Update best-of list for version 2021.08.05

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LukasMasuch 2021-08-05 15:04:08 +00:00 committed by best-of update
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## 📈 Trending Up
_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
- <b><a href="https://github.com/giampaolo/psutil">psutil</a></b> (🥇37 · 7.5K · 📈) - Cross-platform lib for process and system monitoring in Python. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/mkdocs/mkdocs">mkdocs</a></b> (🥇36 · 13K · 📈) - Project documentation with Markdown. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code> <code><img src="https://squidfunk.github.io/mkdocs-material/assets/favicon.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/psf/black">black</a></b> (🥇34 · 22K · 📈) - The uncompromising Python code formatter. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/python-poetry/poetry">poetry</a></b> (🥈33 · 16K · 📈) - Python dependency management and packaging made easy. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/madzak/python-json-logger">python-json-logger</a></b> (🥇32 · 1K · 📈) - Json Formatter for the standard python logger. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code>
## 📉 Trending Down
_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
- <b><a href="https://github.com/pyinstaller/pyinstaller">pyinstaller</a></b> (🥇27 · 8.3K · 📉) - Freeze (package) Python programs into stand-alone.. <code><a href="http://bit.ly/2KucAZR">GPL-2.0</a></code>
- <b><a href="https://github.com/facebook/pyre-check">pyre-check</a></b> (🥈25 · 5.5K · 📉) - Performant type-checking for python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/joerick/pyinstrument">pyinstrument</a></b> (🥉25 · 3K · 📉) - Call stack profiler for Python. Shows you why your code is.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/dropbox/mypy-protobuf">mypy-protobuf</a></b> (🥉21 · 370 · 📉) - open source tools to generate mypy stubs from protobufs. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/zayd62/mkdocs-versioning">mkdocs-versioning</a></b> (🥉15 · 40 · 📉) - A tool that allows for versioning sites built with.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://squidfunk.github.io/mkdocs-material/assets/favicon.png" style="display:inline;" width="13" height="13"></code>

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,name,homepage,resource,description,category,projectrank,show,github_id,github_url,license,created_at,updated_at,last_commit_pushed_at,fork_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,contributor_count,open_issue_count,labels,conda_id,pypi_id,commit_count,dependent_project_count,github_dependent_project_count,pypi_url,pypi_latest_release_published_at,pypi_dependent_project_count,pypi_monthly_downloads,monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,dockerhub_id,github_release_downloads,dockerhub_url,dockerhub_latest_release_published_at,dockerhub_stars,dockerhub_pulls,trending,cargo_id,npm_id,npm_url,npm_latest_release_published_at,npm_dependent_project_count,npm_monthly_downloads,conda_forge,updated_github_id
0,Python.org Packaging,https://packaging.python.org/overview/,True,An Overview of Packaging for Python.,packaging,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
1,best-of-web-python - Testing,https://github.com/ml-tooling/best-of-web-python,True,Testing libraries & tools for python web frameworks.,testing,0,True,ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27.000000,2021-08-05 14:30:35.000000,2021-07-16 21:43:54.000000,86.0,2.0,1296.0,2021-07-16 21:44:03.000000,2021.07.15,21.0,6.0,1.0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
2,unittest,https://docs.python.org/3/library/unittest.html,True,Unittest is a test framework included in the Python standard library.,testing,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
3,sphinx,https://github.com/sphinx-doc/sphinx,,Main repository for the Sphinx documentation builder.,documentation,38,True,sphinx-doc/sphinx,https://github.com/sphinx-doc/sphinx,BSD-3-Clause,2015-01-02 10:53:28.000000,2021-08-05 00:33:27.000000,2021-08-04 16:52:52.000000,1525.0,4716.0,4061.0,2021-07-14 17:22:46.000000,4.1.1,155.0,667.0,810.0,['sphinx'],conda-forge/sphinx,sphinx,18012.0,256774.0,152238.0,https://pypi.org/project/sphinx,2021-07-26 17:14:02.000000,104536.0,3895632.0,3956954.0,https://anaconda.org/conda-forge/sphinx,2021-07-26 20:39:24.675000,3679361.0,1.0,,,,,,,,,,,,,,,
4,tqdm,https://github.com/tqdm/tqdm,,"A Fast, Extensible Progress Bar for Python and CLI.",logging,37,True,tqdm/tqdm,https://github.com/tqdm/tqdm,MPL-2.0,2015-06-03 13:13:14.000000,2021-08-04 12:29:01.000000,2021-08-01 18:38:09.000000,982.0,525.0,19022.0,2021-07-30 20:56:58.000000,4.62.0,121.0,105.0,299.0,,conda-forge/tqdm,tqdm,1860.0,221218.0,194980.0,https://pypi.org/project/tqdm,2021-07-30 20:54:20.000000,26238.0,28907222.0,29022160.0,https://anaconda.org/conda-forge/tqdm,2021-07-30 23:55:02.899000,7115307.0,1.0,tqdm/tqdm,8027.0,https://hub.docker.com/r/tqdm/tqdm,2021-08-01 18:47:43.398715,1.0,3758.0,,,,,,,,,
5,psutil,https://github.com/giampaolo/psutil,,Cross-platform lib for process and system monitoring in Python.,profiling,37,True,giampaolo/psutil,https://github.com/giampaolo/psutil,BSD-3-Clause,2014-05-23 14:01:48.000000,2021-08-05 13:54:39.000000,2021-08-05 13:54:39.000000,1127.0,1291.0,7532.0,2020-12-19 01:19:27.000000,5.8.0,83.0,161.0,193.0,,conda-forge/psutil,psutil,5690.0,122945.0,98279.0,https://pypi.org/project/psutil,2020-12-19 01:19:27.000000,24666.0,25083862.0,25201634.0,https://anaconda.org/conda-forge/psutil,2021-06-29 02:45:06.508000,7537463.0,1.0,,,,,,,2.0,,,,,,,,
6,pipenv,https://github.com/pypa/pipenv,,Python Development Workflow for Humans.,virtual-envs,36,True,pypa/pipenv,https://github.com/pypa/pipenv,MIT,2017-01-20 00:44:02.000000,2021-08-05 11:26:38.000000,2021-08-03 03:57:02.000000,1645.0,2895.0,22145.0,2021-05-29 03:10:16.000000,2021.5.29,298.0,385.0,560.0,,conda-forge/pipenv,pipenv,7103.0,22809.0,20535.0,https://pypi.org/project/pipenv,2021-05-29 03:10:16.000000,2274.0,3257685.0,3259579.0,https://anaconda.org/conda-forge/pipenv,2020-11-15 06:15:51.831000,41668.0,1.0,,,,,,,,,,,,,,,
7,mkdocs,https://github.com/mkdocs/mkdocs,,Project documentation with Markdown.,documentation,36,True,mkdocs/mkdocs,https://github.com/mkdocs/mkdocs,BSD-2-Clause,2014-01-11 21:05:21.000000,2021-08-05 09:11:46.000000,2021-07-28 12:11:46.000000,1786.0,1455.0,12581.0,2021-07-18 19:32:00.000000,1.2.2,47.0,195.0,100.0,['mkdocs'],conda-forge/mkdocs,mkdocs,1566.0,19770.0,13828.0,https://pypi.org/project/mkdocs,2021-07-18 19:20:49.000000,5942.0,638336.0,640587.0,https://anaconda.org/conda-forge/mkdocs,2021-07-18 21:27:59.884000,144079.0,1.0,,,,,,,1.0,,,,,,,,
8,mypy,https://github.com/python/mypy,,Optional static typing for Python 3 and 2 (PEP 484).,linters,36,True,python/mypy,https://github.com/python/mypy,MIT,2012-12-07 13:30:23.000000,2021-08-05 13:37:27.000000,2021-08-05 12:52:47.000000,1822.0,4758.0,11105.0,,,83.0,484.0,1843.0,,conda-forge/mypy,mypy,9678.0,46607.0,40523.0,https://pypi.org/project/mypy,2021-06-22 18:39:23.000000,6084.0,6466128.0,6490825.0,https://anaconda.org/conda-forge/mypy,2021-06-23 17:56:50.288000,1111365.0,1.0,,,,,,,,,,,,,,,
9,pytest,https://github.com/pytest-dev/pytest,,"The pytest framework makes it easy to write small tests, yet scales to support complex functional testing.",testing,36,True,pytest-dev/pytest,https://github.com/pytest-dev/pytest,MIT,2015-06-15 20:28:27.000000,2021-08-04 10:25:51.000000,2021-08-03 13:31:18.000000,1761.0,3926.0,7607.0,2021-05-04 16:22:25.000000,6.2.4,147.0,736.0,696.0,['pytest'],conda-forge/pytest,pytest,,483602.0,353018.0,https://pypi.org/project/pytest,2021-05-04 16:21:57.000000,130584.0,29705441.0,29849603.0,https://anaconda.org/conda-forge/pytest,2021-06-29 11:51:51.458000,8793936.0,1.0,,,,,,,,,,,,,,,
10,tox,https://github.com/tox-dev/tox,,Command line driven CI frontend and development task automation tool.,testing,36,True,tox-dev/tox,https://github.com/tox-dev/tox,MIT,2016-09-17 16:54:22.000000,2021-08-05 11:09:45.000000,2021-08-02 16:42:26.000000,381.0,1072.0,2335.0,2021-07-31 13:15:21.000000,3.24.1,119.0,249.0,147.0,['pytest'],conda-forge/tox,tox,2024.0,83265.0,46865.0,https://pypi.org/project/tox,2021-07-31 13:15:21.000000,36400.0,4236597.0,4243573.0,https://anaconda.org/conda-forge/tox,2021-07-31 16:12:09.076000,327873.0,1.0,,,,,,,,,,,,,,,
11,flake8,https://github.com/PyCQA/flake8,,Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelder's McCabe script.,linters,36,True,PyCQA/flake8,https://github.com/PyCQA/flake8,MIT,2014-09-13 17:06:24.000000,2021-08-02 19:28:31.000000,2021-08-02 19:28:30.000000,183.0,1250.0,1398.0,2021-03-14 23:32:11.000000,3.9.0,79.0,156.0,37.0,,conda-forge/flake8,flake8,1983.0,254870.0,183580.0,https://pypi.org/project/flake8,2021-05-08 19:52:32.000000,71290.0,11733259.0,11777922.0,https://anaconda.org/conda-forge/flake8,2021-05-10 17:37:45.968000,2769120.0,1.0,,,,,,,,,,,,,,,
12,jedi,https://github.com/davidhalter/jedi,,"Awesome autocompletion, static analysis and refactoring library for python.",refactoring,35,True,davidhalter/jedi,https://github.com/davidhalter/jedi,MIT,2012-02-19 23:12:30.000000,2021-08-05 06:31:17.000000,2021-07-25 18:02:38.000000,441.0,1218.0,4933.0,2020-12-25 10:34:25.000000,0.18.0,30.0,144.0,29.0,,conda-forge/jedi,jedi,8222.0,160279.0,144373.0,https://pypi.org/project/jedi,2020-12-25 10:34:25.000000,15906.0,15294140.0,15391583.0,https://anaconda.org/conda-forge/jedi,2021-06-29 02:44:18.629000,5651703.0,1.0,,,,,,,,,,,,,,,
13,black,https://github.com/psf/black,,The uncompromising Python code formatter.,formatters,34,True,psf/black,https://github.com/psf/black,MIT,2018-03-14 19:54:45.000000,2021-07-31 01:35:01.000000,2021-07-28 14:29:11.000000,1393.0,1303.0,21886.0,2021-07-16 14:44:04.000000,21.7b0,31.0,262.0,296.0,,conda-forge/black,black,,79055.0,72827.0,https://pypi.org/project/black,2021-07-16 14:44:33.000000,6228.0,7694351.0,7743318.0,https://anaconda.org/conda-forge/black,2021-07-16 20:48:05.128000,1889891.0,1.0,,14771.0,,,,,1.0,,,,,,,,
14,pip,https://github.com/pypa/pip,,The Python package installer.,dependency-managers,34,True,pypa/pip,https://github.com/pypa/pip,MIT,2011-03-06 14:30:46.000000,2021-08-05 09:17:30.000000,2021-08-04 22:31:11.000000,2389.0,4902.0,7330.0,2021-07-31 07:56:27.000000,21.2.2,109.0,625.0,985.0,,conda-forge/pip,pip,,74477.0,55811.0,https://pypi.org/project/pip,2021-07-31 07:56:27.000000,18666.0,96536512.0,96908884.0,https://anaconda.org/conda-forge/pip,2021-07-31 10:11:48.153000,22714700.0,1.0,,,,,,,,,,,,,,,
15,pycodestyle,https://github.com/PyCQA/pycodestyle,,Simple Python style checker in one Python file.,linters,34,True,PyCQA/pycodestyle,https://github.com/PyCQA/pycodestyle,Saxpath,2009-10-02 00:43:37.000000,2021-08-04 18:52:30.000000,2021-05-06 22:18:19.000000,599.0,536.0,4356.0,2021-03-14 18:44:02.000000,2.7.0,12.0,125.0,113.0,,conda-forge/pycodestyle,pycodestyle,1222.0,173243.0,152013.0,https://pypi.org/project/pycodestyle,2021-03-14 18:44:02.000000,21230.0,16275630.0,16322667.0,https://anaconda.org/conda-forge/pycodestyle,2021-03-15 18:43:23.361000,2916319.0,1.0,,,,,,,,,,,,,,,
16,autopep8,https://github.com/hhatto/autopep8,,A tool that automatically formats Python code to conform to the PEP 8 style guide.,formatters,34,True,hhatto/autopep8,https://github.com/hhatto/autopep8,MIT,2010-12-29 20:08:51.000000,2021-07-08 07:53:24.000000,2021-04-30 06:04:29.000000,244.0,333.0,3848.0,2021-04-30 06:09:29.000000,1.5.7,67.0,50.0,87.0,,conda-forge/autopep8,autopep8,2702.0,94593.0,84409.0,https://pypi.org/project/autopep8,2021-04-30 06:04:42.000000,10184.0,2027548.0,2035662.0,https://anaconda.org/conda-forge/autopep8,2021-04-30 08:34:16.877000,503072.0,1.0,,,,,,,,,,,,,,,
17,setuptools,https://github.com/pypa/setuptools,,Official project repository for the Setuptools build system.,build-tools,34,True,pypa/setuptools,https://github.com/pypa/setuptools,MIT,2016-03-29 14:02:33.000000,2021-07-30 16:03:36.000000,2021-07-21 22:46:41.000000,742.0,1244.0,1401.0,2021-07-19 01:20:27.000000,57.4.0,434.0,454.0,553.0,,conda-forge/setuptools,setuptools,,168559.0,110629.0,https://pypi.org/project/setuptools,2021-07-19 01:20:16.000000,57930.0,129080719.0,129474191.0,https://anaconda.org/conda-forge/setuptools,2021-06-28 18:30:51.032000,24001733.0,1.0,,110.0,,,,,,,,,,,,,
18,rich,https://github.com/willmcgugan/rich,,Rich is a Python library for rich text and beautiful formatting in the terminal.,logging,33,True,willmcgugan/rich,https://github.com/willmcgugan/rich,MIT,2019-11-10 15:28:09.000000,2021-08-05 11:23:55.000000,2021-08-03 19:32:35.000000,845.0,482.0,27770.0,2021-07-12 18:23:29.000000,10.6.0,130.0,103.0,5.0,,conda-forge/rich,rich,2136.0,5763.0,5763.0,https://pypi.org/project/rich,2021-07-12 18:22:32.000000,0.0,1946059.0,1971244.0,https://anaconda.org/conda-forge/rich,2021-07-12 21:29:14.418000,327416.0,1.0,,,,,,,,,,,,,,,
19,poetry,https://github.com/python-poetry/poetry,,Python dependency management and packaging made easy.,dependency-managers,33,True,python-poetry/poetry,https://github.com/python-poetry/poetry,MIT,2018-02-28 15:23:47.000000,2021-08-04 20:17:56.000000,2021-08-01 09:32:21.000000,1265.0,2016.0,15860.0,2021-06-25 15:55:04.000000,1.1.7,137.0,282.0,1164.0,,conda-forge/poetry,poetry,1851.0,64.0,,https://pypi.org/project/poetry,2021-08-01 09:24:37.000000,64.0,3111973.0,3304792.0,https://anaconda.org/conda-forge/poetry,2021-06-25 19:57:08.402000,242044.0,2.0,,7604911.0,,,,,1.0,,,,,,,,
20,mkdocs-material,https://github.com/squidfunk/mkdocs-material,,Technical documentation that just works.,documentation,33,True,squidfunk/mkdocs-material,https://github.com/squidfunk/mkdocs-material,MIT,2016-01-28 22:09:23.000000,2021-08-04 20:36:14.000000,2021-08-04 20:34:55.000000,1709.0,1076.0,7123.0,2021-07-31 08:36:28.000000,7.2.2,208.0,125.0,11.0,['mkdocs'],conda-forge/mkdocs-material,mkdocs-material,3488.0,9311.0,7809.0,https://pypi.org/project/mkdocs-material,2021-07-31 08:36:58.000000,1502.0,483683.0,485715.0,https://anaconda.org/conda-forge/mkdocs-material,2021-07-31 15:07:31.635000,54886.0,1.0,,,,,,,,,,,,,,,
21,robotframework,https://github.com/robotframework/robotframework,,Generic automation framework for acceptance testing and RPA.,testing,33,True,robotframework/robotframework,https://github.com/robotframework/robotframework,Apache-2.0,2014-06-27 11:10:38.000000,2021-08-04 20:13:46.000000,2021-08-02 14:01:58.000000,1718.0,3412.0,6153.0,2021-07-19 10:40:50.000000,4.1,64.0,146.0,194.0,,conda-forge/robotframework,robotframework,12988.0,5430.0,4022.0,https://pypi.org/project/robotframework,2021-07-19 10:31:38.000000,1408.0,785141.0,786464.0,https://anaconda.org/conda-forge/robotframework,2021-07-19 12:30:18.399000,56642.0,1.0,,513.0,,,,,,,,,,,,,
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 13:51:19.000000,2021-08-02 02:22:10.000000,2021-08-02 02:22:08.000000,467.0,1069.0,5334.0,2021-07-27 10:49:49.000000,hypothesis-python-6.14.5,856.0,248.0,66.0,,conda-forge/hypothesis,hypothesis,10868.0,12075.0,9459.0,https://pypi.org/project/hypothesis,2021-07-27 10:49:36.000000,2616.0,2050647.0,2125009.0,https://anaconda.org/conda-forge/hypothesis,2021-07-27 12:59:58.338000,4536102.0,1.0,,,,,,,,,,,,,,,
23,pip-tools,https://github.com/jazzband/pip-tools,,A set of tools to keep your pinned Python dependencies fresh.,dependency-managers,33,True,jazzband/pip-tools,https://github.com/jazzband/pip-tools,BSD-3-Clause,2012-09-10 08:50:26.000000,2021-08-04 17:26:30.000000,2021-08-03 12:37:07.000000,455.0,624.0,5111.0,2021-06-22 09:33:33.000000,6.2.0,93.0,157.0,127.0,,conda-forge/pip-tools,pip-tools,1593.0,3252.0,,https://pypi.org/project/pip-tools,2021-06-22 09:33:33.000000,3252.0,4817947.0,4818785.0,https://anaconda.org/conda-forge/pip-tools,2021-06-22 11:23:39.836000,13414.0,2.0,,,,,,,,,,,,,,,
24,isort,https://github.com/PyCQA/isort,,A Python utility / library to sort imports.,formatters,33,True,PyCQA/isort,https://github.com/PyCQA/isort,MIT,2013-09-02 22:22:53.000000,2021-08-02 07:42:37.000000,2021-08-02 07:42:37.000000,414.0,966.0,4061.0,2021-07-29 06:41:35.000000,5.9.3,130.0,245.0,24.0,,conda-forge/isort,isort,,210272.0,186054.0,https://pypi.org/project/isort,2021-07-29 06:40:41.000000,24218.0,18526392.0,18561860.0,https://anaconda.org/conda-forge/isort,2021-07-29 08:58:06.550000,2163577.0,2.0,,,,,,,,,,,,,,,
25,sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,,Sphinx theme for readthedocs.org.,documentation,33,True,readthedocs/sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,MIT,2013-10-17 17:10:49.000000,2021-08-05 14:15:25.000000,2021-08-05 00:01:36.000000,1584.0,511.0,3772.0,2018-10-05 13:20:49.000000,0.4.2,23.0,108.0,175.0,['sphinx'],conda-forge/sphinx_rtd_theme,sphinx_rtd_theme,1273.0,23490.0,16.0,https://pypi.org/project/sphinx_rtd_theme,2018-10-05 13:20:49.000000,23474.0,1804018.0,1829882.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2021-04-06 20:57:24.009000,1551875.0,1.0,,,,,,,,,,,,,,,
26,pyflakes,https://github.com/PyCQA/pyflakes,,A simple program which checks Python source files for errors.,linters,33,True,PyCQA/pyflakes,https://github.com/PyCQA/pyflakes,MIT,2014-04-07 06:19:46.000000,2021-07-17 13:20:21.000000,2021-05-28 17:28:29.000000,153.0,349.0,1050.0,2021-03-24 16:32:54.000000,2.3.1,30.0,77.0,84.0,,conda-forge/pyflakes,pyflakes,513.0,121595.0,95097.0,https://pypi.org/project/pyflakes,2021-03-24 16:32:54.000000,26498.0,12096557.0,12141471.0,https://anaconda.org/conda-forge/pyflakes,2021-03-24 22:10:26.104000,2784718.0,1.0,,,,,,,,,,,,,,,
27,pre-commit,https://github.com/pre-commit/pre-commit,,A framework for managing and maintaining multi-language pre-commit hooks.,others,32,True,pre-commit/pre-commit,https://github.com/pre-commit/pre-commit,MIT,2014-03-13 00:39:38.000000,2021-08-03 20:41:21.000000,2021-08-03 20:41:21.000000,458.0,1163.0,6312.0,2021-05-21 21:08:51.000000,2.13.0,160.0,123.0,23.0,,conda-forge/pre-commit,pre-commit,2045.0,2136.0,,https://pypi.org/project/pre-commit,2021-05-21 21:05:09.000000,2136.0,3330760.0,3358311.0,https://anaconda.org/conda-forge/pre-commit,2021-05-27 13:32:23.502000,656273.0,1.0,,9760.0,,,,,,,,,,,,,
28,buildbot,https://github.com/buildbot/buildbot,,Python-based continuous integration testing framework; your pull requests are more than welcome!.,build-tools,32,True,buildbot/buildbot,https://github.com/buildbot/buildbot,GPL-2.0,2010-07-06 17:56:53.000000,2021-08-04 01:48:26.000000,2021-07-31 09:26:49.000000,1536.0,712.0,4651.0,2021-07-31 09:54:45.000000,3.3.0,113.0,792.0,650.0,,conda-forge/buildbot,buildbot,22140.0,1144.0,252.0,https://pypi.org/project/buildbot,2021-07-31 09:54:45.000000,892.0,57955.0,59957.0,https://anaconda.org/conda-forge/buildbot,2021-07-31 13:21:14.599000,39222.0,1.0,,15849.0,,,,,,,,,,,,,
29,conda,https://github.com/conda/conda,,"OS-agnostic, system-level binary package manager and ecosystem.",dependency-managers,32,True,conda/conda,https://github.com/conda/conda,BSD-3-Clause,2012-10-15 22:08:03.000000,2021-08-04 18:06:15.000000,2021-08-04 12:57:55.000000,1061.0,6090.0,4224.0,2021-06-30 04:55:46.000000,4.10.3,100.0,365.0,2002.0,,conda-forge/conda,conda,15720.0,2104.0,,https://pypi.org/project/conda,2017-04-22 23:38:35.000000,2104.0,54153.0,392426.0,https://anaconda.org/conda-forge/conda,2021-06-30 19:41:33.144000,20296411.0,2.0,,,,,,,,,,,,,,,
30,virtualenv,https://github.com/pypa/virtualenv,,Virtual Python Environment builder.,virtual-envs,32,True,pypa/virtualenv,https://github.com/pypa/virtualenv,MIT,2011-03-06 14:33:27.000000,2021-08-05 10:17:46.000000,2021-08-05 10:17:46.000000,898.0,1089.0,3923.0,2021-07-31 13:43:25.000000,20.7.0,167.0,171.0,62.0,,conda-forge/virtualenv,virtualenv,,34422.0,,https://pypi.org/project/virtualenv,2021-07-31 13:43:25.000000,34422.0,19465737.0,19485487.0,https://anaconda.org/conda-forge/virtualenv,2021-06-29 14:18:57.494000,1046778.0,2.0,,,,,,,,,,,,,,,
31,invoke,https://github.com/pyinvoke/invoke,,Pythonic task management & command execution.,build-tools,32,True,pyinvoke/invoke,https://github.com/pyinvoke/invoke,BSD-2-Clause,2012-02-29 23:59:23.000000,2021-07-27 02:27:30.000000,2021-07-12 00:36:12.000000,286.0,357.0,3342.0,2021-07-09 21:42:28.000000,1.6.0,52.0,56.0,316.0,,conda-forge/invoke,invoke,3519.0,12964.0,8362.0,https://pypi.org/project/invoke,2021-07-09 21:42:28.000000,4602.0,1678097.0,1683796.0,https://anaconda.org/conda-forge/invoke,2021-07-10 12:55:00.642000,364797.0,1.0,,,,,,,,,,,,,,,
32,pytest-cov,https://github.com/pytest-dev/pytest-cov,,Coverage plugin for pytest.,testing,32,True,pytest-dev/pytest-cov,https://github.com/pytest-dev/pytest-cov,MIT,2014-04-17 20:01:12.000000,2021-07-30 14:18:15.000000,2021-07-25 12:20:36.000000,146.0,194.0,1077.0,2021-06-01 17:24:42.000000,2.12.1,42.0,67.0,100.0,['pytest'],conda-forge/pytest-cov,pytest-cov,816.0,137457.0,94063.0,https://pypi.org/project/pytest-cov,2021-06-01 17:24:42.000000,43394.0,12741106.0,12791403.0,https://anaconda.org/conda-forge/pytest-cov,2021-06-02 16:41:25.608000,3269320.0,1.0,,,,,,,,,,,,,,,
33,sentry-sdk,https://github.com/getsentry/sentry-python,,The new Python SDK for Sentry.io.,logging,32,True,getsentry/sentry-python,https://github.com/getsentry/sentry-python,BSD-2-Clause,2018-06-18 22:51:10.000000,2021-08-02 03:00:30.000000,2021-07-27 14:53:19.000000,218.0,380.0,1017.0,2021-07-27 14:52:59.000000,1.3.1,131.0,100.0,171.0,,conda-forge/sentry-sdk,sentry-sdk,1269.0,13946.0,12960.0,https://pypi.org/project/sentry-sdk,2021-07-27 14:52:55.000000,986.0,9114130.0,9117173.0,https://anaconda.org/conda-forge/sentry-sdk,2021-07-27 17:58:10.503000,96098.0,1.0,,4459.0,,,,,,,,,,,,,
34,python-json-logger,https://github.com/madzak/python-json-logger,,Json Formatter for the standard python logger.,logging,32,True,madzak/python-json-logger,https://github.com/madzak/python-json-logger,BSD-2-Clause,2011-12-27 05:12:26.000000,2021-07-27 23:18:51.000000,2021-07-27 23:18:45.000000,152.0,45.0,1015.0,2021-07-27 23:09:33.000000,2.0.2,20.0,46.0,20.0,,conda-forge/python-json-logger,python-json-logger,196.0,17291.0,16373.0,https://pypi.org/project/python-json-logger,2021-07-27 23:09:33.000000,918.0,3440301.0,3455294.0,https://anaconda.org/conda-forge/python-json-logger,2020-10-12 23:31:31.855000,779641.0,1.0,,,,,,,4.0,,,,,,,,
35,pytest-xdist,https://github.com/pytest-dev/pytest-xdist,,pytest plugin for distributed testing and loop-on-failures testing modes.,testing,32,True,pytest-dev/pytest-xdist,https://github.com/pytest-dev/pytest-xdist,MIT,2015-09-01 18:51:45.000000,2021-08-02 18:51:37.000000,2021-07-26 18:55:07.000000,150.0,238.0,743.0,2021-06-16 21:48:35.000000,2.3.0,56.0,74.0,200.0,['pytest'],conda-forge/pytest-xdist,pytest-xdist,888.0,27714.0,20372.0,https://pypi.org/project/pytest-xdist,2021-06-16 21:48:35.000000,7342.0,4621903.0,4648347.0,https://anaconda.org/conda-forge/pytest-xdist,2021-06-17 01:17:32.581000,1613106.0,1.0,,,,,,,,,,,,,,,
36,parso,https://github.com/davidhalter/parso,,A Python Parser.,linters,32,True,davidhalter/parso,https://github.com/davidhalter/parso,MIT,2017-05-08 20:14:30.000000,2021-08-05 07:12:21.000000,2021-05-30 07:37:32.000000,71.0,93.0,429.0,2021-03-30 20:43:51.000000,0.8.2,25.0,40.0,8.0,,conda-forge/parso,parso,1086.0,151886.0,140522.0,https://pypi.org/project/parso,2021-03-30 20:43:51.000000,11364.0,15328256.0,15432221.0,https://anaconda.org/conda-forge/parso,2021-03-31 00:05:02.064000,4574495.0,1.0,,,,,,,,,,,,,,,
37,loguru,https://github.com/Delgan/loguru,,Python logging made (stupidly) simple.,logging,31,True,Delgan/loguru,https://github.com/Delgan/loguru,MIT,2017-08-15 17:22:32.000000,2021-07-17 10:49:46.000000,2021-07-17 10:49:37.000000,418.0,377.0,9453.0,2020-09-20 07:56:32.000000,0.5.3,17.0,29.0,52.0,,conda-forge/loguru,loguru,561.0,9268.0,8926.0,https://pypi.org/project/loguru,2020-09-20 07:54:28.000000,342.0,1454182.0,1461569.0,https://anaconda.org/conda-forge/loguru,2021-04-19 15:15:46.138000,221625.0,2.0,,,,,,,,,,,,,,,
38,pyautogui,https://github.com/asweigart/pyautogui,,A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.,testing,31,True,asweigart/pyautogui,https://github.com/asweigart/pyautogui,BSD-3-Clause,2014-07-17 23:30:38.000000,2021-07-30 01:53:57.000000,2021-07-08 00:57:12.000000,725.0,175.0,5357.0,2021-07-07 17:05:04.000000,0.9.53,50.0,51.0,326.0,,conda-forge/pyautogui,pyautogui,395.0,9913.0,9305.0,https://pypi.org/project/pyautogui,2021-07-07 17:05:04.000000,608.0,467585.0,470498.0,https://anaconda.org/conda-forge/pyautogui,2020-10-13 12:17:23.308000,131112.0,2.0,,,,,,,,,,,,,,,
39,pylint,https://github.com/PyCQA/pylint,,It's not just a linter that annoys you!.,linters,31,True,PyCQA/pylint,https://github.com/PyCQA/pylint,GPL-2.0,2015-12-09 05:40:02.000000,2021-08-05 13:54:55.000000,2021-08-05 04:59:00.000000,738.0,2825.0,3459.0,2021-07-28 18:51:39.000000,2.9.6,114.0,404.0,726.0,,conda-forge/pylint,pylint,,37734.0,,https://pypi.org/project/pylint,2021-07-28 18:51:39.000000,37734.0,12648180.0,12682919.0,https://anaconda.org/conda-forge/pylint,2021-07-28 21:01:30.049000,2084384.0,2.0,,,,,,,,,,,,,,,
40,bandit,https://github.com/PyCQA/bandit,,Bandit is a tool designed to find common security issues in Python code.,security,31,True,PyCQA/bandit,https://github.com/PyCQA/bandit,Apache-2.0,2018-04-26 09:08:12.000000,2021-07-20 21:25:13.000000,2021-06-29 04:22:51.000000,346.0,366.0,3385.0,2020-12-13 02:48:28.000000,1.7.0,31.0,132.0,178.0,,conda-forge/bandit,bandit,1175.0,9872.0,7518.0,https://pypi.org/project/bandit,2020-12-13 02:48:28.000000,2354.0,1691145.0,1694146.0,https://anaconda.org/conda-forge/bandit,2021-03-10 05:39:36.125000,81002.0,1.0,,67.0,,,,,,,,,,,,,
41,freezegun,https://github.com/spulec/freezegun,,Let your Python tests travel through time.,testing,31,True,spulec/freezegun,https://github.com/spulec/freezegun,Apache-2.0,2012-12-11 05:11:00.000000,2021-08-02 19:04:19.000000,2021-08-02 19:04:19.000000,196.0,167.0,2961.0,2021-01-20 07:45:20.000000,1.1.0,56.0,95.0,67.0,,conda-forge/freezegun,freezegun,525.0,16968.0,8616.0,https://pypi.org/project/freezegun,2021-01-20 07:45:20.000000,8352.0,3673016.0,3676849.0,https://anaconda.org/conda-forge/freezegun,2021-01-20 09:23:22.014000,249150.0,2.0,,,,,,,,,,,,,,,
42,ipdb,https://github.com/gotcha/ipdb,,Integration of IPython pdb.,debugging,31,True,gotcha/ipdb,https://github.com/gotcha/ipdb,BSD-3-Clause,2011-01-15 17:51:47.000000,2021-07-30 14:03:48.000000,2021-06-02 11:43:55.000000,132.0,110.0,1459.0,2021-06-02 11:43:46.000000,0.13.9,41.0,48.0,53.0,,conda-forge/ipdb,ipdb,351.0,44154.0,27256.0,https://pypi.org/project/ipdb,2021-06-02 11:43:46.000000,16898.0,1581379.0,1584460.0,https://anaconda.org/conda-forge/ipdb,2021-06-24 04:21:01.798000,187970.0,1.0,,,,,,,,,,,,,,,
43,logbook,https://github.com/getlogbook/logbook,,A cool logging replacement for Python.,logging,31,False,getlogbook/logbook,https://github.com/getlogbook/logbook,BSD-3-Clause,2010-07-22 10:13:12.000000,2021-07-19 14:00:45.000000,2019-10-16 17:48:40.000000,157.0,125.0,1403.0,2019-01-16 20:35:25.000000,1.4.3,41.0,76.0,56.0,,conda-forge/logbook,logbook,1194.0,4727.0,2663.0,https://pypi.org/project/logbook,2019-10-16 18:14:55.000000,2064.0,572186.0,573834.0,https://anaconda.org/conda-forge/logbook,2021-01-11 05:40:29.145000,47717.0,2.0,,273.0,,,,,,,,,,,,,
44,nose,https://github.com/nose-devs/nose,,nose is nicer testing for python.,testing,31,False,nose-devs/nose,https://github.com/nose-devs/nose,LGPL-2.1+,2011-12-13 19:36:32.000000,2021-04-09 10:35:26.000000,2016-03-04 01:16:26.000000,358.0,461.0,1343.0,2015-06-02 09:12:36.000000,1.3.7,14.0,95.0,447.0,,conda-forge/nose,nose,1004.0,198872.0,112398.0,https://pypi.org/project/nose,2015-06-02 09:12:36.000000,86474.0,4057588.0,4086330.0,https://anaconda.org/conda-forge/nose,2020-10-11 16:52:20.277000,1810783.0,2.0,,,,,,,,,,,,,,,
45,alabaster,https://github.com/bitprophet/alabaster,,"Lightweight, configurable Sphinx theme. Now the Sphinx default!.",documentation,31,False,bitprophet/alabaster,https://github.com/bitprophet/alabaster,BSD-3-Clause,2013-12-07 00:03:15.000000,2021-06-21 16:20:37.000000,2020-01-10 23:50:18.000000,173.0,52.0,618.0,2018-10-03 01:39:17.000000,0.7.12,24.0,28.0,79.0,['sphinx'],conda-forge/alabaster,alabaster,350.0,63984.0,49086.0,https://pypi.org/project/alabaster,2018-10-03 01:39:17.000000,14898.0,3435860.0,3479508.0,https://anaconda.org/conda-forge/alabaster,2018-10-03 15:29:30.017000,2662545.0,2.0,,,,,,,,,,,,,,,
46,coveralls-python,https://github.com/TheKevJames/coveralls-python,,Show coverage stats online via coveralls.io.,testing,31,True,TheKevJames/coveralls-python,https://github.com/TheKevJames/coveralls-python,MIT,2013-02-06 20:48:39.000000,2021-08-04 18:06:43.000000,2021-07-29 20:26:22.000000,174.0,136.0,461.0,2021-07-20 20:24:19.000000,3.2.0,40.0,59.0,8.0,['pytest'],,coveralls,426.0,35422.0,18414.0,https://pypi.org/project/coveralls,2021-07-20 20:24:19.000000,17008.0,464547.0,464547.0,,,,2.0,,,,,,,,,,,,,,,
47,packaging,https://github.com/pypa/packaging,,Core utilities for Python packages.,packaging,31,True,pypa/packaging,https://github.com/pypa/packaging,BSD-2-Clause,2014-05-15 22:49:43.000000,2021-07-24 18:39:52.000000,2021-07-23 14:23:55.000000,159.0,152.0,316.0,2021-07-23 20:58:52.000000,21.0,36.0,70.0,55.0,,conda-forge/packaging,packaging,,264479.0,235279.0,https://pypi.org/project/packaging,2021-07-03 12:32:30.000000,29200.0,65065430.0,65205814.0,https://anaconda.org/conda-forge/packaging,2021-07-03 14:49:57.465000,8703508.0,1.0,,125.0,,,,,,,,,,,,,
48,wheel,https://github.com/pypa/wheel,,The official binary distribution format for Python.,build-tools,31,True,pypa/wheel,https://github.com/pypa/wheel,MIT,2016-07-16 23:19:28.580000,2021-07-31 14:28:34.000000,2021-05-23 18:58:13.000000,91.0,292.0,250.0,2020-12-13 18:09:07.000000,0.36.2,64.0,61.0,26.0,,conda-forge/wheel,wheel,732.0,62544.0,,https://pypi.org/project/wheel,2020-12-13 18:09:07.000000,62544.0,82271888.0,82589353.0,https://anaconda.org/conda-forge/wheel,2020-12-13 19:48:16.429000,19365407.0,2.0,,,,,,,,,,,,,,,
49,Glances,https://github.com/nicolargo/glances,,"Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.",profiling,30,True,nicolargo/glances,https://github.com/nicolargo/glances,LGPL-3.0,2011-12-04 08:49:15.000000,2021-08-03 17:42:47.000000,2021-08-03 17:42:47.000000,1217.0,1184.0,18891.0,2021-07-24 17:36:58.000000,3.2.2,57.0,145.0,203.0,,conda-forge/glances,glances,4110.0,369.0,319.0,https://pypi.org/project/glances,2021-07-24 16:10:49.000000,50.0,196171.0,198344.0,https://anaconda.org/conda-forge/glances,2021-06-07 19:57:42.205000,140952.0,1.0,,427.0,,,,,,,,,,,,,
50,yapf,https://github.com/google/yapf,,A formatter for Python files.,formatters,30,True,google/yapf,https://github.com/google/yapf,Apache-2.0,2015-03-18 18:22:31.000000,2021-07-19 01:17:12.000000,2021-07-19 01:17:12.000000,791.0,379.0,11940.0,2020-04-23 19:07:36.000000,0.30.0,67.0,130.0,318.0,,conda-forge/yapf,yapf,,25722.0,22316.0,https://pypi.org/project/yapf,2020-04-23 19:07:36.000000,3406.0,1734621.0,1746429.0,https://anaconda.org/conda-forge/yapf,2021-04-19 00:01:27.357000,732138.0,3.0,,,,,,,,,,,,,,,
51,factory_boy,https://github.com/FactoryBoy/factory_boy,,A test fixtures replacement for Python.,testing,30,True,FactoryBoy/factory_boy,https://github.com/FactoryBoy/factory_boy,MIT,2011-05-11 08:26:59.000000,2021-07-19 08:50:10.000000,2021-07-19 08:50:10.000000,328.0,343.0,2578.0,2018-05-05 15:05:40.000000,2.11.1,36.0,117.0,151.0,,conda-forge/factory_boy,factory_boy,889.0,4256.0,,https://pypi.org/project/factory_boy,2018-05-05 15:05:40.000000,4256.0,1652616.0,1653944.0,https://anaconda.org/conda-forge/factory_boy,2021-04-04 01:17:30.466000,78383.0,2.0,,,,,,,,,,,,,,,
52,twine,https://github.com/pypa/twine,,Utilities for interacting with PyPI.,build-tools,30,True,pypa/twine,https://github.com/pypa/twine,Apache-2.0,2013-08-13 15:39:39.000000,2021-08-03 04:26:25.000000,2021-08-01 12:32:37.000000,241.0,325.0,1143.0,2021-07-24 12:41:53.000000,3.4.2,43.0,103.0,44.0,,conda-forge/twine,twine,,61285.0,43781.0,https://pypi.org/project/twine,2021-07-20 16:24:13.000000,17504.0,1997766.0,2002958.0,https://anaconda.org/conda-forge/twine,2021-07-20 19:18:02.428000,311572.0,2.0,,,,,,,,,,,,,,,
53,pytest-mock,https://github.com/pytest-dev/pytest-mock,,Thin-wrapper around the mock package for easier use with pytest.,testing,30,True,pytest-dev/pytest-mock,https://github.com/pytest-dev/pytest-mock,MIT,2014-07-17 00:40:32.000000,2021-07-26 19:38:01.000000,2021-07-26 19:37:59.000000,95.0,89.0,1128.0,2021-05-18 11:53:27.000000,3.6.1,52.0,54.0,10.0,['pytest'],conda-forge/pytest-mock,pytest-mock,,24301.0,18121.0,https://pypi.org/project/pytest-mock,2021-05-06 19:21:18.000000,6180.0,4197827.0,4215194.0,https://anaconda.org/conda-forge/pytest-mock,2021-05-07 01:15:17.653000,1059440.0,2.0,,,,,,,,,,,,,,,
54,tabulate,https://github.com/astanin/python-tabulate,,"Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from..",logging,30,True,astanin/python-tabulate,https://github.com/astanin/python-tabulate,MIT,2016-05-01 20:47:06.376000,2021-07-14 05:26:22.000000,2021-03-04 09:33:31.000000,69.0,58.0,905.0,2021-02-22 07:34:12.000000,0.8.9,25.0,67.0,32.0,,conda-forge/tabulate,tabulate,502.0,56591.0,48489.0,https://pypi.org/project/tabulate,2021-02-22 07:34:12.000000,8102.0,23922236.0,23942161.0,https://anaconda.org/conda-forge/tabulate,2021-02-22 13:39:52.132000,1255316.0,2.0,,,,,,,,,,,,,,,
55,pydocstyle,https://github.com/PyCQA/pydocstyle,,docstring style checker.,linters,30,True,PyCQA/pydocstyle,https://github.com/PyCQA/pydocstyle,MIT,2012-01-31 17:18:23.000000,2021-06-24 19:05:10.000000,2021-05-17 20:39:45.000000,146.0,194.0,797.0,2021-05-17 20:37:45.000000,6.1.1,17.0,72.0,75.0,,conda-forge/pydocstyle,pydocstyle,710.0,21893.0,17973.0,https://pypi.org/project/pydocstyle,2021-05-17 20:37:45.000000,3920.0,2013544.0,2020079.0,https://anaconda.org/conda-forge/pydocstyle,2021-05-18 22:35:13.379000,398650.0,2.0,,56.0,,,,,,,,,,,,,
56,numpydoc,https://github.com/numpy/numpydoc,,Numpy's Sphinx extensions.,documentation,29,True,numpy/numpydoc,https://github.com/numpy/numpydoc,BSD-3-Clause,2013-07-24 16:23:39.000000,2021-05-24 23:17:20.000000,2021-05-19 15:13:17.000000,5681.0,95.0,17692.0,2020-07-01 21:59:00.000000,1.1.0,13.0,65.0,51.0,['sphinx'],conda-forge/numpydoc,numpydoc,,34348.0,27000.0,https://pypi.org/project/numpydoc,2020-07-01 21:59:00.000000,7348.0,244412.0,259153.0,https://anaconda.org/conda-forge/numpydoc,2020-10-01 19:37:54.384000,810799.0,2.0,,,,,,,,,,,,,,,
57,PySnooper,https://github.com/cool-RR/PySnooper,,Never use print for debugging again.,debugging,29,True,cool-RR/PySnooper,https://github.com/cool-RR/PySnooper,MIT,2019-04-18 13:55:43.000000,2021-07-31 02:34:30.000000,2021-05-19 08:23:53.000000,896.0,93.0,14542.0,2021-05-19 08:24:40.000000,0.5.0,54.0,26.0,18.0,,conda-forge/pysnooper,pysnooper,299.0,507.0,461.0,https://pypi.org/project/pysnooper,2021-05-19 08:24:40.000000,46.0,72662.0,74096.0,https://anaconda.org/conda-forge/pysnooper,2021-05-19 12:14:49.747000,38726.0,1.0,,,,,,,,,,,,,,,
58,pipreqs,https://github.com/bndr/pipreqs,,pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this..,dependency-managers,29,True,bndr/pipreqs,https://github.com/bndr/pipreqs,Apache-2.0,2015-04-22 16:38:14.000000,2021-07-20 07:34:29.000000,2021-05-05 05:08:31.000000,227.0,88.0,3559.0,2019-11-14 11:06:56.000000,0.4.10,38.0,50.0,82.0,,conda-forge/pipreqs,pipreqs,300.0,6676.0,6148.0,https://pypi.org/project/pipreqs,2019-11-14 11:00:54.000000,528.0,98744.0,99115.0,https://anaconda.org/conda-forge/pipreqs,2019-11-14 14:53:43.131000,21890.0,3.0,,,,,,,,,,,,,,,
59,wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,,The strictest and most opinionated python linter ever!.,linters,29,True,wemake-services/wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,MIT,2018-03-09 21:04:25.000000,2021-08-02 02:17:10.000000,2021-07-30 10:48:28.000000,277.0,877.0,1568.0,2021-06-21 19:33:18.000000,0.15.3,52.0,145.0,81.0,,,wemake-python-styleguide,1782.0,545.0,531.0,https://pypi.org/project/wemake-python-styleguide,2021-06-21 16:28:55.000000,14.0,73597.0,73597.0,,,,2.0,,,,,,,,,,,,,,,
60,rope,https://github.com/python-rope/rope,,a python refactoring library.,refactoring,29,True,python-rope/rope,https://github.com/python-rope/rope,LGPL-3.0,2013-11-30 15:30:20.000000,2021-08-01 19:15:07.000000,2021-05-20 05:32:18.000000,142.0,116.0,1158.0,2020-10-07 16:08:59.000000,0.18.0,19.0,63.0,70.0,,conda-forge/rope,rope,1881.0,33306.0,30374.0,https://pypi.org/project/rope,2020-10-07 16:08:59.000000,2932.0,407838.0,418480.0,https://anaconda.org/conda-forge/rope,2021-05-30 20:11:33.599000,553405.0,1.0,,,,,,,,,,,,,,,
61,pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,,Pytest support for asyncio.,testing,29,True,pytest-dev/pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,Apache-2.0,2015-04-11 00:18:05.000000,2021-07-16 14:34:59.000000,2021-05-30 22:55:43.000000,84.0,96.0,765.0,2021-04-21 23:04:29.000000,0.15.1,20.0,26.0,65.0,['pytest'],conda-forge/pytest-asyncio,pytest-asyncio,177.0,16284.0,14256.0,https://pypi.org/project/pytest-asyncio,2021-04-21 23:04:29.000000,2028.0,1566760.0,1577090.0,https://anaconda.org/conda-forge/pytest-asyncio,2021-05-21 05:59:51.013000,526830.0,2.0,,,,,,,,,,,,,,,
62,flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,,A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in..,linters,29,True,PyCQA/flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,MIT,2016-03-15 20:54:43.000000,2021-06-20 13:51:43.000000,2021-04-01 21:18:24.000000,44.0,53.0,563.0,2021-04-01 21:21:59.000000,21.4.3,34.0,37.0,43.0,['flake8'],conda-forge/flake8-bugbear,flake8-bugbear,163.0,5433.0,4393.0,https://pypi.org/project/flake8-bugbear,2021-04-01 21:21:59.000000,1040.0,929624.0,944856.0,https://anaconda.org/conda-forge/flake8-bugbear,2021-04-02 22:23:40.112000,365575.0,2.0,,,,,,,,,,,,,,,
63,breathe,https://github.com/michaeljones/breathe,,ReStructuredText and Sphinx bridge to Doxygen.,documentation,29,True,michaeljones/breathe,https://github.com/michaeljones/breathe,BSD-3-Clause,2009-02-03 18:52:25.000000,2021-08-05 14:31:11.000000,2021-05-18 23:33:51.000000,138.0,340.0,544.0,2021-05-06 19:46:25.000000,4.30.0,59.0,95.0,108.0,,conda-forge/breathe,breathe,1467.0,6882.0,4874.0,https://pypi.org/project/breathe,2021-05-06 19:45:36.000000,2008.0,94590.0,98242.0,https://anaconda.org/conda-forge/breathe,2021-05-08 22:53:25.599000,210488.0,2.0,,92.0,,,,,,,,,,,,,
64,hacking,https://github.com/openstack/hacking,,OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org.,linters,29,True,openstack/hacking,https://github.com/openstack/hacking,Apache-2.0,2013-03-26 21:09:28.000000,2021-06-05 10:04:22.000000,2021-06-05 10:03:49.000000,66.0,,219.0,2021-04-21 10:37:50.000000,4.1.0,37.0,182.0,,['flake8'],,hacking,1052.0,8690.0,,https://pypi.org/project/hacking,2021-04-21 10:37:50.000000,8690.0,197049.0,197049.0,,,,2.0,,,,,,,,,,,,,,,
65,typed_ast,https://github.com/python/typed_ast,,Modified fork of CPython's ast module that parses `# type:` comments.,ast,29,True,python/typed_ast,https://github.com/python/typed_ast,Apache-2.0,2016-02-16 22:40:09.000000,2021-04-12 00:18:06.000000,2021-04-12 00:18:06.000000,48.0,75.0,188.0,2021-04-11 23:57:40.000000,1.4.3,29.0,21.0,5.0,,,typed_ast,173.0,10362.0,,https://pypi.org/project/typed_ast,2021-04-11 23:57:40.000000,10362.0,16377171.0,16377171.0,,,,1.0,,,,,,,,,,,,,,,
66,py-spy,https://github.com/benfred/py-spy,,Sampling profiler for Python programs.,profiling,28,True,benfred/py-spy,https://github.com/benfred/py-spy,MIT,2018-08-01 02:22:15.000000,2021-07-31 21:25:11.000000,2021-07-31 06:17:52.000000,266.0,153.0,7140.0,2021-07-31 06:45:09.000000,0.3.8,31.0,26.0,68.0,,,py-spy,401.0,50.0,,https://pypi.org/project/py-spy,2021-07-31 06:45:09.000000,50.0,615406.0,615642.0,,,,2.0,,5910.0,,,,,,py-spy,,,,,,,
67,playwright-python,https://github.com/microsoft/playwright-python,,Python version of the Playwright testing and automation library.,testing,28,True,microsoft/playwright-python,https://github.com/microsoft/playwright-python,Apache-2.0,2020-07-01 15:28:13.000000,2021-08-04 22:13:50.000000,2021-07-29 09:05:27.000000,426.0,390.0,4966.0,2021-07-29 18:15:53.000000,1.13.1,56.0,21.0,13.0,,,playwright,395.0,330.0,330.0,https://pypi.org/project/playwright,2021-07-29 18:15:53.000000,0.0,97352.0,97352.0,,,,2.0,,,,,,,,,,,,,,,
68,line_profiler,https://github.com/pyutils/line_profiler,,Line-by-line profiling for Python.,profiling,28,True,pyutils/line_profiler,https://github.com/pyutils/line_profiler,BSD-3-Clause,2016-05-26 17:37:38.151000,2021-07-30 01:03:50.000000,2021-06-25 15:57:31.000000,250.0,12.0,3527.0,2021-04-30 19:15:30.000000,3.2.5,8.0,25.0,33.0,,conda-forge/line_profiler,line_profiler,162.0,692.0,,https://pypi.org/project/line_profiler,2017-12-20 02:30:37.000000,692.0,282320.0,285462.0,https://anaconda.org/conda-forge/line_profiler,2021-06-05 03:09:37.408000,197947.0,2.0,,,,,,,,,,,,,,,
69,pytype,https://github.com/google/pytype,,A static type analyzer for Python code.,linters,28,True,google/pytype,https://github.com/google/pytype,Apache-2.0,2015-03-18 20:52:08.000000,2021-08-05 03:57:08.000000,2021-08-05 03:57:05.000000,200.0,333.0,3374.0,2021-08-03 22:01:33.000000,2021.8.3,106.0,63.0,94.0,,conda-forge/pytype,pytype,4516.0,88.0,,https://pypi.org/project/pytype,2021-08-03 22:01:33.000000,88.0,100860.0,104643.0,https://anaconda.org/conda-forge/pytype,2020-10-13 18:48:00.617000,56746.0,2.0,,,,,,,,,,,,,,,
70,mimesis,https://github.com/lk-geimfari/mimesis,,"Mimesis is a high-performance fake data generator for Python, which provides data for a variety of purposes in a..",testing,28,True,lk-geimfari/mimesis,https://github.com/lk-geimfari/mimesis,MIT,2016-09-09 21:41:22.000000,2021-08-03 16:49:28.000000,2021-08-03 16:49:20.000000,274.0,282.0,3327.0,2021-06-20 13:16:14.000000,5.0.0,31.0,106.0,5.0,,,mimesis,2010.0,84.0,,https://pypi.org/project/mimesis,2020-12-21 11:12:37.000000,84.0,103589.0,103591.0,,,,2.0,,174.0,,,,,,,,,,,,,
71,pyelftools,https://github.com/eliben/pyelftools,,Parsing ELF and DWARF in Python.,debugging,28,True,eliben/pyelftools,https://github.com/eliben/pyelftools,Unlicense,2013-06-08 22:55:54.000000,2021-08-02 15:30:19.000000,2021-08-02 15:30:19.000000,402.0,114.0,1269.0,,,8.0,76.0,54.0,,conda-forge/pyelftools,pyelftools,572.0,3242.0,2358.0,https://pypi.org/project/pyelftools,2020-10-27 13:45:19.000000,884.0,618366.0,619444.0,https://anaconda.org/conda-forge/pyelftools,2020-10-27 16:16:13.901000,70102.0,2.0,,,,,,,,,,,,,,,
72,radon,https://github.com/rubik/radon,,Various code metrics for Python code.,code-metrics,28,True,rubik/radon,https://github.com/rubik/radon,MIT,2012-09-20 18:58:58.000000,2021-07-30 14:15:07.000000,2021-06-08 16:36:45.000000,94.0,134.0,1228.0,2021-06-08 16:35:34.000000,5.0.1,52.0,47.0,20.0,,conda-forge/radon,radon,517.0,2986.0,1888.0,https://pypi.org/project/radon,2021-06-08 16:35:34.000000,1098.0,383852.0,384548.0,https://anaconda.org/conda-forge/radon,2020-09-18 20:13:31.841000,32051.0,1.0,,,,,,,,,,,,,,,
73,progressbar2,https://github.com/WoLpH/python-progressbar,,Progressbar 2 - A progress bar for Python 2 and Python 3 - pip install progressbar2.,logging,28,True,WoLpH/python-progressbar,https://github.com/WoLpH/python-progressbar,BSD-3-Clause,2012-02-20 06:19:21.000000,2021-08-01 16:40:40.000000,2021-08-01 16:40:24.000000,93.0,184.0,715.0,2020-09-09 13:36:59.000000,3.53.1,94.0,38.0,9.0,,conda-forge/progressbar2,progressbar2,867.0,12894.0,10698.0,https://pypi.org/project/progressbar2,2020-09-09 13:28:47.000000,2196.0,1273337.0,1278806.0,https://anaconda.org/conda-forge/progressbar2,2020-09-09 14:31:33.844000,315311.0,2.0,,1608.0,,,,,,,,,,,,,
74,colorlog,https://github.com/borntyping/python-colorlog,,A colored formatter for the python logging module.,logging,28,True,borntyping/python-colorlog,https://github.com/borntyping/python-colorlog,MIT,2012-09-05 17:57:21.000000,2021-06-30 09:10:18.153000,2021-06-14 17:01:47.000000,75.0,64.0,701.0,2021-04-13 13:51:48.000000,5.0.1,60.0,30.0,2.0,,conda-forge/colorlog,colorlog,,14423.0,10757.0,https://pypi.org/project/colorlog,2021-06-14 17:02:48.000000,3666.0,4988519.0,4994776.0,https://anaconda.org/conda-forge/colorlog,2021-06-30 09:10:18.153000,400510.0,2.0,,,,,,,,,,,,,,,
75,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 15:33:15.000000,2021-07-02 16:32:54.000000,2021-07-02 16:32:54.000000,134.0,199.0,686.0,2021-01-27 21:57:28.000000,0.10.0,26.0,71.0,55.0,,conda-forge/nose2,nose2,1002.0,5868.0,3930.0,https://pypi.org/project/nose2,2021-01-27 21:57:28.000000,1938.0,462023.0,462904.0,https://anaconda.org/conda-forge/nose2,2020-02-02 06:02:02.004000,34365.0,2.0,,,,,,,,,,,,,,,
76,buildout,https://github.com/buildout/buildout,,Buildout is a deployment automation tool written in and extended with Python.,build-tools,28,False,buildout/buildout,https://github.com/buildout/buildout,ZPL-2.1,2012-03-25 21:47:18.000000,2021-07-21 12:10:40.000000,2021-03-29 11:37:20.000000,170.0,203.0,514.0,2021-03-08 07:25:44.000000,2.13.4,103.0,89.0,138.0,,,zc.buildout,1616.0,1974.0,,https://pypi.org/project/zc.buildout,2021-03-09 08:12:12.000000,1974.0,90282.0,90282.0,,,,2.0,,,,,,,,,,,,,,,
77,pylint-django,https://github.com/PyCQA/pylint-django,,Pylint plugin for improving code analysis for when using Django.,linters,28,True,PyCQA/pylint-django,https://github.com/PyCQA/pylint-django,GPL-2.0,2013-10-01 06:35:15.000000,2021-08-05 01:27:26.000000,2021-04-26 10:09:38.000000,102.0,150.0,473.0,2021-04-09 06:40:49.000000,2.4.3,49.0,58.0,28.0,['pylint'],conda-forge/pylint-django,pylint-django,547.0,16584.0,14338.0,https://pypi.org/project/pylint-django,2021-04-09 06:39:56.000000,2246.0,598333.0,599729.0,https://anaconda.org/conda-forge/pylint-django,2021-01-12 09:07:20.984000,83245.0,2.0,,203.0,,,,,,,,,,,,,
78,pytest-html,https://github.com/pytest-dev/pytest-html,,Plugin for generating HTML reports for pytest results.,testing,28,True,pytest-dev/pytest-html,https://github.com/pytest-dev/pytest-html,MPL-2.0,2015-04-14 19:22:42.000000,2021-05-11 22:04:17.000000,2021-01-23 03:26:17.000000,170.0,180.0,431.0,2020-12-13 15:24:58.000000,3.1.1,44.0,43.0,81.0,['pytest'],conda-forge/pytest-html,pytest-html,376.0,12424.0,11440.0,https://pypi.org/project/pytest-html,2020-12-13 15:24:58.000000,984.0,1481001.0,1483984.0,https://anaconda.org/conda-forge/pytest-html,2020-12-13 19:43:13.698000,152178.0,2.0,,,,,,,,,,,,,,,
79,python-coloredlogs,https://github.com/xolox/python-coloredlogs,,Colored terminal output for Python's logging module.,logging,28,True,xolox/python-coloredlogs,https://github.com/xolox/python-coloredlogs,MIT,2013-05-30 18:57:12.000000,2021-06-11 10:22:42.000000,2021-06-11 10:22:09.000000,36.0,49.0,427.0,2021-06-11 10:22:42.000000,15.0.1,63.0,16.0,25.0,,,coloredlogs,273.0,10568.0,8472.0,https://pypi.org/project/coloredlogs,2021-06-11 10:22:42.000000,2096.0,1777120.0,1777120.0,,,,2.0,,,,,,,,,,,,,,,
80,mccabe,https://github.com/PyCQA/mccabe,,McCabe complexity checker for Python.,code-metrics,28,True,PyCQA/mccabe,https://github.com/PyCQA/mccabe,Saxpath,2013-02-20 22:19:04.000000,2021-04-02 23:49:37.000000,2021-04-02 23:49:37.000000,40.0,34.0,415.0,2017-01-26 22:13:14.000000,0.6.1,11.0,21.0,7.0,,conda-forge/mccabe,mccabe,142.0,239117.0,208107.0,https://pypi.org/project/mccabe,2017-01-26 22:13:14.000000,31010.0,20839069.0,20887173.0,https://anaconda.org/conda-forge/mccabe,2018-07-08 18:43:04.536000,2982484.0,1.0,,,,,,,,,,,,,,,
81,pep8-naming,https://github.com/PyCQA/pep8-naming,,Naming Convention checker for Python.,linters,28,False,PyCQA/pep8-naming,https://github.com/PyCQA/pep8-naming,Saxpath,2013-02-09 18:32:52.000000,2021-08-04 23:21:20.000000,2021-07-26 21:19:48.000000,51.0,65.0,325.0,2021-07-07 11:12:50.000000,0.12.0,22.0,29.0,13.0,,conda-forge/pep8-naming,pep8-naming,227.0,10140.0,7112.0,https://pypi.org/project/pep8-naming,2021-07-07 11:12:50.000000,3028.0,958133.0,961087.0,https://anaconda.org/conda-forge/pep8-naming,2021-07-07 16:42:05.802000,195024.0,2.0,,,,,,,,,,,,,,,
82,astunparse,https://github.com/simonpercivall/astunparse,,An AST unparser for Python.,ast,28,False,simonpercivall/astunparse,https://github.com/simonpercivall/astunparse,BSD-3-Clause,2014-03-31 15:34:54.000000,2021-07-27 09:28:31.000000,2019-12-22 18:11:19.000000,39.0,21.0,170.0,2019-12-22 18:12:11.000000,1.6.3,11.0,10.0,18.0,,conda-forge/astunparse,astunparse,86.0,25196.0,25014.0,https://pypi.org/project/astunparse,2019-12-22 18:12:11.000000,182.0,4439867.0,4447976.0,https://anaconda.org/conda-forge/astunparse,2021-01-15 07:40:29.426000,405479.0,2.0,,,,,,,,,,,,,,,
83,gast,https://github.com/serge-sans-paille/gast,,Python AST that abstracts the underlying Python version.,ast,28,True,serge-sans-paille/gast,https://github.com/serge-sans-paille/gast,BSD-3-Clause,2016-07-18 10:39:07.000000,2021-08-02 05:45:24.000000,2021-08-02 05:44:02.000000,22.0,24.0,113.0,2021-08-02 05:45:24.000000,0.5.2,19.0,10.0,,,conda-forge/gast,gast,89.0,66007.0,62619.0,https://pypi.org/project/gast,2021-08-02 05:45:24.000000,3388.0,9279280.0,9310219.0,https://anaconda.org/conda-forge/gast,2021-06-29 07:42:31.263000,1206657.0,2.0,,,,,,,,,,,,,,,
84,sqlmap,https://github.com/sqlmapproject/sqlmap,,Automatic SQL injection and database takeover tool.,security,27,True,sqlmapproject/sqlmap,https://github.com/sqlmapproject/sqlmap,GPL-3.0,2012-06-26 09:52:15.000000,2021-08-02 00:39:09.000000,2021-08-02 00:38:41.000000,4406.0,4329.0,20699.0,2021-07-04 21:08:17.000000,1.5.7,70.0,108.0,47.0,,,sqlmap,9796.0,8.0,,https://pypi.org/project/sqlmap,2021-08-02 00:39:01.000000,8.0,15805.0,15805.0,,,,2.0,,,,,,,,,,,,,,,
85,pyinstaller,https://github.com/pyinstaller/pyinstaller,,Freeze (package) Python programs into stand-alone executables.,packaging,27,True,pyinstaller/pyinstaller,https://github.com/pyinstaller/pyinstaller,GPL-2.0,2011-11-23 11:05:56.000000,2021-08-05 13:17:55.000000,2021-08-05 00:13:51.000000,1691.0,3897.0,8302.0,2021-08-01 11:11:04.000000,4.5,30.0,404.0,327.0,,conda-forge/pyinstaller,pyinstaller,8020.0,0.0,,https://pypi.org/project/pyinstaller,2021-08-01 11:00:30.000000,0.0,542356.0,553979.0,https://anaconda.org/conda-forge/pyinstaller,2021-07-13 16:59:50.610000,250332.0,1.0,,714427.0,,,,,-7.0,,,,,,,,
86,Nuitka,https://github.com/Nuitka/Nuitka,,"Nuitka is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.3, 3.4, 3.5, 3.6, 3.7,..",packaging,27,True,Nuitka/Nuitka,https://github.com/Nuitka/Nuitka,Apache-2.0,2013-04-23 15:40:33.000000,2021-08-05 11:02:59.000000,2021-08-04 10:01:33.000000,321.0,755.0,5634.0,2021-06-24 10:11:18.000000,0.6.16,155.0,101.0,213.0,,conda-forge/nuitka,nuitka,7864.0,54.0,,https://pypi.org/project/nuitka,2021-07-02 10:04:36.000000,54.0,21740.0,26438.0,https://anaconda.org/conda-forge/nuitka,2021-07-02 12:10:13.167000,300696.0,1.0,,,,,,,,,,,,,,,
87,coala,https://github.com/coala/coala,,"coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming..",linters,27,True,coala/coala,https://github.com/coala/coala,AGPL-3.0,2014-05-15 11:35:34.000000,2021-07-02 15:56:52.000000,2021-06-11 17:11:55.000000,1354.0,2371.0,3217.0,2017-05-30 10:07:57.000000,0.11.1,730.0,482.0,836.0,,,coala-bears,4487.0,218.0,10.0,https://pypi.org/project/coala-bears,2017-11-10 21:04:50.000000,208.0,6344.0,6345.0,,,,2.0,,146.0,,,,,,,,,,,,,
88,memory-profiler,https://github.com/pythonprofilers/memory_profiler,,Monitor Memory usage of Python code.,profiling,27,True,pythonprofilers/memory_profiler,https://github.com/pythonprofilers/memory_profiler,BSD-3-Clause,2011-10-14 11:56:14.000000,2021-06-12 20:24:38.000000,2021-06-12 20:24:38.000000,309.0,100.0,3023.0,2018-08-16 03:16:49.000000,0.54.0,52.0,88.0,90.0,,,memory_profiler,638.0,534.0,,https://pypi.org/project/memory_profiler,2018-08-16 03:16:49.000000,534.0,295751.0,295751.0,,,,2.0,,,,,,,,,,,,,,,
89,pudb,https://github.com/inducer/pudb,,Full-screen console debugger for Python.,debugging,27,True,inducer/pudb,https://github.com/inducer/pudb,MIT,2011-05-13 23:44:30.000000,2021-07-27 04:36:26.000000,2021-07-20 13:58:03.000000,182.0,141.0,2168.0,2017-09-02 18:52:28.000000,2017.1.4,69.0,78.0,140.0,,conda-forge/pudb,pudb,,3893.0,2467.0,https://pypi.org/project/pudb,2021-05-08 20:11:53.000000,1426.0,240058.0,241799.0,https://anaconda.org/conda-forge/pudb,2020-04-15 19:25:06.154000,106207.0,2.0,,,,,,,,,,,,,,,
90,structlog,https://github.com/hynek/structlog,,Structured Logging for Python.,logging,27,True,hynek/structlog,https://github.com/hynek/structlog,MIT,2013-08-13 15:55:58.000000,2021-08-02 18:05:04.000000,2021-08-02 18:05:03.000000,139.0,156.0,1578.0,2021-02-18 16:17:00.000000,21.1.0,23.0,73.0,33.0,,conda-forge/structlog,structlog,,4679.0,3473.0,https://pypi.org/project/structlog,2021-02-18 16:06:29.000000,1206.0,2168774.0,2170782.0,https://anaconda.org/conda-forge/structlog,2021-02-22 14:39:08.894000,122523.0,3.0,,,,,,,,,,,,,,,
91,flit,https://github.com/takluyver/flit,,Simplified packaging of Python modules.,build-tools,27,True,takluyver/flit,https://github.com/takluyver/flit,BSD-3-Clause,2015-03-13 21:22:27.000000,2021-07-31 18:54:02.848000,2021-07-31 15:56:50.000000,79.0,167.0,1460.0,2021-07-31 15:27:36.000000,3.3.0,40.0,44.0,87.0,,conda-forge/flit,flit,913.0,226.0,,https://pypi.org/project/flit,2021-07-31 15:27:36.000000,226.0,68246.0,69908.0,https://anaconda.org/conda-forge/flit,2021-07-31 18:54:02.848000,89768.0,3.0,,,,,,,,,,,,,,,
92,scons,https://github.com/SCons/scons,,SCons - a software construction tool.,build-tools,27,True,SCons/scons,https://github.com/SCons/scons,MIT,2017-03-23 22:12:34.579000,2021-08-05 01:25:40.000000,2021-08-04 03:16:40.000000,230.0,2649.0,1199.0,2021-01-19 22:02:05.000000,4.1.0,14.0,134.0,644.0,,conda-forge/scons,scons,7413.0,50.0,,https://pypi.org/project/scons,2019-12-17 02:49:51.000000,50.0,177450.0,181511.0,https://anaconda.org/conda-forge/scons,2021-08-01 10:59:18.245000,214626.0,3.0,,371.0,,,,,,,,,,,,,
93,doit,https://github.com/pydoit/doit,,task management & automation tool.,build-tools,27,True,pydoit/doit,https://github.com/pydoit/doit,MIT,2014-02-14 22:21:23.000000,2021-07-06 19:46:48.000000,2021-07-06 19:44:10.000000,128.0,192.0,1071.0,2020-09-04 06:38:01.000000,0.33.1,43.0,56.0,64.0,,conda-forge/doit,doit,1367.0,1212.0,746.0,https://pypi.org/project/doit,2020-09-04 06:38:01.000000,466.0,210153.0,211591.0,https://anaconda.org/conda-forge/doit,2020-10-11 16:47:23.103000,63308.0,3.0,,,,,,,,,,,,,,,
94,pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,,py.test fixture for benchmarking code.,testing,27,True,ionelmc/pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,BSD-2-Clause,2014-10-10 10:55:33.000000,2021-06-14 13:01:06.000000,2021-06-14 13:01:06.000000,83.0,78.0,789.0,2021-04-17 19:47:26.000000,3.4.1,41.0,33.0,75.0,['pytest'],conda-forge/pytest-benchmark,pytest-benchmark,986.0,2769.0,2039.0,https://pypi.org/project/pytest-benchmark,2021-04-17 19:47:26.000000,730.0,325937.0,336982.0,https://anaconda.org/conda-forge/pytest-benchmark,2021-04-18 21:19:04.860000,717932.0,3.0,,,,,,,,,,,,,,,
95,pdbpp,https://github.com/pdbpp/pdbpp,,"pdb++, a drop-in replacement for pdb (the Python debugger).",debugging,27,True,pdbpp/pdbpp,https://github.com/pdbpp/pdbpp,BSD-3-Clause,2017-06-11 13:42:16.000000,2021-07-18 14:37:30.000000,2021-07-12 13:20:31.000000,44.0,112.0,767.0,2021-07-09 22:22:20.000000,0.10.3,26.0,39.0,64.0,,conda-forge/pdbpp,pdbpp,691.0,3197.0,2169.0,https://pypi.org/project/pdbpp,2021-07-09 22:22:20.000000,1028.0,400911.0,402196.0,https://anaconda.org/conda-forge/pdbpp,2021-07-11 15:21:48.419000,61705.0,2.0,,,,,,,,,,,,,,,
96,pytest-sugar,https://github.com/Teemu/pytest-sugar,,"a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail..",testing,27,True,Teemu/pytest-sugar,https://github.com/Teemu/pytest-sugar,BSD-3-Clause,2013-06-25 21:09:27.000000,2020-10-24 19:01:48.000000,2020-10-24 18:04:51.000000,53.0,68.0,721.0,2020-07-06 18:40:33.000000,0.9.4,25.0,36.0,35.0,['pytest'],conda-forge/pytest-sugar,pytest-sugar,344.0,12379.0,7799.0,https://pypi.org/project/pytest-sugar,2020-07-06 18:40:33.000000,4580.0,476404.0,478635.0,https://anaconda.org/conda-forge/pytest-sugar,2020-09-18 13:41:24.029000,107096.0,3.0,,,,,,,,,,,,,,,
97,Yappi,https://github.com/sumerc/yappi,,"Yet Another Python Profiler, but this time thread&coroutine&greenlet aware.",profiling,27,True,sumerc/yappi,https://github.com/sumerc/yappi,MIT,2009-10-07 20:46:30.000000,2021-06-04 13:46:31.000000,2021-06-01 10:46:30.000000,47.0,33.0,679.0,2020-11-27 15:28:40.000000,1.3.2,17.0,24.0,14.0,,conda-forge/yappi,yappi,643.0,1084.0,444.0,https://pypi.org/project/yappi,2020-11-27 15:28:40.000000,640.0,601085.0,602818.0,https://anaconda.org/conda-forge/yappi,2020-11-28 16:22:51.992000,86686.0,2.0,,,,,,,,,,,,,,,
98,astor,https://github.com/berkerpeksag/astor,,Python AST read/write.,ast,27,True,berkerpeksag/astor,https://github.com/berkerpeksag/astor,BSD-3-Clause,2012-09-19 23:02:51.000000,2021-03-15 17:27:04.000000,2021-03-15 17:27:04.000000,84.0,72.0,594.0,2019-12-10 01:50:33.000000,0.8.1,14.0,31.0,34.0,,conda-forge/astor,astor,261.0,3756.0,,https://pypi.org/project/astor,2019-12-10 01:50:33.000000,3756.0,3894305.0,3918495.0,https://anaconda.org/conda-forge/astor,2020-07-01 13:36:26.971000,1257905.0,3.0,,,,,,,,,,,,,,,
99,ddt,https://github.com/datadriventests/ddt,,Data-Driven Tests for Python Unittest.,testing,27,True,datadriventests/ddt,https://github.com/datadriventests/ddt,MIT,2012-02-11 22:57:10.000000,2021-03-12 20:36:06.000000,2021-03-12 20:34:54.000000,96.0,30.0,390.0,2021-03-12 20:36:06.000000,1.4.2,26.0,34.0,17.0,,conda-forge/ddt,ddt,211.0,6149.0,3665.0,https://pypi.org/project/ddt,2020-05-15 02:43:35.000000,2484.0,266047.0,267217.0,https://anaconda.org/conda-forge/ddt,2020-05-15 03:17:11.932000,62025.0,3.0,,,,,,,,,,,,,,,
100,pyenv,https://github.com/pyenv/pyenv,,Simple Python version management.,virtual-envs,26,True,pyenv/pyenv,https://github.com/pyenv/pyenv,MIT,2012-08-31 06:57:52.000000,2021-08-04 20:23:24.000000,2021-08-04 20:23:24.000000,2108.0,1273.0,24184.0,2021-07-25 08:54:47.000000,2.0.4,46.0,329.0,34.0,,,pyenv,2648.0,1.0,,https://pypi.org/project/pyenv,2019-01-12 14:49:22.000000,1.0,5980.0,5980.0,,,,2.0,,,,,,,,,,,,,,,
101,gdbgui,https://github.com/cs01/gdbgui,,"Browser-based frontend to gdb (gnu debugger). Add breakpoints, view the stack, visualize data structures, and more in..",debugging,26,True,cs01/gdbgui,https://github.com/cs01/gdbgui,GPL-3.0,2016-10-27 03:19:25.000000,2021-06-21 23:35:46.000000,2021-06-01 09:37:14.000000,473.0,161.0,8105.0,2021-05-20 07:34:40.000000,0.13.2.2,91.0,36.0,114.0,,,gdbgui,421.0,100.0,98.0,https://pypi.org/project/gdbgui,2021-05-20 07:33:03.000000,2.0,99931.0,100280.0,,,,3.0,,4537.0,,,,,,,,,,,,,
102,detect-secrets,https://github.com/Yelp/detect-secrets,,An enterprise friendly way of detecting and preventing secrets in code.,security,26,True,Yelp/detect-secrets,https://github.com/Yelp/detect-secrets,Apache-2.0,2017-12-05 00:38:38.000000,2021-08-04 18:33:20.000000,2021-08-01 20:36:31.000000,218.0,149.0,1928.0,2021-04-14 21:25:44.000000,1.1.0,34.0,51.0,77.0,,,detect-secrets,1095.0,34.0,,https://pypi.org/project/detect-secrets,2021-04-14 21:25:44.000000,34.0,166535.0,166535.0,,,,2.0,,,,,,,,,,,,,,,
103,pex,https://github.com/pantsbuild/pex,,A library and tool for generating .pex (Python EXecutable) files.,packaging,26,True,pantsbuild/pex,https://github.com/pantsbuild/pex,Apache-2.0,2014-07-21 17:06:12.000000,2021-08-03 18:39:03.000000,2021-08-03 18:25:54.000000,202.0,569.0,1926.0,2021-08-03 18:39:57.000000,2.1.45,134.0,100.0,140.0,,,pex,,230.0,,https://pypi.org/project/pex,2021-08-03 18:39:03.000000,230.0,128181.0,134463.0,,,,2.0,,351837.0,,,,,,,,,,,,,
104,vulture,https://github.com/jendrikseipp/vulture,,Find dead Python code.,refactoring,26,True,jendrikseipp/vulture,https://github.com/jendrikseipp/vulture,MIT,2016-08-11 15:39:58.647000,2021-06-04 15:25:20.000000,2021-06-04 15:25:15.000000,82.0,134.0,1835.0,2021-01-16 17:51:40.000000,2.3,42.0,28.0,13.0,,conda-forge/vulture,vulture,680.0,1436.0,1076.0,https://pypi.org/project/vulture,2021-01-16 17:49:50.000000,360.0,151014.0,151789.0,https://anaconda.org/conda-forge/vulture,2020-08-11 23:14:02.062000,46524.0,2.0,,,,,,,,,,,,,,,
105,Diamond,https://github.com/python-diamond/Diamond,,Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of..,profiling,26,False,python-diamond/Diamond,https://github.com/python-diamond/Diamond,MIT,2013-10-11 23:32:13.000000,2021-04-29 21:15:40.000000,2018-03-15 16:54:31.000000,593.0,129.0,1625.0,2016-11-25 22:13:29.000000,4.0.515,36.0,343.0,232.0,,,diamond,3219.0,124.0,62.0,https://pypi.org/project/diamond,2016-11-25 22:13:29.000000,62.0,40858.0,40858.0,,,,2.0,,,,,,,,,,,,,,,
106,prospector,https://github.com/PyCQA/prospector,,"Inspects Python source files and provides information about type and location of classes, methods etc.",code-metrics,26,True,PyCQA/prospector,https://github.com/PyCQA/prospector,GPL-2.0,2013-08-05 07:26:30.000000,2021-08-03 18:29:49.000000,2020-10-21 22:30:57.000000,127.0,211.0,1443.0,2020-10-21 22:32:26.000000,1.3.1,91.0,67.0,56.0,,conda-forge/prospector,prospector,1051.0,3478.0,2340.0,https://pypi.org/project/prospector,2020-10-21 22:31:43.000000,1138.0,427666.0,428091.0,https://anaconda.org/conda-forge/prospector,2020-11-18 00:26:14.628000,25507.0,2.0,,,,,,,,,,,,,,,
107,pybuilder,https://github.com/pybuilder/pybuilder,,Software build automation tool for Python.,build-tools,26,True,pybuilder/pybuilder,https://github.com/pybuilder/pybuilder,Apache-2.0,2012-07-23 11:38:06.000000,2021-06-11 07:51:49.000000,2020-10-18 16:56:10.000000,234.0,390.0,1311.0,2020-10-06 16:13:40.000000,0.12.10,617.0,35.0,87.0,,,pybuilder,1284.0,110.0,,https://pypi.org/project/pybuilder,2021-05-07 22:11:38.000000,110.0,18145.0,18145.0,,,,3.0,,,,,,,,,,,,,,,
108,safety,https://github.com/pyupio/safety,,Safety checks your installed dependencies for known security vulnerabilities.,security,26,True,pyupio/safety,https://github.com/pyupio/safety,MIT,2016-10-19 13:22:56.000000,2021-05-14 19:37:10.000000,2021-04-28 19:57:23.000000,91.0,68.0,1066.0,2021-01-15 19:34:46.000000,1.10.3,38.0,35.0,44.0,,conda-forge/safety,safety,372.0,2863.0,2319.0,https://pypi.org/project/safety,2021-01-15 19:34:46.000000,544.0,568015.0,572675.0,https://anaconda.org/conda-forge/safety,2021-01-15 20:54:00.958000,20715.0,2.0,,66185.0,,,,,,,,,,,,,
109,pytest-bdd,https://github.com/pytest-dev/pytest-bdd,,BDD library for the py.test runner.,testing,26,True,pytest-dev/pytest-bdd,https://github.com/pytest-dev/pytest-bdd,MIT,2013-03-29 07:27:43.000000,2021-07-31 12:26:35.000000,2021-07-31 12:25:36.000000,143.0,134.0,863.0,2021-07-03 09:06:41.000000,4.1.0,90.0,41.0,115.0,['pytest'],conda-forge/pytest-bdd,pytest-bdd,668.0,268.0,,https://pypi.org/project/pytest-bdd,2021-07-03 09:06:41.000000,268.0,208640.0,209968.0,https://anaconda.org/conda-forge/pytest-bdd,2020-02-03 16:53:59.114000,35868.0,3.0,,,,,,,,,,,,,,,
110,green,https://github.com/CleanCut/green,,"Green is a clean, colorful, fast python test runner.",testing,26,True,CleanCut/green,https://github.com/CleanCut/green,MIT,2014-04-01 20:08:18.000000,2021-07-24 08:50:12.000000,2021-07-16 01:00:57.000000,75.0,165.0,706.0,2021-07-16 01:03:10.000000,3.3.0,141.0,37.0,6.0,,conda-forge/green,green,1048.0,950.0,592.0,https://pypi.org/project/green,2021-07-16 01:03:10.000000,358.0,15496.0,17301.0,https://anaconda.org/conda-forge/green,2020-11-12 18:09:27.157000,84854.0,3.0,,,,,,,,,,,,,,,
111,pdoc3,https://github.com/pdoc3/pdoc,,Auto-generate API documentation for Python projects.,documentation,26,True,pdoc3/pdoc,https://github.com/pdoc3/pdoc,AGPL-3.0,2019-01-02 02:32:40.000000,2021-08-03 14:51:19.000000,2021-08-03 04:29:02.000000,111.0,175.0,682.0,2021-08-03 14:51:19.000000,0.10.0,34.0,55.0,87.0,,,pdoc3,568.0,1031.0,941.0,https://pypi.org/project/pdoc3,2021-08-03 14:51:19.000000,90.0,171534.0,171534.0,,,,2.0,,,,,,,,,,,,,,,
112,typeguard,https://github.com/agronholm/typeguard,,Run-time type checker for Python.,debugging,26,True,agronholm/typeguard,https://github.com/agronholm/typeguard,MIT,2015-12-27 23:15:37.000000,2021-06-04 15:05:16.006000,2021-06-04 11:40:10.000000,62.0,117.0,677.0,2021-06-04 09:09:15.000000,2.12.1,41.0,18.0,41.0,,conda-forge/typeguard,typeguard,238.0,158.0,,https://pypi.org/project/typeguard,2021-06-04 09:09:15.000000,158.0,8214754.0,8216291.0,https://anaconda.org/conda-forge/typeguard,2021-06-04 15:05:16.006000,47656.0,3.0,,,,,,,,,,,,,,,
113,autoflake,https://github.com/myint/autoflake,,Removes unused imports and unused variables as reported by pyflakes.,refactoring,26,True,myint/autoflake,https://github.com/myint/autoflake,MIT,2012-12-27 03:40:17.000000,2021-07-22 17:56:13.000000,2020-12-27 17:36:40.000000,46.0,33.0,409.0,2019-08-04 15:14:24.000000,1.3.1,36.0,17.0,33.0,,conda-forge/autoflake,autoflake,439.0,3180.0,2600.0,https://pypi.org/project/autoflake,2019-08-04 15:14:24.000000,580.0,528639.0,534059.0,https://anaconda.org/conda-forge/autoflake,2021-05-26 15:10:21.374000,151765.0,2.0,,,,,,,,,,,,,,,
114,wasabi,https://github.com/ines/wasabi,,A lightweight console printing and formatting toolkit.,logging,26,True,ines/wasabi,https://github.com/ines/wasabi,MIT,2018-11-17 14:40:55.000000,2021-07-14 11:23:38.000000,2021-01-31 03:56:30.000000,17.0,3.0,295.0,2021-01-31 04:00:51.000000,0.8.2,34.0,4.0,3.0,,conda-forge/wasabi,wasabi,203.0,12828.0,12414.0,https://pypi.org/project/wasabi,2021-01-31 04:00:51.000000,414.0,2244702.0,2257708.0,https://anaconda.org/conda-forge/wasabi,2021-02-01 05:11:04.383000,390194.0,3.0,,,,,,,,,,,,,,,
115,pytest-mypy,https://github.com/dbader/pytest-mypy,,Mypy static type checker plugin for Pytest.,testing,26,True,dbader/pytest-mypy,https://github.com/dbader/pytest-mypy,MIT,2016-09-29 14:39:23.000000,2021-06-16 15:01:08.000000,2021-06-16 15:01:08.000000,31.0,35.0,189.0,2021-03-21 15:51:09.000000,0.8.1,17.0,15.0,10.0,['pytest'],conda-forge/pytest-mypy,pytest-mypy,222.0,1427.0,1161.0,https://pypi.org/project/pytest-mypy,2021-03-21 15:51:09.000000,266.0,263950.0,264623.0,https://anaconda.org/conda-forge/pytest-mypy,2020-11-24 14:50:18.057000,12123.0,3.0,,,,,,,,,,,,,,,
116,pyright,https://github.com/microsoft/pyright,,Static type checker for Python.,linters,25,True,Microsoft/pyright,https://github.com/microsoft/pyright,MIT,2019-03-12 03:38:46.000000,2021-08-04 19:27:09.000000,2021-08-04 19:26:18.000000,348.0,1743.0,7000.0,2021-07-31 05:41:34.000000,1.1.159,243.0,57.0,14.0,,,,,106.0,102.0,,,,,83588.0,,,,2.0,,,,,,,,,pyright,https://www.npmjs.com/package/pyright,2021-07-31 05:35:35.550000,4.0,83588.0,,
117,pyre-check,https://github.com/facebook/pyre-check,,Performant type-checking for python.,linters,25,True,facebook/pyre-check,https://github.com/facebook/pyre-check,MIT,2017-11-10 17:31:36.000000,2021-08-05 09:42:00.000000,2021-08-05 04:51:03.000000,325.0,202.0,5499.0,2021-05-14 19:50:13.000000,0.9.3,62.0,168.0,65.0,,,pyre-check,,46.0,,https://pypi.org/project/pyre-check,2021-05-14 01:29:18.000000,46.0,20879.0,20879.0,,,,2.0,,,,,,,-4.0,,,,,,,,
118,Scalene,https://github.com/plasma-umass/scalene,,"Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python.",profiling,25,True,plasma-umass/scalene,https://github.com/plasma-umass/scalene,Apache-2.0,2019-12-17 20:56:28.000000,2021-08-05 12:17:06.000000,2021-08-05 12:16:43.000000,151.0,101.0,4289.0,2021-07-16 18:49:59.000000,1.3.12,113.0,19.0,29.0,,,scalene,1651.0,51.0,51.0,https://pypi.org/project/scalene,2021-07-16 18:51:03.000000,0.0,4634.0,4634.0,,,,3.0,,,,,,,,,,,,,,,
119,pipx,https://github.com/pypa/pipx,,Install and Run Python Applications in Isolated Environments.,dependency-managers,25,True,pypa/pipx,https://github.com/pypa/pipx,MIT,2018-10-06 18:47:46.000000,2021-08-05 07:45:12.000000,2021-08-05 06:53:54.000000,175.0,331.0,3938.0,2021-08-05 07:45:12.000000,0.16.4,46.0,57.0,80.0,,,pipx,466.0,4.0,,https://pypi.org/project/pipx,2021-08-05 07:45:12.000000,4.0,82223.0,82223.0,,,,3.0,,,,,,,,,,,,,,,
120,pyinstrument,https://github.com/joerick/pyinstrument,,Call stack profiler for Python. Shows you why your code is slow!.,profiling,25,True,joerick/pyinstrument,https://github.com/joerick/pyinstrument,BSD-3-Clause,2014-03-13 17:53:13.000000,2021-07-27 08:46:47.000000,2021-07-27 08:45:50.000000,120.0,66.0,3041.0,2021-07-27 08:46:47.000000,4.0.2,32.0,29.0,17.0,,conda-forge/pyinstrument,pyinstrument,,435.0,299.0,https://pypi.org/project/pyinstrument,2021-07-27 08:46:47.000000,136.0,175788.0,177101.0,https://anaconda.org/conda-forge/pyinstrument,2021-05-03 13:06:12.737000,77482.0,3.0,,,,,,,-2.0,,,,,,,,
121,mamba,https://github.com/mamba-org/mamba,,The Fast Cross-Platform Package Manager.,dependency-managers,25,True,mamba-org/mamba,https://github.com/mamba-org/mamba,BSD-3-Clause,2019-03-05 13:05:10.000000,2021-08-04 13:52:13.000000,2021-07-16 18:03:38.000000,110.0,377.0,1932.0,,,76.0,53.0,157.0,,conda-forge/mamba,,1388.0,342.0,342.0,,,,,37978.0,https://anaconda.org/conda-forge/mamba,2021-07-16 22:45:02.815000,1101385.0,3.0,,,,,,,,,,,,,,,
122,uiautomator,https://github.com/xiaocong/uiautomator,,Python wrapper of Android uiautomator test tool.,testing,25,True,xiaocong/uiautomator,https://github.com/xiaocong/uiautomator,MIT,2013-08-18 03:38:50.000000,2021-07-18 13:18:20.000000,2020-11-16 01:36:32.000000,594.0,117.0,1699.0,2020-11-16 03:43:07.000000,1.0.2,41.0,13.0,171.0,,,uiautomator,316.0,311.0,189.0,https://pypi.org/project/uiautomator,2020-11-16 03:43:07.000000,122.0,17725.0,17725.0,,,,3.0,,,,,,,,,,,,,,,
123,briefcase,https://github.com/beeware/briefcase,,Tools to support converting a Python project into a standalone native application.,packaging,25,True,beeware/briefcase,https://github.com/beeware/briefcase,BSD-3-Clause,2015-07-28 15:20:03.000000,2021-07-19 21:10:54.000000,2021-07-10 07:21:52.000000,194.0,231.0,1191.0,2021-03-06 05:36:18.000000,0.3.5,35.0,82.0,105.0,,,briefcase,1195.0,24.0,,https://pypi.org/project/briefcase,2021-03-06 05:37:12.000000,24.0,2402.0,2402.0,,,,2.0,,,,,,,,,,,,,,,
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 20:43:31.000000,2021-06-24 10:22:24.000000,2021-06-21 17:02:47.000000,129.0,301.0,608.0,2020-05-16 12:35:26.000000,0.4.2,16.0,54.0,111.0,,conda-forge/asv,asv,1890.0,266.0,178.0,https://pypi.org/project/asv,2020-05-16 12:33:41.000000,88.0,20746.0,29964.0,https://anaconda.org/conda-forge/asv,2021-06-05 06:23:49.053000,507006.0,3.0,,,,,,,,,,,,,,,
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 14:53:00.000000,2021-01-13 12:56:13.000000,2019-09-25 19:17:09.000000,203.0,78.0,575.0,2019-03-29 17:57:28.000000,0.7.1,56.0,37.0,57.0,['sphinx'],,sphinx-bootstrap-theme,393.0,3077.0,2101.0,https://pypi.org/project/sphinx-bootstrap-theme,2019-03-29 17:57:28.000000,976.0,32713.0,32713.0,,,,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 02:55:56.000000,2021-07-16 15:02:56.000000,2021-06-30 14:31:15.000000,85.0,48.0,565.0,2020-03-02 14:42:32.000000,2.0.2,22.0,34.0,13.0,,conda-forge/pyhamcrest,pyhamcrest,,3392.0,,https://pypi.org/project/pyhamcrest,2020-03-02 14:42:32.000000,3392.0,1012125.0,1018049.0,https://anaconda.org/conda-forge/pyhamcrest,2020-03-02 15:36:14.195000,373236.0,3.0,,,,,,,,,,,,,,,
127,setuptools_scm,https://github.com/pypa/setuptools_scm,,the blessed package to manage your versions by scm tags.,build-tools,25,True,pypa/setuptools_scm,https://github.com/pypa/setuptools_scm,MIT,2015-07-01 17:57:56.000000,2021-08-05 14:00:54.000000,2021-08-02 17:21:19.000000,135.0,266.0,476.0,2020-12-13 22:17:40.000000,5.0.1,47.0,89.0,76.0,,conda-forge/setuptools_scm,setuptools_scm,,694.0,,https://pypi.org/project/setuptools_scm,2018-08-09 06:35:57.000000,694.0,10861804.0,10872776.0,https://anaconda.org/conda-forge/setuptools_scm,2021-03-17 16:05:30.451000,713227.0,3.0,,,,,,,,,,,,,,,
128,paver,https://github.com/paver/paver,,Python-based project scripting.,build-tools,25,True,paver/paver,https://github.com/paver/paver,BSD-3-Clause,2010-11-11 09:43:52.000000,2021-06-21 14:55:20.000000,2021-06-21 14:55:20.000000,78.0,93.0,443.0,2017-12-31 01:13:41.000000,1.3.4,28.0,45.0,37.0,,conda-forge/paver,paver,534.0,1908.0,,https://pypi.org/project/paver,2017-12-31 01:13:41.000000,1908.0,31401.0,31799.0,https://anaconda.org/conda-forge/paver,2018-07-24 12:48:36.122000,22688.0,3.0,,,,,,,,,,,,,,,
129,sphinx-autodoc-typehints,https://github.com/agronholm/sphinx-autodoc-typehints,,Type hints support for the Sphinx autodoc extension.,documentation,25,True,agronholm/sphinx-autodoc-typehints,https://github.com/agronholm/sphinx-autodoc-typehints,MIT,2015-09-21 20:41:41.000000,2021-05-20 18:56:40.000000,2021-04-15 00:19:06.000000,65.0,70.0,351.0,2020-10-12 20:37:53.000000,1.11.1,28.0,29.0,47.0,['sphinx'],conda-forge/sphinx-autodoc-typehints,sphinx-autodoc-typehints,174.0,1380.0,,https://pypi.org/project/sphinx-autodoc-typehints,2020-10-12 20:37:53.000000,1380.0,264440.0,268952.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2021-04-15 04:06:00.666000,203046.0,2.0,,,,,,,,,,,,,,,
130,sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,,Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a livereload enabled..,documentation,25,True,executablebooks/sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,MIT,2013-12-25 17:09:56.000000,2021-06-24 02:56:51.000000,2021-03-14 13:43:08.000000,49.0,44.0,338.0,2021-03-14 13:46:47.000000,2021.3.14,15.0,17.0,12.0,['sphinx'],conda-forge/sphinx-autobuild,sphinx-autobuild,,4682.0,,https://pypi.org/project/sphinx-autobuild,2021-03-14 13:46:47.000000,4682.0,159614.0,160919.0,https://anaconda.org/conda-forge/sphinx-autobuild,2021-03-14 17:15:24.297000,67882.0,2.0,,,,,,,,,,,,,,,
131,darglint,https://github.com/terrencepreilly/darglint,,A python documentation linter which checks that the docstring description matches the definition.,linters,25,True,terrencepreilly/darglint,https://github.com/terrencepreilly/darglint,MIT,2017-09-25 14:11:21.000000,2021-06-01 22:35:18.000000,2021-04-04 23:02:21.000000,27.0,91.0,334.0,2021-02-22 05:24:56.000000,1.7.0,47.0,21.0,41.0,,conda-forge/darglint,darglint,495.0,702.0,682.0,https://pypi.org/project/darglint,2021-02-22 05:24:56.000000,20.0,176443.0,177153.0,https://anaconda.org/conda-forge/darglint,2021-04-05 00:44:14.308000,16331.0,2.0,,,,,,,,,,,,,,,
132,check-manifest,https://github.com/mgedmin/check-manifest,,Tool to check the completeness of MANIFEST.in for Python packages.,linters,25,True,mgedmin/check-manifest,https://github.com/mgedmin/check-manifest,MIT,2013-03-05 15:27:20.000000,2021-06-13 13:28:36.000000,2021-06-13 13:28:19.000000,30.0,71.0,236.0,,,40.0,19.0,15.0,,conda-forge/check-manifest,check-manifest,521.0,8265.0,6461.0,https://pypi.org/project/check-manifest,2021-01-04 14:37:14.000000,1804.0,185246.0,186188.0,https://anaconda.org/conda-forge/check-manifest,2021-01-04 16:36:49.618000,30146.0,2.0,,,,,,,,,,,,,,,
133,flake8-quotes,https://github.com/zheller/flake8-quotes,,Flake8 extension for checking quotes in python.,linters,25,False,zheller/flake8-quotes,https://github.com/zheller/flake8-quotes,MIT,2014-03-10 00:05:08.000000,2020-06-06 07:55:44.000000,2020-05-12 23:46:18.000000,33.0,39.0,130.0,2020-05-12 23:46:28.000000,3.2.0,37.0,28.0,3.0,['flake8'],conda-forge/flake8-quotes,flake8-quotes,99.0,4792.0,3388.0,https://pypi.org/project/flake8-quotes,2020-05-12 23:46:28.000000,1404.0,581649.0,591291.0,https://anaconda.org/conda-forge/flake8-quotes,2020-05-13 00:39:59.431000,568878.0,2.0,,,,,,,,,,,,,,,
134,flake8-isort,https://github.com/gforcada/flake8-isort,,flake8 plugin that integrates isort.,linters,25,True,gforcada/flake8-isort,https://github.com/gforcada/flake8-isort,GPL-2.0,2015-09-12 19:25:34.000000,2021-06-09 07:48:32.414000,2020-08-11 08:04:26.000000,35.0,37.0,112.0,2020-08-11 08:04:21.000000,4.0.0,31.0,28.0,9.0,['flake8'],conda-forge/flake8-isort,flake8-isort,257.0,4208.0,3280.0,https://pypi.org/project/flake8-isort,2020-08-11 08:04:21.000000,928.0,439615.0,440187.0,https://anaconda.org/conda-forge/flake8-isort,2021-06-09 07:48:32.414000,12590.0,2.0,,,,,,,,,,,,,,,
135,notifiers,https://github.com/liiight/notifiers,,The easy way to send notifications.,logging,24,True,liiight/notifiers,https://github.com/liiight/notifiers,MIT,2017-06-01 10:20:18.000000,2021-08-05 10:46:26.000000,2021-07-19 21:02:44.000000,75.0,53.0,1939.0,2019-10-05 13:00:41.000000,1.2.1,26.0,15.0,38.0,,,notifiers,380.0,158.0,152.0,https://pypi.org/project/notifiers,2019-10-05 13:00:41.000000,6.0,308014.0,308014.0,,,,3.0,,,,,,,,,,,,,,,
136,pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,,Testinfra test your infrastructures.,testing,24,True,pytest-dev/pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,Apache-2.0,2015-03-15 20:49:52.000000,2021-07-04 15:22:57.000000,2021-07-04 15:22:57.000000,274.0,198.0,1932.0,2021-06-20 21:23:39.000000,6.4.0,5.0,104.0,111.0,['pytest'],,pytest-testinfra,665.0,0.0,,https://pypi.org/project/pytest-testinfra,2021-06-20 21:23:39.000000,0.0,109559.0,109559.0,,,,3.0,,,,,,,,,,,,,,,
137,dephell,https://github.com/dephell/dephell,,"Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build..",dependency-managers,24,True,dephell/dephell,https://github.com/dephell/dephell,MIT,2018-08-31 17:39:18.000000,2021-01-11 21:31:40.000000,2021-01-11 21:31:39.000000,97.0,161.0,1721.0,2020-04-28 06:31:17.000000,.0.8.3,30.0,37.0,100.0,,,dephell,2145.0,276.0,268.0,https://pypi.org/project/dephell,2020-04-28 06:29:24.000000,8.0,17729.0,17734.0,,,,3.0,,147.0,,,,,,,,,,,,,
138,pyarmor,https://github.com/dashingsoft/pyarmor,,"A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.",security,24,False,dashingsoft/pyarmor,https://github.com/dashingsoft/pyarmor,SGI-B-2.0,2017-08-26 04:11:53.000000,2021-08-05 05:33:27.000000,2021-08-05 05:28:14.000000,141.0,525.0,1095.0,2021-08-01 12:44:02.000000,6.7.4,224.0,16.0,11.0,,,pyarmor,3184.0,239.0,229.0,https://pypi.org/project/pyarmor,2021-08-01 12:38:32.000000,10.0,38416.0,38416.0,,,,3.0,,18.0,,,,,,,,,,,,,
139,pdoc,https://github.com/mitmproxy/pdoc,,API Documentation for Python Projects.,documentation,24,True,mitmproxy/pdoc,https://github.com/mitmproxy/pdoc,Unlicense,2013-08-04 21:12:50.000000,2021-08-03 12:12:17.000000,2021-08-03 12:12:17.000000,112.0,171.0,982.0,2021-07-28 14:58:47.000000,7.2.0,67.0,31.0,7.0,,,pdoc,,644.0,356.0,https://pypi.org/project/pdoc,2021-07-28 14:58:47.000000,288.0,68187.0,68187.0,,,,3.0,,,,,,,,,,,,,,,
140,pympler,https://github.com/pympler/pympler,,"Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application.",profiling,24,True,pympler/pympler,https://github.com/pympler/pympler,Apache-2.0,2012-10-04 23:35:16.000000,2021-05-25 14:39:54.000000,2020-10-15 19:16:49.000000,67.0,46.0,795.0,2016-03-31 11:48:42.000000,0.4.3,15.0,26.0,33.0,,conda-forge/pympler,pympler,443.0,478.0,,https://pypi.org/project/pympler,2020-10-14 20:27:50.000000,478.0,213973.0,217162.0,https://anaconda.org/conda-forge/pympler,2020-10-14 22:08:39.935000,169067.0,3.0,,,,,,,,,,,,,,,
141,pylama,https://github.com/klen/pylama,,Code audit tool for python.,linters,24,False,klen/pylama,https://github.com/klen/pylama,LGPL-3.0,2012-08-17 10:10:10.000000,2021-04-25 06:43:44.000000,2019-04-10 18:20:19.000000,77.0,53.0,793.0,2019-04-10 18:20:47.000000,7.7.1,99.0,41.0,72.0,,,pylama,689.0,3578.0,2574.0,https://pypi.org/project/pylama,2019-04-10 18:20:47.000000,1004.0,86155.0,86155.0,,,,3.0,,,,,,,,,,,,,,,
142,pytest-watch,https://github.com/joeyespo/pytest-watch,,Local continuous test runner with pytest and watchdog.,testing,24,False,joeyespo/pytest-watch,https://github.com/joeyespo/pytest-watch,MIT,2015-01-12 02:08:20.000000,2021-01-29 17:57:16.000000,2019-06-15 20:36:43.000000,48.0,41.0,577.0,2018-05-20 19:52:16.000000,4.2.0,17.0,16.0,39.0,['pytest'],conda-forge/pytest-watch,pytest-watch,183.0,3318.0,2536.0,https://pypi.org/project/pytest-watch,2018-05-20 19:52:16.000000,782.0,229338.0,230442.0,https://anaconda.org/conda-forge/pytest-watch,2021-01-18 20:02:36.906000,47501.0,3.0,,,,,,,,,,,,,,,
143,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 14:21:10.000000,2021-08-05 09:33:44.000000,2021-08-05 09:06:18.000000,28.0,84.0,485.0,2021-08-05 09:35:17.000000,1.1.2,36.0,16.0,28.0,['pytest'],conda-forge/pytest-testmon,pytest-testmon,283.0,430.0,332.0,https://pypi.org/project/pytest-testmon,2021-08-05 09:17:07.000000,98.0,70998.0,71749.0,https://anaconda.org/conda-forge/pytest-testmon,2019-08-03 00:17:17.063000,31583.0,3.0,,,,,,,,,,,,,,,
144,Mamba Test Runner,https://github.com/nestorsalceda/mamba,,The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD).,testing,24,True,nestorsalceda/mamba,https://github.com/nestorsalceda/mamba,MIT,2013-03-12 18:53:42.000000,2021-06-01 21:27:30.000000,2020-11-16 12:31:58.000000,64.0,52.0,472.0,2020-11-16 12:36:24.000000,0.11.2,21.0,22.0,45.0,,,mamba,468.0,220.0,,https://pypi.org/project/mamba,2020-11-16 12:35:41.000000,220.0,18558.0,18558.0,,,,3.0,,,,,,,,,,,,,,,
145,interrogate,https://github.com/econchick/interrogate,,Explain yourself! Interrogate a codebase for docstring coverage.,documentation,24,True,econchick/interrogate,https://github.com/econchick/interrogate,MIT,2020-04-24 02:33:25.000000,2021-08-02 07:07:24.000000,2021-07-07 12:34:25.000000,21.0,20.0,295.0,2020-11-03 22:11:18.000000,1.3.2,13.0,11.0,11.0,,,interrogate,152.0,755.0,755.0,https://pypi.org/project/interrogate,2021-05-15 00:17:44.000000,0.0,174991.0,174991.0,,,,3.0,,,,,,,,,,,,,,,
146,py2exe,https://github.com/py2exe/py2exe,,A distutils extension to create standalone Windows programs from Python code.,packaging,24,True,py2exe/py2exe,https://github.com/py2exe/py2exe,MIT,2019-03-11 13:16:35.000000,2021-07-01 13:47:20.000000,2021-04-24 12:57:17.000000,41.0,68.0,267.0,2021-04-24 13:10:04.000000,0.10.4.0,10.0,14.0,9.0,,,py2exe,965.0,1566.0,1220.0,https://pypi.org/project/py2exe,2021-04-24 13:15:25.000000,346.0,23263.0,23617.0,,,,2.0,,10292.0,,,,,,,,,,,,,
147,flake8-import-order,https://github.com/PyCQA/flake8-import-order,,Flake8 plugin that checks import order against various Python Style Guides.,linters,24,True,PyCQA/flake8-import-order,https://github.com/PyCQA/flake8-import-order,LGPL-3.0,2014-03-16 12:46:09.000000,2021-03-12 04:22:24.000000,2020-08-04 12:21:12.000000,61.0,85.0,242.0,2019-03-04 08:39:11.000000,0.18.1,34.0,40.0,11.0,['flake8'],conda-forge/flake8-import-order,flake8-import-order,274.0,1892.0,,https://pypi.org/project/flake8-import-order,2019-03-04 08:39:11.000000,1892.0,300060.0,303468.0,https://anaconda.org/conda-forge/flake8-import-order,2019-03-06 03:48:48.199000,194278.0,3.0,,,,,,,,,,,,,,,
148,asteval,https://github.com/newville/asteval,,minimalistic evaluator of python expression using ast module.,ast,24,True,newville/asteval,https://github.com/newville/asteval,MIT,2012-03-31 22:10:33.000000,2021-07-26 22:35:23.000000,2021-07-26 22:35:22.000000,32.0,45.0,124.0,2021-06-22 12:00:47.000000,0.9.25,25.0,19.0,6.0,,conda-forge/asteval,asteval,412.0,833.0,595.0,https://pypi.org/project/asteval,2021-06-22 12:00:47.000000,238.0,209699.0,212011.0,https://anaconda.org/conda-forge/asteval,2021-02-27 14:24:12.922000,134126.0,3.0,,,,,,,,,,,,,,,
149,xdoctest,https://github.com/Erotemic/xdoctest,,A rewrite of Python's builtin doctest module (with pytest plugin integration) but without all the weirdness.,testing,24,True,Erotemic/xdoctest,https://github.com/Erotemic/xdoctest,Apache-2.0,2017-09-24 01:59:02.000000,2021-08-01 19:08:23.000000,2021-06-28 00:25:37.000000,5.0,17.0,96.0,2021-06-28 14:00:50.000000,0.15.5,57.0,5.0,16.0,,,xdoctest,606.0,1317.0,1265.0,https://pypi.org/project/xdoctest,2021-06-28 02:23:53.000000,52.0,81521.0,81521.0,,,,3.0,,,,,,,,,,,,,,conda-forge/xdoctest,
150,Bpytop,https://github.com/aristocratos/bpytop,,Linux/OSX/FreeBSD resource monitor.,profiling,23,True,aristocratos/bpytop,https://github.com/aristocratos/bpytop,Apache-2.0,2020-07-01 17:41:25.000000,2021-06-12 15:56:25.000000,2021-06-07 14:43:41.000000,264.0,203.0,6917.0,2021-06-07 14:44:29.000000,1.0.67,52.0,30.0,44.0,,,bpytop,398.0,0.0,,https://pypi.org/project/bpytop,2021-06-07 14:44:29.000000,0.0,8831.0,8831.0,,,,3.0,,,,,,,,,,,,,,,
151,icecream,https://github.com/gruns/icecream,,Never use print() to debug again.,debugging,23,True,gruns/icecream,https://github.com/gruns/icecream,MIT,2018-02-13 18:56:12.000000,2021-07-22 18:00:48.000000,2021-07-22 18:00:48.000000,102.0,54.0,5237.0,2021-06-22 20:52:25.000000,2.1.1,15.0,15.0,19.0,,,icecream,211.0,6.0,,https://pypi.org/project/icecream,2021-06-22 20:47:50.000000,6.0,74122.0,74122.0,,,,3.0,,,,,,,,,,,,,,,
152,rebound,https://github.com/shobrook/rebound,,Command-line tool that instantly fetches Stack Overflow results when an exception is thrown.,logging,23,True,shobrook/rebound,https://github.com/shobrook/rebound,MIT,2017-05-29 17:11:25.872000,2021-07-22 13:31:49.000000,2021-01-04 03:14:37.000000,342.0,38.0,3680.0,2021-07-22 13:31:49.000000,3.17.4,169.0,16.0,20.0,,conda-forge/rebound,rebound,166.0,34.0,20.0,https://pypi.org/project/rebound,2021-07-22 13:31:49.000000,14.0,2775.0,5593.0,https://anaconda.org/conda-forge/rebound,2021-06-21 03:42:52.461000,143526.0,3.0,,171.0,,,,,,,,,,,,,
153,MonkeyType,https://github.com/Instagram/MonkeyType,,A system for Python that generates static type annotations by collecting runtime types.,refactoring,23,True,Instagram/MonkeyType,https://github.com/Instagram/MonkeyType,BSD-3-Clause,2017-07-11 00:19:00.000000,2021-07-06 17:00:28.000000,2021-07-06 17:00:21.000000,126.0,110.0,3464.0,2021-05-21 22:24:36.000000,21.5.0,21.0,37.0,37.0,,conda-forge/monkeytype,monkeytype,,166.0,132.0,https://pypi.org/project/monkeytype,2021-05-21 22:24:36.000000,34.0,29260.0,30060.0,https://anaconda.org/conda-forge/monkeytype,2021-05-22 12:13:35.937000,34420.0,2.0,,,,,,,,,,,,,,,
154,alive-progress,https://github.com/rsalmei/alive-progress,,"A new kind of Progress Bar, with real time throughput, ETA and very cool animations!.",logging,23,True,rsalmei/alive-progress,https://github.com/rsalmei/alive-progress,MIT,2019-08-05 05:54:30.000000,2021-07-03 20:35:32.000000,2021-01-08 01:36:09.000000,100.0,51.0,2577.0,2021-01-08 01:37:28.000000,1.6.2,19.0,1.0,21.0,,conda-forge/alive-progress,alive-progress,246.0,368.0,368.0,https://pypi.org/project/alive-progress,2021-01-08 01:37:28.000000,0.0,17487.0,17967.0,https://anaconda.org/conda-forge/alive-progress,2021-01-08 03:33:35.990000,8649.0,3.0,,,,,,,,,,,,,,,
155,pyupgrade,https://github.com/asottile/pyupgrade,,A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language.,refactoring,23,True,asottile/pyupgrade,https://github.com/asottile/pyupgrade,MIT,2017-02-28 17:50:31.000000,2021-08-04 19:27:44.748000,2021-08-04 17:50:42.000000,74.0,199.0,1068.0,2021-08-04 17:51:17.000000,2.23.3,111.0,19.0,15.0,,conda-forge/pyupgrade,pyupgrade,740.0,10.0,,https://pypi.org/project/pyupgrade,2021-08-04 17:51:17.000000,10.0,144770.0,152533.0,https://anaconda.org/conda-forge/pyupgrade,2021-08-04 19:27:44.748000,240679.0,2.0,,,,,,,,,,,,,,,
156,snoop,https://github.com/alexmojaki/snoop,,"A powerful set of Python debugging tools, based on PySnooper.",debugging,23,True,alexmojaki/snoop,https://github.com/alexmojaki/snoop,MIT,2019-05-13 18:45:35.000000,2021-07-05 21:53:54.000000,2021-07-05 21:53:35.000000,21.0,16.0,615.0,2021-07-05 21:53:54.000000,0.4.0,11.0,20.0,16.0,,,snoop,400.0,65.0,57.0,https://pypi.org/project/snoop,2021-07-05 21:53:54.000000,8.0,25922.0,25922.0,,,,3.0,,,,,,,,,,,,,,,
157,redbaron,https://github.com/PyCQA/redbaron,,Bottom-up approach to refactoring in python.,refactoring,23,False,pycqa/redbaron,https://github.com/PyCQA/redbaron,LGPL-3.0+,2014-03-23 05:34:39.000000,2020-12-13 18:51:56.000000,2019-08-11 17:42:44.000000,66.0,46.0,606.0,2019-03-17 19:03:54.000000,0.9.2,15.0,34.0,59.0,,,redbaron,1669.0,482.0,310.0,https://pypi.org/project/redbaron,2019-03-17 18:59:01.000000,172.0,33649.0,33649.0,,,,2.0,,,,,,,,,,,,,,,
158,nox,https://github.com/theacodes/nox,,Flexible test automation for Python.,testing,23,True,theacodes/nox,https://github.com/theacodes/nox,Apache-2.0,2016-02-24 04:02:58.000000,2021-07-12 19:14:14.000000,2021-07-10 09:40:05.000000,95.0,187.0,593.0,2021-06-13 05:12:23.000000,2021.6.12,20.0,60.0,35.0,['pytest'],conda-forge/nox,nox,,56.0,,https://pypi.org/project/nox,2021-06-13 05:12:23.000000,56.0,333472.0,334550.0,https://anaconda.org/conda-forge/nox,2021-06-20 09:53:07.394000,36685.0,3.0,,,,,,,,,,,,,,,
159,prettytable,https://github.com/jazzband/prettytable,,Display tabular data in a visually appealing ASCII table format.,logging,23,False,jazzband/prettytable,https://github.com/jazzband/prettytable,BSD-1-Clause,2016-01-15 02:39:17.000000,2021-08-05 09:01:22.000000,2021-06-07 08:44:46.000000,75.0,33.0,520.0,2021-03-02 19:34:23.000000,2.1.0,14.0,29.0,23.0,,conda-forge/prettytable,prettytable,335.0,0.0,,https://pypi.org/project/prettytable,2021-03-02 19:34:23.000000,0.0,3726724.0,3731416.0,https://anaconda.org/conda-forge/prettytable,2021-03-02 22:49:12.885000,290946.0,3.0,,,,,,,,,,,,,,,
160,pytest-randomly,https://github.com/pytest-dev/pytest-randomly,,Pytest plugin to randomly order tests and control random.seed.,testing,23,True,pytest-dev/pytest-randomly,https://github.com/pytest-dev/pytest-randomly,MIT,2016-04-08 15:48:10.000000,2021-08-04 19:33:26.000000,2021-08-04 19:33:25.000000,22.0,36.0,342.0,2021-05-10 11:00:33.000000,3.8.0,23.0,16.0,7.0,,,pytest-randomly,,214.0,,https://pypi.org/project/pytest-randomly,2021-05-10 11:00:33.000000,214.0,278197.0,278197.0,,,,3.0,,,,,,,,,,,,,,,
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 12:15:56.000000,2021-08-04 19:33:24.000000,2021-08-04 19:33:23.000000,13.0,30.0,287.0,2021-05-10 12:24:46.000000,3.5.0,27.0,10.0,7.0,['flake8'],conda-forge/flake8-comprehensions,flake8-comprehensions,,714.0,,https://pypi.org/project/flake8-comprehensions,2021-05-10 12:24:46.000000,714.0,536997.0,543779.0,https://anaconda.org/conda-forge/flake8-comprehensions,2021-05-10 17:44:18.389000,386626.0,3.0,,,,,,,,,,,,,,,
162,docformatter,https://github.com/myint/docformatter,,Formats docstrings to follow PEP 257.,formatters,23,True,myint/docformatter,https://github.com/myint/docformatter,MIT,2012-05-26 21:40:48.000000,2021-05-27 20:08:06.000000,2020-12-27 18:10:35.000000,31.0,22.0,223.0,2019-11-10 16:23:03.000000,1.3.1,48.0,15.0,27.0,,,docformatter,441.0,780.0,670.0,https://pypi.org/project/docformatter,2020-12-27 18:11:12.000000,110.0,67989.0,67989.0,,,,3.0,,,,,,,,,,,,,,,
163,flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,,Flake8 plugin to find commented out or dead code.,linters,23,True,wemake-services/flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,MIT,2018-09-21 06:58:51.000000,2021-07-08 02:15:54.000000,2021-07-08 02:15:53.000000,7.0,25.0,193.0,2021-06-22 10:21:07.000000,1.1.0,11.0,11.0,1.0,['flake8'],,flake8-eradicate,318.0,72.0,,https://pypi.org/project/flake8-eradicate,2021-06-22 10:20:25.000000,72.0,211470.0,211470.0,,,,3.0,,,,,,,,,,,,,,,
164,py2app,https://github.com/ronaldoussoren/py2app,,py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins..,packaging,23,True,ronaldoussoren/py2app,https://github.com/ronaldoussoren/py2app,MIT,2020-01-14 11:27:41.000000,2021-05-14 20:21:54.000000,2021-04-06 08:23:10.000000,9.0,198.0,140.0,2021-04-06 08:27:25.000000,0.24,39.0,24.0,153.0,,,py2app,598.0,5384.0,3742.0,https://pypi.org/project/py2app,2021-04-06 08:25:30.000000,1642.0,11590.0,11590.0,,,,3.0,,,,,,,,,,,,,,,
165,flake8-black,https://github.com/peterjc/flake8-black,,flake8 plugin to run black for checking Python coding style.,linters,23,True,peterjc/flake8-black,https://github.com/peterjc/flake8-black,MIT,2019-01-10 14:40:26.000000,2021-07-17 00:37:54.092000,2021-07-16 22:58:49.000000,8.0,14.0,92.0,2021-07-16 22:59:22.000000,0.2.3,11.0,4.0,7.0,['flake8'],conda-forge/flake8-black,flake8-black,89.0,1078.0,1042.0,https://pypi.org/project/flake8-black,2021-07-16 22:59:22.000000,36.0,188717.0,193621.0,https://anaconda.org/conda-forge/flake8-black,2021-07-17 00:37:54.092000,127509.0,3.0,,,,,,,,,,,,,,,
166,better-exceptions,https://github.com/Qix-/better-exceptions,,"Pretty and useful exceptions in Python, automatically.",logging,22,True,Qix-/better-exceptions,https://github.com/Qix-/better-exceptions,MIT,2017-03-12 11:23:04.000000,2021-01-29 16:48:55.000000,2021-01-29 16:48:11.000000,195.0,41.0,3995.0,2021-01-29 16:48:55.000000,0.3.3,16.0,14.0,29.0,,,better-exceptions,97.0,74.0,,https://pypi.org/project/better-exceptions,2021-01-29 16:48:55.000000,74.0,27990.0,27990.0,,,,3.0,,,,,,,,,,,,,,,
167,vprof,https://github.com/nvdv/vprof,,Visual profiler for Python.,profiling,22,True,nvdv/vprof,https://github.com/nvdv/vprof,BSD-2-Clause,2015-06-29 03:59:39.000000,2021-02-20 07:50:28.000000,2021-02-20 07:47:40.000000,165.0,56.0,3756.0,2018-06-24 14:16:36.000000,0.37.6,24.0,17.0,24.0,,,vprof,619.0,93.0,75.0,https://pypi.org/project/vprof,2020-02-29 13:31:59.000000,18.0,2849.0,2849.0,,,,3.0,,,,,,,,,,,,,,,
168,pyt,https://github.com/python-security/pyt,,A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications.,security,22,False,python-security/pyt,https://github.com/python-security/pyt,GPL-2.0,2016-10-26 15:34:48.000000,2020-12-25 03:47:37.000000,2020-03-08 21:43:06.000000,224.0,76.0,2049.0,2018-11-01 16:02:57.000000,0.42,15.0,22.0,21.0,,,python-taint,1576.0,68.0,46.0,https://pypi.org/project/python-taint,2018-11-01 16:02:04.000000,22.0,2512.0,2513.0,,,,3.0,,64.0,,,,,,,,,,,,,
169,sixpack,https://github.com/sixpack/sixpack,,Sixpack is a language-agnostic a/b-testing framework.,testing,22,True,sixpack/sixpack,https://github.com/sixpack/sixpack,BSD-2-Clause,2012-11-15 00:01:06.000000,2021-08-03 05:52:12.000000,2020-08-26 00:32:16.000000,185.0,125.0,1696.0,2017-11-22 14:27:35.000000,2.7.0,37.0,56.0,88.0,,,sixpack,828.0,12.0,8.0,https://pypi.org/project/sixpack,2017-11-22 14:27:35.000000,4.0,410.0,410.0,,,,3.0,,,,,,,,,,,,,,,
170,Bowler,https://github.com/facebookincubator/Bowler,,Safe code refactoring for modern Python.,refactoring,22,True,facebookincubator/Bowler,https://github.com/facebookincubator/Bowler,MIT,2018-06-07 21:44:17.000000,2021-03-01 11:41:45.000000,2021-02-21 23:09:11.000000,85.0,34.0,1307.0,2020-09-17 01:55:39.000000,0.9.0,8.0,26.0,46.0,,conda-forge/bowler,bowler,182.0,10.0,,https://pypi.org/project/bowler,2020-09-17 01:55:39.000000,10.0,45300.0,45608.0,https://anaconda.org/conda-forge/bowler,2019-06-12 18:37:14.246000,10174.0,3.0,,,,,,,,,,,,,,,
171,stackprinter,https://github.com/cknd/stackprinter,,Debugging-friendly exceptions for Python.,logging,22,True,cknd/stackprinter,https://github.com/cknd/stackprinter,MIT,2018-09-05 10:58:47.000000,2021-03-18 20:44:50.000000,2021-01-01 18:48:26.000000,32.0,15.0,1141.0,2020-10-31 13:10:42.000000,0.2.5,14.0,6.0,9.0,,,stackprinter,159.0,69.0,65.0,https://pypi.org/project/stackprinter,2020-10-31 13:06:59.000000,4.0,23285.0,23285.0,,,,3.0,,,,,,,,,,,,,,,
172,cx_Freeze,https://github.com/marcelotduarte/cx_Freeze,,"Create standalone executables from Python scripts, with the same performance and is cross-platform.",packaging,22,True,marcelotduarte/cx_Freeze,https://github.com/marcelotduarte/cx_Freeze,PSF-2.0,2017-01-22 04:25:52.000000,2021-08-05 08:46:42.000000,2021-08-04 06:41:55.000000,161.0,614.0,759.0,2021-07-08 23:47:54.000000,6.7,26.0,90.0,62.0,,conda-forge/cx_freeze,cx_freeze,,153.0,,https://pypi.org/project/cx_freeze,2017-12-16 18:09:35.000000,153.0,53565.0,56372.0,https://anaconda.org/conda-forge/cx_freeze,2021-07-15 06:40:42.917000,87037.0,3.0,,,,,,,,,,,,,,,
173,pycco,https://github.com/pycco-docs/pycco,,Literate-style documentation generator.,documentation,22,False,pycco-docs/pycco,https://github.com/pycco-docs/pycco,MIT,2010-06-29 07:02:31.000000,2021-03-29 17:53:40.000000,2019-12-20 19:59:49.000000,132.0,28.0,750.0,2018-07-25 01:42:48.000000,0.6.0,11.0,36.0,27.0,,,pycco,222.0,449.0,225.0,https://pypi.org/project/pycco,2018-07-25 01:42:48.000000,224.0,2544.0,2544.0,,,,3.0,,,,,,,,,,,,,,,
174,pynsist,https://github.com/takluyver/pynsist,,Build Windows installers for Python applications.,packaging,22,True,takluyver/pynsist,https://github.com/takluyver/pynsist,MIT,2014-03-30 19:11:21.000000,2021-06-21 13:21:11.000000,2021-06-21 13:21:11.000000,101.0,130.0,719.0,2020-07-03 08:11:24.000000,2.5.1,21.0,28.0,25.0,,,pynsist,543.0,88.0,,https://pypi.org/project/pynsist,2021-03-28 16:28:58.000000,88.0,3673.0,3673.0,,,,3.0,,,,,,,,,,,,,,,
175,python-hunter,https://github.com/ionelmc/python-hunter,,Hunter is a flexible code tracing toolkit.,debugging,22,True,ionelmc/python-hunter,https://github.com/ionelmc/python-hunter,BSD-2-Clause,2015-03-16 18:03:16.000000,2021-07-26 06:53:05.000000,2021-06-23 16:06:47.000000,33.0,49.0,635.0,2021-06-23 20:47:14.000000,3.3.8,45.0,8.0,37.0,,,hunter,957.0,97.0,63.0,https://pypi.org/project/hunter,2021-06-23 20:47:14.000000,34.0,7471.0,7471.0,,,,3.0,,,,,,,,,,,,,,,
176,baron,https://github.com/PyCQA/baron,,"IDE allow you to refactor code, Baron allows you to write refactoring code.",refactoring,22,False,PyCQA/baron,https://github.com/PyCQA/baron,LGPL-3.0,2013-03-21 12:19:00.000000,2021-01-31 10:24:10.000000,2020-02-10 02:47:14.000000,50.0,29.0,259.0,2019-02-25 23:55:38.000000,0.8,19.0,31.0,46.0,,,baron,1489.0,277.0,165.0,https://pypi.org/project/baron,2019-02-01 15:17:04.000000,112.0,33900.0,33900.0,,,,3.0,,,,,,,,,,,,,,,
177,pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,,It helps to use fixtures in pytest.mark.parametrize.,testing,22,True,tvorog/pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,MIT,2016-09-29 23:52:48.000000,2021-07-09 17:10:56.000000,2021-07-09 17:10:56.000000,15.0,19.0,199.0,2020-02-01 18:04:00.000000,0.6.3,12.0,8.0,15.0,['pytest'],conda-forge/pytest-lazy-fixture,pytest-lazy-fixture,94.0,433.0,371.0,https://pypi.org/project/pytest-lazy-fixture,2020-02-01 18:04:00.000000,62.0,178091.0,183186.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2020-02-01 18:49:47.818000,264959.0,3.0,,,,,,,,,,,,,,,
178,xenon,https://github.com/rubik/xenon,,Monitoring tool based on radon.,code-metrics,22,True,rubik/xenon,https://github.com/rubik/xenon,MIT,2014-02-14 14:19:20.000000,2021-07-11 08:58:33.000000,2021-05-26 07:12:14.000000,14.0,24.0,185.0,2021-05-26 07:12:42.000000,0.7.3,19.0,7.0,6.0,,conda-forge/xenon,xenon,104.0,351.0,227.0,https://pypi.org/project/xenon,2021-05-26 07:12:42.000000,124.0,59315.0,59584.0,https://anaconda.org/conda-forge/xenon,2019-10-12 20:39:43.883000,12390.0,3.0,,,,,,,,,,,,,,,
179,data-science-types,https://github.com/predictive-analytics-lab/data-science-types,,"Mypy stubs, i.e., type information, for numpy, pandas and matplotlib.",linters,22,True,predictive-analytics-lab/data-science-types,https://github.com/predictive-analytics-lab/data-science-types,Apache-2.0,2019-09-20 11:45:49.000000,2021-02-16 17:29:01.000000,2021-02-16 17:29:00.000000,57.0,23.0,185.0,2021-02-16 16:47:31.000000,0.2.23,26.0,44.0,39.0,,,data-science-types,446.0,106.0,106.0,https://pypi.org/project/data-science-types,2021-02-16 16:45:03.000000,0.0,54712.0,54712.0,,,,3.0,,,,,,,,,,,,,,,
180,releases,https://github.com/bitprophet/releases,,A powerful Sphinx changelog-generating extension.,documentation,22,False,bitprophet/releases,https://github.com/bitprophet/releases,BSD-2-Clause,2013-09-16 03:56:37.000000,2020-01-30 01:07:19.000000,2020-01-26 03:27:03.000000,38.0,42.0,159.0,2020-01-11 00:29:49.000000,1.6.3,32.0,10.0,30.0,['sphinx'],,releases,520.0,1068.0,362.0,https://pypi.org/project/releases,2020-01-11 00:29:49.000000,706.0,4086.0,4086.0,,,,3.0,,,,,,,,,,,,,,,
181,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 09:25:13.000000,2021-02-14 21:22:27.000000,2019-06-17 12:14:38.000000,19.0,25.0,125.0,2018-03-19 16:49:31.000000,2.0.0,19.0,9.0,5.0,['flake8'],,flake8-commas,165.0,2264.0,1714.0,https://pypi.org/project/flake8-commas,2018-03-19 16:49:31.000000,550.0,238991.0,238991.0,,,,3.0,,,,,,,,,,,,,,,
182,memory_profiler,https://github.com/fabianp/memory_profiler,,Monitor Memory usage of Python code.,profiling,22,False,fabianp/memory_profiler,https://github.com/fabianp/memory_profiler,BSD-3-Clause,2016-05-26 17:45:08.632000,2020-10-20 18:00:58.207000,2018-06-28 13:35:12.000000,12.0,,63.0,2018-08-16 03:16:49.000000,0.54.0,52.0,61.0,,,conda-forge/memory_profiler,memory_profiler,500.0,534.0,,https://pypi.org/project/memory_profiler,2018-08-16 03:16:49.000000,534.0,295751.0,297780.0,https://anaconda.org/conda-forge/memory_profiler,2020-10-20 18:00:58.207000,127875.0,3.0,,,,,,,,,,,,,,,
183,pyrasite,https://github.com/lmacken/pyrasite,,Inject code into running Python processes.,debugging,21,False,lmacken/pyrasite,https://github.com/lmacken/pyrasite,GPL-3.0,2011-09-10 06:01:20.000000,2021-06-04 01:31:20.000000,2017-03-13 17:42:17.000000,190.0,15.0,2555.0,,,13.0,20.0,40.0,,,pyrasite,274.0,40.0,34.0,https://pypi.org/project/pyrasite,2012-05-09 19:11:33.000000,6.0,16157.0,16157.0,,,,3.0,,,,,,,,,,,,,,,
184,pyannotate,https://github.com/dropbox/pyannotate,,Auto-generate PEP-484 annotations.,refactoring,21,True,dropbox/pyannotate,https://github.com/dropbox/pyannotate,Apache-2.0,2017-11-13 20:18:08.000000,2021-07-30 02:31:09.000000,2021-03-19 18:13:03.000000,48.0,33.0,1223.0,2019-09-16 15:37:03.000000,1.2.0,9.0,16.0,26.0,,,pyannotate,94.0,89.0,63.0,https://pypi.org/project/pyannotate,2019-09-16 15:37:03.000000,26.0,4961.0,4961.0,,,,3.0,,,,,,,,,,,,,,,
185,shiv,https://github.com/linkedin/shiv,,"shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all..",packaging,21,True,linkedin/shiv,https://github.com/linkedin/shiv,BSD-2-Clause,2018-03-13 18:46:23.000000,2021-06-28 22:10:57.000000,2021-06-28 22:10:43.000000,69.0,60.0,1220.0,2021-04-27 16:06:42.000000,0.5.1,56.0,33.0,27.0,,,shiv,,10.0,,https://pypi.org/project/shiv,2021-04-30 16:25:28.000000,10.0,7807.0,7812.0,,,,3.0,,140.0,,,,,,,,,,,,,
186,wily,https://github.com/tonybaloney/wily,,"A Python application for tracking, reporting on timing and complexity in Python code.",code-metrics,21,True,tonybaloney/wily,https://github.com/tonybaloney/wily,Apache-2.0,2018-10-11 22:12:25.000000,2021-07-01 09:03:50.000000,2021-07-01 09:03:43.000000,45.0,52.0,791.0,2020-09-02 06:33:11.000000,1.19.0,46.0,16.0,28.0,,,wily,703.0,16.0,,https://pypi.org/project/wily,2021-07-01 08:25:50.000000,16.0,12032.0,12032.0,,,,3.0,,,,,,,,,,,,,,,
187,mypy-protobuf,https://github.com/dropbox/mypy-protobuf,,open source tools to generate mypy stubs from protobufs.,linters,21,True,dropbox/mypy-protobuf,https://github.com/dropbox/mypy-protobuf,Apache-2.0,2017-12-11 21:55:05.000000,2021-08-02 19:50:45.000000,2021-08-02 19:50:45.000000,57.0,77.0,371.0,,,34.0,27.0,6.0,,,mypy-protobuf,,24.0,,https://pypi.org/project/mypy-protobuf,2021-07-31 00:42:36.000000,24.0,554062.0,554062.0,,,,3.0,,,,,,,-4.0,,,,,,,,
188,python-manhole,https://github.com/ionelmc/python-manhole,,Debugging manhole for python applications.,debugging,21,True,ionelmc/python-manhole,https://github.com/ionelmc/python-manhole,BSD-2-Clause,2013-06-26 21:49:34.000000,2021-04-08 20:15:04.000000,2021-04-08 17:55:02.000000,15.0,15.0,311.0,2021-04-08 20:14:54.000000,1.8.0,22.0,10.0,5.0,,,manhole,484.0,136.0,70.0,https://pypi.org/project/manhole,2021-04-08 20:14:54.000000,66.0,9329.0,9329.0,,,,3.0,,,,,,,,,,,,,,,
189,assertpy,https://github.com/ActivisionGameScience/assertpy,,Simple assertion library for unit testing in python with a fluent API.,testing,21,False,ActivisionGameScience/assertpy,https://github.com/ActivisionGameScience/assertpy,BSD-3-Clause,2017-11-21 01:38:07.332000,2020-07-19 15:23:26.710000,2019-10-30 17:50:10.000000,47.0,,248.0,,,13.0,10.0,,,conda-forge/assertpy,assertpy,279.0,124.0,,https://pypi.org/project/assertpy,2020-07-19 14:39:02.000000,124.0,157355.0,157618.0,https://anaconda.org/conda-forge/assertpy,2020-07-19 15:23:26.710000,11846.0,3.0,,,,,,,,,,,,,,,
190,pytest-docker,https://github.com/avast/pytest-docker,,Docker-based integration tests.,testing,21,True,avast/pytest-docker,https://github.com/avast/pytest-docker,MIT,2017-03-07 04:51:13.000000,2021-06-14 12:23:31.000000,2021-06-14 12:23:20.000000,40.0,14.0,224.0,2021-06-14 12:12:56.000000,0.10.3,15.0,11.0,17.0,['pytest'],,pytest-docker,60.0,28.0,,https://pypi.org/project/pytest-docker,2021-06-14 12:09:30.000000,28.0,34795.0,34799.0,,,,3.0,,80.0,,,,,,,,,,,,,
191,mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,,An MkDocs plugin to export content pages as PDF files.,documentation,21,False,zhaoterryy/mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,MIT,2018-02-20 15:06:51.000000,2021-06-08 19:16:26.000000,2020-07-23 01:35:13.000000,31.0,44.0,196.0,2020-07-23 01:35:39.000000,0.5.8,22.0,9.0,36.0,['mkdocs'],,mkdocs-pdf-export-plugin,68.0,146.0,142.0,https://pypi.org/project/mkdocs-pdf-export-plugin,2020-07-23 01:35:04.000000,4.0,11051.0,11051.0,,,,3.0,,,,,,,,,,,,,,,
192,dodgy,https://github.com/landscapeio/dodgy,,Looks at Python code to search for things which look dodgy such as passwords or diffs.,security,21,True,landscapeio/dodgy,https://github.com/landscapeio/dodgy,MIT,2013-12-25 12:22:20.000000,2021-03-21 11:36:52.000000,2021-03-21 11:36:52.000000,18.0,3.0,90.0,2019-12-31 16:44:58.000000,0.2.1,10.0,14.0,8.0,,conda-forge/dodgy,dodgy,70.0,1889.0,1365.0,https://pypi.org/project/dodgy,2019-12-31 16:44:58.000000,524.0,143988.0,144401.0,https://anaconda.org/conda-forge/dodgy,2020-06-10 17:10:06.579000,24832.0,3.0,,,,,,,,,,,,,,,
193,flake8-builtins,https://github.com/gforcada/flake8-builtins,,Check for python builtins being used as variables or parameters.,linters,21,True,gforcada/flake8-builtins,https://github.com/gforcada/flake8-builtins,GPL-2.0,2016-03-02 00:26:51.000000,2021-04-21 08:08:02.000000,2021-04-14 06:13:26.000000,16.0,31.0,68.0,2020-05-14 10:45:01.000000,1.5.3,23.0,14.0,2.0,['flake8'],conda-forge/flake8-builtins,flake8-builtins,211.0,2918.0,2406.0,https://pypi.org/project/flake8-builtins,2020-05-14 10:45:01.000000,512.0,374782.0,376923.0,https://anaconda.org/conda-forge/flake8-builtins,2020-05-18 15:22:26.836000,122056.0,3.0,,,,,,,,,,,,,,,
194,Profiling,https://github.com/what-studio/profiling,,Was an interactive continuous Python profiler.,profiling,20,True,what-studio/profiling,https://github.com/what-studio/profiling,BSD-3-Clause,2014-09-03 10:35:57.000000,2020-08-24 01:31:58.000000,2020-08-24 01:31:58.000000,114.0,20.0,2994.0,2017-06-28 06:10:16.000000,0.1.3,3.0,18.0,15.0,,,profiling,433.0,41.0,36.0,https://pypi.org/project/profiling,2017-06-28 06:10:16.000000,5.0,2943.0,2943.0,,,,3.0,,,,,,,,,,,,,,,
195,PrettyErrors,https://github.com/onelivesleft/PrettyErrors,,Prettify Python exception output to make it legible.,logging,20,True,onelivesleft/PrettyErrors,https://github.com/onelivesleft/PrettyErrors,MIT,2018-11-15 16:02:27.000000,2021-07-02 11:03:45.000000,2021-07-02 11:03:29.000000,65.0,30.0,2140.0,2021-07-02 11:03:45.000000,1.2.23,46.0,5.0,1.0,,,pretty_errors,128.0,0.0,,https://pypi.org/project/pretty_errors,2021-07-02 11:03:45.000000,0.0,14436.0,14436.0,,,,3.0,,,,,,,,,,,,,,,
196,xar,https://github.com/facebookincubator/xar,,executable archive format.,packaging,20,True,facebookincubator/xar,https://github.com/facebookincubator/xar,BSD-3-Clause,2017-06-29 18:15:26.000000,2021-07-21 17:45:24.000000,2021-07-21 17:45:19.000000,45.0,21.0,1468.0,2020-12-02 20:41:20.000000,20.12.2,3.0,23.0,8.0,,,xar,62.0,15.0,15.0,https://pypi.org/project/xar,2020-12-02 20:41:20.000000,,181.0,181.0,,,,3.0,,,,,,,,,,,,,,,
197,mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,,"Automatic documentation from sources, for MkDocs.",documentation,20,True,mkdocstrings/mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,ISC,2019-12-09 18:09:09.000000,2021-07-25 18:39:31.000000,2021-06-09 21:25:32.000000,49.0,136.0,412.0,2021-06-09 21:24:38.000000,0.15.2,37.0,19.0,45.0,['mkdocs'],conda-forge/mkdocstrings,mkdocstrings,429.0,0.0,,https://pypi.org/project/mkdocstrings,2021-06-09 21:24:38.000000,0.0,52753.0,53387.0,https://anaconda.org/conda-forge/mkdocstrings,2021-06-10 00:40:28.008000,6340.0,3.0,,,,,,,,,,,,,,,
198,Fixit,https://github.com/Instagram/Fixit,,"Fixit is a Python Lint Framework based on LibCST. It comes with useful default lint rules for coding convention,..",linters,20,True,Instagram/Fixit,https://github.com/Instagram/Fixit,MIT,2020-02-20 19:09:01.000000,2021-08-05 03:45:09.000000,2021-07-30 19:52:58.000000,38.0,25.0,265.0,2021-07-31 16:17:24.000000,0.1.4,6.0,26.0,32.0,,,fixit,158.0,7.0,7.0,https://pypi.org/project/fixit,2021-07-30 20:35:02.000000,0.0,946.0,946.0,,,,3.0,,,,,,,,,,,,,,,
199,blacken-docs,https://github.com/asottile/blacken-docs,,Run `black` on python code blocks in documentation files.,documentation,20,True,asottile/blacken-docs,https://github.com/asottile/blacken-docs,MIT,2018-06-03 02:48:01.000000,2021-08-02 19:29:42.000000,2021-08-02 19:29:42.000000,17.0,29.0,240.0,2021-03-02 02:05:09.000000,1.10.0,19.0,12.0,2.0,,conda-forge/blacken-docs,blacken-docs,180.0,22.0,,https://pypi.org/project/blacken-docs,2021-03-02 02:05:09.000000,22.0,5013.0,6340.0,https://anaconda.org/conda-forge/blacken-docs,2021-03-02 04:02:19.005000,17257.0,3.0,,,,,,,,,,,,,,,
200,pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,,pytest plugin for manipulating test data directories and files.,testing,20,False,gabrielcnr/pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,MIT,2015-07-02 21:41:44.000000,2020-11-22 23:34:25.000000,2019-10-22 13:19:39.000000,17.0,11.0,144.0,2019-10-22 13:04:22.000000,1.3.1,9.0,7.0,4.0,['pytest'],conda-forge/pytest-datadir,pytest-datadir,71.0,454.0,376.0,https://pypi.org/project/pytest-datadir,2019-10-22 13:04:22.000000,78.0,101680.0,103090.0,https://anaconda.org/conda-forge/pytest-datadir,2019-10-23 16:32:51.374000,81822.0,3.0,,,,,,,,,,,,,,,
201,eradicate,https://github.com/myint/eradicate,,Removes commented-out code from Python files.,refactoring,20,False,myint/eradicate,https://github.com/myint/eradicate,Saxpath,2012-12-23 04:39:48.000000,2021-07-26 20:00:21.000000,2020-10-01 09:23:01.000000,19.0,13.0,114.0,2020-10-01 09:33:03.000000,2.0.0,16.0,7.0,6.0,,,eradicate,164.0,156.0,,https://pypi.org/project/eradicate,2020-10-01 09:33:03.000000,156.0,227722.0,227722.0,,,,3.0,,,,,,,,,,,,,,,
202,flake8-mypy,https://github.com/ambv/flake8-mypy,,A plugin for flake8 integrating Mypy.,linters,20,False,ambv/flake8-mypy,https://github.com/ambv/flake8-mypy,MIT,2017-02-26 02:27:33.000000,2020-06-19 16:51:36.000000,2020-06-19 16:51:00.000000,15.0,3.0,103.0,2017-08-31 23:17:01.000000,17.8.0,6.0,8.0,19.0,['flake8'],,flake8-mypy,50.0,919.0,721.0,https://pypi.org/project/flake8-mypy,2017-08-31 23:17:01.000000,198.0,41665.0,41665.0,,,,3.0,,,,,,,,,,,,,,,
203,sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,,sphinx builder that outputs markdown files.,documentation,20,True,codejamninja/sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,MIT,2018-11-11 00:07:58.000000,2020-10-07 04:18:38.000000,2020-10-07 04:18:32.000000,28.0,16.0,103.0,2019-12-23 17:05:52.000000,0.5.4,22.0,16.0,18.0,['sphinx'],,sphinx-markdown-builder,99.0,210.0,168.0,https://pypi.org/project/sphinx-markdown-builder,2019-12-23 17:05:52.000000,42.0,13362.0,13362.0,,,,3.0,,,,,,,,,,,,,,,clayrisser/sphinx-markdown-builder
204,mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,,Generate a single PDF file from MkDocs repository.,documentation,20,True,orzih/mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,MIT,2020-02-23 16:34:46.000000,2021-07-13 13:36:29.000000,2021-07-03 02:00:20.000000,13.0,34.0,79.0,2021-07-03 02:09:02.000000,0.9.3,28.0,6.0,16.0,['mkdocs'],,mkdocs-with-pdf,186.0,48.0,48.0,https://pypi.org/project/mkdocs-with-pdf,2021-07-03 02:04:39.000000,,5493.0,5493.0,,,,3.0,,,,,,,,,,,,,,,
205,pylint-flask,https://github.com/jschaf/pylint-flask,,A Pylint plugin to analyze Flask applications.,linters,20,True,jschaf/pylint-flask,https://github.com/jschaf/pylint-flask,GPL-2.0,2015-06-27 20:11:12.000000,2021-03-10 19:35:23.000000,2021-03-10 19:35:23.000000,9.0,5.0,58.0,,,5.0,7.0,4.0,['pylint'],conda-forge/pylint-flask,pylint-flask,40.0,5906.0,5200.0,https://pypi.org/project/pylint-flask,2019-01-30 19:26:02.000000,706.0,173423.0,174275.0,https://anaconda.org/conda-forge/pylint-flask,2019-02-02 18:28:49.934000,51127.0,3.0,,,,,,,,,,,,,,,
206,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 18:49:20.000000,2021-08-01 14:18:37.000000,2021-08-01 14:14:35.000000,68.0,32.0,1408.0,2021-07-03 11:54:41.000000,0.9.1,37.0,10.0,18.0,,,birdseye,409.0,0.0,,https://pypi.org/project/birdseye,2021-08-01 14:18:37.000000,0.0,971.0,971.0,,,,3.0,,,,,,,,,,,,,,,
207,pyflow,https://github.com/David-OConnor/pyflow,,An installation and dependency system for Python.,dependency-managers,19,True,David-OConnor/pyflow,https://github.com/David-OConnor/pyflow,MIT,2019-07-15 09:40:29.000000,2021-07-13 14:36:24.000000,2021-07-13 14:36:24.000000,31.0,66.0,840.0,2021-07-02 13:17:04.000000,0.3.1,26.0,24.0,43.0,,,pyflow,333.0,0.0,,https://pypi.org/project/pyflow,2021-07-02 13:17:04.000000,0.0,242.0,379.0,,,,3.0,,3299.0,,,,,,,,,,,,,
208,vex,https://github.com/sashahart/vex,,Run a command in the named virtualenv.,virtual-envs,19,False,sashahart/vex,https://github.com/sashahart/vex,MIT,2014-05-09 03:20:02.000000,2021-01-19 19:03:16.000000,2019-05-10 19:18:48.000000,23.0,38.0,369.0,2019-05-10 19:21:38.000000,0.0.19,18.0,3.0,3.0,,,vex,200.0,37.0,21.0,https://pypi.org/project/vex,2019-05-10 19:21:38.000000,16.0,2115.0,2115.0,,,,3.0,,,,,,,,,,,,,,,
209,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 06:52:50.000000,2021-08-03 12:29:00.000000,2021-05-24 15:52:40.000000,125.0,194.0,319.0,2021-04-03 16:53:20.000000,3.2.1,37.0,46.0,41.0,,constructor,,948.0,9.0,9.0,,,,,74.0,https://anaconda.org/anaconda/constructor,2021-04-01 17:48:58.348000,4311.0,3.0,,219.0,,,,,,,,,,,,,
210,dlint,https://github.com/dlint-py/dlint,,Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure.,security,19,True,dlint-py/dlint,https://github.com/dlint-py/dlint,BSD-3-Clause,2020-01-08 15:53:36.000000,2020-12-08 17:21:33.000000,2020-12-08 17:21:32.000000,13.0,12.0,315.0,2020-10-30 20:40:39.000000,0.11.0,13.0,7.0,20.0,,,dlint,201.0,18.0,,https://pypi.org/project/dlint,2020-10-30 20:40:39.000000,18.0,29357.0,29357.0,,,,3.0,,,,,,,,,,,,,,,
211,flakehell,https://github.com/life4/flakehell,,"Flake8 wrapper to make it nice, legacy-friendly, configurable.",linters,19,True,life4/flakehell,https://github.com/life4/flakehell,MIT,2019-08-06 11:37:21.000000,2021-01-11 21:35:41.000000,2021-01-11 21:35:40.000000,33.0,,222.0,2021-01-11 18:40:32.000000,0.9.0,28.0,15.0,4.0,['flake8'],,flakehell,368.0,0.0,,https://pypi.org/project/flakehell,2021-01-11 18:40:32.000000,0.0,148906.0,148908.0,,,,3.0,,57.0,,,,,,,,,,,,,
212,add-trailing-comma,https://github.com/asottile/add-trailing-comma,,A tool (and pre-commit hook) to automatically add trailing commas to calls and literals.,refactoring,19,True,asottile/add-trailing-comma,https://github.com/asottile/add-trailing-comma,MIT,2017-07-10 00:55:50.000000,2021-08-02 19:29:56.000000,2021-08-02 19:29:56.000000,14.0,34.0,185.0,2021-01-24 18:14:07.000000,2.1.0,30.0,9.0,1.0,,,add-trailing-comma,260.0,14.0,,https://pypi.org/project/add-trailing-comma,2021-01-24 18:14:07.000000,14.0,5699.0,5699.0,,,,3.0,,,,,,,,,,,,,,,
213,mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,,An MkDocs plugin that simplifies configuring page titles and their order.,documentation,19,True,lukasgeiter/mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,MIT,2018-02-06 21:09:24.000000,2021-04-20 17:08:31.000000,2020-12-22 01:43:41.000000,17.0,32.0,163.0,2020-12-22 02:04:30.000000,2.5.0,16.0,2.0,6.0,['mkdocs'],,mkdocs-awesome-pages-plugin,53.0,508.0,418.0,https://pypi.org/project/mkdocs-awesome-pages-plugin,2020-12-22 01:59:58.000000,90.0,38608.0,38608.0,,,,3.0,,,,,,,,,,,,,,,
214,unimport,https://github.com/hakancelik96/unimport,,"A linter, formatter for finding and removing unused import statements.",refactoring,19,True,hakancelik96/unimport,https://github.com/hakancelik96/unimport,MIT,2019-09-08 09:49:24.000000,2021-07-20 08:34:36.000000,2021-06-26 10:53:22.000000,14.0,62.0,107.0,2021-06-26 10:40:10.000000,0.8.4,30.0,11.0,9.0,,,unimport,390.0,10.0,10.0,https://pypi.org/project/unimport,2021-06-26 10:40:10.000000,,3572.0,3572.0,,,,3.0,,,,,,,,,,,,,,,
215,flake8-bandit,https://github.com/tylerwince/flake8-bandit,,Automated security testing using bandit and flake8.,linters,19,True,tylerwince/flake8-bandit,https://github.com/tylerwince/flake8-bandit,MIT,2017-10-28 23:19:09.000000,2020-12-29 20:50:06.000000,2020-08-29 05:51:08.000000,15.0,8.0,62.0,2019-10-08 03:58:31.000000,2.1.2,11.0,5.0,3.0,['flake8'],,flake8-bandit,44.0,156.0,,https://pypi.org/project/flake8-bandit,2019-10-08 03:58:31.000000,156.0,218563.0,218563.0,,,,3.0,,,,,,,,,,,,,,,
216,unify,https://github.com/myint/unify,,Modifies strings to all use the same quote where possible.,refactoring,19,False,myint/unify,https://github.com/myint/unify,MIT,2013-03-24 18:02:19.000000,2021-04-21 16:21:07.000000,2019-08-07 13:44:00.000000,12.0,3.0,56.0,2013-06-22 15:34:37.000000,0.1.5,10.0,5.0,10.0,,,unify,69.0,319.0,265.0,https://pypi.org/project/unify,2019-08-07 13:46:09.000000,54.0,44728.0,44728.0,,,,3.0,,,,,,,,,,,,,,,
217,mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,,MkDocs plugin for setting revision date from git per markdown file.,documentation,19,False,zhaoterryy/mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,MIT,2018-12-03 04:29:33.000000,2020-10-16 02:02:54.000000,2020-10-16 01:58:36.000000,5.0,9.0,36.0,2020-10-16 02:02:42.000000,0.3.1,8.0,6.0,2.0,['mkdocs'],,mkdocs-git-revision-date-plugin,24.0,285.0,267.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,2020-10-16 02:02:18.000000,18.0,12374.0,12374.0,,,,3.0,,,,,,,,,,,,,,,
218,pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,,a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv).,virtual-envs,18,True,pyenv/pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,MIT,2013-02-18 12:59:17.000000,2021-07-25 09:13:36.000000,2021-07-25 09:13:35.000000,296.0,178.0,4411.0,2019-02-14 00:27:42.000000,1.1.5,7.0,44.0,135.0,,,,470.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,
219,fake2db,https://github.com/emirozer/fake2db,,create custom test databases that are populated with fake data.,testing,18,False,emirozer/fake2db,https://github.com/emirozer/fake2db,GPL-2.0,2014-02-18 19:14:28.000000,2019-11-25 09:19:01.000000,2019-11-25 09:19:00.000000,109.0,15.0,2077.0,2019-03-09 13:53:12.000000,1.0.0,20.0,18.0,7.0,,,fake2db,242.0,14.0,13.0,https://pypi.org/project/fake2db,2018-02-09 15:43:23.000000,1.0,293.0,293.0,,,,3.0,,,,,,,,,,,,,,,
220,heartrate,https://github.com/alexmojaki/heartrate,,Simple real time visualisation of the execution of a Python program.,profiling,18,True,alexmojaki/heartrate,https://github.com/alexmojaki/heartrate,MIT,2019-04-24 17:02:28.000000,2021-07-06 10:06:18.000000,2021-07-06 10:06:18.000000,113.0,2.0,1280.0,2019-08-14 12:49:34.000000,0.2.1,3.0,2.0,4.0,,,heartrate,23.0,24.0,24.0,https://pypi.org/project/heartrate,2019-08-14 12:49:34.000000,0.0,331.0,331.0,,,,3.0,,,,,,,,,,,,,,,
221,portray,https://github.com/timothycrosley/portray,,Your Project with Great Documentation.,documentation,18,True,timothycrosley/portray,https://github.com/timothycrosley/portray,MIT,2019-08-21 05:14:04.000000,2021-06-13 08:00:00.000000,2021-06-13 07:59:39.000000,58.0,29.0,755.0,2021-06-13 08:00:00.000000,1.7.0,28.0,16.0,20.0,,,portray,,8.0,,https://pypi.org/project/portray,2021-06-13 08:00:00.000000,8.0,6054.0,6054.0,,,,3.0,,,,,,,,,,,,,,,
222,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 22:56:02.000000,2021-01-08 21:28:29.000000,2018-12-06 03:53:03.000000,29.0,8.0,508.0,2018-12-06 03:59:34.000000,0.0.6,6.0,4.0,3.0,,,py-heat,51.0,39.0,29.0,https://pypi.org/project/py-heat,2018-12-06 03:59:34.000000,10.0,1220.0,1220.0,,,,3.0,,,,,,,,,,,,,,,
223,python-devtools,https://github.com/samuelcolvin/python-devtools,,Dev tools for python.,logging,18,True,samuelcolvin/python-devtools,https://github.com/samuelcolvin/python-devtools,MIT,2017-08-20 15:30:06.000000,2021-05-13 20:54:14.000000,2021-03-30 12:05:16.000000,13.0,22.0,373.0,2020-10-22 13:55:06.000000,0.6.1,10.0,5.0,12.0,,,python-devtools,83.0,400.0,399.0,https://pypi.org/project/python-devtools,2017-08-21 10:32:25.000000,1.0,436.0,436.0,,,,3.0,,,,,,,,,,,,,,,
224,pycycle,https://github.com/bndr/pycycle,,Tool for pinpointing circular imports in Python. Find cyclic imports in any project.,linters,18,False,bndr/pycycle,https://github.com/bndr/pycycle,MIT,2017-01-28 17:22:00.000000,2021-07-28 15:57:26.000000,2017-02-13 18:07:04.000000,15.0,1.0,289.0,2017-02-13 18:07:58.000000,0.0.8,8.0,2.0,13.0,,,pycycle,26.0,53.0,46.0,https://pypi.org/project/pycycle,2017-02-13 18:07:58.000000,7.0,2713.0,2713.0,,,,3.0,,,,,,,,,,,,,,,
225,imhotep,https://github.com/justinabrahms/imhotep,,A static-analysis bot for Github.,linters,18,False,justinabrahms/imhotep,https://github.com/justinabrahms/imhotep,MIT,2012-12-17 01:26:32.000000,2021-07-28 19:03:11.000000,2017-12-09 20:00:47.000000,37.0,23.0,215.0,2016-09-18 21:57:32.000000,1.1.0,9.0,15.0,23.0,,,imhotep,356.0,11.0,7.0,https://pypi.org/project/imhotep,2016-09-18 21:57:32.000000,4.0,42.0,42.0,,,,3.0,,,,,,,,,,,,,,,
226,nitpick,https://github.com/andreoliwa/nitpick,,Enforce the same settings on multiple projects.,linters,18,True,andreoliwa/nitpick,https://github.com/andreoliwa/nitpick,MIT,2018-03-23 14:25:24.000000,2021-08-04 19:17:52.000000,2021-07-29 14:28:51.000000,10.0,55.0,164.0,2021-07-20 22:57:53.000000,0.27.0,43.0,10.0,33.0,['flake8'],,nitpick,568.0,0.0,,https://pypi.org/project/nitpick,2021-07-20 22:57:49.000000,0.0,6535.0,6535.0,,,,3.0,,4.0,,,,,,,,,,,,,
227,pynt,https://github.com/rags/pynt,,A pynt of Python build.,build-tools,18,False,rags/pynt,https://github.com/rags/pynt,MIT,2012-11-17 13:12:49.000000,2020-04-13 11:49:33.000000,2019-10-04 19:05:46.000000,18.0,13.0,152.0,2018-06-24 06:23:48.000000,0.8.2,7.0,9.0,5.0,,,pynt,128.0,124.0,70.0,https://pypi.org/project/pynt,2018-06-24 06:23:48.000000,54.0,4155.0,4155.0,,,,3.0,,,,,,,,,,,,,,,
228,pandas-vet,https://github.com/deppen8/pandas-vet,,A plugin for Flake8 that checks pandas code.,linters,18,True,deppen8/pandas-vet,https://github.com/deppen8/pandas-vet,MIT,2019-02-25 05:19:51.000000,2021-03-03 04:44:57.000000,2021-03-03 04:44:57.000000,14.0,28.0,99.0,2020-02-01 05:12:09.000000,0.2.2,6.0,10.0,21.0,['flake8'],conda-forge/pandas-vet,pandas-vet,179.0,47.0,47.0,https://pypi.org/project/pandas-vet,2020-02-01 05:12:09.000000,0.0,4915.0,5165.0,https://anaconda.org/conda-forge/pandas-vet,2020-02-01 05:31:32.445000,6982.0,3.0,,38.0,,,,,,,,,,,,,
229,pyformat,https://github.com/myint/pyformat,,Formats Python code to follow a consistent style.,formatters,18,False,myint/pyformat,https://github.com/myint/pyformat,Saxpath,2013-03-24 21:45:30.000000,2019-12-07 19:55:59.000000,2019-05-24 17:17:56.000000,5.0,3.0,83.0,2014-09-07 13:57:37.000000,0.5.7,23.0,3.0,3.0,,,pyformat,199.0,109.0,87.0,https://pypi.org/project/pyformat,2017-01-04 02:31:11.000000,22.0,12030.0,12030.0,,,,3.0,,,,,,,,,,,,,,,
230,beartype,https://github.com/beartype/beartype,,Unbearably fast O(1) runtime type-checking in pure Python.,linters,17,True,beartype/beartype,https://github.com/beartype/beartype,MIT,2020-04-03 06:06:22.000000,2021-08-04 20:27:20.000000,2021-08-04 20:18:53.000000,8.0,28.0,333.0,2021-06-30 06:15:57.000000,0.7.1,12.0,6.0,4.0,,conda-forge/beartype,beartype,,0.0,,https://pypi.org/project/beartype,2021-06-30 06:15:57.000000,0.0,9434.0,9830.0,https://anaconda.org/conda-forge/beartype,2021-06-30 08:28:07.135000,5551.0,3.0,,,,,,,,,,,,,,,
231,bellybutton,https://github.com/hchasestevens/bellybutton,,Custom Python linting through AST expressions.,linters,17,True,hchasestevens/bellybutton,https://github.com/hchasestevens/bellybutton,MIT,2018-02-17 06:31:44.000000,2021-07-15 00:42:03.000000,2021-07-15 00:42:02.000000,10.0,6.0,216.0,2020-11-27 21:20:22.000000,0.3.1,11.0,5.0,7.0,,,bellybutton,33.0,6.0,6.0,https://pypi.org/project/bellybutton,2020-11-27 21:20:22.000000,0.0,5062.0,5062.0,,,,3.0,,,,,,,,,,,,,,,
232,yala,https://github.com/cemsbr/yala,,Yet Another Linter Aggregator.,linters,17,False,cemsbr/yala,https://github.com/cemsbr/yala,MIT,2017-06-02 22:45:50.000000,2021-06-01 22:20:31.000000,2021-04-10 04:03:47.000000,4.0,11.0,11.0,2020-10-24 16:03:12.000000,3.0.1,27.0,3.0,1.0,"['flake8', 'pylint']",,yala,165.0,54.0,36.0,https://pypi.org/project/yala,2020-10-24 16:03:12.000000,18.0,957.0,957.0,,,,3.0,,,,,,,,,,,,,,,
233,PyOxidizer,https://github.com/indygreg/PyOxidizer,,A modern Python application packaging and distribution tool.,packaging,16,True,indygreg/PyOxidizer,https://github.com/indygreg/PyOxidizer,MPL-2.0,2018-12-18 23:32:13.000000,2021-07-27 21:55:04.000000,2021-07-25 22:17:24.000000,112.0,148.0,3103.0,2021-05-09 16:48:41.000000,pyoxidizer/0.16.0,8.0,34.0,204.0,,,,,,,,,,,24.0,,,,3.0,,465.0,,,,,,,,,,,,,
234,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 03:31:33.000000,2019-03-08 03:06:14.000000,2014-10-24 20:36:38.000000,12.0,12.0,114.0,2014-10-24 20:36:57.000000,0.0.13,13.0,6.0,6.0,,,pep8ify,154.0,53.0,34.0,https://pypi.org/project/pep8ify,2014-10-24 20:36:57.000000,19.0,148.0,148.0,,,,3.0,,,,,,,,,,,,,,,
235,retype,https://github.com/ambv/retype,,Re-apply type annotations from .pyi stubs to your codebase.,refactoring,16,True,ambv/retype,https://github.com/ambv/retype,MIT,2017-03-11 07:54:58.000000,2021-05-16 22:51:30.742000,2021-05-15 17:24:28.000000,16.0,6.0,103.0,2021-05-15 15:22:34.000000,21.5.0,9.0,8.0,9.0,,conda-forge/retype,retype,,34.0,,https://pypi.org/project/retype,2021-05-15 15:22:34.000000,34.0,954.0,1283.0,https://anaconda.org/conda-forge/retype,2021-05-16 22:51:30.742000,14177.0,3.0,,,,,,,,,,,,,,,
236,massedit,https://github.com/elmotec/massedit,,Programmatically edit text files with Python. Useful for source to source transformations.,refactoring,16,True,elmotec/massedit,https://github.com/elmotec/massedit,MIT,2012-03-11 16:18:30.000000,2020-12-23 02:17:37.000000,2020-12-23 02:11:17.000000,14.0,5.0,91.0,2020-12-23 02:19:02.000000,0.69.1,15.0,6.0,3.0,,,massedit,178.0,10.0,,https://pypi.org/project/massedit,2020-12-23 02:12:33.000000,10.0,791.0,791.0,,,,3.0,,17.0,,,,,,,,,,,,,
237,pytest-play,https://github.com/pytest-dev/pytest-play,,pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files.,testing,16,False,pytest-dev/pytest-play,https://github.com/pytest-dev/pytest-play,Apache-2.0,2017-12-14 09:08:26.000000,2019-08-20 15:57:27.000000,2019-06-12 11:57:28.000000,3.0,24.0,63.0,2019-06-12 11:59:29.000000,2.3.1,23.0,3.0,4.0,['pytest'],,pytest-play,382.0,25.0,21.0,https://pypi.org/project/pytest-play,2019-06-12 11:59:29.000000,4.0,556.0,556.0,,,,3.0,,,,,,,,,,,,,,,
238,pip-run,https://github.com/jaraco/pip-run,,pip-run - dynamic dependency loader for Python.,dependency-managers,16,True,jaraco/pip-run,https://github.com/jaraco/pip-run,MIT,2016-01-25 01:59:13.000000,2021-07-19 00:12:57.000000,2021-07-19 00:06:47.000000,10.0,37.0,61.0,2021-07-19 00:13:08.000000,8.5.1,23.0,10.0,2.0,,,pip-run,,0.0,,https://pypi.org/project/pip-run,2021-07-19 00:12:57.000000,0.0,9655.0,9655.0,,,,3.0,,,,,,,,,,,,,,,
239,lazydocs,https://github.com/ml-tooling/lazydocs,,Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx.,documentation,16,True,ml-tooling/lazydocs,https://github.com/ml-tooling/lazydocs,MIT,2020-11-10 00:31:46.000000,2021-07-27 08:59:11.000000,2021-07-27 08:59:11.000000,8.0,3.0,32.0,2021-07-27 09:00:22.000000,0.4.8,18.0,6.0,1.0,,,lazydocs,,32.0,32.0,https://pypi.org/project/lazydocs,2021-07-27 08:05:42.000000,0.0,539.0,539.0,,,,3.0,,,,,,,,,,,,,,,
240,mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,,MkDocs Plugin allowing your visitors to *File Print Save as PDF* the entire site.,documentation,16,False,timvink/mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,MIT,2020-08-15 12:02:33.000000,2021-05-19 18:24:00.000000,2021-05-19 18:20:17.000000,4.0,46.0,21.0,2021-05-19 18:24:00.000000,1.2.3,21.0,1.0,5.0,['mkdocs'],,mkdocs-print-site-plugin,141.0,35.0,35.0,https://pypi.org/project/mkdocs-print-site-plugin,2021-05-19 18:24:00.000000,0.0,3959.0,3959.0,,,,3.0,,,,,,,,,,,,,,,
241,pyenv-installer,https://github.com/pyenv/pyenv-installer,,This tool is used to install `pyenv` and friends.,virtual-envs,15,True,pyenv/pyenv-installer,https://github.com/pyenv/pyenv-installer,MIT,2013-06-01 03:48:07.000000,2021-07-09 03:09:15.000000,2021-06-08 06:37:31.000000,303.0,62.0,2778.0,,,,32.0,5.0,,,,136.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,
242,dh-virtualenv,https://github.com/spotify/dh-virtualenv,,Python virtualenvs in Debian packages.,virtual-envs,15,True,spotify/dh-virtualenv,https://github.com/spotify/dh-virtualenv,GPL-2.0,2013-10-09 19:03:43.000000,2021-07-26 06:31:43.000000,2021-07-26 06:31:43.000000,161.0,160.0,1474.0,,,,57.0,25.0,,,,412.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,
243,tbvaccine,https://github.com/skorokithakis/tbvaccine,,A small utility to pretty-print Python tracebacks.,logging,15,False,skorokithakis/tbvaccine,https://github.com/skorokithakis/tbvaccine,MIT,2016-08-27 17:31:59.000000,2020-03-01 19:24:46.000000,2020-03-01 19:24:44.000000,12.0,13.0,358.0,2018-12-14 18:07:29.000000,0.3.1,12.0,12.0,7.0,,,tbvaccine,80.0,9.0,9.0,https://pypi.org/project/tbvaccine,2018-12-14 18:07:29.000000,,590.0,590.0,,,,3.0,,,,,,,,,,,,,,,
244,pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,,A PipEnv Environment Switcher.,virtual-envs,15,False,gtalarico/pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,MIT,2018-05-02 03:56:41.000000,2021-06-01 22:15:42.000000,2019-06-27 03:42:48.000000,11.0,10.0,126.0,2018-11-08 03:05:43.000000,0.7.1,25.0,5.0,7.0,,,pipenv-pipes,285.0,,,https://pypi.org/project/pipenv-pipes,2018-11-08 03:05:43.000000,,249.0,249.0,,,,3.0,,,,,,,,,,,,,,,
245,mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,,A tool that allows for versioning sites built with mkdocs.,documentation,15,False,zayd62/mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,MIT,2019-07-20 18:09:56.000000,2021-08-01 15:51:53.000000,2021-08-01 15:51:53.000000,9.0,22.0,40.0,2021-02-11 10:24:35.000000,0.4.0,6.0,5.0,3.0,['mkdocs'],,mkdocs-versioning,133.0,,,https://pypi.org/project/mkdocs-versioning,2021-02-11 10:24:35.000000,,3819.0,3819.0,,,,3.0,,,,,,,-3.0,,,,,,,,
246,pytest-plugins,https://github.com/man-group/pytest-plugins,,A grab-bag of nifty pytest plugins.,testing,14,False,man-group/pytest-plugins,https://github.com/man-group/pytest-plugins,MIT,2015-08-14 07:52:32.000000,2021-07-24 03:44:44.000000,2020-04-11 14:20:38.000000,58.0,51.0,383.0,,,,47.0,38.0,,,,747.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,
247,linty_fresh,https://github.com/lyft/linty_fresh,,Surface lint errors during code review.,linters,14,True,lyft/linty_fresh,https://github.com/lyft/linty_fresh,Apache-2.0,2015-12-19 02:37:26.000000,2020-11-30 22:20:25.000000,2020-11-30 22:18:53.000000,21.0,1.0,184.0,2018-12-12 19:47:05.000000,0.7.0,10.0,17.0,8.0,"['flake8', 'mypy']",,linty-fresh,53.0,,,https://pypi.org/project/linty-fresh,2018-12-12 19:47:05.000000,,54.0,54.0,,,,3.0,,,,,,,,,,,,,,,
248,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 07:17:02.000000,2021-03-07 09:20:28.000000,2021-03-07 09:20:25.000000,5.0,14.0,96.0,2019-06-17 19:19:47.000000,0.1.1,2.0,3.0,4.0,,,com2ann,28.0,3.0,3.0,https://pypi.org/project/com2ann,2019-06-17 19:19:47.000000,0.0,622.0,622.0,,,,3.0,,,,,,,,,,,,,,,
249,subpar,https://github.com/google/subpar,,Subpar is a utility for creating self-contained python executables. It is designed to work well with Bazel.,packaging,13,False,google/subpar,https://github.com/google/subpar,Apache-2.0,2016-08-03 20:11:35.000000,2020-09-16 16:25:54.000000,2019-08-15 01:37:08.000000,60.0,30.0,491.0,2019-05-14 20:14:05.000000,2.0.0,5.0,14.0,33.0,,,,93.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,
250,universal-build,https://github.com/ml-tooling/universal-build,,Universal build utilities for containerized build pipelines.,build-tools,13,True,ml-tooling/universal-build,https://github.com/ml-tooling/universal-build,MIT,2020-10-19 14:57:21.000000,2021-04-19 19:45:59.000000,2021-04-19 19:45:59.000000,3.0,1.0,11.0,2021-03-22 18:29:06.000000,0.6.13,38.0,4.0,,,,universal-build,,5.0,5.0,https://pypi.org/project/universal-build,2020-12-12 13:21:08.000000,0.0,259.0,260.0,,,,3.0,,16.0,,,,,,,,,,,,,
251,livepython,https://github.com/agermanidis/livepython,,Visually trace Python code in real-time.,profiling,12,False,agermanidis/livepython,https://github.com/agermanidis/livepython,MIT,2017-10-03 00:19:59.000000,2019-01-22 17:39:55.000000,2017-11-14 21:27:52.000000,164.0,15.0,2456.0,,,,3.0,10.0,,,,20.0,,,,,,,,,,,3.0,,,,,,,,,,,,,,,
252,cohesion,https://github.com/mschwager/cohesion,,A tool for measuring Python class cohesion.,code-metrics,12,False,mschwager/cohesion,https://github.com/mschwager/cohesion,GPL-3.0,2016-08-11 21:09:32.000000,2019-08-05 17:14:04.000000,2019-08-05 17:14:01.000000,2.0,11.0,141.0,2019-07-10 16:08:05.000000,1.0.0,9.0,2.0,3.0,,,cohesion,78.0,3.0,,https://pypi.org/project/cohesion,2019-07-10 16:08:05.000000,3.0,1361.0,1361.0,,,,3.0,,,,,,,,,,,,,,,
253,pyship,https://github.com/jamesabel/pyship,,pyship - ship Python desktop apps to end users.,packaging,11,False,jamesabel/pyship,https://github.com/jamesabel/pyship,MIT,2020-04-23 04:45:03.000000,2021-06-09 04:34:00.000000,2021-06-09 04:33:22.000000,,,13.0,2021-06-09 04:34:00.000000,0.1.5,17.0,,4.0,,,pyship,,,,https://pypi.org/project/pyship,2021-06-09 04:34:00.000000,,103.0,103.0,,,,3.0,,,,,,,,,,,,,,,
1 name homepage resource description category projectrank show github_id github_url license created_at updated_at last_commit_pushed_at fork_count closed_issue_count star_count latest_stable_release_published_at latest_stable_release_number release_count contributor_count open_issue_count labels conda_id pypi_id commit_count dependent_project_count github_dependent_project_count pypi_url pypi_latest_release_published_at pypi_dependent_project_count pypi_monthly_downloads monthly_downloads conda_url conda_latest_release_published_at conda_total_downloads projectrank_placing dockerhub_id github_release_downloads dockerhub_url dockerhub_latest_release_published_at dockerhub_stars dockerhub_pulls trending cargo_id npm_id npm_url npm_latest_release_published_at npm_dependent_project_count npm_monthly_downloads conda_forge updated_github_id
2 0 Python.org Packaging https://packaging.python.org/overview/ True An Overview of Packaging for Python. packaging 0 True
3 1 best-of-web-python - Testing https://github.com/ml-tooling/best-of-web-python True Testing libraries & tools for python web frameworks. testing 0 True ml-tooling/best-of-web-python https://github.com/ml-tooling/best-of-web-python CC-BY-SA-4.0 2021-01-05 13:09:27.000000 2021-08-05 14:30:35.000000 2021-07-16 21:43:54.000000 86.0 2.0 1296.0 2021-07-16 21:44:03.000000 2021.07.15 21.0 6.0 1.0
4 2 unittest https://docs.python.org/3/library/unittest.html True Unittest is a test framework included in the Python standard library. testing 0 True
5 3 sphinx https://github.com/sphinx-doc/sphinx Main repository for the Sphinx documentation builder. documentation 38 True sphinx-doc/sphinx https://github.com/sphinx-doc/sphinx BSD-3-Clause 2015-01-02 10:53:28.000000 2021-08-05 00:33:27.000000 2021-08-04 16:52:52.000000 1525.0 4716.0 4061.0 2021-07-14 17:22:46.000000 4.1.1 155.0 667.0 810.0 ['sphinx'] conda-forge/sphinx sphinx 18012.0 256774.0 152238.0 https://pypi.org/project/sphinx 2021-07-26 17:14:02.000000 104536.0 3895632.0 3956954.0 https://anaconda.org/conda-forge/sphinx 2021-07-26 20:39:24.675000 3679361.0 1.0
6 4 tqdm https://github.com/tqdm/tqdm A Fast, Extensible Progress Bar for Python and CLI. logging 37 True tqdm/tqdm https://github.com/tqdm/tqdm MPL-2.0 2015-06-03 13:13:14.000000 2021-08-04 12:29:01.000000 2021-08-01 18:38:09.000000 982.0 525.0 19022.0 2021-07-30 20:56:58.000000 4.62.0 121.0 105.0 299.0 conda-forge/tqdm tqdm 1860.0 221218.0 194980.0 https://pypi.org/project/tqdm 2021-07-30 20:54:20.000000 26238.0 28907222.0 29022160.0 https://anaconda.org/conda-forge/tqdm 2021-07-30 23:55:02.899000 7115307.0 1.0 tqdm/tqdm 8027.0 https://hub.docker.com/r/tqdm/tqdm 2021-08-01 18:47:43.398715 1.0 3758.0
7 5 psutil https://github.com/giampaolo/psutil Cross-platform lib for process and system monitoring in Python. profiling 37 True giampaolo/psutil https://github.com/giampaolo/psutil BSD-3-Clause 2014-05-23 14:01:48.000000 2021-08-05 13:54:39.000000 2021-08-05 13:54:39.000000 1127.0 1291.0 7532.0 2020-12-19 01:19:27.000000 5.8.0 83.0 161.0 193.0 conda-forge/psutil psutil 5690.0 122945.0 98279.0 https://pypi.org/project/psutil 2020-12-19 01:19:27.000000 24666.0 25083862.0 25201634.0 https://anaconda.org/conda-forge/psutil 2021-06-29 02:45:06.508000 7537463.0 1.0 2.0
8 6 pipenv https://github.com/pypa/pipenv Python Development Workflow for Humans. virtual-envs 36 True pypa/pipenv https://github.com/pypa/pipenv MIT 2017-01-20 00:44:02.000000 2021-08-05 11:26:38.000000 2021-08-03 03:57:02.000000 1645.0 2895.0 22145.0 2021-05-29 03:10:16.000000 2021.5.29 298.0 385.0 560.0 conda-forge/pipenv pipenv 7103.0 22809.0 20535.0 https://pypi.org/project/pipenv 2021-05-29 03:10:16.000000 2274.0 3257685.0 3259579.0 https://anaconda.org/conda-forge/pipenv 2020-11-15 06:15:51.831000 41668.0 1.0
9 7 mkdocs https://github.com/mkdocs/mkdocs Project documentation with Markdown. documentation 36 True mkdocs/mkdocs https://github.com/mkdocs/mkdocs BSD-2-Clause 2014-01-11 21:05:21.000000 2021-08-05 09:11:46.000000 2021-07-28 12:11:46.000000 1786.0 1455.0 12581.0 2021-07-18 19:32:00.000000 1.2.2 47.0 195.0 100.0 ['mkdocs'] conda-forge/mkdocs mkdocs 1566.0 19770.0 13828.0 https://pypi.org/project/mkdocs 2021-07-18 19:20:49.000000 5942.0 638336.0 640587.0 https://anaconda.org/conda-forge/mkdocs 2021-07-18 21:27:59.884000 144079.0 1.0 1.0
10 8 mypy https://github.com/python/mypy Optional static typing for Python 3 and 2 (PEP 484). linters 36 True python/mypy https://github.com/python/mypy MIT 2012-12-07 13:30:23.000000 2021-08-05 13:37:27.000000 2021-08-05 12:52:47.000000 1822.0 4758.0 11105.0 83.0 484.0 1843.0 conda-forge/mypy mypy 9678.0 46607.0 40523.0 https://pypi.org/project/mypy 2021-06-22 18:39:23.000000 6084.0 6466128.0 6490825.0 https://anaconda.org/conda-forge/mypy 2021-06-23 17:56:50.288000 1111365.0 1.0
11 9 pytest https://github.com/pytest-dev/pytest The pytest framework makes it easy to write small tests, yet scales to support complex functional testing. testing 36 True pytest-dev/pytest https://github.com/pytest-dev/pytest MIT 2015-06-15 20:28:27.000000 2021-08-04 10:25:51.000000 2021-08-03 13:31:18.000000 1761.0 3926.0 7607.0 2021-05-04 16:22:25.000000 6.2.4 147.0 736.0 696.0 ['pytest'] conda-forge/pytest pytest 483602.0 353018.0 https://pypi.org/project/pytest 2021-05-04 16:21:57.000000 130584.0 29705441.0 29849603.0 https://anaconda.org/conda-forge/pytest 2021-06-29 11:51:51.458000 8793936.0 1.0
12 10 tox https://github.com/tox-dev/tox Command line driven CI frontend and development task automation tool. testing 36 True tox-dev/tox https://github.com/tox-dev/tox MIT 2016-09-17 16:54:22.000000 2021-08-05 11:09:45.000000 2021-08-02 16:42:26.000000 381.0 1072.0 2335.0 2021-07-31 13:15:21.000000 3.24.1 119.0 249.0 147.0 ['pytest'] conda-forge/tox tox 2024.0 83265.0 46865.0 https://pypi.org/project/tox 2021-07-31 13:15:21.000000 36400.0 4236597.0 4243573.0 https://anaconda.org/conda-forge/tox 2021-07-31 16:12:09.076000 327873.0 1.0
13 11 flake8 https://github.com/PyCQA/flake8 Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelder's McCabe script. linters 36 True PyCQA/flake8 https://github.com/PyCQA/flake8 MIT 2014-09-13 17:06:24.000000 2021-08-02 19:28:31.000000 2021-08-02 19:28:30.000000 183.0 1250.0 1398.0 2021-03-14 23:32:11.000000 3.9.0 79.0 156.0 37.0 conda-forge/flake8 flake8 1983.0 254870.0 183580.0 https://pypi.org/project/flake8 2021-05-08 19:52:32.000000 71290.0 11733259.0 11777922.0 https://anaconda.org/conda-forge/flake8 2021-05-10 17:37:45.968000 2769120.0 1.0
14 12 jedi https://github.com/davidhalter/jedi Awesome autocompletion, static analysis and refactoring library for python. refactoring 35 True davidhalter/jedi https://github.com/davidhalter/jedi MIT 2012-02-19 23:12:30.000000 2021-08-05 06:31:17.000000 2021-07-25 18:02:38.000000 441.0 1218.0 4933.0 2020-12-25 10:34:25.000000 0.18.0 30.0 144.0 29.0 conda-forge/jedi jedi 8222.0 160279.0 144373.0 https://pypi.org/project/jedi 2020-12-25 10:34:25.000000 15906.0 15294140.0 15391583.0 https://anaconda.org/conda-forge/jedi 2021-06-29 02:44:18.629000 5651703.0 1.0
15 13 black https://github.com/psf/black The uncompromising Python code formatter. formatters 34 True psf/black https://github.com/psf/black MIT 2018-03-14 19:54:45.000000 2021-07-31 01:35:01.000000 2021-07-28 14:29:11.000000 1393.0 1303.0 21886.0 2021-07-16 14:44:04.000000 21.7b0 31.0 262.0 296.0 conda-forge/black black 79055.0 72827.0 https://pypi.org/project/black 2021-07-16 14:44:33.000000 6228.0 7694351.0 7743318.0 https://anaconda.org/conda-forge/black 2021-07-16 20:48:05.128000 1889891.0 1.0 14771.0 1.0
16 14 pip https://github.com/pypa/pip The Python package installer. dependency-managers 34 True pypa/pip https://github.com/pypa/pip MIT 2011-03-06 14:30:46.000000 2021-08-05 09:17:30.000000 2021-08-04 22:31:11.000000 2389.0 4902.0 7330.0 2021-07-31 07:56:27.000000 21.2.2 109.0 625.0 985.0 conda-forge/pip pip 74477.0 55811.0 https://pypi.org/project/pip 2021-07-31 07:56:27.000000 18666.0 96536512.0 96908884.0 https://anaconda.org/conda-forge/pip 2021-07-31 10:11:48.153000 22714700.0 1.0
17 15 pycodestyle https://github.com/PyCQA/pycodestyle Simple Python style checker in one Python file. linters 34 True PyCQA/pycodestyle https://github.com/PyCQA/pycodestyle Saxpath 2009-10-02 00:43:37.000000 2021-08-04 18:52:30.000000 2021-05-06 22:18:19.000000 599.0 536.0 4356.0 2021-03-14 18:44:02.000000 2.7.0 12.0 125.0 113.0 conda-forge/pycodestyle pycodestyle 1222.0 173243.0 152013.0 https://pypi.org/project/pycodestyle 2021-03-14 18:44:02.000000 21230.0 16275630.0 16322667.0 https://anaconda.org/conda-forge/pycodestyle 2021-03-15 18:43:23.361000 2916319.0 1.0
18 16 autopep8 https://github.com/hhatto/autopep8 A tool that automatically formats Python code to conform to the PEP 8 style guide. formatters 34 True hhatto/autopep8 https://github.com/hhatto/autopep8 MIT 2010-12-29 20:08:51.000000 2021-07-08 07:53:24.000000 2021-04-30 06:04:29.000000 244.0 333.0 3848.0 2021-04-30 06:09:29.000000 1.5.7 67.0 50.0 87.0 conda-forge/autopep8 autopep8 2702.0 94593.0 84409.0 https://pypi.org/project/autopep8 2021-04-30 06:04:42.000000 10184.0 2027548.0 2035662.0 https://anaconda.org/conda-forge/autopep8 2021-04-30 08:34:16.877000 503072.0 1.0
19 17 setuptools https://github.com/pypa/setuptools Official project repository for the Setuptools build system. build-tools 34 True pypa/setuptools https://github.com/pypa/setuptools MIT 2016-03-29 14:02:33.000000 2021-07-30 16:03:36.000000 2021-07-21 22:46:41.000000 742.0 1244.0 1401.0 2021-07-19 01:20:27.000000 57.4.0 434.0 454.0 553.0 conda-forge/setuptools setuptools 168559.0 110629.0 https://pypi.org/project/setuptools 2021-07-19 01:20:16.000000 57930.0 129080719.0 129474191.0 https://anaconda.org/conda-forge/setuptools 2021-06-28 18:30:51.032000 24001733.0 1.0 110.0
20 18 rich https://github.com/willmcgugan/rich Rich is a Python library for rich text and beautiful formatting in the terminal. logging 33 True willmcgugan/rich https://github.com/willmcgugan/rich MIT 2019-11-10 15:28:09.000000 2021-08-05 11:23:55.000000 2021-08-03 19:32:35.000000 845.0 482.0 27770.0 2021-07-12 18:23:29.000000 10.6.0 130.0 103.0 5.0 conda-forge/rich rich 2136.0 5763.0 5763.0 https://pypi.org/project/rich 2021-07-12 18:22:32.000000 0.0 1946059.0 1971244.0 https://anaconda.org/conda-forge/rich 2021-07-12 21:29:14.418000 327416.0 1.0
21 19 poetry https://github.com/python-poetry/poetry Python dependency management and packaging made easy. dependency-managers 33 True python-poetry/poetry https://github.com/python-poetry/poetry MIT 2018-02-28 15:23:47.000000 2021-08-04 20:17:56.000000 2021-08-01 09:32:21.000000 1265.0 2016.0 15860.0 2021-06-25 15:55:04.000000 1.1.7 137.0 282.0 1164.0 conda-forge/poetry poetry 1851.0 64.0 https://pypi.org/project/poetry 2021-08-01 09:24:37.000000 64.0 3111973.0 3304792.0 https://anaconda.org/conda-forge/poetry 2021-06-25 19:57:08.402000 242044.0 2.0 7604911.0 1.0
22 20 mkdocs-material https://github.com/squidfunk/mkdocs-material Technical documentation that just works. documentation 33 True squidfunk/mkdocs-material https://github.com/squidfunk/mkdocs-material MIT 2016-01-28 22:09:23.000000 2021-08-04 20:36:14.000000 2021-08-04 20:34:55.000000 1709.0 1076.0 7123.0 2021-07-31 08:36:28.000000 7.2.2 208.0 125.0 11.0 ['mkdocs'] conda-forge/mkdocs-material mkdocs-material 3488.0 9311.0 7809.0 https://pypi.org/project/mkdocs-material 2021-07-31 08:36:58.000000 1502.0 483683.0 485715.0 https://anaconda.org/conda-forge/mkdocs-material 2021-07-31 15:07:31.635000 54886.0 1.0
23 21 robotframework https://github.com/robotframework/robotframework Generic automation framework for acceptance testing and RPA. testing 33 True robotframework/robotframework https://github.com/robotframework/robotframework Apache-2.0 2014-06-27 11:10:38.000000 2021-08-04 20:13:46.000000 2021-08-02 14:01:58.000000 1718.0 3412.0 6153.0 2021-07-19 10:40:50.000000 4.1 64.0 146.0 194.0 conda-forge/robotframework robotframework 12988.0 5430.0 4022.0 https://pypi.org/project/robotframework 2021-07-19 10:31:38.000000 1408.0 785141.0 786464.0 https://anaconda.org/conda-forge/robotframework 2021-07-19 12:30:18.399000 56642.0 1.0 513.0
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 13:51:19.000000 2021-08-02 02:22:10.000000 2021-08-02 02:22:08.000000 467.0 1069.0 5334.0 2021-07-27 10:49:49.000000 hypothesis-python-6.14.5 856.0 248.0 66.0 conda-forge/hypothesis hypothesis 10868.0 12075.0 9459.0 https://pypi.org/project/hypothesis 2021-07-27 10:49:36.000000 2616.0 2050647.0 2125009.0 https://anaconda.org/conda-forge/hypothesis 2021-07-27 12:59:58.338000 4536102.0 1.0
25 23 pip-tools https://github.com/jazzband/pip-tools A set of tools to keep your pinned Python dependencies fresh. dependency-managers 33 True jazzband/pip-tools https://github.com/jazzband/pip-tools BSD-3-Clause 2012-09-10 08:50:26.000000 2021-08-04 17:26:30.000000 2021-08-03 12:37:07.000000 455.0 624.0 5111.0 2021-06-22 09:33:33.000000 6.2.0 93.0 157.0 127.0 conda-forge/pip-tools pip-tools 1593.0 3252.0 https://pypi.org/project/pip-tools 2021-06-22 09:33:33.000000 3252.0 4817947.0 4818785.0 https://anaconda.org/conda-forge/pip-tools 2021-06-22 11:23:39.836000 13414.0 2.0
26 24 isort https://github.com/PyCQA/isort A Python utility / library to sort imports. formatters 33 True PyCQA/isort https://github.com/PyCQA/isort MIT 2013-09-02 22:22:53.000000 2021-08-02 07:42:37.000000 2021-08-02 07:42:37.000000 414.0 966.0 4061.0 2021-07-29 06:41:35.000000 5.9.3 130.0 245.0 24.0 conda-forge/isort isort 210272.0 186054.0 https://pypi.org/project/isort 2021-07-29 06:40:41.000000 24218.0 18526392.0 18561860.0 https://anaconda.org/conda-forge/isort 2021-07-29 08:58:06.550000 2163577.0 2.0
27 25 sphinx_rtd_theme https://github.com/readthedocs/sphinx_rtd_theme Sphinx theme for readthedocs.org. documentation 33 True readthedocs/sphinx_rtd_theme https://github.com/readthedocs/sphinx_rtd_theme MIT 2013-10-17 17:10:49.000000 2021-08-05 14:15:25.000000 2021-08-05 00:01:36.000000 1584.0 511.0 3772.0 2018-10-05 13:20:49.000000 0.4.2 23.0 108.0 175.0 ['sphinx'] conda-forge/sphinx_rtd_theme sphinx_rtd_theme 1273.0 23490.0 16.0 https://pypi.org/project/sphinx_rtd_theme 2018-10-05 13:20:49.000000 23474.0 1804018.0 1829882.0 https://anaconda.org/conda-forge/sphinx_rtd_theme 2021-04-06 20:57:24.009000 1551875.0 1.0
28 26 pyflakes https://github.com/PyCQA/pyflakes A simple program which checks Python source files for errors. linters 33 True PyCQA/pyflakes https://github.com/PyCQA/pyflakes MIT 2014-04-07 06:19:46.000000 2021-07-17 13:20:21.000000 2021-05-28 17:28:29.000000 153.0 349.0 1050.0 2021-03-24 16:32:54.000000 2.3.1 30.0 77.0 84.0 conda-forge/pyflakes pyflakes 513.0 121595.0 95097.0 https://pypi.org/project/pyflakes 2021-03-24 16:32:54.000000 26498.0 12096557.0 12141471.0 https://anaconda.org/conda-forge/pyflakes 2021-03-24 22:10:26.104000 2784718.0 1.0
29 27 pre-commit https://github.com/pre-commit/pre-commit A framework for managing and maintaining multi-language pre-commit hooks. others 32 True pre-commit/pre-commit https://github.com/pre-commit/pre-commit MIT 2014-03-13 00:39:38.000000 2021-08-03 20:41:21.000000 2021-08-03 20:41:21.000000 458.0 1163.0 6312.0 2021-05-21 21:08:51.000000 2.13.0 160.0 123.0 23.0 conda-forge/pre-commit pre-commit 2045.0 2136.0 https://pypi.org/project/pre-commit 2021-05-21 21:05:09.000000 2136.0 3330760.0 3358311.0 https://anaconda.org/conda-forge/pre-commit 2021-05-27 13:32:23.502000 656273.0 1.0 9760.0
30 28 buildbot https://github.com/buildbot/buildbot Python-based continuous integration testing framework; your pull requests are more than welcome!. build-tools 32 True buildbot/buildbot https://github.com/buildbot/buildbot GPL-2.0 2010-07-06 17:56:53.000000 2021-08-04 01:48:26.000000 2021-07-31 09:26:49.000000 1536.0 712.0 4651.0 2021-07-31 09:54:45.000000 3.3.0 113.0 792.0 650.0 conda-forge/buildbot buildbot 22140.0 1144.0 252.0 https://pypi.org/project/buildbot 2021-07-31 09:54:45.000000 892.0 57955.0 59957.0 https://anaconda.org/conda-forge/buildbot 2021-07-31 13:21:14.599000 39222.0 1.0 15849.0
31 29 conda https://github.com/conda/conda OS-agnostic, system-level binary package manager and ecosystem. dependency-managers 32 True conda/conda https://github.com/conda/conda BSD-3-Clause 2012-10-15 22:08:03.000000 2021-08-04 18:06:15.000000 2021-08-04 12:57:55.000000 1061.0 6090.0 4224.0 2021-06-30 04:55:46.000000 4.10.3 100.0 365.0 2002.0 conda-forge/conda conda 15720.0 2104.0 https://pypi.org/project/conda 2017-04-22 23:38:35.000000 2104.0 54153.0 392426.0 https://anaconda.org/conda-forge/conda 2021-06-30 19:41:33.144000 20296411.0 2.0
32 30 virtualenv https://github.com/pypa/virtualenv Virtual Python Environment builder. virtual-envs 32 True pypa/virtualenv https://github.com/pypa/virtualenv MIT 2011-03-06 14:33:27.000000 2021-08-05 10:17:46.000000 2021-08-05 10:17:46.000000 898.0 1089.0 3923.0 2021-07-31 13:43:25.000000 20.7.0 167.0 171.0 62.0 conda-forge/virtualenv virtualenv 34422.0 https://pypi.org/project/virtualenv 2021-07-31 13:43:25.000000 34422.0 19465737.0 19485487.0 https://anaconda.org/conda-forge/virtualenv 2021-06-29 14:18:57.494000 1046778.0 2.0
33 31 invoke https://github.com/pyinvoke/invoke Pythonic task management & command execution. build-tools 32 True pyinvoke/invoke https://github.com/pyinvoke/invoke BSD-2-Clause 2012-02-29 23:59:23.000000 2021-07-27 02:27:30.000000 2021-07-12 00:36:12.000000 286.0 357.0 3342.0 2021-07-09 21:42:28.000000 1.6.0 52.0 56.0 316.0 conda-forge/invoke invoke 3519.0 12964.0 8362.0 https://pypi.org/project/invoke 2021-07-09 21:42:28.000000 4602.0 1678097.0 1683796.0 https://anaconda.org/conda-forge/invoke 2021-07-10 12:55:00.642000 364797.0 1.0
34 32 pytest-cov https://github.com/pytest-dev/pytest-cov Coverage plugin for pytest. testing 32 True pytest-dev/pytest-cov https://github.com/pytest-dev/pytest-cov MIT 2014-04-17 20:01:12.000000 2021-07-30 14:18:15.000000 2021-07-25 12:20:36.000000 146.0 194.0 1077.0 2021-06-01 17:24:42.000000 2.12.1 42.0 67.0 100.0 ['pytest'] conda-forge/pytest-cov pytest-cov 816.0 137457.0 94063.0 https://pypi.org/project/pytest-cov 2021-06-01 17:24:42.000000 43394.0 12741106.0 12791403.0 https://anaconda.org/conda-forge/pytest-cov 2021-06-02 16:41:25.608000 3269320.0 1.0
35 33 sentry-sdk https://github.com/getsentry/sentry-python The new Python SDK for Sentry.io. logging 32 True getsentry/sentry-python https://github.com/getsentry/sentry-python BSD-2-Clause 2018-06-18 22:51:10.000000 2021-08-02 03:00:30.000000 2021-07-27 14:53:19.000000 218.0 380.0 1017.0 2021-07-27 14:52:59.000000 1.3.1 131.0 100.0 171.0 conda-forge/sentry-sdk sentry-sdk 1269.0 13946.0 12960.0 https://pypi.org/project/sentry-sdk 2021-07-27 14:52:55.000000 986.0 9114130.0 9117173.0 https://anaconda.org/conda-forge/sentry-sdk 2021-07-27 17:58:10.503000 96098.0 1.0 4459.0
36 34 python-json-logger https://github.com/madzak/python-json-logger Json Formatter for the standard python logger. logging 32 True madzak/python-json-logger https://github.com/madzak/python-json-logger BSD-2-Clause 2011-12-27 05:12:26.000000 2021-07-27 23:18:51.000000 2021-07-27 23:18:45.000000 152.0 45.0 1015.0 2021-07-27 23:09:33.000000 2.0.2 20.0 46.0 20.0 conda-forge/python-json-logger python-json-logger 196.0 17291.0 16373.0 https://pypi.org/project/python-json-logger 2021-07-27 23:09:33.000000 918.0 3440301.0 3455294.0 https://anaconda.org/conda-forge/python-json-logger 2020-10-12 23:31:31.855000 779641.0 1.0 4.0
37 35 pytest-xdist https://github.com/pytest-dev/pytest-xdist pytest plugin for distributed testing and loop-on-failures testing modes. testing 32 True pytest-dev/pytest-xdist https://github.com/pytest-dev/pytest-xdist MIT 2015-09-01 18:51:45.000000 2021-08-02 18:51:37.000000 2021-07-26 18:55:07.000000 150.0 238.0 743.0 2021-06-16 21:48:35.000000 2.3.0 56.0 74.0 200.0 ['pytest'] conda-forge/pytest-xdist pytest-xdist 888.0 27714.0 20372.0 https://pypi.org/project/pytest-xdist 2021-06-16 21:48:35.000000 7342.0 4621903.0 4648347.0 https://anaconda.org/conda-forge/pytest-xdist 2021-06-17 01:17:32.581000 1613106.0 1.0
38 36 parso https://github.com/davidhalter/parso A Python Parser. linters 32 True davidhalter/parso https://github.com/davidhalter/parso MIT 2017-05-08 20:14:30.000000 2021-08-05 07:12:21.000000 2021-05-30 07:37:32.000000 71.0 93.0 429.0 2021-03-30 20:43:51.000000 0.8.2 25.0 40.0 8.0 conda-forge/parso parso 1086.0 151886.0 140522.0 https://pypi.org/project/parso 2021-03-30 20:43:51.000000 11364.0 15328256.0 15432221.0 https://anaconda.org/conda-forge/parso 2021-03-31 00:05:02.064000 4574495.0 1.0
39 37 loguru https://github.com/Delgan/loguru Python logging made (stupidly) simple. logging 31 True Delgan/loguru https://github.com/Delgan/loguru MIT 2017-08-15 17:22:32.000000 2021-07-17 10:49:46.000000 2021-07-17 10:49:37.000000 418.0 377.0 9453.0 2020-09-20 07:56:32.000000 0.5.3 17.0 29.0 52.0 conda-forge/loguru loguru 561.0 9268.0 8926.0 https://pypi.org/project/loguru 2020-09-20 07:54:28.000000 342.0 1454182.0 1461569.0 https://anaconda.org/conda-forge/loguru 2021-04-19 15:15:46.138000 221625.0 2.0
40 38 pyautogui https://github.com/asweigart/pyautogui A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard. testing 31 True asweigart/pyautogui https://github.com/asweigart/pyautogui BSD-3-Clause 2014-07-17 23:30:38.000000 2021-07-30 01:53:57.000000 2021-07-08 00:57:12.000000 725.0 175.0 5357.0 2021-07-07 17:05:04.000000 0.9.53 50.0 51.0 326.0 conda-forge/pyautogui pyautogui 395.0 9913.0 9305.0 https://pypi.org/project/pyautogui 2021-07-07 17:05:04.000000 608.0 467585.0 470498.0 https://anaconda.org/conda-forge/pyautogui 2020-10-13 12:17:23.308000 131112.0 2.0
41 39 pylint https://github.com/PyCQA/pylint It's not just a linter that annoys you!. linters 31 True PyCQA/pylint https://github.com/PyCQA/pylint GPL-2.0 2015-12-09 05:40:02.000000 2021-08-05 13:54:55.000000 2021-08-05 04:59:00.000000 738.0 2825.0 3459.0 2021-07-28 18:51:39.000000 2.9.6 114.0 404.0 726.0 conda-forge/pylint pylint 37734.0 https://pypi.org/project/pylint 2021-07-28 18:51:39.000000 37734.0 12648180.0 12682919.0 https://anaconda.org/conda-forge/pylint 2021-07-28 21:01:30.049000 2084384.0 2.0
42 40 bandit https://github.com/PyCQA/bandit Bandit is a tool designed to find common security issues in Python code. security 31 True PyCQA/bandit https://github.com/PyCQA/bandit Apache-2.0 2018-04-26 09:08:12.000000 2021-07-20 21:25:13.000000 2021-06-29 04:22:51.000000 346.0 366.0 3385.0 2020-12-13 02:48:28.000000 1.7.0 31.0 132.0 178.0 conda-forge/bandit bandit 1175.0 9872.0 7518.0 https://pypi.org/project/bandit 2020-12-13 02:48:28.000000 2354.0 1691145.0 1694146.0 https://anaconda.org/conda-forge/bandit 2021-03-10 05:39:36.125000 81002.0 1.0 67.0
43 41 freezegun https://github.com/spulec/freezegun Let your Python tests travel through time. testing 31 True spulec/freezegun https://github.com/spulec/freezegun Apache-2.0 2012-12-11 05:11:00.000000 2021-08-02 19:04:19.000000 2021-08-02 19:04:19.000000 196.0 167.0 2961.0 2021-01-20 07:45:20.000000 1.1.0 56.0 95.0 67.0 conda-forge/freezegun freezegun 525.0 16968.0 8616.0 https://pypi.org/project/freezegun 2021-01-20 07:45:20.000000 8352.0 3673016.0 3676849.0 https://anaconda.org/conda-forge/freezegun 2021-01-20 09:23:22.014000 249150.0 2.0
44 42 ipdb https://github.com/gotcha/ipdb Integration of IPython pdb. debugging 31 True gotcha/ipdb https://github.com/gotcha/ipdb BSD-3-Clause 2011-01-15 17:51:47.000000 2021-07-30 14:03:48.000000 2021-06-02 11:43:55.000000 132.0 110.0 1459.0 2021-06-02 11:43:46.000000 0.13.9 41.0 48.0 53.0 conda-forge/ipdb ipdb 351.0 44154.0 27256.0 https://pypi.org/project/ipdb 2021-06-02 11:43:46.000000 16898.0 1581379.0 1584460.0 https://anaconda.org/conda-forge/ipdb 2021-06-24 04:21:01.798000 187970.0 1.0
45 43 logbook https://github.com/getlogbook/logbook A cool logging replacement for Python. logging 31 False getlogbook/logbook https://github.com/getlogbook/logbook BSD-3-Clause 2010-07-22 10:13:12.000000 2021-07-19 14:00:45.000000 2019-10-16 17:48:40.000000 157.0 125.0 1403.0 2019-01-16 20:35:25.000000 1.4.3 41.0 76.0 56.0 conda-forge/logbook logbook 1194.0 4727.0 2663.0 https://pypi.org/project/logbook 2019-10-16 18:14:55.000000 2064.0 572186.0 573834.0 https://anaconda.org/conda-forge/logbook 2021-01-11 05:40:29.145000 47717.0 2.0 273.0
46 44 nose https://github.com/nose-devs/nose nose is nicer testing for python. testing 31 False nose-devs/nose https://github.com/nose-devs/nose LGPL-2.1+ 2011-12-13 19:36:32.000000 2021-04-09 10:35:26.000000 2016-03-04 01:16:26.000000 358.0 461.0 1343.0 2015-06-02 09:12:36.000000 1.3.7 14.0 95.0 447.0 conda-forge/nose nose 1004.0 198872.0 112398.0 https://pypi.org/project/nose 2015-06-02 09:12:36.000000 86474.0 4057588.0 4086330.0 https://anaconda.org/conda-forge/nose 2020-10-11 16:52:20.277000 1810783.0 2.0
47 45 alabaster https://github.com/bitprophet/alabaster Lightweight, configurable Sphinx theme. Now the Sphinx default!. documentation 31 False bitprophet/alabaster https://github.com/bitprophet/alabaster BSD-3-Clause 2013-12-07 00:03:15.000000 2021-06-21 16:20:37.000000 2020-01-10 23:50:18.000000 173.0 52.0 618.0 2018-10-03 01:39:17.000000 0.7.12 24.0 28.0 79.0 ['sphinx'] conda-forge/alabaster alabaster 350.0 63984.0 49086.0 https://pypi.org/project/alabaster 2018-10-03 01:39:17.000000 14898.0 3435860.0 3479508.0 https://anaconda.org/conda-forge/alabaster 2018-10-03 15:29:30.017000 2662545.0 2.0
48 46 coveralls-python https://github.com/TheKevJames/coveralls-python Show coverage stats online via coveralls.io. testing 31 True TheKevJames/coveralls-python https://github.com/TheKevJames/coveralls-python MIT 2013-02-06 20:48:39.000000 2021-08-04 18:06:43.000000 2021-07-29 20:26:22.000000 174.0 136.0 461.0 2021-07-20 20:24:19.000000 3.2.0 40.0 59.0 8.0 ['pytest'] coveralls 426.0 35422.0 18414.0 https://pypi.org/project/coveralls 2021-07-20 20:24:19.000000 17008.0 464547.0 464547.0 2.0
49 47 packaging https://github.com/pypa/packaging Core utilities for Python packages. packaging 31 True pypa/packaging https://github.com/pypa/packaging BSD-2-Clause 2014-05-15 22:49:43.000000 2021-07-24 18:39:52.000000 2021-07-23 14:23:55.000000 159.0 152.0 316.0 2021-07-23 20:58:52.000000 21.0 36.0 70.0 55.0 conda-forge/packaging packaging 264479.0 235279.0 https://pypi.org/project/packaging 2021-07-03 12:32:30.000000 29200.0 65065430.0 65205814.0 https://anaconda.org/conda-forge/packaging 2021-07-03 14:49:57.465000 8703508.0 1.0 125.0
50 48 wheel https://github.com/pypa/wheel The official binary distribution format for Python. build-tools 31 True pypa/wheel https://github.com/pypa/wheel MIT 2016-07-16 23:19:28.580000 2021-07-31 14:28:34.000000 2021-05-23 18:58:13.000000 91.0 292.0 250.0 2020-12-13 18:09:07.000000 0.36.2 64.0 61.0 26.0 conda-forge/wheel wheel 732.0 62544.0 https://pypi.org/project/wheel 2020-12-13 18:09:07.000000 62544.0 82271888.0 82589353.0 https://anaconda.org/conda-forge/wheel 2020-12-13 19:48:16.429000 19365407.0 2.0
51 49 Glances https://github.com/nicolargo/glances Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. profiling 30 True nicolargo/glances https://github.com/nicolargo/glances LGPL-3.0 2011-12-04 08:49:15.000000 2021-08-03 17:42:47.000000 2021-08-03 17:42:47.000000 1217.0 1184.0 18891.0 2021-07-24 17:36:58.000000 3.2.2 57.0 145.0 203.0 conda-forge/glances glances 4110.0 369.0 319.0 https://pypi.org/project/glances 2021-07-24 16:10:49.000000 50.0 196171.0 198344.0 https://anaconda.org/conda-forge/glances 2021-06-07 19:57:42.205000 140952.0 1.0 427.0
52 50 yapf https://github.com/google/yapf A formatter for Python files. formatters 30 True google/yapf https://github.com/google/yapf Apache-2.0 2015-03-18 18:22:31.000000 2021-07-19 01:17:12.000000 2021-07-19 01:17:12.000000 791.0 379.0 11940.0 2020-04-23 19:07:36.000000 0.30.0 67.0 130.0 318.0 conda-forge/yapf yapf 25722.0 22316.0 https://pypi.org/project/yapf 2020-04-23 19:07:36.000000 3406.0 1734621.0 1746429.0 https://anaconda.org/conda-forge/yapf 2021-04-19 00:01:27.357000 732138.0 3.0
53 51 factory_boy https://github.com/FactoryBoy/factory_boy A test fixtures replacement for Python. testing 30 True FactoryBoy/factory_boy https://github.com/FactoryBoy/factory_boy MIT 2011-05-11 08:26:59.000000 2021-07-19 08:50:10.000000 2021-07-19 08:50:10.000000 328.0 343.0 2578.0 2018-05-05 15:05:40.000000 2.11.1 36.0 117.0 151.0 conda-forge/factory_boy factory_boy 889.0 4256.0 https://pypi.org/project/factory_boy 2018-05-05 15:05:40.000000 4256.0 1652616.0 1653944.0 https://anaconda.org/conda-forge/factory_boy 2021-04-04 01:17:30.466000 78383.0 2.0
54 52 twine https://github.com/pypa/twine Utilities for interacting with PyPI. build-tools 30 True pypa/twine https://github.com/pypa/twine Apache-2.0 2013-08-13 15:39:39.000000 2021-08-03 04:26:25.000000 2021-08-01 12:32:37.000000 241.0 325.0 1143.0 2021-07-24 12:41:53.000000 3.4.2 43.0 103.0 44.0 conda-forge/twine twine 61285.0 43781.0 https://pypi.org/project/twine 2021-07-20 16:24:13.000000 17504.0 1997766.0 2002958.0 https://anaconda.org/conda-forge/twine 2021-07-20 19:18:02.428000 311572.0 2.0
55 53 pytest-mock https://github.com/pytest-dev/pytest-mock Thin-wrapper around the mock package for easier use with pytest. testing 30 True pytest-dev/pytest-mock https://github.com/pytest-dev/pytest-mock MIT 2014-07-17 00:40:32.000000 2021-07-26 19:38:01.000000 2021-07-26 19:37:59.000000 95.0 89.0 1128.0 2021-05-18 11:53:27.000000 3.6.1 52.0 54.0 10.0 ['pytest'] conda-forge/pytest-mock pytest-mock 24301.0 18121.0 https://pypi.org/project/pytest-mock 2021-05-06 19:21:18.000000 6180.0 4197827.0 4215194.0 https://anaconda.org/conda-forge/pytest-mock 2021-05-07 01:15:17.653000 1059440.0 2.0
56 54 tabulate https://github.com/astanin/python-tabulate Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from.. logging 30 True astanin/python-tabulate https://github.com/astanin/python-tabulate MIT 2016-05-01 20:47:06.376000 2021-07-14 05:26:22.000000 2021-03-04 09:33:31.000000 69.0 58.0 905.0 2021-02-22 07:34:12.000000 0.8.9 25.0 67.0 32.0 conda-forge/tabulate tabulate 502.0 56591.0 48489.0 https://pypi.org/project/tabulate 2021-02-22 07:34:12.000000 8102.0 23922236.0 23942161.0 https://anaconda.org/conda-forge/tabulate 2021-02-22 13:39:52.132000 1255316.0 2.0
57 55 pydocstyle https://github.com/PyCQA/pydocstyle docstring style checker. linters 30 True PyCQA/pydocstyle https://github.com/PyCQA/pydocstyle MIT 2012-01-31 17:18:23.000000 2021-06-24 19:05:10.000000 2021-05-17 20:39:45.000000 146.0 194.0 797.0 2021-05-17 20:37:45.000000 6.1.1 17.0 72.0 75.0 conda-forge/pydocstyle pydocstyle 710.0 21893.0 17973.0 https://pypi.org/project/pydocstyle 2021-05-17 20:37:45.000000 3920.0 2013544.0 2020079.0 https://anaconda.org/conda-forge/pydocstyle 2021-05-18 22:35:13.379000 398650.0 2.0 56.0
58 56 numpydoc https://github.com/numpy/numpydoc Numpy's Sphinx extensions. documentation 29 True numpy/numpydoc https://github.com/numpy/numpydoc BSD-3-Clause 2013-07-24 16:23:39.000000 2021-05-24 23:17:20.000000 2021-05-19 15:13:17.000000 5681.0 95.0 17692.0 2020-07-01 21:59:00.000000 1.1.0 13.0 65.0 51.0 ['sphinx'] conda-forge/numpydoc numpydoc 34348.0 27000.0 https://pypi.org/project/numpydoc 2020-07-01 21:59:00.000000 7348.0 244412.0 259153.0 https://anaconda.org/conda-forge/numpydoc 2020-10-01 19:37:54.384000 810799.0 2.0
59 57 PySnooper https://github.com/cool-RR/PySnooper Never use print for debugging again. debugging 29 True cool-RR/PySnooper https://github.com/cool-RR/PySnooper MIT 2019-04-18 13:55:43.000000 2021-07-31 02:34:30.000000 2021-05-19 08:23:53.000000 896.0 93.0 14542.0 2021-05-19 08:24:40.000000 0.5.0 54.0 26.0 18.0 conda-forge/pysnooper pysnooper 299.0 507.0 461.0 https://pypi.org/project/pysnooper 2021-05-19 08:24:40.000000 46.0 72662.0 74096.0 https://anaconda.org/conda-forge/pysnooper 2021-05-19 12:14:49.747000 38726.0 1.0
60 58 pipreqs https://github.com/bndr/pipreqs pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this.. dependency-managers 29 True bndr/pipreqs https://github.com/bndr/pipreqs Apache-2.0 2015-04-22 16:38:14.000000 2021-07-20 07:34:29.000000 2021-05-05 05:08:31.000000 227.0 88.0 3559.0 2019-11-14 11:06:56.000000 0.4.10 38.0 50.0 82.0 conda-forge/pipreqs pipreqs 300.0 6676.0 6148.0 https://pypi.org/project/pipreqs 2019-11-14 11:00:54.000000 528.0 98744.0 99115.0 https://anaconda.org/conda-forge/pipreqs 2019-11-14 14:53:43.131000 21890.0 3.0
61 59 wemake-python-styleguide https://github.com/wemake-services/wemake-python-styleguide The strictest and most opinionated python linter ever!. linters 29 True wemake-services/wemake-python-styleguide https://github.com/wemake-services/wemake-python-styleguide MIT 2018-03-09 21:04:25.000000 2021-08-02 02:17:10.000000 2021-07-30 10:48:28.000000 277.0 877.0 1568.0 2021-06-21 19:33:18.000000 0.15.3 52.0 145.0 81.0 wemake-python-styleguide 1782.0 545.0 531.0 https://pypi.org/project/wemake-python-styleguide 2021-06-21 16:28:55.000000 14.0 73597.0 73597.0 2.0
62 60 rope https://github.com/python-rope/rope a python refactoring library. refactoring 29 True python-rope/rope https://github.com/python-rope/rope LGPL-3.0 2013-11-30 15:30:20.000000 2021-08-01 19:15:07.000000 2021-05-20 05:32:18.000000 142.0 116.0 1158.0 2020-10-07 16:08:59.000000 0.18.0 19.0 63.0 70.0 conda-forge/rope rope 1881.0 33306.0 30374.0 https://pypi.org/project/rope 2020-10-07 16:08:59.000000 2932.0 407838.0 418480.0 https://anaconda.org/conda-forge/rope 2021-05-30 20:11:33.599000 553405.0 1.0
63 61 pytest-asyncio https://github.com/pytest-dev/pytest-asyncio Pytest support for asyncio. testing 29 True pytest-dev/pytest-asyncio https://github.com/pytest-dev/pytest-asyncio Apache-2.0 2015-04-11 00:18:05.000000 2021-07-16 14:34:59.000000 2021-05-30 22:55:43.000000 84.0 96.0 765.0 2021-04-21 23:04:29.000000 0.15.1 20.0 26.0 65.0 ['pytest'] conda-forge/pytest-asyncio pytest-asyncio 177.0 16284.0 14256.0 https://pypi.org/project/pytest-asyncio 2021-04-21 23:04:29.000000 2028.0 1566760.0 1577090.0 https://anaconda.org/conda-forge/pytest-asyncio 2021-05-21 05:59:51.013000 526830.0 2.0
64 62 flake8-bugbear https://github.com/PyCQA/flake8-bugbear A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in.. linters 29 True PyCQA/flake8-bugbear https://github.com/PyCQA/flake8-bugbear MIT 2016-03-15 20:54:43.000000 2021-06-20 13:51:43.000000 2021-04-01 21:18:24.000000 44.0 53.0 563.0 2021-04-01 21:21:59.000000 21.4.3 34.0 37.0 43.0 ['flake8'] conda-forge/flake8-bugbear flake8-bugbear 163.0 5433.0 4393.0 https://pypi.org/project/flake8-bugbear 2021-04-01 21:21:59.000000 1040.0 929624.0 944856.0 https://anaconda.org/conda-forge/flake8-bugbear 2021-04-02 22:23:40.112000 365575.0 2.0
65 63 breathe https://github.com/michaeljones/breathe ReStructuredText and Sphinx bridge to Doxygen. documentation 29 True michaeljones/breathe https://github.com/michaeljones/breathe BSD-3-Clause 2009-02-03 18:52:25.000000 2021-08-05 14:31:11.000000 2021-05-18 23:33:51.000000 138.0 340.0 544.0 2021-05-06 19:46:25.000000 4.30.0 59.0 95.0 108.0 conda-forge/breathe breathe 1467.0 6882.0 4874.0 https://pypi.org/project/breathe 2021-05-06 19:45:36.000000 2008.0 94590.0 98242.0 https://anaconda.org/conda-forge/breathe 2021-05-08 22:53:25.599000 210488.0 2.0 92.0
66 64 hacking https://github.com/openstack/hacking OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org. linters 29 True openstack/hacking https://github.com/openstack/hacking Apache-2.0 2013-03-26 21:09:28.000000 2021-06-05 10:04:22.000000 2021-06-05 10:03:49.000000 66.0 219.0 2021-04-21 10:37:50.000000 4.1.0 37.0 182.0 ['flake8'] hacking 1052.0 8690.0 https://pypi.org/project/hacking 2021-04-21 10:37:50.000000 8690.0 197049.0 197049.0 2.0
67 65 typed_ast https://github.com/python/typed_ast Modified fork of CPython's ast module that parses `# type:` comments. ast 29 True python/typed_ast https://github.com/python/typed_ast Apache-2.0 2016-02-16 22:40:09.000000 2021-04-12 00:18:06.000000 2021-04-12 00:18:06.000000 48.0 75.0 188.0 2021-04-11 23:57:40.000000 1.4.3 29.0 21.0 5.0 typed_ast 173.0 10362.0 https://pypi.org/project/typed_ast 2021-04-11 23:57:40.000000 10362.0 16377171.0 16377171.0 1.0
68 66 py-spy https://github.com/benfred/py-spy Sampling profiler for Python programs. profiling 28 True benfred/py-spy https://github.com/benfred/py-spy MIT 2018-08-01 02:22:15.000000 2021-07-31 21:25:11.000000 2021-07-31 06:17:52.000000 266.0 153.0 7140.0 2021-07-31 06:45:09.000000 0.3.8 31.0 26.0 68.0 py-spy 401.0 50.0 https://pypi.org/project/py-spy 2021-07-31 06:45:09.000000 50.0 615406.0 615642.0 2.0 5910.0 py-spy
69 67 playwright-python https://github.com/microsoft/playwright-python Python version of the Playwright testing and automation library. testing 28 True microsoft/playwright-python https://github.com/microsoft/playwright-python Apache-2.0 2020-07-01 15:28:13.000000 2021-08-04 22:13:50.000000 2021-07-29 09:05:27.000000 426.0 390.0 4966.0 2021-07-29 18:15:53.000000 1.13.1 56.0 21.0 13.0 playwright 395.0 330.0 330.0 https://pypi.org/project/playwright 2021-07-29 18:15:53.000000 0.0 97352.0 97352.0 2.0
70 68 line_profiler https://github.com/pyutils/line_profiler Line-by-line profiling for Python. profiling 28 True pyutils/line_profiler https://github.com/pyutils/line_profiler BSD-3-Clause 2016-05-26 17:37:38.151000 2021-07-30 01:03:50.000000 2021-06-25 15:57:31.000000 250.0 12.0 3527.0 2021-04-30 19:15:30.000000 3.2.5 8.0 25.0 33.0 conda-forge/line_profiler line_profiler 162.0 692.0 https://pypi.org/project/line_profiler 2017-12-20 02:30:37.000000 692.0 282320.0 285462.0 https://anaconda.org/conda-forge/line_profiler 2021-06-05 03:09:37.408000 197947.0 2.0
71 69 pytype https://github.com/google/pytype A static type analyzer for Python code. linters 28 True google/pytype https://github.com/google/pytype Apache-2.0 2015-03-18 20:52:08.000000 2021-08-05 03:57:08.000000 2021-08-05 03:57:05.000000 200.0 333.0 3374.0 2021-08-03 22:01:33.000000 2021.8.3 106.0 63.0 94.0 conda-forge/pytype pytype 4516.0 88.0 https://pypi.org/project/pytype 2021-08-03 22:01:33.000000 88.0 100860.0 104643.0 https://anaconda.org/conda-forge/pytype 2020-10-13 18:48:00.617000 56746.0 2.0
72 70 mimesis https://github.com/lk-geimfari/mimesis Mimesis is a high-performance fake data generator for Python, which provides data for a variety of purposes in a.. testing 28 True lk-geimfari/mimesis https://github.com/lk-geimfari/mimesis MIT 2016-09-09 21:41:22.000000 2021-08-03 16:49:28.000000 2021-08-03 16:49:20.000000 274.0 282.0 3327.0 2021-06-20 13:16:14.000000 5.0.0 31.0 106.0 5.0 mimesis 2010.0 84.0 https://pypi.org/project/mimesis 2020-12-21 11:12:37.000000 84.0 103589.0 103591.0 2.0 174.0
73 71 pyelftools https://github.com/eliben/pyelftools Parsing ELF and DWARF in Python. debugging 28 True eliben/pyelftools https://github.com/eliben/pyelftools Unlicense 2013-06-08 22:55:54.000000 2021-08-02 15:30:19.000000 2021-08-02 15:30:19.000000 402.0 114.0 1269.0 8.0 76.0 54.0 conda-forge/pyelftools pyelftools 572.0 3242.0 2358.0 https://pypi.org/project/pyelftools 2020-10-27 13:45:19.000000 884.0 618366.0 619444.0 https://anaconda.org/conda-forge/pyelftools 2020-10-27 16:16:13.901000 70102.0 2.0
74 72 radon https://github.com/rubik/radon Various code metrics for Python code. code-metrics 28 True rubik/radon https://github.com/rubik/radon MIT 2012-09-20 18:58:58.000000 2021-07-30 14:15:07.000000 2021-06-08 16:36:45.000000 94.0 134.0 1228.0 2021-06-08 16:35:34.000000 5.0.1 52.0 47.0 20.0 conda-forge/radon radon 517.0 2986.0 1888.0 https://pypi.org/project/radon 2021-06-08 16:35:34.000000 1098.0 383852.0 384548.0 https://anaconda.org/conda-forge/radon 2020-09-18 20:13:31.841000 32051.0 1.0
75 73 progressbar2 https://github.com/WoLpH/python-progressbar Progressbar 2 - A progress bar for Python 2 and Python 3 - pip install progressbar2. logging 28 True WoLpH/python-progressbar https://github.com/WoLpH/python-progressbar BSD-3-Clause 2012-02-20 06:19:21.000000 2021-08-01 16:40:40.000000 2021-08-01 16:40:24.000000 93.0 184.0 715.0 2020-09-09 13:36:59.000000 3.53.1 94.0 38.0 9.0 conda-forge/progressbar2 progressbar2 867.0 12894.0 10698.0 https://pypi.org/project/progressbar2 2020-09-09 13:28:47.000000 2196.0 1273337.0 1278806.0 https://anaconda.org/conda-forge/progressbar2 2020-09-09 14:31:33.844000 315311.0 2.0 1608.0
76 74 colorlog https://github.com/borntyping/python-colorlog A colored formatter for the python logging module. logging 28 True borntyping/python-colorlog https://github.com/borntyping/python-colorlog MIT 2012-09-05 17:57:21.000000 2021-06-30 09:10:18.153000 2021-06-14 17:01:47.000000 75.0 64.0 701.0 2021-04-13 13:51:48.000000 5.0.1 60.0 30.0 2.0 conda-forge/colorlog colorlog 14423.0 10757.0 https://pypi.org/project/colorlog 2021-06-14 17:02:48.000000 3666.0 4988519.0 4994776.0 https://anaconda.org/conda-forge/colorlog 2021-06-30 09:10:18.153000 400510.0 2.0
77 75 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 15:33:15.000000 2021-07-02 16:32:54.000000 2021-07-02 16:32:54.000000 134.0 199.0 686.0 2021-01-27 21:57:28.000000 0.10.0 26.0 71.0 55.0 conda-forge/nose2 nose2 1002.0 5868.0 3930.0 https://pypi.org/project/nose2 2021-01-27 21:57:28.000000 1938.0 462023.0 462904.0 https://anaconda.org/conda-forge/nose2 2020-02-02 06:02:02.004000 34365.0 2.0
78 76 buildout https://github.com/buildout/buildout Buildout is a deployment automation tool written in and extended with Python. build-tools 28 False buildout/buildout https://github.com/buildout/buildout ZPL-2.1 2012-03-25 21:47:18.000000 2021-07-21 12:10:40.000000 2021-03-29 11:37:20.000000 170.0 203.0 514.0 2021-03-08 07:25:44.000000 2.13.4 103.0 89.0 138.0 zc.buildout 1616.0 1974.0 https://pypi.org/project/zc.buildout 2021-03-09 08:12:12.000000 1974.0 90282.0 90282.0 2.0
79 77 pylint-django https://github.com/PyCQA/pylint-django Pylint plugin for improving code analysis for when using Django. linters 28 True PyCQA/pylint-django https://github.com/PyCQA/pylint-django GPL-2.0 2013-10-01 06:35:15.000000 2021-08-05 01:27:26.000000 2021-04-26 10:09:38.000000 102.0 150.0 473.0 2021-04-09 06:40:49.000000 2.4.3 49.0 58.0 28.0 ['pylint'] conda-forge/pylint-django pylint-django 547.0 16584.0 14338.0 https://pypi.org/project/pylint-django 2021-04-09 06:39:56.000000 2246.0 598333.0 599729.0 https://anaconda.org/conda-forge/pylint-django 2021-01-12 09:07:20.984000 83245.0 2.0 203.0
80 78 pytest-html https://github.com/pytest-dev/pytest-html Plugin for generating HTML reports for pytest results. testing 28 True pytest-dev/pytest-html https://github.com/pytest-dev/pytest-html MPL-2.0 2015-04-14 19:22:42.000000 2021-05-11 22:04:17.000000 2021-01-23 03:26:17.000000 170.0 180.0 431.0 2020-12-13 15:24:58.000000 3.1.1 44.0 43.0 81.0 ['pytest'] conda-forge/pytest-html pytest-html 376.0 12424.0 11440.0 https://pypi.org/project/pytest-html 2020-12-13 15:24:58.000000 984.0 1481001.0 1483984.0 https://anaconda.org/conda-forge/pytest-html 2020-12-13 19:43:13.698000 152178.0 2.0
81 79 python-coloredlogs https://github.com/xolox/python-coloredlogs Colored terminal output for Python's logging module. logging 28 True xolox/python-coloredlogs https://github.com/xolox/python-coloredlogs MIT 2013-05-30 18:57:12.000000 2021-06-11 10:22:42.000000 2021-06-11 10:22:09.000000 36.0 49.0 427.0 2021-06-11 10:22:42.000000 15.0.1 63.0 16.0 25.0 coloredlogs 273.0 10568.0 8472.0 https://pypi.org/project/coloredlogs 2021-06-11 10:22:42.000000 2096.0 1777120.0 1777120.0 2.0
82 80 mccabe https://github.com/PyCQA/mccabe McCabe complexity checker for Python. code-metrics 28 True PyCQA/mccabe https://github.com/PyCQA/mccabe Saxpath 2013-02-20 22:19:04.000000 2021-04-02 23:49:37.000000 2021-04-02 23:49:37.000000 40.0 34.0 415.0 2017-01-26 22:13:14.000000 0.6.1 11.0 21.0 7.0 conda-forge/mccabe mccabe 142.0 239117.0 208107.0 https://pypi.org/project/mccabe 2017-01-26 22:13:14.000000 31010.0 20839069.0 20887173.0 https://anaconda.org/conda-forge/mccabe 2018-07-08 18:43:04.536000 2982484.0 1.0
83 81 pep8-naming https://github.com/PyCQA/pep8-naming Naming Convention checker for Python. linters 28 False PyCQA/pep8-naming https://github.com/PyCQA/pep8-naming Saxpath 2013-02-09 18:32:52.000000 2021-08-04 23:21:20.000000 2021-07-26 21:19:48.000000 51.0 65.0 325.0 2021-07-07 11:12:50.000000 0.12.0 22.0 29.0 13.0 conda-forge/pep8-naming pep8-naming 227.0 10140.0 7112.0 https://pypi.org/project/pep8-naming 2021-07-07 11:12:50.000000 3028.0 958133.0 961087.0 https://anaconda.org/conda-forge/pep8-naming 2021-07-07 16:42:05.802000 195024.0 2.0
84 82 astunparse https://github.com/simonpercivall/astunparse An AST unparser for Python. ast 28 False simonpercivall/astunparse https://github.com/simonpercivall/astunparse BSD-3-Clause 2014-03-31 15:34:54.000000 2021-07-27 09:28:31.000000 2019-12-22 18:11:19.000000 39.0 21.0 170.0 2019-12-22 18:12:11.000000 1.6.3 11.0 10.0 18.0 conda-forge/astunparse astunparse 86.0 25196.0 25014.0 https://pypi.org/project/astunparse 2019-12-22 18:12:11.000000 182.0 4439867.0 4447976.0 https://anaconda.org/conda-forge/astunparse 2021-01-15 07:40:29.426000 405479.0 2.0
85 83 gast https://github.com/serge-sans-paille/gast Python AST that abstracts the underlying Python version. ast 28 True serge-sans-paille/gast https://github.com/serge-sans-paille/gast BSD-3-Clause 2016-07-18 10:39:07.000000 2021-08-02 05:45:24.000000 2021-08-02 05:44:02.000000 22.0 24.0 113.0 2021-08-02 05:45:24.000000 0.5.2 19.0 10.0 conda-forge/gast gast 89.0 66007.0 62619.0 https://pypi.org/project/gast 2021-08-02 05:45:24.000000 3388.0 9279280.0 9310219.0 https://anaconda.org/conda-forge/gast 2021-06-29 07:42:31.263000 1206657.0 2.0
86 84 sqlmap https://github.com/sqlmapproject/sqlmap Automatic SQL injection and database takeover tool. security 27 True sqlmapproject/sqlmap https://github.com/sqlmapproject/sqlmap GPL-3.0 2012-06-26 09:52:15.000000 2021-08-02 00:39:09.000000 2021-08-02 00:38:41.000000 4406.0 4329.0 20699.0 2021-07-04 21:08:17.000000 1.5.7 70.0 108.0 47.0 sqlmap 9796.0 8.0 https://pypi.org/project/sqlmap 2021-08-02 00:39:01.000000 8.0 15805.0 15805.0 2.0
87 85 pyinstaller https://github.com/pyinstaller/pyinstaller Freeze (package) Python programs into stand-alone executables. packaging 27 True pyinstaller/pyinstaller https://github.com/pyinstaller/pyinstaller GPL-2.0 2011-11-23 11:05:56.000000 2021-08-05 13:17:55.000000 2021-08-05 00:13:51.000000 1691.0 3897.0 8302.0 2021-08-01 11:11:04.000000 4.5 30.0 404.0 327.0 conda-forge/pyinstaller pyinstaller 8020.0 0.0 https://pypi.org/project/pyinstaller 2021-08-01 11:00:30.000000 0.0 542356.0 553979.0 https://anaconda.org/conda-forge/pyinstaller 2021-07-13 16:59:50.610000 250332.0 1.0 714427.0 -7.0
88 86 Nuitka https://github.com/Nuitka/Nuitka Nuitka is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.3, 3.4, 3.5, 3.6, 3.7,.. packaging 27 True Nuitka/Nuitka https://github.com/Nuitka/Nuitka Apache-2.0 2013-04-23 15:40:33.000000 2021-08-05 11:02:59.000000 2021-08-04 10:01:33.000000 321.0 755.0 5634.0 2021-06-24 10:11:18.000000 0.6.16 155.0 101.0 213.0 conda-forge/nuitka nuitka 7864.0 54.0 https://pypi.org/project/nuitka 2021-07-02 10:04:36.000000 54.0 21740.0 26438.0 https://anaconda.org/conda-forge/nuitka 2021-07-02 12:10:13.167000 300696.0 1.0
89 87 coala https://github.com/coala/coala coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming.. linters 27 True coala/coala https://github.com/coala/coala AGPL-3.0 2014-05-15 11:35:34.000000 2021-07-02 15:56:52.000000 2021-06-11 17:11:55.000000 1354.0 2371.0 3217.0 2017-05-30 10:07:57.000000 0.11.1 730.0 482.0 836.0 coala-bears 4487.0 218.0 10.0 https://pypi.org/project/coala-bears 2017-11-10 21:04:50.000000 208.0 6344.0 6345.0 2.0 146.0
90 88 memory-profiler https://github.com/pythonprofilers/memory_profiler Monitor Memory usage of Python code. profiling 27 True pythonprofilers/memory_profiler https://github.com/pythonprofilers/memory_profiler BSD-3-Clause 2011-10-14 11:56:14.000000 2021-06-12 20:24:38.000000 2021-06-12 20:24:38.000000 309.0 100.0 3023.0 2018-08-16 03:16:49.000000 0.54.0 52.0 88.0 90.0 memory_profiler 638.0 534.0 https://pypi.org/project/memory_profiler 2018-08-16 03:16:49.000000 534.0 295751.0 295751.0 2.0
91 89 pudb https://github.com/inducer/pudb Full-screen console debugger for Python. debugging 27 True inducer/pudb https://github.com/inducer/pudb MIT 2011-05-13 23:44:30.000000 2021-07-27 04:36:26.000000 2021-07-20 13:58:03.000000 182.0 141.0 2168.0 2017-09-02 18:52:28.000000 2017.1.4 69.0 78.0 140.0 conda-forge/pudb pudb 3893.0 2467.0 https://pypi.org/project/pudb 2021-05-08 20:11:53.000000 1426.0 240058.0 241799.0 https://anaconda.org/conda-forge/pudb 2020-04-15 19:25:06.154000 106207.0 2.0
92 90 structlog https://github.com/hynek/structlog Structured Logging for Python. logging 27 True hynek/structlog https://github.com/hynek/structlog MIT 2013-08-13 15:55:58.000000 2021-08-02 18:05:04.000000 2021-08-02 18:05:03.000000 139.0 156.0 1578.0 2021-02-18 16:17:00.000000 21.1.0 23.0 73.0 33.0 conda-forge/structlog structlog 4679.0 3473.0 https://pypi.org/project/structlog 2021-02-18 16:06:29.000000 1206.0 2168774.0 2170782.0 https://anaconda.org/conda-forge/structlog 2021-02-22 14:39:08.894000 122523.0 3.0
93 91 flit https://github.com/takluyver/flit Simplified packaging of Python modules. build-tools 27 True takluyver/flit https://github.com/takluyver/flit BSD-3-Clause 2015-03-13 21:22:27.000000 2021-07-31 18:54:02.848000 2021-07-31 15:56:50.000000 79.0 167.0 1460.0 2021-07-31 15:27:36.000000 3.3.0 40.0 44.0 87.0 conda-forge/flit flit 913.0 226.0 https://pypi.org/project/flit 2021-07-31 15:27:36.000000 226.0 68246.0 69908.0 https://anaconda.org/conda-forge/flit 2021-07-31 18:54:02.848000 89768.0 3.0
94 92 scons https://github.com/SCons/scons SCons - a software construction tool. build-tools 27 True SCons/scons https://github.com/SCons/scons MIT 2017-03-23 22:12:34.579000 2021-08-05 01:25:40.000000 2021-08-04 03:16:40.000000 230.0 2649.0 1199.0 2021-01-19 22:02:05.000000 4.1.0 14.0 134.0 644.0 conda-forge/scons scons 7413.0 50.0 https://pypi.org/project/scons 2019-12-17 02:49:51.000000 50.0 177450.0 181511.0 https://anaconda.org/conda-forge/scons 2021-08-01 10:59:18.245000 214626.0 3.0 371.0
95 93 doit https://github.com/pydoit/doit task management & automation tool. build-tools 27 True pydoit/doit https://github.com/pydoit/doit MIT 2014-02-14 22:21:23.000000 2021-07-06 19:46:48.000000 2021-07-06 19:44:10.000000 128.0 192.0 1071.0 2020-09-04 06:38:01.000000 0.33.1 43.0 56.0 64.0 conda-forge/doit doit 1367.0 1212.0 746.0 https://pypi.org/project/doit 2020-09-04 06:38:01.000000 466.0 210153.0 211591.0 https://anaconda.org/conda-forge/doit 2020-10-11 16:47:23.103000 63308.0 3.0
96 94 pytest-benchmark https://github.com/ionelmc/pytest-benchmark py.test fixture for benchmarking code. testing 27 True ionelmc/pytest-benchmark https://github.com/ionelmc/pytest-benchmark BSD-2-Clause 2014-10-10 10:55:33.000000 2021-06-14 13:01:06.000000 2021-06-14 13:01:06.000000 83.0 78.0 789.0 2021-04-17 19:47:26.000000 3.4.1 41.0 33.0 75.0 ['pytest'] conda-forge/pytest-benchmark pytest-benchmark 986.0 2769.0 2039.0 https://pypi.org/project/pytest-benchmark 2021-04-17 19:47:26.000000 730.0 325937.0 336982.0 https://anaconda.org/conda-forge/pytest-benchmark 2021-04-18 21:19:04.860000 717932.0 3.0
97 95 pdbpp https://github.com/pdbpp/pdbpp pdb++, a drop-in replacement for pdb (the Python debugger). debugging 27 True pdbpp/pdbpp https://github.com/pdbpp/pdbpp BSD-3-Clause 2017-06-11 13:42:16.000000 2021-07-18 14:37:30.000000 2021-07-12 13:20:31.000000 44.0 112.0 767.0 2021-07-09 22:22:20.000000 0.10.3 26.0 39.0 64.0 conda-forge/pdbpp pdbpp 691.0 3197.0 2169.0 https://pypi.org/project/pdbpp 2021-07-09 22:22:20.000000 1028.0 400911.0 402196.0 https://anaconda.org/conda-forge/pdbpp 2021-07-11 15:21:48.419000 61705.0 2.0
98 96 pytest-sugar https://github.com/Teemu/pytest-sugar a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail.. testing 27 True Teemu/pytest-sugar https://github.com/Teemu/pytest-sugar BSD-3-Clause 2013-06-25 21:09:27.000000 2020-10-24 19:01:48.000000 2020-10-24 18:04:51.000000 53.0 68.0 721.0 2020-07-06 18:40:33.000000 0.9.4 25.0 36.0 35.0 ['pytest'] conda-forge/pytest-sugar pytest-sugar 344.0 12379.0 7799.0 https://pypi.org/project/pytest-sugar 2020-07-06 18:40:33.000000 4580.0 476404.0 478635.0 https://anaconda.org/conda-forge/pytest-sugar 2020-09-18 13:41:24.029000 107096.0 3.0
99 97 Yappi https://github.com/sumerc/yappi Yet Another Python Profiler, but this time thread&coroutine&greenlet aware. profiling 27 True sumerc/yappi https://github.com/sumerc/yappi MIT 2009-10-07 20:46:30.000000 2021-06-04 13:46:31.000000 2021-06-01 10:46:30.000000 47.0 33.0 679.0 2020-11-27 15:28:40.000000 1.3.2 17.0 24.0 14.0 conda-forge/yappi yappi 643.0 1084.0 444.0 https://pypi.org/project/yappi 2020-11-27 15:28:40.000000 640.0 601085.0 602818.0 https://anaconda.org/conda-forge/yappi 2020-11-28 16:22:51.992000 86686.0 2.0
100 98 astor https://github.com/berkerpeksag/astor Python AST read/write. ast 27 True berkerpeksag/astor https://github.com/berkerpeksag/astor BSD-3-Clause 2012-09-19 23:02:51.000000 2021-03-15 17:27:04.000000 2021-03-15 17:27:04.000000 84.0 72.0 594.0 2019-12-10 01:50:33.000000 0.8.1 14.0 31.0 34.0 conda-forge/astor astor 261.0 3756.0 https://pypi.org/project/astor 2019-12-10 01:50:33.000000 3756.0 3894305.0 3918495.0 https://anaconda.org/conda-forge/astor 2020-07-01 13:36:26.971000 1257905.0 3.0
101 99 ddt https://github.com/datadriventests/ddt Data-Driven Tests for Python Unittest. testing 27 True datadriventests/ddt https://github.com/datadriventests/ddt MIT 2012-02-11 22:57:10.000000 2021-03-12 20:36:06.000000 2021-03-12 20:34:54.000000 96.0 30.0 390.0 2021-03-12 20:36:06.000000 1.4.2 26.0 34.0 17.0 conda-forge/ddt ddt 211.0 6149.0 3665.0 https://pypi.org/project/ddt 2020-05-15 02:43:35.000000 2484.0 266047.0 267217.0 https://anaconda.org/conda-forge/ddt 2020-05-15 03:17:11.932000 62025.0 3.0
102 100 pyenv https://github.com/pyenv/pyenv Simple Python version management. virtual-envs 26 True pyenv/pyenv https://github.com/pyenv/pyenv MIT 2012-08-31 06:57:52.000000 2021-08-04 20:23:24.000000 2021-08-04 20:23:24.000000 2108.0 1273.0 24184.0 2021-07-25 08:54:47.000000 2.0.4 46.0 329.0 34.0 pyenv 2648.0 1.0 https://pypi.org/project/pyenv 2019-01-12 14:49:22.000000 1.0 5980.0 5980.0 2.0
103 101 gdbgui https://github.com/cs01/gdbgui Browser-based frontend to gdb (gnu debugger). Add breakpoints, view the stack, visualize data structures, and more in.. debugging 26 True cs01/gdbgui https://github.com/cs01/gdbgui GPL-3.0 2016-10-27 03:19:25.000000 2021-06-21 23:35:46.000000 2021-06-01 09:37:14.000000 473.0 161.0 8105.0 2021-05-20 07:34:40.000000 0.13.2.2 91.0 36.0 114.0 gdbgui 421.0 100.0 98.0 https://pypi.org/project/gdbgui 2021-05-20 07:33:03.000000 2.0 99931.0 100280.0 3.0 4537.0
104 102 detect-secrets https://github.com/Yelp/detect-secrets An enterprise friendly way of detecting and preventing secrets in code. security 26 True Yelp/detect-secrets https://github.com/Yelp/detect-secrets Apache-2.0 2017-12-05 00:38:38.000000 2021-08-04 18:33:20.000000 2021-08-01 20:36:31.000000 218.0 149.0 1928.0 2021-04-14 21:25:44.000000 1.1.0 34.0 51.0 77.0 detect-secrets 1095.0 34.0 https://pypi.org/project/detect-secrets 2021-04-14 21:25:44.000000 34.0 166535.0 166535.0 2.0
105 103 pex https://github.com/pantsbuild/pex A library and tool for generating .pex (Python EXecutable) files. packaging 26 True pantsbuild/pex https://github.com/pantsbuild/pex Apache-2.0 2014-07-21 17:06:12.000000 2021-08-03 18:39:03.000000 2021-08-03 18:25:54.000000 202.0 569.0 1926.0 2021-08-03 18:39:57.000000 2.1.45 134.0 100.0 140.0 pex 230.0 https://pypi.org/project/pex 2021-08-03 18:39:03.000000 230.0 128181.0 134463.0 2.0 351837.0
106 104 vulture https://github.com/jendrikseipp/vulture Find dead Python code. refactoring 26 True jendrikseipp/vulture https://github.com/jendrikseipp/vulture MIT 2016-08-11 15:39:58.647000 2021-06-04 15:25:20.000000 2021-06-04 15:25:15.000000 82.0 134.0 1835.0 2021-01-16 17:51:40.000000 2.3 42.0 28.0 13.0 conda-forge/vulture vulture 680.0 1436.0 1076.0 https://pypi.org/project/vulture 2021-01-16 17:49:50.000000 360.0 151014.0 151789.0 https://anaconda.org/conda-forge/vulture 2020-08-11 23:14:02.062000 46524.0 2.0
107 105 Diamond https://github.com/python-diamond/Diamond Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of.. profiling 26 False python-diamond/Diamond https://github.com/python-diamond/Diamond MIT 2013-10-11 23:32:13.000000 2021-04-29 21:15:40.000000 2018-03-15 16:54:31.000000 593.0 129.0 1625.0 2016-11-25 22:13:29.000000 4.0.515 36.0 343.0 232.0 diamond 3219.0 124.0 62.0 https://pypi.org/project/diamond 2016-11-25 22:13:29.000000 62.0 40858.0 40858.0 2.0
108 106 prospector https://github.com/PyCQA/prospector Inspects Python source files and provides information about type and location of classes, methods etc. code-metrics 26 True PyCQA/prospector https://github.com/PyCQA/prospector GPL-2.0 2013-08-05 07:26:30.000000 2021-08-03 18:29:49.000000 2020-10-21 22:30:57.000000 127.0 211.0 1443.0 2020-10-21 22:32:26.000000 1.3.1 91.0 67.0 56.0 conda-forge/prospector prospector 1051.0 3478.0 2340.0 https://pypi.org/project/prospector 2020-10-21 22:31:43.000000 1138.0 427666.0 428091.0 https://anaconda.org/conda-forge/prospector 2020-11-18 00:26:14.628000 25507.0 2.0
109 107 pybuilder https://github.com/pybuilder/pybuilder Software build automation tool for Python. build-tools 26 True pybuilder/pybuilder https://github.com/pybuilder/pybuilder Apache-2.0 2012-07-23 11:38:06.000000 2021-06-11 07:51:49.000000 2020-10-18 16:56:10.000000 234.0 390.0 1311.0 2020-10-06 16:13:40.000000 0.12.10 617.0 35.0 87.0 pybuilder 1284.0 110.0 https://pypi.org/project/pybuilder 2021-05-07 22:11:38.000000 110.0 18145.0 18145.0 3.0
110 108 safety https://github.com/pyupio/safety Safety checks your installed dependencies for known security vulnerabilities. security 26 True pyupio/safety https://github.com/pyupio/safety MIT 2016-10-19 13:22:56.000000 2021-05-14 19:37:10.000000 2021-04-28 19:57:23.000000 91.0 68.0 1066.0 2021-01-15 19:34:46.000000 1.10.3 38.0 35.0 44.0 conda-forge/safety safety 372.0 2863.0 2319.0 https://pypi.org/project/safety 2021-01-15 19:34:46.000000 544.0 568015.0 572675.0 https://anaconda.org/conda-forge/safety 2021-01-15 20:54:00.958000 20715.0 2.0 66185.0
111 109 pytest-bdd https://github.com/pytest-dev/pytest-bdd BDD library for the py.test runner. testing 26 True pytest-dev/pytest-bdd https://github.com/pytest-dev/pytest-bdd MIT 2013-03-29 07:27:43.000000 2021-07-31 12:26:35.000000 2021-07-31 12:25:36.000000 143.0 134.0 863.0 2021-07-03 09:06:41.000000 4.1.0 90.0 41.0 115.0 ['pytest'] conda-forge/pytest-bdd pytest-bdd 668.0 268.0 https://pypi.org/project/pytest-bdd 2021-07-03 09:06:41.000000 268.0 208640.0 209968.0 https://anaconda.org/conda-forge/pytest-bdd 2020-02-03 16:53:59.114000 35868.0 3.0
112 110 green https://github.com/CleanCut/green Green is a clean, colorful, fast python test runner. testing 26 True CleanCut/green https://github.com/CleanCut/green MIT 2014-04-01 20:08:18.000000 2021-07-24 08:50:12.000000 2021-07-16 01:00:57.000000 75.0 165.0 706.0 2021-07-16 01:03:10.000000 3.3.0 141.0 37.0 6.0 conda-forge/green green 1048.0 950.0 592.0 https://pypi.org/project/green 2021-07-16 01:03:10.000000 358.0 15496.0 17301.0 https://anaconda.org/conda-forge/green 2020-11-12 18:09:27.157000 84854.0 3.0
113 111 pdoc3 https://github.com/pdoc3/pdoc Auto-generate API documentation for Python projects. documentation 26 True pdoc3/pdoc https://github.com/pdoc3/pdoc AGPL-3.0 2019-01-02 02:32:40.000000 2021-08-03 14:51:19.000000 2021-08-03 04:29:02.000000 111.0 175.0 682.0 2021-08-03 14:51:19.000000 0.10.0 34.0 55.0 87.0 pdoc3 568.0 1031.0 941.0 https://pypi.org/project/pdoc3 2021-08-03 14:51:19.000000 90.0 171534.0 171534.0 2.0
114 112 typeguard https://github.com/agronholm/typeguard Run-time type checker for Python. debugging 26 True agronholm/typeguard https://github.com/agronholm/typeguard MIT 2015-12-27 23:15:37.000000 2021-06-04 15:05:16.006000 2021-06-04 11:40:10.000000 62.0 117.0 677.0 2021-06-04 09:09:15.000000 2.12.1 41.0 18.0 41.0 conda-forge/typeguard typeguard 238.0 158.0 https://pypi.org/project/typeguard 2021-06-04 09:09:15.000000 158.0 8214754.0 8216291.0 https://anaconda.org/conda-forge/typeguard 2021-06-04 15:05:16.006000 47656.0 3.0
115 113 autoflake https://github.com/myint/autoflake Removes unused imports and unused variables as reported by pyflakes. refactoring 26 True myint/autoflake https://github.com/myint/autoflake MIT 2012-12-27 03:40:17.000000 2021-07-22 17:56:13.000000 2020-12-27 17:36:40.000000 46.0 33.0 409.0 2019-08-04 15:14:24.000000 1.3.1 36.0 17.0 33.0 conda-forge/autoflake autoflake 439.0 3180.0 2600.0 https://pypi.org/project/autoflake 2019-08-04 15:14:24.000000 580.0 528639.0 534059.0 https://anaconda.org/conda-forge/autoflake 2021-05-26 15:10:21.374000 151765.0 2.0
116 114 wasabi https://github.com/ines/wasabi A lightweight console printing and formatting toolkit. logging 26 True ines/wasabi https://github.com/ines/wasabi MIT 2018-11-17 14:40:55.000000 2021-07-14 11:23:38.000000 2021-01-31 03:56:30.000000 17.0 3.0 295.0 2021-01-31 04:00:51.000000 0.8.2 34.0 4.0 3.0 conda-forge/wasabi wasabi 203.0 12828.0 12414.0 https://pypi.org/project/wasabi 2021-01-31 04:00:51.000000 414.0 2244702.0 2257708.0 https://anaconda.org/conda-forge/wasabi 2021-02-01 05:11:04.383000 390194.0 3.0
117 115 pytest-mypy https://github.com/dbader/pytest-mypy Mypy static type checker plugin for Pytest. testing 26 True dbader/pytest-mypy https://github.com/dbader/pytest-mypy MIT 2016-09-29 14:39:23.000000 2021-06-16 15:01:08.000000 2021-06-16 15:01:08.000000 31.0 35.0 189.0 2021-03-21 15:51:09.000000 0.8.1 17.0 15.0 10.0 ['pytest'] conda-forge/pytest-mypy pytest-mypy 222.0 1427.0 1161.0 https://pypi.org/project/pytest-mypy 2021-03-21 15:51:09.000000 266.0 263950.0 264623.0 https://anaconda.org/conda-forge/pytest-mypy 2020-11-24 14:50:18.057000 12123.0 3.0
118 116 pyright https://github.com/microsoft/pyright Static type checker for Python. linters 25 True Microsoft/pyright https://github.com/microsoft/pyright MIT 2019-03-12 03:38:46.000000 2021-08-04 19:27:09.000000 2021-08-04 19:26:18.000000 348.0 1743.0 7000.0 2021-07-31 05:41:34.000000 1.1.159 243.0 57.0 14.0 106.0 102.0 83588.0 2.0 pyright https://www.npmjs.com/package/pyright 2021-07-31 05:35:35.550000 4.0 83588.0
119 117 pyre-check https://github.com/facebook/pyre-check Performant type-checking for python. linters 25 True facebook/pyre-check https://github.com/facebook/pyre-check MIT 2017-11-10 17:31:36.000000 2021-08-05 09:42:00.000000 2021-08-05 04:51:03.000000 325.0 202.0 5499.0 2021-05-14 19:50:13.000000 0.9.3 62.0 168.0 65.0 pyre-check 46.0 https://pypi.org/project/pyre-check 2021-05-14 01:29:18.000000 46.0 20879.0 20879.0 2.0 -4.0
120 118 Scalene https://github.com/plasma-umass/scalene Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python. profiling 25 True plasma-umass/scalene https://github.com/plasma-umass/scalene Apache-2.0 2019-12-17 20:56:28.000000 2021-08-05 12:17:06.000000 2021-08-05 12:16:43.000000 151.0 101.0 4289.0 2021-07-16 18:49:59.000000 1.3.12 113.0 19.0 29.0 scalene 1651.0 51.0 51.0 https://pypi.org/project/scalene 2021-07-16 18:51:03.000000 0.0 4634.0 4634.0 3.0
121 119 pipx https://github.com/pypa/pipx Install and Run Python Applications in Isolated Environments. dependency-managers 25 True pypa/pipx https://github.com/pypa/pipx MIT 2018-10-06 18:47:46.000000 2021-08-05 07:45:12.000000 2021-08-05 06:53:54.000000 175.0 331.0 3938.0 2021-08-05 07:45:12.000000 0.16.4 46.0 57.0 80.0 pipx 466.0 4.0 https://pypi.org/project/pipx 2021-08-05 07:45:12.000000 4.0 82223.0 82223.0 3.0
122 120 pyinstrument https://github.com/joerick/pyinstrument Call stack profiler for Python. Shows you why your code is slow!. profiling 25 True joerick/pyinstrument https://github.com/joerick/pyinstrument BSD-3-Clause 2014-03-13 17:53:13.000000 2021-07-27 08:46:47.000000 2021-07-27 08:45:50.000000 120.0 66.0 3041.0 2021-07-27 08:46:47.000000 4.0.2 32.0 29.0 17.0 conda-forge/pyinstrument pyinstrument 435.0 299.0 https://pypi.org/project/pyinstrument 2021-07-27 08:46:47.000000 136.0 175788.0 177101.0 https://anaconda.org/conda-forge/pyinstrument 2021-05-03 13:06:12.737000 77482.0 3.0 -2.0
123 121 mamba https://github.com/mamba-org/mamba The Fast Cross-Platform Package Manager. dependency-managers 25 True mamba-org/mamba https://github.com/mamba-org/mamba BSD-3-Clause 2019-03-05 13:05:10.000000 2021-08-04 13:52:13.000000 2021-07-16 18:03:38.000000 110.0 377.0 1932.0 76.0 53.0 157.0 conda-forge/mamba 1388.0 342.0 342.0 37978.0 https://anaconda.org/conda-forge/mamba 2021-07-16 22:45:02.815000 1101385.0 3.0
124 122 uiautomator https://github.com/xiaocong/uiautomator Python wrapper of Android uiautomator test tool. testing 25 True xiaocong/uiautomator https://github.com/xiaocong/uiautomator MIT 2013-08-18 03:38:50.000000 2021-07-18 13:18:20.000000 2020-11-16 01:36:32.000000 594.0 117.0 1699.0 2020-11-16 03:43:07.000000 1.0.2 41.0 13.0 171.0 uiautomator 316.0 311.0 189.0 https://pypi.org/project/uiautomator 2020-11-16 03:43:07.000000 122.0 17725.0 17725.0 3.0
125 123 briefcase https://github.com/beeware/briefcase Tools to support converting a Python project into a standalone native application. packaging 25 True beeware/briefcase https://github.com/beeware/briefcase BSD-3-Clause 2015-07-28 15:20:03.000000 2021-07-19 21:10:54.000000 2021-07-10 07:21:52.000000 194.0 231.0 1191.0 2021-03-06 05:36:18.000000 0.3.5 35.0 82.0 105.0 briefcase 1195.0 24.0 https://pypi.org/project/briefcase 2021-03-06 05:37:12.000000 24.0 2402.0 2402.0 2.0
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 20:43:31.000000 2021-06-24 10:22:24.000000 2021-06-21 17:02:47.000000 129.0 301.0 608.0 2020-05-16 12:35:26.000000 0.4.2 16.0 54.0 111.0 conda-forge/asv asv 1890.0 266.0 178.0 https://pypi.org/project/asv 2020-05-16 12:33:41.000000 88.0 20746.0 29964.0 https://anaconda.org/conda-forge/asv 2021-06-05 06:23:49.053000 507006.0 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 14:53:00.000000 2021-01-13 12:56:13.000000 2019-09-25 19:17:09.000000 203.0 78.0 575.0 2019-03-29 17:57:28.000000 0.7.1 56.0 37.0 57.0 ['sphinx'] sphinx-bootstrap-theme 393.0 3077.0 2101.0 https://pypi.org/project/sphinx-bootstrap-theme 2019-03-29 17:57:28.000000 976.0 32713.0 32713.0 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 02:55:56.000000 2021-07-16 15:02:56.000000 2021-06-30 14:31:15.000000 85.0 48.0 565.0 2020-03-02 14:42:32.000000 2.0.2 22.0 34.0 13.0 conda-forge/pyhamcrest pyhamcrest 3392.0 https://pypi.org/project/pyhamcrest 2020-03-02 14:42:32.000000 3392.0 1012125.0 1018049.0 https://anaconda.org/conda-forge/pyhamcrest 2020-03-02 15:36:14.195000 373236.0 3.0
129 127 setuptools_scm https://github.com/pypa/setuptools_scm the blessed package to manage your versions by scm tags. build-tools 25 True pypa/setuptools_scm https://github.com/pypa/setuptools_scm MIT 2015-07-01 17:57:56.000000 2021-08-05 14:00:54.000000 2021-08-02 17:21:19.000000 135.0 266.0 476.0 2020-12-13 22:17:40.000000 5.0.1 47.0 89.0 76.0 conda-forge/setuptools_scm setuptools_scm 694.0 https://pypi.org/project/setuptools_scm 2018-08-09 06:35:57.000000 694.0 10861804.0 10872776.0 https://anaconda.org/conda-forge/setuptools_scm 2021-03-17 16:05:30.451000 713227.0 3.0
130 128 paver https://github.com/paver/paver Python-based project scripting. build-tools 25 True paver/paver https://github.com/paver/paver BSD-3-Clause 2010-11-11 09:43:52.000000 2021-06-21 14:55:20.000000 2021-06-21 14:55:20.000000 78.0 93.0 443.0 2017-12-31 01:13:41.000000 1.3.4 28.0 45.0 37.0 conda-forge/paver paver 534.0 1908.0 https://pypi.org/project/paver 2017-12-31 01:13:41.000000 1908.0 31401.0 31799.0 https://anaconda.org/conda-forge/paver 2018-07-24 12:48:36.122000 22688.0 3.0
131 129 sphinx-autodoc-typehints https://github.com/agronholm/sphinx-autodoc-typehints Type hints support for the Sphinx autodoc extension. documentation 25 True agronholm/sphinx-autodoc-typehints https://github.com/agronholm/sphinx-autodoc-typehints MIT 2015-09-21 20:41:41.000000 2021-05-20 18:56:40.000000 2021-04-15 00:19:06.000000 65.0 70.0 351.0 2020-10-12 20:37:53.000000 1.11.1 28.0 29.0 47.0 ['sphinx'] conda-forge/sphinx-autodoc-typehints sphinx-autodoc-typehints 174.0 1380.0 https://pypi.org/project/sphinx-autodoc-typehints 2020-10-12 20:37:53.000000 1380.0 264440.0 268952.0 https://anaconda.org/conda-forge/sphinx-autodoc-typehints 2021-04-15 04:06:00.666000 203046.0 2.0
132 130 sphinx-autobuild https://github.com/executablebooks/sphinx-autobuild Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a livereload enabled.. documentation 25 True executablebooks/sphinx-autobuild https://github.com/executablebooks/sphinx-autobuild MIT 2013-12-25 17:09:56.000000 2021-06-24 02:56:51.000000 2021-03-14 13:43:08.000000 49.0 44.0 338.0 2021-03-14 13:46:47.000000 2021.3.14 15.0 17.0 12.0 ['sphinx'] conda-forge/sphinx-autobuild sphinx-autobuild 4682.0 https://pypi.org/project/sphinx-autobuild 2021-03-14 13:46:47.000000 4682.0 159614.0 160919.0 https://anaconda.org/conda-forge/sphinx-autobuild 2021-03-14 17:15:24.297000 67882.0 2.0
133 131 darglint https://github.com/terrencepreilly/darglint A python documentation linter which checks that the docstring description matches the definition. linters 25 True terrencepreilly/darglint https://github.com/terrencepreilly/darglint MIT 2017-09-25 14:11:21.000000 2021-06-01 22:35:18.000000 2021-04-04 23:02:21.000000 27.0 91.0 334.0 2021-02-22 05:24:56.000000 1.7.0 47.0 21.0 41.0 conda-forge/darglint darglint 495.0 702.0 682.0 https://pypi.org/project/darglint 2021-02-22 05:24:56.000000 20.0 176443.0 177153.0 https://anaconda.org/conda-forge/darglint 2021-04-05 00:44:14.308000 16331.0 2.0
134 132 check-manifest https://github.com/mgedmin/check-manifest Tool to check the completeness of MANIFEST.in for Python packages. linters 25 True mgedmin/check-manifest https://github.com/mgedmin/check-manifest MIT 2013-03-05 15:27:20.000000 2021-06-13 13:28:36.000000 2021-06-13 13:28:19.000000 30.0 71.0 236.0 40.0 19.0 15.0 conda-forge/check-manifest check-manifest 521.0 8265.0 6461.0 https://pypi.org/project/check-manifest 2021-01-04 14:37:14.000000 1804.0 185246.0 186188.0 https://anaconda.org/conda-forge/check-manifest 2021-01-04 16:36:49.618000 30146.0 2.0
135 133 flake8-quotes https://github.com/zheller/flake8-quotes Flake8 extension for checking quotes in python. linters 25 False zheller/flake8-quotes https://github.com/zheller/flake8-quotes MIT 2014-03-10 00:05:08.000000 2020-06-06 07:55:44.000000 2020-05-12 23:46:18.000000 33.0 39.0 130.0 2020-05-12 23:46:28.000000 3.2.0 37.0 28.0 3.0 ['flake8'] conda-forge/flake8-quotes flake8-quotes 99.0 4792.0 3388.0 https://pypi.org/project/flake8-quotes 2020-05-12 23:46:28.000000 1404.0 581649.0 591291.0 https://anaconda.org/conda-forge/flake8-quotes 2020-05-13 00:39:59.431000 568878.0 2.0
136 134 flake8-isort https://github.com/gforcada/flake8-isort flake8 plugin that integrates isort. linters 25 True gforcada/flake8-isort https://github.com/gforcada/flake8-isort GPL-2.0 2015-09-12 19:25:34.000000 2021-06-09 07:48:32.414000 2020-08-11 08:04:26.000000 35.0 37.0 112.0 2020-08-11 08:04:21.000000 4.0.0 31.0 28.0 9.0 ['flake8'] conda-forge/flake8-isort flake8-isort 257.0 4208.0 3280.0 https://pypi.org/project/flake8-isort 2020-08-11 08:04:21.000000 928.0 439615.0 440187.0 https://anaconda.org/conda-forge/flake8-isort 2021-06-09 07:48:32.414000 12590.0 2.0
137 135 notifiers https://github.com/liiight/notifiers The easy way to send notifications. logging 24 True liiight/notifiers https://github.com/liiight/notifiers MIT 2017-06-01 10:20:18.000000 2021-08-05 10:46:26.000000 2021-07-19 21:02:44.000000 75.0 53.0 1939.0 2019-10-05 13:00:41.000000 1.2.1 26.0 15.0 38.0 notifiers 380.0 158.0 152.0 https://pypi.org/project/notifiers 2019-10-05 13:00:41.000000 6.0 308014.0 308014.0 3.0
138 136 pytest-testinfra https://github.com/pytest-dev/pytest-testinfra Testinfra test your infrastructures. testing 24 True pytest-dev/pytest-testinfra https://github.com/pytest-dev/pytest-testinfra Apache-2.0 2015-03-15 20:49:52.000000 2021-07-04 15:22:57.000000 2021-07-04 15:22:57.000000 274.0 198.0 1932.0 2021-06-20 21:23:39.000000 6.4.0 5.0 104.0 111.0 ['pytest'] pytest-testinfra 665.0 0.0 https://pypi.org/project/pytest-testinfra 2021-06-20 21:23:39.000000 0.0 109559.0 109559.0 3.0
139 137 dephell https://github.com/dephell/dephell Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build.. dependency-managers 24 True dephell/dephell https://github.com/dephell/dephell MIT 2018-08-31 17:39:18.000000 2021-01-11 21:31:40.000000 2021-01-11 21:31:39.000000 97.0 161.0 1721.0 2020-04-28 06:31:17.000000 .0.8.3 30.0 37.0 100.0 dephell 2145.0 276.0 268.0 https://pypi.org/project/dephell 2020-04-28 06:29:24.000000 8.0 17729.0 17734.0 3.0 147.0
140 138 pyarmor https://github.com/dashingsoft/pyarmor A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts. security 24 False dashingsoft/pyarmor https://github.com/dashingsoft/pyarmor SGI-B-2.0 2017-08-26 04:11:53.000000 2021-08-05 05:33:27.000000 2021-08-05 05:28:14.000000 141.0 525.0 1095.0 2021-08-01 12:44:02.000000 6.7.4 224.0 16.0 11.0 pyarmor 3184.0 239.0 229.0 https://pypi.org/project/pyarmor 2021-08-01 12:38:32.000000 10.0 38416.0 38416.0 3.0 18.0
141 139 pdoc https://github.com/mitmproxy/pdoc API Documentation for Python Projects. documentation 24 True mitmproxy/pdoc https://github.com/mitmproxy/pdoc Unlicense 2013-08-04 21:12:50.000000 2021-08-03 12:12:17.000000 2021-08-03 12:12:17.000000 112.0 171.0 982.0 2021-07-28 14:58:47.000000 7.2.0 67.0 31.0 7.0 pdoc 644.0 356.0 https://pypi.org/project/pdoc 2021-07-28 14:58:47.000000 288.0 68187.0 68187.0 3.0
142 140 pympler https://github.com/pympler/pympler Development tool to measure, monitor and analyze the memory behavior of Python objects in a running Python application. profiling 24 True pympler/pympler https://github.com/pympler/pympler Apache-2.0 2012-10-04 23:35:16.000000 2021-05-25 14:39:54.000000 2020-10-15 19:16:49.000000 67.0 46.0 795.0 2016-03-31 11:48:42.000000 0.4.3 15.0 26.0 33.0 conda-forge/pympler pympler 443.0 478.0 https://pypi.org/project/pympler 2020-10-14 20:27:50.000000 478.0 213973.0 217162.0 https://anaconda.org/conda-forge/pympler 2020-10-14 22:08:39.935000 169067.0 3.0
143 141 pylama https://github.com/klen/pylama Code audit tool for python. linters 24 False klen/pylama https://github.com/klen/pylama LGPL-3.0 2012-08-17 10:10:10.000000 2021-04-25 06:43:44.000000 2019-04-10 18:20:19.000000 77.0 53.0 793.0 2019-04-10 18:20:47.000000 7.7.1 99.0 41.0 72.0 pylama 689.0 3578.0 2574.0 https://pypi.org/project/pylama 2019-04-10 18:20:47.000000 1004.0 86155.0 86155.0 3.0
144 142 pytest-watch https://github.com/joeyespo/pytest-watch Local continuous test runner with pytest and watchdog. testing 24 False joeyespo/pytest-watch https://github.com/joeyespo/pytest-watch MIT 2015-01-12 02:08:20.000000 2021-01-29 17:57:16.000000 2019-06-15 20:36:43.000000 48.0 41.0 577.0 2018-05-20 19:52:16.000000 4.2.0 17.0 16.0 39.0 ['pytest'] conda-forge/pytest-watch pytest-watch 183.0 3318.0 2536.0 https://pypi.org/project/pytest-watch 2018-05-20 19:52:16.000000 782.0 229338.0 230442.0 https://anaconda.org/conda-forge/pytest-watch 2021-01-18 20:02:36.906000 47501.0 3.0
145 143 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 14:21:10.000000 2021-08-05 09:33:44.000000 2021-08-05 09:06:18.000000 28.0 84.0 485.0 2021-08-05 09:35:17.000000 1.1.2 36.0 16.0 28.0 ['pytest'] conda-forge/pytest-testmon pytest-testmon 283.0 430.0 332.0 https://pypi.org/project/pytest-testmon 2021-08-05 09:17:07.000000 98.0 70998.0 71749.0 https://anaconda.org/conda-forge/pytest-testmon 2019-08-03 00:17:17.063000 31583.0 3.0
146 144 Mamba Test Runner https://github.com/nestorsalceda/mamba The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD). testing 24 True nestorsalceda/mamba https://github.com/nestorsalceda/mamba MIT 2013-03-12 18:53:42.000000 2021-06-01 21:27:30.000000 2020-11-16 12:31:58.000000 64.0 52.0 472.0 2020-11-16 12:36:24.000000 0.11.2 21.0 22.0 45.0 mamba 468.0 220.0 https://pypi.org/project/mamba 2020-11-16 12:35:41.000000 220.0 18558.0 18558.0 3.0
147 145 interrogate https://github.com/econchick/interrogate Explain yourself! Interrogate a codebase for docstring coverage. documentation 24 True econchick/interrogate https://github.com/econchick/interrogate MIT 2020-04-24 02:33:25.000000 2021-08-02 07:07:24.000000 2021-07-07 12:34:25.000000 21.0 20.0 295.0 2020-11-03 22:11:18.000000 1.3.2 13.0 11.0 11.0 interrogate 152.0 755.0 755.0 https://pypi.org/project/interrogate 2021-05-15 00:17:44.000000 0.0 174991.0 174991.0 3.0
148 146 py2exe https://github.com/py2exe/py2exe A distutils extension to create standalone Windows programs from Python code. packaging 24 True py2exe/py2exe https://github.com/py2exe/py2exe MIT 2019-03-11 13:16:35.000000 2021-07-01 13:47:20.000000 2021-04-24 12:57:17.000000 41.0 68.0 267.0 2021-04-24 13:10:04.000000 0.10.4.0 10.0 14.0 9.0 py2exe 965.0 1566.0 1220.0 https://pypi.org/project/py2exe 2021-04-24 13:15:25.000000 346.0 23263.0 23617.0 2.0 10292.0
149 147 flake8-import-order https://github.com/PyCQA/flake8-import-order Flake8 plugin that checks import order against various Python Style Guides. linters 24 True PyCQA/flake8-import-order https://github.com/PyCQA/flake8-import-order LGPL-3.0 2014-03-16 12:46:09.000000 2021-03-12 04:22:24.000000 2020-08-04 12:21:12.000000 61.0 85.0 242.0 2019-03-04 08:39:11.000000 0.18.1 34.0 40.0 11.0 ['flake8'] conda-forge/flake8-import-order flake8-import-order 274.0 1892.0 https://pypi.org/project/flake8-import-order 2019-03-04 08:39:11.000000 1892.0 300060.0 303468.0 https://anaconda.org/conda-forge/flake8-import-order 2019-03-06 03:48:48.199000 194278.0 3.0
150 148 asteval https://github.com/newville/asteval minimalistic evaluator of python expression using ast module. ast 24 True newville/asteval https://github.com/newville/asteval MIT 2012-03-31 22:10:33.000000 2021-07-26 22:35:23.000000 2021-07-26 22:35:22.000000 32.0 45.0 124.0 2021-06-22 12:00:47.000000 0.9.25 25.0 19.0 6.0 conda-forge/asteval asteval 412.0 833.0 595.0 https://pypi.org/project/asteval 2021-06-22 12:00:47.000000 238.0 209699.0 212011.0 https://anaconda.org/conda-forge/asteval 2021-02-27 14:24:12.922000 134126.0 3.0
151 149 xdoctest https://github.com/Erotemic/xdoctest A rewrite of Python's builtin doctest module (with pytest plugin integration) but without all the weirdness. testing 24 True Erotemic/xdoctest https://github.com/Erotemic/xdoctest Apache-2.0 2017-09-24 01:59:02.000000 2021-08-01 19:08:23.000000 2021-06-28 00:25:37.000000 5.0 17.0 96.0 2021-06-28 14:00:50.000000 0.15.5 57.0 5.0 16.0 xdoctest 606.0 1317.0 1265.0 https://pypi.org/project/xdoctest 2021-06-28 02:23:53.000000 52.0 81521.0 81521.0 3.0 conda-forge/xdoctest
152 150 Bpytop https://github.com/aristocratos/bpytop Linux/OSX/FreeBSD resource monitor. profiling 23 True aristocratos/bpytop https://github.com/aristocratos/bpytop Apache-2.0 2020-07-01 17:41:25.000000 2021-06-12 15:56:25.000000 2021-06-07 14:43:41.000000 264.0 203.0 6917.0 2021-06-07 14:44:29.000000 1.0.67 52.0 30.0 44.0 bpytop 398.0 0.0 https://pypi.org/project/bpytop 2021-06-07 14:44:29.000000 0.0 8831.0 8831.0 3.0
153 151 icecream https://github.com/gruns/icecream Never use print() to debug again. debugging 23 True gruns/icecream https://github.com/gruns/icecream MIT 2018-02-13 18:56:12.000000 2021-07-22 18:00:48.000000 2021-07-22 18:00:48.000000 102.0 54.0 5237.0 2021-06-22 20:52:25.000000 2.1.1 15.0 15.0 19.0 icecream 211.0 6.0 https://pypi.org/project/icecream 2021-06-22 20:47:50.000000 6.0 74122.0 74122.0 3.0
154 152 rebound https://github.com/shobrook/rebound Command-line tool that instantly fetches Stack Overflow results when an exception is thrown. logging 23 True shobrook/rebound https://github.com/shobrook/rebound MIT 2017-05-29 17:11:25.872000 2021-07-22 13:31:49.000000 2021-01-04 03:14:37.000000 342.0 38.0 3680.0 2021-07-22 13:31:49.000000 3.17.4 169.0 16.0 20.0 conda-forge/rebound rebound 166.0 34.0 20.0 https://pypi.org/project/rebound 2021-07-22 13:31:49.000000 14.0 2775.0 5593.0 https://anaconda.org/conda-forge/rebound 2021-06-21 03:42:52.461000 143526.0 3.0 171.0
155 153 MonkeyType https://github.com/Instagram/MonkeyType A system for Python that generates static type annotations by collecting runtime types. refactoring 23 True Instagram/MonkeyType https://github.com/Instagram/MonkeyType BSD-3-Clause 2017-07-11 00:19:00.000000 2021-07-06 17:00:28.000000 2021-07-06 17:00:21.000000 126.0 110.0 3464.0 2021-05-21 22:24:36.000000 21.5.0 21.0 37.0 37.0 conda-forge/monkeytype monkeytype 166.0 132.0 https://pypi.org/project/monkeytype 2021-05-21 22:24:36.000000 34.0 29260.0 30060.0 https://anaconda.org/conda-forge/monkeytype 2021-05-22 12:13:35.937000 34420.0 2.0
156 154 alive-progress https://github.com/rsalmei/alive-progress A new kind of Progress Bar, with real time throughput, ETA and very cool animations!. logging 23 True rsalmei/alive-progress https://github.com/rsalmei/alive-progress MIT 2019-08-05 05:54:30.000000 2021-07-03 20:35:32.000000 2021-01-08 01:36:09.000000 100.0 51.0 2577.0 2021-01-08 01:37:28.000000 1.6.2 19.0 1.0 21.0 conda-forge/alive-progress alive-progress 246.0 368.0 368.0 https://pypi.org/project/alive-progress 2021-01-08 01:37:28.000000 0.0 17487.0 17967.0 https://anaconda.org/conda-forge/alive-progress 2021-01-08 03:33:35.990000 8649.0 3.0
157 155 pyupgrade https://github.com/asottile/pyupgrade A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language. refactoring 23 True asottile/pyupgrade https://github.com/asottile/pyupgrade MIT 2017-02-28 17:50:31.000000 2021-08-04 19:27:44.748000 2021-08-04 17:50:42.000000 74.0 199.0 1068.0 2021-08-04 17:51:17.000000 2.23.3 111.0 19.0 15.0 conda-forge/pyupgrade pyupgrade 740.0 10.0 https://pypi.org/project/pyupgrade 2021-08-04 17:51:17.000000 10.0 144770.0 152533.0 https://anaconda.org/conda-forge/pyupgrade 2021-08-04 19:27:44.748000 240679.0 2.0
158 156 snoop https://github.com/alexmojaki/snoop A powerful set of Python debugging tools, based on PySnooper. debugging 23 True alexmojaki/snoop https://github.com/alexmojaki/snoop MIT 2019-05-13 18:45:35.000000 2021-07-05 21:53:54.000000 2021-07-05 21:53:35.000000 21.0 16.0 615.0 2021-07-05 21:53:54.000000 0.4.0 11.0 20.0 16.0 snoop 400.0 65.0 57.0 https://pypi.org/project/snoop 2021-07-05 21:53:54.000000 8.0 25922.0 25922.0 3.0
159 157 redbaron https://github.com/PyCQA/redbaron Bottom-up approach to refactoring in python. refactoring 23 False pycqa/redbaron https://github.com/PyCQA/redbaron LGPL-3.0+ 2014-03-23 05:34:39.000000 2020-12-13 18:51:56.000000 2019-08-11 17:42:44.000000 66.0 46.0 606.0 2019-03-17 19:03:54.000000 0.9.2 15.0 34.0 59.0 redbaron 1669.0 482.0 310.0 https://pypi.org/project/redbaron 2019-03-17 18:59:01.000000 172.0 33649.0 33649.0 2.0
160 158 nox https://github.com/theacodes/nox Flexible test automation for Python. testing 23 True theacodes/nox https://github.com/theacodes/nox Apache-2.0 2016-02-24 04:02:58.000000 2021-07-12 19:14:14.000000 2021-07-10 09:40:05.000000 95.0 187.0 593.0 2021-06-13 05:12:23.000000 2021.6.12 20.0 60.0 35.0 ['pytest'] conda-forge/nox nox 56.0 https://pypi.org/project/nox 2021-06-13 05:12:23.000000 56.0 333472.0 334550.0 https://anaconda.org/conda-forge/nox 2021-06-20 09:53:07.394000 36685.0 3.0
161 159 prettytable https://github.com/jazzband/prettytable Display tabular data in a visually appealing ASCII table format. logging 23 False jazzband/prettytable https://github.com/jazzband/prettytable BSD-1-Clause 2016-01-15 02:39:17.000000 2021-08-05 09:01:22.000000 2021-06-07 08:44:46.000000 75.0 33.0 520.0 2021-03-02 19:34:23.000000 2.1.0 14.0 29.0 23.0 conda-forge/prettytable prettytable 335.0 0.0 https://pypi.org/project/prettytable 2021-03-02 19:34:23.000000 0.0 3726724.0 3731416.0 https://anaconda.org/conda-forge/prettytable 2021-03-02 22:49:12.885000 290946.0 3.0
162 160 pytest-randomly https://github.com/pytest-dev/pytest-randomly Pytest plugin to randomly order tests and control random.seed. testing 23 True pytest-dev/pytest-randomly https://github.com/pytest-dev/pytest-randomly MIT 2016-04-08 15:48:10.000000 2021-08-04 19:33:26.000000 2021-08-04 19:33:25.000000 22.0 36.0 342.0 2021-05-10 11:00:33.000000 3.8.0 23.0 16.0 7.0 pytest-randomly 214.0 https://pypi.org/project/pytest-randomly 2021-05-10 11:00:33.000000 214.0 278197.0 278197.0 3.0
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 12:15:56.000000 2021-08-04 19:33:24.000000 2021-08-04 19:33:23.000000 13.0 30.0 287.0 2021-05-10 12:24:46.000000 3.5.0 27.0 10.0 7.0 ['flake8'] conda-forge/flake8-comprehensions flake8-comprehensions 714.0 https://pypi.org/project/flake8-comprehensions 2021-05-10 12:24:46.000000 714.0 536997.0 543779.0 https://anaconda.org/conda-forge/flake8-comprehensions 2021-05-10 17:44:18.389000 386626.0 3.0
164 162 docformatter https://github.com/myint/docformatter Formats docstrings to follow PEP 257. formatters 23 True myint/docformatter https://github.com/myint/docformatter MIT 2012-05-26 21:40:48.000000 2021-05-27 20:08:06.000000 2020-12-27 18:10:35.000000 31.0 22.0 223.0 2019-11-10 16:23:03.000000 1.3.1 48.0 15.0 27.0 docformatter 441.0 780.0 670.0 https://pypi.org/project/docformatter 2020-12-27 18:11:12.000000 110.0 67989.0 67989.0 3.0
165 163 flake8-eradicate https://github.com/wemake-services/flake8-eradicate Flake8 plugin to find commented out or dead code. linters 23 True wemake-services/flake8-eradicate https://github.com/wemake-services/flake8-eradicate MIT 2018-09-21 06:58:51.000000 2021-07-08 02:15:54.000000 2021-07-08 02:15:53.000000 7.0 25.0 193.0 2021-06-22 10:21:07.000000 1.1.0 11.0 11.0 1.0 ['flake8'] flake8-eradicate 318.0 72.0 https://pypi.org/project/flake8-eradicate 2021-06-22 10:20:25.000000 72.0 211470.0 211470.0 3.0
166 164 py2app https://github.com/ronaldoussoren/py2app py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins.. packaging 23 True ronaldoussoren/py2app https://github.com/ronaldoussoren/py2app MIT 2020-01-14 11:27:41.000000 2021-05-14 20:21:54.000000 2021-04-06 08:23:10.000000 9.0 198.0 140.0 2021-04-06 08:27:25.000000 0.24 39.0 24.0 153.0 py2app 598.0 5384.0 3742.0 https://pypi.org/project/py2app 2021-04-06 08:25:30.000000 1642.0 11590.0 11590.0 3.0
167 165 flake8-black https://github.com/peterjc/flake8-black flake8 plugin to run black for checking Python coding style. linters 23 True peterjc/flake8-black https://github.com/peterjc/flake8-black MIT 2019-01-10 14:40:26.000000 2021-07-17 00:37:54.092000 2021-07-16 22:58:49.000000 8.0 14.0 92.0 2021-07-16 22:59:22.000000 0.2.3 11.0 4.0 7.0 ['flake8'] conda-forge/flake8-black flake8-black 89.0 1078.0 1042.0 https://pypi.org/project/flake8-black 2021-07-16 22:59:22.000000 36.0 188717.0 193621.0 https://anaconda.org/conda-forge/flake8-black 2021-07-17 00:37:54.092000 127509.0 3.0
168 166 better-exceptions https://github.com/Qix-/better-exceptions Pretty and useful exceptions in Python, automatically. logging 22 True Qix-/better-exceptions https://github.com/Qix-/better-exceptions MIT 2017-03-12 11:23:04.000000 2021-01-29 16:48:55.000000 2021-01-29 16:48:11.000000 195.0 41.0 3995.0 2021-01-29 16:48:55.000000 0.3.3 16.0 14.0 29.0 better-exceptions 97.0 74.0 https://pypi.org/project/better-exceptions 2021-01-29 16:48:55.000000 74.0 27990.0 27990.0 3.0
169 167 vprof https://github.com/nvdv/vprof Visual profiler for Python. profiling 22 True nvdv/vprof https://github.com/nvdv/vprof BSD-2-Clause 2015-06-29 03:59:39.000000 2021-02-20 07:50:28.000000 2021-02-20 07:47:40.000000 165.0 56.0 3756.0 2018-06-24 14:16:36.000000 0.37.6 24.0 17.0 24.0 vprof 619.0 93.0 75.0 https://pypi.org/project/vprof 2020-02-29 13:31:59.000000 18.0 2849.0 2849.0 3.0
170 168 pyt https://github.com/python-security/pyt A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications. security 22 False python-security/pyt https://github.com/python-security/pyt GPL-2.0 2016-10-26 15:34:48.000000 2020-12-25 03:47:37.000000 2020-03-08 21:43:06.000000 224.0 76.0 2049.0 2018-11-01 16:02:57.000000 0.42 15.0 22.0 21.0 python-taint 1576.0 68.0 46.0 https://pypi.org/project/python-taint 2018-11-01 16:02:04.000000 22.0 2512.0 2513.0 3.0 64.0
171 169 sixpack https://github.com/sixpack/sixpack Sixpack is a language-agnostic a/b-testing framework. testing 22 True sixpack/sixpack https://github.com/sixpack/sixpack BSD-2-Clause 2012-11-15 00:01:06.000000 2021-08-03 05:52:12.000000 2020-08-26 00:32:16.000000 185.0 125.0 1696.0 2017-11-22 14:27:35.000000 2.7.0 37.0 56.0 88.0 sixpack 828.0 12.0 8.0 https://pypi.org/project/sixpack 2017-11-22 14:27:35.000000 4.0 410.0 410.0 3.0
172 170 Bowler https://github.com/facebookincubator/Bowler Safe code refactoring for modern Python. refactoring 22 True facebookincubator/Bowler https://github.com/facebookincubator/Bowler MIT 2018-06-07 21:44:17.000000 2021-03-01 11:41:45.000000 2021-02-21 23:09:11.000000 85.0 34.0 1307.0 2020-09-17 01:55:39.000000 0.9.0 8.0 26.0 46.0 conda-forge/bowler bowler 182.0 10.0 https://pypi.org/project/bowler 2020-09-17 01:55:39.000000 10.0 45300.0 45608.0 https://anaconda.org/conda-forge/bowler 2019-06-12 18:37:14.246000 10174.0 3.0
173 171 stackprinter https://github.com/cknd/stackprinter Debugging-friendly exceptions for Python. logging 22 True cknd/stackprinter https://github.com/cknd/stackprinter MIT 2018-09-05 10:58:47.000000 2021-03-18 20:44:50.000000 2021-01-01 18:48:26.000000 32.0 15.0 1141.0 2020-10-31 13:10:42.000000 0.2.5 14.0 6.0 9.0 stackprinter 159.0 69.0 65.0 https://pypi.org/project/stackprinter 2020-10-31 13:06:59.000000 4.0 23285.0 23285.0 3.0
174 172 cx_Freeze https://github.com/marcelotduarte/cx_Freeze Create standalone executables from Python scripts, with the same performance and is cross-platform. packaging 22 True marcelotduarte/cx_Freeze https://github.com/marcelotduarte/cx_Freeze PSF-2.0 2017-01-22 04:25:52.000000 2021-08-05 08:46:42.000000 2021-08-04 06:41:55.000000 161.0 614.0 759.0 2021-07-08 23:47:54.000000 6.7 26.0 90.0 62.0 conda-forge/cx_freeze cx_freeze 153.0 https://pypi.org/project/cx_freeze 2017-12-16 18:09:35.000000 153.0 53565.0 56372.0 https://anaconda.org/conda-forge/cx_freeze 2021-07-15 06:40:42.917000 87037.0 3.0
175 173 pycco https://github.com/pycco-docs/pycco Literate-style documentation generator. documentation 22 False pycco-docs/pycco https://github.com/pycco-docs/pycco MIT 2010-06-29 07:02:31.000000 2021-03-29 17:53:40.000000 2019-12-20 19:59:49.000000 132.0 28.0 750.0 2018-07-25 01:42:48.000000 0.6.0 11.0 36.0 27.0 pycco 222.0 449.0 225.0 https://pypi.org/project/pycco 2018-07-25 01:42:48.000000 224.0 2544.0 2544.0 3.0
176 174 pynsist https://github.com/takluyver/pynsist Build Windows installers for Python applications. packaging 22 True takluyver/pynsist https://github.com/takluyver/pynsist MIT 2014-03-30 19:11:21.000000 2021-06-21 13:21:11.000000 2021-06-21 13:21:11.000000 101.0 130.0 719.0 2020-07-03 08:11:24.000000 2.5.1 21.0 28.0 25.0 pynsist 543.0 88.0 https://pypi.org/project/pynsist 2021-03-28 16:28:58.000000 88.0 3673.0 3673.0 3.0
177 175 python-hunter https://github.com/ionelmc/python-hunter Hunter is a flexible code tracing toolkit. debugging 22 True ionelmc/python-hunter https://github.com/ionelmc/python-hunter BSD-2-Clause 2015-03-16 18:03:16.000000 2021-07-26 06:53:05.000000 2021-06-23 16:06:47.000000 33.0 49.0 635.0 2021-06-23 20:47:14.000000 3.3.8 45.0 8.0 37.0 hunter 957.0 97.0 63.0 https://pypi.org/project/hunter 2021-06-23 20:47:14.000000 34.0 7471.0 7471.0 3.0
178 176 baron https://github.com/PyCQA/baron IDE allow you to refactor code, Baron allows you to write refactoring code. refactoring 22 False PyCQA/baron https://github.com/PyCQA/baron LGPL-3.0 2013-03-21 12:19:00.000000 2021-01-31 10:24:10.000000 2020-02-10 02:47:14.000000 50.0 29.0 259.0 2019-02-25 23:55:38.000000 0.8 19.0 31.0 46.0 baron 1489.0 277.0 165.0 https://pypi.org/project/baron 2019-02-01 15:17:04.000000 112.0 33900.0 33900.0 3.0
179 177 pytest-lazy-fixture https://github.com/TvoroG/pytest-lazy-fixture It helps to use fixtures in pytest.mark.parametrize. testing 22 True tvorog/pytest-lazy-fixture https://github.com/TvoroG/pytest-lazy-fixture MIT 2016-09-29 23:52:48.000000 2021-07-09 17:10:56.000000 2021-07-09 17:10:56.000000 15.0 19.0 199.0 2020-02-01 18:04:00.000000 0.6.3 12.0 8.0 15.0 ['pytest'] conda-forge/pytest-lazy-fixture pytest-lazy-fixture 94.0 433.0 371.0 https://pypi.org/project/pytest-lazy-fixture 2020-02-01 18:04:00.000000 62.0 178091.0 183186.0 https://anaconda.org/conda-forge/pytest-lazy-fixture 2020-02-01 18:49:47.818000 264959.0 3.0
180 178 xenon https://github.com/rubik/xenon Monitoring tool based on radon. code-metrics 22 True rubik/xenon https://github.com/rubik/xenon MIT 2014-02-14 14:19:20.000000 2021-07-11 08:58:33.000000 2021-05-26 07:12:14.000000 14.0 24.0 185.0 2021-05-26 07:12:42.000000 0.7.3 19.0 7.0 6.0 conda-forge/xenon xenon 104.0 351.0 227.0 https://pypi.org/project/xenon 2021-05-26 07:12:42.000000 124.0 59315.0 59584.0 https://anaconda.org/conda-forge/xenon 2019-10-12 20:39:43.883000 12390.0 3.0
181 179 data-science-types https://github.com/predictive-analytics-lab/data-science-types Mypy stubs, i.e., type information, for numpy, pandas and matplotlib. linters 22 True predictive-analytics-lab/data-science-types https://github.com/predictive-analytics-lab/data-science-types Apache-2.0 2019-09-20 11:45:49.000000 2021-02-16 17:29:01.000000 2021-02-16 17:29:00.000000 57.0 23.0 185.0 2021-02-16 16:47:31.000000 0.2.23 26.0 44.0 39.0 data-science-types 446.0 106.0 106.0 https://pypi.org/project/data-science-types 2021-02-16 16:45:03.000000 0.0 54712.0 54712.0 3.0
182 180 releases https://github.com/bitprophet/releases A powerful Sphinx changelog-generating extension. documentation 22 False bitprophet/releases https://github.com/bitprophet/releases BSD-2-Clause 2013-09-16 03:56:37.000000 2020-01-30 01:07:19.000000 2020-01-26 03:27:03.000000 38.0 42.0 159.0 2020-01-11 00:29:49.000000 1.6.3 32.0 10.0 30.0 ['sphinx'] releases 520.0 1068.0 362.0 https://pypi.org/project/releases 2020-01-11 00:29:49.000000 706.0 4086.0 4086.0 3.0
183 181 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 09:25:13.000000 2021-02-14 21:22:27.000000 2019-06-17 12:14:38.000000 19.0 25.0 125.0 2018-03-19 16:49:31.000000 2.0.0 19.0 9.0 5.0 ['flake8'] flake8-commas 165.0 2264.0 1714.0 https://pypi.org/project/flake8-commas 2018-03-19 16:49:31.000000 550.0 238991.0 238991.0 3.0
184 182 memory_profiler https://github.com/fabianp/memory_profiler Monitor Memory usage of Python code. profiling 22 False fabianp/memory_profiler https://github.com/fabianp/memory_profiler BSD-3-Clause 2016-05-26 17:45:08.632000 2020-10-20 18:00:58.207000 2018-06-28 13:35:12.000000 12.0 63.0 2018-08-16 03:16:49.000000 0.54.0 52.0 61.0 conda-forge/memory_profiler memory_profiler 500.0 534.0 https://pypi.org/project/memory_profiler 2018-08-16 03:16:49.000000 534.0 295751.0 297780.0 https://anaconda.org/conda-forge/memory_profiler 2020-10-20 18:00:58.207000 127875.0 3.0
185 183 pyrasite https://github.com/lmacken/pyrasite Inject code into running Python processes. debugging 21 False lmacken/pyrasite https://github.com/lmacken/pyrasite GPL-3.0 2011-09-10 06:01:20.000000 2021-06-04 01:31:20.000000 2017-03-13 17:42:17.000000 190.0 15.0 2555.0 13.0 20.0 40.0 pyrasite 274.0 40.0 34.0 https://pypi.org/project/pyrasite 2012-05-09 19:11:33.000000 6.0 16157.0 16157.0 3.0
186 184 pyannotate https://github.com/dropbox/pyannotate Auto-generate PEP-484 annotations. refactoring 21 True dropbox/pyannotate https://github.com/dropbox/pyannotate Apache-2.0 2017-11-13 20:18:08.000000 2021-07-30 02:31:09.000000 2021-03-19 18:13:03.000000 48.0 33.0 1223.0 2019-09-16 15:37:03.000000 1.2.0 9.0 16.0 26.0 pyannotate 94.0 89.0 63.0 https://pypi.org/project/pyannotate 2019-09-16 15:37:03.000000 26.0 4961.0 4961.0 3.0
187 185 shiv https://github.com/linkedin/shiv shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all.. packaging 21 True linkedin/shiv https://github.com/linkedin/shiv BSD-2-Clause 2018-03-13 18:46:23.000000 2021-06-28 22:10:57.000000 2021-06-28 22:10:43.000000 69.0 60.0 1220.0 2021-04-27 16:06:42.000000 0.5.1 56.0 33.0 27.0 shiv 10.0 https://pypi.org/project/shiv 2021-04-30 16:25:28.000000 10.0 7807.0 7812.0 3.0 140.0
188 186 wily https://github.com/tonybaloney/wily A Python application for tracking, reporting on timing and complexity in Python code. code-metrics 21 True tonybaloney/wily https://github.com/tonybaloney/wily Apache-2.0 2018-10-11 22:12:25.000000 2021-07-01 09:03:50.000000 2021-07-01 09:03:43.000000 45.0 52.0 791.0 2020-09-02 06:33:11.000000 1.19.0 46.0 16.0 28.0 wily 703.0 16.0 https://pypi.org/project/wily 2021-07-01 08:25:50.000000 16.0 12032.0 12032.0 3.0
189 187 mypy-protobuf https://github.com/dropbox/mypy-protobuf open source tools to generate mypy stubs from protobufs. linters 21 True dropbox/mypy-protobuf https://github.com/dropbox/mypy-protobuf Apache-2.0 2017-12-11 21:55:05.000000 2021-08-02 19:50:45.000000 2021-08-02 19:50:45.000000 57.0 77.0 371.0 34.0 27.0 6.0 mypy-protobuf 24.0 https://pypi.org/project/mypy-protobuf 2021-07-31 00:42:36.000000 24.0 554062.0 554062.0 3.0 -4.0
190 188 python-manhole https://github.com/ionelmc/python-manhole Debugging manhole for python applications. debugging 21 True ionelmc/python-manhole https://github.com/ionelmc/python-manhole BSD-2-Clause 2013-06-26 21:49:34.000000 2021-04-08 20:15:04.000000 2021-04-08 17:55:02.000000 15.0 15.0 311.0 2021-04-08 20:14:54.000000 1.8.0 22.0 10.0 5.0 manhole 484.0 136.0 70.0 https://pypi.org/project/manhole 2021-04-08 20:14:54.000000 66.0 9329.0 9329.0 3.0
191 189 assertpy https://github.com/ActivisionGameScience/assertpy Simple assertion library for unit testing in python with a fluent API. testing 21 False ActivisionGameScience/assertpy https://github.com/ActivisionGameScience/assertpy BSD-3-Clause 2017-11-21 01:38:07.332000 2020-07-19 15:23:26.710000 2019-10-30 17:50:10.000000 47.0 248.0 13.0 10.0 conda-forge/assertpy assertpy 279.0 124.0 https://pypi.org/project/assertpy 2020-07-19 14:39:02.000000 124.0 157355.0 157618.0 https://anaconda.org/conda-forge/assertpy 2020-07-19 15:23:26.710000 11846.0 3.0
192 190 pytest-docker https://github.com/avast/pytest-docker Docker-based integration tests. testing 21 True avast/pytest-docker https://github.com/avast/pytest-docker MIT 2017-03-07 04:51:13.000000 2021-06-14 12:23:31.000000 2021-06-14 12:23:20.000000 40.0 14.0 224.0 2021-06-14 12:12:56.000000 0.10.3 15.0 11.0 17.0 ['pytest'] pytest-docker 60.0 28.0 https://pypi.org/project/pytest-docker 2021-06-14 12:09:30.000000 28.0 34795.0 34799.0 3.0 80.0
193 191 mkdocs-pdf-export-plugin https://github.com/zhaoterryy/mkdocs-pdf-export-plugin An MkDocs plugin to export content pages as PDF files. documentation 21 False zhaoterryy/mkdocs-pdf-export-plugin https://github.com/zhaoterryy/mkdocs-pdf-export-plugin MIT 2018-02-20 15:06:51.000000 2021-06-08 19:16:26.000000 2020-07-23 01:35:13.000000 31.0 44.0 196.0 2020-07-23 01:35:39.000000 0.5.8 22.0 9.0 36.0 ['mkdocs'] mkdocs-pdf-export-plugin 68.0 146.0 142.0 https://pypi.org/project/mkdocs-pdf-export-plugin 2020-07-23 01:35:04.000000 4.0 11051.0 11051.0 3.0
194 192 dodgy https://github.com/landscapeio/dodgy Looks at Python code to search for things which look dodgy such as passwords or diffs. security 21 True landscapeio/dodgy https://github.com/landscapeio/dodgy MIT 2013-12-25 12:22:20.000000 2021-03-21 11:36:52.000000 2021-03-21 11:36:52.000000 18.0 3.0 90.0 2019-12-31 16:44:58.000000 0.2.1 10.0 14.0 8.0 conda-forge/dodgy dodgy 70.0 1889.0 1365.0 https://pypi.org/project/dodgy 2019-12-31 16:44:58.000000 524.0 143988.0 144401.0 https://anaconda.org/conda-forge/dodgy 2020-06-10 17:10:06.579000 24832.0 3.0
195 193 flake8-builtins https://github.com/gforcada/flake8-builtins Check for python builtins being used as variables or parameters. linters 21 True gforcada/flake8-builtins https://github.com/gforcada/flake8-builtins GPL-2.0 2016-03-02 00:26:51.000000 2021-04-21 08:08:02.000000 2021-04-14 06:13:26.000000 16.0 31.0 68.0 2020-05-14 10:45:01.000000 1.5.3 23.0 14.0 2.0 ['flake8'] conda-forge/flake8-builtins flake8-builtins 211.0 2918.0 2406.0 https://pypi.org/project/flake8-builtins 2020-05-14 10:45:01.000000 512.0 374782.0 376923.0 https://anaconda.org/conda-forge/flake8-builtins 2020-05-18 15:22:26.836000 122056.0 3.0
196 194 Profiling https://github.com/what-studio/profiling Was an interactive continuous Python profiler. profiling 20 True what-studio/profiling https://github.com/what-studio/profiling BSD-3-Clause 2014-09-03 10:35:57.000000 2020-08-24 01:31:58.000000 2020-08-24 01:31:58.000000 114.0 20.0 2994.0 2017-06-28 06:10:16.000000 0.1.3 3.0 18.0 15.0 profiling 433.0 41.0 36.0 https://pypi.org/project/profiling 2017-06-28 06:10:16.000000 5.0 2943.0 2943.0 3.0
197 195 PrettyErrors https://github.com/onelivesleft/PrettyErrors Prettify Python exception output to make it legible. logging 20 True onelivesleft/PrettyErrors https://github.com/onelivesleft/PrettyErrors MIT 2018-11-15 16:02:27.000000 2021-07-02 11:03:45.000000 2021-07-02 11:03:29.000000 65.0 30.0 2140.0 2021-07-02 11:03:45.000000 1.2.23 46.0 5.0 1.0 pretty_errors 128.0 0.0 https://pypi.org/project/pretty_errors 2021-07-02 11:03:45.000000 0.0 14436.0 14436.0 3.0
198 196 xar https://github.com/facebookincubator/xar executable archive format. packaging 20 True facebookincubator/xar https://github.com/facebookincubator/xar BSD-3-Clause 2017-06-29 18:15:26.000000 2021-07-21 17:45:24.000000 2021-07-21 17:45:19.000000 45.0 21.0 1468.0 2020-12-02 20:41:20.000000 20.12.2 3.0 23.0 8.0 xar 62.0 15.0 15.0 https://pypi.org/project/xar 2020-12-02 20:41:20.000000 181.0 181.0 3.0
199 197 mkdocstrings https://github.com/mkdocstrings/mkdocstrings Automatic documentation from sources, for MkDocs. documentation 20 True mkdocstrings/mkdocstrings https://github.com/mkdocstrings/mkdocstrings ISC 2019-12-09 18:09:09.000000 2021-07-25 18:39:31.000000 2021-06-09 21:25:32.000000 49.0 136.0 412.0 2021-06-09 21:24:38.000000 0.15.2 37.0 19.0 45.0 ['mkdocs'] conda-forge/mkdocstrings mkdocstrings 429.0 0.0 https://pypi.org/project/mkdocstrings 2021-06-09 21:24:38.000000 0.0 52753.0 53387.0 https://anaconda.org/conda-forge/mkdocstrings 2021-06-10 00:40:28.008000 6340.0 3.0
200 198 Fixit https://github.com/Instagram/Fixit Fixit is a Python Lint Framework based on LibCST. It comes with useful default lint rules for coding convention,.. linters 20 True Instagram/Fixit https://github.com/Instagram/Fixit MIT 2020-02-20 19:09:01.000000 2021-08-05 03:45:09.000000 2021-07-30 19:52:58.000000 38.0 25.0 265.0 2021-07-31 16:17:24.000000 0.1.4 6.0 26.0 32.0 fixit 158.0 7.0 7.0 https://pypi.org/project/fixit 2021-07-30 20:35:02.000000 0.0 946.0 946.0 3.0
201 199 blacken-docs https://github.com/asottile/blacken-docs Run `black` on python code blocks in documentation files. documentation 20 True asottile/blacken-docs https://github.com/asottile/blacken-docs MIT 2018-06-03 02:48:01.000000 2021-08-02 19:29:42.000000 2021-08-02 19:29:42.000000 17.0 29.0 240.0 2021-03-02 02:05:09.000000 1.10.0 19.0 12.0 2.0 conda-forge/blacken-docs blacken-docs 180.0 22.0 https://pypi.org/project/blacken-docs 2021-03-02 02:05:09.000000 22.0 5013.0 6340.0 https://anaconda.org/conda-forge/blacken-docs 2021-03-02 04:02:19.005000 17257.0 3.0
202 200 pytest-datadir https://github.com/gabrielcnr/pytest-datadir pytest plugin for manipulating test data directories and files. testing 20 False gabrielcnr/pytest-datadir https://github.com/gabrielcnr/pytest-datadir MIT 2015-07-02 21:41:44.000000 2020-11-22 23:34:25.000000 2019-10-22 13:19:39.000000 17.0 11.0 144.0 2019-10-22 13:04:22.000000 1.3.1 9.0 7.0 4.0 ['pytest'] conda-forge/pytest-datadir pytest-datadir 71.0 454.0 376.0 https://pypi.org/project/pytest-datadir 2019-10-22 13:04:22.000000 78.0 101680.0 103090.0 https://anaconda.org/conda-forge/pytest-datadir 2019-10-23 16:32:51.374000 81822.0 3.0
203 201 eradicate https://github.com/myint/eradicate Removes commented-out code from Python files. refactoring 20 False myint/eradicate https://github.com/myint/eradicate Saxpath 2012-12-23 04:39:48.000000 2021-07-26 20:00:21.000000 2020-10-01 09:23:01.000000 19.0 13.0 114.0 2020-10-01 09:33:03.000000 2.0.0 16.0 7.0 6.0 eradicate 164.0 156.0 https://pypi.org/project/eradicate 2020-10-01 09:33:03.000000 156.0 227722.0 227722.0 3.0
204 202 flake8-mypy https://github.com/ambv/flake8-mypy A plugin for flake8 integrating Mypy. linters 20 False ambv/flake8-mypy https://github.com/ambv/flake8-mypy MIT 2017-02-26 02:27:33.000000 2020-06-19 16:51:36.000000 2020-06-19 16:51:00.000000 15.0 3.0 103.0 2017-08-31 23:17:01.000000 17.8.0 6.0 8.0 19.0 ['flake8'] flake8-mypy 50.0 919.0 721.0 https://pypi.org/project/flake8-mypy 2017-08-31 23:17:01.000000 198.0 41665.0 41665.0 3.0
205 203 sphinx-markdown-builder https://github.com/clayrisser/sphinx-markdown-builder sphinx builder that outputs markdown files. documentation 20 True codejamninja/sphinx-markdown-builder https://github.com/clayrisser/sphinx-markdown-builder MIT 2018-11-11 00:07:58.000000 2020-10-07 04:18:38.000000 2020-10-07 04:18:32.000000 28.0 16.0 103.0 2019-12-23 17:05:52.000000 0.5.4 22.0 16.0 18.0 ['sphinx'] sphinx-markdown-builder 99.0 210.0 168.0 https://pypi.org/project/sphinx-markdown-builder 2019-12-23 17:05:52.000000 42.0 13362.0 13362.0 3.0 clayrisser/sphinx-markdown-builder
206 204 mkdocs-with-pdf https://github.com/orzih/mkdocs-with-pdf Generate a single PDF file from MkDocs repository. documentation 20 True orzih/mkdocs-with-pdf https://github.com/orzih/mkdocs-with-pdf MIT 2020-02-23 16:34:46.000000 2021-07-13 13:36:29.000000 2021-07-03 02:00:20.000000 13.0 34.0 79.0 2021-07-03 02:09:02.000000 0.9.3 28.0 6.0 16.0 ['mkdocs'] mkdocs-with-pdf 186.0 48.0 48.0 https://pypi.org/project/mkdocs-with-pdf 2021-07-03 02:04:39.000000 5493.0 5493.0 3.0
207 205 pylint-flask https://github.com/jschaf/pylint-flask A Pylint plugin to analyze Flask applications. linters 20 True jschaf/pylint-flask https://github.com/jschaf/pylint-flask GPL-2.0 2015-06-27 20:11:12.000000 2021-03-10 19:35:23.000000 2021-03-10 19:35:23.000000 9.0 5.0 58.0 5.0 7.0 4.0 ['pylint'] conda-forge/pylint-flask pylint-flask 40.0 5906.0 5200.0 https://pypi.org/project/pylint-flask 2019-01-30 19:26:02.000000 706.0 173423.0 174275.0 https://anaconda.org/conda-forge/pylint-flask 2019-02-02 18:28:49.934000 51127.0 3.0
208 206 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 18:49:20.000000 2021-08-01 14:18:37.000000 2021-08-01 14:14:35.000000 68.0 32.0 1408.0 2021-07-03 11:54:41.000000 0.9.1 37.0 10.0 18.0 birdseye 409.0 0.0 https://pypi.org/project/birdseye 2021-08-01 14:18:37.000000 0.0 971.0 971.0 3.0
209 207 pyflow https://github.com/David-OConnor/pyflow An installation and dependency system for Python. dependency-managers 19 True David-OConnor/pyflow https://github.com/David-OConnor/pyflow MIT 2019-07-15 09:40:29.000000 2021-07-13 14:36:24.000000 2021-07-13 14:36:24.000000 31.0 66.0 840.0 2021-07-02 13:17:04.000000 0.3.1 26.0 24.0 43.0 pyflow 333.0 0.0 https://pypi.org/project/pyflow 2021-07-02 13:17:04.000000 0.0 242.0 379.0 3.0 3299.0
210 208 vex https://github.com/sashahart/vex Run a command in the named virtualenv. virtual-envs 19 False sashahart/vex https://github.com/sashahart/vex MIT 2014-05-09 03:20:02.000000 2021-01-19 19:03:16.000000 2019-05-10 19:18:48.000000 23.0 38.0 369.0 2019-05-10 19:21:38.000000 0.0.19 18.0 3.0 3.0 vex 200.0 37.0 21.0 https://pypi.org/project/vex 2019-05-10 19:21:38.000000 16.0 2115.0 2115.0 3.0
211 209 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 06:52:50.000000 2021-08-03 12:29:00.000000 2021-05-24 15:52:40.000000 125.0 194.0 319.0 2021-04-03 16:53:20.000000 3.2.1 37.0 46.0 41.0 constructor 948.0 9.0 9.0 74.0 https://anaconda.org/anaconda/constructor 2021-04-01 17:48:58.348000 4311.0 3.0 219.0
212 210 dlint https://github.com/dlint-py/dlint Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure. security 19 True dlint-py/dlint https://github.com/dlint-py/dlint BSD-3-Clause 2020-01-08 15:53:36.000000 2020-12-08 17:21:33.000000 2020-12-08 17:21:32.000000 13.0 12.0 315.0 2020-10-30 20:40:39.000000 0.11.0 13.0 7.0 20.0 dlint 201.0 18.0 https://pypi.org/project/dlint 2020-10-30 20:40:39.000000 18.0 29357.0 29357.0 3.0
213 211 flakehell https://github.com/life4/flakehell Flake8 wrapper to make it nice, legacy-friendly, configurable. linters 19 True life4/flakehell https://github.com/life4/flakehell MIT 2019-08-06 11:37:21.000000 2021-01-11 21:35:41.000000 2021-01-11 21:35:40.000000 33.0 222.0 2021-01-11 18:40:32.000000 0.9.0 28.0 15.0 4.0 ['flake8'] flakehell 368.0 0.0 https://pypi.org/project/flakehell 2021-01-11 18:40:32.000000 0.0 148906.0 148908.0 3.0 57.0
214 212 add-trailing-comma https://github.com/asottile/add-trailing-comma A tool (and pre-commit hook) to automatically add trailing commas to calls and literals. refactoring 19 True asottile/add-trailing-comma https://github.com/asottile/add-trailing-comma MIT 2017-07-10 00:55:50.000000 2021-08-02 19:29:56.000000 2021-08-02 19:29:56.000000 14.0 34.0 185.0 2021-01-24 18:14:07.000000 2.1.0 30.0 9.0 1.0 add-trailing-comma 260.0 14.0 https://pypi.org/project/add-trailing-comma 2021-01-24 18:14:07.000000 14.0 5699.0 5699.0 3.0
215 213 mkdocs-awesome-pages-plugin https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin An MkDocs plugin that simplifies configuring page titles and their order. documentation 19 True lukasgeiter/mkdocs-awesome-pages-plugin https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin MIT 2018-02-06 21:09:24.000000 2021-04-20 17:08:31.000000 2020-12-22 01:43:41.000000 17.0 32.0 163.0 2020-12-22 02:04:30.000000 2.5.0 16.0 2.0 6.0 ['mkdocs'] mkdocs-awesome-pages-plugin 53.0 508.0 418.0 https://pypi.org/project/mkdocs-awesome-pages-plugin 2020-12-22 01:59:58.000000 90.0 38608.0 38608.0 3.0
216 214 unimport https://github.com/hakancelik96/unimport A linter, formatter for finding and removing unused import statements. refactoring 19 True hakancelik96/unimport https://github.com/hakancelik96/unimport MIT 2019-09-08 09:49:24.000000 2021-07-20 08:34:36.000000 2021-06-26 10:53:22.000000 14.0 62.0 107.0 2021-06-26 10:40:10.000000 0.8.4 30.0 11.0 9.0 unimport 390.0 10.0 10.0 https://pypi.org/project/unimport 2021-06-26 10:40:10.000000 3572.0 3572.0 3.0
217 215 flake8-bandit https://github.com/tylerwince/flake8-bandit Automated security testing using bandit and flake8. linters 19 True tylerwince/flake8-bandit https://github.com/tylerwince/flake8-bandit MIT 2017-10-28 23:19:09.000000 2020-12-29 20:50:06.000000 2020-08-29 05:51:08.000000 15.0 8.0 62.0 2019-10-08 03:58:31.000000 2.1.2 11.0 5.0 3.0 ['flake8'] flake8-bandit 44.0 156.0 https://pypi.org/project/flake8-bandit 2019-10-08 03:58:31.000000 156.0 218563.0 218563.0 3.0
218 216 unify https://github.com/myint/unify Modifies strings to all use the same quote where possible. refactoring 19 False myint/unify https://github.com/myint/unify MIT 2013-03-24 18:02:19.000000 2021-04-21 16:21:07.000000 2019-08-07 13:44:00.000000 12.0 3.0 56.0 2013-06-22 15:34:37.000000 0.1.5 10.0 5.0 10.0 unify 69.0 319.0 265.0 https://pypi.org/project/unify 2019-08-07 13:46:09.000000 54.0 44728.0 44728.0 3.0
219 217 mkdocs-git-revision-date-plugin https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin MkDocs plugin for setting revision date from git per markdown file. documentation 19 False zhaoterryy/mkdocs-git-revision-date-plugin https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin MIT 2018-12-03 04:29:33.000000 2020-10-16 02:02:54.000000 2020-10-16 01:58:36.000000 5.0 9.0 36.0 2020-10-16 02:02:42.000000 0.3.1 8.0 6.0 2.0 ['mkdocs'] mkdocs-git-revision-date-plugin 24.0 285.0 267.0 https://pypi.org/project/mkdocs-git-revision-date-plugin 2020-10-16 02:02:18.000000 18.0 12374.0 12374.0 3.0
220 218 pyenv-virtualenv https://github.com/pyenv/pyenv-virtualenv a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). virtual-envs 18 True pyenv/pyenv-virtualenv https://github.com/pyenv/pyenv-virtualenv MIT 2013-02-18 12:59:17.000000 2021-07-25 09:13:36.000000 2021-07-25 09:13:35.000000 296.0 178.0 4411.0 2019-02-14 00:27:42.000000 1.1.5 7.0 44.0 135.0 470.0 3.0
221 219 fake2db https://github.com/emirozer/fake2db create custom test databases that are populated with fake data. testing 18 False emirozer/fake2db https://github.com/emirozer/fake2db GPL-2.0 2014-02-18 19:14:28.000000 2019-11-25 09:19:01.000000 2019-11-25 09:19:00.000000 109.0 15.0 2077.0 2019-03-09 13:53:12.000000 1.0.0 20.0 18.0 7.0 fake2db 242.0 14.0 13.0 https://pypi.org/project/fake2db 2018-02-09 15:43:23.000000 1.0 293.0 293.0 3.0
222 220 heartrate https://github.com/alexmojaki/heartrate Simple real time visualisation of the execution of a Python program. profiling 18 True alexmojaki/heartrate https://github.com/alexmojaki/heartrate MIT 2019-04-24 17:02:28.000000 2021-07-06 10:06:18.000000 2021-07-06 10:06:18.000000 113.0 2.0 1280.0 2019-08-14 12:49:34.000000 0.2.1 3.0 2.0 4.0 heartrate 23.0 24.0 24.0 https://pypi.org/project/heartrate 2019-08-14 12:49:34.000000 0.0 331.0 331.0 3.0
223 221 portray https://github.com/timothycrosley/portray Your Project with Great Documentation. documentation 18 True timothycrosley/portray https://github.com/timothycrosley/portray MIT 2019-08-21 05:14:04.000000 2021-06-13 08:00:00.000000 2021-06-13 07:59:39.000000 58.0 29.0 755.0 2021-06-13 08:00:00.000000 1.7.0 28.0 16.0 20.0 portray 8.0 https://pypi.org/project/portray 2021-06-13 08:00:00.000000 8.0 6054.0 6054.0 3.0
224 222 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 22:56:02.000000 2021-01-08 21:28:29.000000 2018-12-06 03:53:03.000000 29.0 8.0 508.0 2018-12-06 03:59:34.000000 0.0.6 6.0 4.0 3.0 py-heat 51.0 39.0 29.0 https://pypi.org/project/py-heat 2018-12-06 03:59:34.000000 10.0 1220.0 1220.0 3.0
225 223 python-devtools https://github.com/samuelcolvin/python-devtools Dev tools for python. logging 18 True samuelcolvin/python-devtools https://github.com/samuelcolvin/python-devtools MIT 2017-08-20 15:30:06.000000 2021-05-13 20:54:14.000000 2021-03-30 12:05:16.000000 13.0 22.0 373.0 2020-10-22 13:55:06.000000 0.6.1 10.0 5.0 12.0 python-devtools 83.0 400.0 399.0 https://pypi.org/project/python-devtools 2017-08-21 10:32:25.000000 1.0 436.0 436.0 3.0
226 224 pycycle https://github.com/bndr/pycycle Tool for pinpointing circular imports in Python. Find cyclic imports in any project. linters 18 False bndr/pycycle https://github.com/bndr/pycycle MIT 2017-01-28 17:22:00.000000 2021-07-28 15:57:26.000000 2017-02-13 18:07:04.000000 15.0 1.0 289.0 2017-02-13 18:07:58.000000 0.0.8 8.0 2.0 13.0 pycycle 26.0 53.0 46.0 https://pypi.org/project/pycycle 2017-02-13 18:07:58.000000 7.0 2713.0 2713.0 3.0
227 225 imhotep https://github.com/justinabrahms/imhotep A static-analysis bot for Github. linters 18 False justinabrahms/imhotep https://github.com/justinabrahms/imhotep MIT 2012-12-17 01:26:32.000000 2021-07-28 19:03:11.000000 2017-12-09 20:00:47.000000 37.0 23.0 215.0 2016-09-18 21:57:32.000000 1.1.0 9.0 15.0 23.0 imhotep 356.0 11.0 7.0 https://pypi.org/project/imhotep 2016-09-18 21:57:32.000000 4.0 42.0 42.0 3.0
228 226 nitpick https://github.com/andreoliwa/nitpick Enforce the same settings on multiple projects. linters 18 True andreoliwa/nitpick https://github.com/andreoliwa/nitpick MIT 2018-03-23 14:25:24.000000 2021-08-04 19:17:52.000000 2021-07-29 14:28:51.000000 10.0 55.0 164.0 2021-07-20 22:57:53.000000 0.27.0 43.0 10.0 33.0 ['flake8'] nitpick 568.0 0.0 https://pypi.org/project/nitpick 2021-07-20 22:57:49.000000 0.0 6535.0 6535.0 3.0 4.0
229 227 pynt https://github.com/rags/pynt A pynt of Python build. build-tools 18 False rags/pynt https://github.com/rags/pynt MIT 2012-11-17 13:12:49.000000 2020-04-13 11:49:33.000000 2019-10-04 19:05:46.000000 18.0 13.0 152.0 2018-06-24 06:23:48.000000 0.8.2 7.0 9.0 5.0 pynt 128.0 124.0 70.0 https://pypi.org/project/pynt 2018-06-24 06:23:48.000000 54.0 4155.0 4155.0 3.0
230 228 pandas-vet https://github.com/deppen8/pandas-vet A plugin for Flake8 that checks pandas code. linters 18 True deppen8/pandas-vet https://github.com/deppen8/pandas-vet MIT 2019-02-25 05:19:51.000000 2021-03-03 04:44:57.000000 2021-03-03 04:44:57.000000 14.0 28.0 99.0 2020-02-01 05:12:09.000000 0.2.2 6.0 10.0 21.0 ['flake8'] conda-forge/pandas-vet pandas-vet 179.0 47.0 47.0 https://pypi.org/project/pandas-vet 2020-02-01 05:12:09.000000 0.0 4915.0 5165.0 https://anaconda.org/conda-forge/pandas-vet 2020-02-01 05:31:32.445000 6982.0 3.0 38.0
231 229 pyformat https://github.com/myint/pyformat Formats Python code to follow a consistent style. formatters 18 False myint/pyformat https://github.com/myint/pyformat Saxpath 2013-03-24 21:45:30.000000 2019-12-07 19:55:59.000000 2019-05-24 17:17:56.000000 5.0 3.0 83.0 2014-09-07 13:57:37.000000 0.5.7 23.0 3.0 3.0 pyformat 199.0 109.0 87.0 https://pypi.org/project/pyformat 2017-01-04 02:31:11.000000 22.0 12030.0 12030.0 3.0
232 230 beartype https://github.com/beartype/beartype Unbearably fast O(1) runtime type-checking in pure Python. linters 17 True beartype/beartype https://github.com/beartype/beartype MIT 2020-04-03 06:06:22.000000 2021-08-04 20:27:20.000000 2021-08-04 20:18:53.000000 8.0 28.0 333.0 2021-06-30 06:15:57.000000 0.7.1 12.0 6.0 4.0 conda-forge/beartype beartype 0.0 https://pypi.org/project/beartype 2021-06-30 06:15:57.000000 0.0 9434.0 9830.0 https://anaconda.org/conda-forge/beartype 2021-06-30 08:28:07.135000 5551.0 3.0
233 231 bellybutton https://github.com/hchasestevens/bellybutton Custom Python linting through AST expressions. linters 17 True hchasestevens/bellybutton https://github.com/hchasestevens/bellybutton MIT 2018-02-17 06:31:44.000000 2021-07-15 00:42:03.000000 2021-07-15 00:42:02.000000 10.0 6.0 216.0 2020-11-27 21:20:22.000000 0.3.1 11.0 5.0 7.0 bellybutton 33.0 6.0 6.0 https://pypi.org/project/bellybutton 2020-11-27 21:20:22.000000 0.0 5062.0 5062.0 3.0
234 232 yala https://github.com/cemsbr/yala Yet Another Linter Aggregator. linters 17 False cemsbr/yala https://github.com/cemsbr/yala MIT 2017-06-02 22:45:50.000000 2021-06-01 22:20:31.000000 2021-04-10 04:03:47.000000 4.0 11.0 11.0 2020-10-24 16:03:12.000000 3.0.1 27.0 3.0 1.0 ['flake8', 'pylint'] yala 165.0 54.0 36.0 https://pypi.org/project/yala 2020-10-24 16:03:12.000000 18.0 957.0 957.0 3.0
235 233 PyOxidizer https://github.com/indygreg/PyOxidizer A modern Python application packaging and distribution tool. packaging 16 True indygreg/PyOxidizer https://github.com/indygreg/PyOxidizer MPL-2.0 2018-12-18 23:32:13.000000 2021-07-27 21:55:04.000000 2021-07-25 22:17:24.000000 112.0 148.0 3103.0 2021-05-09 16:48:41.000000 pyoxidizer/0.16.0 8.0 34.0 204.0 24.0 3.0 465.0
236 234 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 03:31:33.000000 2019-03-08 03:06:14.000000 2014-10-24 20:36:38.000000 12.0 12.0 114.0 2014-10-24 20:36:57.000000 0.0.13 13.0 6.0 6.0 pep8ify 154.0 53.0 34.0 https://pypi.org/project/pep8ify 2014-10-24 20:36:57.000000 19.0 148.0 148.0 3.0
237 235 retype https://github.com/ambv/retype Re-apply type annotations from .pyi stubs to your codebase. refactoring 16 True ambv/retype https://github.com/ambv/retype MIT 2017-03-11 07:54:58.000000 2021-05-16 22:51:30.742000 2021-05-15 17:24:28.000000 16.0 6.0 103.0 2021-05-15 15:22:34.000000 21.5.0 9.0 8.0 9.0 conda-forge/retype retype 34.0 https://pypi.org/project/retype 2021-05-15 15:22:34.000000 34.0 954.0 1283.0 https://anaconda.org/conda-forge/retype 2021-05-16 22:51:30.742000 14177.0 3.0
238 236 massedit https://github.com/elmotec/massedit Programmatically edit text files with Python. Useful for source to source transformations. refactoring 16 True elmotec/massedit https://github.com/elmotec/massedit MIT 2012-03-11 16:18:30.000000 2020-12-23 02:17:37.000000 2020-12-23 02:11:17.000000 14.0 5.0 91.0 2020-12-23 02:19:02.000000 0.69.1 15.0 6.0 3.0 massedit 178.0 10.0 https://pypi.org/project/massedit 2020-12-23 02:12:33.000000 10.0 791.0 791.0 3.0 17.0
239 237 pytest-play https://github.com/pytest-dev/pytest-play pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files. testing 16 False pytest-dev/pytest-play https://github.com/pytest-dev/pytest-play Apache-2.0 2017-12-14 09:08:26.000000 2019-08-20 15:57:27.000000 2019-06-12 11:57:28.000000 3.0 24.0 63.0 2019-06-12 11:59:29.000000 2.3.1 23.0 3.0 4.0 ['pytest'] pytest-play 382.0 25.0 21.0 https://pypi.org/project/pytest-play 2019-06-12 11:59:29.000000 4.0 556.0 556.0 3.0
240 238 pip-run https://github.com/jaraco/pip-run pip-run - dynamic dependency loader for Python. dependency-managers 16 True jaraco/pip-run https://github.com/jaraco/pip-run MIT 2016-01-25 01:59:13.000000 2021-07-19 00:12:57.000000 2021-07-19 00:06:47.000000 10.0 37.0 61.0 2021-07-19 00:13:08.000000 8.5.1 23.0 10.0 2.0 pip-run 0.0 https://pypi.org/project/pip-run 2021-07-19 00:12:57.000000 0.0 9655.0 9655.0 3.0
241 239 lazydocs https://github.com/ml-tooling/lazydocs Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx. documentation 16 True ml-tooling/lazydocs https://github.com/ml-tooling/lazydocs MIT 2020-11-10 00:31:46.000000 2021-07-27 08:59:11.000000 2021-07-27 08:59:11.000000 8.0 3.0 32.0 2021-07-27 09:00:22.000000 0.4.8 18.0 6.0 1.0 lazydocs 32.0 32.0 https://pypi.org/project/lazydocs 2021-07-27 08:05:42.000000 0.0 539.0 539.0 3.0
242 240 mkdocs-print-site-plugin https://github.com/timvink/mkdocs-print-site-plugin MkDocs Plugin allowing your visitors to *File Print Save as PDF* the entire site. documentation 16 False timvink/mkdocs-print-site-plugin https://github.com/timvink/mkdocs-print-site-plugin MIT 2020-08-15 12:02:33.000000 2021-05-19 18:24:00.000000 2021-05-19 18:20:17.000000 4.0 46.0 21.0 2021-05-19 18:24:00.000000 1.2.3 21.0 1.0 5.0 ['mkdocs'] mkdocs-print-site-plugin 141.0 35.0 35.0 https://pypi.org/project/mkdocs-print-site-plugin 2021-05-19 18:24:00.000000 0.0 3959.0 3959.0 3.0
243 241 pyenv-installer https://github.com/pyenv/pyenv-installer This tool is used to install `pyenv` and friends. virtual-envs 15 True pyenv/pyenv-installer https://github.com/pyenv/pyenv-installer MIT 2013-06-01 03:48:07.000000 2021-07-09 03:09:15.000000 2021-06-08 06:37:31.000000 303.0 62.0 2778.0 32.0 5.0 136.0 3.0
244 242 dh-virtualenv https://github.com/spotify/dh-virtualenv Python virtualenvs in Debian packages. virtual-envs 15 True spotify/dh-virtualenv https://github.com/spotify/dh-virtualenv GPL-2.0 2013-10-09 19:03:43.000000 2021-07-26 06:31:43.000000 2021-07-26 06:31:43.000000 161.0 160.0 1474.0 57.0 25.0 412.0 3.0
245 243 tbvaccine https://github.com/skorokithakis/tbvaccine A small utility to pretty-print Python tracebacks. logging 15 False skorokithakis/tbvaccine https://github.com/skorokithakis/tbvaccine MIT 2016-08-27 17:31:59.000000 2020-03-01 19:24:46.000000 2020-03-01 19:24:44.000000 12.0 13.0 358.0 2018-12-14 18:07:29.000000 0.3.1 12.0 12.0 7.0 tbvaccine 80.0 9.0 9.0 https://pypi.org/project/tbvaccine 2018-12-14 18:07:29.000000 590.0 590.0 3.0
246 244 pipenv-pipes https://github.com/gtalarico/pipenv-pipes A PipEnv Environment Switcher. virtual-envs 15 False gtalarico/pipenv-pipes https://github.com/gtalarico/pipenv-pipes MIT 2018-05-02 03:56:41.000000 2021-06-01 22:15:42.000000 2019-06-27 03:42:48.000000 11.0 10.0 126.0 2018-11-08 03:05:43.000000 0.7.1 25.0 5.0 7.0 pipenv-pipes 285.0 https://pypi.org/project/pipenv-pipes 2018-11-08 03:05:43.000000 249.0 249.0 3.0
247 245 mkdocs-versioning https://github.com/zayd62/mkdocs-versioning A tool that allows for versioning sites built with mkdocs. documentation 15 False zayd62/mkdocs-versioning https://github.com/zayd62/mkdocs-versioning MIT 2019-07-20 18:09:56.000000 2021-08-01 15:51:53.000000 2021-08-01 15:51:53.000000 9.0 22.0 40.0 2021-02-11 10:24:35.000000 0.4.0 6.0 5.0 3.0 ['mkdocs'] mkdocs-versioning 133.0 https://pypi.org/project/mkdocs-versioning 2021-02-11 10:24:35.000000 3819.0 3819.0 3.0 -3.0
248 246 pytest-plugins https://github.com/man-group/pytest-plugins A grab-bag of nifty pytest plugins. testing 14 False man-group/pytest-plugins https://github.com/man-group/pytest-plugins MIT 2015-08-14 07:52:32.000000 2021-07-24 03:44:44.000000 2020-04-11 14:20:38.000000 58.0 51.0 383.0 47.0 38.0 747.0 3.0
249 247 linty_fresh https://github.com/lyft/linty_fresh Surface lint errors during code review. linters 14 True lyft/linty_fresh https://github.com/lyft/linty_fresh Apache-2.0 2015-12-19 02:37:26.000000 2020-11-30 22:20:25.000000 2020-11-30 22:18:53.000000 21.0 1.0 184.0 2018-12-12 19:47:05.000000 0.7.0 10.0 17.0 8.0 ['flake8', 'mypy'] linty-fresh 53.0 https://pypi.org/project/linty-fresh 2018-12-12 19:47:05.000000 54.0 54.0 3.0
250 248 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 07:17:02.000000 2021-03-07 09:20:28.000000 2021-03-07 09:20:25.000000 5.0 14.0 96.0 2019-06-17 19:19:47.000000 0.1.1 2.0 3.0 4.0 com2ann 28.0 3.0 3.0 https://pypi.org/project/com2ann 2019-06-17 19:19:47.000000 0.0 622.0 622.0 3.0
251 249 subpar https://github.com/google/subpar Subpar is a utility for creating self-contained python executables. It is designed to work well with Bazel. packaging 13 False google/subpar https://github.com/google/subpar Apache-2.0 2016-08-03 20:11:35.000000 2020-09-16 16:25:54.000000 2019-08-15 01:37:08.000000 60.0 30.0 491.0 2019-05-14 20:14:05.000000 2.0.0 5.0 14.0 33.0 93.0 3.0
252 250 universal-build https://github.com/ml-tooling/universal-build Universal build utilities for containerized build pipelines. build-tools 13 True ml-tooling/universal-build https://github.com/ml-tooling/universal-build MIT 2020-10-19 14:57:21.000000 2021-04-19 19:45:59.000000 2021-04-19 19:45:59.000000 3.0 1.0 11.0 2021-03-22 18:29:06.000000 0.6.13 38.0 4.0 universal-build 5.0 5.0 https://pypi.org/project/universal-build 2020-12-12 13:21:08.000000 0.0 259.0 260.0 3.0 16.0
253 251 livepython https://github.com/agermanidis/livepython Visually trace Python code in real-time. profiling 12 False agermanidis/livepython https://github.com/agermanidis/livepython MIT 2017-10-03 00:19:59.000000 2019-01-22 17:39:55.000000 2017-11-14 21:27:52.000000 164.0 15.0 2456.0 3.0 10.0 20.0 3.0
254 252 cohesion https://github.com/mschwager/cohesion A tool for measuring Python class cohesion. code-metrics 12 False mschwager/cohesion https://github.com/mschwager/cohesion GPL-3.0 2016-08-11 21:09:32.000000 2019-08-05 17:14:04.000000 2019-08-05 17:14:01.000000 2.0 11.0 141.0 2019-07-10 16:08:05.000000 1.0.0 9.0 2.0 3.0 cohesion 78.0 3.0 https://pypi.org/project/cohesion 2019-07-10 16:08:05.000000 3.0 1361.0 1361.0 3.0
255 253 pyship https://github.com/jamesabel/pyship pyship - ship Python desktop apps to end users. packaging 11 False jamesabel/pyship https://github.com/jamesabel/pyship MIT 2020-04-23 04:45:03.000000 2021-06-09 04:34:00.000000 2021-06-09 04:33:22.000000 13.0 2021-06-09 04:34:00.000000 0.1.5 17.0 4.0 pyship https://pypi.org/project/pyship 2021-06-09 04:34:00.000000 103.0 103.0 3.0

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_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
- <b><a href="https://github.com/pyinvoke/invoke">invoke</a></b> (🥇32 · 3.3K · 📈) - Pythonic task management & command execution. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code>
- <b><a href="https://github.com/pdbpp/pdbpp">pdbpp</a></b> (🥈27 · 760 · 📈) - pdb++, a drop-in replacement for pdb (the Python debugger). <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/ines/wasabi">wasabi</a></b> (🥉26 · 300 · 📈) - A lightweight console printing and formatting toolkit. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/plasma-umass/scalene">Scalene</a></b> (🥉25 · 4.2K · 📈) - Scalene: a high-performance, high-precision CPU, GPU, and memory.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/pypa/pipx">pipx</a></b> (🥉25 · 3.9K · 📈) - Install and Run Python Applications in Isolated Environments. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/giampaolo/psutil">psutil</a></b> (🥇37 · 7.5K · 📈) - Cross-platform lib for process and system monitoring in Python. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/mkdocs/mkdocs">mkdocs</a></b> (🥇36 · 13K · 📈) - Project documentation with Markdown. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code> <code><img src="https://squidfunk.github.io/mkdocs-material/assets/favicon.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/psf/black">black</a></b> (🥇34 · 22K · 📈) - The uncompromising Python code formatter. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/python-poetry/poetry">poetry</a></b> (🥈33 · 16K · 📈) - Python dependency management and packaging made easy. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/madzak/python-json-logger">python-json-logger</a></b> (🥇32 · 1K · 📈) - Json Formatter for the standard python logger. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code>
## 📉 Trending Down
_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
- <b><a href="https://github.com/benfred/py-spy">py-spy</a></b> (🥈28 · 7.1K · 📉) - Sampling profiler for Python programs. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/alexmojaki/birdseye">Birdseye</a></b> (🥉19 · 1.4K · 📉) - Graphical Python debugger which lets you easily view the values of.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/timothycrosley/portray">portray</a></b> (🥉18 · 750 · 📉) - Your Project with Great Documentation. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/pyinstaller/pyinstaller">pyinstaller</a></b> (🥇27 · 8.3K · 📉) - Freeze (package) Python programs into stand-alone.. <code><a href="http://bit.ly/2KucAZR">GPL-2.0</a></code>
- <b><a href="https://github.com/facebook/pyre-check">pyre-check</a></b> (🥈25 · 5.5K · 📉) - Performant type-checking for python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/joerick/pyinstrument">pyinstrument</a></b> (🥉25 · 3K · 📉) - Call stack profiler for Python. Shows you why your code is.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/dropbox/mypy-protobuf">mypy-protobuf</a></b> (🥉21 · 370 · 📉) - open source tools to generate mypy stubs from protobufs. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/zayd62/mkdocs-versioning">mkdocs-versioning</a></b> (🥉15 · 40 · 📉) - A tool that allows for versioning sites built with.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code> <code><img src="https://squidfunk.github.io/mkdocs-material/assets/favicon.png" style="display:inline;" width="13" height="13"></code>