Update best-of list for version 2021.05.06

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LukasMasuch 2021-05-06 14:43:59 +00:00 committed by best-of update
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## 📈 Trending Up
_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
- <b><a href="https://github.com/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/jazzband/prettytable">prettytable</a></b> (🥈29 · 440 · 📈) - Display tabular data in a visually appealing ASCII.. <code><a href="https://tldrlegal.com/search?q=BSD-1-Clause">BSD-1-Clause</a></code>
- <b><a href="https://github.com/berkerpeksag/astor">astor</a></b> (🥈28 · 580 · 📈) - Python AST read/write. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/python-diamond/Diamond">Diamond</a></b> (🥈27 · 1.6K · 💀) - Diamond is a python daemon that collects system metrics and publishes.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/jendrikseipp/vulture">vulture</a></b> (🥈27 · 1.5K · 📈) - Find dead Python code. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
## 📉 Trending Down
_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
- <b><a href="https://github.com/pypa/pipenv">pipenv</a></b> (🥇36 · 22K · 📉) - Python Development Workflow for Humans. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/openstack/hacking">hacking</a></b> (🥈29 · 220 · 📉) - OpenStack Hacking Style Checks. Mirror of code maintained at.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/coala/coala">coala</a></b> (🥈27 · 3.2K · 📉) - coala provides a unified command-line interface for linting and.. <code><a href="http://bit.ly/3pwmjO5">AGPL-3.0</a></code>
- <b><a href="https://github.com/sumerc/yappi">Yappi</a></b> (🥉26 · 620 · 📉) - Yet Another Python Profiler, but this time thread&coroutine&greenlet.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/David-OConnor/pyflow">pyflow</a></b> (🥉17 · 740 · 📉) - An installation and dependency system 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,trending,github_release_downloads,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 13:09:27.000,2021-04-29 16:28:54.000,2021-04-29 16:28:53.000,76.0,2.0,1201.0,2021-04-29 16:29:15.000,2021.04.29,15.0,6.0,,,,,,,,,,,,,,,,,,,,,,,,,,
2,unittest,https://docs.python.org/3/library/unittest.html,True,Unittest is a test framework included in the Python standard library.,testing,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
3,sphinx,https://github.com/sphinx-doc/sphinx,,Main repository for the Sphinx documentation builder.,documentation,38,True,sphinx-doc/sphinx,https://github.com/sphinx-doc/sphinx,BSD-3-Clause,2015-01-02 10:53:28.000,2021-05-06 14:28:44.000,2021-05-05 15:23:37.000,1442.0,4583.0,3914.0,2021-04-11 11:27:38.000,3.5.4,148.0,639.0,['sphinx'],conda-forge/sphinx,sphinx,775.0,17483.0,244115.0,139579.0,https://pypi.org/project/sphinx,2021-04-29 06:04:12.000,104536.0,4392842.0,4448400.0,https://anaconda.org/conda-forge/sphinx,2021-04-11 13:57:22.448,3166829.0,1.0,,,,,,,,,,
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 00:44:02.000,2021-05-05 21:45:58.000,2021-04-23 02:02:40.000,1601.0,2881.0,21836.0,2020-11-15 04:19:27.000,2020.11.15,297.0,381.0,,conda-forge/pipenv,pipenv,506.0,7050.0,20647.0,18373.0,https://pypi.org/project/pipenv,2020-11-15 04:19:27.000,2274.0,3373757.0,3375802.0,https://anaconda.org/conda-forge/pipenv,2020-11-15 06:15:51.831,38855.0,1.0,-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 13:13:14.000,2021-05-03 17:30:04.000,2021-04-23 12:48:09.000,935.0,508.0,18230.0,2021-04-06 01:40:26.000,4.60.0,117.0,98.0,,conda-forge/tqdm,tqdm,279.0,1823.0,195964.0,169726.0,https://pypi.org/project/tqdm,2021-04-06 01:23:21.000,26238.0,22033300.0,22136526.0,https://anaconda.org/conda-forge/tqdm,2021-04-06 03:39:45.818,6083144.0,1.0,,7825.0,,,,,,,,
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 13:30:23.000,2021-05-06 13:32:37.000,2021-05-06 13:32:36.000,1730.0,4595.0,10614.0,,,79.0,461.0,,conda-forge/mypy,mypy,1715.0,9494.0,39458.0,33374.0,https://pypi.org/project/mypy,2021-02-19 17:28:31.000,6084.0,6579889.0,6601055.0,https://anaconda.org/conda-forge/mypy,2021-04-02 00:00:44.993,888986.0,1.0,,,,,,,,,,
7,psutil,https://github.com/giampaolo/psutil,,Cross-platform lib for process and system monitoring in Python.,profiling,36,True,giampaolo/psutil,https://github.com/giampaolo/psutil,BSD-3-Clause,2014-05-23 14:01:48.000,2021-05-03 11:33:34.000,2021-05-03 11:33:26.000,1094.0,1286.0,7291.0,2020-12-19 01:19:27.000,5.8.0,83.0,159.0,,conda-forge/psutil,psutil,176.0,5682.0,108692.0,84026.0,https://pypi.org/project/psutil,2020-12-19 01:19:27.000,24666.0,22704846.0,22812583.0,https://anaconda.org/conda-forge/psutil,2021-04-19 20:30:13.823,6571998.0,1.0,,,,,,,,,,
8,pytest,https://github.com/pytest-dev/pytest,,"The pytest framework makes it easy to write small tests, yet scales to support complex functional testing.",testing,36,True,pytest-dev/pytest,https://github.com/pytest-dev/pytest,MIT,2015-06-15 20:28:27.000,2021-05-06 09:08:15.000,2021-05-05 15:09:47.000,1699.0,3844.0,7285.0,2021-05-04 16:22:25.000,6.2.4,147.0,715.0,['pytest'],conda-forge/pytest,pytest,659.0,,443737.0,313153.0,https://pypi.org/project/pytest,2021-05-04 16:21:57.000,130584.0,28112521.0,28243696.0,https://anaconda.org/conda-forge/pytest,2021-05-04 20:43:33.278,7608180.0,1.0,,,,,,,,,,
9,jedi,https://github.com/davidhalter/jedi,,"Awesome autocompletion, static analysis and refactoring library for python.",refactoring,36,True,davidhalter/jedi,https://github.com/davidhalter/jedi,MIT,2012-02-19 23:12:30.000,2021-05-05 22:38:20.000,2021-05-05 22:38:19.000,441.0,1207.0,4842.0,2020-12-25 10:34:25.000,0.18.0,30.0,144.0,,conda-forge/jedi,jedi,26.0,8204.0,144234.0,128328.0,https://pypi.org/project/jedi,2020-12-25 10:34:25.000,15906.0,13888720.0,13975842.0,https://anaconda.org/conda-forge/jedi,2021-01-14 15:48:43.942,4791710.0,1.0,,,,,,,,,,
10,tox,https://github.com/tox-dev/tox,,Command line driven CI frontend and development task automation tool.,testing,36,True,tox-dev/tox,https://github.com/tox-dev/tox,MIT,2016-09-17 16:54:22.000,2021-05-05 22:48:33.555,2021-05-05 17:15:26.000,366.0,1049.0,2186.0,2021-05-05 16:42:34.000,3.23.1,116.0,241.0,['pytest'],conda-forge/tox,tox,136.0,1993.0,80137.0,43737.0,https://pypi.org/project/tox,2021-05-05 16:42:34.000,36400.0,4153462.0,4159619.0,https://anaconda.org/conda-forge/tox,2021-05-05 22:48:33.555,270948.0,1.0,,,,,,,,,,
11,flake8,https://github.com/PyCQA/flake8,,Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelder's McCabe script.,linters,36,True,PyCQA/flake8,https://github.com/PyCQA/flake8,MIT,2014-09-13 17:06:24.000,2021-05-03 17:57:51.000,2021-05-03 17:57:50.000,183.0,1233.0,1234.0,2021-03-14 23:32:11.000,3.9.0,77.0,154.0,,conda-forge/flake8,flake8,36.0,1943.0,235857.0,164567.0,https://pypi.org/project/flake8,2021-03-14 23:32:11.000,71290.0,11865792.0,11905846.0,https://anaconda.org/conda-forge/flake8,2021-04-16 15:46:42.952,2363205.0,1.0,,,,,,,,,,
12,black,https://github.com/psf/black,,The uncompromising Python code formatter.,formatters,35,True,psf/black,https://github.com/psf/black,MIT,2018-03-14 19:54:45.000,2021-05-06 06:45:27.155,2021-05-06 02:25:43.000,1329.0,1125.0,20888.0,2021-05-04 19:55:43.000,21.5b0,27.0,244.0,,conda-forge/black,black,386.0,976.0,62652.0,56424.0,https://pypi.org/project/black,2021-05-04 19:56:20.000,6228.0,6744802.0,6786604.0,https://anaconda.org/conda-forge/black,2021-05-06 06:45:27.155,1485936.0,1.0,,13699.0,,,,,,,,
13,mkdocs,https://github.com/mkdocs/mkdocs,,Project documentation with Markdown.,documentation,35,True,mkdocs/mkdocs,https://github.com/mkdocs/mkdocs,BSD-2-Clause,2014-01-11 21:05:21.000,2021-05-05 19:33:36.000,2021-05-03 00:13:22.000,1708.0,1381.0,12074.0,2020-05-14 15:18:01.000,1.1.2,44.0,191.0,['mkdocs'],conda-forge/mkdocs,mkdocs,147.0,1520.0,17939.0,11997.0,https://pypi.org/project/mkdocs,2020-05-14 15:18:01.000,5942.0,562496.0,564632.0,https://anaconda.org/conda-forge/mkdocs,2020-06-01 13:16:37.068,130310.0,1.0,,,,,,,,,,
14,pip,https://github.com/pypa/pip,,The Python package installer.,dependency-managers,34,True,pypa/pip,https://github.com/pypa/pip,MIT,2011-03-06 14:30:46.000,2021-05-05 19:10:36.000,2021-05-01 14:40:28.000,2235.0,4742.0,7107.0,2021-04-30 19:05:20.000,21.1.1,104.0,604.0,,conda-forge/pip,pip,951.0,,67242.0,48576.0,https://pypi.org/project/pip,2021-04-30 19:05:20.000,18666.0,89323817.0,89663447.0,https://anaconda.org/conda-forge/pip,2021-04-30 20:13:35.268,19698589.0,1.0,,,,,,,,,,
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 11:10:38.000,2021-05-06 07:57:13.000,2021-05-05 21:48:11.000,1646.0,3351.0,5844.0,2021-04-08 20:19:00.000,4.0.1,58.0,140.0,,conda-forge/robotframework,robotframework,181.0,12888.0,5117.0,3709.0,https://pypi.org/project/robotframework,2021-04-08 20:20:11.000,1408.0,742602.0,743755.0,https://anaconda.org/conda-forge/robotframework,2021-04-09 00:22:22.784,45898.0,1.0,,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 00:43:37.000,2021-05-04 23:55:58.000,2021-05-03 00:22:06.000,599.0,529.0,4309.0,2021-03-14 18:44:02.000,2.7.0,12.0,125.0,,conda-forge/pycodestyle,pycodestyle,113.0,1218.0,156494.0,135264.0,https://pypi.org/project/pycodestyle,2021-03-14 18:44:02.000,21230.0,16801119.0,16843488.0,https://anaconda.org/conda-forge/pycodestyle,2021-03-15 18:43:23.361,2499822.0,1.0,,,,,,,,,,
17,autopep8,https://github.com/hhatto/autopep8,,A tool that automatically formats Python code to conform to the PEP 8 style guide.,formatters,34,True,hhatto/autopep8,https://github.com/hhatto/autopep8,MIT,2010-12-29 20:08:51.000,2021-04-30 08:34:16.877,2021-04-30 06:04:29.000,244.0,332.0,3758.0,2021-04-30 06:09:29.000,1.5.7,67.0,50.0,,conda-forge/autopep8,autopep8,86.0,2702.0,84042.0,73858.0,https://pypi.org/project/autopep8,2021-04-30 06:04:42.000,10184.0,2219349.0,2226925.0,https://anaconda.org/conda-forge/autopep8,2021-04-30 08:34:16.877,446997.0,2.0,,,,,,,,,,
18,pylint,https://github.com/PyCQA/pylint,,It's not just a linter that annoys you!.,linters,34,True,PyCQA/pylint,https://github.com/PyCQA/pylint,GPL-2.0,2015-12-09 05:40:02.000,2021-05-06 13:44:12.000,2021-05-05 18:57:52.000,699.0,2684.0,3327.0,2021-04-26 16:01:12.000,2.8.2,104.0,384.0,,conda-forge/pylint,pylint,705.0,5403.0,37734.0,,https://pypi.org/project/pylint,2021-04-26 16:01:12.000,37734.0,9821996.0,9853808.0,https://anaconda.org/conda-forge/pylint,2021-03-03 00:06:43.039,1813313.0,1.0,,,,,,,,,,
19,setuptools,https://github.com/pypa/setuptools,,Official project repository for the Setuptools build system.,build-tools,34,True,pypa/setuptools,https://github.com/pypa/setuptools,MIT,2016-03-29 14:02:33.000,2021-05-06 01:33:08.000,2021-05-06 01:33:08.000,721.0,1231.0,1346.0,2021-05-04 21:35:25.000,56.1.0,427.0,439.0,,conda-forge/setuptools,setuptools,526.0,,157819.0,99889.0,https://pypi.org/project/setuptools,2021-04-09 00:24:04.000,57930.0,105619073.0,105984953.0,https://anaconda.org/conda-forge/setuptools,2021-01-08 05:42:17.824,21221014.0,1.0,,105.0,,,,,,,,
20,rich,https://github.com/willmcgugan/rich,,Rich is a Python library for rich text and beautiful formatting in the terminal.,logging,33,True,willmcgugan/rich,https://github.com/willmcgugan/rich,MIT,2019-11-10 15:28:09.000,2021-05-06 14:19:25.000,2021-05-06 14:18:15.000,738.0,434.0,25610.0,2021-04-03 09:53:39.000,10.1.0,123.0,89.0,,conda-forge/rich,rich,3.0,1881.0,3828.0,3828.0,https://pypi.org/project/rich,2021-04-03 09:52:47.000,0.0,1753755.0,1772694.0,https://anaconda.org/conda-forge/rich,2021-04-03 12:56:06.306,189390.0,1.0,1.0,,,,,,,,,
21,mkdocs-material,https://github.com/squidfunk/mkdocs-material,,A Material Design theme for MkDocs.,documentation,33,True,squidfunk/mkdocs-material,https://github.com/squidfunk/mkdocs-material,MIT,2016-01-28 22:09:23.000,2021-05-04 10:17:12.000,2021-05-04 10:16:18.000,1521.0,1005.0,6187.0,2021-04-24 11:09:50.000,7.1.3,196.0,115.0,['mkdocs'],conda-forge/mkdocs-material,mkdocs-material,10.0,3336.0,7882.0,6380.0,https://pypi.org/project/mkdocs-material,2021-04-18 09:28:24.000,1502.0,456440.0,458115.0,https://anaconda.org/conda-forge/mkdocs-material,2021-04-24 18:54:29.379,40220.0,1.0,,,,,,,,,,
22,hypothesis,https://github.com/HypothesisWorks/hypothesis,,"Hypothesis is a powerful, flexible, and easy to use library for property-based testing.",testing,33,True,HypothesisWorks/hypothesis,https://github.com/HypothesisWorks/hypothesis,MPL-2.0,2013-03-10 13:51:19.000,2021-05-06 05:42:51.752,2021-05-06 03:22:27.000,460.0,1040.0,5134.0,2021-05-06 03:22:53.000,hypothesis-python-6.12.0,834.0,246.0,,conda-forge/hypothesis,hypothesis,50.0,10702.0,11140.0,8524.0,https://pypi.org/project/hypothesis,2021-05-06 03:22:35.000,2616.0,2149795.0,2219328.0,https://anaconda.org/conda-forge/hypothesis,2021-05-06 05:42:51.752,4032942.0,1.0,,,,,,,,,,
23,isort,https://github.com/PyCQA/isort,,A Python utility / library to sort imports.,formatters,33,True,PyCQA/isort,https://github.com/PyCQA/isort,MIT,2013-09-02 22:22:53.000,2021-05-04 05:47:10.000,2021-05-04 05:47:10.000,391.0,918.0,3858.0,2021-03-21 06:05:17.000,5.8.0,126.0,232.0,,conda-forge/isort,isort,26.0,,193859.0,169641.0,https://pypi.org/project/isort,2020-12-31 01:15:41.000,24218.0,15124831.0,15156923.0,https://anaconda.org/conda-forge/isort,2021-03-21 08:22:11.429,1861358.0,2.0,,,,,,,,,,
24,sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,,Sphinx theme for readthedocs.org.,documentation,33,True,readthedocs/sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,MIT,2013-10-17 17:10:49.000,2021-05-04 11:50:13.000,2021-05-01 01:50:03.000,1526.0,488.0,3675.0,2018-10-05 13:20:49.000,0.4.2,23.0,104.0,['sphinx'],conda-forge/sphinx_rtd_theme,sphinx_rtd_theme,166.0,1217.0,23490.0,16.0,https://pypi.org/project/sphinx_rtd_theme,2018-10-05 13:20:49.000,23474.0,2197204.0,2219167.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2021-04-06 20:57:24.009,1251924.0,1.0,,,,,,,,,,
25,poetry,https://github.com/python-poetry/poetry,,Python dependency management and packaging made easy.,dependency-managers,32,True,python-poetry/poetry,https://github.com/python-poetry/poetry,MIT,2018-02-28 15:23:47.000,2021-05-06 05:14:17.000,2021-05-05 23:58:40.000,1182.0,1859.0,14928.0,2021-04-14 17:08:31.000,1.1.6,134.0,275.0,,conda-forge/poetry,poetry,1074.0,1788.0,64.0,,https://pypi.org/project/poetry,2021-04-14 17:08:31.000,64.0,2256056.0,2424838.0,https://anaconda.org/conda-forge/poetry,2021-04-15 00:21:03.148,203322.0,2.0,,6156195.0,,,,,,,,
26,pyinstaller,https://github.com/pyinstaller/pyinstaller,,Freeze (package) Python programs into stand-alone executables.,packaging,32,True,pyinstaller/pyinstaller,https://github.com/pyinstaller/pyinstaller,GPL-2.0,2011-11-23 11:05:56.000,2021-05-05 15:12:47.000,2021-05-05 15:12:42.000,1638.0,3762.0,8015.0,2021-04-17 05:02:21.000,4.3,28.0,397.0,,conda-forge/pyinstaller,pyinstaller,367.0,7773.0,16598.0,16598.0,https://pypi.org/project/pyinstaller,2021-04-17 04:46:48.000,0.0,564984.0,576354.0,https://anaconda.org/conda-forge/pyinstaller,2021-04-21 15:08:29.384,221383.0,1.0,,695016.0,,,,,,,,
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 22:08:03.000,2021-05-05 22:18:15.000,2021-04-30 15:40:04.000,1017.0,6012.0,4119.0,2021-04-15 16:31:48.000,4.10.1,100.0,352.0,,conda-forge/conda,conda,1929.0,15671.0,2104.0,,https://pypi.org/project/conda,2017-04-22 23:38:35.000,2104.0,52014.0,365442.0,https://anaconda.org/conda-forge/conda,2021-04-21 16:07:33.360,17865442.0,2.0,,,,,,,,,,
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 14:33:27.000,2021-05-05 23:04:14.000,2021-05-05 23:04:13.000,891.0,1069.0,3868.0,2021-05-05 19:32:26.000,20.4.6,161.0,171.0,,conda-forge/virtualenv,virtualenv,58.0,,34422.0,,https://pypi.org/project/virtualenv,2021-05-05 19:32:26.000,34422.0,18596959.0,18613663.0,https://anaconda.org/conda-forge/virtualenv,2021-05-05 21:39:18.804,835233.0,2.0,,,,,,,,,,
29,invoke,https://github.com/pyinvoke/invoke,,Pythonic task management & command execution.,build-tools,32,True,pyinvoke/invoke,https://github.com/pyinvoke/invoke,BSD-2-Clause,2012-02-29 23:59:23.000,2021-04-26 23:17:56.000,2020-12-31 16:25:35.000,280.0,357.0,3266.0,2020-12-31 02:43:43.000,1.5.0,50.0,54.0,,conda-forge/invoke,invoke,303.0,3499.0,12204.0,7602.0,https://pypi.org/project/invoke,2020-12-31 02:43:43.000,4602.0,1398487.0,1403298.0,https://anaconda.org/conda-forge/invoke,2021-01-06 14:58:41.830,293526.0,1.0,,,,,,,,,,
30,bandit,https://github.com/PyCQA/bandit,,Bandit is a tool designed to find common security issues in Python code.,security,32,True,PyCQA/bandit,https://github.com/PyCQA/bandit,Apache-2.0,2018-04-26 09:08:12.000,2021-05-04 07:31:51.000,2021-04-12 17:48:57.000,319.0,364.0,3201.0,2020-12-13 02:48:28.000,1.7.0,31.0,132.0,,conda-forge/bandit,bandit,166.0,1169.0,8884.0,6530.0,https://pypi.org/project/bandit,2020-12-13 02:48:28.000,2354.0,1436926.0,1439509.0,https://anaconda.org/conda-forge/bandit,2021-03-10 05:39:36.125,61987.0,1.0,,46.0,,,,,,,,
31,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 05:11:00.000,2021-05-01 14:53:16.000,2021-01-20 07:44:52.000,196.0,165.0,2862.0,2021-01-20 07:45:20.000,1.1.0,56.0,94.0,,conda-forge/freezegun,freezegun,67.0,521.0,16213.0,7861.0,https://pypi.org/project/freezegun,2021-01-20 07:45:20.000,8352.0,3513924.0,3517306.0,https://anaconda.org/conda-forge/freezegun,2021-01-20 09:23:22.014,209715.0,1.0,,,,,,,,,,
32,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 01:16:26.000,358.0,461.0,1338.0,2015-06-02 09:12:36.000,1.3.7,14.0,95.0,,conda-forge/nose,nose,447.0,1004.0,194280.0,107806.0,https://pypi.org/project/nose,2015-06-02 09:12:36.000,86474.0,4238936.0,4267697.0,https://anaconda.org/conda-forge/nose,2020-10-11 16:52:20.277,1725697.0,1.0,,,,,,,,,,
33,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 15:39:39.000,2021-04-13 12:00:47.000,2021-04-10 19:15:48.000,238.0,312.0,1117.0,2021-03-15 16:36:43.000,3.4.0,42.0,101.0,,conda-forge/twine,twine,39.0,952.0,56655.0,39151.0,https://pypi.org/project/twine,2021-03-15 16:36:43.000,17504.0,1711192.0,1715716.0,https://anaconda.org/conda-forge/twine,2021-03-17 03:54:06.297,257921.0,1.0,,,,,,,,,,
34,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 06:19:46.000,2021-05-01 02:07:56.000,2021-03-24 16:31:37.000,145.0,338.0,1019.0,2021-03-24 16:32:54.000,2.3.1,30.0,76.0,,conda-forge/pyflakes,pyflakes,80.0,509.0,112905.0,86407.0,https://pypi.org/project/pyflakes,2021-03-24 16:32:54.000,26498.0,12730949.0,12771575.0,https://anaconda.org/conda-forge/pyflakes,2021-03-24 22:10:26.104,2396974.0,1.0,,,,,,,,,,
35,pytest-cov,https://github.com/pytest-dev/pytest-cov,,Coverage plugin for pytest.,testing,32,True,pytest-dev/pytest-cov,https://github.com/pytest-dev/pytest-cov,MIT,2014-04-17 20:01:12.000,2021-05-03 20:00:44.000,2021-03-24 11:07:33.000,139.0,191.0,1000.0,2021-01-20 10:46:34.000,2.11.1,40.0,63.0,['pytest'],conda-forge/pytest-cov,pytest-cov,95.0,799.0,128319.0,84925.0,https://pypi.org/project/pytest-cov,2021-01-20 10:46:34.000,43394.0,9943018.0,9986383.0,https://anaconda.org/conda-forge/pytest-cov,2021-01-20 18:33:16.518,2688643.0,1.0,,,,,,,,,,
36,sentry-sdk,https://github.com/getsentry/sentry-python,,The new Python SDK for Sentry.io.,logging,32,True,getsentry/sentry-python,https://github.com/getsentry/sentry-python,BSD-2-Clause,2018-06-18 22:51:10.000,2021-05-06 14:07:56.000,2021-05-06 14:07:55.000,203.0,371.0,919.0,2021-03-03 16:35:19.000,1.0.0,126.0,94.0,,conda-forge/sentry-sdk,sentry-sdk,141.0,1228.0,11712.0,10726.0,https://pypi.org/project/sentry-sdk,2021-02-18 14:46:46.000,986.0,7807260.0,7810016.0,https://anaconda.org/conda-forge/sentry-sdk,2021-02-18 16:32:52.126,78553.0,2.0,,4419.0,,,,,,,,
37,parso,https://github.com/davidhalter/parso,,A Python Parser.,linters,32,True,davidhalter/parso,https://github.com/davidhalter/parso,MIT,2017-05-08 20:14:30.000,2021-05-05 02:59:36.000,2021-04-22 19:04:49.000,68.0,89.0,400.0,2021-03-30 20:43:51.000,0.8.2,25.0,40.0,,conda-forge/parso,parso,8.0,1081.0,134738.0,123374.0,https://pypi.org/project/parso,2021-03-30 20:43:51.000,11364.0,14104510.0,14198660.0,https://anaconda.org/conda-forge/parso,2021-03-31 00:05:02.064,3860158.0,1.0,,,,,,,,,,
38,wheel,https://github.com/pypa/wheel,,The official binary distribution format for Python.,build-tools,32,True,pypa/wheel,https://github.com/pypa/wheel,MIT,2016-07-16 23:19:28.580,2021-04-27 16:24:26.000,2021-04-27 16:24:25.000,87.0,288.0,238.0,2020-12-13 18:09:07.000,0.36.2,64.0,60.0,,conda-forge/wheel,wheel,22.0,730.0,62544.0,,https://pypi.org/project/wheel,2020-12-13 18:09:07.000,62544.0,72539669.0,72835525.0,https://anaconda.org/conda-forge/wheel,2020-12-13 19:48:16.429,17159690.0,1.0,,,,,,,,,,
39,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 22:08:53.000,388.0,349.0,8803.0,2020-09-20 07:56:32.000,0.5.3,17.0,29.0,,conda-forge/loguru,loguru,35.0,558.0,7112.0,6770.0,https://pypi.org/project/loguru,2020-09-20 07:54:28.000,342.0,1250688.0,1256644.0,https://anaconda.org/conda-forge/loguru,2021-04-19 15:15:46.138,160828.0,2.0,,,,,,,,,,
40,pre-commit,https://github.com/pre-commit/pre-commit,,A framework for managing and maintaining multi-language pre-commit hooks.,others,31,True,pre-commit/pre-commit,https://github.com/pre-commit/pre-commit,MIT,2014-03-13 00:39:38.000,2021-05-06 02:04:14.000,2021-05-06 02:04:14.000,428.0,1091.0,5888.0,2021-04-16 21:17:10.000,2.12.1,159.0,120.0,,conda-forge/pre-commit,pre-commit,24.0,2001.0,2136.0,,https://pypi.org/project/pre-commit,2021-04-06 15:18:44.000,2136.0,3084262.0,3108746.0,https://anaconda.org/conda-forge/pre-commit,2021-04-17 01:02:23.411,511880.0,1.0,,4827.0,,,,,,,,
41,pip-tools,https://github.com/jazzband/pip-tools,,A set of tools to keep your pinned Python dependencies fresh.,dependency-managers,31,True,jazzband/pip-tools,https://github.com/jazzband/pip-tools,BSD-3-Clause,2012-09-10 08:50:26.000,2021-05-06 12:13:14.000,2021-05-06 12:13:14.000,426.0,607.0,4935.0,2021-04-14 09:19:42.000,6.1.0,92.0,147.0,,conda-forge/pip-tools,pip-tools,122.0,1535.0,3252.0,,https://pypi.org/project/pip-tools,2021-03-16 00:32:58.000,3252.0,1948404.0,1949191.0,https://anaconda.org/conda-forge/pip-tools,2021-04-14 11:47:58.017,10233.0,2.0,,,,,,,,,,
42,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 17:56:53.000,2021-05-05 10:08:51.000,2021-05-05 10:08:51.000,1517.0,677.0,4607.0,2021-04-28 10:47:25.000,3.1.1,111.0,788.0,,conda-forge/buildbot,buildbot,639.0,21857.0,1140.0,248.0,https://pypi.org/project/buildbot,2021-04-28 11:01:30.000,892.0,56420.0,58327.0,https://anaconda.org/conda-forge/buildbot,2021-04-28 12:55:11.512,32235.0,2.0,,14901.0,,,,,,,,
43,ipdb,https://github.com/gotcha/ipdb,,Integration of IPython pdb.,debugging,31,True,gotcha/ipdb,https://github.com/gotcha/ipdb,BSD-3-Clause,2011-01-15 17:51:47.000,2021-04-23 07:32:15.000,2021-03-16 09:49:58.000,128.0,107.0,1400.0,2021-03-02 11:10:22.000,0.13.5,39.0,46.0,,conda-forge/ipdb,ipdb,53.0,339.0,42775.0,25877.0,https://pypi.org/project/ipdb,2021-03-08 17:00:03.000,16898.0,1672268.0,1675050.0,https://anaconda.org/conda-forge/ipdb,2021-04-19 03:20:52.710,161385.0,1.0,,,,,,,,,,
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 20:47:06.376,2021-05-02 15:50:13.000,2021-03-04 09:33:31.000,60.0,56.0,803.0,2021-02-22 07:34:12.000,0.8.9,25.0,67.0,,conda-forge/tabulate,tabulate,27.0,502.0,50645.0,42543.0,https://pypi.org/project/tabulate,2021-02-22 07:34:12.000,8102.0,16094987.0,16111514.0,https://anaconda.org/conda-forge/tabulate,2021-02-22 13:39:52.132,991640.0,2.0,,,,,,,,,,
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 18:51:45.000,2021-05-04 14:24:49.000,2021-05-04 14:24:47.000,146.0,228.0,693.0,2021-02-09 21:06:38.000,2.2.1,55.0,73.0,['pytest'],conda-forge/pytest-xdist,pytest-xdist,191.0,859.0,24922.0,17580.0,https://pypi.org/project/pytest-xdist,2021-02-09 21:06:38.000,7342.0,4350990.0,4373394.0,https://anaconda.org/conda-forge/pytest-xdist,2021-02-10 14:13:48.139,1299483.0,2.0,,,,,,,,,,
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 23:50:18.000,152.0,51.0,605.0,2018-10-03 01:39:17.000,0.7.12,24.0,28.0,['sphinx'],conda-forge/alabaster,alabaster,75.0,350.0,59349.0,44451.0,https://pypi.org/project/alabaster,2018-10-03 01:39:17.000,14898.0,4052374.0,4091476.0,https://anaconda.org/conda-forge/alabaster,2018-10-03 15:29:30.017,2267962.0,2.0,,,,,,,,,,
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 20:48:39.000,2021-05-03 20:09:51.000,2021-05-03 20:09:50.000,171.0,132.0,456.0,2021-03-02 00:35:13.000,3.0.1,38.0,55.0,['pytest'],,coveralls,5.0,395.0,34393.0,17385.0,https://pypi.org/project/coveralls,2021-03-02 00:35:13.000,17008.0,553779.0,553779.0,,,,2.0,,,TheKevJames/coveralls-python,,,,,,,
48,Glances,https://github.com/nicolargo/glances,,"Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.",profiling,30,True,nicolargo/glances,https://github.com/nicolargo/glances,LGPL-3.0,2011-12-04 08:49:15.000,2021-05-02 14:39:45.000,2021-05-02 14:39:36.000,1186.0,1155.0,18305.0,2021-05-02 14:38:44.000,3.1.7,54.0,139.0,,conda-forge/glances,glances,197.0,3951.0,342.0,292.0,https://pypi.org/project/glances,2021-05-02 14:38:44.000,50.0,82729.0,84854.0,https://anaconda.org/conda-forge/glances,2021-02-07 19:32:17.197,131397.0,1.0,,426.0,,,,,,,,
49,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 16:23:39.000,2021-04-21 15:14:17.000,2021-04-21 15:14:08.000,5467.0,94.0,17055.0,2020-07-01 21:59:00.000,1.1.0,13.0,65.0,['sphinx'],conda-forge/numpydoc,numpydoc,51.0,,32622.0,25274.0,https://pypi.org/project/numpydoc,2020-07-01 21:59:00.000,7348.0,239971.0,254575.0,https://anaconda.org/conda-forge/numpydoc,2020-10-01 19:37:54.384,759442.0,2.0,,,,,,,,,,
50,yapf,https://github.com/google/yapf,,A formatter for Python files.,formatters,30,True,google/yapf,https://github.com/google/yapf,Apache-2.0,2015-03-18 18:22:31.000,2021-05-04 19:59:56.000,2021-05-04 19:59:56.000,791.0,370.0,11688.0,2020-04-23 19:07:36.000,0.30.0,67.0,126.0,,conda-forge/yapf,yapf,312.0,,22628.0,19222.0,https://pypi.org/project/yapf,2020-04-23 19:07:36.000,3406.0,1611943.0,1622502.0,https://anaconda.org/conda-forge/yapf,2021-04-19 00:01:27.357,623039.0,3.0,,,,,,,,,,
51,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 05:05:11.000,688.0,165.0,5047.0,2020-10-06 22:15:19.000,0.9.52,49.0,50.0,,conda-forge/pyautogui,pyautogui,300.0,390.0,8112.0,7504.0,https://pypi.org/project/pyautogui,2020-10-06 22:15:19.000,608.0,475080.0,477916.0,https://anaconda.org/conda-forge/pyautogui,2020-10-13 12:17:23.308,119135.0,2.0,,,,,,,,,,
52,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 08:26:59.000,2021-05-03 12:13:45.000,2021-04-19 11:34:14.000,315.0,338.0,2484.0,2018-05-05 15:05:40.000,2.11.1,36.0,113.0,,conda-forge/factory_boy,factory_boy,138.0,875.0,4256.0,,https://pypi.org/project/factory_boy,2018-05-05 15:05:40.000,4256.0,1805744.0,1806889.0,https://anaconda.org/conda-forge/factory_boy,2021-04-04 01:17:30.466,64137.0,2.0,,,,,,,,,,
53,logbook,https://github.com/getlogbook/logbook,,A cool logging replacement for Python.,logging,30,False,getlogbook/logbook,https://github.com/getlogbook/logbook,BSD-3-Clause,2010-07-22 10:13:12.000,2021-01-11 05:40:29.145,2019-10-16 17:48:40.000,158.0,125.0,1397.0,2019-01-16 20:35:25.000,1.4.3,41.0,76.0,,conda-forge/logbook,logbook,55.0,1194.0,4609.0,2545.0,https://pypi.org/project/logbook,2019-10-16 18:14:55.000,2064.0,472420.0,473926.0,https://anaconda.org/conda-forge/logbook,2021-01-11 05:40:29.145,39094.0,2.0,,244.0,,,,,,,,
54,pydocstyle,https://github.com/PyCQA/pydocstyle,,docstring style checker.,linters,30,True,PyCQA/pydocstyle,https://github.com/PyCQA/pydocstyle,MIT,2012-01-31 17:18:23.000,2021-05-04 13:35:42.000,2021-03-18 23:40:45.000,146.0,188.0,767.0,2021-03-18 23:41:48.000,6.0.0,15.0,71.0,,conda-forge/pydocstyle,pydocstyle,74.0,698.0,19914.0,15994.0,https://pypi.org/project/pydocstyle,2021-03-18 23:40:11.000,3920.0,2024851.0,2030805.0,https://anaconda.org/conda-forge/pydocstyle,2021-03-19 18:06:04.453,345383.0,2.0,,51.0,,,,,,,,
55,pytest-html,https://github.com/pytest-dev/pytest-html,,Plugin for generating HTML reports for pytest results.,testing,30,True,pytest-dev/pytest-html,https://github.com/pytest-dev/pytest-html,MPL-2.0,2015-04-14 19:22:42.000,2021-03-16 20:36:15.000,2021-01-23 03:26:17.000,156.0,179.0,412.0,2020-12-13 15:24:58.000,3.1.1,44.0,43.0,['pytest'],conda-forge/pytest-html,pytest-html,72.0,376.0,10658.0,9674.0,https://pypi.org/project/pytest-html,2020-12-13 15:24:58.000,984.0,1763868.0,1766468.0,https://anaconda.org/conda-forge/pytest-html,2020-12-13 19:43:13.698,124829.0,2.0,,,,,,,,,,
56,packaging,https://github.com/pypa/packaging,,Core utilities for Python packages.,packaging,30,True,pypa/packaging,https://github.com/pypa/packaging,BSD-2-Clause,2014-05-15 22:49:43.000,2021-05-05 20:49:50.000,2021-05-03 22:47:10.000,144.0,143.0,297.0,2021-01-29 20:27:31.000,20.9,35.0,68.0,,conda-forge/packaging,packaging,53.0,,231260.0,202060.0,https://pypi.org/project/packaging,2021-01-29 20:24:35.000,29200.0,53930805.0,54052064.0,https://anaconda.org/conda-forge/packaging,2021-02-04 17:30:01.516,7154136.0,1.0,,77.0,,,,,,,,
57,typed_ast,https://github.com/python/typed_ast,,Modified fork of CPython's ast module that parses `# type:` comments.,ast,30,True,python/typed_ast,https://github.com/python/typed_ast,Apache-2.0,2016-02-16 22:40:09.000,2021-04-12 00:18:06.000,2021-04-12 00:18:06.000,46.0,75.0,182.0,2020-12-30 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 23:57:40.000,10362.0,17493486.0,17493486.0,,,,1.0,,,,,,,,,,
58,py-spy,https://github.com/benfred/py-spy,,Sampling profiler for Python programs.,profiling,29,True,benfred/py-spy,https://github.com/benfred/py-spy,MIT,2018-08-01 02:22:15.000,2021-05-06 06:35:41.000,2021-05-06 06:08:39.000,246.0,137.0,6854.0,2021-03-22 04:28:35.000,0.3.5,28.0,25.0,,,py-spy,61.0,380.0,820.0,770.0,https://pypi.org/project/py-spy,2021-03-22 04:28:35.000,50.0,523211.0,523438.0,,,,2.0,,5007.0,,py-spy,,,,,,
59,pyre-check,https://github.com/facebook/pyre-check,,Performant type-checking for python.,linters,29,True,facebook/pyre-check,https://github.com/facebook/pyre-check,MIT,2017-11-10 17:31:36.000,2021-05-06 03:41:10.000,2021-05-06 03:41:06.000,311.0,193.0,5289.0,2021-05-04 21:15:18.000,0.9.1,60.0,159.0,,,pyre-check,65.0,9062.0,46.0,,https://pypi.org/project/pyre-check,2021-05-04 21:15:18.000,46.0,18337.0,18337.0,,,,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 16:38:14.000,2021-05-05 05:11:21.000,2021-05-05 05:08:31.000,221.0,80.0,3363.0,2019-11-14 11:06:56.000,0.4.10,38.0,50.0,,conda-forge/pipreqs,pipreqs,82.0,300.0,5531.0,5003.0,https://pypi.org/project/pipreqs,2019-11-14 11:00:54.000,528.0,101667.0,102037.0,https://anaconda.org/conda-forge/pipreqs,2019-11-14 14:53:43.131,20758.0,3.0,,,,,,,,,,
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 21:04:25.000,2021-05-05 12:51:53.000,2021-05-05 12:51:51.000,273.0,866.0,1455.0,2021-02-27 12:22:01.000,0.15.2,51.0,141.0,,,wemake-python-styleguide,82.0,1674.0,332.0,318.0,https://pypi.org/project/wemake-python-styleguide,2021-02-27 12:21:14.000,14.0,66762.0,66762.0,,,,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 15:30:20.000,2021-04-22 17:28:13.000,2021-04-18 12:33:46.000,122.0,114.0,1127.0,2020-10-07 16:08:59.000,0.18.0,19.0,63.0,,conda-forge/rope,rope,75.0,1879.0,30896.0,27964.0,https://pypi.org/project/rope,2020-10-07 16:08:59.000,2932.0,359224.0,369721.0,https://anaconda.org/conda-forge/rope,2021-04-19 19:56:13.091,514362.0,1.0,,,,,,,,,,
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 00:40:32.000,2021-05-06 07:42:40.000,2021-05-04 14:23:40.000,92.0,85.0,1051.0,2021-04-24 21:59:08.000,3.6.0,51.0,53.0,['pytest'],conda-forge/pytest-mock,pytest-mock,11.0,,22069.0,15889.0,https://pypi.org/project/pytest-mock,2021-04-24 21:59:08.000,6180.0,3919076.0,3934325.0,https://anaconda.org/conda-forge/pytest-mock,2021-01-11 11:41:18.792,884466.0,2.0,,,,,,,,,,
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 00:18:05.000,2021-04-21 23:06:39.000,2021-04-21 23:06:33.000,79.0,94.0,707.0,2021-04-21 23:04:29.000,0.15.1,20.0,26.0,['pytest'],conda-forge/pytest-asyncio,pytest-asyncio,65.0,169.0,13771.0,11743.0,https://pypi.org/project/pytest-asyncio,2021-04-21 23:04:29.000,2028.0,1714271.0,1722633.0,https://anaconda.org/conda-forge/pytest-asyncio,2021-04-06 15:43:53.410,401386.0,2.0,,,,,,,,,,
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 21:18:24.000,41.0,53.0,538.0,2021-04-01 21:21:59.000,21.4.3,34.0,37.0,['flake8'],conda-forge/flake8-bugbear,flake8-bugbear,36.0,163.0,4554.0,3514.0,https://pypi.org/project/flake8-bugbear,2021-04-01 21:21:59.000,1040.0,795042.0,808023.0,https://anaconda.org/conda-forge/flake8-bugbear,2021-04-02 22:23:40.112,272609.0,2.0,,,,,,,,,,
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 18:52:25.000,2021-05-05 15:27:29.000,2021-05-04 14:19:42.000,138.0,335.0,528.0,2021-04-30 15:47:28.000,4.29.2,58.0,94.0,,conda-forge/breathe,breathe,96.0,1459.0,6428.0,4420.0,https://pypi.org/project/breathe,2021-04-30 15:40:13.000,2008.0,92505.0,95966.0,https://anaconda.org/conda-forge/breathe,2021-05-01 00:47:26.316,188640.0,2.0,,32.0,,,,,,,,
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 02:39:17.000,2021-05-06 14:07:52.000,2021-04-17 17:19:27.000,69.0,28.0,441.0,2021-03-02 19:34:23.000,2.1.0,14.0,27.0,,conda-forge/prettytable,prettytable,18.0,309.0,16171.0,16171.0,https://pypi.org/project/prettytable,2021-03-02 19:34:23.000,0.0,3308639.0,3313122.0,https://anaconda.org/conda-forge/prettytable,2021-03-02 22:49:12.885,264536.0,2.0,1.0,,,,,,,,,
68,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 23:49:37.000,40.0,33.0,397.0,2017-01-26 22:13:14.000,0.6.1,11.0,21.0,,conda-forge/mccabe,mccabe,7.0,142.0,222141.0,191131.0,https://pypi.org/project/mccabe,2017-01-26 22:13:14.000,31010.0,17912352.0,17955814.0,https://anaconda.org/conda-forge/mccabe,2018-07-08 18:43:04.536,2564288.0,1.0,,,,,,,,,,
69,hacking,https://github.com/openstack/hacking,,OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org.,linters,29,True,openstack/hacking,https://github.com/openstack/hacking,Apache-2.0,2013-03-26 21:09:28.000,2021-05-03 07:19:25.000,2021-05-03 02:35:11.000,66.0,,217.0,2021-04-21 10:37:50.000,4.1.0,37.0,179.0,['flake8'],,hacking,,1049.0,8690.0,,https://pypi.org/project/hacking,2021-04-21 10:37:50.000,8690.0,439761.0,439761.0,,,,2.0,-1.0,,,,,,,,,
70,PySnooper,https://github.com/cool-RR/PySnooper,,Never use print for debugging again.,debugging,28,True,cool-RR/PySnooper,https://github.com/cool-RR/PySnooper,MIT,2019-04-18 13:55:43.000,2021-04-04 12:13:54.000,2021-04-04 12:13:54.000,888.0,92.0,14392.0,2020-09-14 09:47:00.000,0.4.2,53.0,25.0,,conda-forge/pysnooper,pysnooper,18.0,292.0,429.0,383.0,https://pypi.org/project/pysnooper,2020-09-14 09:47:00.000,46.0,77802.0,79259.0,https://anaconda.org/conda-forge/pysnooper,2021-02-27 21:29:24.034,34975.0,1.0,,,,,,,,,,
71,pyright,https://github.com/microsoft/pyright,,Static type checker for Python.,linters,28,True,Microsoft/pyright,https://github.com/microsoft/pyright,MIT,2019-03-12 03:38:46.000,2021-05-06 02:55:32.000,2021-05-06 02:54:14.000,317.0,1501.0,6639.0,2021-05-04 23:16:24.000,1.1.137,221.0,55.0,,,,8.0,3397.0,76.0,72.0,,,,,73553.0,,,,2.0,,,,,pyright,https://www.npmjs.com/package/pyright,2021-05-04 23:09:10.318,4.0,73553.0,
72,line_profiler,https://github.com/pyutils/line_profiler,,Line-by-line profiling for Python.,profiling,28,True,pyutils/line_profiler,https://github.com/pyutils/line_profiler,BSD-3-Clause,2016-05-26 17:37:38.151,2021-05-05 18:23:50.000,2021-05-05 18:23:50.000,250.0,11.0,3521.0,2021-04-30 19:15:30.000,3.2.5,8.0,23.0,,conda-forge/line_profiler,line_profiler,30.0,158.0,692.0,,https://pypi.org/project/line_profiler,2017-12-20 02:30:37.000,692.0,418931.0,421830.0,https://anaconda.org/conda-forge/line_profiler,2021-05-01 02:19:56.551,173979.0,2.0,,,,,,,,,,
73,mimesis,https://github.com/lk-geimfari/mimesis,,"Mimesis is a high-performance fake data generator for Python, which provides data for a variety of purposes in a..",testing,28,True,lk-geimfari/mimesis,https://github.com/lk-geimfari/mimesis,MIT,2016-09-09 21:41:22.000,2021-05-05 10:01:14.000,2021-04-30 07:22:02.000,274.0,276.0,3288.0,2020-12-21 11:12:37.000,4.1.3,30.0,106.0,,,mimesis,8.0,1958.0,84.0,,https://pypi.org/project/mimesis,2020-12-21 11:12:37.000,84.0,119097.0,119099.0,,,,2.0,,155.0,,,,,,,,
74,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 20:52:08.000,2021-05-05 18:30:03.000,2021-05-05 18:30:00.000,189.0,314.0,3258.0,2021-05-04 22:32:03.000,2021.5.4,97.0,61.0,,conda-forge/pytype,pytype,99.0,4254.0,88.0,,https://pypi.org/project/pytype,2021-05-04 22:32:03.000,88.0,119454.0,123075.0,https://anaconda.org/conda-forge/pytype,2020-10-13 18:48:00.617,43459.0,2.0,,,,,,,,,,
75,structlog,https://github.com/hynek/structlog,,Structured Logging for Python.,logging,28,True,hynek/structlog,https://github.com/hynek/structlog,MIT,2013-08-13 15:55:58.000,2021-05-06 05:15:10.000,2021-05-06 05:14:50.000,135.0,148.0,1481.0,2021-02-18 16:17:00.000,21.1.0,23.0,72.0,,conda-forge/structlog,structlog,33.0,,4365.0,3159.0,https://pypi.org/project/structlog,2021-02-18 16:06:29.000,1206.0,2019726.0,2021522.0,https://anaconda.org/conda-forge/structlog,2021-02-22 14:39:08.894,104220.0,2.0,,,,,,,,,,
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 18:58:58.000,2021-04-20 16:58:00.000,2021-03-09 07:24:38.000,92.0,131.0,1211.0,2021-03-07 10:46:49.000,4.4.0,47.0,43.0,,conda-forge/radon,radon,20.0,508.0,2833.0,1735.0,https://pypi.org/project/radon,2021-03-09 07:30:44.000,1098.0,289627.0,290295.0,https://anaconda.org/conda-forge/radon,2020-09-18 20:13:31.841,28761.0,2.0,,,,,,,,,,
77,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 22:55:54.000,2021-05-05 18:53:59.000,2021-04-18 13:30:12.000,390.0,110.0,1204.0,,,8.0,75.0,,conda-forge/pyelftools,pyelftools,54.0,568.0,2954.0,2070.0,https://pypi.org/project/pyelftools,2020-10-27 13:45:19.000,884.0,759014.0,760034.0,https://anaconda.org/conda-forge/pyelftools,2020-10-27 16:16:13.901,63286.0,1.0,,,,,,,,,,
78,scons,https://github.com/SCons/scons,,SCons - a software construction tool.,build-tools,28,True,SCons/scons,https://github.com/SCons/scons,MIT,2017-03-23 22:12:34.579,2021-05-05 23:45:38.000,2021-05-04 03:28:06.000,211.0,2637.0,1137.0,2021-01-19 22:02:05.000,4.1.0,14.0,133.0,,conda-forge/scons,scons,664.0,7115.0,50.0,,https://pypi.org/project/scons,2019-12-17 02:49:51.000,50.0,198211.0,201871.0,https://anaconda.org/conda-forge/scons,2021-01-20 08:05:53.549,182356.0,2.0,,350.0,,,,,,,,
79,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 13:22:56.000,2021-04-28 19:57:23.000,2021-04-28 19:57:23.000,82.0,68.0,999.0,2021-01-15 19:34:46.000,1.10.3,38.0,35.0,,conda-forge/safety,safety,44.0,372.0,2383.0,1839.0,https://pypi.org/project/safety,2021-01-15 19:34:46.000,544.0,564826.0,568584.0,https://anaconda.org/conda-forge/safety,2021-01-15 20:54:00.958,17085.0,2.0,,42668.0,,,,,,,,
80,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 16:12:03.000,141.0,45.0,963.0,2020-10-12 16:26:53.000,2.0.1,19.0,43.0,,conda-forge/python-json-logger,python-json-logger,17.0,179.0,15564.0,14646.0,https://pypi.org/project/python-json-logger,2020-10-12 16:26:53.000,918.0,2985376.0,2998262.0,https://anaconda.org/conda-forge/python-json-logger,2020-10-12 23:31:31.855,631445.0,2.0,,,,,,,,,,
81,colorlog,https://github.com/borntyping/python-colorlog,,A colored formatter for the python logging module.,logging,28,True,borntyping/python-colorlog,https://github.com/borntyping/python-colorlog,MIT,2012-09-05 17:57:21.000,2021-04-14 16:26:06.310,2021-04-14 13:38:51.000,72.0,61.0,686.0,2021-04-13 13:51:48.000,5.0.1,57.0,29.0,,conda-forge/colorlog,colorlog,1.0,,13314.0,9648.0,https://pypi.org/project/colorlog,2021-04-13 20:16:16.000,3666.0,4354187.0,4359907.0,https://anaconda.org/conda-forge/colorlog,2021-04-14 16:26:06.310,348974.0,2.0,,,,,,,,,,
82,progressbar2,https://github.com/WoLpH/python-progressbar,,Progressbar 2 - A progress bar for Python 2 and Python 3 - pip install progressbar2.,logging,28,True,WoLpH/python-progressbar,https://github.com/WoLpH/python-progressbar,BSD-3-Clause,2012-02-20 06:19:21.000,2021-03-15 00:40:40.000,2021-03-15 00:40:40.000,91.0,179.0,686.0,2020-09-09 13:36:59.000,3.53.1,94.0,38.0,,conda-forge/progressbar2,progressbar2,9.0,867.0,11056.0,8860.0,https://pypi.org/project/progressbar2,2020-09-09 13:28:47.000,2196.0,931005.0,935923.0,https://anaconda.org/conda-forge/progressbar2,2020-09-09 14:31:33.844,268672.0,2.0,,1568.0,,,,,,,,
83,nose2,https://github.com/nose-devs/nose2,,"The successor to nose, based on unittest2.",testing,28,True,nose-devs/nose2,https://github.com/nose-devs/nose2,BSD-3-Clause,2011-12-14 15:33:15.000,2021-03-10 16:59:07.000,2021-03-10 16:59:06.000,131.0,196.0,678.0,2021-01-27 21:57:28.000,0.10.0,26.0,71.0,,conda-forge/nose2,nose2,55.0,990.0,5621.0,3683.0,https://pypi.org/project/nose2,2021-01-27 21:57:28.000,1938.0,307852.0,308677.0,https://anaconda.org/conda-forge/nose2,2020-02-02 06:02:02.004,29704.0,2.0,,,,,,,,,,
84,astor,https://github.com/berkerpeksag/astor,,Python AST read/write.,ast,28,True,berkerpeksag/astor,https://github.com/berkerpeksag/astor,BSD-3-Clause,2012-09-19 23:02:51.000,2021-03-15 17:27:04.000,2021-03-15 17:27:04.000,80.0,72.0,578.0,2019-12-10 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 01:50:33.000,3756.0,3259778.0,3282725.0,https://anaconda.org/conda-forge/astor,2020-07-01 13:36:26.971,1124445.0,2.0,1.0,,,,,,,,,
85,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 21:47:18.000,2021-05-05 17:00:51.000,2021-03-29 11:37:20.000,170.0,203.0,511.0,2021-03-08 07:25:44.000,2.13.4,103.0,89.0,,,zc.buildout,138.0,1616.0,1974.0,,https://pypi.org/project/zc.buildout,2021-03-09 08:12:12.000,1974.0,105348.0,105348.0,,,,2.0,,,,,,,,,,
86,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 10:09:38.000,99.0,149.0,461.0,2021-04-09 06:40:49.000,2.4.3,49.0,58.0,['pylint'],conda-forge/pylint-django,pylint-django,24.0,547.0,15416.0,13170.0,https://pypi.org/project/pylint-django,2021-04-09 06:39:56.000,2246.0,619853.0,621217.0,https://anaconda.org/conda-forge/pylint-django,2021-01-12 09:07:20.984,77245.0,2.0,,180.0,,,,,,,,
87,ddt,https://github.com/datadriventests/ddt,,Data-Driven Tests for Python Unittest.,testing,28,True,datadriventests/ddt,https://github.com/datadriventests/ddt,MIT,2012-02-11 22:57:10.000,2021-03-12 20:36:06.000,2021-03-12 20:34:54.000,96.0,30.0,382.0,2021-03-12 20:36:06.000,1.4.2,26.0,34.0,,conda-forge/ddt,ddt,17.0,211.0,5963.0,3479.0,https://pypi.org/project/ddt,2020-05-15 02:43:35.000,2484.0,299185.0,300344.0,https://anaconda.org/conda-forge/ddt,2020-05-15 03:17:11.932,57951.0,2.0,,,,,,,,,,
88,Nuitka,https://github.com/Nuitka/Nuitka,,"Nuitka is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.3, 3.4, 3.5, 3.6, 3.7,..",packaging,27,True,Nuitka/Nuitka,https://github.com/Nuitka/Nuitka,Apache-2.0,2013-04-23 15:40:33.000,2021-05-05 05:45:00.000,2021-05-04 07:36:53.000,282.0,709.0,4144.0,2021-04-15 16:56:28.000,0.6.14,148.0,93.0,,conda-forge/nuitka,nuitka,186.0,7654.0,54.0,,https://pypi.org/project/nuitka,2021-05-04 07:53:23.000,54.0,21650.0,26114.0,https://anaconda.org/conda-forge/nuitka,2021-05-04 11:35:24.060,272336.0,2.0,,,,,,,,,,
89,coala,https://github.com/coala/coala,,"coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming..",linters,27,True,coala/coala,https://github.com/coala/coala,AGPL-3.0,2014-05-15 11:35:34.000,2021-04-17 20:06:14.000,2021-04-17 17:58:48.000,1356.0,2369.0,3186.0,2017-05-30 10:07:57.000,0.11.1,730.0,481.0,,,coala-bears,846.0,4484.0,218.0,10.0,https://pypi.org/project/coala-bears,2017-11-10 21:04:50.000,208.0,4538.0,4539.0,,,,2.0,-1.0,135.0,,,,,,,,
90,memory-profiler,https://github.com/pythonprofilers/memory_profiler,,Monitor Memory usage of Python code.,profiling,27,True,pythonprofilers/memory_profiler,https://github.com/pythonprofilers/memory_profiler,BSD-3-Clause,2011-10-14 11:56:14.000,2021-04-19 19:16:50.000,2021-04-19 19:16:50.000,309.0,99.0,2891.0,2018-08-16 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 03:16:49.000,534.0,277382.0,277382.0,,,,2.0,,,,,,,,,,
91,pyinstrument,https://github.com/joerick/pyinstrument,,Call stack profiler for Python. Shows you why your code is slow!.,profiling,27,True,joerick/pyinstrument,https://github.com/joerick/pyinstrument,BSD-3-Clause,2014-03-13 17:53:13.000,2021-05-03 13:06:12.737,2021-05-03 09:03:51.000,104.0,60.0,2739.0,2021-05-03 09:06:06.000,3.4.2,29.0,27.0,,conda-forge/pyinstrument,pyinstrument,19.0,470.0,385.0,249.0,https://pypi.org/project/pyinstrument,2021-05-03 09:06:06.000,136.0,152247.0,153474.0,https://anaconda.org/conda-forge/pyinstrument,2021-05-03 13:06:12.737,68749.0,2.0,,,,,,,,,,
92,pudb,https://github.com/inducer/pudb,,Full-screen console debugger for Python.,debugging,27,True,inducer/pudb,https://github.com/inducer/pudb,MIT,2011-05-13 23:44:30.000,2021-04-29 23:03:19.000,2021-04-29 23:03:18.000,174.0,131.0,2024.0,2017-09-02 18:52:28.000,2017.1.4,68.0,74.0,,conda-forge/pudb,pudb,137.0,,3746.0,2320.0,https://pypi.org/project/pudb,2020-12-21 04:20:59.000,1426.0,642885.0,644582.0,https://anaconda.org/conda-forge/pudb,2020-04-15 19:25:06.154,98475.0,2.0,,,,,,,,,,
93,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 16:54:31.000,592.0,129.0,1610.0,2016-11-25 22:13:29.000,4.0.515,36.0,342.0,,,diamond,226.0,3219.0,86.0,55.0,https://pypi.org/project/diamond,2016-11-25 22:13:29.000,31.0,33068.0,33068.0,,,,2.0,1.0,,,,,,,,,
94,vulture,https://github.com/jendrikseipp/vulture,,Find dead Python code.,refactoring,27,True,jendrikseipp/vulture,https://github.com/jendrikseipp/vulture,MIT,2016-08-11 15:39:58.647,2021-05-03 08:14:55.000,2021-04-29 20:36:37.000,71.0,132.0,1463.0,2021-01-16 17:51:40.000,2.3,42.0,28.0,,conda-forge/vulture,vulture,13.0,679.0,1264.0,904.0,https://pypi.org/project/vulture,2021-01-16 17:49:50.000,360.0,116883.0,117630.0,https://anaconda.org/conda-forge/vulture,2020-08-11 23:14:02.062,42629.0,2.0,1.0,,,,,,,,,
95,prospector,https://github.com/PyCQA/prospector,,"Inspects Python source files and provides information about type and location of classes, methods etc.",code-metrics,27,True,PyCQA/prospector,https://github.com/PyCQA/prospector,GPL-2.0,2013-08-05 07:26:30.000,2021-04-27 08:39:16.000,2020-10-21 22:30:57.000,122.0,211.0,1421.0,2020-10-21 22:32:26.000,1.3.1,91.0,67.0,,conda-forge/prospector,prospector,51.0,1051.0,3356.0,2218.0,https://pypi.org/project/prospector,2020-10-21 22:31:43.000,1138.0,457741.0,458155.0,https://anaconda.org/conda-forge/prospector,2020-11-18 00:26:14.628,23610.0,2.0,,,,,,,,,,
96,flit,https://github.com/takluyver/flit,,Simplified packaging of Python modules.,build-tools,27,True,takluyver/flit,https://github.com/takluyver/flit,BSD-3-Clause,2015-03-13 21:22:27.000,2021-05-01 00:36:07.000,2021-04-02 14:17:07.000,69.0,160.0,1410.0,2021-03-01 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 15:37:10.000,226.0,80462.0,82025.0,https://anaconda.org/conda-forge/flit,2021-03-22 11:34:50.479,79716.0,3.0,,,,,,,,,,
97,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 22:21:23.000,2021-05-03 17:57:23.000,2021-05-03 17:57:23.000,126.0,191.0,1007.0,2020-09-04 06:38:01.000,0.33.1,43.0,56.0,,conda-forge/doit,doit,64.0,1361.0,1160.0,694.0,https://pypi.org/project/doit,2020-09-04 06:38:01.000,466.0,142779.0,144027.0,https://anaconda.org/conda-forge/doit,2020-10-11 16:47:23.103,51187.0,3.0,,,,,,,,,,
98,pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,,py.test fixture for benchmarking code.,testing,27,True,ionelmc/pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,BSD-2-Clause,2014-10-10 10:55:33.000,2021-04-29 19:23:45.000,2021-04-17 19:47:14.000,78.0,77.0,751.0,2021-04-17 19:47:26.000,3.4.1,41.0,32.0,['pytest'],conda-forge/pytest-benchmark,pytest-benchmark,71.0,984.0,2478.0,1748.0,https://pypi.org/project/pytest-benchmark,2021-04-17 19:47:26.000,730.0,330964.0,339250.0,https://anaconda.org/conda-forge/pytest-benchmark,2021-04-18 21:19:04.860,513771.0,3.0,,,,,,,,,,
99,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 18:04:51.000,50.0,68.0,700.0,2020-07-06 18:40:33.000,0.9.4,25.0,36.0,['pytest'],conda-forge/pytest-sugar,pytest-sugar,35.0,344.0,11786.0,7206.0,https://pypi.org/project/pytest-sugar,2020-07-06 18:40:33.000,4580.0,503294.0,505438.0,https://anaconda.org/conda-forge/pytest-sugar,2020-09-18 13:41:24.029,96518.0,3.0,,,,,,,,,,
100,pep8-naming,https://github.com/PyCQA/pep8-naming,,Naming Convention checker for Python.,linters,27,False,PyCQA/pep8-naming,https://github.com/PyCQA/pep8-naming,Saxpath,2013-02-09 18:32:52.000,2021-05-01 15:45:56.000,2021-05-01 15:45:56.000,49.0,64.0,298.0,2020-06-16 23:48:52.000,0.11.1,21.0,27.0,,conda-forge/pep8-naming,pep8-naming,13.0,224.0,9308.0,6280.0,https://pypi.org/project/pep8-naming,2020-06-16 23:48:52.000,3028.0,838422.0,841366.0,https://anaconda.org/conda-forge/pep8-naming,2020-07-01 03:49:33.929,185519.0,2.0,,,,,,,,,,
101,astunparse,https://github.com/simonpercivall/astunparse,,An AST unparser for Python.,ast,27,False,simonpercivall/astunparse,https://github.com/simonpercivall/astunparse,BSD-3-Clause,2014-03-31 15:34:54.000,2021-01-15 07:40:29.426,2019-12-22 18:11:19.000,39.0,21.0,160.0,2019-12-22 18:12:11.000,1.6.3,11.0,10.0,,conda-forge/astunparse,astunparse,18.0,86.0,18308.0,18126.0,https://pypi.org/project/astunparse,2019-12-22 18:12:11.000,182.0,3966277.0,3971004.0,https://anaconda.org/conda-forge/astunparse,2021-01-15 07:40:29.426,222182.0,3.0,,,,,,,,,,
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 06:57:52.000,2021-05-06 12:06:07.000,2021-05-06 12:06:06.000,2035.0,1016.0,23280.0,2021-05-01 05:42:11.000,1.2.27,40.0,319.0,,,pyenv,265.0,2531.0,1.0,,https://pypi.org/project/pyenv,2019-01-12 14:49:22.000,1.0,6761.0,6761.0,,,,2.0,,,,,,,,,,
103,sqlmap,https://github.com/sqlmapproject/sqlmap,,Automatic SQL injection and database takeover tool.,security,26,True,sqlmapproject/sqlmap,https://github.com/sqlmapproject/sqlmap,GPL-3.0,2012-06-26 09:52:15.000,2021-05-01 11:25:09.000,2021-05-01 11:25:00.000,4233.0,4253.0,20016.0,2021-03-03 22:08:16.000,1.5.3,67.0,106.0,,,sqlmap,48.0,9764.0,8.0,,https://pypi.org/project/sqlmap,2021-05-01 09:40:03.000,8.0,6283.0,6283.0,,,,2.0,,,,,,,,,,
104,pex,https://github.com/pantsbuild/pex,,A library and tool for generating .pex (Python EXecutable) files.,packaging,26,True,pantsbuild/pex,https://github.com/pantsbuild/pex,Apache-2.0,2014-07-21 17:06:12.000,2021-05-01 03:56:42.000,2021-04-29 22:45:11.000,193.0,552.0,1861.0,2021-04-29 23:00:08.000,2.1.42,131.0,98.0,,,pex,133.0,,230.0,,https://pypi.org/project/pex,2021-04-29 23:00:51.000,230.0,141039.0,146433.0,,,,2.0,,291287.0,,,,,,,,
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 11:38:06.000,2021-05-05 22:09:32.000,2020-10-18 16:56:10.000,234.0,389.0,1297.0,2020-10-06 16:13:40.000,0.12.10,613.0,35.0,,,pybuilder,87.0,1284.0,110.0,,https://pypi.org/project/pybuilder,2021-05-05 22:09:32.000,110.0,18010.0,18010.0,,,,3.0,,,,,,,,,,
106,pytest-bdd,https://github.com/pytest-dev/pytest-bdd,,BDD library for the py.test runner.,testing,26,True,pytest-dev/pytest-bdd,https://github.com/pytest-dev/pytest-bdd,MIT,2013-03-29 07:27:43.000,2021-04-29 11:51:57.000,2021-04-29 11:51:53.000,130.0,128.0,806.0,2020-12-07 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 12:41:15.000,268.0,180874.0,181925.0,https://anaconda.org/conda-forge/pytest-bdd,2020-02-03 16:53:59.114,25229.0,3.0,,,,,,,,,,
107,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 13:42:16.000,2021-05-04 19:34:03.000,2021-04-30 20:58:34.000,41.0,108.0,733.0,2019-10-04 12:04:09.000,0.10.2,25.0,39.0,,conda-forge/pdbpp,pdbpp,54.0,685.0,3053.0,2025.0,https://pypi.org/project/pdbpp,2019-10-04 12:04:09.000,1028.0,218524.0,219765.0,https://anaconda.org/conda-forge/pdbpp,2019-05-07 20:32:36.208,55867.0,2.0,,,,,,,,,,
108,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 04:25:32.000,74.0,160.0,696.0,2021-04-28 04:27:10.000,3.2.6,140.0,37.0,,conda-forge/green,green,3.0,1041.0,933.0,575.0,https://pypi.org/project/green,2021-04-28 04:27:10.000,358.0,15273.0,16991.0,https://anaconda.org/conda-forge/green,2020-11-12 18:09:27.157,75610.0,3.0,,,,,,,,,,
109,Yappi,https://github.com/sumerc/yappi,,"Yet Another Python Profiler, but this time thread&coroutine&greenlet aware.",profiling,26,True,sumerc/yappi,https://github.com/sumerc/yappi,MIT,2009-10-07 20:46:30.000,2021-03-23 08:19:22.000,2021-03-23 08:19:22.000,43.0,32.0,617.0,2020-11-27 15:28:40.000,1.3.2,17.0,22.0,,conda-forge/yappi,yappi,11.0,639.0,1033.0,393.0,https://pypi.org/project/yappi,2020-11-27 15:28:40.000,640.0,208296.0,209891.0,https://anaconda.org/conda-forge/yappi,2020-11-28 16:22:51.992,74970.0,3.0,-1.0,,,,,,,,,
110,setuptools_scm,https://github.com/pypa/setuptools_scm,,the blessed package to manage your versions by scm tags.,build-tools,26,True,pypa/setuptools_scm,https://github.com/pypa/setuptools_scm,MIT,2015-07-01 17:57:56.000,2021-05-03 17:06:16.000,2021-05-03 17:06:16.000,135.0,259.0,455.0,2020-12-13 22:17:40.000,5.0.1,47.0,84.0,,conda-forge/setuptools_scm,setuptools_scm,68.0,,694.0,,https://pypi.org/project/setuptools_scm,2018-08-09 06:35:57.000,694.0,13497357.0,13507564.0,https://anaconda.org/conda-forge/setuptools_scm,2021-03-17 16:05:30.451,632862.0,3.0,,,,,,,,,,
111,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 13:09:55.000,36.0,49.0,413.0,2018-04-29 22:06:15.000,9.3.1,62.0,16.0,,,coloredlogs,23.0,271.0,9625.0,7529.0,https://pypi.org/project/coloredlogs,2020-12-10 13:10:51.000,2096.0,1584857.0,1584857.0,,,,3.0,,,,,,,,,,
112,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 03:40:17.000,2021-04-27 14:08:55.000,2020-12-27 17:36:40.000,41.0,32.0,375.0,2019-08-04 15:14:24.000,1.3.1,36.0,17.0,,conda-forge/autoflake,autoflake,24.0,439.0,2724.0,2144.0,https://pypi.org/project/autoflake,2019-08-04 15:14:24.000,580.0,928842.0,933004.0,https://anaconda.org/conda-forge/autoflake,2019-04-25 16:08:45.978,104069.0,2.0,,,,,,,,,,
113,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 20:41:41.000,2021-04-17 15:28:26.000,2021-04-15 00:19:06.000,65.0,70.0,334.0,2020-10-12 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 20:37:53.000,1380.0,289624.0,293608.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2021-04-15 04:06:00.666,167359.0,2.0,,,,,,,,,,
114,darglint,https://github.com/terrencepreilly/darglint,,A python documentation linter which checks that the docstring description matches the definition.,linters,26,True,terrencepreilly/darglint,https://github.com/terrencepreilly/darglint,MIT,2017-09-25 14:11:21.000,2021-04-20 18:35:00.000,2021-04-04 23:02:21.000,23.0,90.0,304.0,2021-02-22 05:24:56.000,1.7.0,47.0,21.0,,conda-forge/darglint,darglint,37.0,495.0,417.0,397.0,https://pypi.org/project/darglint,2021-02-22 05:24:56.000,20.0,164996.0,165572.0,https://anaconda.org/conda-forge/darglint,2021-04-05 00:44:14.308,11537.0,2.0,,,,,,,,,,
115,pytest-mypy,https://github.com/dbader/pytest-mypy,,Mypy static type checker plugin for Pytest.,testing,26,True,dbader/pytest-mypy,https://github.com/dbader/pytest-mypy,MIT,2016-09-29 14:39:23.000,2021-03-21 15:51:09.000,2021-03-21 15:48:31.000,31.0,34.0,187.0,2021-03-21 15:51:09.000,0.8.1,17.0,15.0,['pytest'],conda-forge/pytest-mypy,pytest-mypy,9.0,216.0,1294.0,1028.0,https://pypi.org/project/pytest-mypy,2021-03-21 15:51:09.000,266.0,307149.0,307744.0,https://anaconda.org/conda-forge/pytest-mypy,2020-11-24 14:50:18.057,8935.0,3.0,,,,,,,,,,
116,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,4.0,80.0,57680.0,54292.0,https://pypi.org/project/gast,2020-08-07 21:45:21.000,3388.0,7182450.0,7212214.0,https://anaconda.org/conda-forge/gast,2020-08-07 22:36:47.303,1071514.0,3.0,,,,,,,,,,
117,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 03:19:25.000,2021-04-25 20:32:01.000,2020-12-21 02:51:39.000,457.0,155.0,7929.0,2020-12-21 03:07:33.000,0.14.0.2,90.0,35.0,,,gdbgui,110.0,420.0,88.0,86.0,https://pypi.org/project/gdbgui,2020-12-21 02:53:00.000,2.0,86401.0,86739.0,,,,3.0,,3386.0,,,,,,,,
118,playwright-python,https://github.com/microsoft/playwright-python,,Python version of the Playwright testing and automation library.,testing,25,True,microsoft/playwright-python,https://github.com/microsoft/playwright-python,Apache-2.0,2020-07-01 15:28:13.000,2021-05-06 12:09:40.000,2021-05-04 10:08:25.000,373.0,293.0,4466.0,2021-03-24 21:32:03.000,1.10.0,49.0,19.0,,,playwright,16.0,336.0,187.0,187.0,https://pypi.org/project/playwright,2021-03-10 21:12:55.000,0.0,47212.0,47212.0,,,,3.0,,,,,,,,,,
119,mamba,https://github.com/mamba-org/mamba,,The Fast Cross-Platform Package Manager.,dependency-managers,25,True,mamba-org/mamba,https://github.com/mamba-org/mamba,BSD-3-Clause,2019-03-05 13:05:10.000,2021-05-03 12:45:57.223,2021-05-03 08:14:35.000,84.0,307.0,1535.0,,,70.0,47.0,,conda-forge/mamba,,125.0,1232.0,311.0,311.0,,,,,29107.0,https://anaconda.org/conda-forge/mamba,2021-05-03 12:45:57.223,756800.0,3.0,,,,,,,,,,
120,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 04:11:53.000,2021-05-06 02:08:14.000,2021-05-06 02:08:08.000,131.0,478.0,928.0,2021-04-28 07:53:46.000,6.7.0,220.0,14.0,,,pyarmor,7.0,3088.0,196.0,186.0,https://pypi.org/project/pyarmor,2021-04-28 07:53:45.000,10.0,89711.0,89711.0,,,,3.0,,18.0,,,,,,,,
121,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 18:20:19.000,77.0,53.0,774.0,2019-04-10 18:20:47.000,7.7.1,99.0,41.0,,,pylama,72.0,689.0,3341.0,2337.0,https://pypi.org/project/pylama,2019-04-10 18:20:47.000,1004.0,99422.0,99422.0,,,,3.0,,,,,,,,,,
122,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 23:35:16.000,2021-04-22 07:43:52.000,2020-10-15 19:16:49.000,67.0,46.0,763.0,2016-03-31 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 20:27:50.000,478.0,297798.0,301103.0,https://anaconda.org/conda-forge/pympler,2020-10-14 22:08:39.935,165268.0,3.0,,,,,,,,,,
123,typeguard,https://github.com/agronholm/typeguard,,Run-time type checker for Python.,debugging,25,True,agronholm/typeguard,https://github.com/agronholm/typeguard,MIT,2015-12-27 23:15:37.000,2021-04-23 16:15:47.000,2021-04-01 17:47:35.000,57.0,113.0,638.0,2021-04-01 18:09:22.000,2.12.0,40.0,17.0,,conda-forge/typeguard,typeguard,35.0,235.0,158.0,,https://pypi.org/project/typeguard,2021-04-01 18:09:22.000,158.0,1818030.0,1819371.0,https://anaconda.org/conda-forge/typeguard,2021-04-01 19:27:48.947,37548.0,3.0,,,,,,,,,,
124,asv,https://github.com/airspeed-velocity/asv,,Airspeed Velocity: A simple Python benchmarking tool with web-based reporting.,testing,25,True,airspeed-velocity/asv,https://github.com/airspeed-velocity/asv,BSD-3-Clause,2013-11-07 20:43:31.000,2021-03-25 19:51:14.000,2021-03-25 19:51:14.000,129.0,300.0,580.0,2020-05-16 12:35:26.000,0.4.2,16.0,53.0,,conda-forge/asv,asv,111.0,1889.0,237.0,149.0,https://pypi.org/project/asv,2020-05-16 12:33:41.000,88.0,14489.0,22257.0,https://anaconda.org/conda-forge/asv,2021-02-16 18:17:19.627,403980.0,3.0,,,,,,,,,,
125,sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,,Sphinx Bootstrap Theme.,documentation,25,False,ryan-roemer/sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,MIT,2011-12-07 14:53:00.000,2021-01-13 12:56:13.000,2019-09-25 19:17:09.000,203.0,78.0,576.0,2019-03-29 17:57:28.000,0.7.1,56.0,37.0,['sphinx'],,sphinx-bootstrap-theme,57.0,393.0,2969.0,1993.0,https://pypi.org/project/sphinx-bootstrap-theme,2019-03-29 17:57:28.000,976.0,38763.0,38763.0,,,,2.0,,,,,,,,,,
126,PyHamcrest,https://github.com/hamcrest/PyHamcrest,,Hamcrest matchers for Python.,testing,25,True,hamcrest/PyHamcrest,https://github.com/hamcrest/PyHamcrest,BSD-3-Clause,2010-12-24 02:55:56.000,2021-03-12 17:18:45.000,2021-03-08 10:35:21.000,81.0,48.0,544.0,2020-03-02 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 14:42:32.000,3392.0,1031149.0,1037005.0,https://anaconda.org/conda-forge/pyhamcrest,2020-03-02 15:36:14.195,351405.0,3.0,,,,,,,,,,
127,paver,https://github.com/paver/paver,,Python-based project scripting.,build-tools,25,True,paver/paver,https://github.com/paver/paver,BSD-3-Clause,2010-11-11 09:43:52.000,2021-04-30 11:53:47.000,2021-04-30 11:53:35.000,76.0,92.0,441.0,2017-12-31 01:13:41.000,1.3.4,28.0,44.0,,conda-forge/paver,paver,37.0,533.0,1908.0,,https://pypi.org/project/paver,2017-12-31 01:13:41.000,1908.0,37883.0,38279.0,https://anaconda.org/conda-forge/paver,2018-07-24 12:48:36.122,21399.0,3.0,,,,,,,,,,
128,mypy-protobuf,https://github.com/dropbox/mypy-protobuf,,open source tools to generate mypy stubs from protobufs.,linters,25,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 22:40:31.000,53.0,58.0,347.0,,,29.0,27.0,,,mypy-protobuf,12.0,252.0,240.0,216.0,https://pypi.org/project/mypy-protobuf,2021-02-04 23:42:23.000,24.0,576176.0,576176.0,,,,3.0,,,,,,,,,,
129,sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,,Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a livereload enabled..,documentation,25,True,executablebooks/sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,MIT,2013-12-25 17:09:56.000,2021-03-14 17:15:24.297,2021-03-14 13:43:08.000,47.0,44.0,322.0,2021-03-14 13:46:47.000,2021.3.14,15.0,17.0,['sphinx'],conda-forge/sphinx-autobuild,sphinx-autobuild,11.0,,4682.0,,https://pypi.org/project/sphinx-autobuild,2021-03-14 13:46:47.000,4682.0,158890.0,159942.0,https://anaconda.org/conda-forge/sphinx-autobuild,2021-03-14 17:15:24.297,51554.0,2.0,,,,,,,,,,
130,flake8-import-order,https://github.com/PyCQA/flake8-import-order,,Flake8 plugin that checks import order against various Python Style Guides.,linters,25,True,PyCQA/flake8-import-order,https://github.com/PyCQA/flake8-import-order,LGPL-3.0,2014-03-16 12:46:09.000,2021-03-12 04:22:24.000,2020-08-04 12:21:12.000,61.0,85.0,236.0,2019-03-04 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 08:39:11.000,1892.0,375805.0,379284.0,https://anaconda.org/conda-forge/flake8-import-order,2019-03-06 03:48:48.199,187876.0,3.0,,,,,,,,,,
131,check-manifest,https://github.com/mgedmin/check-manifest,,Tool to check the completeness of MANIFEST.in for Python packages.,linters,25,True,mgedmin/check-manifest,https://github.com/mgedmin/check-manifest,MIT,2013-03-05 15:27:20.000,2021-04-22 19:51:35.000,2021-04-22 19:51:21.000,30.0,70.0,226.0,,,40.0,19.0,,conda-forge/check-manifest,check-manifest,15.0,520.0,6634.0,4830.0,https://pypi.org/project/check-manifest,2021-01-04 14:37:14.000,1804.0,205872.0,206785.0,https://anaconda.org/conda-forge/check-manifest,2021-01-04 16:36:49.618,26488.0,3.0,,,,,,,,,,
132,flake8-quotes,https://github.com/zheller/flake8-quotes,,Flake8 extension for checking quotes in python.,linters,25,True,zheller/flake8-quotes,https://github.com/zheller/flake8-quotes,MIT,2014-03-10 00:05:08.000,2020-06-06 07:55:44.000,2020-05-12 23:46:18.000,33.0,39.0,126.0,2020-05-12 23:46:28.000,3.2.0,37.0,28.0,['flake8'],conda-forge/flake8-quotes,flake8-quotes,3.0,99.0,4449.0,3045.0,https://pypi.org/project/flake8-quotes,2020-05-12 23:46:28.000,1404.0,534473.0,542406.0,https://anaconda.org/conda-forge/flake8-quotes,2020-05-13 00:39:59.431,444288.0,3.0,,,,,,,,,,
133,MonkeyType,https://github.com/Instagram/MonkeyType,,A system for Python that generates static type annotations by collecting runtime types.,refactoring,24,True,Instagram/MonkeyType,https://github.com/Instagram/MonkeyType,BSD-3-Clause,2017-07-11 00:19:00.000,2021-04-23 19:11:51.000,2021-04-23 19:11:43.000,126.0,103.0,3347.0,2020-05-18 19:40:30.000,20.5.0,20.0,36.0,,conda-forge/monkeytype,monkeytype,35.0,271.0,151.0,117.0,https://pypi.org/project/monkeytype,2020-05-18 19:40:30.000,34.0,41019.0,41802.0,https://anaconda.org/conda-forge/monkeytype,2020-05-19 00:57:07.937,31327.0,2.0,,,,,,,,,,
134,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 05:54:30.000,2021-05-05 04:06:06.000,2021-01-08 01:36:09.000,88.0,41.0,2317.0,2021-01-08 01:37:28.000,1.6.2,19.0,1.0,,conda-forge/alive-progress,alive-progress,17.0,246.0,279.0,279.0,https://pypi.org/project/alive-progress,2021-01-08 01:37:28.000,0.0,15150.0,15627.0,https://anaconda.org/conda-forge/alive-progress,2021-01-08 03:33:35.990,7169.0,3.0,,,,,,,,,,
135,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 20:49:52.000,2021-04-21 19:45:40.000,2021-04-18 09:44:16.000,272.0,196.0,1886.0,2021-04-18 09:46:10.000,6.3.0,4.0,103.0,['pytest'],,pytest-testinfra,111.0,660.0,0.0,,https://pypi.org/project/pytest-testinfra,2021-03-18 20:54:27.000,0.0,94056.0,94056.0,,,,3.0,,,,,,,,,,
136,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 10:20:18.000,2021-05-03 16:38:59.000,2020-12-30 22:21:45.000,72.0,53.0,1860.0,2019-10-05 13:00:41.000,1.2.1,26.0,14.0,,,notifiers,38.0,377.0,135.0,129.0,https://pypi.org/project/notifiers,2019-10-05 13:00:41.000,6.0,286766.0,286766.0,,,,3.0,,,,,,,,,,
137,uiautomator,https://github.com/xiaocong/uiautomator,,Python wrapper of Android uiautomator test tool.,testing,24,True,xiaocong/uiautomator,https://github.com/xiaocong/uiautomator,MIT,2013-08-18 03:38:50.000,2020-12-29 05:34:09.000,2020-11-16 01:36:32.000,589.0,115.0,1672.0,2020-11-16 03:43:07.000,1.0.2,41.0,13.0,,,uiautomator,171.0,316.0,306.0,184.0,https://pypi.org/project/uiautomator,2020-11-16 03:43:07.000,122.0,10664.0,10664.0,,,,3.0,,,,,,,,,,
138,stackprinter,https://github.com/cknd/stackprinter,,Debugging-friendly exceptions for Python.,logging,24,True,cknd/stackprinter,https://github.com/cknd/stackprinter,MIT,2018-09-05 10:58:47.000,2021-03-18 20:44:50.000,2021-01-01 18:48:26.000,31.0,13.0,1132.0,2020-10-31 13:10:42.000,0.2.5,14.0,6.0,,,stackprinter,9.0,159.0,57.0,53.0,https://pypi.org/project/stackprinter,2020-10-31 13:06:59.000,4.0,79853.0,79853.0,,,,3.0,,,,,,,,,,
139,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 20:36:43.000,48.0,41.0,562.0,2018-05-20 19:52:16.000,4.2.0,17.0,16.0,['pytest'],conda-forge/pytest-watch,pytest-watch,39.0,183.0,2905.0,2123.0,https://pypi.org/project/pytest-watch,2018-05-20 19:52:16.000,782.0,230816.0,231822.0,https://anaconda.org/conda-forge/pytest-watch,2021-01-18 20:02:36.906,40262.0,3.0,,,,,,,,,,
140,nox,https://github.com/theacodes/nox,,Flexible test automation for Python.,testing,24,True,theacodes/nox,https://github.com/theacodes/nox,Apache-2.0,2016-02-24 04:02:58.000,2021-05-02 18:08:04.000,2021-04-24 02:33:57.000,88.0,172.0,535.0,2021-01-01 01:16:23.000,2020.12.31,18.0,57.0,['pytest'],conda-forge/nox,nox,50.0,,581.0,525.0,https://pypi.org/project/nox,2021-01-01 01:16:23.000,56.0,287877.0,288721.0,https://anaconda.org/conda-forge/nox,2021-01-06 20:13:32.270,26165.0,3.0,,,,,,,,,,
141,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 14:52:24.000,28.0,82.0,475.0,2021-04-28 12:52:09.000,1.1.1,35.0,16.0,['pytest'],conda-forge/pytest-testmon,pytest-testmon,28.0,280.0,395.0,297.0,https://pypi.org/project/pytest-testmon,2021-04-28 12:47:25.000,98.0,89367.0,90120.0,https://anaconda.org/conda-forge/pytest-testmon,2019-08-03 00:17:17.063,29389.0,3.0,,,,,,,,,,
142,Mamba Test Runner,https://github.com/nestorsalceda/mamba,,The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD).,testing,24,True,nestorsalceda/mamba,https://github.com/nestorsalceda/mamba,MIT,2013-03-12 18:53:42.000,2021-03-29 16:44:43.000,2020-11-16 12:31:58.000,62.0,52.0,462.0,2020-11-16 12:36:24.000,0.11.2,21.0,22.0,,,mamba,45.0,468.0,220.0,,https://pypi.org/project/mamba,2020-11-16 12:35:41.000,220.0,18495.0,18495.0,,,,3.0,,,,,,,,,,
143,pytest-randomly,https://github.com/pytest-dev/pytest-randomly,,Pytest plugin to randomly order tests and control random.seed.,testing,24,True,pytest-dev/pytest-randomly,https://github.com/pytest-dev/pytest-randomly,MIT,2016-04-08 15:48:10.000,2021-05-06 12:47:07.000,2021-05-03 21:37:50.000,22.0,34.0,309.0,2021-04-11 10:01:58.000,3.7.0,22.0,15.0,,,pytest-randomly,7.0,,214.0,,https://pypi.org/project/pytest-randomly,2021-04-11 10:01:58.000,214.0,593354.0,593354.0,,,,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 13:16:35.000,2021-04-24 13:15:25.000,2021-04-24 12:57:17.000,35.0,67.0,224.0,2021-04-24 13:10:04.000,0.10.4.0,10.0,14.0,,,py2exe,5.0,965.0,1457.0,1111.0,https://pypi.org/project/py2exe,2021-04-24 13:15:25.000,346.0,41022.0,41368.0,,,,2.0,,8998.0,,,,,,,,
145,docformatter,https://github.com/myint/docformatter,,Formats docstrings to follow PEP 257.,formatters,24,True,myint/docformatter,https://github.com/myint/docformatter,MIT,2012-05-26 21:40:48.000,2021-04-15 20:42:40.000,2020-12-27 18:10:35.000,30.0,22.0,212.0,2019-11-10 16:23:03.000,1.3.1,48.0,15.0,,,docformatter,27.0,441.0,685.0,575.0,https://pypi.org/project/docformatter,2020-12-27 18:11:12.000,110.0,67919.0,67919.0,,,,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 11:27:41.000,2021-04-20 13:52:18.000,2021-04-06 08:23:10.000,7.0,195.0,125.0,2021-04-06 08:27:25.000,0.24,39.0,24.0,,,py2app,147.0,598.0,5297.0,3655.0,https://pypi.org/project/py2app,2021-04-06 08:25:30.000,1642.0,20636.0,20636.0,,,,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 22:10:33.000,2021-04-21 18:00:21.000,2021-04-21 18:00:20.000,27.0,42.0,120.0,2021-02-26 19:45:01.000,0.9.23,23.0,17.0,,conda-forge/asteval,asteval,4.0,384.0,777.0,539.0,https://pypi.org/project/asteval,2021-02-26 19:45:01.000,238.0,117053.0,119295.0,https://anaconda.org/conda-forge/asteval,2021-02-27 14:24:12.922,123351.0,3.0,,,,,,,,,,
148,flake8-isort,https://github.com/gforcada/flake8-isort,,flake8 plugin that integrates isort.,linters,24,True,gforcada/flake8-isort,https://github.com/gforcada/flake8-isort,GPL-2.0,2015-09-12 19:25:34.000,2021-04-21 08:08:03.000,2020-08-11 08:04:26.000,35.0,37.0,108.0,2020-08-11 08:04:21.000,4.0.0,31.0,28.0,['flake8'],conda-forge/flake8-isort,flake8-isort,9.0,257.0,3674.0,2746.0,https://pypi.org/project/flake8-isort,2020-08-11 08:04:21.000,928.0,424259.0,424850.0,https://anaconda.org/conda-forge/flake8-isort,2020-08-11 09:43:27.627,11237.0,3.0,,,,,,,,,,
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 01:59:02.000,2021-04-03 03:58:43.000,2021-02-19 04:28:57.000,5.0,16.0,94.0,2021-01-29 16:18:48.000,0.15.4,56.0,5.0,,,xdoctest,16.0,585.0,977.0,925.0,https://pypi.org/project/xdoctest,2021-01-29 16:18:48.000,52.0,71307.0,71307.0,,,,3.0,,,,,,,,,,conda-forge/xdoctest
150,Bpytop,https://github.com/aristocratos/bpytop,,Linux/OSX/FreeBSD resource monitor.,profiling,23,True,aristocratos/bpytop,https://github.com/aristocratos/bpytop,Apache-2.0,2020-07-01 17:41:25.000,2021-05-02 10:13:59.000,2021-05-02 10:13:40.000,244.0,196.0,6375.0,2021-05-02 08:59:00.000,1.0.65,50.0,28.0,,,bpytop,35.0,382.0,,,https://pypi.org/project/bpytop,2021-05-02 08:59:00.000,,11445.0,11445.0,,,,3.0,,,,,,,,,,
151,Scalene,https://github.com/plasma-umass/scalene,,"Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python.",profiling,23,True,emeryberger/scalene,https://github.com/plasma-umass/scalene,Apache-2.0,2019-12-17 20:56:28.000,2021-05-04 13:52:51.000,2021-04-28 20:58:20.000,138.0,78.0,3935.0,2021-04-09 01:28:16.000,1.3.2,97.0,18.0,,,scalene,15.0,1354.0,36.0,36.0,https://pypi.org/project/scalene,2021-04-27 02:59:13.000,0.0,3912.0,3912.0,,,,3.0,,,plasma-umass/scalene,,,,,,,
152,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 16:48:11.000,195.0,41.0,3919.0,2021-01-29 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 16:48:55.000,74.0,38638.0,38638.0,,,,3.0,,,,,,,,,,
153,rebound,https://github.com/shobrook/rebound,,Command-line tool that instantly fetches Stack Overflow results when an exception is thrown.,logging,23,True,shobrook/rebound,https://github.com/shobrook/rebound,MIT,2017-05-29 17:11:25.872,2021-04-22 04:53:12.032,2021-01-04 03:14:37.000,328.0,38.0,3542.0,2021-04-21 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 01:48:52.000,14.0,2210.0,4702.0,https://anaconda.org/conda-forge/rebound,2021-04-22 04:53:12.032,119470.0,3.0,,163.0,,,,,,,,
154,pipx,https://github.com/pipxproject/pipx,,Install and Run Python Applications in Isolated Environments.,dependency-managers,23,True,pipxproject/pipx,https://github.com/pipxproject/pipx,MIT,2018-10-06 18:47:46.000,2021-04-30 02:02:44.000,2021-04-30 02:02:44.000,158.0,310.0,3523.0,2021-04-29 08:09:23.000,0.16.2.1,44.0,55.0,,,pipx,69.0,450.0,4.0,,https://pypi.org/project/pipx,2021-04-29 08:21:41.000,4.0,52643.0,52643.0,,,,3.0,,,,,,,,,,
155,dephell,https://github.com/dephell/dephell,,"Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build..",dependency-managers,23,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 21:31:39.000,98.0,161.0,1700.0,2020-04-28 06:31:17.000,.0.8.3,30.0,37.0,,,dephell,100.0,2145.0,179.0,171.0,https://pypi.org/project/dephell,2020-04-28 06:29:24.000,8.0,18911.0,18916.0,,,,3.0,,125.0,,,,,,,,
156,Bowler,https://github.com/facebookincubator/Bowler,,Safe code refactoring for modern Python.,refactoring,23,True,facebookincubator/Bowler,https://github.com/facebookincubator/Bowler,MIT,2018-06-07 21:44:17.000,2021-03-01 11:41:45.000,2021-02-21 23:09:11.000,85.0,34.0,1286.0,2020-09-17 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 01:55:39.000,10.0,53904.0,54219.0,https://anaconda.org/conda-forge/bowler,2019-06-12 18:37:14.246,9471.0,2.0,,,,,,,,,,
157,pyupgrade,https://github.com/asottile/pyupgrade,,A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language.,refactoring,23,True,asottile/pyupgrade,https://github.com/asottile/pyupgrade,MIT,2017-02-28 17:50:31.000,2021-05-03 18:00:12.000,2021-05-03 18:00:11.000,62.0,159.0,930.0,2021-05-01 20:38:53.000,2.14.0,90.0,15.0,,conda-forge/pyupgrade,pyupgrade,18.0,642.0,10.0,,https://pypi.org/project/pyupgrade,2021-05-01 20:38:53.000,10.0,111645.0,118865.0,https://anaconda.org/conda-forge/pyupgrade,2021-05-01 22:08:07.962,202180.0,2.0,,,,,,,,,,
158,pdoc,https://github.com/mitmproxy/pdoc,,API Documentation for Python Projects.,documentation,23,True,mitmproxy/pdoc,https://github.com/mitmproxy/pdoc,Unlicense,2013-08-04 21:12:50.000,2021-04-30 16:06:29.000,2021-04-30 15:58:06.000,105.0,153.0,896.0,2021-04-30 16:06:29.000,6.6.0,60.0,29.0,,,pdoc,3.0,,600.0,312.0,https://pypi.org/project/pdoc,2021-04-30 16:06:29.000,288.0,49543.0,49543.0,,,,3.0,,,,,,,,,,
159,pycco,https://github.com/pycco-docs/pycco,,Literate-style documentation generator.,documentation,23,False,pycco-docs/pycco,https://github.com/pycco-docs/pycco,MIT,2010-06-29 07:02:31.000,2021-03-29 17:53:40.000,2019-12-20 19:59:49.000,131.0,28.0,741.0,2018-07-25 01:42:48.000,0.6.0,11.0,36.0,,,pycco,26.0,222.0,443.0,219.0,https://pypi.org/project/pycco,2018-07-25 01:42:48.000,224.0,3331.0,3331.0,,,,3.0,,,,,,,,,,
160,redbaron,https://github.com/PyCQA/redbaron,,Bottom-up approach to refactoring in python.,refactoring,23,False,pycqa/redbaron,https://github.com/PyCQA/redbaron,LGPL-3.0+,2014-03-23 05:34:39.000,2020-12-13 18:51:56.000,2019-08-11 17:42:44.000,66.0,46.0,577.0,2019-03-17 19:03:54.000,0.9.2,15.0,34.0,,,redbaron,59.0,1669.0,449.0,277.0,https://pypi.org/project/redbaron,2019-03-17 18:59:01.000,172.0,33675.0,33675.0,,,,2.0,,,,,,,,,,
161,flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,,A flake8 plugin to help you write better list/set/dict comprehensions.,linters,23,True,adamchainz/flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,MIT,2016-04-05 12:15:56.000,2021-05-03 21:37:48.000,2021-05-03 21:37:47.000,13.0,30.0,270.0,2021-03-18 11:33:43.000,3.4.0,26.0,10.0,['flake8'],conda-forge/flake8-comprehensions,flake8-comprehensions,7.0,,714.0,,https://pypi.org/project/flake8-comprehensions,2021-03-18 11:33:43.000,714.0,515065.0,521079.0,https://anaconda.org/conda-forge/flake8-comprehensions,2021-03-18 22:09:48.074,324780.0,3.0,,,,,,,,,,
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 18:56:12.000,2021-05-04 00:09:37.000,2021-05-04 00:09:31.000,88.0,48.0,4635.0,2021-04-16 18:37:56.000,2.1.0,14.0,13.0,,,icecream,18.0,203.0,6.0,,https://pypi.org/project/icecream,2021-01-27 01:30:01.000,6.0,47866.0,47866.0,,,,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 07:47:40.000,165.0,56.0,3737.0,2018-06-24 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 13:31:59.000,18.0,2989.0,2989.0,,,,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 21:43:06.000,224.0,75.0,2042.0,2018-11-01 16:02:57.000,0.42,15.0,22.0,,,python-taint,20.0,1576.0,66.0,44.0,https://pypi.org/project/python-taint,2018-11-01 16:02:04.000,22.0,1865.0,1867.0,,,,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 00:01:06.000,2021-04-29 21:15:46.000,2020-08-26 00:32:16.000,185.0,125.0,1687.0,2017-11-22 14:27:35.000,2.7.0,37.0,56.0,,,sixpack,88.0,828.0,12.0,8.0,https://pypi.org/project/sixpack,2017-11-22 14:27:35.000,4.0,294.0,294.0,,,,3.0,,,,,,,,,,
166,cx_Freeze,https://github.com/marcelotduarte/cx_Freeze,,"Create standalone executables from Python scripts, with the same performance and is cross-platform.",packaging,22,True,marcelotduarte/cx_Freeze,https://github.com/marcelotduarte/cx_Freeze,PSF-2.0,2017-01-22 04:25:52.000,2021-05-06 10:24:21.000,2021-05-06 06:43:48.000,153.0,582.0,705.0,2021-04-14 09:46:22.000,6.6,16.0,90.0,,conda-forge/cx_freeze,cx_freeze,54.0,,153.0,,https://pypi.org/project/cx_freeze,2017-12-16 18:09:35.000,153.0,38742.0,41115.0,https://anaconda.org/conda-forge/cx_freeze,2021-04-17 10:45:33.022,66446.0,3.0,,,,,,,,,,
167,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 16:12:50.000,101.0,128.0,696.0,2020-07-03 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 16:28:58.000,88.0,1826.0,1826.0,,,,3.0,,,,,,,,,,
168,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 18:03:16.000,2021-05-06 00:51:38.000,2021-05-04 11:54:10.000,31.0,46.0,605.0,2021-05-04 15:03:38.000,3.3.3,43.0,8.0,,,hunter,35.0,930.0,93.0,59.0,https://pypi.org/project/hunter,2021-05-04 15:03:38.000,34.0,6292.0,6292.0,,,,3.0,,,,,,,,,,
169,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 18:45:35.000,2021-03-26 18:41:23.000,2021-03-26 18:40:56.000,19.0,16.0,527.0,2021-03-26 18:41:23.000,0.3.0,10.0,20.0,,,snoop,11.0,390.0,43.0,35.0,https://pypi.org/project/snoop,2021-03-26 18:41:23.000,8.0,31585.0,31585.0,,,,3.0,,,,,,,,,,
170,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 17:55:02.000,15.0,15.0,311.0,2021-04-08 20:14:54.000,1.8.0,22.0,10.0,,,manhole,5.0,484.0,133.0,67.0,https://pypi.org/project/manhole,2021-04-08 20:14:54.000,66.0,11202.0,11202.0,,,,3.0,,,,,,,,,,
171,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 02:47:14.000,50.0,29.0,256.0,2019-02-25 23:55:38.000,0.8,19.0,31.0,,,baron,46.0,1489.0,260.0,148.0,https://pypi.org/project/baron,2019-02-01 15:17:04.000,112.0,34088.0,34088.0,,,,3.0,,,,,,,,,,
172,interrogate,https://github.com/econchick/interrogate,,Explain yourself! Interrogate a codebase for docstring coverage.,documentation,22,True,econchick/interrogate,https://github.com/econchick/interrogate,MIT,2020-04-24 02:33:25.000,2021-05-03 07:05:55.000,2020-11-03 22:08:37.000,18.0,16.0,255.0,2020-11-03 22:11:18.000,1.3.2,12.0,8.0,,,interrogate,11.0,122.0,514.0,514.0,https://pypi.org/project/interrogate,2020-11-03 22:11:18.000,0.0,65633.0,65633.0,,,,3.0,,,,,,,,,,
173,flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,,Flake8 plugin to find commented out or dead code.,linters,22,True,wemake-services/flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,MIT,2018-09-21 06:58:51.000,2021-05-05 08:05:35.000,2021-05-05 08:05:34.000,6.0,24.0,186.0,2020-10-12 08:27:22.000,1.0.0,10.0,9.0,['flake8'],,flake8-eradicate,2.0,295.0,72.0,,https://pypi.org/project/flake8-eradicate,2020-10-12 08:26:40.000,72.0,202120.0,202120.0,,,,3.0,,,,,,,,,,
174,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 03:27:03.000,38.0,42.0,156.0,2020-01-11 00:29:49.000,1.6.3,32.0,10.0,['sphinx'],,releases,30.0,520.0,1049.0,343.0,https://pypi.org/project/releases,2020-01-11 00:29:49.000,706.0,6103.0,6103.0,,,,3.0,,,,,,,,,,
175,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,5.0,165.0,2018.0,1468.0,https://pypi.org/project/flake8-commas,2018-03-19 16:49:31.000,550.0,265327.0,265327.0,,,,3.0,,,,,,,,,,
176,dodgy,https://github.com/landscapeio/dodgy,,Looks at Python code to search for things which look dodgy such as passwords or diffs.,security,22,True,landscapeio/dodgy,https://github.com/landscapeio/dodgy,MIT,2013-12-25 12:22:20.000,2021-03-21 11:36:52.000,2021-03-21 11:36:52.000,17.0,3.0,88.0,2019-12-31 16:44:58.000,0.2.1,10.0,14.0,,conda-forge/dodgy,dodgy,8.0,70.0,1831.0,1307.0,https://pypi.org/project/dodgy,2019-12-31 16:44:58.000,524.0,154442.0,154846.0,https://anaconda.org/conda-forge/dodgy,2020-06-10 17:10:06.579,23057.0,3.0,,,,,,,,,,
177,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 06:13:26.000,16.0,31.0,63.0,2020-05-14 10:45:01.000,1.5.3,23.0,14.0,['flake8'],conda-forge/flake8-builtins,flake8-builtins,2.0,211.0,2426.0,1914.0,https://pypi.org/project/flake8-builtins,2020-05-14 10:45:01.000,512.0,338982.0,341070.0,https://anaconda.org/conda-forge/flake8-builtins,2020-05-18 15:22:26.836,112804.0,3.0,,,,,,,,,,
178,memory_profiler,https://github.com/fabianp/memory_profiler,,Monitor Memory usage of Python code.,profiling,22,False,fabianp/memory_profiler,https://github.com/fabianp/memory_profiler,BSD-3-Clause,2016-05-26 17:45:08.632,2020-10-20 18:00:58.207,2018-06-28 13:35:12.000,11.0,,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 03:16:49.000,534.0,277382.0,279327.0,https://anaconda.org/conda-forge/memory_profiler,2020-10-20 18:00:58.207,116722.0,3.0,,,,,,,,,,
179,xar,https://github.com/facebookincubator/xar,,executable archive format.,packaging,21,True,facebookincubator/xar,https://github.com/facebookincubator/xar,BSD-3-Clause,2017-06-29 18:15:26.000,2021-03-16 06:01:26.000,2021-03-16 06:01:22.000,45.0,21.0,1450.0,2020-12-02 20:41:20.000,20.12.2,3.0,21.0,,,xar,8.0,59.0,14.0,14.0,https://pypi.org/project/xar,2020-12-02 20:41:20.000,,229.0,229.0,,,,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 18:13:03.000,46.0,33.0,1199.0,2019-09-16 15:37:03.000,1.2.0,9.0,16.0,,,pyannotate,25.0,94.0,84.0,58.0,https://pypi.org/project/pyannotate,2019-09-16 15:37:03.000,26.0,4652.0,4652.0,,,,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 16:36:23.000,69.0,57.0,1178.0,2021-04-27 16:06:42.000,0.5.1,56.0,32.0,,,shiv,27.0,,10.0,,https://pypi.org/project/shiv,2021-04-30 16:25:28.000,10.0,6516.0,6521.0,,,,3.0,,125.0,,,,,,,,
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 14:39:02.000,124.0,111792.0,112053.0,https://anaconda.org/conda-forge/assertpy,2020-07-19 15:23:26.710,10984.0,3.0,,,,,,,,,,
183,Fixit,https://github.com/Instagram/Fixit,,"Fixit is a Python Lint Framework based on LibCST. It comes with useful default lint rules for coding convention,..",linters,21,True,Instagram/Fixit,https://github.com/Instagram/Fixit,MIT,2020-02-20 19:09:01.000,2021-05-06 00:08:07.000,2021-04-28 03:44:40.000,36.0,21.0,237.0,2020-12-11 01:56:10.000,0.1.3,5.0,25.0,,,fixit,25.0,151.0,5.0,5.0,https://pypi.org/project/fixit,2020-12-11 01:53:21.000,0.0,1520.0,1520.0,,,,3.0,,,,,,,,,,
184,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 17:56:35.000,11.0,19.0,185.0,2020-02-01 18:04:00.000,0.6.3,12.0,7.0,['pytest'],conda-forge/pytest-lazy-fixture,pytest-lazy-fixture,12.0,92.0,358.0,296.0,https://pypi.org/project/pytest-lazy-fixture,2020-02-01 18:04:00.000,62.0,147090.0,152097.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2020-02-01 18:49:47.818,245356.0,3.0,,,,,,,,,,
185,mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,,An MkDocs plugin to export content pages as PDF files.,documentation,21,True,zhaoterryy/mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,MIT,2018-02-20 15:06:51.000,2021-03-20 00:00:48.000,2020-07-23 01:35:13.000,28.0,43.0,184.0,2020-07-23 01:35:39.000,0.5.8,22.0,9.0,['mkdocs'],,mkdocs-pdf-export-plugin,30.0,68.0,123.0,119.0,https://pypi.org/project/mkdocs-pdf-export-plugin,2020-07-23 01:35:04.000,4.0,12558.0,12558.0,,,,3.0,,,,,,,,,,
186,add-trailing-comma,https://github.com/asottile/add-trailing-comma,,A tool (and pre-commit hook) to automatically add trailing commas to calls and literals.,refactoring,21,True,asottile/add-trailing-comma,https://github.com/asottile/add-trailing-comma,MIT,2017-07-10 00:55:50.000,2021-05-03 17:54:55.000,2021-05-03 17:54:54.000,13.0,33.0,179.0,2021-01-24 18:14:07.000,2.1.0,30.0,9.0,,,add-trailing-comma,1.0,234.0,14.0,,https://pypi.org/project/add-trailing-comma,2021-01-24 18:14:07.000,14.0,8632.0,8632.0,,,,3.0,,,,,,,,,,
187,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 22:33:29.000,7.0,13.0,85.0,2020-07-25 16:07:56.000,0.2.1,9.0,4.0,['flake8'],conda-forge/flake8-black,flake8-black,4.0,86.0,731.0,695.0,https://pypi.org/project/flake8-black,2020-07-25 16:07:56.000,36.0,191630.0,195663.0,https://anaconda.org/conda-forge/flake8-black,2020-07-25 16:32:38.063,92762.0,3.0,,,,,,,,,,
188,pylint-flask,https://github.com/jschaf/pylint-flask,,A Pylint plugin to analyze Flask applications.,linters,21,True,jschaf/pylint-flask,https://github.com/jschaf/pylint-flask,GPL-2.0,2015-06-27 20:11:12.000,2021-03-10 19:35:23.000,2021-03-10 19:35:23.000,9.0,5.0,57.0,,,5.0,7.0,['pylint'],conda-forge/pylint-flask,pylint-flask,4.0,40.0,5572.0,4866.0,https://pypi.org/project/pylint-flask,2019-01-30 19:26:02.000,706.0,184383.0,185220.0,https://anaconda.org/conda-forge/pylint-flask,2019-02-02 18:28:49.934,47751.0,3.0,,,,,,,,,,
189,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 01:31:58.000,114.0,20.0,2996.0,2017-06-28 06:10:16.000,0.1.3,3.0,18.0,,,profiling,15.0,433.0,37.0,32.0,https://pypi.org/project/profiling,2017-06-28 06:10:16.000,5.0,4181.0,4181.0,,,,3.0,,,,,,,,,,
190,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 17:42:17.000,188.0,14.0,2536.0,,,13.0,20.0,,,pyrasite,38.0,274.0,35.0,29.0,https://pypi.org/project/pyrasite,2012-05-09 19:11:33.000,6.0,12072.0,12072.0,,,,3.0,,,,,,,,,,
191,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 16:02:27.000,2021-05-02 11:01:25.000,2021-05-02 11:01:21.000,64.0,28.0,2062.0,2021-05-02 10:49:55.000,1.2.20,43.0,4.0,,,pretty_errors,1.0,122.0,0.0,,https://pypi.org/project/pretty_errors,2021-05-02 10:49:55.000,0.0,18465.0,18465.0,,,,3.0,,,,,,,,,,
192,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 18:09:09.000,2021-05-06 08:17:13.000,2021-05-03 21:56:46.000,42.0,127.0,362.0,2021-02-28 12:08:07.000,0.15.0,35.0,19.0,['mkdocs'],,mkdocstrings,43.0,418.0,0.0,,https://pypi.org/project/mkdocstrings,2021-02-28 12:08:07.000,0.0,47335.0,47335.0,,,,3.0,,,mkdocstrings/mkdocstrings,,,,,,,
193,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 04:51:13.000,2021-04-13 21:46:17.000,2020-09-22 09:13:51.000,34.0,13.0,204.0,2020-09-22 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 09:28:03.000,28.0,21399.0,21403.0,,,,3.0,,66.0,,,,,,,,
194,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 02:48:01.000,2021-05-03 17:56:12.000,2021-05-03 17:56:11.000,17.0,25.0,203.0,2021-03-02 02:05:09.000,1.10.0,19.0,12.0,,conda-forge/blacken-docs,blacken-docs,2.0,154.0,22.0,,https://pypi.org/project/blacken-docs,2021-03-02 02:05:09.000,22.0,4481.0,6074.0,https://anaconda.org/conda-forge/blacken-docs,2021-03-02 04:02:19.005,15930.0,3.0,,,,,,,,,,
195,xenon,https://github.com/rubik/xenon,,Monitoring tool based on radon.,code-metrics,20,True,rubik/xenon,https://github.com/rubik/xenon,MIT,2014-02-14 14:19:20.000,2020-09-16 11:20:09.000,2020-09-16 11:20:01.000,14.0,23.0,186.0,2020-09-16 09:47:41.000,0.7.1,17.0,7.0,,conda-forge/xenon,xenon,6.0,100.0,326.0,202.0,https://pypi.org/project/xenon,2020-09-16 09:47:41.000,124.0,50414.0,50673.0,https://anaconda.org/conda-forge/xenon,2019-10-12 20:39:43.883,11147.0,3.0,,,,,,,,,,
196,data-science-types,https://github.com/predictive-analytics-lab/data-science-types,,"Mypy stubs, i.e., type information, for numpy, pandas and matplotlib.",linters,20,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 17:29:00.000,58.0,23.0,182.0,2021-02-16 16:47:31.000,0.2.23,26.0,44.0,,,data-science-types,39.0,446.0,0.0,,https://pypi.org/project/data-science-types,2021-02-16 16:45:03.000,0.0,17101.0,17101.0,,,,3.0,,,,,,,,,,
197,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 01:43:41.000,17.0,32.0,147.0,2020-12-22 02:04:30.000,2.5.0,16.0,2.0,['mkdocs'],,mkdocs-awesome-pages-plugin,5.0,53.0,427.0,337.0,https://pypi.org/project/mkdocs-awesome-pages-plugin,2020-12-22 01:59:58.000,90.0,33479.0,33479.0,,,,3.0,,,,,,,,,,
198,pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,,pytest plugin for manipulating test data directories and files.,testing,20,False,gabrielcnr/pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,MIT,2015-07-02 21:41:44.000,2020-11-22 23:34:25.000,2019-10-22 13:19:39.000,17.0,11.0,138.0,2019-10-22 13:04:22.000,1.3.1,9.0,7.0,['pytest'],conda-forge/pytest-datadir,pytest-datadir,3.0,71.0,404.0,326.0,https://pypi.org/project/pytest-datadir,2019-10-22 13:04:22.000,78.0,111528.0,112866.0,https://anaconda.org/conda-forge/pytest-datadir,2019-10-23 16:32:51.374,73606.0,3.0,,,,,,,,,,
199,flake8-mypy,https://github.com/ambv/flake8-mypy,,A plugin for flake8 integrating Mypy.,linters,20,True,ambv/flake8-mypy,https://github.com/ambv/flake8-mypy,MIT,2017-02-26 02:27:33.000,2020-06-19 16:51:36.000,2020-06-19 16:51:00.000,15.0,3.0,103.0,2017-08-31 23:17:01.000,17.8.0,6.0,8.0,['flake8'],,flake8-mypy,19.0,50.0,874.0,676.0,https://pypi.org/project/flake8-mypy,2017-08-31 23:17:01.000,198.0,43924.0,43924.0,,,,3.0,,,,,,,,,,
200,unify,https://github.com/myint/unify,,Modifies strings to all use the same quote where possible.,refactoring,20,False,myint/unify,https://github.com/myint/unify,MIT,2013-03-24 18:02:19.000,2021-04-21 16:21:07.000,2019-08-07 13:44:00.000,12.0,3.0,55.0,2013-06-22 15:34:37.000,0.1.5,10.0,5.0,,,unify,6.0,69.0,282.0,228.0,https://pypi.org/project/unify,2019-08-07 13:46:09.000,54.0,45938.0,45938.0,,,,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 14:30:21.000,70.0,31.0,1378.0,2020-08-25 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 21:49:38.000,0.0,1380.0,1380.0,,,,3.0,,,,,,,,,,
202,wily,https://github.com/tonybaloney/wily,,"A Python application for tracking, reporting on timing and complexity in Python code.",code-metrics,19,True,tonybaloney/wily,https://github.com/tonybaloney/wily,Apache-2.0,2018-10-11 22:12:25.000,2021-03-02 01:26:07.000,2021-03-02 01:26:07.000,43.0,48.0,725.0,2020-09-02 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 06:33:11.000,8.0,7865.0,7865.0,,,,3.0,,,,,,,,,,
203,dlint,https://github.com/dlint-py/dlint,,Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure.,security,19,True,dlint-py/dlint,https://github.com/dlint-py/dlint,BSD-3-Clause,2020-01-08 15:53:36.000,2020-12-08 17:21:33.000,2020-12-08 17:21:32.000,13.0,12.0,315.0,2020-10-30 20:40:39.000,0.11.0,13.0,7.0,,,dlint,20.0,201.0,18.0,,https://pypi.org/project/dlint,2020-10-30 20:40:39.000,18.0,26134.0,26134.0,,,,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 06:52:50.000,2021-04-03 16:53:20.000,2021-04-01 16:01:44.000,125.0,193.0,302.0,2021-03-31 20:21:51.000,3.2.1,37.0,44.0,,constructor,,41.0,946.0,9.0,9.0,,,,,72.0,https://anaconda.org/anaconda/constructor,2021-04-01 17:48:58.348,3934.0,3.0,,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,,219.0,2021-01-11 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 18:40:32.000,0.0,34371.0,34373.0,,,,3.0,,50.0,,,,,,,,
206,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 19:05:46.000,18.0,13.0,150.0,2018-06-24 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 06:23:48.000,54.0,14983.0,14983.0,,,,3.0,,,,,,,,,,
207,nitpick,https://github.com/andreoliwa/nitpick,,Enforce the same settings on multiple projects.,linters,19,True,andreoliwa/nitpick,https://github.com/andreoliwa/nitpick,MIT,2018-03-23 14:25:24.000,2021-05-03 17:09:54.000,2021-05-03 00:00:56.000,9.0,53.0,149.0,2021-03-16 21:47:14.000,0.26.0,42.0,9.0,['flake8'],,nitpick,31.0,486.0,0.0,,https://pypi.org/project/nitpick,2021-03-16 21:47:11.000,0.0,9649.0,9649.0,,,,3.0,,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 09:33:03.000,156.0,218573.0,218573.0,,,,3.0,,,,,,,,,,
209,sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,,sphinx builder that outputs markdown files.,documentation,19,True,codejamninja/sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,MIT,2018-11-11 00:07:58.000,2020-10-07 04:18:38.000,2020-10-07 04:18:32.000,28.0,16.0,101.0,2019-12-23 17:05:52.000,0.5.4,22.0,16.0,['sphinx'],,sphinx-markdown-builder,18.0,99.0,175.0,133.0,https://pypi.org/project/sphinx-markdown-builder,2019-12-23 17:05:52.000,42.0,11377.0,11377.0,,,,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 05:51:08.000,15.0,7.0,61.0,2019-10-08 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 03:58:31.000,156.0,195192.0,195192.0,,,,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 16:34:46.000,2021-04-08 23:21:22.000,2021-04-08 23:20:45.000,8.0,28.0,56.0,2021-01-11 02:43:17.000,0.8.3,24.0,5.0,['mkdocs'],,mkdocs-with-pdf,11.0,167.0,19.0,19.0,https://pypi.org/project/mkdocs-with-pdf,2021-01-11 02:26:16.000,,3847.0,3847.0,,,,3.0,,,,,,,,,,
212,pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,,a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv).,virtual-envs,18,False,pyenv/pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,MIT,2013-02-18 12:59:17.000,2021-04-17 21:28:10.000,2019-02-13 15:27:07.000,283.0,170.0,4254.0,2019-02-14 00:27:42.000,1.1.5,7.0,41.0,,,,125.0,463.0,,,,,,,,,,,3.0,,,,,,,,,,
213,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 05:14:04.000,2021-04-07 04:48:17.000,2021-04-07 04:47:43.000,55.0,28.0,735.0,2021-04-02 03:59:23.000,1.6.0,27.0,15.0,,,portray,19.0,,8.0,,https://pypi.org/project/portray,2021-04-02 03:59:23.000,8.0,7323.0,7323.0,,,,3.0,,,,,,,,,,
214,pyheat,https://github.com/csurfer/pyheat,,pprofile + matplotlib = Python program profiled as an awesome heatmap!.,profiling,18,False,csurfer/pyheat,https://github.com/csurfer/pyheat,MIT,2017-02-04 22:56:02.000,2021-01-08 21:28:29.000,2018-12-06 03:53:03.000,27.0,8.0,493.0,2018-12-06 03:59:34.000,0.0.6,6.0,4.0,,,py-heat,3.0,51.0,32.0,27.0,https://pypi.org/project/py-heat,2018-12-06 03:59:34.000,5.0,1144.0,1144.0,,,,3.0,,,,,,,,,,
215,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 19:21:38.000,16.0,974.0,974.0,,,,3.0,,,,,,,,,,
216,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 01:26:32.000,2021-04-26 16:18:40.000,2017-12-09 20:00:47.000,37.0,23.0,214.0,2016-09-18 21:57:32.000,1.1.0,9.0,15.0,,,imhotep,23.0,356.0,11.0,7.0,https://pypi.org/project/imhotep,2016-09-18 21:57:32.000,4.0,44.0,44.0,,,,3.0,,,,,,,,,,
217,unimport,https://github.com/hakancelik96/unimport,,"A linter, formatter for finding and removing unused import statements.",refactoring,18,True,hakancelik96/unimport,https://github.com/hakancelik96/unimport,MIT,2019-09-08 09:49:24.000,2021-05-03 16:59:06.000,2021-04-28 23:16:05.000,16.0,62.0,105.0,2021-03-10 16:31:53.000,0.8.3,29.0,11.0,,,unimport,9.0,382.0,5.0,5.0,https://pypi.org/project/unimport,2021-03-10 16:31:53.000,,3994.0,3994.0,,,,3.0,,,,,,,,,,
218,pandas-vet,https://github.com/deppen8/pandas-vet,,A plugin for Flake8 that checks pandas code.,linters,18,True,deppen8/pandas-vet,https://github.com/deppen8/pandas-vet,MIT,2019-02-25 05:19:51.000,2021-03-03 04:44:57.000,2021-03-03 04:44:57.000,14.0,28.0,93.0,2020-02-01 05:12:09.000,0.2.2,6.0,10.0,['flake8'],conda-forge/pandas-vet,pandas-vet,21.0,179.0,36.0,36.0,https://pypi.org/project/pandas-vet,2020-02-01 05:12:09.000,0.0,7148.0,7402.0,https://anaconda.org/conda-forge/pandas-vet,2020-02-01 05:31:32.445,6334.0,3.0,,33.0,,,,,,,,
219,massedit,https://github.com/elmotec/massedit,,Programmatically edit text files with Python. Useful for source to source transformations.,refactoring,18,True,elmotec/massedit,https://github.com/elmotec/massedit,MIT,2012-03-11 16:18:30.000,2020-12-23 02:17:37.000,2020-12-23 02:11:17.000,13.0,5.0,89.0,2020-12-23 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 02:12:33.000,10.0,1134.0,1134.0,,,,3.0,,15.0,,,,,,,,
220,pyformat,https://github.com/myint/pyformat,,Formats Python code to follow a consistent style.,formatters,18,False,myint/pyformat,https://github.com/myint/pyformat,Saxpath,2013-03-24 21:45:30.000,2019-12-07 19:55:59.000,2019-05-24 17:17:56.000,4.0,3.0,82.0,2014-09-07 13:57:37.000,0.5.7,23.0,3.0,,,pyformat,3.0,199.0,99.0,77.0,https://pypi.org/project/pyformat,2017-01-04 02:31:11.000,22.0,11069.0,11069.0,,,,3.0,,,,,,,,,,
221,mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,,A tool that allows for versioning sites built with mkdocs.,documentation,18,False,zayd62/mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,MIT,2019-07-20 18:09:56.000,2021-03-29 20:06:41.000,2021-02-11 10:22:58.000,8.0,22.0,40.0,2021-02-11 10:24:35.000,0.4.0,6.0,5.0,['mkdocs'],,mkdocs-versioning,3.0,132.0,17.0,17.0,https://pypi.org/project/mkdocs-versioning,2021-02-11 10:24:35.000,,2838.0,2838.0,,,,3.0,,,,,,,,,,
222,mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,,MkDocs plugin for setting revision date from git per markdown file.,documentation,18,False,zhaoterryy/mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,MIT,2018-12-03 04:29:33.000,2020-10-16 02:02:54.000,2020-10-16 01:58:36.000,5.0,9.0,32.0,2020-10-16 02:02:42.000,0.3.1,8.0,6.0,['mkdocs'],,mkdocs-git-revision-date-plugin,2.0,24.0,206.0,188.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,2020-10-16 02:02:18.000,18.0,7921.0,7921.0,,,,3.0,,,,,,,,,,
223,yala,https://github.com/cemsbr/yala,,Yet Another Linter Aggregator.,linters,18,False,cemsbr/yala,https://github.com/cemsbr/yala,MIT,2017-06-02 22:45:50.000,2021-04-10 04:04:26.000,2021-04-10 04:03:47.000,4.0,11.0,10.0,2020-10-24 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 16:03:12.000,18.0,1240.0,1240.0,,,,3.0,,,,,,,,,,
224,fake2db,https://github.com/emirozer/fake2db,,create custom test databases that are populated with fake data.,testing,17,False,emirozer/fake2db,https://github.com/emirozer/fake2db,GPL-2.0,2014-02-18 19:14:28.000,2019-11-25 09:19:01.000,2019-11-25 09:19:00.000,111.0,15.0,2064.0,2019-03-09 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 15:43:23.000,1.0,81.0,81.0,,,,3.0,,,,,,,,,,
225,pyflow,https://github.com/David-OConnor/pyflow,,An installation and dependency system for Python.,dependency-managers,17,True,David-OConnor/pyflow,https://github.com/David-OConnor/pyflow,MIT,2019-07-15 09:40:29.000,2021-02-21 11:35:08.000,2021-02-21 11:35:02.000,26.0,40.0,745.0,2020-11-21 15:18:30.000,0.2.9,23.0,21.0,,,pyflow,44.0,275.0,,,https://pypi.org/project/pyflow,2020-11-21 15:18:30.000,,176.0,317.0,,,,3.0,-2.0,2961.0,,,,,,,,
226,pycycle,https://github.com/bndr/pycycle,,Tool for pinpointing circular imports in Python. Find cyclic imports in any project.,linters,17,False,bndr/pycycle,https://github.com/bndr/pycycle,MIT,2017-01-28 17:22:00.000,2020-06-24 12:43:11.000,2017-02-13 18:07:04.000,11.0,1.0,280.0,2017-02-13 18:07:58.000,0.0.8,8.0,2.0,,,pycycle,12.0,26.0,48.0,41.0,https://pypi.org/project/pycycle,2017-02-13 18:07:58.000,7.0,1358.0,1358.0,,,,3.0,,,,,,,,,,
227,beartype,https://github.com/beartype/beartype,,Unbearably fast O(1) runtime type-checking in pure Python.,linters,17,True,beartype/beartype,https://github.com/beartype/beartype,MIT,2020-04-03 06:06:22.000,2021-05-06 07:59:00.000,2021-05-06 07:53:48.000,7.0,21.0,235.0,2021-03-04 08:12:16.000,0.6.0,10.0,4.0,,conda-forge/beartype,beartype,4.0,,0.0,,https://pypi.org/project/beartype,2021-03-04 08:12:16.000,0.0,8751.0,9098.0,https://anaconda.org/conda-forge/beartype,2021-03-04 11:15:17.162,3826.0,3.0,,,,,,,,,,
228,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 07:54:58.000,2021-03-20 11:14:16.000,2021-03-20 11:14:12.000,15.0,3.0,99.0,2020-10-11 09:46:06.000,20.10.0,8.0,7.0,,conda-forge/retype,retype,9.0,93.0,34.0,,https://pypi.org/project/retype,2020-10-11 09:46:06.000,34.0,1277.0,1599.0,https://anaconda.org/conda-forge/retype,2020-10-11 13:24:37.859,12916.0,3.0,,,,,,,,,,
229,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 21:18:44.000,7.0,6.0,210.0,2020-11-27 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 21:20:22.000,0.0,6778.0,6778.0,,,,3.0,,,,,,,,,,
230,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 20:36:57.000,19.0,111.0,111.0,,,,3.0,,,,,,,,,,
231,pytest-play,https://github.com/pytest-dev/pytest-play,,pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files.,testing,16,False,pytest-dev/pytest-play,https://github.com/pytest-dev/pytest-play,Apache-2.0,2017-12-14 09:08:26.000,2019-08-20 15:57:27.000,2019-06-12 11:57:28.000,3.0,24.0,63.0,2019-06-12 11:59:29.000,2.3.1,23.0,3.0,['pytest'],,pytest-play,4.0,382.0,25.0,21.0,https://pypi.org/project/pytest-play,2019-06-12 11:59:29.000,4.0,503.0,503.0,,,,3.0,,,,,,,,,,
232,PyOxidizer,https://github.com/indygreg/PyOxidizer,,A modern Python application packaging and distribution tool.,packaging,15,True,indygreg/PyOxidizer,https://github.com/indygreg/PyOxidizer,MPL-2.0,2018-12-18 23:32:13.000,2021-05-06 02:44:55.000,2021-05-06 02:41:59.000,112.0,137.0,3003.0,2021-04-30 21:28:55.000,pyoxidizer/0.14.1,6.0,34.0,,,,204.0,,,,,,,,4.0,,,,3.0,,66.0,,,,,,,,
233,dh-virtualenv,https://github.com/spotify/dh-virtualenv,,Python virtualenvs in Debian packages.,virtual-envs,15,True,spotify/dh-virtualenv,https://github.com/spotify/dh-virtualenv,GPL-2.0,2013-10-09 19:03:43.000,2021-04-12 18:40:39.000,2021-04-12 18:40:39.000,159.0,156.0,1445.0,,,,56.0,,,,25.0,406.0,,,,,,,,,,,3.0,,,,,,,,,,
234,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,,693.0,693.0,,,,3.0,,,,,,,,,,
235,pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,,A PipEnv Environment Switcher.,virtual-envs,15,False,gtalarico/pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,MIT,2018-05-02 03:56:41.000,2021-03-25 22:02:53.000,2019-06-27 03:42:48.000,11.0,10.0,126.0,2018-11-08 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,,191.0,191.0,,,,3.0,,,,,,,,,,
236,pip-run,https://github.com/jaraco/pip-run,,pip-run - dynamic dependency loader for Python.,dependency-managers,15,True,jaraco/pip-run,https://github.com/jaraco/pip-run,MIT,2016-01-25 01:59:13.000,2021-03-24 23:41:55.000,2021-03-24 23:27:11.000,10.0,37.0,60.0,2021-02-21 18:35:39.000,8.4.2,20.0,9.0,,,pip-run,4.0,,,,https://pypi.org/project/pip-run,2021-02-21 18:35:23.000,,4168.0,4168.0,,,,3.0,,,,,,,,,,
237,lazydocs,https://github.com/ml-tooling/lazydocs,,Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx.,documentation,15,True,ml-tooling/lazydocs,https://github.com/ml-tooling/lazydocs,MIT,2020-11-10 00:31:46.000,2021-03-15 19:30:18.000,2021-03-15 19:30:16.000,3.0,,19.0,2021-03-15 19:30:05.000,0.4.6,16.0,4.0,,,lazydocs,,,20.0,20.0,https://pypi.org/project/lazydocs,2021-03-15 19:24:25.000,0.0,334.0,334.0,,,,3.0,,,,,,,,,,
238,mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,,MkDocs Plugin allowing your visitors to *File Print Save as PDF* the entire site.,documentation,15,False,timvink/mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,MIT,2020-08-15 12:02:33.000,2021-02-22 20:02:30.000,2021-02-22 19:52:47.000,1.0,39.0,16.0,2021-02-22 20:01:45.000,1.1.0,17.0,,['mkdocs'],,mkdocs-print-site-plugin,8.0,123.0,17.0,17.0,https://pypi.org/project/mkdocs-print-site-plugin,2021-02-22 20:01:45.000,,1494.0,1494.0,,,,3.0,,,,,,,,,,
239,pyenv-installer,https://github.com/pyenv/pyenv-installer,,This tool is used to install `pyenv` and friends.,virtual-envs,14,False,pyenv/pyenv-installer,https://github.com/pyenv/pyenv-installer,MIT,2013-06-01 03:48:07.000,2020-11-24 11:15:49.000,2019-10-12 14:34:36.000,285.0,54.0,2647.0,,,,29.0,,,,8.0,130.0,,,,,,,,,,,3.0,,,,,,,,,,
240,pytest-plugins,https://github.com/man-group/pytest-plugins,,A grab-bag of nifty pytest plugins.,testing,14,False,man-group/pytest-plugins,https://github.com/man-group/pytest-plugins,MIT,2015-08-14 07:52:32.000,2021-03-22 04:23:41.000,2020-04-11 14:20:38.000,58.0,51.0,370.0,,,,46.0,,,,38.0,747.0,,,,,,,,,,,3.0,,,,,,,,,,
241,com2ann,https://github.com/ilevkivskyi/com2ann,,Tool for translation type comments to type annotations in Python.,refactoring,14,True,ilevkivskyi/com2ann,https://github.com/ilevkivskyi/com2ann,MIT,2016-09-09 07:17:02.000,2021-03-07 09:20:28.000,2021-03-07 09:20:25.000,4.0,14.0,84.0,2019-06-17 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 19:19:47.000,0.0,716.0,716.0,,,,3.0,,,,,,,,,,
242,subpar,https://github.com/google/subpar,,Subpar is a utility for creating self-contained python executables. It is designed to work well with Bazel.,packaging,13,False,google/subpar,https://github.com/google/subpar,Apache-2.0,2016-08-03 20:11:35.000,2020-09-16 16:25:54.000,2019-08-15 01:37:08.000,62.0,30.0,478.0,2019-05-14 20:14:05.000,2.0.0,5.0,14.0,,,,30.0,93.0,,,,,,,,,,,3.0,,,,,,,,,,
243,linty_fresh,https://github.com/lyft/linty_fresh,,Surface lint errors during code review.,linters,13,True,lyft/linty_fresh,https://github.com/lyft/linty_fresh,Apache-2.0,2015-12-19 02:37:26.000,2020-11-30 22:20:25.000,2020-11-30 22:18:53.000,21.0,1.0,183.0,2018-12-12 19:47:05.000,0.7.0,10.0,17.0,"['flake8', 'mypy']",,linty-fresh,8.0,53.0,,,https://pypi.org/project/linty-fresh,2018-12-12 19:47:05.000,,20.0,20.0,,,,3.0,,,,,,,,,,
244,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 17:14:01.000,2.0,11.0,132.0,2019-07-10 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 16:08:05.000,3.0,1553.0,1553.0,,,,3.0,,,,,,,,,,
245,universal-build,https://github.com/ml-tooling/universal-build,,Universal build utilities for containerized build pipelines.,build-tools,12,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 19:45:59.000,2.0,1.0,10.0,2021-03-22 18:29:06.000,0.6.13,38.0,4.0,,,universal-build,,,0.0,,https://pypi.org/project/universal-build,2020-12-12 13:21:08.000,0.0,291.0,293.0,,,,3.0,,15.0,,,,,,,,
246,pyship,https://github.com/jamesabel/pyship,,"freezer, installer and updater for Python applications.",packaging,10,False,jamesabel/pyship,https://github.com/jamesabel/pyship,MIT,2020-04-23 04:45:03.000,2020-12-07 01:00:59.000,2020-12-07 01:00:54.000,,,10.0,2020-12-07 00:53:45.000,0.1.0,14.0,,,,pyship,4.0,,,,https://pypi.org/project/pyship,2020-12-07 00:53:45.000,,55.0,55.0,,,,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 trending github_release_downloads 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 2021-04-29 16:28:54.000 2021-04-29 16:28:53.000 76.0 2.0 1201.0 2021-04-29 16:29:15.000 2021.04.29 15.0 6.0
4 2 unittest https://docs.python.org/3/library/unittest.html True Unittest is a test framework included in the Python standard library. testing 0 True
5 3 sphinx https://github.com/sphinx-doc/sphinx Main repository for the Sphinx documentation builder. documentation 38 True sphinx-doc/sphinx https://github.com/sphinx-doc/sphinx BSD-3-Clause 2015-01-02 10:53:28.000 2021-05-06 14:28:44.000 2021-05-05 15:23:37.000 1442.0 4583.0 3914.0 2021-04-11 11:27:38.000 3.5.4 148.0 639.0 ['sphinx'] conda-forge/sphinx sphinx 775.0 17483.0 244115.0 139579.0 https://pypi.org/project/sphinx 2021-04-29 06:04:12.000 104536.0 4392842.0 4448400.0 https://anaconda.org/conda-forge/sphinx 2021-04-11 13:57:22.448 3166829.0 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 2021-05-05 21:45:58.000 2021-04-23 02:02:40.000 1601.0 2881.0 21836.0 2020-11-15 04:19:27.000 2020.11.15 297.0 381.0 conda-forge/pipenv pipenv 506.0 7050.0 20647.0 18373.0 https://pypi.org/project/pipenv 2020-11-15 04:19:27.000 2274.0 3373757.0 3375802.0 https://anaconda.org/conda-forge/pipenv 2020-11-15 06:15:51.831 38855.0 1.0 -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 2021-05-03 17:30:04.000 2021-04-23 12:48:09.000 935.0 508.0 18230.0 2021-04-06 01:40:26.000 4.60.0 117.0 98.0 conda-forge/tqdm tqdm 279.0 1823.0 195964.0 169726.0 https://pypi.org/project/tqdm 2021-04-06 01:23:21.000 26238.0 22033300.0 22136526.0 https://anaconda.org/conda-forge/tqdm 2021-04-06 03:39:45.818 6083144.0 1.0 7825.0
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 2021-05-06 13:32:37.000 2021-05-06 13:32:36.000 1730.0 4595.0 10614.0 79.0 461.0 conda-forge/mypy mypy 1715.0 9494.0 39458.0 33374.0 https://pypi.org/project/mypy 2021-02-19 17:28:31.000 6084.0 6579889.0 6601055.0 https://anaconda.org/conda-forge/mypy 2021-04-02 00:00:44.993 888986.0 1.0
9 7 psutil https://github.com/giampaolo/psutil Cross-platform lib for process and system monitoring in Python. profiling 36 True giampaolo/psutil https://github.com/giampaolo/psutil BSD-3-Clause 2014-05-23 14:01:48.000 2021-05-03 11:33:34.000 2021-05-03 11:33:26.000 1094.0 1286.0 7291.0 2020-12-19 01:19:27.000 5.8.0 83.0 159.0 conda-forge/psutil psutil 176.0 5682.0 108692.0 84026.0 https://pypi.org/project/psutil 2020-12-19 01:19:27.000 24666.0 22704846.0 22812583.0 https://anaconda.org/conda-forge/psutil 2021-04-19 20:30:13.823 6571998.0 1.0
10 8 pytest https://github.com/pytest-dev/pytest The pytest framework makes it easy to write small tests, yet scales to support complex functional testing. testing 36 True pytest-dev/pytest https://github.com/pytest-dev/pytest MIT 2015-06-15 20:28:27.000 2021-05-06 09:08:15.000 2021-05-05 15:09:47.000 1699.0 3844.0 7285.0 2021-05-04 16:22:25.000 6.2.4 147.0 715.0 ['pytest'] conda-forge/pytest pytest 659.0 443737.0 313153.0 https://pypi.org/project/pytest 2021-05-04 16:21:57.000 130584.0 28112521.0 28243696.0 https://anaconda.org/conda-forge/pytest 2021-05-04 20:43:33.278 7608180.0 1.0
11 9 jedi https://github.com/davidhalter/jedi Awesome autocompletion, static analysis and refactoring library for python. refactoring 36 True davidhalter/jedi https://github.com/davidhalter/jedi MIT 2012-02-19 23:12:30.000 2021-05-05 22:38:20.000 2021-05-05 22:38:19.000 441.0 1207.0 4842.0 2020-12-25 10:34:25.000 0.18.0 30.0 144.0 conda-forge/jedi jedi 26.0 8204.0 144234.0 128328.0 https://pypi.org/project/jedi 2020-12-25 10:34:25.000 15906.0 13888720.0 13975842.0 https://anaconda.org/conda-forge/jedi 2021-01-14 15:48:43.942 4791710.0 1.0
12 10 tox https://github.com/tox-dev/tox Command line driven CI frontend and development task automation tool. testing 36 True tox-dev/tox https://github.com/tox-dev/tox MIT 2016-09-17 16:54:22.000 2021-05-05 22:48:33.555 2021-05-05 17:15:26.000 366.0 1049.0 2186.0 2021-05-05 16:42:34.000 3.23.1 116.0 241.0 ['pytest'] conda-forge/tox tox 136.0 1993.0 80137.0 43737.0 https://pypi.org/project/tox 2021-05-05 16:42:34.000 36400.0 4153462.0 4159619.0 https://anaconda.org/conda-forge/tox 2021-05-05 22:48:33.555 270948.0 1.0
13 11 flake8 https://github.com/PyCQA/flake8 Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelder's McCabe script. linters 36 True PyCQA/flake8 https://github.com/PyCQA/flake8 MIT 2014-09-13 17:06:24.000 2021-05-03 17:57:51.000 2021-05-03 17:57:50.000 183.0 1233.0 1234.0 2021-03-14 23:32:11.000 3.9.0 77.0 154.0 conda-forge/flake8 flake8 36.0 1943.0 235857.0 164567.0 https://pypi.org/project/flake8 2021-03-14 23:32:11.000 71290.0 11865792.0 11905846.0 https://anaconda.org/conda-forge/flake8 2021-04-16 15:46:42.952 2363205.0 1.0
14 12 black https://github.com/psf/black The uncompromising Python code formatter. formatters 35 True psf/black https://github.com/psf/black MIT 2018-03-14 19:54:45.000 2021-05-06 06:45:27.155 2021-05-06 02:25:43.000 1329.0 1125.0 20888.0 2021-05-04 19:55:43.000 21.5b0 27.0 244.0 conda-forge/black black 386.0 976.0 62652.0 56424.0 https://pypi.org/project/black 2021-05-04 19:56:20.000 6228.0 6744802.0 6786604.0 https://anaconda.org/conda-forge/black 2021-05-06 06:45:27.155 1485936.0 1.0 13699.0
15 13 mkdocs https://github.com/mkdocs/mkdocs Project documentation with Markdown. documentation 35 True mkdocs/mkdocs https://github.com/mkdocs/mkdocs BSD-2-Clause 2014-01-11 21:05:21.000 2021-05-05 19:33:36.000 2021-05-03 00:13:22.000 1708.0 1381.0 12074.0 2020-05-14 15:18:01.000 1.1.2 44.0 191.0 ['mkdocs'] conda-forge/mkdocs mkdocs 147.0 1520.0 17939.0 11997.0 https://pypi.org/project/mkdocs 2020-05-14 15:18:01.000 5942.0 562496.0 564632.0 https://anaconda.org/conda-forge/mkdocs 2020-06-01 13:16:37.068 130310.0 1.0
16 14 pip https://github.com/pypa/pip The Python package installer. dependency-managers 34 True pypa/pip https://github.com/pypa/pip MIT 2011-03-06 14:30:46.000 2021-05-05 19:10:36.000 2021-05-01 14:40:28.000 2235.0 4742.0 7107.0 2021-04-30 19:05:20.000 21.1.1 104.0 604.0 conda-forge/pip pip 951.0 67242.0 48576.0 https://pypi.org/project/pip 2021-04-30 19:05:20.000 18666.0 89323817.0 89663447.0 https://anaconda.org/conda-forge/pip 2021-04-30 20:13:35.268 19698589.0 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 2021-05-06 07:57:13.000 2021-05-05 21:48:11.000 1646.0 3351.0 5844.0 2021-04-08 20:19:00.000 4.0.1 58.0 140.0 conda-forge/robotframework robotframework 181.0 12888.0 5117.0 3709.0 https://pypi.org/project/robotframework 2021-04-08 20:20:11.000 1408.0 742602.0 743755.0 https://anaconda.org/conda-forge/robotframework 2021-04-09 00:22:22.784 45898.0 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 2021-05-04 23:55:58.000 2021-05-03 00:22:06.000 599.0 529.0 4309.0 2021-03-14 18:44:02.000 2.7.0 12.0 125.0 conda-forge/pycodestyle pycodestyle 113.0 1218.0 156494.0 135264.0 https://pypi.org/project/pycodestyle 2021-03-14 18:44:02.000 21230.0 16801119.0 16843488.0 https://anaconda.org/conda-forge/pycodestyle 2021-03-15 18:43:23.361 2499822.0 1.0
19 17 autopep8 https://github.com/hhatto/autopep8 A tool that automatically formats Python code to conform to the PEP 8 style guide. formatters 34 True hhatto/autopep8 https://github.com/hhatto/autopep8 MIT 2010-12-29 20:08:51.000 2021-04-30 08:34:16.877 2021-04-30 06:04:29.000 244.0 332.0 3758.0 2021-04-30 06:09:29.000 1.5.7 67.0 50.0 conda-forge/autopep8 autopep8 86.0 2702.0 84042.0 73858.0 https://pypi.org/project/autopep8 2021-04-30 06:04:42.000 10184.0 2219349.0 2226925.0 https://anaconda.org/conda-forge/autopep8 2021-04-30 08:34:16.877 446997.0 2.0
20 18 pylint https://github.com/PyCQA/pylint It's not just a linter that annoys you!. linters 34 True PyCQA/pylint https://github.com/PyCQA/pylint GPL-2.0 2015-12-09 05:40:02.000 2021-05-06 13:44:12.000 2021-05-05 18:57:52.000 699.0 2684.0 3327.0 2021-04-26 16:01:12.000 2.8.2 104.0 384.0 conda-forge/pylint pylint 705.0 5403.0 37734.0 https://pypi.org/project/pylint 2021-04-26 16:01:12.000 37734.0 9821996.0 9853808.0 https://anaconda.org/conda-forge/pylint 2021-03-03 00:06:43.039 1813313.0 1.0
21 19 setuptools https://github.com/pypa/setuptools Official project repository for the Setuptools build system. build-tools 34 True pypa/setuptools https://github.com/pypa/setuptools MIT 2016-03-29 14:02:33.000 2021-05-06 01:33:08.000 2021-05-06 01:33:08.000 721.0 1231.0 1346.0 2021-05-04 21:35:25.000 56.1.0 427.0 439.0 conda-forge/setuptools setuptools 526.0 157819.0 99889.0 https://pypi.org/project/setuptools 2021-04-09 00:24:04.000 57930.0 105619073.0 105984953.0 https://anaconda.org/conda-forge/setuptools 2021-01-08 05:42:17.824 21221014.0 1.0 105.0
22 20 rich https://github.com/willmcgugan/rich Rich is a Python library for rich text and beautiful formatting in the terminal. logging 33 True willmcgugan/rich https://github.com/willmcgugan/rich MIT 2019-11-10 15:28:09.000 2021-05-06 14:19:25.000 2021-05-06 14:18:15.000 738.0 434.0 25610.0 2021-04-03 09:53:39.000 10.1.0 123.0 89.0 conda-forge/rich rich 3.0 1881.0 3828.0 3828.0 https://pypi.org/project/rich 2021-04-03 09:52:47.000 0.0 1753755.0 1772694.0 https://anaconda.org/conda-forge/rich 2021-04-03 12:56:06.306 189390.0 1.0 1.0
23 21 mkdocs-material https://github.com/squidfunk/mkdocs-material A Material Design theme for MkDocs. documentation 33 True squidfunk/mkdocs-material https://github.com/squidfunk/mkdocs-material MIT 2016-01-28 22:09:23.000 2021-05-04 10:17:12.000 2021-05-04 10:16:18.000 1521.0 1005.0 6187.0 2021-04-24 11:09:50.000 7.1.3 196.0 115.0 ['mkdocs'] conda-forge/mkdocs-material mkdocs-material 10.0 3336.0 7882.0 6380.0 https://pypi.org/project/mkdocs-material 2021-04-18 09:28:24.000 1502.0 456440.0 458115.0 https://anaconda.org/conda-forge/mkdocs-material 2021-04-24 18:54:29.379 40220.0 1.0
24 22 hypothesis https://github.com/HypothesisWorks/hypothesis Hypothesis is a powerful, flexible, and easy to use library for property-based testing. testing 33 True HypothesisWorks/hypothesis https://github.com/HypothesisWorks/hypothesis MPL-2.0 2013-03-10 13:51:19.000 2021-05-06 05:42:51.752 2021-05-06 03:22:27.000 460.0 1040.0 5134.0 2021-05-06 03:22:53.000 hypothesis-python-6.12.0 834.0 246.0 conda-forge/hypothesis hypothesis 50.0 10702.0 11140.0 8524.0 https://pypi.org/project/hypothesis 2021-05-06 03:22:35.000 2616.0 2149795.0 2219328.0 https://anaconda.org/conda-forge/hypothesis 2021-05-06 05:42:51.752 4032942.0 1.0
25 23 isort https://github.com/PyCQA/isort A Python utility / library to sort imports. formatters 33 True PyCQA/isort https://github.com/PyCQA/isort MIT 2013-09-02 22:22:53.000 2021-05-04 05:47:10.000 2021-05-04 05:47:10.000 391.0 918.0 3858.0 2021-03-21 06:05:17.000 5.8.0 126.0 232.0 conda-forge/isort isort 26.0 193859.0 169641.0 https://pypi.org/project/isort 2020-12-31 01:15:41.000 24218.0 15124831.0 15156923.0 https://anaconda.org/conda-forge/isort 2021-03-21 08:22:11.429 1861358.0 2.0
26 24 sphinx_rtd_theme https://github.com/readthedocs/sphinx_rtd_theme Sphinx theme for readthedocs.org. documentation 33 True readthedocs/sphinx_rtd_theme https://github.com/readthedocs/sphinx_rtd_theme MIT 2013-10-17 17:10:49.000 2021-05-04 11:50:13.000 2021-05-01 01:50:03.000 1526.0 488.0 3675.0 2018-10-05 13:20:49.000 0.4.2 23.0 104.0 ['sphinx'] conda-forge/sphinx_rtd_theme sphinx_rtd_theme 166.0 1217.0 23490.0 16.0 https://pypi.org/project/sphinx_rtd_theme 2018-10-05 13:20:49.000 23474.0 2197204.0 2219167.0 https://anaconda.org/conda-forge/sphinx_rtd_theme 2021-04-06 20:57:24.009 1251924.0 1.0
27 25 poetry https://github.com/python-poetry/poetry Python dependency management and packaging made easy. dependency-managers 32 True python-poetry/poetry https://github.com/python-poetry/poetry MIT 2018-02-28 15:23:47.000 2021-05-06 05:14:17.000 2021-05-05 23:58:40.000 1182.0 1859.0 14928.0 2021-04-14 17:08:31.000 1.1.6 134.0 275.0 conda-forge/poetry poetry 1074.0 1788.0 64.0 https://pypi.org/project/poetry 2021-04-14 17:08:31.000 64.0 2256056.0 2424838.0 https://anaconda.org/conda-forge/poetry 2021-04-15 00:21:03.148 203322.0 2.0 6156195.0
28 26 pyinstaller https://github.com/pyinstaller/pyinstaller Freeze (package) Python programs into stand-alone executables. packaging 32 True pyinstaller/pyinstaller https://github.com/pyinstaller/pyinstaller GPL-2.0 2011-11-23 11:05:56.000 2021-05-05 15:12:47.000 2021-05-05 15:12:42.000 1638.0 3762.0 8015.0 2021-04-17 05:02:21.000 4.3 28.0 397.0 conda-forge/pyinstaller pyinstaller 367.0 7773.0 16598.0 16598.0 https://pypi.org/project/pyinstaller 2021-04-17 04:46:48.000 0.0 564984.0 576354.0 https://anaconda.org/conda-forge/pyinstaller 2021-04-21 15:08:29.384 221383.0 1.0 695016.0
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 2021-05-05 22:18:15.000 2021-04-30 15:40:04.000 1017.0 6012.0 4119.0 2021-04-15 16:31:48.000 4.10.1 100.0 352.0 conda-forge/conda conda 1929.0 15671.0 2104.0 https://pypi.org/project/conda 2017-04-22 23:38:35.000 2104.0 52014.0 365442.0 https://anaconda.org/conda-forge/conda 2021-04-21 16:07:33.360 17865442.0 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 2021-05-05 23:04:14.000 2021-05-05 23:04:13.000 891.0 1069.0 3868.0 2021-05-05 19:32:26.000 20.4.6 161.0 171.0 conda-forge/virtualenv virtualenv 58.0 34422.0 https://pypi.org/project/virtualenv 2021-05-05 19:32:26.000 34422.0 18596959.0 18613663.0 https://anaconda.org/conda-forge/virtualenv 2021-05-05 21:39:18.804 835233.0 2.0
31 29 invoke https://github.com/pyinvoke/invoke Pythonic task management & command execution. build-tools 32 True pyinvoke/invoke https://github.com/pyinvoke/invoke BSD-2-Clause 2012-02-29 23:59:23.000 2021-04-26 23:17:56.000 2020-12-31 16:25:35.000 280.0 357.0 3266.0 2020-12-31 02:43:43.000 1.5.0 50.0 54.0 conda-forge/invoke invoke 303.0 3499.0 12204.0 7602.0 https://pypi.org/project/invoke 2020-12-31 02:43:43.000 4602.0 1398487.0 1403298.0 https://anaconda.org/conda-forge/invoke 2021-01-06 14:58:41.830 293526.0 1.0
32 30 bandit https://github.com/PyCQA/bandit Bandit is a tool designed to find common security issues in Python code. security 32 True PyCQA/bandit https://github.com/PyCQA/bandit Apache-2.0 2018-04-26 09:08:12.000 2021-05-04 07:31:51.000 2021-04-12 17:48:57.000 319.0 364.0 3201.0 2020-12-13 02:48:28.000 1.7.0 31.0 132.0 conda-forge/bandit bandit 166.0 1169.0 8884.0 6530.0 https://pypi.org/project/bandit 2020-12-13 02:48:28.000 2354.0 1436926.0 1439509.0 https://anaconda.org/conda-forge/bandit 2021-03-10 05:39:36.125 61987.0 1.0 46.0
33 31 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 2021-05-01 14:53:16.000 2021-01-20 07:44:52.000 196.0 165.0 2862.0 2021-01-20 07:45:20.000 1.1.0 56.0 94.0 conda-forge/freezegun freezegun 67.0 521.0 16213.0 7861.0 https://pypi.org/project/freezegun 2021-01-20 07:45:20.000 8352.0 3513924.0 3517306.0 https://anaconda.org/conda-forge/freezegun 2021-01-20 09:23:22.014 209715.0 1.0
34 32 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 1338.0 2015-06-02 09:12:36.000 1.3.7 14.0 95.0 conda-forge/nose nose 447.0 1004.0 194280.0 107806.0 https://pypi.org/project/nose 2015-06-02 09:12:36.000 86474.0 4238936.0 4267697.0 https://anaconda.org/conda-forge/nose 2020-10-11 16:52:20.277 1725697.0 1.0
35 33 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 2021-04-13 12:00:47.000 2021-04-10 19:15:48.000 238.0 312.0 1117.0 2021-03-15 16:36:43.000 3.4.0 42.0 101.0 conda-forge/twine twine 39.0 952.0 56655.0 39151.0 https://pypi.org/project/twine 2021-03-15 16:36:43.000 17504.0 1711192.0 1715716.0 https://anaconda.org/conda-forge/twine 2021-03-17 03:54:06.297 257921.0 1.0
36 34 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 2021-05-01 02:07:56.000 2021-03-24 16:31:37.000 145.0 338.0 1019.0 2021-03-24 16:32:54.000 2.3.1 30.0 76.0 conda-forge/pyflakes pyflakes 80.0 509.0 112905.0 86407.0 https://pypi.org/project/pyflakes 2021-03-24 16:32:54.000 26498.0 12730949.0 12771575.0 https://anaconda.org/conda-forge/pyflakes 2021-03-24 22:10:26.104 2396974.0 1.0
37 35 pytest-cov https://github.com/pytest-dev/pytest-cov Coverage plugin for pytest. testing 32 True pytest-dev/pytest-cov https://github.com/pytest-dev/pytest-cov MIT 2014-04-17 20:01:12.000 2021-05-03 20:00:44.000 2021-03-24 11:07:33.000 139.0 191.0 1000.0 2021-01-20 10:46:34.000 2.11.1 40.0 63.0 ['pytest'] conda-forge/pytest-cov pytest-cov 95.0 799.0 128319.0 84925.0 https://pypi.org/project/pytest-cov 2021-01-20 10:46:34.000 43394.0 9943018.0 9986383.0 https://anaconda.org/conda-forge/pytest-cov 2021-01-20 18:33:16.518 2688643.0 1.0
38 36 sentry-sdk https://github.com/getsentry/sentry-python The new Python SDK for Sentry.io. logging 32 True getsentry/sentry-python https://github.com/getsentry/sentry-python BSD-2-Clause 2018-06-18 22:51:10.000 2021-05-06 14:07:56.000 2021-05-06 14:07:55.000 203.0 371.0 919.0 2021-03-03 16:35:19.000 1.0.0 126.0 94.0 conda-forge/sentry-sdk sentry-sdk 141.0 1228.0 11712.0 10726.0 https://pypi.org/project/sentry-sdk 2021-02-18 14:46:46.000 986.0 7807260.0 7810016.0 https://anaconda.org/conda-forge/sentry-sdk 2021-02-18 16:32:52.126 78553.0 2.0 4419.0
39 37 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 2021-05-05 02:59:36.000 2021-04-22 19:04:49.000 68.0 89.0 400.0 2021-03-30 20:43:51.000 0.8.2 25.0 40.0 conda-forge/parso parso 8.0 1081.0 134738.0 123374.0 https://pypi.org/project/parso 2021-03-30 20:43:51.000 11364.0 14104510.0 14198660.0 https://anaconda.org/conda-forge/parso 2021-03-31 00:05:02.064 3860158.0 1.0
40 38 wheel https://github.com/pypa/wheel The official binary distribution format for Python. build-tools 32 True pypa/wheel https://github.com/pypa/wheel MIT 2016-07-16 23:19:28.580 2021-04-27 16:24:26.000 2021-04-27 16:24:25.000 87.0 288.0 238.0 2020-12-13 18:09:07.000 0.36.2 64.0 60.0 conda-forge/wheel wheel 22.0 730.0 62544.0 https://pypi.org/project/wheel 2020-12-13 18:09:07.000 62544.0 72539669.0 72835525.0 https://anaconda.org/conda-forge/wheel 2020-12-13 19:48:16.429 17159690.0 1.0
41 39 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 22:08:53.000 388.0 349.0 8803.0 2020-09-20 07:56:32.000 0.5.3 17.0 29.0 conda-forge/loguru loguru 35.0 558.0 7112.0 6770.0 https://pypi.org/project/loguru 2020-09-20 07:54:28.000 342.0 1250688.0 1256644.0 https://anaconda.org/conda-forge/loguru 2021-04-19 15:15:46.138 160828.0 2.0
42 40 pre-commit https://github.com/pre-commit/pre-commit A framework for managing and maintaining multi-language pre-commit hooks. others 31 True pre-commit/pre-commit https://github.com/pre-commit/pre-commit MIT 2014-03-13 00:39:38.000 2021-05-06 02:04:14.000 2021-05-06 02:04:14.000 428.0 1091.0 5888.0 2021-04-16 21:17:10.000 2.12.1 159.0 120.0 conda-forge/pre-commit pre-commit 24.0 2001.0 2136.0 https://pypi.org/project/pre-commit 2021-04-06 15:18:44.000 2136.0 3084262.0 3108746.0 https://anaconda.org/conda-forge/pre-commit 2021-04-17 01:02:23.411 511880.0 1.0 4827.0
43 41 pip-tools https://github.com/jazzband/pip-tools A set of tools to keep your pinned Python dependencies fresh. dependency-managers 31 True jazzband/pip-tools https://github.com/jazzband/pip-tools BSD-3-Clause 2012-09-10 08:50:26.000 2021-05-06 12:13:14.000 2021-05-06 12:13:14.000 426.0 607.0 4935.0 2021-04-14 09:19:42.000 6.1.0 92.0 147.0 conda-forge/pip-tools pip-tools 122.0 1535.0 3252.0 https://pypi.org/project/pip-tools 2021-03-16 00:32:58.000 3252.0 1948404.0 1949191.0 https://anaconda.org/conda-forge/pip-tools 2021-04-14 11:47:58.017 10233.0 2.0
44 42 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 2021-05-05 10:08:51.000 2021-05-05 10:08:51.000 1517.0 677.0 4607.0 2021-04-28 10:47:25.000 3.1.1 111.0 788.0 conda-forge/buildbot buildbot 639.0 21857.0 1140.0 248.0 https://pypi.org/project/buildbot 2021-04-28 11:01:30.000 892.0 56420.0 58327.0 https://anaconda.org/conda-forge/buildbot 2021-04-28 12:55:11.512 32235.0 2.0 14901.0
45 43 ipdb https://github.com/gotcha/ipdb Integration of IPython pdb. debugging 31 True gotcha/ipdb https://github.com/gotcha/ipdb BSD-3-Clause 2011-01-15 17:51:47.000 2021-04-23 07:32:15.000 2021-03-16 09:49:58.000 128.0 107.0 1400.0 2021-03-02 11:10:22.000 0.13.5 39.0 46.0 conda-forge/ipdb ipdb 53.0 339.0 42775.0 25877.0 https://pypi.org/project/ipdb 2021-03-08 17:00:03.000 16898.0 1672268.0 1675050.0 https://anaconda.org/conda-forge/ipdb 2021-04-19 03:20:52.710 161385.0 1.0
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 2021-05-02 15:50:13.000 2021-03-04 09:33:31.000 60.0 56.0 803.0 2021-02-22 07:34:12.000 0.8.9 25.0 67.0 conda-forge/tabulate tabulate 27.0 502.0 50645.0 42543.0 https://pypi.org/project/tabulate 2021-02-22 07:34:12.000 8102.0 16094987.0 16111514.0 https://anaconda.org/conda-forge/tabulate 2021-02-22 13:39:52.132 991640.0 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 2021-05-04 14:24:49.000 2021-05-04 14:24:47.000 146.0 228.0 693.0 2021-02-09 21:06:38.000 2.2.1 55.0 73.0 ['pytest'] conda-forge/pytest-xdist pytest-xdist 191.0 859.0 24922.0 17580.0 https://pypi.org/project/pytest-xdist 2021-02-09 21:06:38.000 7342.0 4350990.0 4373394.0 https://anaconda.org/conda-forge/pytest-xdist 2021-02-10 14:13:48.139 1299483.0 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 23:50:18.000 152.0 51.0 605.0 2018-10-03 01:39:17.000 0.7.12 24.0 28.0 ['sphinx'] conda-forge/alabaster alabaster 75.0 350.0 59349.0 44451.0 https://pypi.org/project/alabaster 2018-10-03 01:39:17.000 14898.0 4052374.0 4091476.0 https://anaconda.org/conda-forge/alabaster 2018-10-03 15:29:30.017 2267962.0 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 2021-05-03 20:09:51.000 2021-05-03 20:09:50.000 171.0 132.0 456.0 2021-03-02 00:35:13.000 3.0.1 38.0 55.0 ['pytest'] coveralls 5.0 395.0 34393.0 17385.0 https://pypi.org/project/coveralls 2021-03-02 00:35:13.000 17008.0 553779.0 553779.0 2.0 TheKevJames/coveralls-python
50 48 Glances https://github.com/nicolargo/glances Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. profiling 30 True nicolargo/glances https://github.com/nicolargo/glances LGPL-3.0 2011-12-04 08:49:15.000 2021-05-02 14:39:45.000 2021-05-02 14:39:36.000 1186.0 1155.0 18305.0 2021-05-02 14:38:44.000 3.1.7 54.0 139.0 conda-forge/glances glances 197.0 3951.0 342.0 292.0 https://pypi.org/project/glances 2021-05-02 14:38:44.000 50.0 82729.0 84854.0 https://anaconda.org/conda-forge/glances 2021-02-07 19:32:17.197 131397.0 1.0 426.0
51 49 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 2021-04-21 15:14:17.000 2021-04-21 15:14:08.000 5467.0 94.0 17055.0 2020-07-01 21:59:00.000 1.1.0 13.0 65.0 ['sphinx'] conda-forge/numpydoc numpydoc 51.0 32622.0 25274.0 https://pypi.org/project/numpydoc 2020-07-01 21:59:00.000 7348.0 239971.0 254575.0 https://anaconda.org/conda-forge/numpydoc 2020-10-01 19:37:54.384 759442.0 2.0
52 50 yapf https://github.com/google/yapf A formatter for Python files. formatters 30 True google/yapf https://github.com/google/yapf Apache-2.0 2015-03-18 18:22:31.000 2021-05-04 19:59:56.000 2021-05-04 19:59:56.000 791.0 370.0 11688.0 2020-04-23 19:07:36.000 0.30.0 67.0 126.0 conda-forge/yapf yapf 312.0 22628.0 19222.0 https://pypi.org/project/yapf 2020-04-23 19:07:36.000 3406.0 1611943.0 1622502.0 https://anaconda.org/conda-forge/yapf 2021-04-19 00:01:27.357 623039.0 3.0
53 51 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 05:05:11.000 688.0 165.0 5047.0 2020-10-06 22:15:19.000 0.9.52 49.0 50.0 conda-forge/pyautogui pyautogui 300.0 390.0 8112.0 7504.0 https://pypi.org/project/pyautogui 2020-10-06 22:15:19.000 608.0 475080.0 477916.0 https://anaconda.org/conda-forge/pyautogui 2020-10-13 12:17:23.308 119135.0 2.0
54 52 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 2021-05-03 12:13:45.000 2021-04-19 11:34:14.000 315.0 338.0 2484.0 2018-05-05 15:05:40.000 2.11.1 36.0 113.0 conda-forge/factory_boy factory_boy 138.0 875.0 4256.0 https://pypi.org/project/factory_boy 2018-05-05 15:05:40.000 4256.0 1805744.0 1806889.0 https://anaconda.org/conda-forge/factory_boy 2021-04-04 01:17:30.466 64137.0 2.0
55 53 logbook https://github.com/getlogbook/logbook A cool logging replacement for Python. logging 30 False getlogbook/logbook https://github.com/getlogbook/logbook BSD-3-Clause 2010-07-22 10:13:12.000 2021-01-11 05:40:29.145 2019-10-16 17:48:40.000 158.0 125.0 1397.0 2019-01-16 20:35:25.000 1.4.3 41.0 76.0 conda-forge/logbook logbook 55.0 1194.0 4609.0 2545.0 https://pypi.org/project/logbook 2019-10-16 18:14:55.000 2064.0 472420.0 473926.0 https://anaconda.org/conda-forge/logbook 2021-01-11 05:40:29.145 39094.0 2.0 244.0
56 54 pydocstyle https://github.com/PyCQA/pydocstyle docstring style checker. linters 30 True PyCQA/pydocstyle https://github.com/PyCQA/pydocstyle MIT 2012-01-31 17:18:23.000 2021-05-04 13:35:42.000 2021-03-18 23:40:45.000 146.0 188.0 767.0 2021-03-18 23:41:48.000 6.0.0 15.0 71.0 conda-forge/pydocstyle pydocstyle 74.0 698.0 19914.0 15994.0 https://pypi.org/project/pydocstyle 2021-03-18 23:40:11.000 3920.0 2024851.0 2030805.0 https://anaconda.org/conda-forge/pydocstyle 2021-03-19 18:06:04.453 345383.0 2.0 51.0
57 55 pytest-html https://github.com/pytest-dev/pytest-html Plugin for generating HTML reports for pytest results. testing 30 True pytest-dev/pytest-html https://github.com/pytest-dev/pytest-html MPL-2.0 2015-04-14 19:22:42.000 2021-03-16 20:36:15.000 2021-01-23 03:26:17.000 156.0 179.0 412.0 2020-12-13 15:24:58.000 3.1.1 44.0 43.0 ['pytest'] conda-forge/pytest-html pytest-html 72.0 376.0 10658.0 9674.0 https://pypi.org/project/pytest-html 2020-12-13 15:24:58.000 984.0 1763868.0 1766468.0 https://anaconda.org/conda-forge/pytest-html 2020-12-13 19:43:13.698 124829.0 2.0
58 56 packaging https://github.com/pypa/packaging Core utilities for Python packages. packaging 30 True pypa/packaging https://github.com/pypa/packaging BSD-2-Clause 2014-05-15 22:49:43.000 2021-05-05 20:49:50.000 2021-05-03 22:47:10.000 144.0 143.0 297.0 2021-01-29 20:27:31.000 20.9 35.0 68.0 conda-forge/packaging packaging 53.0 231260.0 202060.0 https://pypi.org/project/packaging 2021-01-29 20:24:35.000 29200.0 53930805.0 54052064.0 https://anaconda.org/conda-forge/packaging 2021-02-04 17:30:01.516 7154136.0 1.0 77.0
59 57 typed_ast https://github.com/python/typed_ast Modified fork of CPython's ast module that parses `# type:` comments. ast 30 True python/typed_ast https://github.com/python/typed_ast Apache-2.0 2016-02-16 22:40:09.000 2021-04-12 00:18:06.000 2021-04-12 00:18:06.000 46.0 75.0 182.0 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 17493486.0 17493486.0 1.0
60 58 py-spy https://github.com/benfred/py-spy Sampling profiler for Python programs. profiling 29 True benfred/py-spy https://github.com/benfred/py-spy MIT 2018-08-01 02:22:15.000 2021-05-06 06:35:41.000 2021-05-06 06:08:39.000 246.0 137.0 6854.0 2021-03-22 04:28:35.000 0.3.5 28.0 25.0 py-spy 61.0 380.0 820.0 770.0 https://pypi.org/project/py-spy 2021-03-22 04:28:35.000 50.0 523211.0 523438.0 2.0 5007.0 py-spy
61 59 pyre-check https://github.com/facebook/pyre-check Performant type-checking for python. linters 29 True facebook/pyre-check https://github.com/facebook/pyre-check MIT 2017-11-10 17:31:36.000 2021-05-06 03:41:10.000 2021-05-06 03:41:06.000 311.0 193.0 5289.0 2021-05-04 21:15:18.000 0.9.1 60.0 159.0 pyre-check 65.0 9062.0 46.0 https://pypi.org/project/pyre-check 2021-05-04 21:15:18.000 46.0 18337.0 18337.0 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 2021-05-05 05:11:21.000 2021-05-05 05:08:31.000 221.0 80.0 3363.0 2019-11-14 11:06:56.000 0.4.10 38.0 50.0 conda-forge/pipreqs pipreqs 82.0 300.0 5531.0 5003.0 https://pypi.org/project/pipreqs 2019-11-14 11:00:54.000 528.0 101667.0 102037.0 https://anaconda.org/conda-forge/pipreqs 2019-11-14 14:53:43.131 20758.0 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 2021-05-05 12:51:53.000 2021-05-05 12:51:51.000 273.0 866.0 1455.0 2021-02-27 12:22:01.000 0.15.2 51.0 141.0 wemake-python-styleguide 82.0 1674.0 332.0 318.0 https://pypi.org/project/wemake-python-styleguide 2021-02-27 12:21:14.000 14.0 66762.0 66762.0 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 2021-04-22 17:28:13.000 2021-04-18 12:33:46.000 122.0 114.0 1127.0 2020-10-07 16:08:59.000 0.18.0 19.0 63.0 conda-forge/rope rope 75.0 1879.0 30896.0 27964.0 https://pypi.org/project/rope 2020-10-07 16:08:59.000 2932.0 359224.0 369721.0 https://anaconda.org/conda-forge/rope 2021-04-19 19:56:13.091 514362.0 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 2021-05-06 07:42:40.000 2021-05-04 14:23:40.000 92.0 85.0 1051.0 2021-04-24 21:59:08.000 3.6.0 51.0 53.0 ['pytest'] conda-forge/pytest-mock pytest-mock 11.0 22069.0 15889.0 https://pypi.org/project/pytest-mock 2021-04-24 21:59:08.000 6180.0 3919076.0 3934325.0 https://anaconda.org/conda-forge/pytest-mock 2021-01-11 11:41:18.792 884466.0 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 2021-04-21 23:06:39.000 2021-04-21 23:06:33.000 79.0 94.0 707.0 2021-04-21 23:04:29.000 0.15.1 20.0 26.0 ['pytest'] conda-forge/pytest-asyncio pytest-asyncio 65.0 169.0 13771.0 11743.0 https://pypi.org/project/pytest-asyncio 2021-04-21 23:04:29.000 2028.0 1714271.0 1722633.0 https://anaconda.org/conda-forge/pytest-asyncio 2021-04-06 15:43:53.410 401386.0 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 53.0 538.0 2021-04-01 21:21:59.000 21.4.3 34.0 37.0 ['flake8'] conda-forge/flake8-bugbear flake8-bugbear 36.0 163.0 4554.0 3514.0 https://pypi.org/project/flake8-bugbear 2021-04-01 21:21:59.000 1040.0 795042.0 808023.0 https://anaconda.org/conda-forge/flake8-bugbear 2021-04-02 22:23:40.112 272609.0 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 2021-05-05 15:27:29.000 2021-05-04 14:19:42.000 138.0 335.0 528.0 2021-04-30 15:47:28.000 4.29.2 58.0 94.0 conda-forge/breathe breathe 96.0 1459.0 6428.0 4420.0 https://pypi.org/project/breathe 2021-04-30 15:40:13.000 2008.0 92505.0 95966.0 https://anaconda.org/conda-forge/breathe 2021-05-01 00:47:26.316 188640.0 2.0 32.0
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 2021-05-06 14:07:52.000 2021-04-17 17:19:27.000 69.0 28.0 441.0 2021-03-02 19:34:23.000 2.1.0 14.0 27.0 conda-forge/prettytable prettytable 18.0 309.0 16171.0 16171.0 https://pypi.org/project/prettytable 2021-03-02 19:34:23.000 0.0 3308639.0 3313122.0 https://anaconda.org/conda-forge/prettytable 2021-03-02 22:49:12.885 264536.0 2.0 1.0
70 68 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 33.0 397.0 2017-01-26 22:13:14.000 0.6.1 11.0 21.0 conda-forge/mccabe mccabe 7.0 142.0 222141.0 191131.0 https://pypi.org/project/mccabe 2017-01-26 22:13:14.000 31010.0 17912352.0 17955814.0 https://anaconda.org/conda-forge/mccabe 2018-07-08 18:43:04.536 2564288.0 1.0
71 69 hacking https://github.com/openstack/hacking OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org. linters 29 True openstack/hacking https://github.com/openstack/hacking Apache-2.0 2013-03-26 21:09:28.000 2021-05-03 07:19:25.000 2021-05-03 02:35:11.000 66.0 217.0 2021-04-21 10:37:50.000 4.1.0 37.0 179.0 ['flake8'] hacking 1049.0 8690.0 https://pypi.org/project/hacking 2021-04-21 10:37:50.000 8690.0 439761.0 439761.0 2.0 -1.0
72 70 PySnooper https://github.com/cool-RR/PySnooper Never use print for debugging again. debugging 28 True cool-RR/PySnooper https://github.com/cool-RR/PySnooper MIT 2019-04-18 13:55:43.000 2021-04-04 12:13:54.000 2021-04-04 12:13:54.000 888.0 92.0 14392.0 2020-09-14 09:47:00.000 0.4.2 53.0 25.0 conda-forge/pysnooper pysnooper 18.0 292.0 429.0 383.0 https://pypi.org/project/pysnooper 2020-09-14 09:47:00.000 46.0 77802.0 79259.0 https://anaconda.org/conda-forge/pysnooper 2021-02-27 21:29:24.034 34975.0 1.0
73 71 pyright https://github.com/microsoft/pyright Static type checker for Python. linters 28 True Microsoft/pyright https://github.com/microsoft/pyright MIT 2019-03-12 03:38:46.000 2021-05-06 02:55:32.000 2021-05-06 02:54:14.000 317.0 1501.0 6639.0 2021-05-04 23:16:24.000 1.1.137 221.0 55.0 8.0 3397.0 76.0 72.0 73553.0 2.0 pyright https://www.npmjs.com/package/pyright 2021-05-04 23:09:10.318 4.0 73553.0
74 72 line_profiler https://github.com/pyutils/line_profiler Line-by-line profiling for Python. profiling 28 True pyutils/line_profiler https://github.com/pyutils/line_profiler BSD-3-Clause 2016-05-26 17:37:38.151 2021-05-05 18:23:50.000 2021-05-05 18:23:50.000 250.0 11.0 3521.0 2021-04-30 19:15:30.000 3.2.5 8.0 23.0 conda-forge/line_profiler line_profiler 30.0 158.0 692.0 https://pypi.org/project/line_profiler 2017-12-20 02:30:37.000 692.0 418931.0 421830.0 https://anaconda.org/conda-forge/line_profiler 2021-05-01 02:19:56.551 173979.0 2.0
75 73 mimesis https://github.com/lk-geimfari/mimesis Mimesis is a high-performance fake data generator for Python, which provides data for a variety of purposes in a.. testing 28 True lk-geimfari/mimesis https://github.com/lk-geimfari/mimesis MIT 2016-09-09 21:41:22.000 2021-05-05 10:01:14.000 2021-04-30 07:22:02.000 274.0 276.0 3288.0 2020-12-21 11:12:37.000 4.1.3 30.0 106.0 mimesis 8.0 1958.0 84.0 https://pypi.org/project/mimesis 2020-12-21 11:12:37.000 84.0 119097.0 119099.0 2.0 155.0
76 74 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 2021-05-05 18:30:03.000 2021-05-05 18:30:00.000 189.0 314.0 3258.0 2021-05-04 22:32:03.000 2021.5.4 97.0 61.0 conda-forge/pytype pytype 99.0 4254.0 88.0 https://pypi.org/project/pytype 2021-05-04 22:32:03.000 88.0 119454.0 123075.0 https://anaconda.org/conda-forge/pytype 2020-10-13 18:48:00.617 43459.0 2.0
77 75 structlog https://github.com/hynek/structlog Structured Logging for Python. logging 28 True hynek/structlog https://github.com/hynek/structlog MIT 2013-08-13 15:55:58.000 2021-05-06 05:15:10.000 2021-05-06 05:14:50.000 135.0 148.0 1481.0 2021-02-18 16:17:00.000 21.1.0 23.0 72.0 conda-forge/structlog structlog 33.0 4365.0 3159.0 https://pypi.org/project/structlog 2021-02-18 16:06:29.000 1206.0 2019726.0 2021522.0 https://anaconda.org/conda-forge/structlog 2021-02-22 14:39:08.894 104220.0 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 2021-04-20 16:58:00.000 2021-03-09 07:24:38.000 92.0 131.0 1211.0 2021-03-07 10:46:49.000 4.4.0 47.0 43.0 conda-forge/radon radon 20.0 508.0 2833.0 1735.0 https://pypi.org/project/radon 2021-03-09 07:30:44.000 1098.0 289627.0 290295.0 https://anaconda.org/conda-forge/radon 2020-09-18 20:13:31.841 28761.0 2.0
79 77 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 2021-05-05 18:53:59.000 2021-04-18 13:30:12.000 390.0 110.0 1204.0 8.0 75.0 conda-forge/pyelftools pyelftools 54.0 568.0 2954.0 2070.0 https://pypi.org/project/pyelftools 2020-10-27 13:45:19.000 884.0 759014.0 760034.0 https://anaconda.org/conda-forge/pyelftools 2020-10-27 16:16:13.901 63286.0 1.0
80 78 scons https://github.com/SCons/scons SCons - a software construction tool. build-tools 28 True SCons/scons https://github.com/SCons/scons MIT 2017-03-23 22:12:34.579 2021-05-05 23:45:38.000 2021-05-04 03:28:06.000 211.0 2637.0 1137.0 2021-01-19 22:02:05.000 4.1.0 14.0 133.0 conda-forge/scons scons 664.0 7115.0 50.0 https://pypi.org/project/scons 2019-12-17 02:49:51.000 50.0 198211.0 201871.0 https://anaconda.org/conda-forge/scons 2021-01-20 08:05:53.549 182356.0 2.0 350.0
81 79 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 2021-04-28 19:57:23.000 2021-04-28 19:57:23.000 82.0 68.0 999.0 2021-01-15 19:34:46.000 1.10.3 38.0 35.0 conda-forge/safety safety 44.0 372.0 2383.0 1839.0 https://pypi.org/project/safety 2021-01-15 19:34:46.000 544.0 564826.0 568584.0 https://anaconda.org/conda-forge/safety 2021-01-15 20:54:00.958 17085.0 2.0 42668.0
82 80 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 16:12:03.000 141.0 45.0 963.0 2020-10-12 16:26:53.000 2.0.1 19.0 43.0 conda-forge/python-json-logger python-json-logger 17.0 179.0 15564.0 14646.0 https://pypi.org/project/python-json-logger 2020-10-12 16:26:53.000 918.0 2985376.0 2998262.0 https://anaconda.org/conda-forge/python-json-logger 2020-10-12 23:31:31.855 631445.0 2.0
83 81 colorlog https://github.com/borntyping/python-colorlog A colored formatter for the python logging module. logging 28 True borntyping/python-colorlog https://github.com/borntyping/python-colorlog MIT 2012-09-05 17:57:21.000 2021-04-14 16:26:06.310 2021-04-14 13:38:51.000 72.0 61.0 686.0 2021-04-13 13:51:48.000 5.0.1 57.0 29.0 conda-forge/colorlog colorlog 1.0 13314.0 9648.0 https://pypi.org/project/colorlog 2021-04-13 20:16:16.000 3666.0 4354187.0 4359907.0 https://anaconda.org/conda-forge/colorlog 2021-04-14 16:26:06.310 348974.0 2.0
84 82 progressbar2 https://github.com/WoLpH/python-progressbar Progressbar 2 - A progress bar for Python 2 and Python 3 - pip install progressbar2. logging 28 True WoLpH/python-progressbar https://github.com/WoLpH/python-progressbar BSD-3-Clause 2012-02-20 06:19:21.000 2021-03-15 00:40:40.000 2021-03-15 00:40:40.000 91.0 179.0 686.0 2020-09-09 13:36:59.000 3.53.1 94.0 38.0 conda-forge/progressbar2 progressbar2 9.0 867.0 11056.0 8860.0 https://pypi.org/project/progressbar2 2020-09-09 13:28:47.000 2196.0 931005.0 935923.0 https://anaconda.org/conda-forge/progressbar2 2020-09-09 14:31:33.844 268672.0 2.0 1568.0
85 83 nose2 https://github.com/nose-devs/nose2 The successor to nose, based on unittest2. testing 28 True nose-devs/nose2 https://github.com/nose-devs/nose2 BSD-3-Clause 2011-12-14 15:33:15.000 2021-03-10 16:59:07.000 2021-03-10 16:59:06.000 131.0 196.0 678.0 2021-01-27 21:57:28.000 0.10.0 26.0 71.0 conda-forge/nose2 nose2 55.0 990.0 5621.0 3683.0 https://pypi.org/project/nose2 2021-01-27 21:57:28.000 1938.0 307852.0 308677.0 https://anaconda.org/conda-forge/nose2 2020-02-02 06:02:02.004 29704.0 2.0
86 84 astor https://github.com/berkerpeksag/astor Python AST read/write. ast 28 True berkerpeksag/astor https://github.com/berkerpeksag/astor BSD-3-Clause 2012-09-19 23:02:51.000 2021-03-15 17:27:04.000 2021-03-15 17:27:04.000 80.0 72.0 578.0 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 3259778.0 3282725.0 https://anaconda.org/conda-forge/astor 2020-07-01 13:36:26.971 1124445.0 2.0 1.0
87 85 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 2021-05-05 17:00:51.000 2021-03-29 11:37:20.000 170.0 203.0 511.0 2021-03-08 07:25:44.000 2.13.4 103.0 89.0 zc.buildout 138.0 1616.0 1974.0 https://pypi.org/project/zc.buildout 2021-03-09 08:12:12.000 1974.0 105348.0 105348.0 2.0
88 86 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 99.0 149.0 461.0 2021-04-09 06:40:49.000 2.4.3 49.0 58.0 ['pylint'] conda-forge/pylint-django pylint-django 24.0 547.0 15416.0 13170.0 https://pypi.org/project/pylint-django 2021-04-09 06:39:56.000 2246.0 619853.0 621217.0 https://anaconda.org/conda-forge/pylint-django 2021-01-12 09:07:20.984 77245.0 2.0 180.0
89 87 ddt https://github.com/datadriventests/ddt Data-Driven Tests for Python Unittest. testing 28 True datadriventests/ddt https://github.com/datadriventests/ddt MIT 2012-02-11 22:57:10.000 2021-03-12 20:36:06.000 2021-03-12 20:34:54.000 96.0 30.0 382.0 2021-03-12 20:36:06.000 1.4.2 26.0 34.0 conda-forge/ddt ddt 17.0 211.0 5963.0 3479.0 https://pypi.org/project/ddt 2020-05-15 02:43:35.000 2484.0 299185.0 300344.0 https://anaconda.org/conda-forge/ddt 2020-05-15 03:17:11.932 57951.0 2.0
90 88 Nuitka https://github.com/Nuitka/Nuitka Nuitka is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.3, 3.4, 3.5, 3.6, 3.7,.. packaging 27 True Nuitka/Nuitka https://github.com/Nuitka/Nuitka Apache-2.0 2013-04-23 15:40:33.000 2021-05-05 05:45:00.000 2021-05-04 07:36:53.000 282.0 709.0 4144.0 2021-04-15 16:56:28.000 0.6.14 148.0 93.0 conda-forge/nuitka nuitka 186.0 7654.0 54.0 https://pypi.org/project/nuitka 2021-05-04 07:53:23.000 54.0 21650.0 26114.0 https://anaconda.org/conda-forge/nuitka 2021-05-04 11:35:24.060 272336.0 2.0
91 89 coala https://github.com/coala/coala coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming.. linters 27 True coala/coala https://github.com/coala/coala AGPL-3.0 2014-05-15 11:35:34.000 2021-04-17 20:06:14.000 2021-04-17 17:58:48.000 1356.0 2369.0 3186.0 2017-05-30 10:07:57.000 0.11.1 730.0 481.0 coala-bears 846.0 4484.0 218.0 10.0 https://pypi.org/project/coala-bears 2017-11-10 21:04:50.000 208.0 4538.0 4539.0 2.0 -1.0 135.0
92 90 memory-profiler https://github.com/pythonprofilers/memory_profiler Monitor Memory usage of Python code. profiling 27 True pythonprofilers/memory_profiler https://github.com/pythonprofilers/memory_profiler BSD-3-Clause 2011-10-14 11:56:14.000 2021-04-19 19:16:50.000 2021-04-19 19:16:50.000 309.0 99.0 2891.0 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 277382.0 277382.0 2.0
93 91 pyinstrument https://github.com/joerick/pyinstrument Call stack profiler for Python. Shows you why your code is slow!. profiling 27 True joerick/pyinstrument https://github.com/joerick/pyinstrument BSD-3-Clause 2014-03-13 17:53:13.000 2021-05-03 13:06:12.737 2021-05-03 09:03:51.000 104.0 60.0 2739.0 2021-05-03 09:06:06.000 3.4.2 29.0 27.0 conda-forge/pyinstrument pyinstrument 19.0 470.0 385.0 249.0 https://pypi.org/project/pyinstrument 2021-05-03 09:06:06.000 136.0 152247.0 153474.0 https://anaconda.org/conda-forge/pyinstrument 2021-05-03 13:06:12.737 68749.0 2.0
94 92 pudb https://github.com/inducer/pudb Full-screen console debugger for Python. debugging 27 True inducer/pudb https://github.com/inducer/pudb MIT 2011-05-13 23:44:30.000 2021-04-29 23:03:19.000 2021-04-29 23:03:18.000 174.0 131.0 2024.0 2017-09-02 18:52:28.000 2017.1.4 68.0 74.0 conda-forge/pudb pudb 137.0 3746.0 2320.0 https://pypi.org/project/pudb 2020-12-21 04:20:59.000 1426.0 642885.0 644582.0 https://anaconda.org/conda-forge/pudb 2020-04-15 19:25:06.154 98475.0 2.0
95 93 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 1610.0 2016-11-25 22:13:29.000 4.0.515 36.0 342.0 diamond 226.0 3219.0 86.0 55.0 https://pypi.org/project/diamond 2016-11-25 22:13:29.000 31.0 33068.0 33068.0 2.0 1.0
96 94 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 2021-05-03 08:14:55.000 2021-04-29 20:36:37.000 71.0 132.0 1463.0 2021-01-16 17:51:40.000 2.3 42.0 28.0 conda-forge/vulture vulture 13.0 679.0 1264.0 904.0 https://pypi.org/project/vulture 2021-01-16 17:49:50.000 360.0 116883.0 117630.0 https://anaconda.org/conda-forge/vulture 2020-08-11 23:14:02.062 42629.0 2.0 1.0
97 95 prospector https://github.com/PyCQA/prospector Inspects Python source files and provides information about type and location of classes, methods etc. code-metrics 27 True PyCQA/prospector https://github.com/PyCQA/prospector GPL-2.0 2013-08-05 07:26:30.000 2021-04-27 08:39:16.000 2020-10-21 22:30:57.000 122.0 211.0 1421.0 2020-10-21 22:32:26.000 1.3.1 91.0 67.0 conda-forge/prospector prospector 51.0 1051.0 3356.0 2218.0 https://pypi.org/project/prospector 2020-10-21 22:31:43.000 1138.0 457741.0 458155.0 https://anaconda.org/conda-forge/prospector 2020-11-18 00:26:14.628 23610.0 2.0
98 96 flit https://github.com/takluyver/flit Simplified packaging of Python modules. build-tools 27 True takluyver/flit https://github.com/takluyver/flit BSD-3-Clause 2015-03-13 21:22:27.000 2021-05-01 00:36:07.000 2021-04-02 14:17:07.000 69.0 160.0 1410.0 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 80462.0 82025.0 https://anaconda.org/conda-forge/flit 2021-03-22 11:34:50.479 79716.0 3.0
99 97 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 2021-05-03 17:57:23.000 2021-05-03 17:57:23.000 126.0 191.0 1007.0 2020-09-04 06:38:01.000 0.33.1 43.0 56.0 conda-forge/doit doit 64.0 1361.0 1160.0 694.0 https://pypi.org/project/doit 2020-09-04 06:38:01.000 466.0 142779.0 144027.0 https://anaconda.org/conda-forge/doit 2020-10-11 16:47:23.103 51187.0 3.0
100 98 pytest-benchmark https://github.com/ionelmc/pytest-benchmark py.test fixture for benchmarking code. testing 27 True ionelmc/pytest-benchmark https://github.com/ionelmc/pytest-benchmark BSD-2-Clause 2014-10-10 10:55:33.000 2021-04-29 19:23:45.000 2021-04-17 19:47:14.000 78.0 77.0 751.0 2021-04-17 19:47:26.000 3.4.1 41.0 32.0 ['pytest'] conda-forge/pytest-benchmark pytest-benchmark 71.0 984.0 2478.0 1748.0 https://pypi.org/project/pytest-benchmark 2021-04-17 19:47:26.000 730.0 330964.0 339250.0 https://anaconda.org/conda-forge/pytest-benchmark 2021-04-18 21:19:04.860 513771.0 3.0
101 99 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 50.0 68.0 700.0 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 11786.0 7206.0 https://pypi.org/project/pytest-sugar 2020-07-06 18:40:33.000 4580.0 503294.0 505438.0 https://anaconda.org/conda-forge/pytest-sugar 2020-09-18 13:41:24.029 96518.0 3.0
102 100 pep8-naming https://github.com/PyCQA/pep8-naming Naming Convention checker for Python. linters 27 False PyCQA/pep8-naming https://github.com/PyCQA/pep8-naming Saxpath 2013-02-09 18:32:52.000 2021-05-01 15:45:56.000 2021-05-01 15:45:56.000 49.0 64.0 298.0 2020-06-16 23:48:52.000 0.11.1 21.0 27.0 conda-forge/pep8-naming pep8-naming 13.0 224.0 9308.0 6280.0 https://pypi.org/project/pep8-naming 2020-06-16 23:48:52.000 3028.0 838422.0 841366.0 https://anaconda.org/conda-forge/pep8-naming 2020-07-01 03:49:33.929 185519.0 2.0
103 101 astunparse https://github.com/simonpercivall/astunparse An AST unparser for Python. ast 27 False simonpercivall/astunparse https://github.com/simonpercivall/astunparse BSD-3-Clause 2014-03-31 15:34:54.000 2021-01-15 07:40:29.426 2019-12-22 18:11:19.000 39.0 21.0 160.0 2019-12-22 18:12:11.000 1.6.3 11.0 10.0 conda-forge/astunparse astunparse 18.0 86.0 18308.0 18126.0 https://pypi.org/project/astunparse 2019-12-22 18:12:11.000 182.0 3966277.0 3971004.0 https://anaconda.org/conda-forge/astunparse 2021-01-15 07:40:29.426 222182.0 3.0
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 2021-05-06 12:06:07.000 2021-05-06 12:06:06.000 2035.0 1016.0 23280.0 2021-05-01 05:42:11.000 1.2.27 40.0 319.0 pyenv 265.0 2531.0 1.0 https://pypi.org/project/pyenv 2019-01-12 14:49:22.000 1.0 6761.0 6761.0 2.0
105 103 sqlmap https://github.com/sqlmapproject/sqlmap Automatic SQL injection and database takeover tool. security 26 True sqlmapproject/sqlmap https://github.com/sqlmapproject/sqlmap GPL-3.0 2012-06-26 09:52:15.000 2021-05-01 11:25:09.000 2021-05-01 11:25:00.000 4233.0 4253.0 20016.0 2021-03-03 22:08:16.000 1.5.3 67.0 106.0 sqlmap 48.0 9764.0 8.0 https://pypi.org/project/sqlmap 2021-05-01 09:40:03.000 8.0 6283.0 6283.0 2.0
106 104 pex https://github.com/pantsbuild/pex A library and tool for generating .pex (Python EXecutable) files. packaging 26 True pantsbuild/pex https://github.com/pantsbuild/pex Apache-2.0 2014-07-21 17:06:12.000 2021-05-01 03:56:42.000 2021-04-29 22:45:11.000 193.0 552.0 1861.0 2021-04-29 23:00:08.000 2.1.42 131.0 98.0 pex 133.0 230.0 https://pypi.org/project/pex 2021-04-29 23:00:51.000 230.0 141039.0 146433.0 2.0 291287.0
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 2021-05-05 22:09:32.000 2020-10-18 16:56:10.000 234.0 389.0 1297.0 2020-10-06 16:13:40.000 0.12.10 613.0 35.0 pybuilder 87.0 1284.0 110.0 https://pypi.org/project/pybuilder 2021-05-05 22:09:32.000 110.0 18010.0 18010.0 3.0
108 106 pytest-bdd https://github.com/pytest-dev/pytest-bdd BDD library for the py.test runner. testing 26 True pytest-dev/pytest-bdd https://github.com/pytest-dev/pytest-bdd MIT 2013-03-29 07:27:43.000 2021-04-29 11:51:57.000 2021-04-29 11:51:53.000 130.0 128.0 806.0 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 180874.0 181925.0 https://anaconda.org/conda-forge/pytest-bdd 2020-02-03 16:53:59.114 25229.0 3.0
109 107 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 2021-05-04 19:34:03.000 2021-04-30 20:58:34.000 41.0 108.0 733.0 2019-10-04 12:04:09.000 0.10.2 25.0 39.0 conda-forge/pdbpp pdbpp 54.0 685.0 3053.0 2025.0 https://pypi.org/project/pdbpp 2019-10-04 12:04:09.000 1028.0 218524.0 219765.0 https://anaconda.org/conda-forge/pdbpp 2019-05-07 20:32:36.208 55867.0 2.0
110 108 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 74.0 160.0 696.0 2021-04-28 04:27:10.000 3.2.6 140.0 37.0 conda-forge/green green 3.0 1041.0 933.0 575.0 https://pypi.org/project/green 2021-04-28 04:27:10.000 358.0 15273.0 16991.0 https://anaconda.org/conda-forge/green 2020-11-12 18:09:27.157 75610.0 3.0
111 109 Yappi https://github.com/sumerc/yappi Yet Another Python Profiler, but this time thread&coroutine&greenlet aware. profiling 26 True sumerc/yappi https://github.com/sumerc/yappi MIT 2009-10-07 20:46:30.000 2021-03-23 08:19:22.000 2021-03-23 08:19:22.000 43.0 32.0 617.0 2020-11-27 15:28:40.000 1.3.2 17.0 22.0 conda-forge/yappi yappi 11.0 639.0 1033.0 393.0 https://pypi.org/project/yappi 2020-11-27 15:28:40.000 640.0 208296.0 209891.0 https://anaconda.org/conda-forge/yappi 2020-11-28 16:22:51.992 74970.0 3.0 -1.0
112 110 setuptools_scm https://github.com/pypa/setuptools_scm the blessed package to manage your versions by scm tags. build-tools 26 True pypa/setuptools_scm https://github.com/pypa/setuptools_scm MIT 2015-07-01 17:57:56.000 2021-05-03 17:06:16.000 2021-05-03 17:06:16.000 135.0 259.0 455.0 2020-12-13 22:17:40.000 5.0.1 47.0 84.0 conda-forge/setuptools_scm setuptools_scm 68.0 694.0 https://pypi.org/project/setuptools_scm 2018-08-09 06:35:57.000 694.0 13497357.0 13507564.0 https://anaconda.org/conda-forge/setuptools_scm 2021-03-17 16:05:30.451 632862.0 3.0
113 111 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 49.0 413.0 2018-04-29 22:06:15.000 9.3.1 62.0 16.0 coloredlogs 23.0 271.0 9625.0 7529.0 https://pypi.org/project/coloredlogs 2020-12-10 13:10:51.000 2096.0 1584857.0 1584857.0 3.0
114 112 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 2021-04-27 14:08:55.000 2020-12-27 17:36:40.000 41.0 32.0 375.0 2019-08-04 15:14:24.000 1.3.1 36.0 17.0 conda-forge/autoflake autoflake 24.0 439.0 2724.0 2144.0 https://pypi.org/project/autoflake 2019-08-04 15:14:24.000 580.0 928842.0 933004.0 https://anaconda.org/conda-forge/autoflake 2019-04-25 16:08:45.978 104069.0 2.0
115 113 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 2021-04-17 15:28:26.000 2021-04-15 00:19:06.000 65.0 70.0 334.0 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 289624.0 293608.0 https://anaconda.org/conda-forge/sphinx-autodoc-typehints 2021-04-15 04:06:00.666 167359.0 2.0
116 114 darglint https://github.com/terrencepreilly/darglint A python documentation linter which checks that the docstring description matches the definition. linters 26 True terrencepreilly/darglint https://github.com/terrencepreilly/darglint MIT 2017-09-25 14:11:21.000 2021-04-20 18:35:00.000 2021-04-04 23:02:21.000 23.0 90.0 304.0 2021-02-22 05:24:56.000 1.7.0 47.0 21.0 conda-forge/darglint darglint 37.0 495.0 417.0 397.0 https://pypi.org/project/darglint 2021-02-22 05:24:56.000 20.0 164996.0 165572.0 https://anaconda.org/conda-forge/darglint 2021-04-05 00:44:14.308 11537.0 2.0
117 115 pytest-mypy https://github.com/dbader/pytest-mypy Mypy static type checker plugin for Pytest. testing 26 True dbader/pytest-mypy https://github.com/dbader/pytest-mypy MIT 2016-09-29 14:39:23.000 2021-03-21 15:51:09.000 2021-03-21 15:48:31.000 31.0 34.0 187.0 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 1294.0 1028.0 https://pypi.org/project/pytest-mypy 2021-03-21 15:51:09.000 266.0 307149.0 307744.0 https://anaconda.org/conda-forge/pytest-mypy 2020-11-24 14:50:18.057 8935.0 3.0
118 116 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 57680.0 54292.0 https://pypi.org/project/gast 2020-08-07 21:45:21.000 3388.0 7182450.0 7212214.0 https://anaconda.org/conda-forge/gast 2020-08-07 22:36:47.303 1071514.0 3.0
119 117 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 2021-04-25 20:32:01.000 2020-12-21 02:51:39.000 457.0 155.0 7929.0 2020-12-21 03:07:33.000 0.14.0.2 90.0 35.0 gdbgui 110.0 420.0 88.0 86.0 https://pypi.org/project/gdbgui 2020-12-21 02:53:00.000 2.0 86401.0 86739.0 3.0 3386.0
120 118 playwright-python https://github.com/microsoft/playwright-python Python version of the Playwright testing and automation library. testing 25 True microsoft/playwright-python https://github.com/microsoft/playwright-python Apache-2.0 2020-07-01 15:28:13.000 2021-05-06 12:09:40.000 2021-05-04 10:08:25.000 373.0 293.0 4466.0 2021-03-24 21:32:03.000 1.10.0 49.0 19.0 playwright 16.0 336.0 187.0 187.0 https://pypi.org/project/playwright 2021-03-10 21:12:55.000 0.0 47212.0 47212.0 3.0
121 119 mamba https://github.com/mamba-org/mamba The Fast Cross-Platform Package Manager. dependency-managers 25 True mamba-org/mamba https://github.com/mamba-org/mamba BSD-3-Clause 2019-03-05 13:05:10.000 2021-05-03 12:45:57.223 2021-05-03 08:14:35.000 84.0 307.0 1535.0 70.0 47.0 conda-forge/mamba 125.0 1232.0 311.0 311.0 29107.0 https://anaconda.org/conda-forge/mamba 2021-05-03 12:45:57.223 756800.0 3.0
122 120 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 2021-05-06 02:08:14.000 2021-05-06 02:08:08.000 131.0 478.0 928.0 2021-04-28 07:53:46.000 6.7.0 220.0 14.0 pyarmor 7.0 3088.0 196.0 186.0 https://pypi.org/project/pyarmor 2021-04-28 07:53:45.000 10.0 89711.0 89711.0 3.0 18.0
123 121 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 53.0 774.0 2019-04-10 18:20:47.000 7.7.1 99.0 41.0 pylama 72.0 689.0 3341.0 2337.0 https://pypi.org/project/pylama 2019-04-10 18:20:47.000 1004.0 99422.0 99422.0 3.0
124 122 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 2021-04-22 07:43:52.000 2020-10-15 19:16:49.000 67.0 46.0 763.0 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 297798.0 301103.0 https://anaconda.org/conda-forge/pympler 2020-10-14 22:08:39.935 165268.0 3.0
125 123 typeguard https://github.com/agronholm/typeguard Run-time type checker for Python. debugging 25 True agronholm/typeguard https://github.com/agronholm/typeguard MIT 2015-12-27 23:15:37.000 2021-04-23 16:15:47.000 2021-04-01 17:47:35.000 57.0 113.0 638.0 2021-04-01 18:09:22.000 2.12.0 40.0 17.0 conda-forge/typeguard typeguard 35.0 235.0 158.0 https://pypi.org/project/typeguard 2021-04-01 18:09:22.000 158.0 1818030.0 1819371.0 https://anaconda.org/conda-forge/typeguard 2021-04-01 19:27:48.947 37548.0 3.0
126 124 asv https://github.com/airspeed-velocity/asv Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. testing 25 True airspeed-velocity/asv https://github.com/airspeed-velocity/asv BSD-3-Clause 2013-11-07 20:43:31.000 2021-03-25 19:51:14.000 2021-03-25 19:51:14.000 129.0 300.0 580.0 2020-05-16 12:35:26.000 0.4.2 16.0 53.0 conda-forge/asv asv 111.0 1889.0 237.0 149.0 https://pypi.org/project/asv 2020-05-16 12:33:41.000 88.0 14489.0 22257.0 https://anaconda.org/conda-forge/asv 2021-02-16 18:17:19.627 403980.0 3.0
127 125 sphinx-bootstrap-theme https://github.com/ryan-roemer/sphinx-bootstrap-theme Sphinx Bootstrap Theme. documentation 25 False ryan-roemer/sphinx-bootstrap-theme https://github.com/ryan-roemer/sphinx-bootstrap-theme MIT 2011-12-07 14:53:00.000 2021-01-13 12:56:13.000 2019-09-25 19:17:09.000 203.0 78.0 576.0 2019-03-29 17:57:28.000 0.7.1 56.0 37.0 ['sphinx'] sphinx-bootstrap-theme 57.0 393.0 2969.0 1993.0 https://pypi.org/project/sphinx-bootstrap-theme 2019-03-29 17:57:28.000 976.0 38763.0 38763.0 2.0
128 126 PyHamcrest https://github.com/hamcrest/PyHamcrest Hamcrest matchers for Python. testing 25 True hamcrest/PyHamcrest https://github.com/hamcrest/PyHamcrest BSD-3-Clause 2010-12-24 02:55:56.000 2021-03-12 17:18:45.000 2021-03-08 10:35:21.000 81.0 48.0 544.0 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 1031149.0 1037005.0 https://anaconda.org/conda-forge/pyhamcrest 2020-03-02 15:36:14.195 351405.0 3.0
129 127 paver https://github.com/paver/paver Python-based project scripting. build-tools 25 True paver/paver https://github.com/paver/paver BSD-3-Clause 2010-11-11 09:43:52.000 2021-04-30 11:53:47.000 2021-04-30 11:53:35.000 76.0 92.0 441.0 2017-12-31 01:13:41.000 1.3.4 28.0 44.0 conda-forge/paver paver 37.0 533.0 1908.0 https://pypi.org/project/paver 2017-12-31 01:13:41.000 1908.0 37883.0 38279.0 https://anaconda.org/conda-forge/paver 2018-07-24 12:48:36.122 21399.0 3.0
130 128 mypy-protobuf https://github.com/dropbox/mypy-protobuf open source tools to generate mypy stubs from protobufs. linters 25 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 58.0 347.0 29.0 27.0 mypy-protobuf 12.0 252.0 240.0 216.0 https://pypi.org/project/mypy-protobuf 2021-02-04 23:42:23.000 24.0 576176.0 576176.0 3.0
131 129 sphinx-autobuild https://github.com/executablebooks/sphinx-autobuild Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a livereload enabled.. documentation 25 True executablebooks/sphinx-autobuild https://github.com/executablebooks/sphinx-autobuild MIT 2013-12-25 17:09:56.000 2021-03-14 17:15:24.297 2021-03-14 13:43:08.000 47.0 44.0 322.0 2021-03-14 13:46:47.000 2021.3.14 15.0 17.0 ['sphinx'] conda-forge/sphinx-autobuild sphinx-autobuild 11.0 4682.0 https://pypi.org/project/sphinx-autobuild 2021-03-14 13:46:47.000 4682.0 158890.0 159942.0 https://anaconda.org/conda-forge/sphinx-autobuild 2021-03-14 17:15:24.297 51554.0 2.0
132 130 flake8-import-order https://github.com/PyCQA/flake8-import-order Flake8 plugin that checks import order against various Python Style Guides. linters 25 True PyCQA/flake8-import-order https://github.com/PyCQA/flake8-import-order LGPL-3.0 2014-03-16 12:46:09.000 2021-03-12 04:22:24.000 2020-08-04 12:21:12.000 61.0 85.0 236.0 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 375805.0 379284.0 https://anaconda.org/conda-forge/flake8-import-order 2019-03-06 03:48:48.199 187876.0 3.0
133 131 check-manifest https://github.com/mgedmin/check-manifest Tool to check the completeness of MANIFEST.in for Python packages. linters 25 True mgedmin/check-manifest https://github.com/mgedmin/check-manifest MIT 2013-03-05 15:27:20.000 2021-04-22 19:51:35.000 2021-04-22 19:51:21.000 30.0 70.0 226.0 40.0 19.0 conda-forge/check-manifest check-manifest 15.0 520.0 6634.0 4830.0 https://pypi.org/project/check-manifest 2021-01-04 14:37:14.000 1804.0 205872.0 206785.0 https://anaconda.org/conda-forge/check-manifest 2021-01-04 16:36:49.618 26488.0 3.0
134 132 flake8-quotes https://github.com/zheller/flake8-quotes Flake8 extension for checking quotes in python. linters 25 True zheller/flake8-quotes https://github.com/zheller/flake8-quotes MIT 2014-03-10 00:05:08.000 2020-06-06 07:55:44.000 2020-05-12 23:46:18.000 33.0 39.0 126.0 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 4449.0 3045.0 https://pypi.org/project/flake8-quotes 2020-05-12 23:46:28.000 1404.0 534473.0 542406.0 https://anaconda.org/conda-forge/flake8-quotes 2020-05-13 00:39:59.431 444288.0 3.0
135 133 MonkeyType https://github.com/Instagram/MonkeyType A system for Python that generates static type annotations by collecting runtime types. refactoring 24 True Instagram/MonkeyType https://github.com/Instagram/MonkeyType BSD-3-Clause 2017-07-11 00:19:00.000 2021-04-23 19:11:51.000 2021-04-23 19:11:43.000 126.0 103.0 3347.0 2020-05-18 19:40:30.000 20.5.0 20.0 36.0 conda-forge/monkeytype monkeytype 35.0 271.0 151.0 117.0 https://pypi.org/project/monkeytype 2020-05-18 19:40:30.000 34.0 41019.0 41802.0 https://anaconda.org/conda-forge/monkeytype 2020-05-19 00:57:07.937 31327.0 2.0
136 134 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 2021-05-05 04:06:06.000 2021-01-08 01:36:09.000 88.0 41.0 2317.0 2021-01-08 01:37:28.000 1.6.2 19.0 1.0 conda-forge/alive-progress alive-progress 17.0 246.0 279.0 279.0 https://pypi.org/project/alive-progress 2021-01-08 01:37:28.000 0.0 15150.0 15627.0 https://anaconda.org/conda-forge/alive-progress 2021-01-08 03:33:35.990 7169.0 3.0
137 135 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 2021-04-21 19:45:40.000 2021-04-18 09:44:16.000 272.0 196.0 1886.0 2021-04-18 09:46:10.000 6.3.0 4.0 103.0 ['pytest'] pytest-testinfra 111.0 660.0 0.0 https://pypi.org/project/pytest-testinfra 2021-03-18 20:54:27.000 0.0 94056.0 94056.0 3.0
138 136 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 2021-05-03 16:38:59.000 2020-12-30 22:21:45.000 72.0 53.0 1860.0 2019-10-05 13:00:41.000 1.2.1 26.0 14.0 notifiers 38.0 377.0 135.0 129.0 https://pypi.org/project/notifiers 2019-10-05 13:00:41.000 6.0 286766.0 286766.0 3.0
139 137 uiautomator https://github.com/xiaocong/uiautomator Python wrapper of Android uiautomator test tool. testing 24 True xiaocong/uiautomator https://github.com/xiaocong/uiautomator MIT 2013-08-18 03:38:50.000 2020-12-29 05:34:09.000 2020-11-16 01:36:32.000 589.0 115.0 1672.0 2020-11-16 03:43:07.000 1.0.2 41.0 13.0 uiautomator 171.0 316.0 306.0 184.0 https://pypi.org/project/uiautomator 2020-11-16 03:43:07.000 122.0 10664.0 10664.0 3.0
140 138 stackprinter https://github.com/cknd/stackprinter Debugging-friendly exceptions for Python. logging 24 True cknd/stackprinter https://github.com/cknd/stackprinter MIT 2018-09-05 10:58:47.000 2021-03-18 20:44:50.000 2021-01-01 18:48:26.000 31.0 13.0 1132.0 2020-10-31 13:10:42.000 0.2.5 14.0 6.0 stackprinter 9.0 159.0 57.0 53.0 https://pypi.org/project/stackprinter 2020-10-31 13:06:59.000 4.0 79853.0 79853.0 3.0
141 139 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 41.0 562.0 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 2905.0 2123.0 https://pypi.org/project/pytest-watch 2018-05-20 19:52:16.000 782.0 230816.0 231822.0 https://anaconda.org/conda-forge/pytest-watch 2021-01-18 20:02:36.906 40262.0 3.0
142 140 nox https://github.com/theacodes/nox Flexible test automation for Python. testing 24 True theacodes/nox https://github.com/theacodes/nox Apache-2.0 2016-02-24 04:02:58.000 2021-05-02 18:08:04.000 2021-04-24 02:33:57.000 88.0 172.0 535.0 2021-01-01 01:16:23.000 2020.12.31 18.0 57.0 ['pytest'] conda-forge/nox nox 50.0 581.0 525.0 https://pypi.org/project/nox 2021-01-01 01:16:23.000 56.0 287877.0 288721.0 https://anaconda.org/conda-forge/nox 2021-01-06 20:13:32.270 26165.0 3.0
143 141 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 82.0 475.0 2021-04-28 12:52:09.000 1.1.1 35.0 16.0 ['pytest'] conda-forge/pytest-testmon pytest-testmon 28.0 280.0 395.0 297.0 https://pypi.org/project/pytest-testmon 2021-04-28 12:47:25.000 98.0 89367.0 90120.0 https://anaconda.org/conda-forge/pytest-testmon 2019-08-03 00:17:17.063 29389.0 3.0
144 142 Mamba Test Runner https://github.com/nestorsalceda/mamba The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD). testing 24 True nestorsalceda/mamba https://github.com/nestorsalceda/mamba MIT 2013-03-12 18:53:42.000 2021-03-29 16:44:43.000 2020-11-16 12:31:58.000 62.0 52.0 462.0 2020-11-16 12:36:24.000 0.11.2 21.0 22.0 mamba 45.0 468.0 220.0 https://pypi.org/project/mamba 2020-11-16 12:35:41.000 220.0 18495.0 18495.0 3.0
145 143 pytest-randomly https://github.com/pytest-dev/pytest-randomly Pytest plugin to randomly order tests and control random.seed. testing 24 True pytest-dev/pytest-randomly https://github.com/pytest-dev/pytest-randomly MIT 2016-04-08 15:48:10.000 2021-05-06 12:47:07.000 2021-05-03 21:37:50.000 22.0 34.0 309.0 2021-04-11 10:01:58.000 3.7.0 22.0 15.0 pytest-randomly 7.0 214.0 https://pypi.org/project/pytest-randomly 2021-04-11 10:01:58.000 214.0 593354.0 593354.0 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 2021-04-24 13:15:25.000 2021-04-24 12:57:17.000 35.0 67.0 224.0 2021-04-24 13:10:04.000 0.10.4.0 10.0 14.0 py2exe 5.0 965.0 1457.0 1111.0 https://pypi.org/project/py2exe 2021-04-24 13:15:25.000 346.0 41022.0 41368.0 2.0 8998.0
147 145 docformatter https://github.com/myint/docformatter Formats docstrings to follow PEP 257. formatters 24 True myint/docformatter https://github.com/myint/docformatter MIT 2012-05-26 21:40:48.000 2021-04-15 20:42:40.000 2020-12-27 18:10:35.000 30.0 22.0 212.0 2019-11-10 16:23:03.000 1.3.1 48.0 15.0 docformatter 27.0 441.0 685.0 575.0 https://pypi.org/project/docformatter 2020-12-27 18:11:12.000 110.0 67919.0 67919.0 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 2021-04-20 13:52:18.000 2021-04-06 08:23:10.000 7.0 195.0 125.0 2021-04-06 08:27:25.000 0.24 39.0 24.0 py2app 147.0 598.0 5297.0 3655.0 https://pypi.org/project/py2app 2021-04-06 08:25:30.000 1642.0 20636.0 20636.0 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 2021-04-21 18:00:21.000 2021-04-21 18:00:20.000 27.0 42.0 120.0 2021-02-26 19:45:01.000 0.9.23 23.0 17.0 conda-forge/asteval asteval 4.0 384.0 777.0 539.0 https://pypi.org/project/asteval 2021-02-26 19:45:01.000 238.0 117053.0 119295.0 https://anaconda.org/conda-forge/asteval 2021-02-27 14:24:12.922 123351.0 3.0
150 148 flake8-isort https://github.com/gforcada/flake8-isort flake8 plugin that integrates isort. linters 24 True gforcada/flake8-isort https://github.com/gforcada/flake8-isort GPL-2.0 2015-09-12 19:25:34.000 2021-04-21 08:08:03.000 2020-08-11 08:04:26.000 35.0 37.0 108.0 2020-08-11 08:04:21.000 4.0.0 31.0 28.0 ['flake8'] conda-forge/flake8-isort flake8-isort 9.0 257.0 3674.0 2746.0 https://pypi.org/project/flake8-isort 2020-08-11 08:04:21.000 928.0 424259.0 424850.0 https://anaconda.org/conda-forge/flake8-isort 2020-08-11 09:43:27.627 11237.0 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 2021-04-03 03:58:43.000 2021-02-19 04:28:57.000 5.0 16.0 94.0 2021-01-29 16:18:48.000 0.15.4 56.0 5.0 xdoctest 16.0 585.0 977.0 925.0 https://pypi.org/project/xdoctest 2021-01-29 16:18:48.000 52.0 71307.0 71307.0 3.0 conda-forge/xdoctest
152 150 Bpytop https://github.com/aristocratos/bpytop Linux/OSX/FreeBSD resource monitor. profiling 23 True aristocratos/bpytop https://github.com/aristocratos/bpytop Apache-2.0 2020-07-01 17:41:25.000 2021-05-02 10:13:59.000 2021-05-02 10:13:40.000 244.0 196.0 6375.0 2021-05-02 08:59:00.000 1.0.65 50.0 28.0 bpytop 35.0 382.0 https://pypi.org/project/bpytop 2021-05-02 08:59:00.000 11445.0 11445.0 3.0
153 151 Scalene https://github.com/plasma-umass/scalene Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python. profiling 23 True emeryberger/scalene https://github.com/plasma-umass/scalene Apache-2.0 2019-12-17 20:56:28.000 2021-05-04 13:52:51.000 2021-04-28 20:58:20.000 138.0 78.0 3935.0 2021-04-09 01:28:16.000 1.3.2 97.0 18.0 scalene 15.0 1354.0 36.0 36.0 https://pypi.org/project/scalene 2021-04-27 02:59:13.000 0.0 3912.0 3912.0 3.0 plasma-umass/scalene
154 152 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 3919.0 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 38638.0 38638.0 3.0
155 153 rebound https://github.com/shobrook/rebound Command-line tool that instantly fetches Stack Overflow results when an exception is thrown. logging 23 True shobrook/rebound https://github.com/shobrook/rebound MIT 2017-05-29 17:11:25.872 2021-04-22 04:53:12.032 2021-01-04 03:14:37.000 328.0 38.0 3542.0 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 2210.0 4702.0 https://anaconda.org/conda-forge/rebound 2021-04-22 04:53:12.032 119470.0 3.0 163.0
156 154 pipx https://github.com/pipxproject/pipx Install and Run Python Applications in Isolated Environments. dependency-managers 23 True pipxproject/pipx https://github.com/pipxproject/pipx MIT 2018-10-06 18:47:46.000 2021-04-30 02:02:44.000 2021-04-30 02:02:44.000 158.0 310.0 3523.0 2021-04-29 08:09:23.000 0.16.2.1 44.0 55.0 pipx 69.0 450.0 4.0 https://pypi.org/project/pipx 2021-04-29 08:21:41.000 4.0 52643.0 52643.0 3.0
157 155 dephell https://github.com/dephell/dephell Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build.. dependency-managers 23 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 1700.0 2020-04-28 06:31:17.000 .0.8.3 30.0 37.0 dephell 100.0 2145.0 179.0 171.0 https://pypi.org/project/dephell 2020-04-28 06:29:24.000 8.0 18911.0 18916.0 3.0 125.0
158 156 Bowler https://github.com/facebookincubator/Bowler Safe code refactoring for modern Python. refactoring 23 True facebookincubator/Bowler https://github.com/facebookincubator/Bowler MIT 2018-06-07 21:44:17.000 2021-03-01 11:41:45.000 2021-02-21 23:09:11.000 85.0 34.0 1286.0 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 53904.0 54219.0 https://anaconda.org/conda-forge/bowler 2019-06-12 18:37:14.246 9471.0 2.0
159 157 pyupgrade https://github.com/asottile/pyupgrade A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language. refactoring 23 True asottile/pyupgrade https://github.com/asottile/pyupgrade MIT 2017-02-28 17:50:31.000 2021-05-03 18:00:12.000 2021-05-03 18:00:11.000 62.0 159.0 930.0 2021-05-01 20:38:53.000 2.14.0 90.0 15.0 conda-forge/pyupgrade pyupgrade 18.0 642.0 10.0 https://pypi.org/project/pyupgrade 2021-05-01 20:38:53.000 10.0 111645.0 118865.0 https://anaconda.org/conda-forge/pyupgrade 2021-05-01 22:08:07.962 202180.0 2.0
160 158 pdoc https://github.com/mitmproxy/pdoc API Documentation for Python Projects. documentation 23 True mitmproxy/pdoc https://github.com/mitmproxy/pdoc Unlicense 2013-08-04 21:12:50.000 2021-04-30 16:06:29.000 2021-04-30 15:58:06.000 105.0 153.0 896.0 2021-04-30 16:06:29.000 6.6.0 60.0 29.0 pdoc 3.0 600.0 312.0 https://pypi.org/project/pdoc 2021-04-30 16:06:29.000 288.0 49543.0 49543.0 3.0
161 159 pycco https://github.com/pycco-docs/pycco Literate-style documentation generator. documentation 23 False pycco-docs/pycco https://github.com/pycco-docs/pycco MIT 2010-06-29 07:02:31.000 2021-03-29 17:53:40.000 2019-12-20 19:59:49.000 131.0 28.0 741.0 2018-07-25 01:42:48.000 0.6.0 11.0 36.0 pycco 26.0 222.0 443.0 219.0 https://pypi.org/project/pycco 2018-07-25 01:42:48.000 224.0 3331.0 3331.0 3.0
162 160 redbaron https://github.com/PyCQA/redbaron Bottom-up approach to refactoring in python. refactoring 23 False pycqa/redbaron https://github.com/PyCQA/redbaron LGPL-3.0+ 2014-03-23 05:34:39.000 2020-12-13 18:51:56.000 2019-08-11 17:42:44.000 66.0 46.0 577.0 2019-03-17 19:03:54.000 0.9.2 15.0 34.0 redbaron 59.0 1669.0 449.0 277.0 https://pypi.org/project/redbaron 2019-03-17 18:59:01.000 172.0 33675.0 33675.0 2.0
163 161 flake8-comprehensions https://github.com/adamchainz/flake8-comprehensions A flake8 plugin to help you write better list/set/dict comprehensions. linters 23 True adamchainz/flake8-comprehensions https://github.com/adamchainz/flake8-comprehensions MIT 2016-04-05 12:15:56.000 2021-05-03 21:37:48.000 2021-05-03 21:37:47.000 13.0 30.0 270.0 2021-03-18 11:33:43.000 3.4.0 26.0 10.0 ['flake8'] conda-forge/flake8-comprehensions flake8-comprehensions 7.0 714.0 https://pypi.org/project/flake8-comprehensions 2021-03-18 11:33:43.000 714.0 515065.0 521079.0 https://anaconda.org/conda-forge/flake8-comprehensions 2021-03-18 22:09:48.074 324780.0 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 2021-05-04 00:09:37.000 2021-05-04 00:09:31.000 88.0 48.0 4635.0 2021-04-16 18:37:56.000 2.1.0 14.0 13.0 icecream 18.0 203.0 6.0 https://pypi.org/project/icecream 2021-01-27 01:30:01.000 6.0 47866.0 47866.0 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 3737.0 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 2989.0 2989.0 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 2042.0 2018-11-01 16:02:57.000 0.42 15.0 22.0 python-taint 20.0 1576.0 66.0 44.0 https://pypi.org/project/python-taint 2018-11-01 16:02:04.000 22.0 1865.0 1867.0 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 2021-04-29 21:15:46.000 2020-08-26 00:32:16.000 185.0 125.0 1687.0 2017-11-22 14:27:35.000 2.7.0 37.0 56.0 sixpack 88.0 828.0 12.0 8.0 https://pypi.org/project/sixpack 2017-11-22 14:27:35.000 4.0 294.0 294.0 3.0
168 166 cx_Freeze https://github.com/marcelotduarte/cx_Freeze Create standalone executables from Python scripts, with the same performance and is cross-platform. packaging 22 True marcelotduarte/cx_Freeze https://github.com/marcelotduarte/cx_Freeze PSF-2.0 2017-01-22 04:25:52.000 2021-05-06 10:24:21.000 2021-05-06 06:43:48.000 153.0 582.0 705.0 2021-04-14 09:46:22.000 6.6 16.0 90.0 conda-forge/cx_freeze cx_freeze 54.0 153.0 https://pypi.org/project/cx_freeze 2017-12-16 18:09:35.000 153.0 38742.0 41115.0 https://anaconda.org/conda-forge/cx_freeze 2021-04-17 10:45:33.022 66446.0 3.0
169 167 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 16:12:50.000 101.0 128.0 696.0 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 1826.0 1826.0 3.0
170 168 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 2021-05-06 00:51:38.000 2021-05-04 11:54:10.000 31.0 46.0 605.0 2021-05-04 15:03:38.000 3.3.3 43.0 8.0 hunter 35.0 930.0 93.0 59.0 https://pypi.org/project/hunter 2021-05-04 15:03:38.000 34.0 6292.0 6292.0 3.0
171 169 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 2021-03-26 18:41:23.000 2021-03-26 18:40:56.000 19.0 16.0 527.0 2021-03-26 18:41:23.000 0.3.0 10.0 20.0 snoop 11.0 390.0 43.0 35.0 https://pypi.org/project/snoop 2021-03-26 18:41:23.000 8.0 31585.0 31585.0 3.0
172 170 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 15.0 311.0 2021-04-08 20:14:54.000 1.8.0 22.0 10.0 manhole 5.0 484.0 133.0 67.0 https://pypi.org/project/manhole 2021-04-08 20:14:54.000 66.0 11202.0 11202.0 3.0
173 171 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 29.0 256.0 2019-02-25 23:55:38.000 0.8 19.0 31.0 baron 46.0 1489.0 260.0 148.0 https://pypi.org/project/baron 2019-02-01 15:17:04.000 112.0 34088.0 34088.0 3.0
174 172 interrogate https://github.com/econchick/interrogate Explain yourself! Interrogate a codebase for docstring coverage. documentation 22 True econchick/interrogate https://github.com/econchick/interrogate MIT 2020-04-24 02:33:25.000 2021-05-03 07:05:55.000 2020-11-03 22:08:37.000 18.0 16.0 255.0 2020-11-03 22:11:18.000 1.3.2 12.0 8.0 interrogate 11.0 122.0 514.0 514.0 https://pypi.org/project/interrogate 2020-11-03 22:11:18.000 0.0 65633.0 65633.0 3.0
175 173 flake8-eradicate https://github.com/wemake-services/flake8-eradicate Flake8 plugin to find commented out or dead code. linters 22 True wemake-services/flake8-eradicate https://github.com/wemake-services/flake8-eradicate MIT 2018-09-21 06:58:51.000 2021-05-05 08:05:35.000 2021-05-05 08:05:34.000 6.0 24.0 186.0 2020-10-12 08:27:22.000 1.0.0 10.0 9.0 ['flake8'] flake8-eradicate 2.0 295.0 72.0 https://pypi.org/project/flake8-eradicate 2020-10-12 08:26:40.000 72.0 202120.0 202120.0 3.0
176 174 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 42.0 156.0 2020-01-11 00:29:49.000 1.6.3 32.0 10.0 ['sphinx'] releases 30.0 520.0 1049.0 343.0 https://pypi.org/project/releases 2020-01-11 00:29:49.000 706.0 6103.0 6103.0 3.0
177 175 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 2018.0 1468.0 https://pypi.org/project/flake8-commas 2018-03-19 16:49:31.000 550.0 265327.0 265327.0 3.0
178 176 dodgy https://github.com/landscapeio/dodgy Looks at Python code to search for things which look dodgy such as passwords or diffs. security 22 True landscapeio/dodgy https://github.com/landscapeio/dodgy MIT 2013-12-25 12:22:20.000 2021-03-21 11:36:52.000 2021-03-21 11:36:52.000 17.0 3.0 88.0 2019-12-31 16:44:58.000 0.2.1 10.0 14.0 conda-forge/dodgy dodgy 8.0 70.0 1831.0 1307.0 https://pypi.org/project/dodgy 2019-12-31 16:44:58.000 524.0 154442.0 154846.0 https://anaconda.org/conda-forge/dodgy 2020-06-10 17:10:06.579 23057.0 3.0
179 177 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 63.0 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 2426.0 1914.0 https://pypi.org/project/flake8-builtins 2020-05-14 10:45:01.000 512.0 338982.0 341070.0 https://anaconda.org/conda-forge/flake8-builtins 2020-05-18 15:22:26.836 112804.0 3.0
180 178 memory_profiler https://github.com/fabianp/memory_profiler Monitor Memory usage of Python code. profiling 22 False fabianp/memory_profiler https://github.com/fabianp/memory_profiler BSD-3-Clause 2016-05-26 17:45:08.632 2020-10-20 18:00:58.207 2018-06-28 13:35:12.000 11.0 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 277382.0 279327.0 https://anaconda.org/conda-forge/memory_profiler 2020-10-20 18:00:58.207 116722.0 3.0
181 179 xar https://github.com/facebookincubator/xar executable archive format. packaging 21 True facebookincubator/xar https://github.com/facebookincubator/xar BSD-3-Clause 2017-06-29 18:15:26.000 2021-03-16 06:01:26.000 2021-03-16 06:01:22.000 45.0 21.0 1450.0 2020-12-02 20:41:20.000 20.12.2 3.0 21.0 xar 8.0 59.0 14.0 14.0 https://pypi.org/project/xar 2020-12-02 20:41:20.000 229.0 229.0 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 46.0 33.0 1199.0 2019-09-16 15:37:03.000 1.2.0 9.0 16.0 pyannotate 25.0 94.0 84.0 58.0 https://pypi.org/project/pyannotate 2019-09-16 15:37:03.000 26.0 4652.0 4652.0 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 1178.0 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 6516.0 6521.0 3.0 125.0
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 111792.0 112053.0 https://anaconda.org/conda-forge/assertpy 2020-07-19 15:23:26.710 10984.0 3.0
185 183 Fixit https://github.com/Instagram/Fixit Fixit is a Python Lint Framework based on LibCST. It comes with useful default lint rules for coding convention,.. linters 21 True Instagram/Fixit https://github.com/Instagram/Fixit MIT 2020-02-20 19:09:01.000 2021-05-06 00:08:07.000 2021-04-28 03:44:40.000 36.0 21.0 237.0 2020-12-11 01:56:10.000 0.1.3 5.0 25.0 fixit 25.0 151.0 5.0 5.0 https://pypi.org/project/fixit 2020-12-11 01:53:21.000 0.0 1520.0 1520.0 3.0
186 184 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 19.0 185.0 2020-02-01 18:04:00.000 0.6.3 12.0 7.0 ['pytest'] conda-forge/pytest-lazy-fixture pytest-lazy-fixture 12.0 92.0 358.0 296.0 https://pypi.org/project/pytest-lazy-fixture 2020-02-01 18:04:00.000 62.0 147090.0 152097.0 https://anaconda.org/conda-forge/pytest-lazy-fixture 2020-02-01 18:49:47.818 245356.0 3.0
187 185 mkdocs-pdf-export-plugin https://github.com/zhaoterryy/mkdocs-pdf-export-plugin An MkDocs plugin to export content pages as PDF files. documentation 21 True zhaoterryy/mkdocs-pdf-export-plugin https://github.com/zhaoterryy/mkdocs-pdf-export-plugin MIT 2018-02-20 15:06:51.000 2021-03-20 00:00:48.000 2020-07-23 01:35:13.000 28.0 43.0 184.0 2020-07-23 01:35:39.000 0.5.8 22.0 9.0 ['mkdocs'] mkdocs-pdf-export-plugin 30.0 68.0 123.0 119.0 https://pypi.org/project/mkdocs-pdf-export-plugin 2020-07-23 01:35:04.000 4.0 12558.0 12558.0 3.0
188 186 add-trailing-comma https://github.com/asottile/add-trailing-comma A tool (and pre-commit hook) to automatically add trailing commas to calls and literals. refactoring 21 True asottile/add-trailing-comma https://github.com/asottile/add-trailing-comma MIT 2017-07-10 00:55:50.000 2021-05-03 17:54:55.000 2021-05-03 17:54:54.000 13.0 33.0 179.0 2021-01-24 18:14:07.000 2.1.0 30.0 9.0 add-trailing-comma 1.0 234.0 14.0 https://pypi.org/project/add-trailing-comma 2021-01-24 18:14:07.000 14.0 8632.0 8632.0 3.0
189 187 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 13.0 85.0 2020-07-25 16:07:56.000 0.2.1 9.0 4.0 ['flake8'] conda-forge/flake8-black flake8-black 4.0 86.0 731.0 695.0 https://pypi.org/project/flake8-black 2020-07-25 16:07:56.000 36.0 191630.0 195663.0 https://anaconda.org/conda-forge/flake8-black 2020-07-25 16:32:38.063 92762.0 3.0
190 188 pylint-flask https://github.com/jschaf/pylint-flask A Pylint plugin to analyze Flask applications. linters 21 True jschaf/pylint-flask https://github.com/jschaf/pylint-flask GPL-2.0 2015-06-27 20:11:12.000 2021-03-10 19:35:23.000 2021-03-10 19:35:23.000 9.0 5.0 57.0 5.0 7.0 ['pylint'] conda-forge/pylint-flask pylint-flask 4.0 40.0 5572.0 4866.0 https://pypi.org/project/pylint-flask 2019-01-30 19:26:02.000 706.0 184383.0 185220.0 https://anaconda.org/conda-forge/pylint-flask 2019-02-02 18:28:49.934 47751.0 3.0
191 189 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 2996.0 2017-06-28 06:10:16.000 0.1.3 3.0 18.0 profiling 15.0 433.0 37.0 32.0 https://pypi.org/project/profiling 2017-06-28 06:10:16.000 5.0 4181.0 4181.0 3.0
192 190 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 2536.0 13.0 20.0 pyrasite 38.0 274.0 35.0 29.0 https://pypi.org/project/pyrasite 2012-05-09 19:11:33.000 6.0 12072.0 12072.0 3.0
193 191 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 2021-05-02 11:01:25.000 2021-05-02 11:01:21.000 64.0 28.0 2062.0 2021-05-02 10:49:55.000 1.2.20 43.0 4.0 pretty_errors 1.0 122.0 0.0 https://pypi.org/project/pretty_errors 2021-05-02 10:49:55.000 0.0 18465.0 18465.0 3.0
194 192 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 2021-05-06 08:17:13.000 2021-05-03 21:56:46.000 42.0 127.0 362.0 2021-02-28 12:08:07.000 0.15.0 35.0 19.0 ['mkdocs'] mkdocstrings 43.0 418.0 0.0 https://pypi.org/project/mkdocstrings 2021-02-28 12:08:07.000 0.0 47335.0 47335.0 3.0 mkdocstrings/mkdocstrings
195 193 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 2021-04-13 21:46:17.000 2020-09-22 09:13:51.000 34.0 13.0 204.0 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 21399.0 21403.0 3.0 66.0
196 194 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 2021-05-03 17:56:12.000 2021-05-03 17:56:11.000 17.0 25.0 203.0 2021-03-02 02:05:09.000 1.10.0 19.0 12.0 conda-forge/blacken-docs blacken-docs 2.0 154.0 22.0 https://pypi.org/project/blacken-docs 2021-03-02 02:05:09.000 22.0 4481.0 6074.0 https://anaconda.org/conda-forge/blacken-docs 2021-03-02 04:02:19.005 15930.0 3.0
197 195 xenon https://github.com/rubik/xenon Monitoring tool based on radon. code-metrics 20 True rubik/xenon https://github.com/rubik/xenon MIT 2014-02-14 14:19:20.000 2020-09-16 11:20:09.000 2020-09-16 11:20:01.000 14.0 23.0 186.0 2020-09-16 09:47:41.000 0.7.1 17.0 7.0 conda-forge/xenon xenon 6.0 100.0 326.0 202.0 https://pypi.org/project/xenon 2020-09-16 09:47:41.000 124.0 50414.0 50673.0 https://anaconda.org/conda-forge/xenon 2019-10-12 20:39:43.883 11147.0 3.0
198 196 data-science-types https://github.com/predictive-analytics-lab/data-science-types Mypy stubs, i.e., type information, for numpy, pandas and matplotlib. linters 20 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 23.0 182.0 2021-02-16 16:47:31.000 0.2.23 26.0 44.0 data-science-types 39.0 446.0 0.0 https://pypi.org/project/data-science-types 2021-02-16 16:45:03.000 0.0 17101.0 17101.0 3.0
199 197 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 32.0 147.0 2020-12-22 02:04:30.000 2.5.0 16.0 2.0 ['mkdocs'] mkdocs-awesome-pages-plugin 5.0 53.0 427.0 337.0 https://pypi.org/project/mkdocs-awesome-pages-plugin 2020-12-22 01:59:58.000 90.0 33479.0 33479.0 3.0
200 198 pytest-datadir https://github.com/gabrielcnr/pytest-datadir pytest plugin for manipulating test data directories and files. testing 20 False gabrielcnr/pytest-datadir https://github.com/gabrielcnr/pytest-datadir MIT 2015-07-02 21:41:44.000 2020-11-22 23:34:25.000 2019-10-22 13:19:39.000 17.0 11.0 138.0 2019-10-22 13:04:22.000 1.3.1 9.0 7.0 ['pytest'] conda-forge/pytest-datadir pytest-datadir 3.0 71.0 404.0 326.0 https://pypi.org/project/pytest-datadir 2019-10-22 13:04:22.000 78.0 111528.0 112866.0 https://anaconda.org/conda-forge/pytest-datadir 2019-10-23 16:32:51.374 73606.0 3.0
201 199 flake8-mypy https://github.com/ambv/flake8-mypy A plugin for flake8 integrating Mypy. linters 20 True ambv/flake8-mypy https://github.com/ambv/flake8-mypy MIT 2017-02-26 02:27:33.000 2020-06-19 16:51:36.000 2020-06-19 16:51:00.000 15.0 3.0 103.0 2017-08-31 23:17:01.000 17.8.0 6.0 8.0 ['flake8'] flake8-mypy 19.0 50.0 874.0 676.0 https://pypi.org/project/flake8-mypy 2017-08-31 23:17:01.000 198.0 43924.0 43924.0 3.0
202 200 unify https://github.com/myint/unify Modifies strings to all use the same quote where possible. refactoring 20 False myint/unify https://github.com/myint/unify MIT 2013-03-24 18:02:19.000 2021-04-21 16:21:07.000 2019-08-07 13:44:00.000 12.0 3.0 55.0 2013-06-22 15:34:37.000 0.1.5 10.0 5.0 unify 6.0 69.0 282.0 228.0 https://pypi.org/project/unify 2019-08-07 13:46:09.000 54.0 45938.0 45938.0 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 1378.0 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 1380.0 1380.0 3.0
204 202 wily https://github.com/tonybaloney/wily A Python application for tracking, reporting on timing and complexity in Python code. code-metrics 19 True tonybaloney/wily https://github.com/tonybaloney/wily Apache-2.0 2018-10-11 22:12:25.000 2021-03-02 01:26:07.000 2021-03-02 01:26:07.000 43.0 48.0 725.0 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 7865.0 7865.0 3.0
205 203 dlint https://github.com/dlint-py/dlint Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure. security 19 True dlint-py/dlint https://github.com/dlint-py/dlint BSD-3-Clause 2020-01-08 15:53:36.000 2020-12-08 17:21:33.000 2020-12-08 17:21:32.000 13.0 12.0 315.0 2020-10-30 20:40:39.000 0.11.0 13.0 7.0 dlint 20.0 201.0 18.0 https://pypi.org/project/dlint 2020-10-30 20:40:39.000 18.0 26134.0 26134.0 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 2021-04-03 16:53:20.000 2021-04-01 16:01:44.000 125.0 193.0 302.0 2021-03-31 20:21:51.000 3.2.1 37.0 44.0 constructor 41.0 946.0 9.0 9.0 72.0 https://anaconda.org/anaconda/constructor 2021-04-01 17:48:58.348 3934.0 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 33.0 219.0 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 34371.0 34373.0 3.0 50.0
208 206 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 13.0 150.0 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 14983.0 14983.0 3.0
209 207 nitpick https://github.com/andreoliwa/nitpick Enforce the same settings on multiple projects. linters 19 True andreoliwa/nitpick https://github.com/andreoliwa/nitpick MIT 2018-03-23 14:25:24.000 2021-05-03 17:09:54.000 2021-05-03 00:00:56.000 9.0 53.0 149.0 2021-03-16 21:47:14.000 0.26.0 42.0 9.0 ['flake8'] nitpick 31.0 486.0 0.0 https://pypi.org/project/nitpick 2021-03-16 21:47:11.000 0.0 9649.0 9649.0 3.0 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 218573.0 218573.0 3.0
211 209 sphinx-markdown-builder https://github.com/clayrisser/sphinx-markdown-builder sphinx builder that outputs markdown files. documentation 19 True codejamninja/sphinx-markdown-builder https://github.com/clayrisser/sphinx-markdown-builder MIT 2018-11-11 00:07:58.000 2020-10-07 04:18:38.000 2020-10-07 04:18:32.000 28.0 16.0 101.0 2019-12-23 17:05:52.000 0.5.4 22.0 16.0 ['sphinx'] sphinx-markdown-builder 18.0 99.0 175.0 133.0 https://pypi.org/project/sphinx-markdown-builder 2019-12-23 17:05:52.000 42.0 11377.0 11377.0 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 7.0 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 195192.0 195192.0 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 2021-04-08 23:21:22.000 2021-04-08 23:20:45.000 8.0 28.0 56.0 2021-01-11 02:43:17.000 0.8.3 24.0 5.0 ['mkdocs'] mkdocs-with-pdf 11.0 167.0 19.0 19.0 https://pypi.org/project/mkdocs-with-pdf 2021-01-11 02:26:16.000 3847.0 3847.0 3.0
214 212 pyenv-virtualenv https://github.com/pyenv/pyenv-virtualenv a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). virtual-envs 18 False pyenv/pyenv-virtualenv https://github.com/pyenv/pyenv-virtualenv MIT 2013-02-18 12:59:17.000 2021-04-17 21:28:10.000 2019-02-13 15:27:07.000 283.0 170.0 4254.0 2019-02-14 00:27:42.000 1.1.5 7.0 41.0 125.0 463.0 3.0
215 213 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 2021-04-07 04:48:17.000 2021-04-07 04:47:43.000 55.0 28.0 735.0 2021-04-02 03:59:23.000 1.6.0 27.0 15.0 portray 19.0 8.0 https://pypi.org/project/portray 2021-04-02 03:59:23.000 8.0 7323.0 7323.0 3.0
216 214 pyheat https://github.com/csurfer/pyheat pprofile + matplotlib = Python program profiled as an awesome heatmap!. profiling 18 False csurfer/pyheat https://github.com/csurfer/pyheat MIT 2017-02-04 22:56:02.000 2021-01-08 21:28:29.000 2018-12-06 03:53:03.000 27.0 8.0 493.0 2018-12-06 03:59:34.000 0.0.6 6.0 4.0 py-heat 3.0 51.0 32.0 27.0 https://pypi.org/project/py-heat 2018-12-06 03:59:34.000 5.0 1144.0 1144.0 3.0
217 215 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 16.0 974.0 974.0 3.0
218 216 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 2021-04-26 16:18:40.000 2017-12-09 20:00:47.000 37.0 23.0 214.0 2016-09-18 21:57:32.000 1.1.0 9.0 15.0 imhotep 23.0 356.0 11.0 7.0 https://pypi.org/project/imhotep 2016-09-18 21:57:32.000 4.0 44.0 44.0 3.0
219 217 unimport https://github.com/hakancelik96/unimport A linter, formatter for finding and removing unused import statements. refactoring 18 True hakancelik96/unimport https://github.com/hakancelik96/unimport MIT 2019-09-08 09:49:24.000 2021-05-03 16:59:06.000 2021-04-28 23:16:05.000 16.0 62.0 105.0 2021-03-10 16:31:53.000 0.8.3 29.0 11.0 unimport 9.0 382.0 5.0 5.0 https://pypi.org/project/unimport 2021-03-10 16:31:53.000 3994.0 3994.0 3.0
220 218 pandas-vet https://github.com/deppen8/pandas-vet A plugin for Flake8 that checks pandas code. linters 18 True deppen8/pandas-vet https://github.com/deppen8/pandas-vet MIT 2019-02-25 05:19:51.000 2021-03-03 04:44:57.000 2021-03-03 04:44:57.000 14.0 28.0 93.0 2020-02-01 05:12:09.000 0.2.2 6.0 10.0 ['flake8'] conda-forge/pandas-vet pandas-vet 21.0 179.0 36.0 36.0 https://pypi.org/project/pandas-vet 2020-02-01 05:12:09.000 0.0 7148.0 7402.0 https://anaconda.org/conda-forge/pandas-vet 2020-02-01 05:31:32.445 6334.0 3.0 33.0
221 219 massedit https://github.com/elmotec/massedit Programmatically edit text files with Python. Useful for source to source transformations. refactoring 18 True elmotec/massedit https://github.com/elmotec/massedit MIT 2012-03-11 16:18:30.000 2020-12-23 02:17:37.000 2020-12-23 02:11:17.000 13.0 5.0 89.0 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 1134.0 1134.0 3.0 15.0
222 220 pyformat https://github.com/myint/pyformat Formats Python code to follow a consistent style. formatters 18 False myint/pyformat https://github.com/myint/pyformat Saxpath 2013-03-24 21:45:30.000 2019-12-07 19:55:59.000 2019-05-24 17:17:56.000 4.0 3.0 82.0 2014-09-07 13:57:37.000 0.5.7 23.0 3.0 pyformat 3.0 199.0 99.0 77.0 https://pypi.org/project/pyformat 2017-01-04 02:31:11.000 22.0 11069.0 11069.0 3.0
223 221 mkdocs-versioning https://github.com/zayd62/mkdocs-versioning A tool that allows for versioning sites built with mkdocs. documentation 18 False zayd62/mkdocs-versioning https://github.com/zayd62/mkdocs-versioning MIT 2019-07-20 18:09:56.000 2021-03-29 20:06:41.000 2021-02-11 10:22:58.000 8.0 22.0 40.0 2021-02-11 10:24:35.000 0.4.0 6.0 5.0 ['mkdocs'] mkdocs-versioning 3.0 132.0 17.0 17.0 https://pypi.org/project/mkdocs-versioning 2021-02-11 10:24:35.000 2838.0 2838.0 3.0
224 222 mkdocs-git-revision-date-plugin https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin MkDocs plugin for setting revision date from git per markdown file. documentation 18 False zhaoterryy/mkdocs-git-revision-date-plugin https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin MIT 2018-12-03 04:29:33.000 2020-10-16 02:02:54.000 2020-10-16 01:58:36.000 5.0 9.0 32.0 2020-10-16 02:02:42.000 0.3.1 8.0 6.0 ['mkdocs'] mkdocs-git-revision-date-plugin 2.0 24.0 206.0 188.0 https://pypi.org/project/mkdocs-git-revision-date-plugin 2020-10-16 02:02:18.000 18.0 7921.0 7921.0 3.0
225 223 yala https://github.com/cemsbr/yala Yet Another Linter Aggregator. linters 18 False cemsbr/yala https://github.com/cemsbr/yala MIT 2017-06-02 22:45:50.000 2021-04-10 04:04:26.000 2021-04-10 04:03:47.000 4.0 11.0 10.0 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 1240.0 1240.0 3.0
226 224 fake2db https://github.com/emirozer/fake2db create custom test databases that are populated with fake data. testing 17 False emirozer/fake2db https://github.com/emirozer/fake2db GPL-2.0 2014-02-18 19:14:28.000 2019-11-25 09:19:01.000 2019-11-25 09:19:00.000 111.0 15.0 2064.0 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 81.0 81.0 3.0
227 225 pyflow https://github.com/David-OConnor/pyflow An installation and dependency system for Python. dependency-managers 17 True David-OConnor/pyflow https://github.com/David-OConnor/pyflow MIT 2019-07-15 09:40:29.000 2021-02-21 11:35:08.000 2021-02-21 11:35:02.000 26.0 40.0 745.0 2020-11-21 15:18:30.000 0.2.9 23.0 21.0 pyflow 44.0 275.0 https://pypi.org/project/pyflow 2020-11-21 15:18:30.000 176.0 317.0 3.0 -2.0 2961.0
228 226 pycycle https://github.com/bndr/pycycle Tool for pinpointing circular imports in Python. Find cyclic imports in any project. linters 17 False bndr/pycycle https://github.com/bndr/pycycle MIT 2017-01-28 17:22:00.000 2020-06-24 12:43:11.000 2017-02-13 18:07:04.000 11.0 1.0 280.0 2017-02-13 18:07:58.000 0.0.8 8.0 2.0 pycycle 12.0 26.0 48.0 41.0 https://pypi.org/project/pycycle 2017-02-13 18:07:58.000 7.0 1358.0 1358.0 3.0
229 227 beartype https://github.com/beartype/beartype Unbearably fast O(1) runtime type-checking in pure Python. linters 17 True beartype/beartype https://github.com/beartype/beartype MIT 2020-04-03 06:06:22.000 2021-05-06 07:59:00.000 2021-05-06 07:53:48.000 7.0 21.0 235.0 2021-03-04 08:12:16.000 0.6.0 10.0 4.0 conda-forge/beartype beartype 4.0 0.0 https://pypi.org/project/beartype 2021-03-04 08:12:16.000 0.0 8751.0 9098.0 https://anaconda.org/conda-forge/beartype 2021-03-04 11:15:17.162 3826.0 3.0
230 228 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 2021-03-20 11:14:16.000 2021-03-20 11:14:12.000 15.0 3.0 99.0 2020-10-11 09:46:06.000 20.10.0 8.0 7.0 conda-forge/retype retype 9.0 93.0 34.0 https://pypi.org/project/retype 2020-10-11 09:46:06.000 34.0 1277.0 1599.0 https://anaconda.org/conda-forge/retype 2020-10-11 13:24:37.859 12916.0 3.0
231 229 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 6.0 210.0 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 6778.0 6778.0 3.0
232 230 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 19.0 111.0 111.0 3.0
233 231 pytest-play https://github.com/pytest-dev/pytest-play pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files. testing 16 False pytest-dev/pytest-play https://github.com/pytest-dev/pytest-play Apache-2.0 2017-12-14 09:08:26.000 2019-08-20 15:57:27.000 2019-06-12 11:57:28.000 3.0 24.0 63.0 2019-06-12 11:59:29.000 2.3.1 23.0 3.0 ['pytest'] pytest-play 4.0 382.0 25.0 21.0 https://pypi.org/project/pytest-play 2019-06-12 11:59:29.000 4.0 503.0 503.0 3.0
234 232 PyOxidizer https://github.com/indygreg/PyOxidizer A modern Python application packaging and distribution tool. packaging 15 True indygreg/PyOxidizer https://github.com/indygreg/PyOxidizer MPL-2.0 2018-12-18 23:32:13.000 2021-05-06 02:44:55.000 2021-05-06 02:41:59.000 112.0 137.0 3003.0 2021-04-30 21:28:55.000 pyoxidizer/0.14.1 6.0 34.0 204.0 4.0 3.0 66.0
235 233 dh-virtualenv https://github.com/spotify/dh-virtualenv Python virtualenvs in Debian packages. virtual-envs 15 True spotify/dh-virtualenv https://github.com/spotify/dh-virtualenv GPL-2.0 2013-10-09 19:03:43.000 2021-04-12 18:40:39.000 2021-04-12 18:40:39.000 159.0 156.0 1445.0 56.0 25.0 406.0 3.0
236 234 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 18:07:29.000 693.0 693.0 3.0
237 235 pipenv-pipes https://github.com/gtalarico/pipenv-pipes A PipEnv Environment Switcher. virtual-envs 15 False gtalarico/pipenv-pipes https://github.com/gtalarico/pipenv-pipes MIT 2018-05-02 03:56:41.000 2021-03-25 22:02:53.000 2019-06-27 03:42:48.000 11.0 10.0 126.0 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 03:05:43.000 191.0 191.0 3.0
238 236 pip-run https://github.com/jaraco/pip-run pip-run - dynamic dependency loader for Python. dependency-managers 15 True jaraco/pip-run https://github.com/jaraco/pip-run MIT 2016-01-25 01:59:13.000 2021-03-24 23:41:55.000 2021-03-24 23:27:11.000 10.0 37.0 60.0 2021-02-21 18:35:39.000 8.4.2 20.0 9.0 pip-run 4.0 https://pypi.org/project/pip-run 2021-02-21 18:35:23.000 4168.0 4168.0 3.0
239 237 lazydocs https://github.com/ml-tooling/lazydocs Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx. documentation 15 True ml-tooling/lazydocs https://github.com/ml-tooling/lazydocs MIT 2020-11-10 00:31:46.000 2021-03-15 19:30:18.000 2021-03-15 19:30:16.000 3.0 19.0 2021-03-15 19:30:05.000 0.4.6 16.0 4.0 lazydocs 20.0 20.0 https://pypi.org/project/lazydocs 2021-03-15 19:24:25.000 0.0 334.0 334.0 3.0
240 238 mkdocs-print-site-plugin https://github.com/timvink/mkdocs-print-site-plugin MkDocs Plugin allowing your visitors to *File Print Save as PDF* the entire site. documentation 15 False timvink/mkdocs-print-site-plugin https://github.com/timvink/mkdocs-print-site-plugin MIT 2020-08-15 12:02:33.000 2021-02-22 20:02:30.000 2021-02-22 19:52:47.000 1.0 39.0 16.0 2021-02-22 20:01:45.000 1.1.0 17.0 ['mkdocs'] mkdocs-print-site-plugin 8.0 123.0 17.0 17.0 https://pypi.org/project/mkdocs-print-site-plugin 2021-02-22 20:01:45.000 1494.0 1494.0 3.0
241 239 pyenv-installer https://github.com/pyenv/pyenv-installer This tool is used to install `pyenv` and friends. virtual-envs 14 False pyenv/pyenv-installer https://github.com/pyenv/pyenv-installer MIT 2013-06-01 03:48:07.000 2020-11-24 11:15:49.000 2019-10-12 14:34:36.000 285.0 54.0 2647.0 29.0 8.0 130.0 3.0
242 240 pytest-plugins https://github.com/man-group/pytest-plugins A grab-bag of nifty pytest plugins. testing 14 False man-group/pytest-plugins https://github.com/man-group/pytest-plugins MIT 2015-08-14 07:52:32.000 2021-03-22 04:23:41.000 2020-04-11 14:20:38.000 58.0 51.0 370.0 46.0 38.0 747.0 3.0
243 241 com2ann https://github.com/ilevkivskyi/com2ann Tool for translation type comments to type annotations in Python. refactoring 14 True ilevkivskyi/com2ann https://github.com/ilevkivskyi/com2ann MIT 2016-09-09 07:17:02.000 2021-03-07 09:20:28.000 2021-03-07 09:20:25.000 4.0 14.0 84.0 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 0.0 716.0 716.0 3.0
244 242 subpar https://github.com/google/subpar Subpar is a utility for creating self-contained python executables. It is designed to work well with Bazel. packaging 13 False google/subpar https://github.com/google/subpar Apache-2.0 2016-08-03 20:11:35.000 2020-09-16 16:25:54.000 2019-08-15 01:37:08.000 62.0 30.0 478.0 2019-05-14 20:14:05.000 2.0.0 5.0 14.0 30.0 93.0 3.0
245 243 linty_fresh https://github.com/lyft/linty_fresh Surface lint errors during code review. linters 13 True lyft/linty_fresh https://github.com/lyft/linty_fresh Apache-2.0 2015-12-19 02:37:26.000 2020-11-30 22:20:25.000 2020-11-30 22:18:53.000 21.0 1.0 183.0 2018-12-12 19:47:05.000 0.7.0 10.0 17.0 ['flake8', 'mypy'] linty-fresh 8.0 53.0 https://pypi.org/project/linty-fresh 2018-12-12 19:47:05.000 20.0 20.0 3.0
246 244 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 11.0 132.0 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 1553.0 1553.0 3.0
247 245 universal-build https://github.com/ml-tooling/universal-build Universal build utilities for containerized build pipelines. build-tools 12 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 2.0 1.0 10.0 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 0.0 291.0 293.0 3.0 15.0
248 246 pyship https://github.com/jamesabel/pyship freezer, installer and updater for Python applications. packaging 10 False jamesabel/pyship https://github.com/jamesabel/pyship MIT 2020-04-23 04:45:03.000 2020-12-07 01:00:59.000 2020-12-07 01:00:54.000 10.0 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 55.0 55.0 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._
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- <b><a href="https://github.com/Erotemic/xdoctest">xdoctest</a></b> (🥉24 · 93 · 📈) - A rewrite of Python's builtin doctest module (with pytest plugin.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> - <b><a href="https://github.com/python-diamond/Diamond">Diamond</a></b> (🥈27 · 1.6K · 💀) - Diamond is a python daemon that collects system metrics and publishes.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
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## 📉 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._
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- <b><a href="https://github.com/indygreg/PyOxidizer">PyOxidizer</a></b> (🥉14 · 3K · 📉) - A modern Python application packaging and distribution tool. <code><a href="http://bit.ly/3postzC">MPL-2.0</a></code> - <b><a href="https://github.com/David-OConnor/pyflow">pyflow</a></b> (🥉17 · 740 · 📉) - An installation and dependency system for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>