Mypy stubs, i.e., type information, for numpy, pandas.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/ml-tooling/lazydocs">lazydocs</a></b> (🥉16 · ⭐ 22 · 🐣) - Generate markdown API documentation from Google-style Python.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> - <b><a href="https://github.com/David-OConnor/pyflow">pyflow</a></b> (🥉19 · ⭐ 770 · 📈) - An installation and dependency system for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
## 📉 Trending Down ## 📉 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._ _Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
- <b><a href="https://github.com/pypa/pipenv">pipenv</a></b> (🥇36 · ⭐ 22K · 📉) - Python Development Workflow for Humans. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> - <b><a href="https://github.com/giampaolo/psutil">psutil</a></b> (🥇35 · ⭐ 7.4K · 📉) - Cross-platform lib for process and system monitoring in Python. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/psf/black">black</a></b> (🥈33 · ⭐ 21K · 📉) - The uncompromising Python code formatter. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> - <b><a href="https://github.com/davidhalter/jedi">jedi</a></b> (🥇35 · ⭐ 4.9K · 📉) - Awesome autocompletion, static analysis and refactoring library for python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
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