mathdatech/best-of-python-dev
1
0
Fork 0
mirror of https://github.com/ml-tooling/best-of-python-dev.git synced 2024-11-23 20:11:08 +00:00
Code Issues Packages Projects Releases Wiki Activity

Update best-of list for version 2021.05.27

Browse Source
This commit is contained in:
LukasMasuch 2021-05-27 15:24:45 +00:00 committed by best-of update
parent 23e193e260
commit c037c574fa
4 changed files with 839 additions and 571 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

1122
README.md
View File

File diff suppressed because it is too large Load Diff

20
history/2021-05-27_changes.md Normal file
View File

@ -0,0 +1,20 @@
## 📈 Trending Up
_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
- <b><a href="https://github.com/pyinstaller/pyinstaller">pyinstaller</a></b> (🥇34 · ⭐ 8.1K · 📈) - Freeze (package) Python programs into stand-alone.. <code><a href="http://bit.ly/2KucAZR">❗️GPL-2.0</a></code>
- <b><a href="https://github.com/buildbot/buildbot">buildbot</a></b> (🥇32 · ⭐ 4.6K · 📈) - Python-based continuous integration testing framework; your.. <code><a href="http://bit.ly/2KucAZR">❗️GPL-2.0</a></code>
- <b><a href="https://github.com/benfred/py-spy">py-spy</a></b> (🥇30 · ⭐ 6.9K · 📈) - Sampling profiler for Python programs. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/predictive-analytics-lab/data-science-types">data-science-types</a></b> (🥉23 · ⭐ 180 · 📈) - Mypy stubs, i.e., type information, for numpy, pandas.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/rubik/xenon">xenon</a></b> (🥉22 · ⭐ 190 · 📈) - Monitoring tool based on radon. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
## 📉 Trending Down
_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
- <b><a href="https://github.com/pypa/pipenv">pipenv</a></b> (🥇35 · ⭐ 22K · 📉) - Python Development Workflow for Humans. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/microsoft/pyright">pyright</a></b> (🥈25 · ⭐ 6.8K · 📉) - Static type checker for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/dropbox/mypy-protobuf">mypy-protobuf</a></b> (🥉24 · ⭐ 350 · 📉) - open source tools to generate mypy stubs from protobufs. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/Instagram/MonkeyType">MonkeyType</a></b> (🥈23 · ⭐ 3.4K · 📉) - A system for Python that generates static type annotations by.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/cknd/stackprinter">stackprinter</a></b> (🥉23 · ⭐ 1.1K · 📉) - Debugging-friendly exceptions for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>

248
history/2021-05-27_projects.csv Normal file
View File

@ -0,0 +1,248 @@
,name,homepage,resource,description,category,projectrank,show,github_id,github_url,license,created_at,updated_at,last_commit_pushed_at,fork_count,closed_issue_count,star_count,latest_stable_release_published_at,latest_stable_release_number,release_count,contributor_count,labels,conda_id,pypi_id,open_issue_count,commit_count,dependent_project_count,github_dependent_project_count,pypi_url,pypi_latest_release_published_at,pypi_dependent_project_count,pypi_monthly_downloads,monthly_downloads,conda_url,conda_latest_release_published_at,conda_total_downloads,projectrank_placing,github_release_downloads,trending,updated_github_id,cargo_id,npm_id,npm_url,npm_latest_release_published_at,npm_dependent_project_count,npm_monthly_downloads,conda_forge
0,Python.org Packaging,https://packaging.python.org/overview/,True,An Overview of Packaging for Python.,packaging,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
1,best-of-web-python - Testing,https://github.com/ml-tooling/best-of-web-python,True,Testing libraries & tools for python web frameworks.,testing,0,True,ml-tooling/best-of-web-python,https://github.com/ml-tooling/best-of-web-python,CC-BY-SA-4.0,2021-01-05 13:09:27.000,2021-05-27 14:41:19.000,2021-05-14 08:30:59.000,81.0,2.0,1226.0,2021-05-14 08:31:08.000,2021.05.13,16.0,6.0,,,,,,,,,,,,,,,,,,,,,,,,,,
2,unittest,https://docs.python.org/3/library/unittest.html,True,Unittest is a test framework included in the Python standard library.,testing,0,True,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
3,sphinx,https://github.com/sphinx-doc/sphinx,,Main repository for the Sphinx documentation builder.,documentation,38,True,sphinx-doc/sphinx,https://github.com/sphinx-doc/sphinx,BSD-3-Clause,2015-01-02 10:53:28.000,2021-05-27 09:40:08.000,2021-05-23 16:24:23.000,1475.0,4631.0,3949.0,2021-05-20 12:58:02.000,4.0.2,151.0,642.0,['sphinx'],conda-forge/sphinx,sphinx,768.0,17610.0,247253.0,142717.0,https://pypi.org/project/sphinx,2021-05-20 12:58:02.000,104536.0,4464744.0,4522229.0,https://anaconda.org/conda-forge/sphinx,2021-05-25 19:47:42.185,3276669.0,1.0,,,,,,,,,,
4,tqdm,https://github.com/tqdm/tqdm,,"A Fast, Extensible Progress Bar for Python and CLI.",logging,36,True,tqdm/tqdm,https://github.com/tqdm/tqdm,MIT,2015-06-03 13:13:14.000,2021-05-24 21:12:31.593,2021-05-24 11:33:23.000,947.0,509.0,18411.0,2021-05-24 19:55:34.000,4.61.0,118.0,100.0,,conda-forge/tqdm,tqdm,282.0,1833.0,202317.0,176079.0,https://pypi.org/project/tqdm,2021-05-24 19:47:43.000,26238.0,19449547.0,19556823.0,https://anaconda.org/conda-forge/tqdm,2021-05-24 21:12:31.593,6321914.0,1.0,7900.0,,,,,,,,,
5,mypy,https://github.com/python/mypy,,Optional static typing for Python 3 and 2 (PEP 484).,linters,36,True,python/mypy,https://github.com/python/mypy,MIT,2012-12-07 13:30:23.000,2021-05-27 10:47:22.000,2021-05-25 15:40:56.000,1730.0,4631.0,10740.0,,,79.0,465.0,,conda-forge/mypy,mypy,1715.0,9526.0,40744.0,34660.0,https://pypi.org/project/mypy,2021-02-19 17:28:31.000,6084.0,6576060.0,6598327.0,https://anaconda.org/conda-forge/mypy,2021-04-02 00:00:44.993,935226.0,1.0,,,,,,,,,,
6,pytest,https://github.com/pytest-dev/pytest,,"The pytest framework makes it easy to write small tests, yet scales to support complex functional testing.",testing,36,True,pytest-dev/pytest,https://github.com/pytest-dev/pytest,MIT,2015-06-15 20:28:27.000,2021-05-27 13:10:24.043,2021-05-26 21:42:37.000,1726.0,3862.0,7374.0,2021-05-04 16:22:25.000,6.2.4,147.0,723.0,['pytest'],conda-forge/pytest,pytest,653.0,,452976.0,322392.0,https://pypi.org/project/pytest,2021-05-04 16:21:57.000,130584.0,27895127.0,28031211.0,https://anaconda.org/conda-forge/pytest,2021-05-27 13:10:24.043,7892903.0,1.0,,,,,,,,,,
7,psutil,https://github.com/giampaolo/psutil,,Cross-platform lib for process and system monitoring in Python.,profiling,36,True,giampaolo/psutil,https://github.com/giampaolo/psutil,BSD-3-Clause,2014-05-23 14:01:48.000,2021-05-14 15:02:58.000,2021-05-14 15:02:54.000,1094.0,1287.0,7338.0,2020-12-19 01:19:27.000,5.8.0,83.0,159.0,,conda-forge/psutil,psutil,176.0,5683.0,111843.0,87177.0,https://pypi.org/project/psutil,2020-12-19 01:19:27.000,24666.0,22713253.0,22824751.0,https://anaconda.org/conda-forge/psutil,2021-04-19 20:30:13.823,6801409.0,1.0,,,,,,,,,,
8,jedi,https://github.com/davidhalter/jedi,,"Awesome autocompletion, static analysis and refactoring library for python.",refactoring,36,True,davidhalter/jedi,https://github.com/davidhalter/jedi,MIT,2012-02-19 23:12:30.000,2021-05-26 14:15:06.000,2021-05-05 22:38:19.000,441.0,1209.0,4868.0,2020-12-25 10:34:25.000,0.18.0,30.0,144.0,,conda-forge/jedi,jedi,27.0,8204.0,148141.0,132235.0,https://pypi.org/project/jedi,2020-12-25 10:34:25.000,15906.0,13147790.0,13238486.0,https://anaconda.org/conda-forge/jedi,2021-01-14 15:48:43.942,4988304.0,1.0,,,,,,,,,,
9,tox,https://github.com/tox-dev/tox,,Command line driven CI frontend and development task automation tool.,testing,36,True,tox-dev/tox,https://github.com/tox-dev/tox,MIT,2016-09-17 16:54:22.000,2021-05-27 05:55:46.000,2021-05-25 08:03:52.000,366.0,1056.0,2225.0,2021-05-10 12:09:53.000,3.23.1,116.0,242.0,['pytest'],conda-forge/tox,tox,138.0,1996.0,80852.0,44452.0,https://pypi.org/project/tox,2021-05-05 16:42:34.000,36400.0,4231754.0,4238171.0,https://anaconda.org/conda-forge/tox,2021-05-05 22:48:33.555,282385.0,1.0,,,,,,,,,,
10,flake8,https://github.com/PyCQA/flake8,,Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelder's McCabe script.,linters,36,True,PyCQA/flake8,https://github.com/PyCQA/flake8,MIT,2014-09-13 17:06:24.000,2021-05-25 18:59:18.000,2021-05-24 18:26:33.000,183.0,1239.0,1273.0,2021-03-14 23:32:11.000,3.9.0,79.0,155.0,,conda-forge/flake8,flake8,36.0,1959.0,239937.0,168647.0,https://pypi.org/project/flake8,2021-05-08 19:52:32.000,71290.0,12029248.0,12070912.0,https://anaconda.org/conda-forge/flake8,2021-05-10 17:37:45.968,2458205.0,1.0,,,,,,,,,,
11,pipenv,https://github.com/pypa/pipenv,,Python Development Workflow for Humans.,virtual-envs,35,True,pypa/pipenv,https://github.com/pypa/pipenv,MIT,2017-01-20 00:44:02.000,2021-05-10 00:37:04.000,2021-05-10 00:37:04.000,1601.0,2882.0,21926.0,2020-11-15 04:19:27.000,2020.11.15,297.0,383.0,,conda-forge/pipenv,pipenv,506.0,7056.0,21137.0,18863.0,https://pypi.org/project/pipenv,2020-11-15 04:19:27.000,2274.0,3173061.0,3175133.0,https://anaconda.org/conda-forge/pipenv,2020-11-15 06:15:51.831,39381.0,1.0,,-1.0,,,,,,,,
12,mkdocs,https://github.com/mkdocs/mkdocs,,Project documentation with Markdown.,documentation,35,True,mkdocs/mkdocs,https://github.com/mkdocs/mkdocs,BSD-2-Clause,2014-01-11 21:05:21.000,2021-05-26 20:42:46.000,2021-05-25 17:11:41.000,1708.0,1395.0,12209.0,2020-05-14 15:18:01.000,1.1.2,44.0,192.0,['mkdocs'],conda-forge/mkdocs,mkdocs,147.0,1533.0,18362.0,12420.0,https://pypi.org/project/mkdocs,2020-05-14 15:18:01.000,5942.0,565800.0,567980.0,https://anaconda.org/conda-forge/mkdocs,2020-06-01 13:16:37.068,133038.0,1.0,,,,,,,,,,
13,pyinstaller,https://github.com/pyinstaller/pyinstaller,,Freeze (package) Python programs into stand-alone executables.,packaging,34,True,pyinstaller/pyinstaller,https://github.com/pyinstaller/pyinstaller,GPL-2.0,2011-11-23 11:05:56.000,2021-05-27 13:19:32.000,2021-05-26 19:41:45.000,1638.0,3796.0,8109.0,2021-04-17 05:02:21.000,4.3,28.0,399.0,,conda-forge/pyinstaller,pyinstaller,367.0,7773.0,17255.0,17255.0,https://pypi.org/project/pyinstaller,2021-04-17 04:46:48.000,0.0,576138.0,587681.0,https://anaconda.org/conda-forge/pyinstaller,2021-04-21 15:08:29.384,227972.0,1.0,700462.0,2.0,,,,,,,,
14,pip,https://github.com/pypa/pip,,The Python package installer.,dependency-managers,34,True,pypa/pip,https://github.com/pypa/pip,MIT,2011-03-06 14:30:46.000,2021-05-27 13:12:21.000,2021-05-25 14:09:27.000,2244.0,4773.0,7168.0,2021-05-23 09:52:07.000,21.1.2,105.0,608.0,,conda-forge/pip,pip,978.0,,69020.0,50354.0,https://pypi.org/project/pip,2021-05-23 09:52:07.000,18666.0,94513033.0,94864021.0,https://anaconda.org/conda-forge/pip,2021-05-23 11:54:56.735,20357339.0,1.0,,,,,,,,,,
15,robotframework,https://github.com/robotframework/robotframework,,Generic automation framework for acceptance testing and RPA.,testing,34,True,robotframework/robotframework,https://github.com/robotframework/robotframework,Apache-2.0,2014-06-27 11:10:38.000,2021-05-27 13:14:06.000,2021-05-25 11:29:09.000,1689.0,3361.0,5918.0,2021-05-25 11:27:33.000,4.0.3,62.0,140.0,,conda-forge/robotframework,robotframework,203.0,12913.0,5202.0,3794.0,https://pypi.org/project/robotframework,2021-05-25 11:28:06.000,1408.0,705232.0,706445.0,https://anaconda.org/conda-forge/robotframework,2021-05-25 13:52:36.408,48301.0,1.0,505.0,,,,,,,,,
16,pycodestyle,https://github.com/PyCQA/pycodestyle,,Simple Python style checker in one Python file.,linters,34,True,PyCQA/pycodestyle,https://github.com/PyCQA/pycodestyle,Saxpath,2009-10-02 00:43:37.000,2021-05-26 09:46:52.000,2021-05-06 22:18:19.000,599.0,530.0,4312.0,2021-03-14 18:44:02.000,2.7.0,12.0,125.0,,conda-forge/pycodestyle,pycodestyle,113.0,1222.0,160705.0,139475.0,https://pypi.org/project/pycodestyle,2021-03-14 18:44:02.000,21230.0,16457343.0,16501329.0,https://anaconda.org/conda-forge/pycodestyle,2021-03-15 18:43:23.361,2595175.0,1.0,,,,,,,,,,
17,autopep8,https://github.com/hhatto/autopep8,,A tool that automatically formats Python code to conform to the PEP 8 style guide.,formatters,34,True,hhatto/autopep8,https://github.com/hhatto/autopep8,MIT,2010-12-29 20:08:51.000,2021-04-30 08:34:16.877,2021-04-30 06:04:29.000,244.0,332.0,3775.0,2021-04-30 06:09:29.000,1.5.7,67.0,50.0,,conda-forge/autopep8,autopep8,86.0,2702.0,86598.0,76414.0,https://pypi.org/project/autopep8,2021-04-30 06:04:42.000,10184.0,2042158.0,2049924.0,https://anaconda.org/conda-forge/autopep8,2021-04-30 08:34:16.877,458240.0,1.0,,,,,,,,,,
18,pylint,https://github.com/PyCQA/pylint,,It's not just a linter that annoys you!.,linters,34,True,PyCQA/pylint,https://github.com/PyCQA/pylint,GPL-2.0,2015-12-09 05:40:02.000,2021-05-26 19:50:11.000,2021-05-26 11:13:37.000,699.0,2709.0,3363.0,2021-04-26 16:01:12.000,2.8.2,104.0,390.0,,conda-forge/pylint,pylint,705.0,5456.0,37734.0,,https://pypi.org/project/pylint,2021-04-26 16:01:12.000,37734.0,9932259.0,9964952.0,https://anaconda.org/conda-forge/pylint,2021-03-03 00:06:43.039,1863503.0,1.0,,,,,,,,,,
19,setuptools,https://github.com/pypa/setuptools,,Official project repository for the Setuptools build system.,build-tools,34,True,pypa/setuptools,https://github.com/pypa/setuptools,MIT,2016-03-29 14:02:33.000,2021-05-25 07:06:14.000,2021-05-23 02:11:33.000,728.0,1234.0,1358.0,2021-05-23 03:55:07.000,57.0.0,430.0,441.0,,conda-forge/setuptools,setuptools,538.0,,160514.0,102584.0,https://pypi.org/project/setuptools,2021-05-23 03:54:57.000,57930.0,105502658.0,105878662.0,https://anaconda.org/conda-forge/setuptools,2021-01-08 05:42:17.824,21808178.0,1.0,107.0,,,,,,,,,
20,rich,https://github.com/willmcgugan/rich,,Rich is a Python library for rich text and beautiful formatting in the terminal.,logging,33,True,willmcgugan/rich,https://github.com/willmcgugan/rich,MIT,2019-11-10 15:28:09.000,2021-05-24 16:03:31.000,2021-05-21 10:00:53.000,778.0,445.0,26197.0,2021-05-19 16:16:58.000,10.2.2,126.0,91.0,,conda-forge/rich,rich,4.0,1952.0,4201.0,4201.0,https://pypi.org/project/rich,2021-05-19 16:16:00.000,0.0,1715537.0,1737586.0,https://anaconda.org/conda-forge/rich,2021-05-19 19:58:08.049,220491.0,1.0,,,,,,,,,,
21,black,https://github.com/psf/black,,The uncompromising Python code formatter.,formatters,33,True,psf/black,https://github.com/psf/black,MIT,2018-03-14 19:54:45.000,2021-05-27 13:58:06.000,2021-05-27 13:58:06.000,1346.0,1155.0,21129.0,2021-05-10 15:10:43.000,21.5b1,28.0,248.0,,conda-forge/black,black,380.0,,65451.0,59223.0,https://pypi.org/project/black,2021-05-10 15:11:11.000,6228.0,7569942.0,7614359.0,https://anaconda.org/conda-forge/black,2021-05-25 10:15:40.076,1579647.0,2.0,13997.0,,,,,,,,,
22,mkdocs-material,https://github.com/squidfunk/mkdocs-material,,A Material Design theme for MkDocs.,documentation,33,True,squidfunk/mkdocs-material,https://github.com/squidfunk/mkdocs-material,MIT,2016-01-28 22:09:23.000,2021-05-27 09:37:09.000,2021-05-27 09:36:08.000,1556.0,1023.0,6485.0,2021-05-19 09:03:55.000,7.1.5,199.0,115.0,['mkdocs'],conda-forge/mkdocs-material,mkdocs-material,10.0,3359.0,8183.0,6681.0,https://pypi.org/project/mkdocs-material,2021-05-19 09:03:55.000,1502.0,456771.0,458553.0,https://anaconda.org/conda-forge/mkdocs-material,2021-05-19 14:21:17.734,42787.0,1.0,,,,,,,,,,
23,hypothesis,https://github.com/HypothesisWorks/hypothesis,,"Hypothesis is a powerful, flexible, and easy to use library for property-based testing.",testing,33,True,HypothesisWorks/hypothesis,https://github.com/HypothesisWorks/hypothesis,MPL-2.0,2013-03-10 13:51:19.000,2021-05-27 14:41:50.301,2021-05-27 14:04:35.000,465.0,1049.0,5189.0,2021-05-27 13:16:32.000,hypothesis-python-6.13.7,843.0,248.0,,conda-forge/hypothesis,hypothesis,56.0,10761.0,11354.0,8738.0,https://pypi.org/project/hypothesis,2021-05-27 13:16:15.000,2616.0,1970127.0,2041573.0,https://anaconda.org/conda-forge/hypothesis,2021-05-27 14:41:50.301,4143897.0,1.0,,,,,,,,,,
24,isort,https://github.com/PyCQA/isort,,A Python utility / library to sort imports.,formatters,33,True,PyCQA/isort,https://github.com/PyCQA/isort,MIT,2013-09-02 22:22:53.000,2021-05-26 07:54:28.000,2021-05-26 07:54:28.000,398.0,925.0,3910.0,2021-03-21 06:05:17.000,5.8.0,126.0,235.0,,conda-forge/isort,isort,29.0,,197617.0,173399.0,https://pypi.org/project/isort,2020-12-31 01:15:41.000,24218.0,15121497.0,15154654.0,https://anaconda.org/conda-forge/isort,2021-03-21 08:22:11.429,1923117.0,2.0,,,,,,,,,,
25,sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,,Sphinx theme for readthedocs.org.,documentation,33,True,readthedocs/sphinx_rtd_theme,https://github.com/readthedocs/sphinx_rtd_theme,MIT,2013-10-17 17:10:49.000,2021-05-26 15:43:10.000,2021-05-01 01:50:03.000,1526.0,490.0,3700.0,2018-10-05 13:20:49.000,0.4.2,23.0,104.0,['sphinx'],conda-forge/sphinx_rtd_theme,sphinx_rtd_theme,166.0,1217.0,23490.0,16.0,https://pypi.org/project/sphinx_rtd_theme,2018-10-05 13:20:49.000,23474.0,2106791.0,2129895.0,https://anaconda.org/conda-forge/sphinx_rtd_theme,2021-04-06 20:57:24.009,1316948.0,1.0,,,,,,,,,,
26,poetry,https://github.com/python-poetry/poetry,,Python dependency management and packaging made easy.,dependency-managers,32,True,python-poetry/poetry,https://github.com/python-poetry/poetry,MIT,2018-02-28 15:23:47.000,2021-05-26 16:40:01.000,2021-05-21 14:02:34.000,1210.0,1875.0,15163.0,2021-04-14 17:08:31.000,1.1.6,135.0,275.0,,conda-forge/poetry,poetry,1108.0,1799.0,64.0,,https://pypi.org/project/poetry,2021-05-21 14:01:30.000,64.0,2208082.0,2386168.0,https://anaconda.org/conda-forge/poetry,2021-04-15 00:21:03.148,211865.0,2.0,6498949.0,,,,,,,,,
27,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 17:56:53.000,2021-05-27 14:31:19.000,2021-05-26 09:26:02.000,1517.0,686.0,4617.0,2021-04-28 10:47:25.000,3.1.1,111.0,790.0,,conda-forge/buildbot,buildbot,639.0,21990.0,1140.0,248.0,https://pypi.org/project/buildbot,2021-04-28 11:01:30.000,892.0,57922.0,59895.0,https://anaconda.org/conda-forge/buildbot,2021-04-28 12:55:11.512,33541.0,1.0,15079.0,1.0,,,,,,,,
28,conda,https://github.com/conda/conda,,"OS-agnostic, system-level binary package manager and ecosystem.",dependency-managers,32,True,conda/conda,https://github.com/conda/conda,BSD-3-Clause,2012-10-15 22:08:03.000,2021-05-27 13:29:49.000,2021-05-26 17:31:24.000,1029.0,6018.0,4152.0,2021-04-15 16:31:48.000,4.10.1,100.0,355.0,,conda-forge/conda,conda,1987.0,15686.0,2104.0,,https://pypi.org/project/conda,2017-04-22 23:38:35.000,2104.0,54454.0,375894.0,https://anaconda.org/conda-forge/conda,2021-04-21 16:07:33.360,18322112.0,2.0,,,,,,,,,,
29,virtualenv,https://github.com/pypa/virtualenv,,Virtual Python Environment builder.,virtual-envs,32,True,pypa/virtualenv,https://github.com/pypa/virtualenv,MIT,2011-03-06 14:33:27.000,2021-05-24 21:48:38.685,2021-05-24 18:22:31.000,894.0,1075.0,3882.0,2021-05-24 18:15:38.000,20.4.7,162.0,171.0,,conda-forge/virtualenv,virtualenv,60.0,,34422.0,,https://pypi.org/project/virtualenv,2021-05-24 18:15:38.000,34422.0,18644381.0,18662114.0,https://anaconda.org/conda-forge/virtualenv,2021-05-24 21:48:38.685,886668.0,2.0,,,,,,,,,,
30,invoke,https://github.com/pyinvoke/invoke,,Pythonic task management & command execution.,build-tools,32,True,pyinvoke/invoke,https://github.com/pyinvoke/invoke,BSD-2-Clause,2012-02-29 23:59:23.000,2021-05-17 09:01:01.000,2020-12-31 16:25:35.000,280.0,357.0,3283.0,2020-12-31 02:43:43.000,1.5.0,50.0,54.0,,conda-forge/invoke,invoke,303.0,3499.0,12390.0,7788.0,https://pypi.org/project/invoke,2020-12-31 02:43:43.000,4602.0,1429143.0,1434161.0,https://anaconda.org/conda-forge/invoke,2021-01-06 14:58:41.830,306127.0,1.0,,,,,,,,,,
31,bandit,https://github.com/PyCQA/bandit,,Bandit is a tool designed to find common security issues in Python code.,security,32,True,PyCQA/bandit,https://github.com/PyCQA/bandit,Apache-2.0,2018-04-26 09:08:12.000,2021-05-21 22:59:19.000,2021-04-12 17:48:57.000,323.0,364.0,3246.0,2020-12-13 02:48:28.000,1.7.0,31.0,132.0,,conda-forge/bandit,bandit,166.0,1169.0,9073.0,6719.0,https://pypi.org/project/bandit,2020-12-13 02:48:28.000,2354.0,1460453.0,1463292.0,https://anaconda.org/conda-forge/bandit,2021-03-10 05:39:36.125,68135.0,1.0,46.0,,,,,,,,,
32,freezegun,https://github.com/spulec/freezegun,,Let your Python tests travel through time.,testing,32,True,spulec/freezegun,https://github.com/spulec/freezegun,Apache-2.0,2012-12-11 05:11:00.000,2021-05-07 15:53:29.000,2021-01-20 07:44:52.000,196.0,165.0,2889.0,2021-01-20 07:45:20.000,1.1.0,56.0,94.0,,conda-forge/freezegun,freezegun,67.0,521.0,16391.0,8039.0,https://pypi.org/project/freezegun,2021-01-20 07:45:20.000,8352.0,3644501.0,3648007.0,https://anaconda.org/conda-forge/freezegun,2021-01-20 09:23:22.014,217392.0,1.0,,,,,,,,,,
33,nose,https://github.com/nose-devs/nose,,nose is nicer testing for python.,testing,32,False,nose-devs/nose,https://github.com/nose-devs/nose,LGPL-2.1+,2011-12-13 19:36:32.000,2021-04-09 10:35:26.000,2016-03-04 01:16:26.000,358.0,461.0,1339.0,2015-06-02 09:12:36.000,1.3.7,14.0,95.0,,conda-forge/nose,nose,447.0,1004.0,195512.0,109038.0,https://pypi.org/project/nose,2015-06-02 09:12:36.000,86474.0,4237205.0,4266311.0,https://anaconda.org/conda-forge/nose,2020-10-11 16:52:20.277,1746419.0,1.0,,,,,,,,,,
34,twine,https://github.com/pypa/twine,,Utilities for interacting with PyPI.,build-tools,32,True,pypa/twine,https://github.com/pypa/twine,Apache-2.0,2013-08-13 15:39:39.000,2021-05-26 01:51:06.000,2021-04-10 19:15:48.000,238.0,312.0,1122.0,2021-03-15 16:36:43.000,3.4.0,42.0,101.0,,conda-forge/twine,twine,42.0,952.0,57789.0,40285.0,https://pypi.org/project/twine,2021-03-15 16:36:43.000,17504.0,1844029.0,1848745.0,https://anaconda.org/conda-forge/twine,2021-03-17 03:54:06.297,268866.0,1.0,,,,,,,,,,
35,pyflakes,https://github.com/PyCQA/pyflakes,,A simple program which checks Python source files for errors.,linters,32,True,PyCQA/pyflakes,https://github.com/PyCQA/pyflakes,MIT,2014-04-07 06:19:46.000,2021-05-22 03:34:08.000,2021-05-22 03:34:08.000,145.0,341.0,1026.0,2021-03-24 16:32:54.000,2.3.1,30.0,77.0,,conda-forge/pyflakes,pyflakes,80.0,512.0,115113.0,88615.0,https://pypi.org/project/pyflakes,2021-03-24 16:32:54.000,26498.0,12693343.0,12735497.0,https://anaconda.org/conda-forge/pyflakes,2021-03-24 22:10:26.104,2487105.0,1.0,,,,,,,,,,
36,pytest-cov,https://github.com/pytest-dev/pytest-cov,,Coverage plugin for pytest.,testing,32,True,pytest-dev/pytest-cov,https://github.com/pytest-dev/pytest-cov,MIT,2014-04-17 20:01:12.000,2021-05-26 16:27:37.000,2021-05-14 11:37:02.000,143.0,192.0,1023.0,2021-05-14 11:32:50.000,2.12.0,41.0,64.0,['pytest'],conda-forge/pytest-cov,pytest-cov,101.0,806.0,130152.0,86758.0,https://pypi.org/project/pytest-cov,2021-05-14 11:32:50.000,43394.0,11166093.0,11211641.0,https://anaconda.org/conda-forge/pytest-cov,2021-05-14 21:28:13.405,2824025.0,1.0,,,,,,,,,,
37,sentry-sdk,https://github.com/getsentry/sentry-python,,The new Python SDK for Sentry.io.,logging,32,True,getsentry/sentry-python,https://github.com/getsentry/sentry-python,BSD-2-Clause,2018-06-18 22:51:10.000,2021-05-24 06:42:57.000,2021-05-17 09:32:46.000,208.0,372.0,933.0,2021-05-06 17:24:17.000,1.1.0,128.0,94.0,,conda-forge/sentry-sdk,sentry-sdk,171.0,1236.0,12265.0,11279.0,https://pypi.org/project/sentry-sdk,2021-05-06 17:24:12.000,986.0,8724663.0,8727538.0,https://anaconda.org/conda-forge/sentry-sdk,2021-05-11 18:36:53.766,82083.0,2.0,4457.0,,,,,,,,,
38,parso,https://github.com/davidhalter/parso,,A Python Parser.,linters,32,True,davidhalter/parso,https://github.com/davidhalter/parso,MIT,2017-05-08 20:14:30.000,2021-05-25 05:54:20.000,2021-05-15 11:16:23.000,68.0,89.0,405.0,2021-03-30 20:43:51.000,0.8.2,25.0,40.0,,conda-forge/parso,parso,8.0,1082.0,138984.0,127620.0,https://pypi.org/project/parso,2021-03-30 20:43:51.000,11364.0,13264441.0,13362578.0,https://anaconda.org/conda-forge/parso,2021-03-31 00:05:02.064,4023630.0,1.0,,,,,,,,,,
39,wheel,https://github.com/pypa/wheel,,The official binary distribution format for Python.,build-tools,32,True,pypa/wheel,https://github.com/pypa/wheel,MIT,2016-07-16 23:19:28.580,2021-05-23 18:58:51.000,2021-05-23 18:58:13.000,90.0,289.0,241.0,2020-12-13 18:09:07.000,0.36.2,64.0,61.0,,conda-forge/wheel,wheel,23.0,732.0,62544.0,,https://pypi.org/project/wheel,2020-12-13 18:09:07.000,62544.0,73182327.0,73486222.0,https://anaconda.org/conda-forge/wheel,2020-12-13 19:48:16.429,17625929.0,1.0,,,,,,,,,,
40,loguru,https://github.com/Delgan/loguru,,Python logging made (stupidly) simple.,logging,31,True,Delgan/loguru,https://github.com/Delgan/loguru,MIT,2017-08-15 17:22:32.000,2021-04-19 15:15:46.138,2021-03-19 22:08:53.000,403.0,356.0,8963.0,2020-09-20 07:56:32.000,0.5.3,17.0,29.0,,conda-forge/loguru,loguru,49.0,558.0,7545.0,7203.0,https://pypi.org/project/loguru,2020-09-20 07:54:28.000,342.0,1535356.0,1541781.0,https://anaconda.org/conda-forge/loguru,2021-04-19 15:15:46.138,173489.0,2.0,,,,,,,,,,
41,pre-commit,https://github.com/pre-commit/pre-commit,,A framework for managing and maintaining multi-language pre-commit hooks.,others,31,True,pre-commit/pre-commit,https://github.com/pre-commit/pre-commit,MIT,2014-03-13 00:39:38.000,2021-05-27 13:32:23.502,2021-05-24 18:19:27.000,447.0,1105.0,5986.0,2021-05-21 21:08:51.000,2.13.0,160.0,121.0,,conda-forge/pre-commit,pre-commit,24.0,2015.0,2136.0,,https://pypi.org/project/pre-commit,2021-05-21 21:05:09.000,2136.0,3220423.0,3246560.0,https://anaconda.org/conda-forge/pre-commit,2021-05-27 13:32:23.502,546144.0,1.0,5805.0,,,,,,,,,
42,pip-tools,https://github.com/jazzband/pip-tools,,A set of tools to keep your pinned Python dependencies fresh.,dependency-managers,31,True,jazzband/pip-tools,https://github.com/jazzband/pip-tools,BSD-3-Clause,2012-09-10 08:50:26.000,2021-05-27 13:49:01.000,2021-05-18 10:51:21.000,426.0,607.0,4983.0,2021-04-14 09:19:42.000,6.1.0,92.0,147.0,,conda-forge/pip-tools,pip-tools,122.0,1539.0,3252.0,,https://pypi.org/project/pip-tools,2021-03-16 00:32:58.000,3252.0,1979762.0,1980590.0,https://anaconda.org/conda-forge/pip-tools,2021-04-14 11:47:58.017,10764.0,2.0,,,,,,,,,,
43,ipdb,https://github.com/gotcha/ipdb,,Integration of IPython pdb.,debugging,31,True,gotcha/ipdb,https://github.com/gotcha/ipdb,BSD-3-Clause,2011-01-15 17:51:47.000,2021-05-26 11:14:06.000,2021-05-26 11:13:58.000,132.0,109.0,1416.0,2021-05-26 11:13:47.000,0.13.8,40.0,48.0,,conda-forge/ipdb,ipdb,51.0,348.0,43077.0,26179.0,https://pypi.org/project/ipdb,2021-05-26 11:13:47.000,16898.0,1599564.0,1602444.0,https://anaconda.org/conda-forge/ipdb,2021-04-19 03:20:52.710,167085.0,1.0,,,,,,,,,,
44,logbook,https://github.com/getlogbook/logbook,,A cool logging replacement for Python.,logging,31,False,getlogbook/logbook,https://github.com/getlogbook/logbook,BSD-3-Clause,2010-07-22 10:13:12.000,2021-05-07 18:18:51.000,2019-10-16 17:48:40.000,157.0,125.0,1397.0,2019-01-16 20:35:25.000,1.4.3,41.0,76.0,,conda-forge/logbook,logbook,56.0,1194.0,4640.0,2576.0,https://pypi.org/project/logbook,2019-10-16 18:14:55.000,2064.0,480096.0,481673.0,https://anaconda.org/conda-forge/logbook,2021-01-11 05:40:29.145,40937.0,2.0,244.0,,,,,,,,,
45,tabulate,https://github.com/astanin/python-tabulate,,"Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from..",logging,31,True,astanin/python-tabulate,https://github.com/astanin/python-tabulate,MIT,2016-05-01 20:47:06.376,2021-05-16 09:57:59.000,2021-03-04 09:33:31.000,62.0,56.0,830.0,2021-02-22 07:34:12.000,0.8.9,25.0,67.0,,conda-forge/tabulate,tabulate,27.0,502.0,52177.0,44075.0,https://pypi.org/project/tabulate,2021-02-22 07:34:12.000,8102.0,16678817.0,16696222.0,https://anaconda.org/conda-forge/tabulate,2021-02-22 13:39:52.132,1044330.0,2.0,,,,,,,,,,
46,pytest-xdist,https://github.com/pytest-dev/pytest-xdist,,pytest plugin for distributed testing and loop-on-failures testing modes.,testing,31,True,pytest-dev/pytest-xdist,https://github.com/pytest-dev/pytest-xdist,MIT,2015-09-01 18:51:45.000,2021-05-27 13:50:09.000,2021-05-17 19:34:49.000,146.0,228.0,705.0,2021-02-09 21:06:38.000,2.2.1,55.0,73.0,['pytest'],conda-forge/pytest-xdist,pytest-xdist,191.0,863.0,25587.0,18245.0,https://pypi.org/project/pytest-xdist,2021-02-09 21:06:38.000,7342.0,4306852.0,4330640.0,https://anaconda.org/conda-forge/pytest-xdist,2021-02-10 14:13:48.139,1379718.0,2.0,,,,,,,,,,
47,alabaster,https://github.com/bitprophet/alabaster,,"Lightweight, configurable Sphinx theme. Now the Sphinx default!.",documentation,31,False,bitprophet/alabaster,https://github.com/bitprophet/alabaster,BSD-3-Clause,2013-12-07 00:03:15.000,2021-04-28 00:08:02.000,2020-01-10 23:50:18.000,154.0,51.0,608.0,2018-10-03 01:39:17.000,0.7.12,24.0,28.0,['sphinx'],conda-forge/alabaster,alabaster,75.0,350.0,60573.0,45675.0,https://pypi.org/project/alabaster,2018-10-03 01:39:17.000,14898.0,3964753.0,4005281.0,https://anaconda.org/conda-forge/alabaster,2018-10-03 15:29:30.017,2350661.0,2.0,,,,,,,,,,
48,coveralls-python,https://github.com/TheKevJames/coveralls-python,,Show coverage stats online via coveralls.io.,testing,31,True,coveralls-clients/coveralls-python,https://github.com/TheKevJames/coveralls-python,MIT,2013-02-06 20:48:39.000,2021-05-25 17:28:11.000,2021-05-25 17:28:10.000,174.0,132.0,457.0,2021-05-24 21:57:41.000,3.1.0,39.0,57.0,['pytest'],,coveralls,5.0,408.0,34629.0,17621.0,https://pypi.org/project/coveralls,2021-05-24 21:57:41.000,17008.0,541866.0,541866.0,,,,2.0,,,TheKevJames/coveralls-python,,,,,,,
49,packaging,https://github.com/pypa/packaging,,Core utilities for Python packages.,packaging,31,True,pypa/packaging,https://github.com/pypa/packaging,BSD-2-Clause,2014-05-15 22:49:43.000,2021-05-19 19:05:47.000,2021-05-06 20:44:23.000,152.0,144.0,300.0,2021-01-29 20:27:31.000,20.9,35.0,69.0,,conda-forge/packaging,packaging,52.0,,240034.0,210834.0,https://pypi.org/project/packaging,2021-01-29 20:24:35.000,29200.0,53740870.0,53867779.0,https://anaconda.org/conda-forge/packaging,2021-02-04 17:30:01.516,7487434.0,1.0,83.0,,,,,,,,,
50,Glances,https://github.com/nicolargo/glances,,"Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems.",profiling,30,True,nicolargo/glances,https://github.com/nicolargo/glances,LGPL-3.0,2011-12-04 08:49:15.000,2021-05-27 08:50:09.000,2021-05-27 08:49:58.000,1186.0,1163.0,18436.0,2021-05-11 07:14:30.000,3.1.7,54.0,143.0,,conda-forge/glances,glances,200.0,3951.0,354.0,304.0,https://pypi.org/project/glances,2021-05-02 14:38:44.000,50.0,127155.0,129310.0,https://anaconda.org/conda-forge/glances,2021-02-07 19:32:17.197,133271.0,1.0,426.0,,,,,,,,,
51,numpydoc,https://github.com/numpy/numpydoc,,Numpy's Sphinx extensions.,documentation,30,True,numpy/numpydoc,https://github.com/numpy/numpydoc,BSD-3-Clause,2013-07-24 16:23:39.000,2021-05-24 23:17:20.000,2021-05-19 15:13:17.000,5540.0,94.0,17189.0,2020-07-01 21:59:00.000,1.1.0,13.0,65.0,['sphinx'],conda-forge/numpydoc,numpydoc,51.0,,33070.0,25722.0,https://pypi.org/project/numpydoc,2020-07-01 21:59:00.000,7348.0,243080.0,257866.0,https://anaconda.org/conda-forge/numpydoc,2020-10-01 19:37:54.384,768922.0,2.0,,,,,,,,,,
52,yapf,https://github.com/google/yapf,,A formatter for Python files.,formatters,30,True,google/yapf,https://github.com/google/yapf,Apache-2.0,2015-03-18 18:22:31.000,2021-05-04 19:59:56.000,2021-05-04 19:59:56.000,791.0,370.0,11743.0,2020-04-23 19:07:36.000,0.30.0,67.0,126.0,,conda-forge/yapf,yapf,313.0,,23384.0,19978.0,https://pypi.org/project/yapf,2020-04-23 19:07:36.000,3406.0,1665020.0,1675962.0,https://anaconda.org/conda-forge/yapf,2021-04-19 00:01:27.357,645629.0,3.0,,,,,,,,,,
53,py-spy,https://github.com/benfred/py-spy,,Sampling profiler for Python programs.,profiling,30,True,benfred/py-spy,https://github.com/benfred/py-spy,MIT,2018-08-01 02:22:15.000,2021-05-16 17:48:19.000,2021-05-16 17:21:31.000,248.0,142.0,6930.0,2021-05-16 17:48:19.000,0.3.7,30.0,25.0,,,py-spy,62.0,389.0,877.0,827.0,https://pypi.org/project/py-spy,2021-05-16 17:48:19.000,50.0,514512.0,514745.0,,,,1.0,5144.0,1.0,,py-spy,,,,,,
54,pyautogui,https://github.com/asweigart/pyautogui,,A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard.,testing,30,True,asweigart/pyautogui,https://github.com/asweigart/pyautogui,BSD-3-Clause,2014-07-17 23:30:38.000,2021-04-30 15:18:47.000,2021-04-18 05:05:11.000,694.0,167.0,5105.0,2020-10-06 22:15:19.000,0.9.52,49.0,50.0,,conda-forge/pyautogui,pyautogui,300.0,390.0,8538.0,7930.0,https://pypi.org/project/pyautogui,2020-10-06 22:15:19.000,608.0,455781.0,458676.0,https://anaconda.org/conda-forge/pyautogui,2020-10-13 12:17:23.308,121630.0,2.0,,,,,,,,,,
55,factory_boy,https://github.com/FactoryBoy/factory_boy,,A test fixtures replacement for Python.,testing,30,True,FactoryBoy/factory_boy,https://github.com/FactoryBoy/factory_boy,MIT,2011-05-11 08:26:59.000,2021-05-27 13:16:46.000,2021-05-25 12:47:30.000,315.0,340.0,2505.0,2018-05-05 15:05:40.000,2.11.1,36.0,114.0,,conda-forge/factory_boy,factory_boy,138.0,877.0,4256.0,,https://pypi.org/project/factory_boy,2018-05-05 15:05:40.000,4256.0,1662473.0,1663671.0,https://anaconda.org/conda-forge/factory_boy,2021-04-04 01:17:30.466,67093.0,2.0,,,,,,,,,,
56,pydocstyle,https://github.com/PyCQA/pydocstyle,,docstring style checker.,linters,30,True,PyCQA/pydocstyle,https://github.com/PyCQA/pydocstyle,MIT,2012-01-31 17:18:23.000,2021-05-18 22:35:13.379,2021-05-17 20:39:45.000,146.0,194.0,774.0,2021-05-17 20:37:45.000,6.1.1,17.0,72.0,,conda-forge/pydocstyle,pydocstyle,73.0,710.0,20380.0,16460.0,https://pypi.org/project/pydocstyle,2021-05-17 20:37:45.000,3920.0,2145388.0,2151553.0,https://anaconda.org/conda-forge/pydocstyle,2021-05-18 22:35:13.379,357607.0,2.0,51.0,,,,,,,,,
57,pytest-html,https://github.com/pytest-dev/pytest-html,,Plugin for generating HTML reports for pytest results.,testing,30,True,pytest-dev/pytest-html,https://github.com/pytest-dev/pytest-html,MPL-2.0,2015-04-14 19:22:42.000,2021-05-11 22:04:17.000,2021-01-23 03:26:17.000,170.0,180.0,421.0,2020-12-13 15:24:58.000,3.1.1,44.0,43.0,['pytest'],conda-forge/pytest-html,pytest-html,81.0,376.0,11102.0,10118.0,https://pypi.org/project/pytest-html,2020-12-13 15:24:58.000,984.0,1753379.0,1756099.0,https://anaconda.org/conda-forge/pytest-html,2020-12-13 19:43:13.698,130590.0,2.0,,,,,,,,,,
58,typed_ast,https://github.com/python/typed_ast,,Modified fork of CPython's ast module that parses `# type:` comments.,ast,30,True,python/typed_ast,https://github.com/python/typed_ast,Apache-2.0,2016-02-16 22:40:09.000,2021-04-12 00:18:06.000,2021-04-12 00:18:06.000,46.0,75.0,183.0,2020-12-30 23:17:52.000,1.4.2,29.0,21.0,,,typed_ast,6.0,173.0,10362.0,,https://pypi.org/project/typed_ast,2021-04-11 23:57:40.000,10362.0,16982943.0,16982943.0,,,,1.0,,,,,,,,,,
59,PySnooper,https://github.com/cool-RR/PySnooper,,Never use print for debugging again.,debugging,29,True,cool-RR/PySnooper,https://github.com/cool-RR/PySnooper,MIT,2019-04-18 13:55:43.000,2021-05-20 07:26:20.000,2021-05-19 08:23:53.000,892.0,93.0,14435.0,2021-05-19 08:24:40.000,0.5.0,54.0,26.0,,conda-forge/pysnooper,pysnooper,18.0,299.0,448.0,402.0,https://pypi.org/project/pysnooper,2021-05-19 08:24:40.000,46.0,95445.0,96928.0,https://anaconda.org/conda-forge/pysnooper,2021-05-19 12:14:49.747,35614.0,1.0,,,,,,,,,,
60,pyre-check,https://github.com/facebook/pyre-check,,Performant type-checking for python.,linters,29,True,facebook/pyre-check,https://github.com/facebook/pyre-check,MIT,2017-11-10 17:31:36.000,2021-05-27 13:48:57.000,2021-05-27 13:48:53.000,318.0,193.0,5389.0,2021-05-14 19:50:13.000,0.9.3,62.0,160.0,,,pyre-check,65.0,9201.0,46.0,,https://pypi.org/project/pyre-check,2021-05-14 01:29:18.000,46.0,19754.0,19754.0,,,,2.0,,,,,,,,,,
61,line_profiler,https://github.com/pyutils/line_profiler,,Line-by-line profiling for Python.,profiling,29,True,pyutils/line_profiler,https://github.com/pyutils/line_profiler,BSD-3-Clause,2016-05-26 17:37:38.151,2021-05-24 16:18:09.000,2021-05-24 16:18:09.000,250.0,10.0,3521.0,2021-04-30 19:15:30.000,3.2.5,8.0,24.0,,conda-forge/line_profiler,line_profiler,31.0,160.0,692.0,,https://pypi.org/project/line_profiler,2017-12-20 02:30:37.000,692.0,463079.0,466066.0,https://anaconda.org/conda-forge/line_profiler,2021-05-01 02:19:56.551,179230.0,2.0,,,,,,,,,,
62,pipreqs,https://github.com/bndr/pipreqs,,pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this..,dependency-managers,29,True,bndr/pipreqs,https://github.com/bndr/pipreqs,Apache-2.0,2015-04-22 16:38:14.000,2021-05-13 18:45:04.000,2021-05-05 05:08:31.000,225.0,88.0,3414.0,2019-11-14 11:06:56.000,0.4.10,38.0,50.0,,conda-forge/pipreqs,pipreqs,82.0,300.0,5800.0,5272.0,https://pypi.org/project/pipreqs,2019-11-14 11:00:54.000,528.0,103130.0,103504.0,https://anaconda.org/conda-forge/pipreqs,2019-11-14 14:53:43.131,20993.0,3.0,,,,,,,,,,
63,wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,,The strictest and most opinionated python linter ever!.,linters,29,True,wemake-services/wemake-python-styleguide,https://github.com/wemake-services/wemake-python-styleguide,MIT,2018-03-09 21:04:25.000,2021-05-27 07:29:31.000,2021-05-27 07:29:29.000,273.0,866.0,1482.0,2021-02-27 12:22:01.000,0.15.2,51.0,141.0,,,wemake-python-styleguide,83.0,1706.0,350.0,336.0,https://pypi.org/project/wemake-python-styleguide,2021-02-27 12:21:14.000,14.0,72588.0,72588.0,,,,2.0,,,,,,,,,,
64,rope,https://github.com/python-rope/rope,,a python refactoring library.,refactoring,29,True,python-rope/rope,https://github.com/python-rope/rope,LGPL-3.0,2013-11-30 15:30:20.000,2021-05-20 05:33:00.000,2021-05-20 05:32:18.000,122.0,116.0,1136.0,2020-10-07 16:08:59.000,0.18.0,19.0,63.0,,conda-forge/rope,rope,75.0,1881.0,31486.0,28554.0,https://pypi.org/project/rope,2020-10-07 16:08:59.000,2932.0,404970.0,415641.0,https://anaconda.org/conda-forge/rope,2021-04-19 19:56:13.091,522884.0,1.0,,,,,,,,,,
65,pytest-mock,https://github.com/pytest-dev/pytest-mock,,Thin-wrapper around the mock package for easier use with pytest.,testing,29,True,pytest-dev/pytest-mock,https://github.com/pytest-dev/pytest-mock,MIT,2014-07-17 00:40:32.000,2021-05-18 12:01:18.000,2021-05-18 12:01:17.000,95.0,89.0,1066.0,2021-05-18 11:53:27.000,3.6.1,52.0,54.0,['pytest'],conda-forge/pytest-mock,pytest-mock,10.0,,22516.0,16336.0,https://pypi.org/project/pytest-mock,2021-05-06 19:21:18.000,6180.0,4096064.0,4111929.0,https://anaconda.org/conda-forge/pytest-mock,2021-05-07 01:15:17.653,920205.0,2.0,,,,,,,,,,
66,pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,,Pytest support for asyncio.,testing,29,True,pytest-dev/pytest-asyncio,https://github.com/pytest-dev/pytest-asyncio,Apache-2.0,2015-04-11 00:18:05.000,2021-05-21 06:41:07.000,2021-04-21 23:06:33.000,79.0,94.0,727.0,2021-04-21 23:04:29.000,0.15.1,20.0,26.0,['pytest'],conda-forge/pytest-asyncio,pytest-asyncio,65.0,169.0,14333.0,12305.0,https://pypi.org/project/pytest-asyncio,2021-04-21 23:04:29.000,2028.0,1641822.0,1650647.0,https://anaconda.org/conda-forge/pytest-asyncio,2021-05-21 05:59:51.013,423617.0,2.0,,,,,,,,,,
67,flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,,A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in..,linters,29,True,PyCQA/flake8-bugbear,https://github.com/PyCQA/flake8-bugbear,MIT,2016-03-15 20:54:43.000,2021-04-03 17:18:13.000,2021-04-01 21:18:24.000,41.0,53.0,544.0,2021-04-01 21:21:59.000,21.4.3,34.0,37.0,['flake8'],conda-forge/flake8-bugbear,flake8-bugbear,36.0,163.0,4689.0,3649.0,https://pypi.org/project/flake8-bugbear,2021-04-01 21:21:59.000,1040.0,808824.0,822737.0,https://anaconda.org/conda-forge/flake8-bugbear,2021-04-02 22:23:40.112,292180.0,2.0,,,,,,,,,,
68,breathe,https://github.com/michaeljones/breathe,,ReStructuredText and Sphinx bridge to Doxygen.,documentation,29,True,michaeljones/breathe,https://github.com/michaeljones/breathe,BSD-3-Clause,2009-02-03 18:52:25.000,2021-05-18 23:51:54.000,2021-05-18 23:33:51.000,138.0,338.0,533.0,2021-05-06 19:46:25.000,4.30.0,59.0,94.0,,conda-forge/breathe,breathe,98.0,1467.0,6553.0,4545.0,https://pypi.org/project/breathe,2021-05-06 19:45:36.000,2008.0,91407.0,94975.0,https://anaconda.org/conda-forge/breathe,2021-05-08 22:53:25.599,192671.0,2.0,65.0,,,,,,,,,
69,prettytable,https://github.com/jazzband/prettytable,,Display tabular data in a visually appealing ASCII table format.,logging,29,False,jazzband/prettytable,https://github.com/jazzband/prettytable,BSD-1-Clause,2016-01-15 02:39:17.000,2021-05-19 15:40:44.000,2021-04-17 17:19:27.000,71.0,31.0,459.0,2021-03-02 19:34:23.000,2.1.0,14.0,27.0,,conda-forge/prettytable,prettytable,18.0,309.0,16760.0,16760.0,https://pypi.org/project/prettytable,2021-03-02 19:34:23.000,0.0,3352847.0,3357422.0,https://anaconda.org/conda-forge/prettytable,2021-03-02 22:49:12.885,269941.0,2.0,,,,,,,,,,
70,mccabe,https://github.com/PyCQA/mccabe,,McCabe complexity checker for Python.,code-metrics,29,True,PyCQA/mccabe,https://github.com/PyCQA/mccabe,Saxpath,2013-02-20 22:19:04.000,2021-04-02 23:49:37.000,2021-04-02 23:49:37.000,40.0,34.0,401.0,2017-01-26 22:13:14.000,0.6.1,11.0,21.0,,conda-forge/mccabe,mccabe,7.0,142.0,226469.0,195459.0,https://pypi.org/project/mccabe,2017-01-26 22:13:14.000,31010.0,17875408.0,17920487.0,https://anaconda.org/conda-forge/mccabe,2018-07-08 18:43:04.536,2659682.0,1.0,,,,,,,,,,
71,hacking,https://github.com/openstack/hacking,,OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org.,linters,29,True,openstack/hacking,https://github.com/openstack/hacking,Apache-2.0,2013-03-26 21:09:28.000,2021-05-03 07:19:25.000,2021-05-03 02:35:11.000,66.0,,218.0,2021-04-21 10:37:50.000,4.1.0,37.0,179.0,['flake8'],,hacking,,1049.0,8690.0,,https://pypi.org/project/hacking,2021-04-21 10:37:50.000,8690.0,196216.0,196216.0,,,,2.0,,,,,,,,,,
72,mimesis,https://github.com/lk-geimfari/mimesis,,"Mimesis is a high-performance fake data generator for Python, which provides data for a variety of purposes in a..",testing,28,True,lk-geimfari/mimesis,https://github.com/lk-geimfari/mimesis,MIT,2016-09-09 21:41:22.000,2021-05-21 10:00:55.000,2021-04-30 07:22:02.000,274.0,280.0,3301.0,2020-12-21 11:12:37.000,4.1.3,30.0,106.0,,,mimesis,7.0,1958.0,84.0,,https://pypi.org/project/mimesis,2020-12-21 11:12:37.000,84.0,109426.0,109428.0,,,,2.0,157.0,,,,,,,,,
73,pytype,https://github.com/google/pytype,,A static type analyzer for Python code.,linters,28,True,google/pytype,https://github.com/google/pytype,Apache-2.0,2015-03-18 20:52:08.000,2021-05-25 21:44:30.000,2021-05-25 19:10:25.000,192.0,318.0,3282.0,2021-05-25 21:37:24.000,2021.5.25,102.0,61.0,,conda-forge/pytype,pytype,101.0,4310.0,88.0,,https://pypi.org/project/pytype,2021-05-25 21:37:24.000,88.0,98799.0,102646.0,https://anaconda.org/conda-forge/pytype,2020-10-13 18:48:00.617,46170.0,2.0,,,,,,,,,,
74,structlog,https://github.com/hynek/structlog,,Structured Logging for Python.,logging,28,True,hynek/structlog,https://github.com/hynek/structlog,MIT,2013-08-13 15:55:58.000,2021-05-19 09:43:09.000,2021-05-19 09:43:09.000,137.0,150.0,1499.0,2021-02-18 16:17:00.000,21.1.0,23.0,72.0,,conda-forge/structlog,structlog,33.0,,4443.0,3237.0,https://pypi.org/project/structlog,2021-02-18 16:06:29.000,1206.0,2095630.0,2097498.0,https://anaconda.org/conda-forge/structlog,2021-02-22 14:39:08.894,108392.0,2.0,,,,,,,,,,
75,pyelftools,https://github.com/eliben/pyelftools,,Parsing ELF and DWARF in Python.,debugging,28,True,eliben/pyelftools,https://github.com/eliben/pyelftools,Unlicense,2013-06-08 22:55:54.000,2021-05-27 13:38:35.000,2021-05-27 13:38:35.000,390.0,112.0,1225.0,,,8.0,75.0,,conda-forge/pyelftools,pyelftools,54.0,571.0,3024.0,2140.0,https://pypi.org/project/pyelftools,2020-10-27 13:45:19.000,884.0,669037.0,670081.0,https://anaconda.org/conda-forge/pyelftools,2020-10-27 16:16:13.901,64769.0,2.0,,,,,,,,,,
76,radon,https://github.com/rubik/radon,,Various code metrics for Python code.,code-metrics,28,True,rubik/radon,https://github.com/rubik/radon,MIT,2012-09-20 18:58:58.000,2021-05-23 07:40:10.000,2021-05-23 07:39:42.000,94.0,134.0,1219.0,2021-05-09 14:36:02.000,4.5.1,50.0,46.0,,conda-forge/radon,radon,20.0,514.0,2862.0,1764.0,https://pypi.org/project/radon,2021-05-23 07:40:10.000,1098.0,389164.0,389846.0,https://anaconda.org/conda-forge/radon,2020-09-18 20:13:31.841,29340.0,2.0,,,,,,,,,,
77,scons,https://github.com/SCons/scons,,SCons - a software construction tool.,build-tools,28,True,SCons/scons,https://github.com/SCons/scons,MIT,2017-03-23 22:12:34.579,2021-05-24 23:11:49.000,2021-05-17 00:52:19.000,210.0,2640.0,1149.0,2021-01-19 22:02:05.000,4.1.0,14.0,133.0,,conda-forge/scons,scons,664.0,7140.0,50.0,,https://pypi.org/project/scons,2019-12-17 02:49:51.000,50.0,163384.0,167175.0,https://anaconda.org/conda-forge/scons,2021-01-20 08:05:53.549,188928.0,2.0,352.0,,,,,,,,,
78,safety,https://github.com/pyupio/safety,,Safety checks your installed dependencies for known security vulnerabilities.,security,28,True,pyupio/safety,https://github.com/pyupio/safety,MIT,2016-10-19 13:22:56.000,2021-05-14 19:37:10.000,2021-04-28 19:57:23.000,85.0,68.0,1024.0,2021-01-15 19:34:46.000,1.10.3,38.0,35.0,,conda-forge/safety,safety,44.0,372.0,2444.0,1900.0,https://pypi.org/project/safety,2021-01-15 19:34:46.000,544.0,580684.0,584729.0,https://anaconda.org/conda-forge/safety,2021-01-15 20:54:00.958,17919.0,2.0,46196.0,,,,,,,,,
79,python-json-logger,https://github.com/madzak/python-json-logger,,Json Formatter for the standard python logger.,logging,28,True,madzak/python-json-logger,https://github.com/madzak/python-json-logger,BSD-2-Clause,2011-12-27 05:12:26.000,2021-04-18 19:41:32.000,2020-10-12 16:12:03.000,142.0,45.0,974.0,2020-10-12 16:26:53.000,2.0.1,19.0,43.0,,conda-forge/python-json-logger,python-json-logger,18.0,179.0,16022.0,15104.0,https://pypi.org/project/python-json-logger,2020-10-12 16:26:53.000,918.0,3075120.0,3088607.0,https://anaconda.org/conda-forge/python-json-logger,2020-10-12 23:31:31.855,660892.0,2.0,,,,,,,,,,
80,progressbar2,https://github.com/WoLpH/python-progressbar,,Progressbar 2 - A progress bar for Python 2 and Python 3 - pip install progressbar2.,logging,28,True,WoLpH/python-progressbar,https://github.com/WoLpH/python-progressbar,BSD-3-Clause,2012-02-20 06:19:21.000,2021-03-15 00:40:40.000,2021-03-15 00:40:40.000,91.0,179.0,692.0,2020-09-09 13:36:59.000,3.53.1,94.0,38.0,,conda-forge/progressbar2,progressbar2,9.0,867.0,11452.0,9256.0,https://pypi.org/project/progressbar2,2020-09-09 13:28:47.000,2196.0,1040408.0,1045496.0,https://anaconda.org/conda-forge/progressbar2,2020-09-09 14:31:33.844,278012.0,2.0,1571.0,,,,,,,,,
81,colorlog,https://github.com/borntyping/python-colorlog,,A colored formatter for the python logging module.,logging,28,True,borntyping/python-colorlog,https://github.com/borntyping/python-colorlog,MIT,2012-09-05 17:57:21.000,2021-05-27 09:29:03.000,2021-05-27 09:28:52.000,72.0,62.0,689.0,2021-04-13 13:51:48.000,5.0.1,58.0,29.0,,conda-forge/colorlog,colorlog,2.0,,13558.0,9892.0,https://pypi.org/project/colorlog,2021-05-27 09:18:43.000,3666.0,4690189.0,4696085.0,https://anaconda.org/conda-forge/colorlog,2021-04-14 16:26:06.310,359678.0,2.0,,,,,,,,,,
82,nose2,https://github.com/nose-devs/nose2,,"The successor to nose, based on unittest2.",testing,28,True,nose-devs/nose2,https://github.com/nose-devs/nose2,BSD-3-Clause,2011-12-14 15:33:15.000,2021-03-10 16:59:07.000,2021-03-10 16:59:06.000,131.0,196.0,679.0,2021-01-27 21:57:28.000,0.10.0,26.0,71.0,,conda-forge/nose2,nose2,55.0,990.0,5686.0,3748.0,https://pypi.org/project/nose2,2021-01-27 21:57:28.000,1938.0,343924.0,344775.0,https://anaconda.org/conda-forge/nose2,2020-02-02 06:02:02.004,30654.0,2.0,,,,,,,,,,
83,astor,https://github.com/berkerpeksag/astor,,Python AST read/write.,ast,28,True,berkerpeksag/astor,https://github.com/berkerpeksag/astor,BSD-3-Clause,2012-09-19 23:02:51.000,2021-03-15 17:27:04.000,2021-03-15 17:27:04.000,81.0,72.0,581.0,2019-12-10 01:50:33.000,0.8.1,14.0,31.0,,conda-forge/astor,astor,35.0,261.0,3756.0,,https://pypi.org/project/astor,2019-12-10 01:50:33.000,3756.0,3669777.0,3693267.0,https://anaconda.org/conda-forge/astor,2020-07-01 13:36:26.971,1151057.0,2.0,,,,,,,,,,
84,buildout,https://github.com/buildout/buildout,,Buildout is a deployment automation tool written in and extended with Python.,build-tools,28,False,buildout/buildout,https://github.com/buildout/buildout,ZPL-2.1,2012-03-25 21:47:18.000,2021-05-11 11:55:36.000,2021-03-29 11:37:20.000,170.0,203.0,511.0,2021-03-08 07:25:44.000,2.13.4,103.0,89.0,,,zc.buildout,138.0,1616.0,1974.0,,https://pypi.org/project/zc.buildout,2021-03-09 08:12:12.000,1974.0,98453.0,98453.0,,,,2.0,,,,,,,,,,
85,pylint-django,https://github.com/PyCQA/pylint-django,,Pylint plugin for improving code analysis for when using Django.,linters,28,True,PyCQA/pylint-django,https://github.com/PyCQA/pylint-django,GPL-2.0,2013-10-01 06:35:15.000,2021-04-26 10:10:55.000,2021-04-26 10:09:38.000,99.0,149.0,464.0,2021-04-09 06:40:49.000,2.4.3,49.0,58.0,['pylint'],conda-forge/pylint-django,pylint-django,24.0,547.0,15726.0,13480.0,https://pypi.org/project/pylint-django,2021-04-09 06:39:56.000,2246.0,624359.0,625743.0,https://anaconda.org/conda-forge/pylint-django,2021-01-12 09:07:20.984,78426.0,2.0,180.0,,,,,,,,,
86,ddt,https://github.com/datadriventests/ddt,,Data-Driven Tests for Python Unittest.,testing,28,True,datadriventests/ddt,https://github.com/datadriventests/ddt,MIT,2012-02-11 22:57:10.000,2021-03-12 20:36:06.000,2021-03-12 20:34:54.000,96.0,30.0,384.0,2021-03-12 20:36:06.000,1.4.2,26.0,34.0,,conda-forge/ddt,ddt,17.0,211.0,6027.0,3543.0,https://pypi.org/project/ddt,2020-05-15 02:43:35.000,2484.0,280240.0,281415.0,https://anaconda.org/conda-forge/ddt,2020-05-15 03:17:11.932,58793.0,2.0,,,,,,,,,,
87,astunparse,https://github.com/simonpercivall/astunparse,,An AST unparser for Python.,ast,28,False,simonpercivall/astunparse,https://github.com/simonpercivall/astunparse,BSD-3-Clause,2014-03-31 15:34:54.000,2021-05-13 16:10:26.000,2019-12-22 18:11:19.000,39.0,21.0,160.0,2019-12-22 18:12:11.000,1.6.3,11.0,10.0,,conda-forge/astunparse,astunparse,18.0,86.0,20054.0,19872.0,https://pypi.org/project/astunparse,2019-12-22 18:12:11.000,182.0,4382270.0,4387871.0,https://anaconda.org/conda-forge/astunparse,2021-01-15 07:40:29.426,263293.0,2.0,,,,,,,,,,
88,Nuitka,https://github.com/Nuitka/Nuitka,,"Nuitka is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.3, 3.4, 3.5, 3.6, 3.7,..",packaging,27,True,Nuitka/Nuitka,https://github.com/Nuitka/Nuitka,Apache-2.0,2013-04-23 15:40:33.000,2021-05-27 10:51:04.000,2021-05-25 09:35:56.000,286.0,723.0,4205.0,2021-04-15 16:56:28.000,0.6.14,150.0,94.0,,conda-forge/nuitka,nuitka,197.0,7743.0,54.0,,https://pypi.org/project/nuitka,2021-05-24 14:17:03.000,54.0,22013.0,26558.0,https://anaconda.org/conda-forge/nuitka,2021-05-24 21:35:45.068,277273.0,2.0,,,,,,,,,,
89,coala,https://github.com/coala/coala,,"coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming..",linters,27,True,coala/coala,https://github.com/coala/coala,AGPL-3.0,2014-05-15 11:35:34.000,2021-05-16 15:51:22.000,2021-05-16 15:13:58.000,1356.0,2371.0,3191.0,2017-05-30 10:07:57.000,0.11.1,730.0,482.0,,,coala-bears,846.0,4486.0,218.0,10.0,https://pypi.org/project/coala-bears,2017-11-10 21:04:50.000,208.0,1995.0,1996.0,,,,2.0,135.0,,,,,,,,,
90,memory-profiler,https://github.com/pythonprofilers/memory_profiler,,Monitor Memory usage of Python code.,profiling,27,True,pythonprofilers/memory_profiler,https://github.com/pythonprofilers/memory_profiler,BSD-3-Clause,2011-10-14 11:56:14.000,2021-04-19 19:16:50.000,2021-04-19 19:16:50.000,309.0,99.0,2918.0,2018-08-16 03:16:49.000,0.54.0,52.0,87.0,,,memory_profiler,88.0,636.0,534.0,,https://pypi.org/project/memory_profiler,2018-08-16 03:16:49.000,534.0,315419.0,315419.0,,,,2.0,,,,,,,,,,
91,pyinstrument,https://github.com/joerick/pyinstrument,,Call stack profiler for Python. Shows you why your code is slow!.,profiling,27,True,joerick/pyinstrument,https://github.com/joerick/pyinstrument,BSD-3-Clause,2014-03-13 17:53:13.000,2021-05-03 13:06:12.737,2021-05-03 09:03:51.000,105.0,60.0,2771.0,2021-05-03 09:06:06.000,3.4.2,29.0,27.0,,conda-forge/pyinstrument,pyinstrument,19.0,470.0,399.0,263.0,https://pypi.org/project/pyinstrument,2021-05-03 09:06:06.000,136.0,153723.0,154979.0,https://anaconda.org/conda-forge/pyinstrument,2021-05-03 13:06:12.737,70372.0,2.0,,,,,,,,,,
92,pudb,https://github.com/inducer/pudb,,Full-screen console debugger for Python.,debugging,27,True,inducer/pudb,https://github.com/inducer/pudb,MIT,2011-05-13 23:44:30.000,2021-05-26 22:57:23.000,2021-05-26 22:57:22.000,176.0,132.0,2106.0,2017-09-02 18:52:28.000,2017.1.4,69.0,76.0,,conda-forge/pudb,pudb,139.0,,3772.0,2346.0,https://pypi.org/project/pudb,2021-05-08 20:11:53.000,1426.0,674883.0,676608.0,https://anaconda.org/conda-forge/pudb,2020-04-15 19:25:06.154,100061.0,2.0,,,,,,,,,,
93,vulture,https://github.com/jendrikseipp/vulture,,Find dead Python code.,refactoring,27,True,jendrikseipp/vulture,https://github.com/jendrikseipp/vulture,MIT,2016-08-11 15:39:58.647,2021-05-20 11:30:32.000,2021-04-29 20:36:37.000,77.0,132.0,1671.0,2021-01-16 17:51:40.000,2.3,42.0,28.0,,conda-forge/vulture,vulture,13.0,679.0,1286.0,926.0,https://pypi.org/project/vulture,2021-01-16 17:49:50.000,360.0,135516.0,136277.0,https://anaconda.org/conda-forge/vulture,2020-08-11 23:14:02.062,43409.0,2.0,,,,,,,,,,
94,Diamond,https://github.com/python-diamond/Diamond,,Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of..,profiling,27,False,python-diamond/Diamond,https://github.com/python-diamond/Diamond,MIT,2013-10-11 23:32:13.000,2021-04-29 21:15:40.000,2018-03-15 16:54:31.000,592.0,129.0,1614.0,2016-11-25 22:13:29.000,4.0.515,36.0,342.0,,,diamond,226.0,3219.0,91.0,60.0,https://pypi.org/project/diamond,2016-11-25 22:13:29.000,31.0,34859.0,34859.0,,,,2.0,,,,,,,,,,
95,flit,https://github.com/takluyver/flit,,Simplified packaging of Python modules.,build-tools,27,True,takluyver/flit,https://github.com/takluyver/flit,BSD-3-Clause,2015-03-13 21:22:27.000,2021-05-01 00:36:07.000,2021-04-02 14:17:07.000,70.0,160.0,1422.0,2021-03-01 15:37:10.000,3.1.0,39.0,42.0,,conda-forge/flit,flit,83.0,895.0,226.0,,https://pypi.org/project/flit,2021-03-01 15:37:10.000,226.0,98296.0,99900.0,https://anaconda.org/conda-forge/flit,2021-03-22 11:34:50.479,81817.0,3.0,,,,,,,,,,
96,doit,https://github.com/pydoit/doit,,task management & automation tool.,build-tools,27,True,pydoit/doit,https://github.com/pydoit/doit,MIT,2014-02-14 22:21:23.000,2021-05-17 18:10:20.000,2021-05-14 03:29:39.000,124.0,191.0,1021.0,2020-09-04 06:38:01.000,0.33.1,43.0,56.0,,conda-forge/doit,doit,65.0,1366.0,1168.0,702.0,https://pypi.org/project/doit,2020-09-04 06:38:01.000,466.0,209479.0,210806.0,https://anaconda.org/conda-forge/doit,2020-10-11 16:47:23.103,54434.0,3.0,,,,,,,,,,
97,pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,,py.test fixture for benchmarking code.,testing,27,True,ionelmc/pytest-benchmark,https://github.com/ionelmc/pytest-benchmark,BSD-2-Clause,2014-10-10 10:55:33.000,2021-04-29 19:23:45.000,2021-04-17 19:47:14.000,78.0,77.0,762.0,2021-04-17 19:47:26.000,3.4.1,41.0,32.0,['pytest'],conda-forge/pytest-benchmark,pytest-benchmark,71.0,984.0,2528.0,1798.0,https://pypi.org/project/pytest-benchmark,2021-04-17 19:47:26.000,730.0,320006.0,329136.0,https://anaconda.org/conda-forge/pytest-benchmark,2021-04-18 21:19:04.860,566109.0,3.0,,,,,,,,,,
98,pytest-sugar,https://github.com/Teemu/pytest-sugar,,"a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail..",testing,27,True,Teemu/pytest-sugar,https://github.com/Teemu/pytest-sugar,BSD-3-Clause,2013-06-25 21:09:27.000,2020-10-24 19:01:48.000,2020-10-24 18:04:51.000,51.0,68.0,709.0,2020-07-06 18:40:33.000,0.9.4,25.0,36.0,['pytest'],conda-forge/pytest-sugar,pytest-sugar,35.0,344.0,11906.0,7326.0,https://pypi.org/project/pytest-sugar,2020-07-06 18:40:33.000,4580.0,493423.0,495605.0,https://anaconda.org/conda-forge/pytest-sugar,2020-09-18 13:41:24.029,98224.0,3.0,,,,,,,,,,
99,pep8-naming,https://github.com/PyCQA/pep8-naming,,Naming Convention checker for Python.,linters,27,False,PyCQA/pep8-naming,https://github.com/PyCQA/pep8-naming,Saxpath,2013-02-09 18:32:52.000,2021-05-01 15:45:56.000,2021-05-01 15:45:56.000,49.0,64.0,299.0,2020-06-16 23:48:52.000,0.11.1,21.0,27.0,,conda-forge/pep8-naming,pep8-naming,13.0,224.0,9452.0,6424.0,https://pypi.org/project/pep8-naming,2020-06-16 23:48:52.000,3028.0,978103.0,981078.0,https://anaconda.org/conda-forge/pep8-naming,2020-07-01 03:49:33.929,187457.0,2.0,,,,,,,,,,
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 06:57:52.000,2021-05-26 23:29:58.000,2021-05-26 23:29:58.000,2040.0,1226.0,23519.0,2021-05-23 17:03:23.000,2.0.0,42.0,323.0,,,pyenv,125.0,2582.0,1.0,,https://pypi.org/project/pyenv,2019-01-12 14:49:22.000,1.0,6792.0,6792.0,,,,2.0,,,,,,,,,,
101,sqlmap,https://github.com/sqlmapproject/sqlmap,,Automatic SQL injection and database takeover tool.,security,26,True,sqlmapproject/sqlmap,https://github.com/sqlmapproject/sqlmap,GPL-3.0,2012-06-26 09:52:15.000,2021-05-27 10:29:59.000,2021-05-27 10:29:40.000,4300.0,4271.0,20196.0,2021-03-03 22:08:16.000,1.5.3,67.0,106.0,,,sqlmap,47.0,9774.0,8.0,,https://pypi.org/project/sqlmap,2021-05-01 09:40:03.000,8.0,8015.0,8015.0,,,,2.0,,,,,,,,,,
102,playwright-python,https://github.com/microsoft/playwright-python,,Python version of the Playwright testing and automation library.,testing,26,True,microsoft/playwright-python,https://github.com/microsoft/playwright-python,Apache-2.0,2020-07-01 15:28:13.000,2021-05-26 12:36:29.000,2021-05-26 12:36:29.000,389.0,325.0,4557.0,2021-05-20 21:04:39.000,1.11.2,52.0,20.0,,,playwright,15.0,363.0,216.0,216.0,https://pypi.org/project/playwright,2021-05-20 21:04:39.000,0.0,58223.0,58223.0,,,,3.0,,,,,,,,,,
103,pex,https://github.com/pantsbuild/pex,,A library and tool for generating .pex (Python EXecutable) files.,packaging,26,True,pantsbuild/pex,https://github.com/pantsbuild/pex,Apache-2.0,2014-07-21 17:06:12.000,2021-05-10 20:48:20.000,2021-05-08 18:59:22.000,194.0,553.0,1884.0,2021-04-29 23:00:08.000,2.1.42,131.0,99.0,,,pex,133.0,,230.0,,https://pypi.org/project/pex,2021-04-29 23:00:51.000,230.0,129271.0,134927.0,,,,2.0,305429.0,,,,,,,,,
104,prospector,https://github.com/PyCQA/prospector,,"Inspects Python source files and provides information about type and location of classes, methods etc.",code-metrics,26,True,PyCQA/prospector,https://github.com/PyCQA/prospector,GPL-2.0,2013-08-05 07:26:30.000,2021-05-24 17:20:46.000,2020-10-21 22:30:57.000,123.0,211.0,1426.0,2020-10-21 22:32:26.000,1.3.1,91.0,67.0,,conda-forge/prospector,prospector,51.0,1051.0,3382.0,2244.0,https://pypi.org/project/prospector,2020-10-21 22:31:43.000,1138.0,362784.0,363204.0,https://anaconda.org/conda-forge/prospector,2020-11-18 00:26:14.628,23980.0,2.0,,,,,,,,,,
105,pybuilder,https://github.com/pybuilder/pybuilder,,Software build automation tool for Python.,build-tools,26,True,pybuilder/pybuilder,https://github.com/pybuilder/pybuilder,Apache-2.0,2012-07-23 11:38:06.000,2021-05-10 09:29:30.000,2020-10-18 16:56:10.000,234.0,389.0,1299.0,2020-10-06 16:13:40.000,0.12.10,617.0,35.0,,,pybuilder,87.0,1284.0,110.0,,https://pypi.org/project/pybuilder,2021-05-07 22:11:38.000,110.0,19617.0,19617.0,,,,3.0,,,,,,,,,,
106,pytest-bdd,https://github.com/pytest-dev/pytest-bdd,,BDD library for the py.test runner.,testing,26,True,pytest-dev/pytest-bdd,https://github.com/pytest-dev/pytest-bdd,MIT,2013-03-29 07:27:43.000,2021-05-27 11:43:32.000,2021-04-29 11:51:53.000,131.0,128.0,820.0,2020-12-07 12:41:15.000,4.0.2,89.0,40.0,['pytest'],conda-forge/pytest-bdd,pytest-bdd,102.0,658.0,268.0,,https://pypi.org/project/pytest-bdd,2020-12-07 12:41:15.000,268.0,184095.0,185229.0,https://anaconda.org/conda-forge/pytest-bdd,2020-02-03 16:53:59.114,27218.0,3.0,,,,,,,,,,
107,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,26,True,pympler/pympler,https://github.com/pympler/pympler,Apache-2.0,2012-10-04 23:35:16.000,2021-05-25 14:39:54.000,2020-10-15 19:16:49.000,67.0,46.0,770.0,2016-03-31 11:48:42.000,0.4.3,15.0,26.0,,conda-forge/pympler,pympler,32.0,443.0,478.0,,https://pypi.org/project/pympler,2020-10-14 20:27:50.000,478.0,439144.0,442462.0,https://anaconda.org/conda-forge/pympler,2020-10-14 22:08:39.935,165948.0,3.0,,,,,,,,,,
108,pdbpp,https://github.com/pdbpp/pdbpp,,"pdb++, a drop-in replacement for pdb (the Python debugger).",debugging,26,True,pdbpp/pdbpp,https://github.com/pdbpp/pdbpp,BSD-3-Clause,2017-06-11 13:42:16.000,2021-05-12 20:31:02.000,2021-04-30 20:58:34.000,41.0,108.0,740.0,2019-10-04 12:04:09.000,0.10.2,25.0,39.0,,conda-forge/pdbpp,pdbpp,56.0,685.0,3081.0,2053.0,https://pypi.org/project/pdbpp,2019-10-04 12:04:09.000,1028.0,345373.0,346638.0,https://anaconda.org/conda-forge/pdbpp,2019-05-07 20:32:36.208,56962.0,2.0,,,,,,,,,,
109,green,https://github.com/CleanCut/green,,"Green is a clean, colorful, fast python test runner.",testing,26,True,CleanCut/green,https://github.com/CleanCut/green,MIT,2014-04-01 20:08:18.000,2021-04-28 04:27:10.000,2021-04-28 04:25:32.000,74.0,160.0,698.0,2021-04-28 04:27:10.000,3.2.6,140.0,37.0,,conda-forge/green,green,4.0,1041.0,938.0,580.0,https://pypi.org/project/green,2021-04-28 04:27:10.000,358.0,17107.0,18873.0,https://anaconda.org/conda-forge/green,2020-11-12 18:09:27.157,77730.0,3.0,,,,,,,,,,
110,Yappi,https://github.com/sumerc/yappi,,"Yet Another Python Profiler, but this time thread&coroutine&greenlet aware.",profiling,26,True,sumerc/yappi,https://github.com/sumerc/yappi,MIT,2009-10-07 20:46:30.000,2021-03-23 08:19:22.000,2021-03-23 08:19:22.000,44.0,32.0,641.0,2020-11-27 15:28:40.000,1.3.2,17.0,22.0,,conda-forge/yappi,yappi,12.0,639.0,1051.0,411.0,https://pypi.org/project/yappi,2020-11-27 15:28:40.000,640.0,147905.0,149550.0,https://anaconda.org/conda-forge/yappi,2020-11-28 16:22:51.992,77359.0,3.0,,,,,,,,,,
111,setuptools_scm,https://github.com/pypa/setuptools_scm,,the blessed package to manage your versions by scm tags.,build-tools,26,True,pypa/setuptools_scm,https://github.com/pypa/setuptools_scm,MIT,2015-07-01 17:57:56.000,2021-05-24 17:35:10.000,2021-05-24 17:35:10.000,135.0,260.0,461.0,2020-12-13 22:17:40.000,5.0.1,47.0,84.0,,conda-forge/setuptools_scm,setuptools_scm,70.0,,694.0,,https://pypi.org/project/setuptools_scm,2018-08-09 06:35:57.000,694.0,12904581.0,12915081.0,https://anaconda.org/conda-forge/setuptools_scm,2021-03-17 16:05:30.451,651043.0,3.0,,,,,,,,,,
112,python-coloredlogs,https://github.com/xolox/python-coloredlogs,,Colored terminal output for Python's logging module.,logging,26,True,xolox/python-coloredlogs,https://github.com/xolox/python-coloredlogs,MIT,2013-05-30 18:57:12.000,2020-12-10 13:10:51.000,2020-12-10 13:09:55.000,36.0,49.0,415.0,2018-04-29 22:06:15.000,9.3.1,62.0,16.0,,,coloredlogs,23.0,271.0,9862.0,7766.0,https://pypi.org/project/coloredlogs,2020-12-10 13:10:51.000,2096.0,1632535.0,1632535.0,,,,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 03:40:17.000,2021-05-26 15:10:21.374,2020-12-27 17:36:40.000,44.0,33.0,387.0,2019-08-04 15:14:24.000,1.3.1,36.0,17.0,,conda-forge/autoflake,autoflake,33.0,439.0,2786.0,2206.0,https://pypi.org/project/autoflake,2019-08-04 15:14:24.000,580.0,947320.0,951843.0,https://anaconda.org/conda-forge/autoflake,2021-05-26 15:10:21.374,113076.0,2.0,,,,,,,,,,
114,sphinx-autodoc-typehints,https://github.com/agronholm/sphinx-autodoc-typehints,,Type hints support for the Sphinx autodoc extension.,documentation,26,True,agronholm/sphinx-autodoc-typehints,https://github.com/agronholm/sphinx-autodoc-typehints,MIT,2015-09-21 20:41:41.000,2021-05-20 18:56:40.000,2021-04-15 00:19:06.000,65.0,70.0,341.0,2020-10-12 20:37:53.000,1.11.1,28.0,29.0,['sphinx'],conda-forge/sphinx-autodoc-typehints,sphinx-autodoc-typehints,44.0,174.0,1380.0,,https://pypi.org/project/sphinx-autodoc-typehints,2020-10-12 20:37:53.000,1380.0,335044.0,339202.0,https://anaconda.org/conda-forge/sphinx-autodoc-typehints,2021-04-15 04:06:00.666,174652.0,2.0,,,,,,,,,,
115,darglint,https://github.com/terrencepreilly/darglint,,A python documentation linter which checks that the docstring description matches the definition.,linters,26,True,terrencepreilly/darglint,https://github.com/terrencepreilly/darglint,MIT,2017-09-25 14:11:21.000,2021-04-20 18:35:00.000,2021-04-04 23:02:21.000,24.0,91.0,310.0,2021-02-22 05:24:56.000,1.7.0,47.0,21.0,,conda-forge/darglint,darglint,37.0,495.0,437.0,417.0,https://pypi.org/project/darglint,2021-02-22 05:24:56.000,20.0,174494.0,175105.0,https://anaconda.org/conda-forge/darglint,2021-04-05 00:44:14.308,12234.0,2.0,,,,,,,,,,
116,pytest-mypy,https://github.com/dbader/pytest-mypy,,Mypy static type checker plugin for Pytest.,testing,26,True,dbader/pytest-mypy,https://github.com/dbader/pytest-mypy,MIT,2016-09-29 14:39:23.000,2021-03-21 15:51:09.000,2021-03-21 15:48:31.000,31.0,34.0,188.0,2021-03-21 15:51:09.000,0.8.1,17.0,15.0,['pytest'],conda-forge/pytest-mypy,pytest-mypy,9.0,216.0,1326.0,1060.0,https://pypi.org/project/pytest-mypy,2021-03-21 15:51:09.000,266.0,301660.0,302282.0,https://anaconda.org/conda-forge/pytest-mypy,2020-11-24 14:50:18.057,9341.0,3.0,,,,,,,,,,
117,gast,https://github.com/serge-sans-paille/gast,,Python AST that abstracts the underlying Python version.,ast,26,True,serge-sans-paille/gast,https://github.com/serge-sans-paille/gast,BSD-3-Clause,2016-07-18 10:39:07.000,2021-01-20 06:24:52.000,2020-11-26 20:24:53.000,22.0,21.0,108.0,2020-08-07 21:45:21.000,0.4.0,16.0,10.0,,conda-forge/gast,gast,4.0,80.0,59796.0,56408.0,https://pypi.org/project/gast,2020-08-07 21:45:21.000,3388.0,8328218.0,8358723.0,https://anaconda.org/conda-forge/gast,2020-08-07 22:36:47.303,1098210.0,3.0,,,,,,,,,,
118,gdbgui,https://github.com/cs01/gdbgui,,"Browser-based frontend to gdb (gnu debugger). Add breakpoints, view the stack, visualize data structures, and more in..",debugging,25,True,cs01/gdbgui,https://github.com/cs01/gdbgui,GPL-3.0,2016-10-27 03:19:25.000,2021-05-24 23:57:37.000,2020-12-21 02:51:39.000,473.0,159.0,7969.0,2021-05-20 07:34:40.000,0.13.2.2,91.0,35.0,,,gdbgui,114.0,420.0,91.0,89.0,https://pypi.org/project/gdbgui,2021-05-20 07:33:03.000,2.0,82850.0,83215.0,,,,3.0,3652.0,,,,,,,,,
119,pyright,https://github.com/microsoft/pyright,,Static type checker for Python.,linters,25,True,Microsoft/pyright,https://github.com/microsoft/pyright,MIT,2019-03-12 03:38:46.000,2021-05-26 22:09:17.000,2021-05-26 22:03:25.000,331.0,1565.0,6759.0,2021-05-26 22:09:18.000,1.1.144,228.0,55.0,,,,10.0,,81.0,77.0,,,,,83712.0,,,,2.0,,-3.0,,,pyright,https://www.npmjs.com/package/pyright,2021-05-26 22:05:30.912,4.0,83712.0,
120,mamba,https://github.com/mamba-org/mamba,,The Fast Cross-Platform Package Manager.,dependency-managers,25,True,mamba-org/mamba,https://github.com/mamba-org/mamba,BSD-3-Clause,2019-03-05 13:05:10.000,2021-05-26 19:34:32.000,2021-05-26 19:34:31.000,89.0,311.0,1617.0,,,71.0,50.0,,conda-forge/mamba,,138.0,1282.0,318.0,318.0,,,,,32021.0,https://anaconda.org/conda-forge/mamba,2021-05-12 22:31:43.620,832557.0,3.0,,,,,,,,,,
121,pyarmor,https://github.com/dashingsoft/pyarmor,,"A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts.",security,25,False,dashingsoft/pyarmor,https://github.com/dashingsoft/pyarmor,SGI-B-2.0,2017-08-26 04:11:53.000,2021-05-25 13:46:49.000,2021-05-25 13:46:38.000,133.0,491.0,954.0,2021-05-20 01:00:52.000,6.7.1,221.0,14.0,,,pyarmor,9.0,3098.0,213.0,203.0,https://pypi.org/project/pyarmor,2021-05-20 00:58:12.000,10.0,88652.0,88652.0,,,,3.0,18.0,,,,,,,,,
122,pylama,https://github.com/klen/pylama,,Code audit tool for python.,linters,25,False,klen/pylama,https://github.com/klen/pylama,LGPL-3.0,2012-08-17 10:10:10.000,2021-04-25 06:43:44.000,2019-04-10 18:20:19.000,77.0,53.0,779.0,2019-04-10 18:20:47.000,7.7.1,99.0,41.0,,,pylama,72.0,689.0,3393.0,2389.0,https://pypi.org/project/pylama,2019-04-10 18:20:47.000,1004.0,91119.0,91119.0,,,,2.0,,,,,,,,,,
123,typeguard,https://github.com/agronholm/typeguard,,Run-time type checker for Python.,debugging,25,True,agronholm/typeguard,https://github.com/agronholm/typeguard,MIT,2015-12-27 23:15:37.000,2021-05-26 09:48:39.000,2021-04-01 17:47:35.000,57.0,113.0,642.0,2021-04-01 18:09:22.000,2.12.0,40.0,17.0,,conda-forge/typeguard,typeguard,35.0,235.0,158.0,,https://pypi.org/project/typeguard,2021-04-01 18:09:22.000,158.0,3029909.0,3031330.0,https://anaconda.org/conda-forge/typeguard,2021-04-01 19:27:48.947,39802.0,3.0,,,,,,,,,,
124,asv,https://github.com/airspeed-velocity/asv,,Airspeed Velocity: A simple Python benchmarking tool with web-based reporting.,testing,25,True,airspeed-velocity/asv,https://github.com/airspeed-velocity/asv,BSD-3-Clause,2013-11-07 20:43:31.000,2021-03-25 19:51:14.000,2021-03-25 19:51:14.000,129.0,300.0,588.0,2020-05-16 12:35:26.000,0.4.2,16.0,53.0,,conda-forge/asv,asv,111.0,1889.0,243.0,155.0,https://pypi.org/project/asv,2020-05-16 12:33:41.000,88.0,14545.0,23098.0,https://anaconda.org/conda-forge/asv,2021-02-16 18:17:19.627,444769.0,3.0,,,,,,,,,,
125,sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,,Sphinx Bootstrap Theme.,documentation,25,False,ryan-roemer/sphinx-bootstrap-theme,https://github.com/ryan-roemer/sphinx-bootstrap-theme,MIT,2011-12-07 14:53:00.000,2021-01-13 12:56:13.000,2019-09-25 19:17:09.000,203.0,78.0,576.0,2019-03-29 17:57:28.000,0.7.1,56.0,37.0,['sphinx'],,sphinx-bootstrap-theme,57.0,393.0,2986.0,2010.0,https://pypi.org/project/sphinx-bootstrap-theme,2019-03-29 17:57:28.000,976.0,41194.0,41194.0,,,,2.0,,,,,,,,,,
126,PyHamcrest,https://github.com/hamcrest/PyHamcrest,,Hamcrest matchers for Python.,testing,25,True,hamcrest/PyHamcrest,https://github.com/hamcrest/PyHamcrest,BSD-3-Clause,2010-12-24 02:55:56.000,2021-03-12 17:18:45.000,2021-03-08 10:35:21.000,81.0,48.0,546.0,2020-03-02 14:42:32.000,2.0.2,22.0,34.0,,conda-forge/pyhamcrest,pyhamcrest,10.0,,3392.0,,https://pypi.org/project/pyhamcrest,2020-03-02 14:42:32.000,3392.0,1013707.0,1019646.0,https://anaconda.org/conda-forge/pyhamcrest,2020-03-02 15:36:14.195,356366.0,3.0,,,,,,,,,,
127,paver,https://github.com/paver/paver,,Python-based project scripting.,build-tools,25,True,paver/paver,https://github.com/paver/paver,BSD-3-Clause,2010-11-11 09:43:52.000,2021-04-30 11:53:47.000,2021-04-30 11:53:35.000,76.0,92.0,441.0,2017-12-31 01:13:41.000,1.3.4,28.0,44.0,,conda-forge/paver,paver,37.0,533.0,1908.0,,https://pypi.org/project/paver,2017-12-31 01:13:41.000,1908.0,37622.0,38023.0,https://anaconda.org/conda-forge/paver,2018-07-24 12:48:36.122,21672.0,3.0,,,,,,,,,,
128,sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,,Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a livereload enabled..,documentation,25,True,executablebooks/sphinx-autobuild,https://github.com/executablebooks/sphinx-autobuild,MIT,2013-12-25 17:09:56.000,2021-05-12 13:27:08.000,2021-03-14 13:43:08.000,48.0,44.0,329.0,2021-03-14 13:46:47.000,2021.3.14,15.0,17.0,['sphinx'],conda-forge/sphinx-autobuild,sphinx-autobuild,12.0,,4682.0,,https://pypi.org/project/sphinx-autobuild,2021-03-14 13:46:47.000,4682.0,160593.0,161723.0,https://anaconda.org/conda-forge/sphinx-autobuild,2021-03-14 17:15:24.297,55374.0,2.0,,,,,,,,,,
129,flake8-import-order,https://github.com/PyCQA/flake8-import-order,,Flake8 plugin that checks import order against various Python Style Guides.,linters,25,True,PyCQA/flake8-import-order,https://github.com/PyCQA/flake8-import-order,LGPL-3.0,2014-03-16 12:46:09.000,2021-03-12 04:22:24.000,2020-08-04 12:21:12.000,61.0,85.0,238.0,2019-03-04 08:39:11.000,0.18.1,34.0,40.0,['flake8'],conda-forge/flake8-import-order,flake8-import-order,11.0,274.0,1892.0,,https://pypi.org/project/flake8-import-order,2019-03-04 08:39:11.000,1892.0,393014.0,396517.0,https://anaconda.org/conda-forge/flake8-import-order,2019-03-06 03:48:48.199,189187.0,2.0,,,,,,,,,,
130,check-manifest,https://github.com/mgedmin/check-manifest,,Tool to check the completeness of MANIFEST.in for Python packages.,linters,25,True,mgedmin/check-manifest,https://github.com/mgedmin/check-manifest,MIT,2013-03-05 15:27:20.000,2021-04-22 19:51:35.000,2021-04-22 19:51:21.000,30.0,70.0,229.0,,,40.0,19.0,,conda-forge/check-manifest,check-manifest,15.0,520.0,6968.0,5164.0,https://pypi.org/project/check-manifest,2021-01-04 14:37:14.000,1804.0,194756.0,195699.0,https://anaconda.org/conda-forge/check-manifest,2021-01-04 16:36:49.618,27373.0,2.0,,,,,,,,,,
131,flake8-quotes,https://github.com/zheller/flake8-quotes,,Flake8 extension for checking quotes in python.,linters,25,True,zheller/flake8-quotes,https://github.com/zheller/flake8-quotes,MIT,2014-03-10 00:05:08.000,2020-06-06 07:55:44.000,2020-05-12 23:46:18.000,33.0,39.0,127.0,2020-05-12 23:46:28.000,3.2.0,37.0,28.0,['flake8'],conda-forge/flake8-quotes,flake8-quotes,3.0,99.0,4523.0,3119.0,https://pypi.org/project/flake8-quotes,2020-05-12 23:46:28.000,1404.0,639594.0,649628.0,https://anaconda.org/conda-forge/flake8-quotes,2020-05-13 00:39:59.431,561911.0,2.0,,,,,,,,,,
132,Scalene,https://github.com/plasma-umass/scalene,,"Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python.",profiling,24,True,emeryberger/scalene,https://github.com/plasma-umass/scalene,Apache-2.0,2019-12-17 20:56:28.000,2021-05-27 14:12:32.000,2021-05-27 01:56:39.000,141.0,83.0,3991.0,2021-05-14 13:56:43.000,1.3.4,105.0,19.0,,,scalene,21.0,1471.0,43.0,43.0,https://pypi.org/project/scalene,2021-05-15 18:35:59.000,0.0,4424.0,4424.0,,,,3.0,,,plasma-umass/scalene,,,,,,,
133,alive-progress,https://github.com/rsalmei/alive-progress,,"A new kind of Progress Bar, with real time throughput, eta and very cool animations!.",logging,24,True,rsalmei/alive-progress,https://github.com/rsalmei/alive-progress,MIT,2019-08-05 05:54:30.000,2021-05-18 05:55:23.000,2021-01-08 01:36:09.000,94.0,46.0,2409.0,2021-01-08 01:37:28.000,1.6.2,19.0,1.0,,conda-forge/alive-progress,alive-progress,22.0,246.0,305.0,305.0,https://pypi.org/project/alive-progress,2021-01-08 01:37:28.000,0.0,12278.0,12767.0,https://anaconda.org/conda-forge/alive-progress,2021-01-08 03:33:35.990,7349.0,3.0,,,,,,,,,,
134,pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,,Testinfra test your infrastructures.,testing,24,True,pytest-dev/pytest-testinfra,https://github.com/pytest-dev/pytest-testinfra,Apache-2.0,2015-03-15 20:49:52.000,2021-05-11 09:19:47.000,2021-05-11 09:19:47.000,272.0,196.0,1900.0,2021-04-18 09:46:10.000,6.3.0,4.0,103.0,['pytest'],,pytest-testinfra,111.0,661.0,0.0,,https://pypi.org/project/pytest-testinfra,2021-03-18 20:54:27.000,0.0,97400.0,97400.0,,,,3.0,,,,,,,,,,
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 10:20:18.000,2021-05-10 19:26:12.000,2020-12-30 22:21:45.000,72.0,53.0,1870.0,2019-10-05 13:00:41.000,1.2.1,26.0,14.0,,,notifiers,38.0,377.0,140.0,134.0,https://pypi.org/project/notifiers,2019-10-05 13:00:41.000,6.0,284613.0,284613.0,,,,3.0,,,,,,,,,,
136,dephell,https://github.com/dephell/dephell,,"Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build..",dependency-managers,24,True,dephell/dephell,https://github.com/dephell/dephell,MIT,2018-08-31 17:39:18.000,2021-01-11 21:31:40.000,2021-01-11 21:31:39.000,98.0,161.0,1713.0,2020-04-28 06:31:17.000,.0.8.3,30.0,37.0,,,dephell,100.0,2145.0,198.0,190.0,https://pypi.org/project/dephell,2020-04-28 06:29:24.000,8.0,19338.0,19343.0,,,,3.0,126.0,,,,,,,,,
137,uiautomator,https://github.com/xiaocong/uiautomator,,Python wrapper of Android uiautomator test tool.,testing,24,True,xiaocong/uiautomator,https://github.com/xiaocong/uiautomator,MIT,2013-08-18 03:38:50.000,2020-12-29 05:34:09.000,2020-11-16 01:36:32.000,589.0,115.0,1675.0,2020-11-16 03:43:07.000,1.0.2,41.0,13.0,,,uiautomator,171.0,316.0,308.0,186.0,https://pypi.org/project/uiautomator,2020-11-16 03:43:07.000,122.0,9976.0,9976.0,,,,3.0,,,,,,,,,,
138,pytest-watch,https://github.com/joeyespo/pytest-watch,,Local continuous test runner with pytest and watchdog.,testing,24,False,joeyespo/pytest-watch,https://github.com/joeyespo/pytest-watch,MIT,2015-01-12 02:08:20.000,2021-01-29 17:57:16.000,2019-06-15 20:36:43.000,48.0,41.0,566.0,2018-05-20 19:52:16.000,4.2.0,17.0,16.0,['pytest'],conda-forge/pytest-watch,pytest-watch,39.0,183.0,2936.0,2154.0,https://pypi.org/project/pytest-watch,2018-05-20 19:52:16.000,782.0,226754.0,227795.0,https://anaconda.org/conda-forge/pytest-watch,2021-01-18 20:02:36.906,41641.0,3.0,,,,,,,,,,
139,nox,https://github.com/theacodes/nox,,Flexible test automation for Python.,testing,24,True,theacodes/nox,https://github.com/theacodes/nox,Apache-2.0,2016-02-24 04:02:58.000,2021-05-27 14:55:19.000,2021-05-27 14:55:19.000,90.0,175.0,549.0,2021-01-01 01:16:23.000,2020.12.31,18.0,57.0,['pytest'],conda-forge/nox,nox,50.0,,603.0,547.0,https://pypi.org/project/nox,2021-01-01 01:16:23.000,56.0,311253.0,312152.0,https://anaconda.org/conda-forge/nox,2021-01-06 20:13:32.270,27877.0,3.0,,,,,,,,,,
140,pytest-testmon,https://github.com/tarpas/pytest-testmon,,Selects tests affected by changed files. Continous test runner when used with pytest-watch.,testing,24,True,tarpas/pytest-testmon,https://github.com/tarpas/pytest-testmon,AGPL-3.0,2015-02-02 14:21:10.000,2021-04-30 14:52:41.000,2021-04-30 14:52:24.000,28.0,82.0,477.0,2021-04-28 12:52:09.000,1.1.1,35.0,16.0,['pytest'],conda-forge/pytest-testmon,pytest-testmon,28.0,280.0,399.0,301.0,https://pypi.org/project/pytest-testmon,2021-04-28 12:47:25.000,98.0,87104.0,87868.0,https://anaconda.org/conda-forge/pytest-testmon,2019-08-03 00:17:17.063,29822.0,3.0,,,,,,,,,,
141,Mamba Test Runner,https://github.com/nestorsalceda/mamba,,The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD).,testing,24,True,nestorsalceda/mamba,https://github.com/nestorsalceda/mamba,MIT,2013-03-12 18:53:42.000,2021-03-29 16:44:43.000,2020-11-16 12:31:58.000,63.0,52.0,465.0,2020-11-16 12:36:24.000,0.11.2,21.0,22.0,,,mamba,45.0,468.0,220.0,,https://pypi.org/project/mamba,2020-11-16 12:35:41.000,220.0,18499.0,18499.0,,,,3.0,,,,,,,,,,
142,mypy-protobuf,https://github.com/dropbox/mypy-protobuf,,open source tools to generate mypy stubs from protobufs.,linters,24,True,dropbox/mypy-protobuf,https://github.com/dropbox/mypy-protobuf,Apache-2.0,2017-12-11 21:55:05.000,2021-03-31 05:13:31.000,2021-02-25 22:40:31.000,54.0,59.0,353.0,,,29.0,27.0,,,mypy-protobuf,12.0,252.0,246.0,222.0,https://pypi.org/project/mypy-protobuf,2021-02-04 23:42:23.000,24.0,408966.0,408966.0,,,,3.0,,-1.0,,,,,,,,
143,pytest-randomly,https://github.com/pytest-dev/pytest-randomly,,Pytest plugin to randomly order tests and control random.seed.,testing,24,True,pytest-dev/pytest-randomly,https://github.com/pytest-dev/pytest-randomly,MIT,2016-04-08 15:48:10.000,2021-05-22 11:30:48.000,2021-05-22 11:30:47.000,22.0,34.0,316.0,2021-05-10 11:00:33.000,3.8.0,23.0,15.0,,,pytest-randomly,7.0,,214.0,,https://pypi.org/project/pytest-randomly,2021-05-10 11:00:33.000,214.0,590986.0,590986.0,,,,3.0,,,,,,,,,,
144,py2exe,https://github.com/py2exe/py2exe,,A distutils extension to create standalone Windows programs from Python code.,packaging,24,True,py2exe/py2exe,https://github.com/py2exe/py2exe,MIT,2019-03-11 13:16:35.000,2021-05-20 20:15:33.000,2021-04-24 12:57:17.000,34.0,68.0,230.0,2021-04-24 13:10:04.000,0.10.4.0,10.0,14.0,,,py2exe,5.0,965.0,1481.0,1135.0,https://pypi.org/project/py2exe,2021-04-24 13:15:25.000,346.0,30787.0,31143.0,,,,2.0,9280.0,,,,,,,,,
145,docformatter,https://github.com/myint/docformatter,,Formats docstrings to follow PEP 257.,formatters,24,True,myint/docformatter,https://github.com/myint/docformatter,MIT,2012-05-26 21:40:48.000,2021-04-15 20:42:40.000,2020-12-27 18:10:35.000,31.0,22.0,213.0,2019-11-10 16:23:03.000,1.3.1,48.0,15.0,,,docformatter,27.0,441.0,711.0,601.0,https://pypi.org/project/docformatter,2020-12-27 18:11:12.000,110.0,64254.0,64254.0,,,,3.0,,,,,,,,,,
146,py2app,https://github.com/ronaldoussoren/py2app,,py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins..,packaging,24,True,ronaldoussoren/py2app,https://github.com/ronaldoussoren/py2app,MIT,2020-01-14 11:27:41.000,2021-05-14 20:21:54.000,2021-04-06 08:23:10.000,8.0,196.0,128.0,2021-04-06 08:27:25.000,0.24,39.0,24.0,,,py2app,149.0,598.0,5317.0,3675.0,https://pypi.org/project/py2app,2021-04-06 08:25:30.000,1642.0,14719.0,14719.0,,,,2.0,,,,,,,,,,
147,asteval,https://github.com/newville/asteval,,minimalistic evaluator of python expression using ast module.,ast,24,True,newville/asteval,https://github.com/newville/asteval,MIT,2012-03-31 22:10:33.000,2021-05-19 04:10:46.000,2021-05-19 04:10:36.000,28.0,42.0,121.0,2021-02-26 19:45:01.000,0.9.23,23.0,17.0,,conda-forge/asteval,asteval,5.0,393.0,791.0,553.0,https://pypi.org/project/asteval,2021-02-26 19:45:01.000,238.0,122444.0,124726.0,https://anaconda.org/conda-forge/asteval,2021-02-27 14:24:12.922,125545.0,3.0,,,,,,,,,,
148,flake8-isort,https://github.com/gforcada/flake8-isort,,flake8 plugin that integrates isort.,linters,24,True,gforcada/flake8-isort,https://github.com/gforcada/flake8-isort,GPL-2.0,2015-09-12 19:25:34.000,2021-04-21 08:08:03.000,2020-08-11 08:04:26.000,35.0,37.0,108.0,2020-08-11 08:04:21.000,4.0.0,31.0,28.0,['flake8'],conda-forge/flake8-isort,flake8-isort,9.0,257.0,3743.0,2815.0,https://pypi.org/project/flake8-isort,2020-08-11 08:04:21.000,928.0,430672.0,431277.0,https://anaconda.org/conda-forge/flake8-isort,2020-08-11 09:43:27.627,11500.0,3.0,,,,,,,,,,
149,xdoctest,https://github.com/Erotemic/xdoctest,,A rewrite of Python's builtin doctest module (with pytest plugin integration) but without all the weirdness.,testing,24,True,Erotemic/xdoctest,https://github.com/Erotemic/xdoctest,Apache-2.0,2017-09-24 01:59:02.000,2021-05-27 01:54:16.000,2021-02-19 04:28:57.000,5.0,16.0,95.0,2021-01-29 16:18:48.000,0.15.4,56.0,5.0,,,xdoctest,16.0,585.0,1047.0,995.0,https://pypi.org/project/xdoctest,2021-01-29 16:18:48.000,52.0,79538.0,79538.0,,,,3.0,,,,,,,,,,conda-forge/xdoctest
150,Bpytop,https://github.com/aristocratos/bpytop,,Linux/OSX/FreeBSD resource monitor.,profiling,23,True,aristocratos/bpytop,https://github.com/aristocratos/bpytop,Apache-2.0,2020-07-01 17:41:25.000,2021-05-24 22:37:37.000,2021-05-02 10:13:40.000,254.0,198.0,6560.0,2021-05-02 08:59:00.000,1.0.65,50.0,28.0,,,bpytop,38.0,382.0,,,https://pypi.org/project/bpytop,2021-05-02 08:59:00.000,,10868.0,10868.0,,,,3.0,,,,,,,,,,
151,better-exceptions,https://github.com/Qix-/better-exceptions,,"Pretty and useful exceptions in Python, automatically.",logging,23,True,Qix-/better-exceptions,https://github.com/Qix-/better-exceptions,MIT,2017-03-12 11:23:04.000,2021-01-29 16:48:55.000,2021-01-29 16:48:11.000,195.0,41.0,3931.0,2021-01-29 16:48:55.000,0.3.3,16.0,14.0,,,better-exceptions,29.0,97.0,74.0,,https://pypi.org/project/better-exceptions,2021-01-29 16:48:55.000,74.0,34665.0,34665.0,,,,3.0,,,,,,,,,,
152,pipx,https://github.com/pypa/pipx,,Install and Run Python Applications in Isolated Environments.,dependency-managers,23,True,pipxproject/pipx,https://github.com/pypa/pipx,MIT,2018-10-06 18:47:46.000,2021-05-27 09:36:27.000,2021-05-27 09:36:27.000,158.0,319.0,3604.0,2021-04-29 08:09:23.000,0.16.2.1,44.0,56.0,,,pipx,67.0,457.0,4.0,,https://pypi.org/project/pipx,2021-04-29 08:21:41.000,4.0,54527.0,54527.0,,,,3.0,,,pypa/pipx,,,,,,,
153,rebound,https://github.com/shobrook/rebound,,Command-line tool that instantly fetches Stack Overflow results when an exception is thrown.,logging,23,True,shobrook/rebound,https://github.com/shobrook/rebound,MIT,2017-05-29 17:11:25.872,2021-04-22 04:53:12.032,2021-01-04 03:14:37.000,331.0,38.0,3556.0,2021-04-21 01:48:52.000,3.17.0,165.0,16.0,,conda-forge/rebound,rebound,20.0,166.0,33.0,19.0,https://pypi.org/project/rebound,2021-04-21 01:48:52.000,14.0,1500.0,4082.0,https://anaconda.org/conda-forge/rebound,2021-04-22 04:53:12.032,123791.0,3.0,165.0,,,,,,,,,
154,MonkeyType,https://github.com/Instagram/MonkeyType,,A system for Python that generates static type annotations by collecting runtime types.,refactoring,23,True,Instagram/MonkeyType,https://github.com/Instagram/MonkeyType,BSD-3-Clause,2017-07-11 00:19:00.000,2021-05-24 15:55:07.000,2021-05-24 15:55:07.000,126.0,105.0,3371.0,2021-05-21 22:24:36.000,21.5.0,21.0,36.0,,conda-forge/monkeytype,monkeytype,37.0,,153.0,119.0,https://pypi.org/project/monkeytype,2021-05-21 22:24:36.000,34.0,46633.0,47430.0,https://anaconda.org/conda-forge/monkeytype,2021-05-22 12:13:35.937,31903.0,2.0,,-1.0,,,,,,,,
155,Bowler,https://github.com/facebookincubator/Bowler,,Safe code refactoring for modern Python.,refactoring,23,True,facebookincubator/Bowler,https://github.com/facebookincubator/Bowler,MIT,2018-06-07 21:44:17.000,2021-03-01 11:41:45.000,2021-02-21 23:09:11.000,85.0,34.0,1292.0,2020-09-17 01:55:39.000,0.9.0,8.0,26.0,,conda-forge/bowler,bowler,46.0,182.0,10.0,,https://pypi.org/project/bowler,2020-09-17 01:55:39.000,10.0,50262.0,50581.0,https://anaconda.org/conda-forge/bowler,2019-06-12 18:37:14.246,9577.0,2.0,,,,,,,,,,
156,stackprinter,https://github.com/cknd/stackprinter,,Debugging-friendly exceptions for Python.,logging,23,True,cknd/stackprinter,https://github.com/cknd/stackprinter,MIT,2018-09-05 10:58:47.000,2021-03-18 20:44:50.000,2021-01-01 18:48:26.000,31.0,13.0,1134.0,2020-10-31 13:10:42.000,0.2.5,14.0,6.0,,,stackprinter,9.0,159.0,58.0,54.0,https://pypi.org/project/stackprinter,2020-10-31 13:06:59.000,4.0,50222.0,50222.0,,,,3.0,,-1.0,,,,,,,,
157,pyupgrade,https://github.com/asottile/pyupgrade,,A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language.,refactoring,23,True,asottile/pyupgrade,https://github.com/asottile/pyupgrade,MIT,2017-02-28 17:50:31.000,2021-05-26 16:28:49.000,2021-05-25 02:35:17.000,65.0,167.0,975.0,2021-05-25 02:35:37.000,2.18.3,97.0,18.0,,conda-forge/pyupgrade,pyupgrade,16.0,675.0,10.0,,https://pypi.org/project/pyupgrade,2021-05-25 02:35:37.000,10.0,141309.0,148829.0,https://anaconda.org/conda-forge/pyupgrade,2021-05-25 04:47:54.624,210576.0,2.0,,,,,,,,,,
158,pdoc,https://github.com/mitmproxy/pdoc,,API Documentation for Python Projects.,documentation,23,True,mitmproxy/pdoc,https://github.com/mitmproxy/pdoc,Unlicense,2013-08-04 21:12:50.000,2021-05-22 12:05:34.000,2021-05-21 15:57:57.000,105.0,157.0,911.0,2021-05-21 16:03:12.000,7.0.1,62.0,29.0,,,pdoc,3.0,,603.0,315.0,https://pypi.org/project/pdoc,2021-05-21 16:03:12.000,288.0,51440.0,51440.0,,,,3.0,,,,,,,,,,
159,pycco,https://github.com/pycco-docs/pycco,,Literate-style documentation generator.,documentation,23,False,pycco-docs/pycco,https://github.com/pycco-docs/pycco,MIT,2010-06-29 07:02:31.000,2021-03-29 17:53:40.000,2019-12-20 19:59:49.000,132.0,28.0,745.0,2018-07-25 01:42:48.000,0.6.0,11.0,36.0,,,pycco,27.0,222.0,444.0,220.0,https://pypi.org/project/pycco,2018-07-25 01:42:48.000,224.0,2999.0,2999.0,,,,3.0,,,,,,,,,,
160,redbaron,https://github.com/PyCQA/redbaron,,Bottom-up approach to refactoring in python.,refactoring,23,False,pycqa/redbaron,https://github.com/PyCQA/redbaron,LGPL-3.0+,2014-03-23 05:34:39.000,2020-12-13 18:51:56.000,2019-08-11 17:42:44.000,66.0,46.0,578.0,2019-03-17 19:03:54.000,0.9.2,15.0,34.0,,,redbaron,59.0,1669.0,459.0,287.0,https://pypi.org/project/redbaron,2019-03-17 18:59:01.000,172.0,37121.0,37121.0,,,,2.0,,,,,,,,,,
161,flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,,A flake8 plugin to help you write better list/set/dict comprehensions.,linters,23,True,adamchainz/flake8-comprehensions,https://github.com/adamchainz/flake8-comprehensions,MIT,2016-04-05 12:15:56.000,2021-05-22 11:30:44.000,2021-05-22 11:30:43.000,13.0,30.0,273.0,2021-05-10 12:24:46.000,3.5.0,27.0,10.0,['flake8'],conda-forge/flake8-comprehensions,flake8-comprehensions,7.0,,714.0,,https://pypi.org/project/flake8-comprehensions,2021-05-10 12:24:46.000,714.0,544171.0,550425.0,https://anaconda.org/conda-forge/flake8-comprehensions,2021-05-10 17:44:18.389,337727.0,3.0,,,,,,,,,,
162,data-science-types,https://github.com/predictive-analytics-lab/data-science-types,,"Mypy stubs, i.e., type information, for numpy, pandas and matplotlib.",linters,23,True,predictive-analytics-lab/data-science-types,https://github.com/predictive-analytics-lab/data-science-types,Apache-2.0,2019-09-20 11:45:49.000,2021-02-16 17:29:01.000,2021-02-16 17:29:00.000,58.0,23.0,184.0,2021-02-16 16:47:31.000,0.2.23,26.0,44.0,,,data-science-types,39.0,446.0,81.0,81.0,https://pypi.org/project/data-science-types,2021-02-16 16:45:03.000,0.0,15532.0,15532.0,,,,3.0,,3.0,,,,,,,,
163,icecream,https://github.com/gruns/icecream,,Never use print() to debug again.,debugging,22,True,gruns/icecream,https://github.com/gruns/icecream,MIT,2018-02-13 18:56:12.000,2021-05-17 12:17:42.000,2021-05-13 11:10:52.000,91.0,48.0,4778.0,2021-04-16 18:37:56.000,2.1.0,14.0,13.0,,,icecream,18.0,206.0,6.0,,https://pypi.org/project/icecream,2021-01-27 01:30:01.000,6.0,56730.0,56730.0,,,,3.0,,,,,,,,,,
164,vprof,https://github.com/nvdv/vprof,,Visual profiler for Python.,profiling,22,True,nvdv/vprof,https://github.com/nvdv/vprof,BSD-2-Clause,2015-06-29 03:59:39.000,2021-02-20 07:50:28.000,2021-02-20 07:47:40.000,165.0,56.0,3742.0,2018-06-24 14:16:36.000,0.37.6,24.0,17.0,,,vprof,23.0,619.0,91.0,73.0,https://pypi.org/project/vprof,2020-02-29 13:31:59.000,18.0,2307.0,2307.0,,,,3.0,,,,,,,,,,
165,pyt,https://github.com/python-security/pyt,,A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications.,security,22,False,python-security/pyt,https://github.com/python-security/pyt,GPL-2.0,2016-10-26 15:34:48.000,2020-12-25 03:47:37.000,2020-03-08 21:43:06.000,224.0,75.0,2043.0,2018-11-01 16:02:57.000,0.42,15.0,22.0,,,python-taint,20.0,1576.0,67.0,45.0,https://pypi.org/project/python-taint,2018-11-01 16:02:04.000,22.0,2225.0,2227.0,,,,3.0,60.0,,,,,,,,,
166,sixpack,https://github.com/sixpack/sixpack,,Sixpack is a language-agnostic a/b-testing framework.,testing,22,True,sixpack/sixpack,https://github.com/sixpack/sixpack,BSD-2-Clause,2012-11-15 00:01:06.000,2021-05-17 05:55:37.000,2020-08-26 00:32:16.000,185.0,125.0,1691.0,2017-11-22 14:27:35.000,2.7.0,37.0,56.0,,,sixpack,88.0,828.0,12.0,8.0,https://pypi.org/project/sixpack,2017-11-22 14:27:35.000,4.0,294.0,294.0,,,,3.0,,,,,,,,,,
167,cx_Freeze,https://github.com/marcelotduarte/cx_Freeze,,"Create standalone executables from Python scripts, with the same performance and is cross-platform.",packaging,22,True,marcelotduarte/cx_Freeze,https://github.com/marcelotduarte/cx_Freeze,PSF-2.0,2017-01-22 04:25:52.000,2021-05-27 06:26:33.000,2021-05-27 06:26:18.000,156.0,592.0,714.0,2021-04-14 09:46:22.000,6.6,18.0,90.0,,conda-forge/cx_freeze,cx_freeze,59.0,,153.0,,https://pypi.org/project/cx_freeze,2017-12-16 18:09:35.000,153.0,34659.0,37198.0,https://anaconda.org/conda-forge/cx_freeze,2021-04-17 10:45:33.022,71109.0,3.0,,,,,,,,,,
168,pynsist,https://github.com/takluyver/pynsist,,Build Windows installers for Python applications.,packaging,22,True,takluyver/pynsist,https://github.com/takluyver/pynsist,MIT,2014-03-30 19:11:21.000,2021-05-05 02:30:09.000,2021-03-28 16:12:50.000,101.0,128.0,704.0,2020-07-03 08:11:24.000,2.5.1,21.0,27.0,,,pynsist,25.0,541.0,88.0,,https://pypi.org/project/pynsist,2021-03-28 16:28:58.000,88.0,1746.0,1746.0,,,,3.0,,,,,,,,,,
169,python-hunter,https://github.com/ionelmc/python-hunter,,Hunter is a flexible code tracing toolkit.,debugging,22,True,ionelmc/python-hunter,https://github.com/ionelmc/python-hunter,BSD-2-Clause,2015-03-16 18:03:16.000,2021-05-16 05:51:45.000,2021-05-16 05:47:30.000,31.0,46.0,618.0,2021-05-08 17:00:59.000,3.3.3,43.0,8.0,,,hunter,37.0,940.0,93.0,59.0,https://pypi.org/project/hunter,2021-05-04 15:03:38.000,34.0,6245.0,6245.0,,,,3.0,,,,,,,,,,
170,snoop,https://github.com/alexmojaki/snoop,,"A powerful set of Python debugging tools, based on PySnooper.",debugging,22,True,alexmojaki/snoop,https://github.com/alexmojaki/snoop,MIT,2019-05-13 18:45:35.000,2021-05-11 18:59:06.000,2021-03-26 18:40:56.000,19.0,16.0,549.0,2021-03-26 18:41:23.000,0.3.0,10.0,20.0,,,snoop,13.0,390.0,51.0,43.0,https://pypi.org/project/snoop,2021-03-26 18:41:23.000,8.0,55496.0,55496.0,,,,3.0,,,,,,,,,,
171,python-manhole,https://github.com/ionelmc/python-manhole,,Debugging manhole for python applications.,debugging,22,True,ionelmc/python-manhole,https://github.com/ionelmc/python-manhole,BSD-2-Clause,2013-06-26 21:49:34.000,2021-04-08 20:15:04.000,2021-04-08 17:55:02.000,15.0,15.0,310.0,2021-04-08 20:14:54.000,1.8.0,22.0,10.0,,,manhole,5.0,484.0,135.0,69.0,https://pypi.org/project/manhole,2021-04-08 20:14:54.000,66.0,11190.0,11190.0,,,,3.0,,,,,,,,,,
172,interrogate,https://github.com/econchick/interrogate,,Explain yourself! Interrogate a codebase for docstring coverage.,documentation,22,True,econchick/interrogate,https://github.com/econchick/interrogate,MIT,2020-04-24 02:33:25.000,2021-05-17 07:15:48.000,2021-05-15 00:27:01.000,20.0,19.0,259.0,2020-11-03 22:11:18.000,1.3.2,13.0,9.0,,,interrogate,11.0,140.0,576.0,576.0,https://pypi.org/project/interrogate,2021-05-15 00:17:44.000,0.0,65189.0,65189.0,,,,3.0,,,,,,,,,,
173,baron,https://github.com/PyCQA/baron,,"IDE allow you to refactor code, Baron allows you to write refactoring code.",refactoring,22,False,PyCQA/baron,https://github.com/PyCQA/baron,LGPL-3.0,2013-03-21 12:19:00.000,2021-01-31 10:24:10.000,2020-02-10 02:47:14.000,50.0,29.0,257.0,2019-02-25 23:55:38.000,0.8,19.0,31.0,,,baron,46.0,1489.0,266.0,154.0,https://pypi.org/project/baron,2019-02-01 15:17:04.000,112.0,37512.0,37512.0,,,,3.0,,,,,,,,,,
174,flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,,Flake8 plugin to find commented out or dead code.,linters,22,True,wemake-services/flake8-eradicate,https://github.com/wemake-services/flake8-eradicate,MIT,2018-09-21 06:58:51.000,2021-05-25 20:05:30.000,2021-05-17 02:14:37.000,7.0,24.0,189.0,2020-10-12 08:27:22.000,1.0.0,10.0,9.0,['flake8'],,flake8-eradicate,2.0,308.0,72.0,,https://pypi.org/project/flake8-eradicate,2020-10-12 08:26:40.000,72.0,207994.0,207994.0,,,,3.0,,,,,,,,,,
175,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 14:19:20.000,2021-05-26 07:12:42.000,2021-05-26 07:12:14.000,14.0,24.0,186.0,2021-05-26 07:12:42.000,0.7.3,19.0,7.0,,conda-forge/xenon,xenon,6.0,104.0,331.0,207.0,https://pypi.org/project/xenon,2021-05-26 07:12:42.000,124.0,58487.0,58750.0,https://anaconda.org/conda-forge/xenon,2019-10-12 20:39:43.883,11343.0,3.0,,2.0,,,,,,,,
176,releases,https://github.com/bitprophet/releases,,A powerful Sphinx changelog-generating extension.,documentation,22,False,bitprophet/releases,https://github.com/bitprophet/releases,BSD-2-Clause,2013-09-16 03:56:37.000,2020-01-30 01:07:19.000,2020-01-26 03:27:03.000,38.0,42.0,157.0,2020-01-11 00:29:49.000,1.6.3,32.0,10.0,['sphinx'],,releases,30.0,520.0,1053.0,347.0,https://pypi.org/project/releases,2020-01-11 00:29:49.000,706.0,6176.0,6176.0,,,,3.0,,,,,,,,,,
177,flake8-commas,https://github.com/PyCQA/flake8-commas,,Flake8 extension for enforcing trailing commas in python.,linters,22,False,PyCQA/flake8-commas,https://github.com/PyCQA/flake8-commas,MIT,2015-12-16 09:25:13.000,2021-02-14 21:22:27.000,2019-06-17 12:14:38.000,19.0,25.0,123.0,2018-03-19 16:49:31.000,2.0.0,19.0,9.0,['flake8'],,flake8-commas,5.0,165.0,2062.0,1512.0,https://pypi.org/project/flake8-commas,2018-03-19 16:49:31.000,550.0,272499.0,272499.0,,,,3.0,,,,,,,,,,
178,dodgy,https://github.com/landscapeio/dodgy,,Looks at Python code to search for things which look dodgy such as passwords or diffs.,security,22,True,landscapeio/dodgy,https://github.com/landscapeio/dodgy,MIT,2013-12-25 12:22:20.000,2021-03-21 11:36:52.000,2021-03-21 11:36:52.000,18.0,3.0,89.0,2019-12-31 16:44:58.000,0.2.1,10.0,14.0,,conda-forge/dodgy,dodgy,8.0,70.0,1847.0,1323.0,https://pypi.org/project/dodgy,2019-12-31 16:44:58.000,524.0,148713.0,149124.0,https://anaconda.org/conda-forge/dodgy,2020-06-10 17:10:06.579,23447.0,3.0,,,,,,,,,,
179,flake8-builtins,https://github.com/gforcada/flake8-builtins,,Check for python builtins being used as variables or parameters.,linters,22,True,gforcada/flake8-builtins,https://github.com/gforcada/flake8-builtins,GPL-2.0,2016-03-02 00:26:51.000,2021-04-21 08:08:02.000,2021-04-14 06:13:26.000,16.0,31.0,65.0,2020-05-14 10:45:01.000,1.5.3,23.0,14.0,['flake8'],conda-forge/flake8-builtins,flake8-builtins,2.0,211.0,2493.0,1981.0,https://pypi.org/project/flake8-builtins,2020-05-14 10:45:01.000,512.0,344008.0,346129.0,https://anaconda.org/conda-forge/flake8-builtins,2020-05-18 15:22:26.836,114559.0,3.0,,,,,,,,,,
180,memory_profiler,https://github.com/fabianp/memory_profiler,,Monitor Memory usage of Python code.,profiling,22,False,fabianp/memory_profiler,https://github.com/fabianp/memory_profiler,BSD-3-Clause,2016-05-26 17:45:08.632,2020-10-20 18:00:58.207,2018-06-28 13:35:12.000,12.0,,62.0,2018-08-16 03:16:49.000,0.54.0,52.0,61.0,,conda-forge/memory_profiler,memory_profiler,,500.0,534.0,,https://pypi.org/project/memory_profiler,2018-08-16 03:16:49.000,534.0,315419.0,317409.0,https://anaconda.org/conda-forge/memory_profiler,2020-10-20 18:00:58.207,119411.0,3.0,,,,,,,,,,
181,xar,https://github.com/facebookincubator/xar,,executable archive format.,packaging,21,True,facebookincubator/xar,https://github.com/facebookincubator/xar,BSD-3-Clause,2017-06-29 18:15:26.000,2021-03-16 06:01:26.000,2021-03-16 06:01:22.000,45.0,21.0,1451.0,2020-12-02 20:41:20.000,20.12.2,3.0,21.0,,,xar,8.0,59.0,14.0,14.0,https://pypi.org/project/xar,2020-12-02 20:41:20.000,,200.0,200.0,,,,3.0,,,,,,,,,,
182,pyannotate,https://github.com/dropbox/pyannotate,,Auto-generate PEP-484 annotations.,refactoring,21,True,dropbox/pyannotate,https://github.com/dropbox/pyannotate,Apache-2.0,2017-11-13 20:18:08.000,2021-04-10 20:11:31.000,2021-03-19 18:13:03.000,46.0,33.0,1205.0,2019-09-16 15:37:03.000,1.2.0,9.0,16.0,,,pyannotate,25.0,94.0,85.0,59.0,https://pypi.org/project/pyannotate,2019-09-16 15:37:03.000,26.0,4471.0,4471.0,,,,3.0,,,,,,,,,,
183,shiv,https://github.com/linkedin/shiv,,"shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all..",packaging,21,True,linkedin/shiv,https://github.com/linkedin/shiv,BSD-2-Clause,2018-03-13 18:46:23.000,2021-04-30 16:36:46.000,2021-04-30 16:36:23.000,69.0,57.0,1196.0,2021-04-27 16:06:42.000,0.5.1,56.0,32.0,,,shiv,27.0,,10.0,,https://pypi.org/project/shiv,2021-04-30 16:25:28.000,10.0,7612.0,7618.0,,,,3.0,134.0,,,,,,,,,
184,assertpy,https://github.com/ActivisionGameScience/assertpy,,Simple assertion library for unit testing in python with a fluent API.,testing,21,False,ActivisionGameScience/assertpy,https://github.com/ActivisionGameScience/assertpy,BSD-3-Clause,2017-11-21 01:38:07.332,2020-07-19 15:23:26.710,2019-10-30 17:50:10.000,47.0,,248.0,,,13.0,10.0,,conda-forge/assertpy,assertpy,,279.0,124.0,,https://pypi.org/project/assertpy,2020-07-19 14:39:02.000,124.0,138673.0,138936.0,https://anaconda.org/conda-forge/assertpy,2020-07-19 15:23:26.710,11083.0,3.0,,,,,,,,,,
185,Fixit,https://github.com/Instagram/Fixit,,"Fixit is a Python Lint Framework based on LibCST. It comes with useful default lint rules for coding convention,..",linters,21,True,Instagram/Fixit,https://github.com/Instagram/Fixit,MIT,2020-02-20 19:09:01.000,2021-05-26 22:43:42.000,2021-05-26 22:43:41.000,37.0,24.0,240.0,2020-12-11 01:56:10.000,0.1.3,5.0,25.0,,,fixit,34.0,153.0,6.0,6.0,https://pypi.org/project/fixit,2020-12-11 01:53:21.000,0.0,1540.0,1540.0,,,,3.0,,,,,,,,,,
186,pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,,It helps to use fixtures in pytest.mark.parametrize.,testing,21,False,tvorog/pytest-lazy-fixture,https://github.com/TvoroG/pytest-lazy-fixture,MIT,2016-09-29 23:52:48.000,2020-02-01 18:49:47.818,2020-02-01 17:56:35.000,11.0,19.0,189.0,2020-02-01 18:04:00.000,0.6.3,12.0,7.0,['pytest'],conda-forge/pytest-lazy-fixture,pytest-lazy-fixture,13.0,92.0,368.0,306.0,https://pypi.org/project/pytest-lazy-fixture,2020-02-01 18:04:00.000,62.0,150229.0,155330.0,https://anaconda.org/conda-forge/pytest-lazy-fixture,2020-02-01 18:49:47.818,249993.0,3.0,,,,,,,,,,
187,mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,,An MkDocs plugin to export content pages as PDF files.,documentation,21,True,zhaoterryy/mkdocs-pdf-export-plugin,https://github.com/zhaoterryy/mkdocs-pdf-export-plugin,MIT,2018-02-20 15:06:51.000,2021-03-20 00:00:48.000,2020-07-23 01:35:13.000,29.0,43.0,185.0,2020-07-23 01:35:39.000,0.5.8,22.0,9.0,['mkdocs'],,mkdocs-pdf-export-plugin,36.0,68.0,129.0,125.0,https://pypi.org/project/mkdocs-pdf-export-plugin,2020-07-23 01:35:04.000,4.0,13108.0,13108.0,,,,3.0,,,,,,,,,,
188,add-trailing-comma,https://github.com/asottile/add-trailing-comma,,A tool (and pre-commit hook) to automatically add trailing commas to calls and literals.,refactoring,21,True,asottile/add-trailing-comma,https://github.com/asottile/add-trailing-comma,MIT,2017-07-10 00:55:50.000,2021-05-24 18:23:26.000,2021-05-24 18:23:25.000,13.0,33.0,180.0,2021-01-24 18:14:07.000,2.1.0,30.0,9.0,,,add-trailing-comma,2.0,240.0,14.0,,https://pypi.org/project/add-trailing-comma,2021-01-24 18:14:07.000,14.0,8768.0,8768.0,,,,3.0,,,,,,,,,,
189,mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,,An MkDocs plugin that simplifies configuring page titles and their order.,documentation,21,True,lukasgeiter/mkdocs-awesome-pages-plugin,https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin,MIT,2018-02-06 21:09:24.000,2021-04-20 17:08:31.000,2020-12-22 01:43:41.000,17.0,32.0,152.0,2020-12-22 02:04:30.000,2.5.0,16.0,2.0,['mkdocs'],,mkdocs-awesome-pages-plugin,6.0,53.0,445.0,355.0,https://pypi.org/project/mkdocs-awesome-pages-plugin,2020-12-22 01:59:58.000,90.0,33235.0,33235.0,,,,3.0,,,,,,,,,,
190,flake8-black,https://github.com/peterjc/flake8-black,,flake8 plugin to run black for checking Python coding style.,linters,21,True,peterjc/flake8-black,https://github.com/peterjc/flake8-black,MIT,2019-01-10 14:40:26.000,2021-04-15 22:34:04.000,2021-04-15 22:33:29.000,7.0,14.0,87.0,2020-07-25 16:07:56.000,0.2.1,9.0,4.0,['flake8'],conda-forge/flake8-black,flake8-black,4.0,86.0,764.0,728.0,https://pypi.org/project/flake8-black,2020-07-25 16:07:56.000,36.0,201534.0,205908.0,https://anaconda.org/conda-forge/flake8-black,2020-07-25 16:32:38.063,100608.0,3.0,,,,,,,,,,
191,pylint-flask,https://github.com/jschaf/pylint-flask,,A Pylint plugin to analyze Flask applications.,linters,21,True,jschaf/pylint-flask,https://github.com/jschaf/pylint-flask,GPL-2.0,2015-06-27 20:11:12.000,2021-03-10 19:35:23.000,2021-03-10 19:35:23.000,9.0,5.0,57.0,,,5.0,7.0,['pylint'],conda-forge/pylint-flask,pylint-flask,4.0,40.0,5686.0,4980.0,https://pypi.org/project/pylint-flask,2019-01-30 19:26:02.000,706.0,177152.0,178001.0,https://anaconda.org/conda-forge/pylint-flask,2019-02-02 18:28:49.934,48432.0,3.0,,,,,,,,,,
192,Profiling,https://github.com/what-studio/profiling,,Was an interactive continuous Python profiler.,profiling,20,True,what-studio/profiling,https://github.com/what-studio/profiling,BSD-3-Clause,2014-09-03 10:35:57.000,2020-08-24 01:31:58.000,2020-08-24 01:31:58.000,114.0,20.0,2995.0,2017-06-28 06:10:16.000,0.1.3,3.0,18.0,,,profiling,15.0,433.0,37.0,32.0,https://pypi.org/project/profiling,2017-06-28 06:10:16.000,5.0,3642.0,3642.0,,,,3.0,,,,,,,,,,
193,pyrasite,https://github.com/lmacken/pyrasite,,Inject code into running Python processes.,debugging,20,False,lmacken/pyrasite,https://github.com/lmacken/pyrasite,GPL-3.0,2011-09-10 06:01:20.000,2020-12-24 21:02:34.000,2017-03-13 17:42:17.000,188.0,14.0,2540.0,,,13.0,20.0,,,pyrasite,39.0,274.0,37.0,31.0,https://pypi.org/project/pyrasite,2012-05-09 19:11:33.000,6.0,9141.0,9141.0,,,,3.0,,,,,,,,,,
194,PrettyErrors,https://github.com/onelivesleft/PrettyErrors,,Prettify Python exception output to make it legible.,logging,20,True,onelivesleft/PrettyErrors,https://github.com/onelivesleft/PrettyErrors,MIT,2018-11-15 16:02:27.000,2021-05-23 15:14:59.000,2021-05-23 15:14:39.000,65.0,29.0,2084.0,2021-05-23 15:14:59.000,1.2.21,44.0,4.0,,,pretty_errors,,123.0,0.0,,https://pypi.org/project/pretty_errors,2021-05-23 15:14:59.000,0.0,20415.0,20415.0,,,,3.0,,,,,,,,,,
195,mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,,"Automatic documentation from sources, for MkDocs.",documentation,20,True,pawamoy/mkdocstrings,https://github.com/mkdocstrings/mkdocstrings,ISC,2019-12-09 18:09:09.000,2021-05-23 13:31:47.000,2021-05-16 15:58:24.000,42.0,130.0,375.0,2021-05-16 15:56:37.000,0.15.1,36.0,19.0,['mkdocs'],,mkdocstrings,44.0,426.0,0.0,,https://pypi.org/project/mkdocstrings,2021-05-16 15:56:37.000,0.0,48319.0,48319.0,,,,3.0,,,mkdocstrings/mkdocstrings,,,,,,,
196,blacken-docs,https://github.com/asottile/blacken-docs,,Run `black` on python code blocks in documentation files.,documentation,20,True,asottile/blacken-docs,https://github.com/asottile/blacken-docs,MIT,2018-06-03 02:48:01.000,2021-05-24 18:23:21.000,2021-05-24 18:23:20.000,17.0,26.0,212.0,2021-03-02 02:05:09.000,1.10.0,19.0,12.0,,conda-forge/blacken-docs,blacken-docs,2.0,160.0,22.0,,https://pypi.org/project/blacken-docs,2021-03-02 02:05:09.000,22.0,4494.0,6123.0,https://anaconda.org/conda-forge/blacken-docs,2021-03-02 04:02:19.005,16298.0,3.0,,,,,,,,,,
197,pytest-docker,https://github.com/avast/pytest-docker,,Docker-based integration tests.,testing,20,True,avast/pytest-docker,https://github.com/avast/pytest-docker,MIT,2017-03-07 04:51:13.000,2021-05-20 10:31:47.000,2020-09-22 09:13:51.000,37.0,13.0,205.0,2020-09-22 09:28:03.000,0.10.1,13.0,9.0,['pytest'],,pytest-docker,16.0,56.0,28.0,,https://pypi.org/project/pytest-docker,2020-09-22 09:28:03.000,28.0,22537.0,22541.0,,,,3.0,66.0,,,,,,,,,
198,pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,,pytest plugin for manipulating test data directories and files.,testing,20,False,gabrielcnr/pytest-datadir,https://github.com/gabrielcnr/pytest-datadir,MIT,2015-07-02 21:41:44.000,2020-11-22 23:34:25.000,2019-10-22 13:19:39.000,17.0,11.0,140.0,2019-10-22 13:04:22.000,1.3.1,9.0,7.0,['pytest'],conda-forge/pytest-datadir,pytest-datadir,3.0,71.0,416.0,338.0,https://pypi.org/project/pytest-datadir,2019-10-22 13:04:22.000,78.0,97906.0,99285.0,https://anaconda.org/conda-forge/pytest-datadir,2019-10-23 16:32:51.374,75855.0,3.0,,,,,,,,,,
199,flake8-mypy,https://github.com/ambv/flake8-mypy,,A plugin for flake8 integrating Mypy.,linters,20,True,ambv/flake8-mypy,https://github.com/ambv/flake8-mypy,MIT,2017-02-26 02:27:33.000,2020-06-19 16:51:36.000,2020-06-19 16:51:00.000,15.0,3.0,103.0,2017-08-31 23:17:01.000,17.8.0,6.0,8.0,['flake8'],,flake8-mypy,19.0,50.0,887.0,689.0,https://pypi.org/project/flake8-mypy,2017-08-31 23:17:01.000,198.0,35803.0,35803.0,,,,3.0,,,,,,,,,,
200,unify,https://github.com/myint/unify,,Modifies strings to all use the same quote where possible.,refactoring,20,False,myint/unify,https://github.com/myint/unify,MIT,2013-03-24 18:02:19.000,2021-04-21 16:21:07.000,2019-08-07 13:44:00.000,12.0,3.0,55.0,2013-06-22 15:34:37.000,0.1.5,10.0,5.0,,,unify,7.0,69.0,289.0,235.0,https://pypi.org/project/unify,2019-08-07 13:46:09.000,54.0,44920.0,44920.0,,,,3.0,,,,,,,,,,
201,Birdseye,https://github.com/alexmojaki/birdseye,,Graphical Python debugger which lets you easily view the values of all evaluated expressions.,debugging,19,True,alexmojaki/birdseye,https://github.com/alexmojaki/birdseye,MIT,2017-07-22 18:49:20.000,2021-05-03 18:43:10.000,2021-03-26 14:30:21.000,70.0,31.0,1397.0,2020-08-25 21:49:38.000,0.8.4,35.0,9.0,,,birdseye,17.0,397.0,0.0,,https://pypi.org/project/birdseye,2020-08-25 21:49:38.000,0.0,1418.0,1418.0,,,,3.0,,,,,,,,,,
202,wily,https://github.com/tonybaloney/wily,,"A Python application for tracking, reporting on timing and complexity in Python code.",code-metrics,19,True,tonybaloney/wily,https://github.com/tonybaloney/wily,Apache-2.0,2018-10-11 22:12:25.000,2021-03-02 01:26:07.000,2021-03-02 01:26:07.000,43.0,48.0,743.0,2020-09-02 06:33:11.000,1.19.0,45.0,15.0,,,wily,28.0,688.0,8.0,,https://pypi.org/project/wily,2020-09-02 06:33:11.000,8.0,6860.0,6860.0,,,,3.0,,,,,,,,,,
203,dlint,https://github.com/dlint-py/dlint,,Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure.,security,19,True,dlint-py/dlint,https://github.com/dlint-py/dlint,BSD-3-Clause,2020-01-08 15:53:36.000,2020-12-08 17:21:33.000,2020-12-08 17:21:32.000,13.0,12.0,315.0,2020-10-30 20:40:39.000,0.11.0,13.0,7.0,,,dlint,20.0,201.0,18.0,,https://pypi.org/project/dlint,2020-10-30 20:40:39.000,18.0,27564.0,27564.0,,,,3.0,,,,,,,,,,
204,constructor,https://github.com/conda/constructor,,tool for creating installers from conda packages.,packaging,19,True,conda/constructor,https://github.com/conda/constructor,BSD-3-Clause,2016-02-12 06:52:50.000,2021-05-24 15:52:40.000,2021-05-24 15:52:40.000,125.0,193.0,309.0,2021-04-03 16:53:20.000,3.2.1,37.0,46.0,,constructor,,41.0,948.0,9.0,9.0,,,,,73.0,https://anaconda.org/anaconda/constructor,2021-04-01 17:48:58.348,3971.0,3.0,219.0,,,,,,,,,
205,flakehell,https://github.com/life4/flakehell,,"Flake8 wrapper to make it nice, legacy-friendly, configurable.",linters,19,True,life4/flakehell,https://github.com/life4/flakehell,MIT,2019-08-06 11:37:21.000,2021-01-11 21:35:41.000,2021-01-11 21:35:40.000,33.0,,221.0,2021-01-11 18:40:32.000,0.9.0,28.0,15.0,['flake8'],,flakehell,4.0,368.0,0.0,,https://pypi.org/project/flakehell,2021-01-11 18:40:32.000,0.0,36092.0,36094.0,,,,3.0,50.0,,,,,,,,,
206,nitpick,https://github.com/andreoliwa/nitpick,,Enforce the same settings on multiple projects.,linters,19,True,andreoliwa/nitpick,https://github.com/andreoliwa/nitpick,MIT,2018-03-23 14:25:24.000,2021-05-25 04:20:39.000,2021-05-18 00:52:44.000,9.0,53.0,153.0,2021-03-16 21:47:14.000,0.26.0,42.0,10.0,['flake8'],,nitpick,31.0,486.0,0.0,,https://pypi.org/project/nitpick,2021-03-16 21:47:11.000,0.0,10650.0,10650.0,,,,3.0,3.0,,,,,,,,,
207,pynt,https://github.com/rags/pynt,,A pynt of Python build.,build-tools,19,False,rags/pynt,https://github.com/rags/pynt,MIT,2012-11-17 13:12:49.000,2020-04-13 11:49:33.000,2019-10-04 19:05:46.000,18.0,13.0,151.0,2018-06-24 06:23:48.000,0.8.2,7.0,9.0,,,pynt,5.0,128.0,124.0,70.0,https://pypi.org/project/pynt,2018-06-24 06:23:48.000,54.0,11771.0,11771.0,,,,3.0,,,,,,,,,,
208,eradicate,https://github.com/myint/eradicate,,Removes commented-out code from Python files.,refactoring,19,False,myint/eradicate,https://github.com/myint/eradicate,Saxpath,2012-12-23 04:39:48.000,2020-10-06 12:45:07.000,2020-10-01 09:23:01.000,19.0,13.0,114.0,2020-10-01 09:33:03.000,2.0.0,16.0,7.0,,,eradicate,6.0,164.0,156.0,,https://pypi.org/project/eradicate,2020-10-01 09:33:03.000,156.0,225745.0,225745.0,,,,3.0,,,,,,,,,,
209,sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,,sphinx builder that outputs markdown files.,documentation,19,True,codejamninja/sphinx-markdown-builder,https://github.com/clayrisser/sphinx-markdown-builder,MIT,2018-11-11 00:07:58.000,2020-10-07 04:18:38.000,2020-10-07 04:18:32.000,28.0,16.0,101.0,2019-12-23 17:05:52.000,0.5.4,22.0,16.0,['sphinx'],,sphinx-markdown-builder,18.0,99.0,180.0,138.0,https://pypi.org/project/sphinx-markdown-builder,2019-12-23 17:05:52.000,42.0,14600.0,14600.0,,,,3.0,,,clayrisser/sphinx-markdown-builder,,,,,,,
210,flake8-bandit,https://github.com/tylerwince/flake8-bandit,,Automated security testing using bandit and flake8.,linters,19,True,tylerwince/flake8-bandit,https://github.com/tylerwince/flake8-bandit,MIT,2017-10-28 23:19:09.000,2020-12-29 20:50:06.000,2020-08-29 05:51:08.000,15.0,8.0,61.0,2019-10-08 03:58:31.000,2.1.2,11.0,5.0,['flake8'],,flake8-bandit,3.0,44.0,156.0,,https://pypi.org/project/flake8-bandit,2019-10-08 03:58:31.000,156.0,206469.0,206469.0,,,,3.0,,,,,,,,,,
211,mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,,Generate a single PDF file from MkDocs repository.,documentation,19,True,orzih/mkdocs-with-pdf,https://github.com/orzih/mkdocs-with-pdf,MIT,2020-02-23 16:34:46.000,2021-05-26 10:20:42.000,2021-04-08 23:20:45.000,9.0,29.0,58.0,2021-01-11 02:43:17.000,0.8.3,24.0,5.0,['mkdocs'],,mkdocs-with-pdf,12.0,167.0,21.0,21.0,https://pypi.org/project/mkdocs-with-pdf,2021-01-11 02:26:16.000,,3251.0,3251.0,,,,3.0,,,,,,,,,,
212,mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,,MkDocs plugin for setting revision date from git per markdown file.,documentation,19,False,zhaoterryy/mkdocs-git-revision-date-plugin,https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin,MIT,2018-12-03 04:29:33.000,2020-10-16 02:02:54.000,2020-10-16 01:58:36.000,5.0,9.0,34.0,2020-10-16 02:02:42.000,0.3.1,8.0,6.0,['mkdocs'],,mkdocs-git-revision-date-plugin,2.0,24.0,219.0,201.0,https://pypi.org/project/mkdocs-git-revision-date-plugin,2020-10-16 02:02:18.000,18.0,8112.0,8112.0,,,,3.0,,,,,,,,,,
213,pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,,a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv).,virtual-envs,18,True,pyenv/pyenv-virtualenv,https://github.com/pyenv/pyenv-virtualenv,MIT,2013-02-18 12:59:17.000,2021-05-25 21:49:59.000,2021-05-09 17:56:31.000,288.0,171.0,4296.0,2019-02-14 00:27:42.000,1.1.5,7.0,43.0,,,,125.0,466.0,,,,,,,,,,,3.0,,,,,,,,,,
214,pyflow,https://github.com/David-OConnor/pyflow,,An installation and dependency system for Python.,dependency-managers,18,True,David-OConnor/pyflow,https://github.com/David-OConnor/pyflow,MIT,2019-07-15 09:40:29.000,2021-05-27 05:14:35.000,2021-05-24 20:57:37.000,27.0,45.0,761.0,2020-11-21 15:18:30.000,0.2.9,23.0,22.0,,,pyflow,41.0,287.0,,,https://pypi.org/project/pyflow,2020-11-21 15:18:30.000,,137.0,282.0,,,,3.0,3045.0,,,,,,,,,
215,portray,https://github.com/timothycrosley/portray,,Your Project with Great Documentation.,documentation,18,True,timothycrosley/portray,https://github.com/timothycrosley/portray,MIT,2019-08-21 05:14:04.000,2021-05-21 06:18:28.000,2021-05-21 06:18:26.000,56.0,28.0,739.0,2021-04-02 03:59:23.000,1.6.0,27.0,15.0,,,portray,19.0,,8.0,,https://pypi.org/project/portray,2021-04-02 03:59:23.000,8.0,7002.0,7002.0,,,,3.0,,,,,,,,,,
216,vex,https://github.com/sashahart/vex,,Run a command in the named virtualenv.,virtual-envs,18,False,sashahart/vex,https://github.com/sashahart/vex,MIT,2014-05-09 03:20:02.000,2021-01-19 19:03:16.000,2019-05-10 19:18:48.000,23.0,38.0,369.0,2019-05-10 19:21:38.000,0.0.19,18.0,3.0,,,vex,2.0,200.0,37.0,21.0,https://pypi.org/project/vex,2019-05-10 19:21:38.000,16.0,807.0,807.0,,,,3.0,,,,,,,,,,
217,unimport,https://github.com/hakancelik96/unimport,,"A linter, formatter for finding and removing unused import statements.",refactoring,18,True,hakancelik96/unimport,https://github.com/hakancelik96/unimport,MIT,2019-09-08 09:49:24.000,2021-05-24 16:59:08.000,2021-05-08 15:59:40.000,15.0,62.0,105.0,2021-05-08 16:03:41.000,0.8.3,29.0,11.0,,,unimport,9.0,384.0,5.0,5.0,https://pypi.org/project/unimport,2021-03-10 16:31:53.000,,3945.0,3945.0,,,,3.0,,,,,,,,,,
218,pandas-vet,https://github.com/deppen8/pandas-vet,,A plugin for Flake8 that checks pandas code.,linters,18,True,deppen8/pandas-vet,https://github.com/deppen8/pandas-vet,MIT,2019-02-25 05:19:51.000,2021-03-03 04:44:57.000,2021-03-03 04:44:57.000,14.0,28.0,93.0,2020-02-01 05:12:09.000,0.2.2,6.0,10.0,['flake8'],conda-forge/pandas-vet,pandas-vet,21.0,179.0,37.0,37.0,https://pypi.org/project/pandas-vet,2020-02-01 05:12:09.000,0.0,6579.0,6837.0,https://anaconda.org/conda-forge/pandas-vet,2020-02-01 05:31:32.445,6448.0,3.0,33.0,,,,,,,,,
219,massedit,https://github.com/elmotec/massedit,,Programmatically edit text files with Python. Useful for source to source transformations.,refactoring,18,True,elmotec/massedit,https://github.com/elmotec/massedit,MIT,2012-03-11 16:18:30.000,2020-12-23 02:17:37.000,2020-12-23 02:11:17.000,13.0,5.0,90.0,2020-12-23 02:19:02.000,0.69.1,15.0,6.0,,,massedit,3.0,178.0,10.0,,https://pypi.org/project/massedit,2020-12-23 02:12:33.000,10.0,1283.0,1283.0,,,,3.0,15.0,,,,,,,,,
220,pyformat,https://github.com/myint/pyformat,,Formats Python code to follow a consistent style.,formatters,18,False,myint/pyformat,https://github.com/myint/pyformat,Saxpath,2013-03-24 21:45:30.000,2019-12-07 19:55:59.000,2019-05-24 17:17:56.000,5.0,3.0,82.0,2014-09-07 13:57:37.000,0.5.7,23.0,3.0,,,pyformat,3.0,199.0,100.0,78.0,https://pypi.org/project/pyformat,2017-01-04 02:31:11.000,22.0,10377.0,10377.0,,,,3.0,,,,,,,,,,
221,mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,,A tool that allows for versioning sites built with mkdocs.,documentation,18,False,zayd62/mkdocs-versioning,https://github.com/zayd62/mkdocs-versioning,MIT,2019-07-20 18:09:56.000,2021-03-29 20:06:41.000,2021-02-11 10:22:58.000,8.0,22.0,40.0,2021-02-11 10:24:35.000,0.4.0,6.0,5.0,['mkdocs'],,mkdocs-versioning,3.0,132.0,18.0,18.0,https://pypi.org/project/mkdocs-versioning,2021-02-11 10:24:35.000,,2332.0,2332.0,,,,3.0,,,,,,,,,,
222,fake2db,https://github.com/emirozer/fake2db,,create custom test databases that are populated with fake data.,testing,17,False,emirozer/fake2db,https://github.com/emirozer/fake2db,GPL-2.0,2014-02-18 19:14:28.000,2019-11-25 09:19:01.000,2019-11-25 09:19:00.000,111.0,15.0,2066.0,2019-03-09 13:53:12.000,1.0.0,20.0,18.0,,,fake2db,6.0,242.0,14.0,13.0,https://pypi.org/project/fake2db,2018-02-09 15:43:23.000,1.0,98.0,98.0,,,,3.0,,,,,,,,,,
223,pyheat,https://github.com/csurfer/pyheat,,pprofile + matplotlib = Python program profiled as an awesome heatmap!.,profiling,17,False,csurfer/pyheat,https://github.com/csurfer/pyheat,MIT,2017-02-04 22:56:02.000,2021-01-08 21:28:29.000,2018-12-06 03:53:03.000,27.0,8.0,493.0,2018-12-06 03:59:34.000,0.0.6,6.0,4.0,,,py-heat,3.0,51.0,33.0,28.0,https://pypi.org/project/py-heat,2018-12-06 03:59:34.000,5.0,1096.0,1096.0,,,,3.0,,,,,,,,,,
224,pycycle,https://github.com/bndr/pycycle,,Tool for pinpointing circular imports in Python. Find cyclic imports in any project.,linters,17,False,bndr/pycycle,https://github.com/bndr/pycycle,MIT,2017-01-28 17:22:00.000,2020-06-24 12:43:11.000,2017-02-13 18:07:04.000,11.0,1.0,284.0,2017-02-13 18:07:58.000,0.0.8,8.0,2.0,,,pycycle,13.0,26.0,49.0,42.0,https://pypi.org/project/pycycle,2017-02-13 18:07:58.000,7.0,2515.0,2515.0,,,,3.0,,,,,,,,,,
225,beartype,https://github.com/beartype/beartype,,Unbearably fast O(1) runtime type-checking in pure Python.,linters,17,True,beartype/beartype,https://github.com/beartype/beartype,MIT,2020-04-03 06:06:22.000,2021-05-27 07:07:08.000,2021-05-27 06:43:09.000,6.0,21.0,258.0,2021-05-25 05:39:45.000,0.7.0,11.0,4.0,,conda-forge/beartype,beartype,3.0,,0.0,,https://pypi.org/project/beartype,2021-05-25 05:39:45.000,0.0,10601.0,10969.0,https://anaconda.org/conda-forge/beartype,2021-05-25 07:24:11.467,4054.0,3.0,,,,,,,,,,
226,imhotep,https://github.com/justinabrahms/imhotep,,A static-analysis bot for Github.,linters,17,False,justinabrahms/imhotep,https://github.com/justinabrahms/imhotep,MIT,2012-12-17 01:26:32.000,2021-04-26 16:18:40.000,2017-12-09 20:00:47.000,37.0,23.0,214.0,2016-09-18 21:57:32.000,1.1.0,9.0,15.0,,,imhotep,23.0,356.0,11.0,7.0,https://pypi.org/project/imhotep,2016-09-18 21:57:32.000,4.0,18.0,18.0,,,,3.0,,,,,,,,,,
227,retype,https://github.com/ambv/retype,,Re-apply type annotations from .pyi stubs to your codebase.,refactoring,17,True,ambv/retype,https://github.com/ambv/retype,MIT,2017-03-11 07:54:58.000,2021-05-16 22:51:30.742,2021-05-15 17:24:28.000,16.0,5.0,100.0,2021-05-15 15:22:34.000,21.5.0,9.0,8.0,,conda-forge/retype,retype,9.0,,34.0,,https://pypi.org/project/retype,2021-05-15 15:22:34.000,34.0,1065.0,1393.0,https://anaconda.org/conda-forge/retype,2021-05-16 22:51:30.742,13159.0,3.0,,,,,,,,,,
228,mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,,MkDocs Plugin allowing your visitors to *File Print Save as PDF* the entire site.,documentation,17,False,timvink/mkdocs-print-site-plugin,https://github.com/timvink/mkdocs-print-site-plugin,MIT,2020-08-15 12:02:33.000,2021-05-19 18:24:00.000,2021-05-19 18:20:17.000,3.0,45.0,17.0,2021-05-19 18:24:00.000,1.2.3,21.0,,['mkdocs'],,mkdocs-print-site-plugin,4.0,141.0,22.0,22.0,https://pypi.org/project/mkdocs-print-site-plugin,2021-05-19 18:24:00.000,0.0,1666.0,1666.0,,,,3.0,,,,,,,,,,
229,yala,https://github.com/cemsbr/yala,,Yet Another Linter Aggregator.,linters,17,False,cemsbr/yala,https://github.com/cemsbr/yala,MIT,2017-06-02 22:45:50.000,2021-04-10 04:04:26.000,2021-04-10 04:03:47.000,4.0,11.0,11.0,2020-10-24 16:03:12.000,3.0.1,27.0,3.0,"['flake8', 'pylint']",,yala,1.0,165.0,54.0,36.0,https://pypi.org/project/yala,2020-10-24 16:03:12.000,18.0,1034.0,1034.0,,,,3.0,,,,,,,,,,
230,bellybutton,https://github.com/hchasestevens/bellybutton,,Custom Python linting through AST expressions.,linters,16,True,hchasestevens/bellybutton,https://github.com/hchasestevens/bellybutton,MIT,2018-02-17 06:31:44.000,2020-11-27 21:20:22.000,2020-11-27 21:18:44.000,7.0,6.0,211.0,2020-11-27 21:20:22.000,0.3.1,11.0,4.0,,,bellybutton,7.0,32.0,4.0,4.0,https://pypi.org/project/bellybutton,2020-11-27 21:20:22.000,0.0,7512.0,7512.0,,,,3.0,,,,,,,,,,
231,pep8ify,https://github.com/spulec/pep8ify,,A library that modifies python source code to conform to pep8.,refactoring,16,False,spulec/pep8ify,https://github.com/spulec/pep8ify,Apache-2.0,2012-06-03 03:31:33.000,2019-03-08 03:06:14.000,2014-10-24 20:36:38.000,13.0,12.0,113.0,2014-10-24 20:36:57.000,0.0.13,13.0,6.0,,,pep8ify,6.0,154.0,53.0,34.0,https://pypi.org/project/pep8ify,2014-10-24 20:36:57.000,19.0,108.0,108.0,,,,3.0,,,,,,,,,,
232,pytest-play,https://github.com/pytest-dev/pytest-play,,pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files.,testing,16,False,pytest-dev/pytest-play,https://github.com/pytest-dev/pytest-play,Apache-2.0,2017-12-14 09:08:26.000,2019-08-20 15:57:27.000,2019-06-12 11:57:28.000,3.0,24.0,63.0,2019-06-12 11:59:29.000,2.3.1,23.0,3.0,['pytest'],,pytest-play,4.0,382.0,25.0,21.0,https://pypi.org/project/pytest-play,2019-06-12 11:59:29.000,4.0,422.0,422.0,,,,3.0,,,,,,,,,,
233,PyOxidizer,https://github.com/indygreg/PyOxidizer,,A modern Python application packaging and distribution tool.,packaging,15,True,indygreg/PyOxidizer,https://github.com/indygreg/PyOxidizer,MPL-2.0,2018-12-18 23:32:13.000,2021-05-16 17:34:09.000,2021-05-16 17:27:05.000,111.0,143.0,3037.0,2021-05-09 16:48:41.000,pyoxidizer/0.16.0,8.0,34.0,,,,199.0,,,,,,,,14.0,,,,3.0,238.0,,,,,,,,,
234,pyenv-installer,https://github.com/pyenv/pyenv-installer,,This tool is used to install `pyenv` and friends.,virtual-envs,15,True,pyenv/pyenv-installer,https://github.com/pyenv/pyenv-installer,MIT,2013-06-01 03:48:07.000,2021-05-17 23:00:48.000,2021-05-09 21:55:39.000,294.0,56.0,2687.0,,,,31.0,,,,6.0,134.0,,,,,,,,,,,3.0,,,,,,,,,,
235,dh-virtualenv,https://github.com/spotify/dh-virtualenv,,Python virtualenvs in Debian packages.,virtual-envs,15,True,spotify/dh-virtualenv,https://github.com/spotify/dh-virtualenv,GPL-2.0,2013-10-09 19:03:43.000,2021-04-12 18:40:39.000,2021-04-12 18:40:39.000,158.0,156.0,1460.0,,,,56.0,,,,25.0,406.0,,,,,,,,,,,3.0,,,,,,,,,,
236,tbvaccine,https://github.com/skorokithakis/tbvaccine,,A small utility to pretty-print Python tracebacks.,logging,15,False,skorokithakis/tbvaccine,https://github.com/skorokithakis/tbvaccine,MIT,2016-08-27 17:31:59.000,2020-03-01 19:24:46.000,2020-03-01 19:24:44.000,12.0,13.0,357.0,2018-12-14 18:07:29.000,0.3.1,12.0,12.0,,,tbvaccine,7.0,80.0,9.0,9.0,https://pypi.org/project/tbvaccine,2018-12-14 18:07:29.000,,774.0,774.0,,,,3.0,,,,,,,,,,
237,pip-run,https://github.com/jaraco/pip-run,,pip-run - dynamic dependency loader for Python.,dependency-managers,15,True,jaraco/pip-run,https://github.com/jaraco/pip-run,MIT,2016-01-25 01:59:13.000,2021-03-24 23:41:55.000,2021-03-24 23:27:11.000,10.0,37.0,60.0,2021-02-21 18:35:39.000,8.4.2,20.0,9.0,,,pip-run,4.0,,,,https://pypi.org/project/pip-run,2021-02-21 18:35:23.000,,2770.0,2770.0,,,,3.0,,,,,,,,,,
238,lazydocs,https://github.com/ml-tooling/lazydocs,,Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx.,documentation,15,True,ml-tooling/lazydocs,https://github.com/ml-tooling/lazydocs,MIT,2020-11-10 00:31:46.000,2021-03-15 19:30:18.000,2021-03-15 19:30:16.000,5.0,,22.0,2021-03-15 19:30:05.000,0.4.6,16.0,4.0,,,lazydocs,1.0,,22.0,22.0,https://pypi.org/project/lazydocs,2021-03-15 19:24:25.000,0.0,135.0,135.0,,,,3.0,,,,,,,,,,
239,pytest-plugins,https://github.com/man-group/pytest-plugins,,A grab-bag of nifty pytest plugins.,testing,14,False,man-group/pytest-plugins,https://github.com/man-group/pytest-plugins,MIT,2015-08-14 07:52:32.000,2021-03-22 04:23:41.000,2020-04-11 14:20:38.000,58.0,51.0,375.0,,,,46.0,,,,38.0,747.0,,,,,,,,,,,3.0,,,,,,,,,,
240,pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,,A PipEnv Environment Switcher.,virtual-envs,14,False,gtalarico/pipenv-pipes,https://github.com/gtalarico/pipenv-pipes,MIT,2018-05-02 03:56:41.000,2021-03-25 22:02:53.000,2019-06-27 03:42:48.000,11.0,10.0,127.0,2018-11-08 03:05:43.000,0.7.1,25.0,5.0,,,pipenv-pipes,7.0,285.0,,,https://pypi.org/project/pipenv-pipes,2018-11-08 03:05:43.000,,97.0,97.0,,,,3.0,,,,,,,,,,
241,com2ann,https://github.com/ilevkivskyi/com2ann,,Tool for translation type comments to type annotations in Python.,refactoring,14,True,ilevkivskyi/com2ann,https://github.com/ilevkivskyi/com2ann,MIT,2016-09-09 07:17:02.000,2021-03-07 09:20:28.000,2021-03-07 09:20:25.000,5.0,14.0,89.0,2019-06-17 19:19:47.000,0.1.1,2.0,3.0,,,com2ann,4.0,28.0,2.0,2.0,https://pypi.org/project/com2ann,2019-06-17 19:19:47.000,0.0,667.0,667.0,,,,3.0,,,,,,,,,,
242,subpar,https://github.com/google/subpar,,Subpar is a utility for creating self-contained python executables. It is designed to work well with Bazel.,packaging,13,False,google/subpar,https://github.com/google/subpar,Apache-2.0,2016-08-03 20:11:35.000,2020-09-16 16:25:54.000,2019-08-15 01:37:08.000,60.0,30.0,480.0,2019-05-14 20:14:05.000,2.0.0,5.0,14.0,,,,31.0,93.0,,,,,,,,,,,3.0,,,,,,,,,,
243,linty_fresh,https://github.com/lyft/linty_fresh,,Surface lint errors during code review.,linters,13,True,lyft/linty_fresh,https://github.com/lyft/linty_fresh,Apache-2.0,2015-12-19 02:37:26.000,2020-11-30 22:20:25.000,2020-11-30 22:18:53.000,21.0,1.0,183.0,2018-12-12 19:47:05.000,0.7.0,10.0,17.0,"['flake8', 'mypy']",,linty-fresh,8.0,53.0,,,https://pypi.org/project/linty-fresh,2018-12-12 19:47:05.000,,18.0,18.0,,,,3.0,,,,,,,,,,
244,universal-build,https://github.com/ml-tooling/universal-build,,Universal build utilities for containerized build pipelines.,build-tools,13,True,ml-tooling/universal-build,https://github.com/ml-tooling/universal-build,MIT,2020-10-19 14:57:21.000,2021-04-19 19:45:59.000,2021-04-19 19:45:59.000,3.0,1.0,12.0,2021-03-22 18:29:06.000,0.6.13,38.0,4.0,,,universal-build,,,0.0,,https://pypi.org/project/universal-build,2020-12-12 13:21:08.000,0.0,177.0,179.0,,,,3.0,15.0,,,,,,,,,
245,cohesion,https://github.com/mschwager/cohesion,,A tool for measuring Python class cohesion.,code-metrics,12,False,mschwager/cohesion,https://github.com/mschwager/cohesion,GPL-3.0,2016-08-11 21:09:32.000,2019-08-05 17:14:04.000,2019-08-05 17:14:01.000,2.0,11.0,135.0,2019-07-10 16:08:05.000,1.0.0,9.0,2.0,,,cohesion,1.0,78.0,3.0,,https://pypi.org/project/cohesion,2019-07-10 16:08:05.000,3.0,1799.0,1799.0,,,,3.0,,,,,,,,,,
246,pyship,https://github.com/jamesabel/pyship,,"freezer, installer and updater for Python applications.",packaging,10,False,jamesabel/pyship,https://github.com/jamesabel/pyship,MIT,2020-04-23 04:45:03.000,2020-12-07 01:00:59.000,2020-12-07 01:00:54.000,,,11.0,2020-12-07 00:53:45.000,0.1.0,14.0,,,,pyship,4.0,,,,https://pypi.org/project/pyship,2020-12-07 00:53:45.000,,47.0,47.0,,,,3.0,,,,,,,,,,
1 name homepage resource description category projectrank show github_id github_url license created_at updated_at last_commit_pushed_at fork_count closed_issue_count star_count latest_stable_release_published_at latest_stable_release_number release_count contributor_count labels conda_id pypi_id open_issue_count commit_count dependent_project_count github_dependent_project_count pypi_url pypi_latest_release_published_at pypi_dependent_project_count pypi_monthly_downloads monthly_downloads conda_url conda_latest_release_published_at conda_total_downloads projectrank_placing github_release_downloads trending updated_github_id cargo_id npm_id npm_url npm_latest_release_published_at npm_dependent_project_count npm_monthly_downloads conda_forge
2 0 Python.org Packaging https://packaging.python.org/overview/ True An Overview of Packaging for Python. packaging 0 True
3 1 best-of-web-python - Testing https://github.com/ml-tooling/best-of-web-python True Testing libraries & tools for python web frameworks. testing 0 True ml-tooling/best-of-web-python https://github.com/ml-tooling/best-of-web-python CC-BY-SA-4.0 2021-01-05 13:09:27.000 2021-05-27 14:41:19.000 2021-05-14 08:30:59.000 81.0 2.0 1226.0 2021-05-14 08:31:08.000 2021.05.13 16.0 6.0
4 2 unittest https://docs.python.org/3/library/unittest.html True Unittest is a test framework included in the Python standard library. testing 0 True
5 3 sphinx https://github.com/sphinx-doc/sphinx Main repository for the Sphinx documentation builder. documentation 38 True sphinx-doc/sphinx https://github.com/sphinx-doc/sphinx BSD-3-Clause 2015-01-02 10:53:28.000 2021-05-27 09:40:08.000 2021-05-23 16:24:23.000 1475.0 4631.0 3949.0 2021-05-20 12:58:02.000 4.0.2 151.0 642.0 ['sphinx'] conda-forge/sphinx sphinx 768.0 17610.0 247253.0 142717.0 https://pypi.org/project/sphinx 2021-05-20 12:58:02.000 104536.0 4464744.0 4522229.0 https://anaconda.org/conda-forge/sphinx 2021-05-25 19:47:42.185 3276669.0 1.0
6 4 tqdm https://github.com/tqdm/tqdm A Fast, Extensible Progress Bar for Python and CLI. logging 36 True tqdm/tqdm https://github.com/tqdm/tqdm MIT 2015-06-03 13:13:14.000 2021-05-24 21:12:31.593 2021-05-24 11:33:23.000 947.0 509.0 18411.0 2021-05-24 19:55:34.000 4.61.0 118.0 100.0 conda-forge/tqdm tqdm 282.0 1833.0 202317.0 176079.0 https://pypi.org/project/tqdm 2021-05-24 19:47:43.000 26238.0 19449547.0 19556823.0 https://anaconda.org/conda-forge/tqdm 2021-05-24 21:12:31.593 6321914.0 1.0 7900.0
7 5 mypy https://github.com/python/mypy Optional static typing for Python 3 and 2 (PEP 484). linters 36 True python/mypy https://github.com/python/mypy MIT 2012-12-07 13:30:23.000 2021-05-27 10:47:22.000 2021-05-25 15:40:56.000 1730.0 4631.0 10740.0 79.0 465.0 conda-forge/mypy mypy 1715.0 9526.0 40744.0 34660.0 https://pypi.org/project/mypy 2021-02-19 17:28:31.000 6084.0 6576060.0 6598327.0 https://anaconda.org/conda-forge/mypy 2021-04-02 00:00:44.993 935226.0 1.0
8 6 pytest https://github.com/pytest-dev/pytest The pytest framework makes it easy to write small tests, yet scales to support complex functional testing. testing 36 True pytest-dev/pytest https://github.com/pytest-dev/pytest MIT 2015-06-15 20:28:27.000 2021-05-27 13:10:24.043 2021-05-26 21:42:37.000 1726.0 3862.0 7374.0 2021-05-04 16:22:25.000 6.2.4 147.0 723.0 ['pytest'] conda-forge/pytest pytest 653.0 452976.0 322392.0 https://pypi.org/project/pytest 2021-05-04 16:21:57.000 130584.0 27895127.0 28031211.0 https://anaconda.org/conda-forge/pytest 2021-05-27 13:10:24.043 7892903.0 1.0
9 7 psutil https://github.com/giampaolo/psutil Cross-platform lib for process and system monitoring in Python. profiling 36 True giampaolo/psutil https://github.com/giampaolo/psutil BSD-3-Clause 2014-05-23 14:01:48.000 2021-05-14 15:02:58.000 2021-05-14 15:02:54.000 1094.0 1287.0 7338.0 2020-12-19 01:19:27.000 5.8.0 83.0 159.0 conda-forge/psutil psutil 176.0 5683.0 111843.0 87177.0 https://pypi.org/project/psutil 2020-12-19 01:19:27.000 24666.0 22713253.0 22824751.0 https://anaconda.org/conda-forge/psutil 2021-04-19 20:30:13.823 6801409.0 1.0
10 8 jedi https://github.com/davidhalter/jedi Awesome autocompletion, static analysis and refactoring library for python. refactoring 36 True davidhalter/jedi https://github.com/davidhalter/jedi MIT 2012-02-19 23:12:30.000 2021-05-26 14:15:06.000 2021-05-05 22:38:19.000 441.0 1209.0 4868.0 2020-12-25 10:34:25.000 0.18.0 30.0 144.0 conda-forge/jedi jedi 27.0 8204.0 148141.0 132235.0 https://pypi.org/project/jedi 2020-12-25 10:34:25.000 15906.0 13147790.0 13238486.0 https://anaconda.org/conda-forge/jedi 2021-01-14 15:48:43.942 4988304.0 1.0
11 9 tox https://github.com/tox-dev/tox Command line driven CI frontend and development task automation tool. testing 36 True tox-dev/tox https://github.com/tox-dev/tox MIT 2016-09-17 16:54:22.000 2021-05-27 05:55:46.000 2021-05-25 08:03:52.000 366.0 1056.0 2225.0 2021-05-10 12:09:53.000 3.23.1 116.0 242.0 ['pytest'] conda-forge/tox tox 138.0 1996.0 80852.0 44452.0 https://pypi.org/project/tox 2021-05-05 16:42:34.000 36400.0 4231754.0 4238171.0 https://anaconda.org/conda-forge/tox 2021-05-05 22:48:33.555 282385.0 1.0
12 10 flake8 https://github.com/PyCQA/flake8 Flake8 is a wrapper around these tools: PyFlakes; pycodestyle; Ned Batchelder's McCabe script. linters 36 True PyCQA/flake8 https://github.com/PyCQA/flake8 MIT 2014-09-13 17:06:24.000 2021-05-25 18:59:18.000 2021-05-24 18:26:33.000 183.0 1239.0 1273.0 2021-03-14 23:32:11.000 3.9.0 79.0 155.0 conda-forge/flake8 flake8 36.0 1959.0 239937.0 168647.0 https://pypi.org/project/flake8 2021-05-08 19:52:32.000 71290.0 12029248.0 12070912.0 https://anaconda.org/conda-forge/flake8 2021-05-10 17:37:45.968 2458205.0 1.0
13 11 pipenv https://github.com/pypa/pipenv Python Development Workflow for Humans. virtual-envs 35 True pypa/pipenv https://github.com/pypa/pipenv MIT 2017-01-20 00:44:02.000 2021-05-10 00:37:04.000 2021-05-10 00:37:04.000 1601.0 2882.0 21926.0 2020-11-15 04:19:27.000 2020.11.15 297.0 383.0 conda-forge/pipenv pipenv 506.0 7056.0 21137.0 18863.0 https://pypi.org/project/pipenv 2020-11-15 04:19:27.000 2274.0 3173061.0 3175133.0 https://anaconda.org/conda-forge/pipenv 2020-11-15 06:15:51.831 39381.0 1.0 -1.0
14 12 mkdocs https://github.com/mkdocs/mkdocs Project documentation with Markdown. documentation 35 True mkdocs/mkdocs https://github.com/mkdocs/mkdocs BSD-2-Clause 2014-01-11 21:05:21.000 2021-05-26 20:42:46.000 2021-05-25 17:11:41.000 1708.0 1395.0 12209.0 2020-05-14 15:18:01.000 1.1.2 44.0 192.0 ['mkdocs'] conda-forge/mkdocs mkdocs 147.0 1533.0 18362.0 12420.0 https://pypi.org/project/mkdocs 2020-05-14 15:18:01.000 5942.0 565800.0 567980.0 https://anaconda.org/conda-forge/mkdocs 2020-06-01 13:16:37.068 133038.0 1.0
15 13 pyinstaller https://github.com/pyinstaller/pyinstaller Freeze (package) Python programs into stand-alone executables. packaging 34 True pyinstaller/pyinstaller https://github.com/pyinstaller/pyinstaller GPL-2.0 2011-11-23 11:05:56.000 2021-05-27 13:19:32.000 2021-05-26 19:41:45.000 1638.0 3796.0 8109.0 2021-04-17 05:02:21.000 4.3 28.0 399.0 conda-forge/pyinstaller pyinstaller 367.0 7773.0 17255.0 17255.0 https://pypi.org/project/pyinstaller 2021-04-17 04:46:48.000 0.0 576138.0 587681.0 https://anaconda.org/conda-forge/pyinstaller 2021-04-21 15:08:29.384 227972.0 1.0 700462.0 2.0
16 14 pip https://github.com/pypa/pip The Python package installer. dependency-managers 34 True pypa/pip https://github.com/pypa/pip MIT 2011-03-06 14:30:46.000 2021-05-27 13:12:21.000 2021-05-25 14:09:27.000 2244.0 4773.0 7168.0 2021-05-23 09:52:07.000 21.1.2 105.0 608.0 conda-forge/pip pip 978.0 69020.0 50354.0 https://pypi.org/project/pip 2021-05-23 09:52:07.000 18666.0 94513033.0 94864021.0 https://anaconda.org/conda-forge/pip 2021-05-23 11:54:56.735 20357339.0 1.0
17 15 robotframework https://github.com/robotframework/robotframework Generic automation framework for acceptance testing and RPA. testing 34 True robotframework/robotframework https://github.com/robotframework/robotframework Apache-2.0 2014-06-27 11:10:38.000 2021-05-27 13:14:06.000 2021-05-25 11:29:09.000 1689.0 3361.0 5918.0 2021-05-25 11:27:33.000 4.0.3 62.0 140.0 conda-forge/robotframework robotframework 203.0 12913.0 5202.0 3794.0 https://pypi.org/project/robotframework 2021-05-25 11:28:06.000 1408.0 705232.0 706445.0 https://anaconda.org/conda-forge/robotframework 2021-05-25 13:52:36.408 48301.0 1.0 505.0
18 16 pycodestyle https://github.com/PyCQA/pycodestyle Simple Python style checker in one Python file. linters 34 True PyCQA/pycodestyle https://github.com/PyCQA/pycodestyle Saxpath 2009-10-02 00:43:37.000 2021-05-26 09:46:52.000 2021-05-06 22:18:19.000 599.0 530.0 4312.0 2021-03-14 18:44:02.000 2.7.0 12.0 125.0 conda-forge/pycodestyle pycodestyle 113.0 1222.0 160705.0 139475.0 https://pypi.org/project/pycodestyle 2021-03-14 18:44:02.000 21230.0 16457343.0 16501329.0 https://anaconda.org/conda-forge/pycodestyle 2021-03-15 18:43:23.361 2595175.0 1.0
19 17 autopep8 https://github.com/hhatto/autopep8 A tool that automatically formats Python code to conform to the PEP 8 style guide. formatters 34 True hhatto/autopep8 https://github.com/hhatto/autopep8 MIT 2010-12-29 20:08:51.000 2021-04-30 08:34:16.877 2021-04-30 06:04:29.000 244.0 332.0 3775.0 2021-04-30 06:09:29.000 1.5.7 67.0 50.0 conda-forge/autopep8 autopep8 86.0 2702.0 86598.0 76414.0 https://pypi.org/project/autopep8 2021-04-30 06:04:42.000 10184.0 2042158.0 2049924.0 https://anaconda.org/conda-forge/autopep8 2021-04-30 08:34:16.877 458240.0 1.0
20 18 pylint https://github.com/PyCQA/pylint It's not just a linter that annoys you!. linters 34 True PyCQA/pylint https://github.com/PyCQA/pylint GPL-2.0 2015-12-09 05:40:02.000 2021-05-26 19:50:11.000 2021-05-26 11:13:37.000 699.0 2709.0 3363.0 2021-04-26 16:01:12.000 2.8.2 104.0 390.0 conda-forge/pylint pylint 705.0 5456.0 37734.0 https://pypi.org/project/pylint 2021-04-26 16:01:12.000 37734.0 9932259.0 9964952.0 https://anaconda.org/conda-forge/pylint 2021-03-03 00:06:43.039 1863503.0 1.0
21 19 setuptools https://github.com/pypa/setuptools Official project repository for the Setuptools build system. build-tools 34 True pypa/setuptools https://github.com/pypa/setuptools MIT 2016-03-29 14:02:33.000 2021-05-25 07:06:14.000 2021-05-23 02:11:33.000 728.0 1234.0 1358.0 2021-05-23 03:55:07.000 57.0.0 430.0 441.0 conda-forge/setuptools setuptools 538.0 160514.0 102584.0 https://pypi.org/project/setuptools 2021-05-23 03:54:57.000 57930.0 105502658.0 105878662.0 https://anaconda.org/conda-forge/setuptools 2021-01-08 05:42:17.824 21808178.0 1.0 107.0
22 20 rich https://github.com/willmcgugan/rich Rich is a Python library for rich text and beautiful formatting in the terminal. logging 33 True willmcgugan/rich https://github.com/willmcgugan/rich MIT 2019-11-10 15:28:09.000 2021-05-24 16:03:31.000 2021-05-21 10:00:53.000 778.0 445.0 26197.0 2021-05-19 16:16:58.000 10.2.2 126.0 91.0 conda-forge/rich rich 4.0 1952.0 4201.0 4201.0 https://pypi.org/project/rich 2021-05-19 16:16:00.000 0.0 1715537.0 1737586.0 https://anaconda.org/conda-forge/rich 2021-05-19 19:58:08.049 220491.0 1.0
23 21 black https://github.com/psf/black The uncompromising Python code formatter. formatters 33 True psf/black https://github.com/psf/black MIT 2018-03-14 19:54:45.000 2021-05-27 13:58:06.000 2021-05-27 13:58:06.000 1346.0 1155.0 21129.0 2021-05-10 15:10:43.000 21.5b1 28.0 248.0 conda-forge/black black 380.0 65451.0 59223.0 https://pypi.org/project/black 2021-05-10 15:11:11.000 6228.0 7569942.0 7614359.0 https://anaconda.org/conda-forge/black 2021-05-25 10:15:40.076 1579647.0 2.0 13997.0
24 22 mkdocs-material https://github.com/squidfunk/mkdocs-material A Material Design theme for MkDocs. documentation 33 True squidfunk/mkdocs-material https://github.com/squidfunk/mkdocs-material MIT 2016-01-28 22:09:23.000 2021-05-27 09:37:09.000 2021-05-27 09:36:08.000 1556.0 1023.0 6485.0 2021-05-19 09:03:55.000 7.1.5 199.0 115.0 ['mkdocs'] conda-forge/mkdocs-material mkdocs-material 10.0 3359.0 8183.0 6681.0 https://pypi.org/project/mkdocs-material 2021-05-19 09:03:55.000 1502.0 456771.0 458553.0 https://anaconda.org/conda-forge/mkdocs-material 2021-05-19 14:21:17.734 42787.0 1.0
25 23 hypothesis https://github.com/HypothesisWorks/hypothesis Hypothesis is a powerful, flexible, and easy to use library for property-based testing. testing 33 True HypothesisWorks/hypothesis https://github.com/HypothesisWorks/hypothesis MPL-2.0 2013-03-10 13:51:19.000 2021-05-27 14:41:50.301 2021-05-27 14:04:35.000 465.0 1049.0 5189.0 2021-05-27 13:16:32.000 hypothesis-python-6.13.7 843.0 248.0 conda-forge/hypothesis hypothesis 56.0 10761.0 11354.0 8738.0 https://pypi.org/project/hypothesis 2021-05-27 13:16:15.000 2616.0 1970127.0 2041573.0 https://anaconda.org/conda-forge/hypothesis 2021-05-27 14:41:50.301 4143897.0 1.0
26 24 isort https://github.com/PyCQA/isort A Python utility / library to sort imports. formatters 33 True PyCQA/isort https://github.com/PyCQA/isort MIT 2013-09-02 22:22:53.000 2021-05-26 07:54:28.000 2021-05-26 07:54:28.000 398.0 925.0 3910.0 2021-03-21 06:05:17.000 5.8.0 126.0 235.0 conda-forge/isort isort 29.0 197617.0 173399.0 https://pypi.org/project/isort 2020-12-31 01:15:41.000 24218.0 15121497.0 15154654.0 https://anaconda.org/conda-forge/isort 2021-03-21 08:22:11.429 1923117.0 2.0
27 25 sphinx_rtd_theme https://github.com/readthedocs/sphinx_rtd_theme Sphinx theme for readthedocs.org. documentation 33 True readthedocs/sphinx_rtd_theme https://github.com/readthedocs/sphinx_rtd_theme MIT 2013-10-17 17:10:49.000 2021-05-26 15:43:10.000 2021-05-01 01:50:03.000 1526.0 490.0 3700.0 2018-10-05 13:20:49.000 0.4.2 23.0 104.0 ['sphinx'] conda-forge/sphinx_rtd_theme sphinx_rtd_theme 166.0 1217.0 23490.0 16.0 https://pypi.org/project/sphinx_rtd_theme 2018-10-05 13:20:49.000 23474.0 2106791.0 2129895.0 https://anaconda.org/conda-forge/sphinx_rtd_theme 2021-04-06 20:57:24.009 1316948.0 1.0
28 26 poetry https://github.com/python-poetry/poetry Python dependency management and packaging made easy. dependency-managers 32 True python-poetry/poetry https://github.com/python-poetry/poetry MIT 2018-02-28 15:23:47.000 2021-05-26 16:40:01.000 2021-05-21 14:02:34.000 1210.0 1875.0 15163.0 2021-04-14 17:08:31.000 1.1.6 135.0 275.0 conda-forge/poetry poetry 1108.0 1799.0 64.0 https://pypi.org/project/poetry 2021-05-21 14:01:30.000 64.0 2208082.0 2386168.0 https://anaconda.org/conda-forge/poetry 2021-04-15 00:21:03.148 211865.0 2.0 6498949.0
29 27 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 17:56:53.000 2021-05-27 14:31:19.000 2021-05-26 09:26:02.000 1517.0 686.0 4617.0 2021-04-28 10:47:25.000 3.1.1 111.0 790.0 conda-forge/buildbot buildbot 639.0 21990.0 1140.0 248.0 https://pypi.org/project/buildbot 2021-04-28 11:01:30.000 892.0 57922.0 59895.0 https://anaconda.org/conda-forge/buildbot 2021-04-28 12:55:11.512 33541.0 1.0 15079.0 1.0
30 28 conda https://github.com/conda/conda OS-agnostic, system-level binary package manager and ecosystem. dependency-managers 32 True conda/conda https://github.com/conda/conda BSD-3-Clause 2012-10-15 22:08:03.000 2021-05-27 13:29:49.000 2021-05-26 17:31:24.000 1029.0 6018.0 4152.0 2021-04-15 16:31:48.000 4.10.1 100.0 355.0 conda-forge/conda conda 1987.0 15686.0 2104.0 https://pypi.org/project/conda 2017-04-22 23:38:35.000 2104.0 54454.0 375894.0 https://anaconda.org/conda-forge/conda 2021-04-21 16:07:33.360 18322112.0 2.0
31 29 virtualenv https://github.com/pypa/virtualenv Virtual Python Environment builder. virtual-envs 32 True pypa/virtualenv https://github.com/pypa/virtualenv MIT 2011-03-06 14:33:27.000 2021-05-24 21:48:38.685 2021-05-24 18:22:31.000 894.0 1075.0 3882.0 2021-05-24 18:15:38.000 20.4.7 162.0 171.0 conda-forge/virtualenv virtualenv 60.0 34422.0 https://pypi.org/project/virtualenv 2021-05-24 18:15:38.000 34422.0 18644381.0 18662114.0 https://anaconda.org/conda-forge/virtualenv 2021-05-24 21:48:38.685 886668.0 2.0
32 30 invoke https://github.com/pyinvoke/invoke Pythonic task management & command execution. build-tools 32 True pyinvoke/invoke https://github.com/pyinvoke/invoke BSD-2-Clause 2012-02-29 23:59:23.000 2021-05-17 09:01:01.000 2020-12-31 16:25:35.000 280.0 357.0 3283.0 2020-12-31 02:43:43.000 1.5.0 50.0 54.0 conda-forge/invoke invoke 303.0 3499.0 12390.0 7788.0 https://pypi.org/project/invoke 2020-12-31 02:43:43.000 4602.0 1429143.0 1434161.0 https://anaconda.org/conda-forge/invoke 2021-01-06 14:58:41.830 306127.0 1.0
33 31 bandit https://github.com/PyCQA/bandit Bandit is a tool designed to find common security issues in Python code. security 32 True PyCQA/bandit https://github.com/PyCQA/bandit Apache-2.0 2018-04-26 09:08:12.000 2021-05-21 22:59:19.000 2021-04-12 17:48:57.000 323.0 364.0 3246.0 2020-12-13 02:48:28.000 1.7.0 31.0 132.0 conda-forge/bandit bandit 166.0 1169.0 9073.0 6719.0 https://pypi.org/project/bandit 2020-12-13 02:48:28.000 2354.0 1460453.0 1463292.0 https://anaconda.org/conda-forge/bandit 2021-03-10 05:39:36.125 68135.0 1.0 46.0
34 32 freezegun https://github.com/spulec/freezegun Let your Python tests travel through time. testing 32 True spulec/freezegun https://github.com/spulec/freezegun Apache-2.0 2012-12-11 05:11:00.000 2021-05-07 15:53:29.000 2021-01-20 07:44:52.000 196.0 165.0 2889.0 2021-01-20 07:45:20.000 1.1.0 56.0 94.0 conda-forge/freezegun freezegun 67.0 521.0 16391.0 8039.0 https://pypi.org/project/freezegun 2021-01-20 07:45:20.000 8352.0 3644501.0 3648007.0 https://anaconda.org/conda-forge/freezegun 2021-01-20 09:23:22.014 217392.0 1.0
35 33 nose https://github.com/nose-devs/nose nose is nicer testing for python. testing 32 False nose-devs/nose https://github.com/nose-devs/nose LGPL-2.1+ 2011-12-13 19:36:32.000 2021-04-09 10:35:26.000 2016-03-04 01:16:26.000 358.0 461.0 1339.0 2015-06-02 09:12:36.000 1.3.7 14.0 95.0 conda-forge/nose nose 447.0 1004.0 195512.0 109038.0 https://pypi.org/project/nose 2015-06-02 09:12:36.000 86474.0 4237205.0 4266311.0 https://anaconda.org/conda-forge/nose 2020-10-11 16:52:20.277 1746419.0 1.0
36 34 twine https://github.com/pypa/twine Utilities for interacting with PyPI. build-tools 32 True pypa/twine https://github.com/pypa/twine Apache-2.0 2013-08-13 15:39:39.000 2021-05-26 01:51:06.000 2021-04-10 19:15:48.000 238.0 312.0 1122.0 2021-03-15 16:36:43.000 3.4.0 42.0 101.0 conda-forge/twine twine 42.0 952.0 57789.0 40285.0 https://pypi.org/project/twine 2021-03-15 16:36:43.000 17504.0 1844029.0 1848745.0 https://anaconda.org/conda-forge/twine 2021-03-17 03:54:06.297 268866.0 1.0
37 35 pyflakes https://github.com/PyCQA/pyflakes A simple program which checks Python source files for errors. linters 32 True PyCQA/pyflakes https://github.com/PyCQA/pyflakes MIT 2014-04-07 06:19:46.000 2021-05-22 03:34:08.000 2021-05-22 03:34:08.000 145.0 341.0 1026.0 2021-03-24 16:32:54.000 2.3.1 30.0 77.0 conda-forge/pyflakes pyflakes 80.0 512.0 115113.0 88615.0 https://pypi.org/project/pyflakes 2021-03-24 16:32:54.000 26498.0 12693343.0 12735497.0 https://anaconda.org/conda-forge/pyflakes 2021-03-24 22:10:26.104 2487105.0 1.0
38 36 pytest-cov https://github.com/pytest-dev/pytest-cov Coverage plugin for pytest. testing 32 True pytest-dev/pytest-cov https://github.com/pytest-dev/pytest-cov MIT 2014-04-17 20:01:12.000 2021-05-26 16:27:37.000 2021-05-14 11:37:02.000 143.0 192.0 1023.0 2021-05-14 11:32:50.000 2.12.0 41.0 64.0 ['pytest'] conda-forge/pytest-cov pytest-cov 101.0 806.0 130152.0 86758.0 https://pypi.org/project/pytest-cov 2021-05-14 11:32:50.000 43394.0 11166093.0 11211641.0 https://anaconda.org/conda-forge/pytest-cov 2021-05-14 21:28:13.405 2824025.0 1.0
39 37 sentry-sdk https://github.com/getsentry/sentry-python The new Python SDK for Sentry.io. logging 32 True getsentry/sentry-python https://github.com/getsentry/sentry-python BSD-2-Clause 2018-06-18 22:51:10.000 2021-05-24 06:42:57.000 2021-05-17 09:32:46.000 208.0 372.0 933.0 2021-05-06 17:24:17.000 1.1.0 128.0 94.0 conda-forge/sentry-sdk sentry-sdk 171.0 1236.0 12265.0 11279.0 https://pypi.org/project/sentry-sdk 2021-05-06 17:24:12.000 986.0 8724663.0 8727538.0 https://anaconda.org/conda-forge/sentry-sdk 2021-05-11 18:36:53.766 82083.0 2.0 4457.0
40 38 parso https://github.com/davidhalter/parso A Python Parser. linters 32 True davidhalter/parso https://github.com/davidhalter/parso MIT 2017-05-08 20:14:30.000 2021-05-25 05:54:20.000 2021-05-15 11:16:23.000 68.0 89.0 405.0 2021-03-30 20:43:51.000 0.8.2 25.0 40.0 conda-forge/parso parso 8.0 1082.0 138984.0 127620.0 https://pypi.org/project/parso 2021-03-30 20:43:51.000 11364.0 13264441.0 13362578.0 https://anaconda.org/conda-forge/parso 2021-03-31 00:05:02.064 4023630.0 1.0
41 39 wheel https://github.com/pypa/wheel The official binary distribution format for Python. build-tools 32 True pypa/wheel https://github.com/pypa/wheel MIT 2016-07-16 23:19:28.580 2021-05-23 18:58:51.000 2021-05-23 18:58:13.000 90.0 289.0 241.0 2020-12-13 18:09:07.000 0.36.2 64.0 61.0 conda-forge/wheel wheel 23.0 732.0 62544.0 https://pypi.org/project/wheel 2020-12-13 18:09:07.000 62544.0 73182327.0 73486222.0 https://anaconda.org/conda-forge/wheel 2020-12-13 19:48:16.429 17625929.0 1.0
42 40 loguru https://github.com/Delgan/loguru Python logging made (stupidly) simple. logging 31 True Delgan/loguru https://github.com/Delgan/loguru MIT 2017-08-15 17:22:32.000 2021-04-19 15:15:46.138 2021-03-19 22:08:53.000 403.0 356.0 8963.0 2020-09-20 07:56:32.000 0.5.3 17.0 29.0 conda-forge/loguru loguru 49.0 558.0 7545.0 7203.0 https://pypi.org/project/loguru 2020-09-20 07:54:28.000 342.0 1535356.0 1541781.0 https://anaconda.org/conda-forge/loguru 2021-04-19 15:15:46.138 173489.0 2.0
43 41 pre-commit https://github.com/pre-commit/pre-commit A framework for managing and maintaining multi-language pre-commit hooks. others 31 True pre-commit/pre-commit https://github.com/pre-commit/pre-commit MIT 2014-03-13 00:39:38.000 2021-05-27 13:32:23.502 2021-05-24 18:19:27.000 447.0 1105.0 5986.0 2021-05-21 21:08:51.000 2.13.0 160.0 121.0 conda-forge/pre-commit pre-commit 24.0 2015.0 2136.0 https://pypi.org/project/pre-commit 2021-05-21 21:05:09.000 2136.0 3220423.0 3246560.0 https://anaconda.org/conda-forge/pre-commit 2021-05-27 13:32:23.502 546144.0 1.0 5805.0
44 42 pip-tools https://github.com/jazzband/pip-tools A set of tools to keep your pinned Python dependencies fresh. dependency-managers 31 True jazzband/pip-tools https://github.com/jazzband/pip-tools BSD-3-Clause 2012-09-10 08:50:26.000 2021-05-27 13:49:01.000 2021-05-18 10:51:21.000 426.0 607.0 4983.0 2021-04-14 09:19:42.000 6.1.0 92.0 147.0 conda-forge/pip-tools pip-tools 122.0 1539.0 3252.0 https://pypi.org/project/pip-tools 2021-03-16 00:32:58.000 3252.0 1979762.0 1980590.0 https://anaconda.org/conda-forge/pip-tools 2021-04-14 11:47:58.017 10764.0 2.0
45 43 ipdb https://github.com/gotcha/ipdb Integration of IPython pdb. debugging 31 True gotcha/ipdb https://github.com/gotcha/ipdb BSD-3-Clause 2011-01-15 17:51:47.000 2021-05-26 11:14:06.000 2021-05-26 11:13:58.000 132.0 109.0 1416.0 2021-05-26 11:13:47.000 0.13.8 40.0 48.0 conda-forge/ipdb ipdb 51.0 348.0 43077.0 26179.0 https://pypi.org/project/ipdb 2021-05-26 11:13:47.000 16898.0 1599564.0 1602444.0 https://anaconda.org/conda-forge/ipdb 2021-04-19 03:20:52.710 167085.0 1.0
46 44 logbook https://github.com/getlogbook/logbook A cool logging replacement for Python. logging 31 False getlogbook/logbook https://github.com/getlogbook/logbook BSD-3-Clause 2010-07-22 10:13:12.000 2021-05-07 18:18:51.000 2019-10-16 17:48:40.000 157.0 125.0 1397.0 2019-01-16 20:35:25.000 1.4.3 41.0 76.0 conda-forge/logbook logbook 56.0 1194.0 4640.0 2576.0 https://pypi.org/project/logbook 2019-10-16 18:14:55.000 2064.0 480096.0 481673.0 https://anaconda.org/conda-forge/logbook 2021-01-11 05:40:29.145 40937.0 2.0 244.0
47 45 tabulate https://github.com/astanin/python-tabulate Pretty-print tabular data in Python, a library and a command-line utility. Repository migrated from.. logging 31 True astanin/python-tabulate https://github.com/astanin/python-tabulate MIT 2016-05-01 20:47:06.376 2021-05-16 09:57:59.000 2021-03-04 09:33:31.000 62.0 56.0 830.0 2021-02-22 07:34:12.000 0.8.9 25.0 67.0 conda-forge/tabulate tabulate 27.0 502.0 52177.0 44075.0 https://pypi.org/project/tabulate 2021-02-22 07:34:12.000 8102.0 16678817.0 16696222.0 https://anaconda.org/conda-forge/tabulate 2021-02-22 13:39:52.132 1044330.0 2.0
48 46 pytest-xdist https://github.com/pytest-dev/pytest-xdist pytest plugin for distributed testing and loop-on-failures testing modes. testing 31 True pytest-dev/pytest-xdist https://github.com/pytest-dev/pytest-xdist MIT 2015-09-01 18:51:45.000 2021-05-27 13:50:09.000 2021-05-17 19:34:49.000 146.0 228.0 705.0 2021-02-09 21:06:38.000 2.2.1 55.0 73.0 ['pytest'] conda-forge/pytest-xdist pytest-xdist 191.0 863.0 25587.0 18245.0 https://pypi.org/project/pytest-xdist 2021-02-09 21:06:38.000 7342.0 4306852.0 4330640.0 https://anaconda.org/conda-forge/pytest-xdist 2021-02-10 14:13:48.139 1379718.0 2.0
49 47 alabaster https://github.com/bitprophet/alabaster Lightweight, configurable Sphinx theme. Now the Sphinx default!. documentation 31 False bitprophet/alabaster https://github.com/bitprophet/alabaster BSD-3-Clause 2013-12-07 00:03:15.000 2021-04-28 00:08:02.000 2020-01-10 23:50:18.000 154.0 51.0 608.0 2018-10-03 01:39:17.000 0.7.12 24.0 28.0 ['sphinx'] conda-forge/alabaster alabaster 75.0 350.0 60573.0 45675.0 https://pypi.org/project/alabaster 2018-10-03 01:39:17.000 14898.0 3964753.0 4005281.0 https://anaconda.org/conda-forge/alabaster 2018-10-03 15:29:30.017 2350661.0 2.0
50 48 coveralls-python https://github.com/TheKevJames/coveralls-python Show coverage stats online via coveralls.io. testing 31 True coveralls-clients/coveralls-python https://github.com/TheKevJames/coveralls-python MIT 2013-02-06 20:48:39.000 2021-05-25 17:28:11.000 2021-05-25 17:28:10.000 174.0 132.0 457.0 2021-05-24 21:57:41.000 3.1.0 39.0 57.0 ['pytest'] coveralls 5.0 408.0 34629.0 17621.0 https://pypi.org/project/coveralls 2021-05-24 21:57:41.000 17008.0 541866.0 541866.0 2.0 TheKevJames/coveralls-python
51 49 packaging https://github.com/pypa/packaging Core utilities for Python packages. packaging 31 True pypa/packaging https://github.com/pypa/packaging BSD-2-Clause 2014-05-15 22:49:43.000 2021-05-19 19:05:47.000 2021-05-06 20:44:23.000 152.0 144.0 300.0 2021-01-29 20:27:31.000 20.9 35.0 69.0 conda-forge/packaging packaging 52.0 240034.0 210834.0 https://pypi.org/project/packaging 2021-01-29 20:24:35.000 29200.0 53740870.0 53867779.0 https://anaconda.org/conda-forge/packaging 2021-02-04 17:30:01.516 7487434.0 1.0 83.0
52 50 Glances https://github.com/nicolargo/glances Glances an Eye on your system. A top/htop alternative for GNU/Linux, BSD, Mac OS and Windows operating systems. profiling 30 True nicolargo/glances https://github.com/nicolargo/glances LGPL-3.0 2011-12-04 08:49:15.000 2021-05-27 08:50:09.000 2021-05-27 08:49:58.000 1186.0 1163.0 18436.0 2021-05-11 07:14:30.000 3.1.7 54.0 143.0 conda-forge/glances glances 200.0 3951.0 354.0 304.0 https://pypi.org/project/glances 2021-05-02 14:38:44.000 50.0 127155.0 129310.0 https://anaconda.org/conda-forge/glances 2021-02-07 19:32:17.197 133271.0 1.0 426.0
53 51 numpydoc https://github.com/numpy/numpydoc Numpy's Sphinx extensions. documentation 30 True numpy/numpydoc https://github.com/numpy/numpydoc BSD-3-Clause 2013-07-24 16:23:39.000 2021-05-24 23:17:20.000 2021-05-19 15:13:17.000 5540.0 94.0 17189.0 2020-07-01 21:59:00.000 1.1.0 13.0 65.0 ['sphinx'] conda-forge/numpydoc numpydoc 51.0 33070.0 25722.0 https://pypi.org/project/numpydoc 2020-07-01 21:59:00.000 7348.0 243080.0 257866.0 https://anaconda.org/conda-forge/numpydoc 2020-10-01 19:37:54.384 768922.0 2.0
54 52 yapf https://github.com/google/yapf A formatter for Python files. formatters 30 True google/yapf https://github.com/google/yapf Apache-2.0 2015-03-18 18:22:31.000 2021-05-04 19:59:56.000 2021-05-04 19:59:56.000 791.0 370.0 11743.0 2020-04-23 19:07:36.000 0.30.0 67.0 126.0 conda-forge/yapf yapf 313.0 23384.0 19978.0 https://pypi.org/project/yapf 2020-04-23 19:07:36.000 3406.0 1665020.0 1675962.0 https://anaconda.org/conda-forge/yapf 2021-04-19 00:01:27.357 645629.0 3.0
55 53 py-spy https://github.com/benfred/py-spy Sampling profiler for Python programs. profiling 30 True benfred/py-spy https://github.com/benfred/py-spy MIT 2018-08-01 02:22:15.000 2021-05-16 17:48:19.000 2021-05-16 17:21:31.000 248.0 142.0 6930.0 2021-05-16 17:48:19.000 0.3.7 30.0 25.0 py-spy 62.0 389.0 877.0 827.0 https://pypi.org/project/py-spy 2021-05-16 17:48:19.000 50.0 514512.0 514745.0 1.0 5144.0 1.0 py-spy
56 54 pyautogui https://github.com/asweigart/pyautogui A cross-platform GUI automation Python module for human beings. Used to programmatically control the mouse & keyboard. testing 30 True asweigart/pyautogui https://github.com/asweigart/pyautogui BSD-3-Clause 2014-07-17 23:30:38.000 2021-04-30 15:18:47.000 2021-04-18 05:05:11.000 694.0 167.0 5105.0 2020-10-06 22:15:19.000 0.9.52 49.0 50.0 conda-forge/pyautogui pyautogui 300.0 390.0 8538.0 7930.0 https://pypi.org/project/pyautogui 2020-10-06 22:15:19.000 608.0 455781.0 458676.0 https://anaconda.org/conda-forge/pyautogui 2020-10-13 12:17:23.308 121630.0 2.0
57 55 factory_boy https://github.com/FactoryBoy/factory_boy A test fixtures replacement for Python. testing 30 True FactoryBoy/factory_boy https://github.com/FactoryBoy/factory_boy MIT 2011-05-11 08:26:59.000 2021-05-27 13:16:46.000 2021-05-25 12:47:30.000 315.0 340.0 2505.0 2018-05-05 15:05:40.000 2.11.1 36.0 114.0 conda-forge/factory_boy factory_boy 138.0 877.0 4256.0 https://pypi.org/project/factory_boy 2018-05-05 15:05:40.000 4256.0 1662473.0 1663671.0 https://anaconda.org/conda-forge/factory_boy 2021-04-04 01:17:30.466 67093.0 2.0
58 56 pydocstyle https://github.com/PyCQA/pydocstyle docstring style checker. linters 30 True PyCQA/pydocstyle https://github.com/PyCQA/pydocstyle MIT 2012-01-31 17:18:23.000 2021-05-18 22:35:13.379 2021-05-17 20:39:45.000 146.0 194.0 774.0 2021-05-17 20:37:45.000 6.1.1 17.0 72.0 conda-forge/pydocstyle pydocstyle 73.0 710.0 20380.0 16460.0 https://pypi.org/project/pydocstyle 2021-05-17 20:37:45.000 3920.0 2145388.0 2151553.0 https://anaconda.org/conda-forge/pydocstyle 2021-05-18 22:35:13.379 357607.0 2.0 51.0
59 57 pytest-html https://github.com/pytest-dev/pytest-html Plugin for generating HTML reports for pytest results. testing 30 True pytest-dev/pytest-html https://github.com/pytest-dev/pytest-html MPL-2.0 2015-04-14 19:22:42.000 2021-05-11 22:04:17.000 2021-01-23 03:26:17.000 170.0 180.0 421.0 2020-12-13 15:24:58.000 3.1.1 44.0 43.0 ['pytest'] conda-forge/pytest-html pytest-html 81.0 376.0 11102.0 10118.0 https://pypi.org/project/pytest-html 2020-12-13 15:24:58.000 984.0 1753379.0 1756099.0 https://anaconda.org/conda-forge/pytest-html 2020-12-13 19:43:13.698 130590.0 2.0
60 58 typed_ast https://github.com/python/typed_ast Modified fork of CPython's ast module that parses `# type:` comments. ast 30 True python/typed_ast https://github.com/python/typed_ast Apache-2.0 2016-02-16 22:40:09.000 2021-04-12 00:18:06.000 2021-04-12 00:18:06.000 46.0 75.0 183.0 2020-12-30 23:17:52.000 1.4.2 29.0 21.0 typed_ast 6.0 173.0 10362.0 https://pypi.org/project/typed_ast 2021-04-11 23:57:40.000 10362.0 16982943.0 16982943.0 1.0
61 59 PySnooper https://github.com/cool-RR/PySnooper Never use print for debugging again. debugging 29 True cool-RR/PySnooper https://github.com/cool-RR/PySnooper MIT 2019-04-18 13:55:43.000 2021-05-20 07:26:20.000 2021-05-19 08:23:53.000 892.0 93.0 14435.0 2021-05-19 08:24:40.000 0.5.0 54.0 26.0 conda-forge/pysnooper pysnooper 18.0 299.0 448.0 402.0 https://pypi.org/project/pysnooper 2021-05-19 08:24:40.000 46.0 95445.0 96928.0 https://anaconda.org/conda-forge/pysnooper 2021-05-19 12:14:49.747 35614.0 1.0
62 60 pyre-check https://github.com/facebook/pyre-check Performant type-checking for python. linters 29 True facebook/pyre-check https://github.com/facebook/pyre-check MIT 2017-11-10 17:31:36.000 2021-05-27 13:48:57.000 2021-05-27 13:48:53.000 318.0 193.0 5389.0 2021-05-14 19:50:13.000 0.9.3 62.0 160.0 pyre-check 65.0 9201.0 46.0 https://pypi.org/project/pyre-check 2021-05-14 01:29:18.000 46.0 19754.0 19754.0 2.0
63 61 line_profiler https://github.com/pyutils/line_profiler Line-by-line profiling for Python. profiling 29 True pyutils/line_profiler https://github.com/pyutils/line_profiler BSD-3-Clause 2016-05-26 17:37:38.151 2021-05-24 16:18:09.000 2021-05-24 16:18:09.000 250.0 10.0 3521.0 2021-04-30 19:15:30.000 3.2.5 8.0 24.0 conda-forge/line_profiler line_profiler 31.0 160.0 692.0 https://pypi.org/project/line_profiler 2017-12-20 02:30:37.000 692.0 463079.0 466066.0 https://anaconda.org/conda-forge/line_profiler 2021-05-01 02:19:56.551 179230.0 2.0
64 62 pipreqs https://github.com/bndr/pipreqs pipreqs - Generate pip requirements.txt file based on imports of any project. Looking for maintainers to move this.. dependency-managers 29 True bndr/pipreqs https://github.com/bndr/pipreqs Apache-2.0 2015-04-22 16:38:14.000 2021-05-13 18:45:04.000 2021-05-05 05:08:31.000 225.0 88.0 3414.0 2019-11-14 11:06:56.000 0.4.10 38.0 50.0 conda-forge/pipreqs pipreqs 82.0 300.0 5800.0 5272.0 https://pypi.org/project/pipreqs 2019-11-14 11:00:54.000 528.0 103130.0 103504.0 https://anaconda.org/conda-forge/pipreqs 2019-11-14 14:53:43.131 20993.0 3.0
65 63 wemake-python-styleguide https://github.com/wemake-services/wemake-python-styleguide The strictest and most opinionated python linter ever!. linters 29 True wemake-services/wemake-python-styleguide https://github.com/wemake-services/wemake-python-styleguide MIT 2018-03-09 21:04:25.000 2021-05-27 07:29:31.000 2021-05-27 07:29:29.000 273.0 866.0 1482.0 2021-02-27 12:22:01.000 0.15.2 51.0 141.0 wemake-python-styleguide 83.0 1706.0 350.0 336.0 https://pypi.org/project/wemake-python-styleguide 2021-02-27 12:21:14.000 14.0 72588.0 72588.0 2.0
66 64 rope https://github.com/python-rope/rope a python refactoring library. refactoring 29 True python-rope/rope https://github.com/python-rope/rope LGPL-3.0 2013-11-30 15:30:20.000 2021-05-20 05:33:00.000 2021-05-20 05:32:18.000 122.0 116.0 1136.0 2020-10-07 16:08:59.000 0.18.0 19.0 63.0 conda-forge/rope rope 75.0 1881.0 31486.0 28554.0 https://pypi.org/project/rope 2020-10-07 16:08:59.000 2932.0 404970.0 415641.0 https://anaconda.org/conda-forge/rope 2021-04-19 19:56:13.091 522884.0 1.0
67 65 pytest-mock https://github.com/pytest-dev/pytest-mock Thin-wrapper around the mock package for easier use with pytest. testing 29 True pytest-dev/pytest-mock https://github.com/pytest-dev/pytest-mock MIT 2014-07-17 00:40:32.000 2021-05-18 12:01:18.000 2021-05-18 12:01:17.000 95.0 89.0 1066.0 2021-05-18 11:53:27.000 3.6.1 52.0 54.0 ['pytest'] conda-forge/pytest-mock pytest-mock 10.0 22516.0 16336.0 https://pypi.org/project/pytest-mock 2021-05-06 19:21:18.000 6180.0 4096064.0 4111929.0 https://anaconda.org/conda-forge/pytest-mock 2021-05-07 01:15:17.653 920205.0 2.0
68 66 pytest-asyncio https://github.com/pytest-dev/pytest-asyncio Pytest support for asyncio. testing 29 True pytest-dev/pytest-asyncio https://github.com/pytest-dev/pytest-asyncio Apache-2.0 2015-04-11 00:18:05.000 2021-05-21 06:41:07.000 2021-04-21 23:06:33.000 79.0 94.0 727.0 2021-04-21 23:04:29.000 0.15.1 20.0 26.0 ['pytest'] conda-forge/pytest-asyncio pytest-asyncio 65.0 169.0 14333.0 12305.0 https://pypi.org/project/pytest-asyncio 2021-04-21 23:04:29.000 2028.0 1641822.0 1650647.0 https://anaconda.org/conda-forge/pytest-asyncio 2021-05-21 05:59:51.013 423617.0 2.0
69 67 flake8-bugbear https://github.com/PyCQA/flake8-bugbear A plugin for Flake8 finding likely bugs and design problems in your program. Contains warnings that don't belong in.. linters 29 True PyCQA/flake8-bugbear https://github.com/PyCQA/flake8-bugbear MIT 2016-03-15 20:54:43.000 2021-04-03 17:18:13.000 2021-04-01 21:18:24.000 41.0 53.0 544.0 2021-04-01 21:21:59.000 21.4.3 34.0 37.0 ['flake8'] conda-forge/flake8-bugbear flake8-bugbear 36.0 163.0 4689.0 3649.0 https://pypi.org/project/flake8-bugbear 2021-04-01 21:21:59.000 1040.0 808824.0 822737.0 https://anaconda.org/conda-forge/flake8-bugbear 2021-04-02 22:23:40.112 292180.0 2.0
70 68 breathe https://github.com/michaeljones/breathe ReStructuredText and Sphinx bridge to Doxygen. documentation 29 True michaeljones/breathe https://github.com/michaeljones/breathe BSD-3-Clause 2009-02-03 18:52:25.000 2021-05-18 23:51:54.000 2021-05-18 23:33:51.000 138.0 338.0 533.0 2021-05-06 19:46:25.000 4.30.0 59.0 94.0 conda-forge/breathe breathe 98.0 1467.0 6553.0 4545.0 https://pypi.org/project/breathe 2021-05-06 19:45:36.000 2008.0 91407.0 94975.0 https://anaconda.org/conda-forge/breathe 2021-05-08 22:53:25.599 192671.0 2.0 65.0
71 69 prettytable https://github.com/jazzband/prettytable Display tabular data in a visually appealing ASCII table format. logging 29 False jazzband/prettytable https://github.com/jazzband/prettytable BSD-1-Clause 2016-01-15 02:39:17.000 2021-05-19 15:40:44.000 2021-04-17 17:19:27.000 71.0 31.0 459.0 2021-03-02 19:34:23.000 2.1.0 14.0 27.0 conda-forge/prettytable prettytable 18.0 309.0 16760.0 16760.0 https://pypi.org/project/prettytable 2021-03-02 19:34:23.000 0.0 3352847.0 3357422.0 https://anaconda.org/conda-forge/prettytable 2021-03-02 22:49:12.885 269941.0 2.0
72 70 mccabe https://github.com/PyCQA/mccabe McCabe complexity checker for Python. code-metrics 29 True PyCQA/mccabe https://github.com/PyCQA/mccabe Saxpath 2013-02-20 22:19:04.000 2021-04-02 23:49:37.000 2021-04-02 23:49:37.000 40.0 34.0 401.0 2017-01-26 22:13:14.000 0.6.1 11.0 21.0 conda-forge/mccabe mccabe 7.0 142.0 226469.0 195459.0 https://pypi.org/project/mccabe 2017-01-26 22:13:14.000 31010.0 17875408.0 17920487.0 https://anaconda.org/conda-forge/mccabe 2018-07-08 18:43:04.536 2659682.0 1.0
73 71 hacking https://github.com/openstack/hacking OpenStack Hacking Style Checks. Mirror of code maintained at opendev.org. linters 29 True openstack/hacking https://github.com/openstack/hacking Apache-2.0 2013-03-26 21:09:28.000 2021-05-03 07:19:25.000 2021-05-03 02:35:11.000 66.0 218.0 2021-04-21 10:37:50.000 4.1.0 37.0 179.0 ['flake8'] hacking 1049.0 8690.0 https://pypi.org/project/hacking 2021-04-21 10:37:50.000 8690.0 196216.0 196216.0 2.0
74 72 mimesis https://github.com/lk-geimfari/mimesis Mimesis is a high-performance fake data generator for Python, which provides data for a variety of purposes in a.. testing 28 True lk-geimfari/mimesis https://github.com/lk-geimfari/mimesis MIT 2016-09-09 21:41:22.000 2021-05-21 10:00:55.000 2021-04-30 07:22:02.000 274.0 280.0 3301.0 2020-12-21 11:12:37.000 4.1.3 30.0 106.0 mimesis 7.0 1958.0 84.0 https://pypi.org/project/mimesis 2020-12-21 11:12:37.000 84.0 109426.0 109428.0 2.0 157.0
75 73 pytype https://github.com/google/pytype A static type analyzer for Python code. linters 28 True google/pytype https://github.com/google/pytype Apache-2.0 2015-03-18 20:52:08.000 2021-05-25 21:44:30.000 2021-05-25 19:10:25.000 192.0 318.0 3282.0 2021-05-25 21:37:24.000 2021.5.25 102.0 61.0 conda-forge/pytype pytype 101.0 4310.0 88.0 https://pypi.org/project/pytype 2021-05-25 21:37:24.000 88.0 98799.0 102646.0 https://anaconda.org/conda-forge/pytype 2020-10-13 18:48:00.617 46170.0 2.0
76 74 structlog https://github.com/hynek/structlog Structured Logging for Python. logging 28 True hynek/structlog https://github.com/hynek/structlog MIT 2013-08-13 15:55:58.000 2021-05-19 09:43:09.000 2021-05-19 09:43:09.000 137.0 150.0 1499.0 2021-02-18 16:17:00.000 21.1.0 23.0 72.0 conda-forge/structlog structlog 33.0 4443.0 3237.0 https://pypi.org/project/structlog 2021-02-18 16:06:29.000 1206.0 2095630.0 2097498.0 https://anaconda.org/conda-forge/structlog 2021-02-22 14:39:08.894 108392.0 2.0
77 75 pyelftools https://github.com/eliben/pyelftools Parsing ELF and DWARF in Python. debugging 28 True eliben/pyelftools https://github.com/eliben/pyelftools Unlicense 2013-06-08 22:55:54.000 2021-05-27 13:38:35.000 2021-05-27 13:38:35.000 390.0 112.0 1225.0 8.0 75.0 conda-forge/pyelftools pyelftools 54.0 571.0 3024.0 2140.0 https://pypi.org/project/pyelftools 2020-10-27 13:45:19.000 884.0 669037.0 670081.0 https://anaconda.org/conda-forge/pyelftools 2020-10-27 16:16:13.901 64769.0 2.0
78 76 radon https://github.com/rubik/radon Various code metrics for Python code. code-metrics 28 True rubik/radon https://github.com/rubik/radon MIT 2012-09-20 18:58:58.000 2021-05-23 07:40:10.000 2021-05-23 07:39:42.000 94.0 134.0 1219.0 2021-05-09 14:36:02.000 4.5.1 50.0 46.0 conda-forge/radon radon 20.0 514.0 2862.0 1764.0 https://pypi.org/project/radon 2021-05-23 07:40:10.000 1098.0 389164.0 389846.0 https://anaconda.org/conda-forge/radon 2020-09-18 20:13:31.841 29340.0 2.0
79 77 scons https://github.com/SCons/scons SCons - a software construction tool. build-tools 28 True SCons/scons https://github.com/SCons/scons MIT 2017-03-23 22:12:34.579 2021-05-24 23:11:49.000 2021-05-17 00:52:19.000 210.0 2640.0 1149.0 2021-01-19 22:02:05.000 4.1.0 14.0 133.0 conda-forge/scons scons 664.0 7140.0 50.0 https://pypi.org/project/scons 2019-12-17 02:49:51.000 50.0 163384.0 167175.0 https://anaconda.org/conda-forge/scons 2021-01-20 08:05:53.549 188928.0 2.0 352.0
80 78 safety https://github.com/pyupio/safety Safety checks your installed dependencies for known security vulnerabilities. security 28 True pyupio/safety https://github.com/pyupio/safety MIT 2016-10-19 13:22:56.000 2021-05-14 19:37:10.000 2021-04-28 19:57:23.000 85.0 68.0 1024.0 2021-01-15 19:34:46.000 1.10.3 38.0 35.0 conda-forge/safety safety 44.0 372.0 2444.0 1900.0 https://pypi.org/project/safety 2021-01-15 19:34:46.000 544.0 580684.0 584729.0 https://anaconda.org/conda-forge/safety 2021-01-15 20:54:00.958 17919.0 2.0 46196.0
81 79 python-json-logger https://github.com/madzak/python-json-logger Json Formatter for the standard python logger. logging 28 True madzak/python-json-logger https://github.com/madzak/python-json-logger BSD-2-Clause 2011-12-27 05:12:26.000 2021-04-18 19:41:32.000 2020-10-12 16:12:03.000 142.0 45.0 974.0 2020-10-12 16:26:53.000 2.0.1 19.0 43.0 conda-forge/python-json-logger python-json-logger 18.0 179.0 16022.0 15104.0 https://pypi.org/project/python-json-logger 2020-10-12 16:26:53.000 918.0 3075120.0 3088607.0 https://anaconda.org/conda-forge/python-json-logger 2020-10-12 23:31:31.855 660892.0 2.0
82 80 progressbar2 https://github.com/WoLpH/python-progressbar Progressbar 2 - A progress bar for Python 2 and Python 3 - pip install progressbar2. logging 28 True WoLpH/python-progressbar https://github.com/WoLpH/python-progressbar BSD-3-Clause 2012-02-20 06:19:21.000 2021-03-15 00:40:40.000 2021-03-15 00:40:40.000 91.0 179.0 692.0 2020-09-09 13:36:59.000 3.53.1 94.0 38.0 conda-forge/progressbar2 progressbar2 9.0 867.0 11452.0 9256.0 https://pypi.org/project/progressbar2 2020-09-09 13:28:47.000 2196.0 1040408.0 1045496.0 https://anaconda.org/conda-forge/progressbar2 2020-09-09 14:31:33.844 278012.0 2.0 1571.0
83 81 colorlog https://github.com/borntyping/python-colorlog A colored formatter for the python logging module. logging 28 True borntyping/python-colorlog https://github.com/borntyping/python-colorlog MIT 2012-09-05 17:57:21.000 2021-05-27 09:29:03.000 2021-05-27 09:28:52.000 72.0 62.0 689.0 2021-04-13 13:51:48.000 5.0.1 58.0 29.0 conda-forge/colorlog colorlog 2.0 13558.0 9892.0 https://pypi.org/project/colorlog 2021-05-27 09:18:43.000 3666.0 4690189.0 4696085.0 https://anaconda.org/conda-forge/colorlog 2021-04-14 16:26:06.310 359678.0 2.0
84 82 nose2 https://github.com/nose-devs/nose2 The successor to nose, based on unittest2. testing 28 True nose-devs/nose2 https://github.com/nose-devs/nose2 BSD-3-Clause 2011-12-14 15:33:15.000 2021-03-10 16:59:07.000 2021-03-10 16:59:06.000 131.0 196.0 679.0 2021-01-27 21:57:28.000 0.10.0 26.0 71.0 conda-forge/nose2 nose2 55.0 990.0 5686.0 3748.0 https://pypi.org/project/nose2 2021-01-27 21:57:28.000 1938.0 343924.0 344775.0 https://anaconda.org/conda-forge/nose2 2020-02-02 06:02:02.004 30654.0 2.0
85 83 astor https://github.com/berkerpeksag/astor Python AST read/write. ast 28 True berkerpeksag/astor https://github.com/berkerpeksag/astor BSD-3-Clause 2012-09-19 23:02:51.000 2021-03-15 17:27:04.000 2021-03-15 17:27:04.000 81.0 72.0 581.0 2019-12-10 01:50:33.000 0.8.1 14.0 31.0 conda-forge/astor astor 35.0 261.0 3756.0 https://pypi.org/project/astor 2019-12-10 01:50:33.000 3756.0 3669777.0 3693267.0 https://anaconda.org/conda-forge/astor 2020-07-01 13:36:26.971 1151057.0 2.0
86 84 buildout https://github.com/buildout/buildout Buildout is a deployment automation tool written in and extended with Python. build-tools 28 False buildout/buildout https://github.com/buildout/buildout ZPL-2.1 2012-03-25 21:47:18.000 2021-05-11 11:55:36.000 2021-03-29 11:37:20.000 170.0 203.0 511.0 2021-03-08 07:25:44.000 2.13.4 103.0 89.0 zc.buildout 138.0 1616.0 1974.0 https://pypi.org/project/zc.buildout 2021-03-09 08:12:12.000 1974.0 98453.0 98453.0 2.0
87 85 pylint-django https://github.com/PyCQA/pylint-django Pylint plugin for improving code analysis for when using Django. linters 28 True PyCQA/pylint-django https://github.com/PyCQA/pylint-django GPL-2.0 2013-10-01 06:35:15.000 2021-04-26 10:10:55.000 2021-04-26 10:09:38.000 99.0 149.0 464.0 2021-04-09 06:40:49.000 2.4.3 49.0 58.0 ['pylint'] conda-forge/pylint-django pylint-django 24.0 547.0 15726.0 13480.0 https://pypi.org/project/pylint-django 2021-04-09 06:39:56.000 2246.0 624359.0 625743.0 https://anaconda.org/conda-forge/pylint-django 2021-01-12 09:07:20.984 78426.0 2.0 180.0
88 86 ddt https://github.com/datadriventests/ddt Data-Driven Tests for Python Unittest. testing 28 True datadriventests/ddt https://github.com/datadriventests/ddt MIT 2012-02-11 22:57:10.000 2021-03-12 20:36:06.000 2021-03-12 20:34:54.000 96.0 30.0 384.0 2021-03-12 20:36:06.000 1.4.2 26.0 34.0 conda-forge/ddt ddt 17.0 211.0 6027.0 3543.0 https://pypi.org/project/ddt 2020-05-15 02:43:35.000 2484.0 280240.0 281415.0 https://anaconda.org/conda-forge/ddt 2020-05-15 03:17:11.932 58793.0 2.0
89 87 astunparse https://github.com/simonpercivall/astunparse An AST unparser for Python. ast 28 False simonpercivall/astunparse https://github.com/simonpercivall/astunparse BSD-3-Clause 2014-03-31 15:34:54.000 2021-05-13 16:10:26.000 2019-12-22 18:11:19.000 39.0 21.0 160.0 2019-12-22 18:12:11.000 1.6.3 11.0 10.0 conda-forge/astunparse astunparse 18.0 86.0 20054.0 19872.0 https://pypi.org/project/astunparse 2019-12-22 18:12:11.000 182.0 4382270.0 4387871.0 https://anaconda.org/conda-forge/astunparse 2021-01-15 07:40:29.426 263293.0 2.0
90 88 Nuitka https://github.com/Nuitka/Nuitka Nuitka is a Python compiler written in Python. It's fully compatible with Python 2.6, 2.7, 3.3, 3.4, 3.5, 3.6, 3.7,.. packaging 27 True Nuitka/Nuitka https://github.com/Nuitka/Nuitka Apache-2.0 2013-04-23 15:40:33.000 2021-05-27 10:51:04.000 2021-05-25 09:35:56.000 286.0 723.0 4205.0 2021-04-15 16:56:28.000 0.6.14 150.0 94.0 conda-forge/nuitka nuitka 197.0 7743.0 54.0 https://pypi.org/project/nuitka 2021-05-24 14:17:03.000 54.0 22013.0 26558.0 https://anaconda.org/conda-forge/nuitka 2021-05-24 21:35:45.068 277273.0 2.0
91 89 coala https://github.com/coala/coala coala provides a unified command-line interface for linting and fixing all your code, regardless of the programming.. linters 27 True coala/coala https://github.com/coala/coala AGPL-3.0 2014-05-15 11:35:34.000 2021-05-16 15:51:22.000 2021-05-16 15:13:58.000 1356.0 2371.0 3191.0 2017-05-30 10:07:57.000 0.11.1 730.0 482.0 coala-bears 846.0 4486.0 218.0 10.0 https://pypi.org/project/coala-bears 2017-11-10 21:04:50.000 208.0 1995.0 1996.0 2.0 135.0
92 90 memory-profiler https://github.com/pythonprofilers/memory_profiler Monitor Memory usage of Python code. profiling 27 True pythonprofilers/memory_profiler https://github.com/pythonprofilers/memory_profiler BSD-3-Clause 2011-10-14 11:56:14.000 2021-04-19 19:16:50.000 2021-04-19 19:16:50.000 309.0 99.0 2918.0 2018-08-16 03:16:49.000 0.54.0 52.0 87.0 memory_profiler 88.0 636.0 534.0 https://pypi.org/project/memory_profiler 2018-08-16 03:16:49.000 534.0 315419.0 315419.0 2.0
93 91 pyinstrument https://github.com/joerick/pyinstrument Call stack profiler for Python. Shows you why your code is slow!. profiling 27 True joerick/pyinstrument https://github.com/joerick/pyinstrument BSD-3-Clause 2014-03-13 17:53:13.000 2021-05-03 13:06:12.737 2021-05-03 09:03:51.000 105.0 60.0 2771.0 2021-05-03 09:06:06.000 3.4.2 29.0 27.0 conda-forge/pyinstrument pyinstrument 19.0 470.0 399.0 263.0 https://pypi.org/project/pyinstrument 2021-05-03 09:06:06.000 136.0 153723.0 154979.0 https://anaconda.org/conda-forge/pyinstrument 2021-05-03 13:06:12.737 70372.0 2.0
94 92 pudb https://github.com/inducer/pudb Full-screen console debugger for Python. debugging 27 True inducer/pudb https://github.com/inducer/pudb MIT 2011-05-13 23:44:30.000 2021-05-26 22:57:23.000 2021-05-26 22:57:22.000 176.0 132.0 2106.0 2017-09-02 18:52:28.000 2017.1.4 69.0 76.0 conda-forge/pudb pudb 139.0 3772.0 2346.0 https://pypi.org/project/pudb 2021-05-08 20:11:53.000 1426.0 674883.0 676608.0 https://anaconda.org/conda-forge/pudb 2020-04-15 19:25:06.154 100061.0 2.0
95 93 vulture https://github.com/jendrikseipp/vulture Find dead Python code. refactoring 27 True jendrikseipp/vulture https://github.com/jendrikseipp/vulture MIT 2016-08-11 15:39:58.647 2021-05-20 11:30:32.000 2021-04-29 20:36:37.000 77.0 132.0 1671.0 2021-01-16 17:51:40.000 2.3 42.0 28.0 conda-forge/vulture vulture 13.0 679.0 1286.0 926.0 https://pypi.org/project/vulture 2021-01-16 17:49:50.000 360.0 135516.0 136277.0 https://anaconda.org/conda-forge/vulture 2020-08-11 23:14:02.062 43409.0 2.0
96 94 Diamond https://github.com/python-diamond/Diamond Diamond is a python daemon that collects system metrics and publishes them to Graphite (and others). It is capable of.. profiling 27 False python-diamond/Diamond https://github.com/python-diamond/Diamond MIT 2013-10-11 23:32:13.000 2021-04-29 21:15:40.000 2018-03-15 16:54:31.000 592.0 129.0 1614.0 2016-11-25 22:13:29.000 4.0.515 36.0 342.0 diamond 226.0 3219.0 91.0 60.0 https://pypi.org/project/diamond 2016-11-25 22:13:29.000 31.0 34859.0 34859.0 2.0
97 95 flit https://github.com/takluyver/flit Simplified packaging of Python modules. build-tools 27 True takluyver/flit https://github.com/takluyver/flit BSD-3-Clause 2015-03-13 21:22:27.000 2021-05-01 00:36:07.000 2021-04-02 14:17:07.000 70.0 160.0 1422.0 2021-03-01 15:37:10.000 3.1.0 39.0 42.0 conda-forge/flit flit 83.0 895.0 226.0 https://pypi.org/project/flit 2021-03-01 15:37:10.000 226.0 98296.0 99900.0 https://anaconda.org/conda-forge/flit 2021-03-22 11:34:50.479 81817.0 3.0
98 96 doit https://github.com/pydoit/doit task management & automation tool. build-tools 27 True pydoit/doit https://github.com/pydoit/doit MIT 2014-02-14 22:21:23.000 2021-05-17 18:10:20.000 2021-05-14 03:29:39.000 124.0 191.0 1021.0 2020-09-04 06:38:01.000 0.33.1 43.0 56.0 conda-forge/doit doit 65.0 1366.0 1168.0 702.0 https://pypi.org/project/doit 2020-09-04 06:38:01.000 466.0 209479.0 210806.0 https://anaconda.org/conda-forge/doit 2020-10-11 16:47:23.103 54434.0 3.0
99 97 pytest-benchmark https://github.com/ionelmc/pytest-benchmark py.test fixture for benchmarking code. testing 27 True ionelmc/pytest-benchmark https://github.com/ionelmc/pytest-benchmark BSD-2-Clause 2014-10-10 10:55:33.000 2021-04-29 19:23:45.000 2021-04-17 19:47:14.000 78.0 77.0 762.0 2021-04-17 19:47:26.000 3.4.1 41.0 32.0 ['pytest'] conda-forge/pytest-benchmark pytest-benchmark 71.0 984.0 2528.0 1798.0 https://pypi.org/project/pytest-benchmark 2021-04-17 19:47:26.000 730.0 320006.0 329136.0 https://anaconda.org/conda-forge/pytest-benchmark 2021-04-18 21:19:04.860 566109.0 3.0
100 98 pytest-sugar https://github.com/Teemu/pytest-sugar a plugin for py.test that changes the default look and feel of py.test (e.g. progressbar, show tests that fail.. testing 27 True Teemu/pytest-sugar https://github.com/Teemu/pytest-sugar BSD-3-Clause 2013-06-25 21:09:27.000 2020-10-24 19:01:48.000 2020-10-24 18:04:51.000 51.0 68.0 709.0 2020-07-06 18:40:33.000 0.9.4 25.0 36.0 ['pytest'] conda-forge/pytest-sugar pytest-sugar 35.0 344.0 11906.0 7326.0 https://pypi.org/project/pytest-sugar 2020-07-06 18:40:33.000 4580.0 493423.0 495605.0 https://anaconda.org/conda-forge/pytest-sugar 2020-09-18 13:41:24.029 98224.0 3.0
101 99 pep8-naming https://github.com/PyCQA/pep8-naming Naming Convention checker for Python. linters 27 False PyCQA/pep8-naming https://github.com/PyCQA/pep8-naming Saxpath 2013-02-09 18:32:52.000 2021-05-01 15:45:56.000 2021-05-01 15:45:56.000 49.0 64.0 299.0 2020-06-16 23:48:52.000 0.11.1 21.0 27.0 conda-forge/pep8-naming pep8-naming 13.0 224.0 9452.0 6424.0 https://pypi.org/project/pep8-naming 2020-06-16 23:48:52.000 3028.0 978103.0 981078.0 https://anaconda.org/conda-forge/pep8-naming 2020-07-01 03:49:33.929 187457.0 2.0
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 06:57:52.000 2021-05-26 23:29:58.000 2021-05-26 23:29:58.000 2040.0 1226.0 23519.0 2021-05-23 17:03:23.000 2.0.0 42.0 323.0 pyenv 125.0 2582.0 1.0 https://pypi.org/project/pyenv 2019-01-12 14:49:22.000 1.0 6792.0 6792.0 2.0
103 101 sqlmap https://github.com/sqlmapproject/sqlmap Automatic SQL injection and database takeover tool. security 26 True sqlmapproject/sqlmap https://github.com/sqlmapproject/sqlmap GPL-3.0 2012-06-26 09:52:15.000 2021-05-27 10:29:59.000 2021-05-27 10:29:40.000 4300.0 4271.0 20196.0 2021-03-03 22:08:16.000 1.5.3 67.0 106.0 sqlmap 47.0 9774.0 8.0 https://pypi.org/project/sqlmap 2021-05-01 09:40:03.000 8.0 8015.0 8015.0 2.0
104 102 playwright-python https://github.com/microsoft/playwright-python Python version of the Playwright testing and automation library. testing 26 True microsoft/playwright-python https://github.com/microsoft/playwright-python Apache-2.0 2020-07-01 15:28:13.000 2021-05-26 12:36:29.000 2021-05-26 12:36:29.000 389.0 325.0 4557.0 2021-05-20 21:04:39.000 1.11.2 52.0 20.0 playwright 15.0 363.0 216.0 216.0 https://pypi.org/project/playwright 2021-05-20 21:04:39.000 0.0 58223.0 58223.0 3.0
105 103 pex https://github.com/pantsbuild/pex A library and tool for generating .pex (Python EXecutable) files. packaging 26 True pantsbuild/pex https://github.com/pantsbuild/pex Apache-2.0 2014-07-21 17:06:12.000 2021-05-10 20:48:20.000 2021-05-08 18:59:22.000 194.0 553.0 1884.0 2021-04-29 23:00:08.000 2.1.42 131.0 99.0 pex 133.0 230.0 https://pypi.org/project/pex 2021-04-29 23:00:51.000 230.0 129271.0 134927.0 2.0 305429.0
106 104 prospector https://github.com/PyCQA/prospector Inspects Python source files and provides information about type and location of classes, methods etc. code-metrics 26 True PyCQA/prospector https://github.com/PyCQA/prospector GPL-2.0 2013-08-05 07:26:30.000 2021-05-24 17:20:46.000 2020-10-21 22:30:57.000 123.0 211.0 1426.0 2020-10-21 22:32:26.000 1.3.1 91.0 67.0 conda-forge/prospector prospector 51.0 1051.0 3382.0 2244.0 https://pypi.org/project/prospector 2020-10-21 22:31:43.000 1138.0 362784.0 363204.0 https://anaconda.org/conda-forge/prospector 2020-11-18 00:26:14.628 23980.0 2.0
107 105 pybuilder https://github.com/pybuilder/pybuilder Software build automation tool for Python. build-tools 26 True pybuilder/pybuilder https://github.com/pybuilder/pybuilder Apache-2.0 2012-07-23 11:38:06.000 2021-05-10 09:29:30.000 2020-10-18 16:56:10.000 234.0 389.0 1299.0 2020-10-06 16:13:40.000 0.12.10 617.0 35.0 pybuilder 87.0 1284.0 110.0 https://pypi.org/project/pybuilder 2021-05-07 22:11:38.000 110.0 19617.0 19617.0 3.0
108 106 pytest-bdd https://github.com/pytest-dev/pytest-bdd BDD library for the py.test runner. testing 26 True pytest-dev/pytest-bdd https://github.com/pytest-dev/pytest-bdd MIT 2013-03-29 07:27:43.000 2021-05-27 11:43:32.000 2021-04-29 11:51:53.000 131.0 128.0 820.0 2020-12-07 12:41:15.000 4.0.2 89.0 40.0 ['pytest'] conda-forge/pytest-bdd pytest-bdd 102.0 658.0 268.0 https://pypi.org/project/pytest-bdd 2020-12-07 12:41:15.000 268.0 184095.0 185229.0 https://anaconda.org/conda-forge/pytest-bdd 2020-02-03 16:53:59.114 27218.0 3.0
109 107 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 26 True pympler/pympler https://github.com/pympler/pympler Apache-2.0 2012-10-04 23:35:16.000 2021-05-25 14:39:54.000 2020-10-15 19:16:49.000 67.0 46.0 770.0 2016-03-31 11:48:42.000 0.4.3 15.0 26.0 conda-forge/pympler pympler 32.0 443.0 478.0 https://pypi.org/project/pympler 2020-10-14 20:27:50.000 478.0 439144.0 442462.0 https://anaconda.org/conda-forge/pympler 2020-10-14 22:08:39.935 165948.0 3.0
110 108 pdbpp https://github.com/pdbpp/pdbpp pdb++, a drop-in replacement for pdb (the Python debugger). debugging 26 True pdbpp/pdbpp https://github.com/pdbpp/pdbpp BSD-3-Clause 2017-06-11 13:42:16.000 2021-05-12 20:31:02.000 2021-04-30 20:58:34.000 41.0 108.0 740.0 2019-10-04 12:04:09.000 0.10.2 25.0 39.0 conda-forge/pdbpp pdbpp 56.0 685.0 3081.0 2053.0 https://pypi.org/project/pdbpp 2019-10-04 12:04:09.000 1028.0 345373.0 346638.0 https://anaconda.org/conda-forge/pdbpp 2019-05-07 20:32:36.208 56962.0 2.0
111 109 green https://github.com/CleanCut/green Green is a clean, colorful, fast python test runner. testing 26 True CleanCut/green https://github.com/CleanCut/green MIT 2014-04-01 20:08:18.000 2021-04-28 04:27:10.000 2021-04-28 04:25:32.000 74.0 160.0 698.0 2021-04-28 04:27:10.000 3.2.6 140.0 37.0 conda-forge/green green 4.0 1041.0 938.0 580.0 https://pypi.org/project/green 2021-04-28 04:27:10.000 358.0 17107.0 18873.0 https://anaconda.org/conda-forge/green 2020-11-12 18:09:27.157 77730.0 3.0
112 110 Yappi https://github.com/sumerc/yappi Yet Another Python Profiler, but this time thread&coroutine&greenlet aware. profiling 26 True sumerc/yappi https://github.com/sumerc/yappi MIT 2009-10-07 20:46:30.000 2021-03-23 08:19:22.000 2021-03-23 08:19:22.000 44.0 32.0 641.0 2020-11-27 15:28:40.000 1.3.2 17.0 22.0 conda-forge/yappi yappi 12.0 639.0 1051.0 411.0 https://pypi.org/project/yappi 2020-11-27 15:28:40.000 640.0 147905.0 149550.0 https://anaconda.org/conda-forge/yappi 2020-11-28 16:22:51.992 77359.0 3.0
113 111 setuptools_scm https://github.com/pypa/setuptools_scm the blessed package to manage your versions by scm tags. build-tools 26 True pypa/setuptools_scm https://github.com/pypa/setuptools_scm MIT 2015-07-01 17:57:56.000 2021-05-24 17:35:10.000 2021-05-24 17:35:10.000 135.0 260.0 461.0 2020-12-13 22:17:40.000 5.0.1 47.0 84.0 conda-forge/setuptools_scm setuptools_scm 70.0 694.0 https://pypi.org/project/setuptools_scm 2018-08-09 06:35:57.000 694.0 12904581.0 12915081.0 https://anaconda.org/conda-forge/setuptools_scm 2021-03-17 16:05:30.451 651043.0 3.0
114 112 python-coloredlogs https://github.com/xolox/python-coloredlogs Colored terminal output for Python's logging module. logging 26 True xolox/python-coloredlogs https://github.com/xolox/python-coloredlogs MIT 2013-05-30 18:57:12.000 2020-12-10 13:10:51.000 2020-12-10 13:09:55.000 36.0 49.0 415.0 2018-04-29 22:06:15.000 9.3.1 62.0 16.0 coloredlogs 23.0 271.0 9862.0 7766.0 https://pypi.org/project/coloredlogs 2020-12-10 13:10:51.000 2096.0 1632535.0 1632535.0 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 03:40:17.000 2021-05-26 15:10:21.374 2020-12-27 17:36:40.000 44.0 33.0 387.0 2019-08-04 15:14:24.000 1.3.1 36.0 17.0 conda-forge/autoflake autoflake 33.0 439.0 2786.0 2206.0 https://pypi.org/project/autoflake 2019-08-04 15:14:24.000 580.0 947320.0 951843.0 https://anaconda.org/conda-forge/autoflake 2021-05-26 15:10:21.374 113076.0 2.0
116 114 sphinx-autodoc-typehints https://github.com/agronholm/sphinx-autodoc-typehints Type hints support for the Sphinx autodoc extension. documentation 26 True agronholm/sphinx-autodoc-typehints https://github.com/agronholm/sphinx-autodoc-typehints MIT 2015-09-21 20:41:41.000 2021-05-20 18:56:40.000 2021-04-15 00:19:06.000 65.0 70.0 341.0 2020-10-12 20:37:53.000 1.11.1 28.0 29.0 ['sphinx'] conda-forge/sphinx-autodoc-typehints sphinx-autodoc-typehints 44.0 174.0 1380.0 https://pypi.org/project/sphinx-autodoc-typehints 2020-10-12 20:37:53.000 1380.0 335044.0 339202.0 https://anaconda.org/conda-forge/sphinx-autodoc-typehints 2021-04-15 04:06:00.666 174652.0 2.0
117 115 darglint https://github.com/terrencepreilly/darglint A python documentation linter which checks that the docstring description matches the definition. linters 26 True terrencepreilly/darglint https://github.com/terrencepreilly/darglint MIT 2017-09-25 14:11:21.000 2021-04-20 18:35:00.000 2021-04-04 23:02:21.000 24.0 91.0 310.0 2021-02-22 05:24:56.000 1.7.0 47.0 21.0 conda-forge/darglint darglint 37.0 495.0 437.0 417.0 https://pypi.org/project/darglint 2021-02-22 05:24:56.000 20.0 174494.0 175105.0 https://anaconda.org/conda-forge/darglint 2021-04-05 00:44:14.308 12234.0 2.0
118 116 pytest-mypy https://github.com/dbader/pytest-mypy Mypy static type checker plugin for Pytest. testing 26 True dbader/pytest-mypy https://github.com/dbader/pytest-mypy MIT 2016-09-29 14:39:23.000 2021-03-21 15:51:09.000 2021-03-21 15:48:31.000 31.0 34.0 188.0 2021-03-21 15:51:09.000 0.8.1 17.0 15.0 ['pytest'] conda-forge/pytest-mypy pytest-mypy 9.0 216.0 1326.0 1060.0 https://pypi.org/project/pytest-mypy 2021-03-21 15:51:09.000 266.0 301660.0 302282.0 https://anaconda.org/conda-forge/pytest-mypy 2020-11-24 14:50:18.057 9341.0 3.0
119 117 gast https://github.com/serge-sans-paille/gast Python AST that abstracts the underlying Python version. ast 26 True serge-sans-paille/gast https://github.com/serge-sans-paille/gast BSD-3-Clause 2016-07-18 10:39:07.000 2021-01-20 06:24:52.000 2020-11-26 20:24:53.000 22.0 21.0 108.0 2020-08-07 21:45:21.000 0.4.0 16.0 10.0 conda-forge/gast gast 4.0 80.0 59796.0 56408.0 https://pypi.org/project/gast 2020-08-07 21:45:21.000 3388.0 8328218.0 8358723.0 https://anaconda.org/conda-forge/gast 2020-08-07 22:36:47.303 1098210.0 3.0
120 118 gdbgui https://github.com/cs01/gdbgui Browser-based frontend to gdb (gnu debugger). Add breakpoints, view the stack, visualize data structures, and more in.. debugging 25 True cs01/gdbgui https://github.com/cs01/gdbgui GPL-3.0 2016-10-27 03:19:25.000 2021-05-24 23:57:37.000 2020-12-21 02:51:39.000 473.0 159.0 7969.0 2021-05-20 07:34:40.000 0.13.2.2 91.0 35.0 gdbgui 114.0 420.0 91.0 89.0 https://pypi.org/project/gdbgui 2021-05-20 07:33:03.000 2.0 82850.0 83215.0 3.0 3652.0
121 119 pyright https://github.com/microsoft/pyright Static type checker for Python. linters 25 True Microsoft/pyright https://github.com/microsoft/pyright MIT 2019-03-12 03:38:46.000 2021-05-26 22:09:17.000 2021-05-26 22:03:25.000 331.0 1565.0 6759.0 2021-05-26 22:09:18.000 1.1.144 228.0 55.0 10.0 81.0 77.0 83712.0 2.0 -3.0 pyright https://www.npmjs.com/package/pyright 2021-05-26 22:05:30.912 4.0 83712.0
122 120 mamba https://github.com/mamba-org/mamba The Fast Cross-Platform Package Manager. dependency-managers 25 True mamba-org/mamba https://github.com/mamba-org/mamba BSD-3-Clause 2019-03-05 13:05:10.000 2021-05-26 19:34:32.000 2021-05-26 19:34:31.000 89.0 311.0 1617.0 71.0 50.0 conda-forge/mamba 138.0 1282.0 318.0 318.0 32021.0 https://anaconda.org/conda-forge/mamba 2021-05-12 22:31:43.620 832557.0 3.0
123 121 pyarmor https://github.com/dashingsoft/pyarmor A tool used to obfuscate python scripts, bind obfuscated scripts to fixed machine or expire obfuscated scripts. security 25 False dashingsoft/pyarmor https://github.com/dashingsoft/pyarmor SGI-B-2.0 2017-08-26 04:11:53.000 2021-05-25 13:46:49.000 2021-05-25 13:46:38.000 133.0 491.0 954.0 2021-05-20 01:00:52.000 6.7.1 221.0 14.0 pyarmor 9.0 3098.0 213.0 203.0 https://pypi.org/project/pyarmor 2021-05-20 00:58:12.000 10.0 88652.0 88652.0 3.0 18.0
124 122 pylama https://github.com/klen/pylama Code audit tool for python. linters 25 False klen/pylama https://github.com/klen/pylama LGPL-3.0 2012-08-17 10:10:10.000 2021-04-25 06:43:44.000 2019-04-10 18:20:19.000 77.0 53.0 779.0 2019-04-10 18:20:47.000 7.7.1 99.0 41.0 pylama 72.0 689.0 3393.0 2389.0 https://pypi.org/project/pylama 2019-04-10 18:20:47.000 1004.0 91119.0 91119.0 2.0
125 123 typeguard https://github.com/agronholm/typeguard Run-time type checker for Python. debugging 25 True agronholm/typeguard https://github.com/agronholm/typeguard MIT 2015-12-27 23:15:37.000 2021-05-26 09:48:39.000 2021-04-01 17:47:35.000 57.0 113.0 642.0 2021-04-01 18:09:22.000 2.12.0 40.0 17.0 conda-forge/typeguard typeguard 35.0 235.0 158.0 https://pypi.org/project/typeguard 2021-04-01 18:09:22.000 158.0 3029909.0 3031330.0 https://anaconda.org/conda-forge/typeguard 2021-04-01 19:27:48.947 39802.0 3.0
126 124 asv https://github.com/airspeed-velocity/asv Airspeed Velocity: A simple Python benchmarking tool with web-based reporting. testing 25 True airspeed-velocity/asv https://github.com/airspeed-velocity/asv BSD-3-Clause 2013-11-07 20:43:31.000 2021-03-25 19:51:14.000 2021-03-25 19:51:14.000 129.0 300.0 588.0 2020-05-16 12:35:26.000 0.4.2 16.0 53.0 conda-forge/asv asv 111.0 1889.0 243.0 155.0 https://pypi.org/project/asv 2020-05-16 12:33:41.000 88.0 14545.0 23098.0 https://anaconda.org/conda-forge/asv 2021-02-16 18:17:19.627 444769.0 3.0
127 125 sphinx-bootstrap-theme https://github.com/ryan-roemer/sphinx-bootstrap-theme Sphinx Bootstrap Theme. documentation 25 False ryan-roemer/sphinx-bootstrap-theme https://github.com/ryan-roemer/sphinx-bootstrap-theme MIT 2011-12-07 14:53:00.000 2021-01-13 12:56:13.000 2019-09-25 19:17:09.000 203.0 78.0 576.0 2019-03-29 17:57:28.000 0.7.1 56.0 37.0 ['sphinx'] sphinx-bootstrap-theme 57.0 393.0 2986.0 2010.0 https://pypi.org/project/sphinx-bootstrap-theme 2019-03-29 17:57:28.000 976.0 41194.0 41194.0 2.0
128 126 PyHamcrest https://github.com/hamcrest/PyHamcrest Hamcrest matchers for Python. testing 25 True hamcrest/PyHamcrest https://github.com/hamcrest/PyHamcrest BSD-3-Clause 2010-12-24 02:55:56.000 2021-03-12 17:18:45.000 2021-03-08 10:35:21.000 81.0 48.0 546.0 2020-03-02 14:42:32.000 2.0.2 22.0 34.0 conda-forge/pyhamcrest pyhamcrest 10.0 3392.0 https://pypi.org/project/pyhamcrest 2020-03-02 14:42:32.000 3392.0 1013707.0 1019646.0 https://anaconda.org/conda-forge/pyhamcrest 2020-03-02 15:36:14.195 356366.0 3.0
129 127 paver https://github.com/paver/paver Python-based project scripting. build-tools 25 True paver/paver https://github.com/paver/paver BSD-3-Clause 2010-11-11 09:43:52.000 2021-04-30 11:53:47.000 2021-04-30 11:53:35.000 76.0 92.0 441.0 2017-12-31 01:13:41.000 1.3.4 28.0 44.0 conda-forge/paver paver 37.0 533.0 1908.0 https://pypi.org/project/paver 2017-12-31 01:13:41.000 1908.0 37622.0 38023.0 https://anaconda.org/conda-forge/paver 2018-07-24 12:48:36.122 21672.0 3.0
130 128 sphinx-autobuild https://github.com/executablebooks/sphinx-autobuild Watch a Sphinx directory and rebuild the documentation when a change is detected. Also includes a livereload enabled.. documentation 25 True executablebooks/sphinx-autobuild https://github.com/executablebooks/sphinx-autobuild MIT 2013-12-25 17:09:56.000 2021-05-12 13:27:08.000 2021-03-14 13:43:08.000 48.0 44.0 329.0 2021-03-14 13:46:47.000 2021.3.14 15.0 17.0 ['sphinx'] conda-forge/sphinx-autobuild sphinx-autobuild 12.0 4682.0 https://pypi.org/project/sphinx-autobuild 2021-03-14 13:46:47.000 4682.0 160593.0 161723.0 https://anaconda.org/conda-forge/sphinx-autobuild 2021-03-14 17:15:24.297 55374.0 2.0
131 129 flake8-import-order https://github.com/PyCQA/flake8-import-order Flake8 plugin that checks import order against various Python Style Guides. linters 25 True PyCQA/flake8-import-order https://github.com/PyCQA/flake8-import-order LGPL-3.0 2014-03-16 12:46:09.000 2021-03-12 04:22:24.000 2020-08-04 12:21:12.000 61.0 85.0 238.0 2019-03-04 08:39:11.000 0.18.1 34.0 40.0 ['flake8'] conda-forge/flake8-import-order flake8-import-order 11.0 274.0 1892.0 https://pypi.org/project/flake8-import-order 2019-03-04 08:39:11.000 1892.0 393014.0 396517.0 https://anaconda.org/conda-forge/flake8-import-order 2019-03-06 03:48:48.199 189187.0 2.0
132 130 check-manifest https://github.com/mgedmin/check-manifest Tool to check the completeness of MANIFEST.in for Python packages. linters 25 True mgedmin/check-manifest https://github.com/mgedmin/check-manifest MIT 2013-03-05 15:27:20.000 2021-04-22 19:51:35.000 2021-04-22 19:51:21.000 30.0 70.0 229.0 40.0 19.0 conda-forge/check-manifest check-manifest 15.0 520.0 6968.0 5164.0 https://pypi.org/project/check-manifest 2021-01-04 14:37:14.000 1804.0 194756.0 195699.0 https://anaconda.org/conda-forge/check-manifest 2021-01-04 16:36:49.618 27373.0 2.0
133 131 flake8-quotes https://github.com/zheller/flake8-quotes Flake8 extension for checking quotes in python. linters 25 True zheller/flake8-quotes https://github.com/zheller/flake8-quotes MIT 2014-03-10 00:05:08.000 2020-06-06 07:55:44.000 2020-05-12 23:46:18.000 33.0 39.0 127.0 2020-05-12 23:46:28.000 3.2.0 37.0 28.0 ['flake8'] conda-forge/flake8-quotes flake8-quotes 3.0 99.0 4523.0 3119.0 https://pypi.org/project/flake8-quotes 2020-05-12 23:46:28.000 1404.0 639594.0 649628.0 https://anaconda.org/conda-forge/flake8-quotes 2020-05-13 00:39:59.431 561911.0 2.0
134 132 Scalene https://github.com/plasma-umass/scalene Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python. profiling 24 True emeryberger/scalene https://github.com/plasma-umass/scalene Apache-2.0 2019-12-17 20:56:28.000 2021-05-27 14:12:32.000 2021-05-27 01:56:39.000 141.0 83.0 3991.0 2021-05-14 13:56:43.000 1.3.4 105.0 19.0 scalene 21.0 1471.0 43.0 43.0 https://pypi.org/project/scalene 2021-05-15 18:35:59.000 0.0 4424.0 4424.0 3.0 plasma-umass/scalene
135 133 alive-progress https://github.com/rsalmei/alive-progress A new kind of Progress Bar, with real time throughput, eta and very cool animations!. logging 24 True rsalmei/alive-progress https://github.com/rsalmei/alive-progress MIT 2019-08-05 05:54:30.000 2021-05-18 05:55:23.000 2021-01-08 01:36:09.000 94.0 46.0 2409.0 2021-01-08 01:37:28.000 1.6.2 19.0 1.0 conda-forge/alive-progress alive-progress 22.0 246.0 305.0 305.0 https://pypi.org/project/alive-progress 2021-01-08 01:37:28.000 0.0 12278.0 12767.0 https://anaconda.org/conda-forge/alive-progress 2021-01-08 03:33:35.990 7349.0 3.0
136 134 pytest-testinfra https://github.com/pytest-dev/pytest-testinfra Testinfra test your infrastructures. testing 24 True pytest-dev/pytest-testinfra https://github.com/pytest-dev/pytest-testinfra Apache-2.0 2015-03-15 20:49:52.000 2021-05-11 09:19:47.000 2021-05-11 09:19:47.000 272.0 196.0 1900.0 2021-04-18 09:46:10.000 6.3.0 4.0 103.0 ['pytest'] pytest-testinfra 111.0 661.0 0.0 https://pypi.org/project/pytest-testinfra 2021-03-18 20:54:27.000 0.0 97400.0 97400.0 3.0
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 10:20:18.000 2021-05-10 19:26:12.000 2020-12-30 22:21:45.000 72.0 53.0 1870.0 2019-10-05 13:00:41.000 1.2.1 26.0 14.0 notifiers 38.0 377.0 140.0 134.0 https://pypi.org/project/notifiers 2019-10-05 13:00:41.000 6.0 284613.0 284613.0 3.0
138 136 dephell https://github.com/dephell/dephell Python project management. Manage packages: convert between formats, lock, install, resolve, isolate, test, build.. dependency-managers 24 True dephell/dephell https://github.com/dephell/dephell MIT 2018-08-31 17:39:18.000 2021-01-11 21:31:40.000 2021-01-11 21:31:39.000 98.0 161.0 1713.0 2020-04-28 06:31:17.000 .0.8.3 30.0 37.0 dephell 100.0 2145.0 198.0 190.0 https://pypi.org/project/dephell 2020-04-28 06:29:24.000 8.0 19338.0 19343.0 3.0 126.0
139 137 uiautomator https://github.com/xiaocong/uiautomator Python wrapper of Android uiautomator test tool. testing 24 True xiaocong/uiautomator https://github.com/xiaocong/uiautomator MIT 2013-08-18 03:38:50.000 2020-12-29 05:34:09.000 2020-11-16 01:36:32.000 589.0 115.0 1675.0 2020-11-16 03:43:07.000 1.0.2 41.0 13.0 uiautomator 171.0 316.0 308.0 186.0 https://pypi.org/project/uiautomator 2020-11-16 03:43:07.000 122.0 9976.0 9976.0 3.0
140 138 pytest-watch https://github.com/joeyespo/pytest-watch Local continuous test runner with pytest and watchdog. testing 24 False joeyespo/pytest-watch https://github.com/joeyespo/pytest-watch MIT 2015-01-12 02:08:20.000 2021-01-29 17:57:16.000 2019-06-15 20:36:43.000 48.0 41.0 566.0 2018-05-20 19:52:16.000 4.2.0 17.0 16.0 ['pytest'] conda-forge/pytest-watch pytest-watch 39.0 183.0 2936.0 2154.0 https://pypi.org/project/pytest-watch 2018-05-20 19:52:16.000 782.0 226754.0 227795.0 https://anaconda.org/conda-forge/pytest-watch 2021-01-18 20:02:36.906 41641.0 3.0
141 139 nox https://github.com/theacodes/nox Flexible test automation for Python. testing 24 True theacodes/nox https://github.com/theacodes/nox Apache-2.0 2016-02-24 04:02:58.000 2021-05-27 14:55:19.000 2021-05-27 14:55:19.000 90.0 175.0 549.0 2021-01-01 01:16:23.000 2020.12.31 18.0 57.0 ['pytest'] conda-forge/nox nox 50.0 603.0 547.0 https://pypi.org/project/nox 2021-01-01 01:16:23.000 56.0 311253.0 312152.0 https://anaconda.org/conda-forge/nox 2021-01-06 20:13:32.270 27877.0 3.0
142 140 pytest-testmon https://github.com/tarpas/pytest-testmon Selects tests affected by changed files. Continous test runner when used with pytest-watch. testing 24 True tarpas/pytest-testmon https://github.com/tarpas/pytest-testmon AGPL-3.0 2015-02-02 14:21:10.000 2021-04-30 14:52:41.000 2021-04-30 14:52:24.000 28.0 82.0 477.0 2021-04-28 12:52:09.000 1.1.1 35.0 16.0 ['pytest'] conda-forge/pytest-testmon pytest-testmon 28.0 280.0 399.0 301.0 https://pypi.org/project/pytest-testmon 2021-04-28 12:47:25.000 98.0 87104.0 87868.0 https://anaconda.org/conda-forge/pytest-testmon 2019-08-03 00:17:17.063 29822.0 3.0
143 141 Mamba Test Runner https://github.com/nestorsalceda/mamba The definitive testing tool for Python. Born under the banner of Behavior Driven Development (BDD). testing 24 True nestorsalceda/mamba https://github.com/nestorsalceda/mamba MIT 2013-03-12 18:53:42.000 2021-03-29 16:44:43.000 2020-11-16 12:31:58.000 63.0 52.0 465.0 2020-11-16 12:36:24.000 0.11.2 21.0 22.0 mamba 45.0 468.0 220.0 https://pypi.org/project/mamba 2020-11-16 12:35:41.000 220.0 18499.0 18499.0 3.0
144 142 mypy-protobuf https://github.com/dropbox/mypy-protobuf open source tools to generate mypy stubs from protobufs. linters 24 True dropbox/mypy-protobuf https://github.com/dropbox/mypy-protobuf Apache-2.0 2017-12-11 21:55:05.000 2021-03-31 05:13:31.000 2021-02-25 22:40:31.000 54.0 59.0 353.0 29.0 27.0 mypy-protobuf 12.0 252.0 246.0 222.0 https://pypi.org/project/mypy-protobuf 2021-02-04 23:42:23.000 24.0 408966.0 408966.0 3.0 -1.0
145 143 pytest-randomly https://github.com/pytest-dev/pytest-randomly Pytest plugin to randomly order tests and control random.seed. testing 24 True pytest-dev/pytest-randomly https://github.com/pytest-dev/pytest-randomly MIT 2016-04-08 15:48:10.000 2021-05-22 11:30:48.000 2021-05-22 11:30:47.000 22.0 34.0 316.0 2021-05-10 11:00:33.000 3.8.0 23.0 15.0 pytest-randomly 7.0 214.0 https://pypi.org/project/pytest-randomly 2021-05-10 11:00:33.000 214.0 590986.0 590986.0 3.0
146 144 py2exe https://github.com/py2exe/py2exe A distutils extension to create standalone Windows programs from Python code. packaging 24 True py2exe/py2exe https://github.com/py2exe/py2exe MIT 2019-03-11 13:16:35.000 2021-05-20 20:15:33.000 2021-04-24 12:57:17.000 34.0 68.0 230.0 2021-04-24 13:10:04.000 0.10.4.0 10.0 14.0 py2exe 5.0 965.0 1481.0 1135.0 https://pypi.org/project/py2exe 2021-04-24 13:15:25.000 346.0 30787.0 31143.0 2.0 9280.0
147 145 docformatter https://github.com/myint/docformatter Formats docstrings to follow PEP 257. formatters 24 True myint/docformatter https://github.com/myint/docformatter MIT 2012-05-26 21:40:48.000 2021-04-15 20:42:40.000 2020-12-27 18:10:35.000 31.0 22.0 213.0 2019-11-10 16:23:03.000 1.3.1 48.0 15.0 docformatter 27.0 441.0 711.0 601.0 https://pypi.org/project/docformatter 2020-12-27 18:11:12.000 110.0 64254.0 64254.0 3.0
148 146 py2app https://github.com/ronaldoussoren/py2app py2app is a Python setuptools command which will allow you to make standalone Mac OS X application bundles and plugins.. packaging 24 True ronaldoussoren/py2app https://github.com/ronaldoussoren/py2app MIT 2020-01-14 11:27:41.000 2021-05-14 20:21:54.000 2021-04-06 08:23:10.000 8.0 196.0 128.0 2021-04-06 08:27:25.000 0.24 39.0 24.0 py2app 149.0 598.0 5317.0 3675.0 https://pypi.org/project/py2app 2021-04-06 08:25:30.000 1642.0 14719.0 14719.0 2.0
149 147 asteval https://github.com/newville/asteval minimalistic evaluator of python expression using ast module. ast 24 True newville/asteval https://github.com/newville/asteval MIT 2012-03-31 22:10:33.000 2021-05-19 04:10:46.000 2021-05-19 04:10:36.000 28.0 42.0 121.0 2021-02-26 19:45:01.000 0.9.23 23.0 17.0 conda-forge/asteval asteval 5.0 393.0 791.0 553.0 https://pypi.org/project/asteval 2021-02-26 19:45:01.000 238.0 122444.0 124726.0 https://anaconda.org/conda-forge/asteval 2021-02-27 14:24:12.922 125545.0 3.0
150 148 flake8-isort https://github.com/gforcada/flake8-isort flake8 plugin that integrates isort. linters 24 True gforcada/flake8-isort https://github.com/gforcada/flake8-isort GPL-2.0 2015-09-12 19:25:34.000 2021-04-21 08:08:03.000 2020-08-11 08:04:26.000 35.0 37.0 108.0 2020-08-11 08:04:21.000 4.0.0 31.0 28.0 ['flake8'] conda-forge/flake8-isort flake8-isort 9.0 257.0 3743.0 2815.0 https://pypi.org/project/flake8-isort 2020-08-11 08:04:21.000 928.0 430672.0 431277.0 https://anaconda.org/conda-forge/flake8-isort 2020-08-11 09:43:27.627 11500.0 3.0
151 149 xdoctest https://github.com/Erotemic/xdoctest A rewrite of Python's builtin doctest module (with pytest plugin integration) but without all the weirdness. testing 24 True Erotemic/xdoctest https://github.com/Erotemic/xdoctest Apache-2.0 2017-09-24 01:59:02.000 2021-05-27 01:54:16.000 2021-02-19 04:28:57.000 5.0 16.0 95.0 2021-01-29 16:18:48.000 0.15.4 56.0 5.0 xdoctest 16.0 585.0 1047.0 995.0 https://pypi.org/project/xdoctest 2021-01-29 16:18:48.000 52.0 79538.0 79538.0 3.0 conda-forge/xdoctest
152 150 Bpytop https://github.com/aristocratos/bpytop Linux/OSX/FreeBSD resource monitor. profiling 23 True aristocratos/bpytop https://github.com/aristocratos/bpytop Apache-2.0 2020-07-01 17:41:25.000 2021-05-24 22:37:37.000 2021-05-02 10:13:40.000 254.0 198.0 6560.0 2021-05-02 08:59:00.000 1.0.65 50.0 28.0 bpytop 38.0 382.0 https://pypi.org/project/bpytop 2021-05-02 08:59:00.000 10868.0 10868.0 3.0
153 151 better-exceptions https://github.com/Qix-/better-exceptions Pretty and useful exceptions in Python, automatically. logging 23 True Qix-/better-exceptions https://github.com/Qix-/better-exceptions MIT 2017-03-12 11:23:04.000 2021-01-29 16:48:55.000 2021-01-29 16:48:11.000 195.0 41.0 3931.0 2021-01-29 16:48:55.000 0.3.3 16.0 14.0 better-exceptions 29.0 97.0 74.0 https://pypi.org/project/better-exceptions 2021-01-29 16:48:55.000 74.0 34665.0 34665.0 3.0
154 152 pipx https://github.com/pypa/pipx Install and Run Python Applications in Isolated Environments. dependency-managers 23 True pipxproject/pipx https://github.com/pypa/pipx MIT 2018-10-06 18:47:46.000 2021-05-27 09:36:27.000 2021-05-27 09:36:27.000 158.0 319.0 3604.0 2021-04-29 08:09:23.000 0.16.2.1 44.0 56.0 pipx 67.0 457.0 4.0 https://pypi.org/project/pipx 2021-04-29 08:21:41.000 4.0 54527.0 54527.0 3.0 pypa/pipx
155 153 rebound https://github.com/shobrook/rebound Command-line tool that instantly fetches Stack Overflow results when an exception is thrown. logging 23 True shobrook/rebound https://github.com/shobrook/rebound MIT 2017-05-29 17:11:25.872 2021-04-22 04:53:12.032 2021-01-04 03:14:37.000 331.0 38.0 3556.0 2021-04-21 01:48:52.000 3.17.0 165.0 16.0 conda-forge/rebound rebound 20.0 166.0 33.0 19.0 https://pypi.org/project/rebound 2021-04-21 01:48:52.000 14.0 1500.0 4082.0 https://anaconda.org/conda-forge/rebound 2021-04-22 04:53:12.032 123791.0 3.0 165.0
156 154 MonkeyType https://github.com/Instagram/MonkeyType A system for Python that generates static type annotations by collecting runtime types. refactoring 23 True Instagram/MonkeyType https://github.com/Instagram/MonkeyType BSD-3-Clause 2017-07-11 00:19:00.000 2021-05-24 15:55:07.000 2021-05-24 15:55:07.000 126.0 105.0 3371.0 2021-05-21 22:24:36.000 21.5.0 21.0 36.0 conda-forge/monkeytype monkeytype 37.0 153.0 119.0 https://pypi.org/project/monkeytype 2021-05-21 22:24:36.000 34.0 46633.0 47430.0 https://anaconda.org/conda-forge/monkeytype 2021-05-22 12:13:35.937 31903.0 2.0 -1.0
157 155 Bowler https://github.com/facebookincubator/Bowler Safe code refactoring for modern Python. refactoring 23 True facebookincubator/Bowler https://github.com/facebookincubator/Bowler MIT 2018-06-07 21:44:17.000 2021-03-01 11:41:45.000 2021-02-21 23:09:11.000 85.0 34.0 1292.0 2020-09-17 01:55:39.000 0.9.0 8.0 26.0 conda-forge/bowler bowler 46.0 182.0 10.0 https://pypi.org/project/bowler 2020-09-17 01:55:39.000 10.0 50262.0 50581.0 https://anaconda.org/conda-forge/bowler 2019-06-12 18:37:14.246 9577.0 2.0
158 156 stackprinter https://github.com/cknd/stackprinter Debugging-friendly exceptions for Python. logging 23 True cknd/stackprinter https://github.com/cknd/stackprinter MIT 2018-09-05 10:58:47.000 2021-03-18 20:44:50.000 2021-01-01 18:48:26.000 31.0 13.0 1134.0 2020-10-31 13:10:42.000 0.2.5 14.0 6.0 stackprinter 9.0 159.0 58.0 54.0 https://pypi.org/project/stackprinter 2020-10-31 13:06:59.000 4.0 50222.0 50222.0 3.0 -1.0
159 157 pyupgrade https://github.com/asottile/pyupgrade A tool (and pre-commit hook) to automatically upgrade syntax for newer versions of the language. refactoring 23 True asottile/pyupgrade https://github.com/asottile/pyupgrade MIT 2017-02-28 17:50:31.000 2021-05-26 16:28:49.000 2021-05-25 02:35:17.000 65.0 167.0 975.0 2021-05-25 02:35:37.000 2.18.3 97.0 18.0 conda-forge/pyupgrade pyupgrade 16.0 675.0 10.0 https://pypi.org/project/pyupgrade 2021-05-25 02:35:37.000 10.0 141309.0 148829.0 https://anaconda.org/conda-forge/pyupgrade 2021-05-25 04:47:54.624 210576.0 2.0
160 158 pdoc https://github.com/mitmproxy/pdoc API Documentation for Python Projects. documentation 23 True mitmproxy/pdoc https://github.com/mitmproxy/pdoc Unlicense 2013-08-04 21:12:50.000 2021-05-22 12:05:34.000 2021-05-21 15:57:57.000 105.0 157.0 911.0 2021-05-21 16:03:12.000 7.0.1 62.0 29.0 pdoc 3.0 603.0 315.0 https://pypi.org/project/pdoc 2021-05-21 16:03:12.000 288.0 51440.0 51440.0 3.0
161 159 pycco https://github.com/pycco-docs/pycco Literate-style documentation generator. documentation 23 False pycco-docs/pycco https://github.com/pycco-docs/pycco MIT 2010-06-29 07:02:31.000 2021-03-29 17:53:40.000 2019-12-20 19:59:49.000 132.0 28.0 745.0 2018-07-25 01:42:48.000 0.6.0 11.0 36.0 pycco 27.0 222.0 444.0 220.0 https://pypi.org/project/pycco 2018-07-25 01:42:48.000 224.0 2999.0 2999.0 3.0
162 160 redbaron https://github.com/PyCQA/redbaron Bottom-up approach to refactoring in python. refactoring 23 False pycqa/redbaron https://github.com/PyCQA/redbaron LGPL-3.0+ 2014-03-23 05:34:39.000 2020-12-13 18:51:56.000 2019-08-11 17:42:44.000 66.0 46.0 578.0 2019-03-17 19:03:54.000 0.9.2 15.0 34.0 redbaron 59.0 1669.0 459.0 287.0 https://pypi.org/project/redbaron 2019-03-17 18:59:01.000 172.0 37121.0 37121.0 2.0
163 161 flake8-comprehensions https://github.com/adamchainz/flake8-comprehensions A flake8 plugin to help you write better list/set/dict comprehensions. linters 23 True adamchainz/flake8-comprehensions https://github.com/adamchainz/flake8-comprehensions MIT 2016-04-05 12:15:56.000 2021-05-22 11:30:44.000 2021-05-22 11:30:43.000 13.0 30.0 273.0 2021-05-10 12:24:46.000 3.5.0 27.0 10.0 ['flake8'] conda-forge/flake8-comprehensions flake8-comprehensions 7.0 714.0 https://pypi.org/project/flake8-comprehensions 2021-05-10 12:24:46.000 714.0 544171.0 550425.0 https://anaconda.org/conda-forge/flake8-comprehensions 2021-05-10 17:44:18.389 337727.0 3.0
164 162 data-science-types https://github.com/predictive-analytics-lab/data-science-types Mypy stubs, i.e., type information, for numpy, pandas and matplotlib. linters 23 True predictive-analytics-lab/data-science-types https://github.com/predictive-analytics-lab/data-science-types Apache-2.0 2019-09-20 11:45:49.000 2021-02-16 17:29:01.000 2021-02-16 17:29:00.000 58.0 23.0 184.0 2021-02-16 16:47:31.000 0.2.23 26.0 44.0 data-science-types 39.0 446.0 81.0 81.0 https://pypi.org/project/data-science-types 2021-02-16 16:45:03.000 0.0 15532.0 15532.0 3.0 3.0
165 163 icecream https://github.com/gruns/icecream Never use print() to debug again. debugging 22 True gruns/icecream https://github.com/gruns/icecream MIT 2018-02-13 18:56:12.000 2021-05-17 12:17:42.000 2021-05-13 11:10:52.000 91.0 48.0 4778.0 2021-04-16 18:37:56.000 2.1.0 14.0 13.0 icecream 18.0 206.0 6.0 https://pypi.org/project/icecream 2021-01-27 01:30:01.000 6.0 56730.0 56730.0 3.0
166 164 vprof https://github.com/nvdv/vprof Visual profiler for Python. profiling 22 True nvdv/vprof https://github.com/nvdv/vprof BSD-2-Clause 2015-06-29 03:59:39.000 2021-02-20 07:50:28.000 2021-02-20 07:47:40.000 165.0 56.0 3742.0 2018-06-24 14:16:36.000 0.37.6 24.0 17.0 vprof 23.0 619.0 91.0 73.0 https://pypi.org/project/vprof 2020-02-29 13:31:59.000 18.0 2307.0 2307.0 3.0
167 165 pyt https://github.com/python-security/pyt A Static Analysis Tool for Detecting Security Vulnerabilities in Python Web Applications. security 22 False python-security/pyt https://github.com/python-security/pyt GPL-2.0 2016-10-26 15:34:48.000 2020-12-25 03:47:37.000 2020-03-08 21:43:06.000 224.0 75.0 2043.0 2018-11-01 16:02:57.000 0.42 15.0 22.0 python-taint 20.0 1576.0 67.0 45.0 https://pypi.org/project/python-taint 2018-11-01 16:02:04.000 22.0 2225.0 2227.0 3.0 60.0
168 166 sixpack https://github.com/sixpack/sixpack Sixpack is a language-agnostic a/b-testing framework. testing 22 True sixpack/sixpack https://github.com/sixpack/sixpack BSD-2-Clause 2012-11-15 00:01:06.000 2021-05-17 05:55:37.000 2020-08-26 00:32:16.000 185.0 125.0 1691.0 2017-11-22 14:27:35.000 2.7.0 37.0 56.0 sixpack 88.0 828.0 12.0 8.0 https://pypi.org/project/sixpack 2017-11-22 14:27:35.000 4.0 294.0 294.0 3.0
169 167 cx_Freeze https://github.com/marcelotduarte/cx_Freeze Create standalone executables from Python scripts, with the same performance and is cross-platform. packaging 22 True marcelotduarte/cx_Freeze https://github.com/marcelotduarte/cx_Freeze PSF-2.0 2017-01-22 04:25:52.000 2021-05-27 06:26:33.000 2021-05-27 06:26:18.000 156.0 592.0 714.0 2021-04-14 09:46:22.000 6.6 18.0 90.0 conda-forge/cx_freeze cx_freeze 59.0 153.0 https://pypi.org/project/cx_freeze 2017-12-16 18:09:35.000 153.0 34659.0 37198.0 https://anaconda.org/conda-forge/cx_freeze 2021-04-17 10:45:33.022 71109.0 3.0
170 168 pynsist https://github.com/takluyver/pynsist Build Windows installers for Python applications. packaging 22 True takluyver/pynsist https://github.com/takluyver/pynsist MIT 2014-03-30 19:11:21.000 2021-05-05 02:30:09.000 2021-03-28 16:12:50.000 101.0 128.0 704.0 2020-07-03 08:11:24.000 2.5.1 21.0 27.0 pynsist 25.0 541.0 88.0 https://pypi.org/project/pynsist 2021-03-28 16:28:58.000 88.0 1746.0 1746.0 3.0
171 169 python-hunter https://github.com/ionelmc/python-hunter Hunter is a flexible code tracing toolkit. debugging 22 True ionelmc/python-hunter https://github.com/ionelmc/python-hunter BSD-2-Clause 2015-03-16 18:03:16.000 2021-05-16 05:51:45.000 2021-05-16 05:47:30.000 31.0 46.0 618.0 2021-05-08 17:00:59.000 3.3.3 43.0 8.0 hunter 37.0 940.0 93.0 59.0 https://pypi.org/project/hunter 2021-05-04 15:03:38.000 34.0 6245.0 6245.0 3.0
172 170 snoop https://github.com/alexmojaki/snoop A powerful set of Python debugging tools, based on PySnooper. debugging 22 True alexmojaki/snoop https://github.com/alexmojaki/snoop MIT 2019-05-13 18:45:35.000 2021-05-11 18:59:06.000 2021-03-26 18:40:56.000 19.0 16.0 549.0 2021-03-26 18:41:23.000 0.3.0 10.0 20.0 snoop 13.0 390.0 51.0 43.0 https://pypi.org/project/snoop 2021-03-26 18:41:23.000 8.0 55496.0 55496.0 3.0
173 171 python-manhole https://github.com/ionelmc/python-manhole Debugging manhole for python applications. debugging 22 True ionelmc/python-manhole https://github.com/ionelmc/python-manhole BSD-2-Clause 2013-06-26 21:49:34.000 2021-04-08 20:15:04.000 2021-04-08 17:55:02.000 15.0 15.0 310.0 2021-04-08 20:14:54.000 1.8.0 22.0 10.0 manhole 5.0 484.0 135.0 69.0 https://pypi.org/project/manhole 2021-04-08 20:14:54.000 66.0 11190.0 11190.0 3.0
174 172 interrogate https://github.com/econchick/interrogate Explain yourself! Interrogate a codebase for docstring coverage. documentation 22 True econchick/interrogate https://github.com/econchick/interrogate MIT 2020-04-24 02:33:25.000 2021-05-17 07:15:48.000 2021-05-15 00:27:01.000 20.0 19.0 259.0 2020-11-03 22:11:18.000 1.3.2 13.0 9.0 interrogate 11.0 140.0 576.0 576.0 https://pypi.org/project/interrogate 2021-05-15 00:17:44.000 0.0 65189.0 65189.0 3.0
175 173 baron https://github.com/PyCQA/baron IDE allow you to refactor code, Baron allows you to write refactoring code. refactoring 22 False PyCQA/baron https://github.com/PyCQA/baron LGPL-3.0 2013-03-21 12:19:00.000 2021-01-31 10:24:10.000 2020-02-10 02:47:14.000 50.0 29.0 257.0 2019-02-25 23:55:38.000 0.8 19.0 31.0 baron 46.0 1489.0 266.0 154.0 https://pypi.org/project/baron 2019-02-01 15:17:04.000 112.0 37512.0 37512.0 3.0
176 174 flake8-eradicate https://github.com/wemake-services/flake8-eradicate Flake8 plugin to find commented out or dead code. linters 22 True wemake-services/flake8-eradicate https://github.com/wemake-services/flake8-eradicate MIT 2018-09-21 06:58:51.000 2021-05-25 20:05:30.000 2021-05-17 02:14:37.000 7.0 24.0 189.0 2020-10-12 08:27:22.000 1.0.0 10.0 9.0 ['flake8'] flake8-eradicate 2.0 308.0 72.0 https://pypi.org/project/flake8-eradicate 2020-10-12 08:26:40.000 72.0 207994.0 207994.0 3.0
177 175 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 14:19:20.000 2021-05-26 07:12:42.000 2021-05-26 07:12:14.000 14.0 24.0 186.0 2021-05-26 07:12:42.000 0.7.3 19.0 7.0 conda-forge/xenon xenon 6.0 104.0 331.0 207.0 https://pypi.org/project/xenon 2021-05-26 07:12:42.000 124.0 58487.0 58750.0 https://anaconda.org/conda-forge/xenon 2019-10-12 20:39:43.883 11343.0 3.0 2.0
178 176 releases https://github.com/bitprophet/releases A powerful Sphinx changelog-generating extension. documentation 22 False bitprophet/releases https://github.com/bitprophet/releases BSD-2-Clause 2013-09-16 03:56:37.000 2020-01-30 01:07:19.000 2020-01-26 03:27:03.000 38.0 42.0 157.0 2020-01-11 00:29:49.000 1.6.3 32.0 10.0 ['sphinx'] releases 30.0 520.0 1053.0 347.0 https://pypi.org/project/releases 2020-01-11 00:29:49.000 706.0 6176.0 6176.0 3.0
179 177 flake8-commas https://github.com/PyCQA/flake8-commas Flake8 extension for enforcing trailing commas in python. linters 22 False PyCQA/flake8-commas https://github.com/PyCQA/flake8-commas MIT 2015-12-16 09:25:13.000 2021-02-14 21:22:27.000 2019-06-17 12:14:38.000 19.0 25.0 123.0 2018-03-19 16:49:31.000 2.0.0 19.0 9.0 ['flake8'] flake8-commas 5.0 165.0 2062.0 1512.0 https://pypi.org/project/flake8-commas 2018-03-19 16:49:31.000 550.0 272499.0 272499.0 3.0
180 178 dodgy https://github.com/landscapeio/dodgy Looks at Python code to search for things which look dodgy such as passwords or diffs. security 22 True landscapeio/dodgy https://github.com/landscapeio/dodgy MIT 2013-12-25 12:22:20.000 2021-03-21 11:36:52.000 2021-03-21 11:36:52.000 18.0 3.0 89.0 2019-12-31 16:44:58.000 0.2.1 10.0 14.0 conda-forge/dodgy dodgy 8.0 70.0 1847.0 1323.0 https://pypi.org/project/dodgy 2019-12-31 16:44:58.000 524.0 148713.0 149124.0 https://anaconda.org/conda-forge/dodgy 2020-06-10 17:10:06.579 23447.0 3.0
181 179 flake8-builtins https://github.com/gforcada/flake8-builtins Check for python builtins being used as variables or parameters. linters 22 True gforcada/flake8-builtins https://github.com/gforcada/flake8-builtins GPL-2.0 2016-03-02 00:26:51.000 2021-04-21 08:08:02.000 2021-04-14 06:13:26.000 16.0 31.0 65.0 2020-05-14 10:45:01.000 1.5.3 23.0 14.0 ['flake8'] conda-forge/flake8-builtins flake8-builtins 2.0 211.0 2493.0 1981.0 https://pypi.org/project/flake8-builtins 2020-05-14 10:45:01.000 512.0 344008.0 346129.0 https://anaconda.org/conda-forge/flake8-builtins 2020-05-18 15:22:26.836 114559.0 3.0
182 180 memory_profiler https://github.com/fabianp/memory_profiler Monitor Memory usage of Python code. profiling 22 False fabianp/memory_profiler https://github.com/fabianp/memory_profiler BSD-3-Clause 2016-05-26 17:45:08.632 2020-10-20 18:00:58.207 2018-06-28 13:35:12.000 12.0 62.0 2018-08-16 03:16:49.000 0.54.0 52.0 61.0 conda-forge/memory_profiler memory_profiler 500.0 534.0 https://pypi.org/project/memory_profiler 2018-08-16 03:16:49.000 534.0 315419.0 317409.0 https://anaconda.org/conda-forge/memory_profiler 2020-10-20 18:00:58.207 119411.0 3.0
183 181 xar https://github.com/facebookincubator/xar executable archive format. packaging 21 True facebookincubator/xar https://github.com/facebookincubator/xar BSD-3-Clause 2017-06-29 18:15:26.000 2021-03-16 06:01:26.000 2021-03-16 06:01:22.000 45.0 21.0 1451.0 2020-12-02 20:41:20.000 20.12.2 3.0 21.0 xar 8.0 59.0 14.0 14.0 https://pypi.org/project/xar 2020-12-02 20:41:20.000 200.0 200.0 3.0
184 182 pyannotate https://github.com/dropbox/pyannotate Auto-generate PEP-484 annotations. refactoring 21 True dropbox/pyannotate https://github.com/dropbox/pyannotate Apache-2.0 2017-11-13 20:18:08.000 2021-04-10 20:11:31.000 2021-03-19 18:13:03.000 46.0 33.0 1205.0 2019-09-16 15:37:03.000 1.2.0 9.0 16.0 pyannotate 25.0 94.0 85.0 59.0 https://pypi.org/project/pyannotate 2019-09-16 15:37:03.000 26.0 4471.0 4471.0 3.0
185 183 shiv https://github.com/linkedin/shiv shiv is a command line utility for building fully self contained Python zipapps as outlined in PEP 441, but with all.. packaging 21 True linkedin/shiv https://github.com/linkedin/shiv BSD-2-Clause 2018-03-13 18:46:23.000 2021-04-30 16:36:46.000 2021-04-30 16:36:23.000 69.0 57.0 1196.0 2021-04-27 16:06:42.000 0.5.1 56.0 32.0 shiv 27.0 10.0 https://pypi.org/project/shiv 2021-04-30 16:25:28.000 10.0 7612.0 7618.0 3.0 134.0
186 184 assertpy https://github.com/ActivisionGameScience/assertpy Simple assertion library for unit testing in python with a fluent API. testing 21 False ActivisionGameScience/assertpy https://github.com/ActivisionGameScience/assertpy BSD-3-Clause 2017-11-21 01:38:07.332 2020-07-19 15:23:26.710 2019-10-30 17:50:10.000 47.0 248.0 13.0 10.0 conda-forge/assertpy assertpy 279.0 124.0 https://pypi.org/project/assertpy 2020-07-19 14:39:02.000 124.0 138673.0 138936.0 https://anaconda.org/conda-forge/assertpy 2020-07-19 15:23:26.710 11083.0 3.0
187 185 Fixit https://github.com/Instagram/Fixit Fixit is a Python Lint Framework based on LibCST. It comes with useful default lint rules for coding convention,.. linters 21 True Instagram/Fixit https://github.com/Instagram/Fixit MIT 2020-02-20 19:09:01.000 2021-05-26 22:43:42.000 2021-05-26 22:43:41.000 37.0 24.0 240.0 2020-12-11 01:56:10.000 0.1.3 5.0 25.0 fixit 34.0 153.0 6.0 6.0 https://pypi.org/project/fixit 2020-12-11 01:53:21.000 0.0 1540.0 1540.0 3.0
188 186 pytest-lazy-fixture https://github.com/TvoroG/pytest-lazy-fixture It helps to use fixtures in pytest.mark.parametrize. testing 21 False tvorog/pytest-lazy-fixture https://github.com/TvoroG/pytest-lazy-fixture MIT 2016-09-29 23:52:48.000 2020-02-01 18:49:47.818 2020-02-01 17:56:35.000 11.0 19.0 189.0 2020-02-01 18:04:00.000 0.6.3 12.0 7.0 ['pytest'] conda-forge/pytest-lazy-fixture pytest-lazy-fixture 13.0 92.0 368.0 306.0 https://pypi.org/project/pytest-lazy-fixture 2020-02-01 18:04:00.000 62.0 150229.0 155330.0 https://anaconda.org/conda-forge/pytest-lazy-fixture 2020-02-01 18:49:47.818 249993.0 3.0
189 187 mkdocs-pdf-export-plugin https://github.com/zhaoterryy/mkdocs-pdf-export-plugin An MkDocs plugin to export content pages as PDF files. documentation 21 True zhaoterryy/mkdocs-pdf-export-plugin https://github.com/zhaoterryy/mkdocs-pdf-export-plugin MIT 2018-02-20 15:06:51.000 2021-03-20 00:00:48.000 2020-07-23 01:35:13.000 29.0 43.0 185.0 2020-07-23 01:35:39.000 0.5.8 22.0 9.0 ['mkdocs'] mkdocs-pdf-export-plugin 36.0 68.0 129.0 125.0 https://pypi.org/project/mkdocs-pdf-export-plugin 2020-07-23 01:35:04.000 4.0 13108.0 13108.0 3.0
190 188 add-trailing-comma https://github.com/asottile/add-trailing-comma A tool (and pre-commit hook) to automatically add trailing commas to calls and literals. refactoring 21 True asottile/add-trailing-comma https://github.com/asottile/add-trailing-comma MIT 2017-07-10 00:55:50.000 2021-05-24 18:23:26.000 2021-05-24 18:23:25.000 13.0 33.0 180.0 2021-01-24 18:14:07.000 2.1.0 30.0 9.0 add-trailing-comma 2.0 240.0 14.0 https://pypi.org/project/add-trailing-comma 2021-01-24 18:14:07.000 14.0 8768.0 8768.0 3.0
191 189 mkdocs-awesome-pages-plugin https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin An MkDocs plugin that simplifies configuring page titles and their order. documentation 21 True lukasgeiter/mkdocs-awesome-pages-plugin https://github.com/lukasgeiter/mkdocs-awesome-pages-plugin MIT 2018-02-06 21:09:24.000 2021-04-20 17:08:31.000 2020-12-22 01:43:41.000 17.0 32.0 152.0 2020-12-22 02:04:30.000 2.5.0 16.0 2.0 ['mkdocs'] mkdocs-awesome-pages-plugin 6.0 53.0 445.0 355.0 https://pypi.org/project/mkdocs-awesome-pages-plugin 2020-12-22 01:59:58.000 90.0 33235.0 33235.0 3.0
192 190 flake8-black https://github.com/peterjc/flake8-black flake8 plugin to run black for checking Python coding style. linters 21 True peterjc/flake8-black https://github.com/peterjc/flake8-black MIT 2019-01-10 14:40:26.000 2021-04-15 22:34:04.000 2021-04-15 22:33:29.000 7.0 14.0 87.0 2020-07-25 16:07:56.000 0.2.1 9.0 4.0 ['flake8'] conda-forge/flake8-black flake8-black 4.0 86.0 764.0 728.0 https://pypi.org/project/flake8-black 2020-07-25 16:07:56.000 36.0 201534.0 205908.0 https://anaconda.org/conda-forge/flake8-black 2020-07-25 16:32:38.063 100608.0 3.0
193 191 pylint-flask https://github.com/jschaf/pylint-flask A Pylint plugin to analyze Flask applications. linters 21 True jschaf/pylint-flask https://github.com/jschaf/pylint-flask GPL-2.0 2015-06-27 20:11:12.000 2021-03-10 19:35:23.000 2021-03-10 19:35:23.000 9.0 5.0 57.0 5.0 7.0 ['pylint'] conda-forge/pylint-flask pylint-flask 4.0 40.0 5686.0 4980.0 https://pypi.org/project/pylint-flask 2019-01-30 19:26:02.000 706.0 177152.0 178001.0 https://anaconda.org/conda-forge/pylint-flask 2019-02-02 18:28:49.934 48432.0 3.0
194 192 Profiling https://github.com/what-studio/profiling Was an interactive continuous Python profiler. profiling 20 True what-studio/profiling https://github.com/what-studio/profiling BSD-3-Clause 2014-09-03 10:35:57.000 2020-08-24 01:31:58.000 2020-08-24 01:31:58.000 114.0 20.0 2995.0 2017-06-28 06:10:16.000 0.1.3 3.0 18.0 profiling 15.0 433.0 37.0 32.0 https://pypi.org/project/profiling 2017-06-28 06:10:16.000 5.0 3642.0 3642.0 3.0
195 193 pyrasite https://github.com/lmacken/pyrasite Inject code into running Python processes. debugging 20 False lmacken/pyrasite https://github.com/lmacken/pyrasite GPL-3.0 2011-09-10 06:01:20.000 2020-12-24 21:02:34.000 2017-03-13 17:42:17.000 188.0 14.0 2540.0 13.0 20.0 pyrasite 39.0 274.0 37.0 31.0 https://pypi.org/project/pyrasite 2012-05-09 19:11:33.000 6.0 9141.0 9141.0 3.0
196 194 PrettyErrors https://github.com/onelivesleft/PrettyErrors Prettify Python exception output to make it legible. logging 20 True onelivesleft/PrettyErrors https://github.com/onelivesleft/PrettyErrors MIT 2018-11-15 16:02:27.000 2021-05-23 15:14:59.000 2021-05-23 15:14:39.000 65.0 29.0 2084.0 2021-05-23 15:14:59.000 1.2.21 44.0 4.0 pretty_errors 123.0 0.0 https://pypi.org/project/pretty_errors 2021-05-23 15:14:59.000 0.0 20415.0 20415.0 3.0
197 195 mkdocstrings https://github.com/mkdocstrings/mkdocstrings Automatic documentation from sources, for MkDocs. documentation 20 True pawamoy/mkdocstrings https://github.com/mkdocstrings/mkdocstrings ISC 2019-12-09 18:09:09.000 2021-05-23 13:31:47.000 2021-05-16 15:58:24.000 42.0 130.0 375.0 2021-05-16 15:56:37.000 0.15.1 36.0 19.0 ['mkdocs'] mkdocstrings 44.0 426.0 0.0 https://pypi.org/project/mkdocstrings 2021-05-16 15:56:37.000 0.0 48319.0 48319.0 3.0 mkdocstrings/mkdocstrings
198 196 blacken-docs https://github.com/asottile/blacken-docs Run `black` on python code blocks in documentation files. documentation 20 True asottile/blacken-docs https://github.com/asottile/blacken-docs MIT 2018-06-03 02:48:01.000 2021-05-24 18:23:21.000 2021-05-24 18:23:20.000 17.0 26.0 212.0 2021-03-02 02:05:09.000 1.10.0 19.0 12.0 conda-forge/blacken-docs blacken-docs 2.0 160.0 22.0 https://pypi.org/project/blacken-docs 2021-03-02 02:05:09.000 22.0 4494.0 6123.0 https://anaconda.org/conda-forge/blacken-docs 2021-03-02 04:02:19.005 16298.0 3.0
199 197 pytest-docker https://github.com/avast/pytest-docker Docker-based integration tests. testing 20 True avast/pytest-docker https://github.com/avast/pytest-docker MIT 2017-03-07 04:51:13.000 2021-05-20 10:31:47.000 2020-09-22 09:13:51.000 37.0 13.0 205.0 2020-09-22 09:28:03.000 0.10.1 13.0 9.0 ['pytest'] pytest-docker 16.0 56.0 28.0 https://pypi.org/project/pytest-docker 2020-09-22 09:28:03.000 28.0 22537.0 22541.0 3.0 66.0
200 198 pytest-datadir https://github.com/gabrielcnr/pytest-datadir pytest plugin for manipulating test data directories and files. testing 20 False gabrielcnr/pytest-datadir https://github.com/gabrielcnr/pytest-datadir MIT 2015-07-02 21:41:44.000 2020-11-22 23:34:25.000 2019-10-22 13:19:39.000 17.0 11.0 140.0 2019-10-22 13:04:22.000 1.3.1 9.0 7.0 ['pytest'] conda-forge/pytest-datadir pytest-datadir 3.0 71.0 416.0 338.0 https://pypi.org/project/pytest-datadir 2019-10-22 13:04:22.000 78.0 97906.0 99285.0 https://anaconda.org/conda-forge/pytest-datadir 2019-10-23 16:32:51.374 75855.0 3.0
201 199 flake8-mypy https://github.com/ambv/flake8-mypy A plugin for flake8 integrating Mypy. linters 20 True ambv/flake8-mypy https://github.com/ambv/flake8-mypy MIT 2017-02-26 02:27:33.000 2020-06-19 16:51:36.000 2020-06-19 16:51:00.000 15.0 3.0 103.0 2017-08-31 23:17:01.000 17.8.0 6.0 8.0 ['flake8'] flake8-mypy 19.0 50.0 887.0 689.0 https://pypi.org/project/flake8-mypy 2017-08-31 23:17:01.000 198.0 35803.0 35803.0 3.0
202 200 unify https://github.com/myint/unify Modifies strings to all use the same quote where possible. refactoring 20 False myint/unify https://github.com/myint/unify MIT 2013-03-24 18:02:19.000 2021-04-21 16:21:07.000 2019-08-07 13:44:00.000 12.0 3.0 55.0 2013-06-22 15:34:37.000 0.1.5 10.0 5.0 unify 7.0 69.0 289.0 235.0 https://pypi.org/project/unify 2019-08-07 13:46:09.000 54.0 44920.0 44920.0 3.0
203 201 Birdseye https://github.com/alexmojaki/birdseye Graphical Python debugger which lets you easily view the values of all evaluated expressions. debugging 19 True alexmojaki/birdseye https://github.com/alexmojaki/birdseye MIT 2017-07-22 18:49:20.000 2021-05-03 18:43:10.000 2021-03-26 14:30:21.000 70.0 31.0 1397.0 2020-08-25 21:49:38.000 0.8.4 35.0 9.0 birdseye 17.0 397.0 0.0 https://pypi.org/project/birdseye 2020-08-25 21:49:38.000 0.0 1418.0 1418.0 3.0
204 202 wily https://github.com/tonybaloney/wily A Python application for tracking, reporting on timing and complexity in Python code. code-metrics 19 True tonybaloney/wily https://github.com/tonybaloney/wily Apache-2.0 2018-10-11 22:12:25.000 2021-03-02 01:26:07.000 2021-03-02 01:26:07.000 43.0 48.0 743.0 2020-09-02 06:33:11.000 1.19.0 45.0 15.0 wily 28.0 688.0 8.0 https://pypi.org/project/wily 2020-09-02 06:33:11.000 8.0 6860.0 6860.0 3.0
205 203 dlint https://github.com/dlint-py/dlint Dlint is a tool for encouraging best coding practices and helping ensure Python code is secure. security 19 True dlint-py/dlint https://github.com/dlint-py/dlint BSD-3-Clause 2020-01-08 15:53:36.000 2020-12-08 17:21:33.000 2020-12-08 17:21:32.000 13.0 12.0 315.0 2020-10-30 20:40:39.000 0.11.0 13.0 7.0 dlint 20.0 201.0 18.0 https://pypi.org/project/dlint 2020-10-30 20:40:39.000 18.0 27564.0 27564.0 3.0
206 204 constructor https://github.com/conda/constructor tool for creating installers from conda packages. packaging 19 True conda/constructor https://github.com/conda/constructor BSD-3-Clause 2016-02-12 06:52:50.000 2021-05-24 15:52:40.000 2021-05-24 15:52:40.000 125.0 193.0 309.0 2021-04-03 16:53:20.000 3.2.1 37.0 46.0 constructor 41.0 948.0 9.0 9.0 73.0 https://anaconda.org/anaconda/constructor 2021-04-01 17:48:58.348 3971.0 3.0 219.0
207 205 flakehell https://github.com/life4/flakehell Flake8 wrapper to make it nice, legacy-friendly, configurable. linters 19 True life4/flakehell https://github.com/life4/flakehell MIT 2019-08-06 11:37:21.000 2021-01-11 21:35:41.000 2021-01-11 21:35:40.000 33.0 221.0 2021-01-11 18:40:32.000 0.9.0 28.0 15.0 ['flake8'] flakehell 4.0 368.0 0.0 https://pypi.org/project/flakehell 2021-01-11 18:40:32.000 0.0 36092.0 36094.0 3.0 50.0
208 206 nitpick https://github.com/andreoliwa/nitpick Enforce the same settings on multiple projects. linters 19 True andreoliwa/nitpick https://github.com/andreoliwa/nitpick MIT 2018-03-23 14:25:24.000 2021-05-25 04:20:39.000 2021-05-18 00:52:44.000 9.0 53.0 153.0 2021-03-16 21:47:14.000 0.26.0 42.0 10.0 ['flake8'] nitpick 31.0 486.0 0.0 https://pypi.org/project/nitpick 2021-03-16 21:47:11.000 0.0 10650.0 10650.0 3.0 3.0
209 207 pynt https://github.com/rags/pynt A pynt of Python build. build-tools 19 False rags/pynt https://github.com/rags/pynt MIT 2012-11-17 13:12:49.000 2020-04-13 11:49:33.000 2019-10-04 19:05:46.000 18.0 13.0 151.0 2018-06-24 06:23:48.000 0.8.2 7.0 9.0 pynt 5.0 128.0 124.0 70.0 https://pypi.org/project/pynt 2018-06-24 06:23:48.000 54.0 11771.0 11771.0 3.0
210 208 eradicate https://github.com/myint/eradicate Removes commented-out code from Python files. refactoring 19 False myint/eradicate https://github.com/myint/eradicate Saxpath 2012-12-23 04:39:48.000 2020-10-06 12:45:07.000 2020-10-01 09:23:01.000 19.0 13.0 114.0 2020-10-01 09:33:03.000 2.0.0 16.0 7.0 eradicate 6.0 164.0 156.0 https://pypi.org/project/eradicate 2020-10-01 09:33:03.000 156.0 225745.0 225745.0 3.0
211 209 sphinx-markdown-builder https://github.com/clayrisser/sphinx-markdown-builder sphinx builder that outputs markdown files. documentation 19 True codejamninja/sphinx-markdown-builder https://github.com/clayrisser/sphinx-markdown-builder MIT 2018-11-11 00:07:58.000 2020-10-07 04:18:38.000 2020-10-07 04:18:32.000 28.0 16.0 101.0 2019-12-23 17:05:52.000 0.5.4 22.0 16.0 ['sphinx'] sphinx-markdown-builder 18.0 99.0 180.0 138.0 https://pypi.org/project/sphinx-markdown-builder 2019-12-23 17:05:52.000 42.0 14600.0 14600.0 3.0 clayrisser/sphinx-markdown-builder
212 210 flake8-bandit https://github.com/tylerwince/flake8-bandit Automated security testing using bandit and flake8. linters 19 True tylerwince/flake8-bandit https://github.com/tylerwince/flake8-bandit MIT 2017-10-28 23:19:09.000 2020-12-29 20:50:06.000 2020-08-29 05:51:08.000 15.0 8.0 61.0 2019-10-08 03:58:31.000 2.1.2 11.0 5.0 ['flake8'] flake8-bandit 3.0 44.0 156.0 https://pypi.org/project/flake8-bandit 2019-10-08 03:58:31.000 156.0 206469.0 206469.0 3.0
213 211 mkdocs-with-pdf https://github.com/orzih/mkdocs-with-pdf Generate a single PDF file from MkDocs repository. documentation 19 True orzih/mkdocs-with-pdf https://github.com/orzih/mkdocs-with-pdf MIT 2020-02-23 16:34:46.000 2021-05-26 10:20:42.000 2021-04-08 23:20:45.000 9.0 29.0 58.0 2021-01-11 02:43:17.000 0.8.3 24.0 5.0 ['mkdocs'] mkdocs-with-pdf 12.0 167.0 21.0 21.0 https://pypi.org/project/mkdocs-with-pdf 2021-01-11 02:26:16.000 3251.0 3251.0 3.0
214 212 mkdocs-git-revision-date-plugin https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin MkDocs plugin for setting revision date from git per markdown file. documentation 19 False zhaoterryy/mkdocs-git-revision-date-plugin https://github.com/zhaoterryy/mkdocs-git-revision-date-plugin MIT 2018-12-03 04:29:33.000 2020-10-16 02:02:54.000 2020-10-16 01:58:36.000 5.0 9.0 34.0 2020-10-16 02:02:42.000 0.3.1 8.0 6.0 ['mkdocs'] mkdocs-git-revision-date-plugin 2.0 24.0 219.0 201.0 https://pypi.org/project/mkdocs-git-revision-date-plugin 2020-10-16 02:02:18.000 18.0 8112.0 8112.0 3.0
215 213 pyenv-virtualenv https://github.com/pyenv/pyenv-virtualenv a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv). virtual-envs 18 True pyenv/pyenv-virtualenv https://github.com/pyenv/pyenv-virtualenv MIT 2013-02-18 12:59:17.000 2021-05-25 21:49:59.000 2021-05-09 17:56:31.000 288.0 171.0 4296.0 2019-02-14 00:27:42.000 1.1.5 7.0 43.0 125.0 466.0 3.0
216 214 pyflow https://github.com/David-OConnor/pyflow An installation and dependency system for Python. dependency-managers 18 True David-OConnor/pyflow https://github.com/David-OConnor/pyflow MIT 2019-07-15 09:40:29.000 2021-05-27 05:14:35.000 2021-05-24 20:57:37.000 27.0 45.0 761.0 2020-11-21 15:18:30.000 0.2.9 23.0 22.0 pyflow 41.0 287.0 https://pypi.org/project/pyflow 2020-11-21 15:18:30.000 137.0 282.0 3.0 3045.0
217 215 portray https://github.com/timothycrosley/portray Your Project with Great Documentation. documentation 18 True timothycrosley/portray https://github.com/timothycrosley/portray MIT 2019-08-21 05:14:04.000 2021-05-21 06:18:28.000 2021-05-21 06:18:26.000 56.0 28.0 739.0 2021-04-02 03:59:23.000 1.6.0 27.0 15.0 portray 19.0 8.0 https://pypi.org/project/portray 2021-04-02 03:59:23.000 8.0 7002.0 7002.0 3.0
218 216 vex https://github.com/sashahart/vex Run a command in the named virtualenv. virtual-envs 18 False sashahart/vex https://github.com/sashahart/vex MIT 2014-05-09 03:20:02.000 2021-01-19 19:03:16.000 2019-05-10 19:18:48.000 23.0 38.0 369.0 2019-05-10 19:21:38.000 0.0.19 18.0 3.0 vex 2.0 200.0 37.0 21.0 https://pypi.org/project/vex 2019-05-10 19:21:38.000 16.0 807.0 807.0 3.0
219 217 unimport https://github.com/hakancelik96/unimport A linter, formatter for finding and removing unused import statements. refactoring 18 True hakancelik96/unimport https://github.com/hakancelik96/unimport MIT 2019-09-08 09:49:24.000 2021-05-24 16:59:08.000 2021-05-08 15:59:40.000 15.0 62.0 105.0 2021-05-08 16:03:41.000 0.8.3 29.0 11.0 unimport 9.0 384.0 5.0 5.0 https://pypi.org/project/unimport 2021-03-10 16:31:53.000 3945.0 3945.0 3.0
220 218 pandas-vet https://github.com/deppen8/pandas-vet A plugin for Flake8 that checks pandas code. linters 18 True deppen8/pandas-vet https://github.com/deppen8/pandas-vet MIT 2019-02-25 05:19:51.000 2021-03-03 04:44:57.000 2021-03-03 04:44:57.000 14.0 28.0 93.0 2020-02-01 05:12:09.000 0.2.2 6.0 10.0 ['flake8'] conda-forge/pandas-vet pandas-vet 21.0 179.0 37.0 37.0 https://pypi.org/project/pandas-vet 2020-02-01 05:12:09.000 0.0 6579.0 6837.0 https://anaconda.org/conda-forge/pandas-vet 2020-02-01 05:31:32.445 6448.0 3.0 33.0
221 219 massedit https://github.com/elmotec/massedit Programmatically edit text files with Python. Useful for source to source transformations. refactoring 18 True elmotec/massedit https://github.com/elmotec/massedit MIT 2012-03-11 16:18:30.000 2020-12-23 02:17:37.000 2020-12-23 02:11:17.000 13.0 5.0 90.0 2020-12-23 02:19:02.000 0.69.1 15.0 6.0 massedit 3.0 178.0 10.0 https://pypi.org/project/massedit 2020-12-23 02:12:33.000 10.0 1283.0 1283.0 3.0 15.0
222 220 pyformat https://github.com/myint/pyformat Formats Python code to follow a consistent style. formatters 18 False myint/pyformat https://github.com/myint/pyformat Saxpath 2013-03-24 21:45:30.000 2019-12-07 19:55:59.000 2019-05-24 17:17:56.000 5.0 3.0 82.0 2014-09-07 13:57:37.000 0.5.7 23.0 3.0 pyformat 3.0 199.0 100.0 78.0 https://pypi.org/project/pyformat 2017-01-04 02:31:11.000 22.0 10377.0 10377.0 3.0
223 221 mkdocs-versioning https://github.com/zayd62/mkdocs-versioning A tool that allows for versioning sites built with mkdocs. documentation 18 False zayd62/mkdocs-versioning https://github.com/zayd62/mkdocs-versioning MIT 2019-07-20 18:09:56.000 2021-03-29 20:06:41.000 2021-02-11 10:22:58.000 8.0 22.0 40.0 2021-02-11 10:24:35.000 0.4.0 6.0 5.0 ['mkdocs'] mkdocs-versioning 3.0 132.0 18.0 18.0 https://pypi.org/project/mkdocs-versioning 2021-02-11 10:24:35.000 2332.0 2332.0 3.0
224 222 fake2db https://github.com/emirozer/fake2db create custom test databases that are populated with fake data. testing 17 False emirozer/fake2db https://github.com/emirozer/fake2db GPL-2.0 2014-02-18 19:14:28.000 2019-11-25 09:19:01.000 2019-11-25 09:19:00.000 111.0 15.0 2066.0 2019-03-09 13:53:12.000 1.0.0 20.0 18.0 fake2db 6.0 242.0 14.0 13.0 https://pypi.org/project/fake2db 2018-02-09 15:43:23.000 1.0 98.0 98.0 3.0
225 223 pyheat https://github.com/csurfer/pyheat pprofile + matplotlib = Python program profiled as an awesome heatmap!. profiling 17 False csurfer/pyheat https://github.com/csurfer/pyheat MIT 2017-02-04 22:56:02.000 2021-01-08 21:28:29.000 2018-12-06 03:53:03.000 27.0 8.0 493.0 2018-12-06 03:59:34.000 0.0.6 6.0 4.0 py-heat 3.0 51.0 33.0 28.0 https://pypi.org/project/py-heat 2018-12-06 03:59:34.000 5.0 1096.0 1096.0 3.0
226 224 pycycle https://github.com/bndr/pycycle Tool for pinpointing circular imports in Python. Find cyclic imports in any project. linters 17 False bndr/pycycle https://github.com/bndr/pycycle MIT 2017-01-28 17:22:00.000 2020-06-24 12:43:11.000 2017-02-13 18:07:04.000 11.0 1.0 284.0 2017-02-13 18:07:58.000 0.0.8 8.0 2.0 pycycle 13.0 26.0 49.0 42.0 https://pypi.org/project/pycycle 2017-02-13 18:07:58.000 7.0 2515.0 2515.0 3.0
227 225 beartype https://github.com/beartype/beartype Unbearably fast O(1) runtime type-checking in pure Python. linters 17 True beartype/beartype https://github.com/beartype/beartype MIT 2020-04-03 06:06:22.000 2021-05-27 07:07:08.000 2021-05-27 06:43:09.000 6.0 21.0 258.0 2021-05-25 05:39:45.000 0.7.0 11.0 4.0 conda-forge/beartype beartype 3.0 0.0 https://pypi.org/project/beartype 2021-05-25 05:39:45.000 0.0 10601.0 10969.0 https://anaconda.org/conda-forge/beartype 2021-05-25 07:24:11.467 4054.0 3.0
228 226 imhotep https://github.com/justinabrahms/imhotep A static-analysis bot for Github. linters 17 False justinabrahms/imhotep https://github.com/justinabrahms/imhotep MIT 2012-12-17 01:26:32.000 2021-04-26 16:18:40.000 2017-12-09 20:00:47.000 37.0 23.0 214.0 2016-09-18 21:57:32.000 1.1.0 9.0 15.0 imhotep 23.0 356.0 11.0 7.0 https://pypi.org/project/imhotep 2016-09-18 21:57:32.000 4.0 18.0 18.0 3.0
229 227 retype https://github.com/ambv/retype Re-apply type annotations from .pyi stubs to your codebase. refactoring 17 True ambv/retype https://github.com/ambv/retype MIT 2017-03-11 07:54:58.000 2021-05-16 22:51:30.742 2021-05-15 17:24:28.000 16.0 5.0 100.0 2021-05-15 15:22:34.000 21.5.0 9.0 8.0 conda-forge/retype retype 9.0 34.0 https://pypi.org/project/retype 2021-05-15 15:22:34.000 34.0 1065.0 1393.0 https://anaconda.org/conda-forge/retype 2021-05-16 22:51:30.742 13159.0 3.0
230 228 mkdocs-print-site-plugin https://github.com/timvink/mkdocs-print-site-plugin MkDocs Plugin allowing your visitors to *File Print Save as PDF* the entire site. documentation 17 False timvink/mkdocs-print-site-plugin https://github.com/timvink/mkdocs-print-site-plugin MIT 2020-08-15 12:02:33.000 2021-05-19 18:24:00.000 2021-05-19 18:20:17.000 3.0 45.0 17.0 2021-05-19 18:24:00.000 1.2.3 21.0 ['mkdocs'] mkdocs-print-site-plugin 4.0 141.0 22.0 22.0 https://pypi.org/project/mkdocs-print-site-plugin 2021-05-19 18:24:00.000 0.0 1666.0 1666.0 3.0
231 229 yala https://github.com/cemsbr/yala Yet Another Linter Aggregator. linters 17 False cemsbr/yala https://github.com/cemsbr/yala MIT 2017-06-02 22:45:50.000 2021-04-10 04:04:26.000 2021-04-10 04:03:47.000 4.0 11.0 11.0 2020-10-24 16:03:12.000 3.0.1 27.0 3.0 ['flake8', 'pylint'] yala 1.0 165.0 54.0 36.0 https://pypi.org/project/yala 2020-10-24 16:03:12.000 18.0 1034.0 1034.0 3.0
232 230 bellybutton https://github.com/hchasestevens/bellybutton Custom Python linting through AST expressions. linters 16 True hchasestevens/bellybutton https://github.com/hchasestevens/bellybutton MIT 2018-02-17 06:31:44.000 2020-11-27 21:20:22.000 2020-11-27 21:18:44.000 7.0 6.0 211.0 2020-11-27 21:20:22.000 0.3.1 11.0 4.0 bellybutton 7.0 32.0 4.0 4.0 https://pypi.org/project/bellybutton 2020-11-27 21:20:22.000 0.0 7512.0 7512.0 3.0
233 231 pep8ify https://github.com/spulec/pep8ify A library that modifies python source code to conform to pep8. refactoring 16 False spulec/pep8ify https://github.com/spulec/pep8ify Apache-2.0 2012-06-03 03:31:33.000 2019-03-08 03:06:14.000 2014-10-24 20:36:38.000 13.0 12.0 113.0 2014-10-24 20:36:57.000 0.0.13 13.0 6.0 pep8ify 6.0 154.0 53.0 34.0 https://pypi.org/project/pep8ify 2014-10-24 20:36:57.000 19.0 108.0 108.0 3.0
234 232 pytest-play https://github.com/pytest-dev/pytest-play pytest plugin that let you automate actions and assertions with test metrics reporting executing plain YAML files. testing 16 False pytest-dev/pytest-play https://github.com/pytest-dev/pytest-play Apache-2.0 2017-12-14 09:08:26.000 2019-08-20 15:57:27.000 2019-06-12 11:57:28.000 3.0 24.0 63.0 2019-06-12 11:59:29.000 2.3.1 23.0 3.0 ['pytest'] pytest-play 4.0 382.0 25.0 21.0 https://pypi.org/project/pytest-play 2019-06-12 11:59:29.000 4.0 422.0 422.0 3.0
235 233 PyOxidizer https://github.com/indygreg/PyOxidizer A modern Python application packaging and distribution tool. packaging 15 True indygreg/PyOxidizer https://github.com/indygreg/PyOxidizer MPL-2.0 2018-12-18 23:32:13.000 2021-05-16 17:34:09.000 2021-05-16 17:27:05.000 111.0 143.0 3037.0 2021-05-09 16:48:41.000 pyoxidizer/0.16.0 8.0 34.0 199.0 14.0 3.0 238.0
236 234 pyenv-installer https://github.com/pyenv/pyenv-installer This tool is used to install `pyenv` and friends. virtual-envs 15 True pyenv/pyenv-installer https://github.com/pyenv/pyenv-installer MIT 2013-06-01 03:48:07.000 2021-05-17 23:00:48.000 2021-05-09 21:55:39.000 294.0 56.0 2687.0 31.0 6.0 134.0 3.0
237 235 dh-virtualenv https://github.com/spotify/dh-virtualenv Python virtualenvs in Debian packages. virtual-envs 15 True spotify/dh-virtualenv https://github.com/spotify/dh-virtualenv GPL-2.0 2013-10-09 19:03:43.000 2021-04-12 18:40:39.000 2021-04-12 18:40:39.000 158.0 156.0 1460.0 56.0 25.0 406.0 3.0
238 236 tbvaccine https://github.com/skorokithakis/tbvaccine A small utility to pretty-print Python tracebacks. logging 15 False skorokithakis/tbvaccine https://github.com/skorokithakis/tbvaccine MIT 2016-08-27 17:31:59.000 2020-03-01 19:24:46.000 2020-03-01 19:24:44.000 12.0 13.0 357.0 2018-12-14 18:07:29.000 0.3.1 12.0 12.0 tbvaccine 7.0 80.0 9.0 9.0 https://pypi.org/project/tbvaccine 2018-12-14 18:07:29.000 774.0 774.0 3.0
239 237 pip-run https://github.com/jaraco/pip-run pip-run - dynamic dependency loader for Python. dependency-managers 15 True jaraco/pip-run https://github.com/jaraco/pip-run MIT 2016-01-25 01:59:13.000 2021-03-24 23:41:55.000 2021-03-24 23:27:11.000 10.0 37.0 60.0 2021-02-21 18:35:39.000 8.4.2 20.0 9.0 pip-run 4.0 https://pypi.org/project/pip-run 2021-02-21 18:35:23.000 2770.0 2770.0 3.0
240 238 lazydocs https://github.com/ml-tooling/lazydocs Generate markdown API documentation from Google-style Python docstring. The lazy alternative to Sphinx. documentation 15 True ml-tooling/lazydocs https://github.com/ml-tooling/lazydocs MIT 2020-11-10 00:31:46.000 2021-03-15 19:30:18.000 2021-03-15 19:30:16.000 5.0 22.0 2021-03-15 19:30:05.000 0.4.6 16.0 4.0 lazydocs 1.0 22.0 22.0 https://pypi.org/project/lazydocs 2021-03-15 19:24:25.000 0.0 135.0 135.0 3.0
241 239 pytest-plugins https://github.com/man-group/pytest-plugins A grab-bag of nifty pytest plugins. testing 14 False man-group/pytest-plugins https://github.com/man-group/pytest-plugins MIT 2015-08-14 07:52:32.000 2021-03-22 04:23:41.000 2020-04-11 14:20:38.000 58.0 51.0 375.0 46.0 38.0 747.0 3.0
242 240 pipenv-pipes https://github.com/gtalarico/pipenv-pipes A PipEnv Environment Switcher. virtual-envs 14 False gtalarico/pipenv-pipes https://github.com/gtalarico/pipenv-pipes MIT 2018-05-02 03:56:41.000 2021-03-25 22:02:53.000 2019-06-27 03:42:48.000 11.0 10.0 127.0 2018-11-08 03:05:43.000 0.7.1 25.0 5.0 pipenv-pipes 7.0 285.0 https://pypi.org/project/pipenv-pipes 2018-11-08 03:05:43.000 97.0 97.0 3.0
243 241 com2ann https://github.com/ilevkivskyi/com2ann Tool for translation type comments to type annotations in Python. refactoring 14 True ilevkivskyi/com2ann https://github.com/ilevkivskyi/com2ann MIT 2016-09-09 07:17:02.000 2021-03-07 09:20:28.000 2021-03-07 09:20:25.000 5.0 14.0 89.0 2019-06-17 19:19:47.000 0.1.1 2.0 3.0 com2ann 4.0 28.0 2.0 2.0 https://pypi.org/project/com2ann 2019-06-17 19:19:47.000 0.0 667.0 667.0 3.0
244 242 subpar https://github.com/google/subpar Subpar is a utility for creating self-contained python executables. It is designed to work well with Bazel. packaging 13 False google/subpar https://github.com/google/subpar Apache-2.0 2016-08-03 20:11:35.000 2020-09-16 16:25:54.000 2019-08-15 01:37:08.000 60.0 30.0 480.0 2019-05-14 20:14:05.000 2.0.0 5.0 14.0 31.0 93.0 3.0
245 243 linty_fresh https://github.com/lyft/linty_fresh Surface lint errors during code review. linters 13 True lyft/linty_fresh https://github.com/lyft/linty_fresh Apache-2.0 2015-12-19 02:37:26.000 2020-11-30 22:20:25.000 2020-11-30 22:18:53.000 21.0 1.0 183.0 2018-12-12 19:47:05.000 0.7.0 10.0 17.0 ['flake8', 'mypy'] linty-fresh 8.0 53.0 https://pypi.org/project/linty-fresh 2018-12-12 19:47:05.000 18.0 18.0 3.0
246 244 universal-build https://github.com/ml-tooling/universal-build Universal build utilities for containerized build pipelines. build-tools 13 True ml-tooling/universal-build https://github.com/ml-tooling/universal-build MIT 2020-10-19 14:57:21.000 2021-04-19 19:45:59.000 2021-04-19 19:45:59.000 3.0 1.0 12.0 2021-03-22 18:29:06.000 0.6.13 38.0 4.0 universal-build 0.0 https://pypi.org/project/universal-build 2020-12-12 13:21:08.000 0.0 177.0 179.0 3.0 15.0
247 245 cohesion https://github.com/mschwager/cohesion A tool for measuring Python class cohesion. code-metrics 12 False mschwager/cohesion https://github.com/mschwager/cohesion GPL-3.0 2016-08-11 21:09:32.000 2019-08-05 17:14:04.000 2019-08-05 17:14:01.000 2.0 11.0 135.0 2019-07-10 16:08:05.000 1.0.0 9.0 2.0 cohesion 1.0 78.0 3.0 https://pypi.org/project/cohesion 2019-07-10 16:08:05.000 3.0 1799.0 1799.0 3.0
248 246 pyship https://github.com/jamesabel/pyship freezer, installer and updater for Python applications. packaging 10 False jamesabel/pyship https://github.com/jamesabel/pyship MIT 2020-04-23 04:45:03.000 2020-12-07 01:00:59.000 2020-12-07 01:00:54.000 11.0 2020-12-07 00:53:45.000 0.1.0 14.0 pyship 4.0 https://pypi.org/project/pyship 2020-12-07 00:53:45.000 47.0 47.0 3.0

20
latest-changes.md
View File

@ -2,19 +2,19 @@
_Projects that have a higher project-quality score compared to the last update. There might be a variety of reasons, such as increased downloads or code activity._
- <b><a href="https://github.com/willmcgugan/rich">rich</a></b> (🥇33 · ⭐ 26K · 📈) - Rich is a Python library for rich text and beautiful formatting in the.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/getlogbook/logbook">logbook</a></b> (🥈31 · ⭐ 1.4K · 💀) - A cool logging replacement for Python. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/pypa/packaging">packaging</a></b> (🥇31 · ⭐ 300 · 📈) - Core utilities for Python packages. <code><a href="http://bit.ly/3rqEWVr">BSD-2</a></code>
- <b><a href="https://github.com/pyutils/line_profiler">line_profiler</a></b> (🥈29 · ⭐ 3.5K · 📈) - Line-by-line profiling for Python. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/ml-tooling/lazydocs">lazydocs</a></b> (🥉16 · ⭐ 22 · 🐣) - Generate markdown API documentation from Google-style Python.. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/pyinstaller/pyinstaller">pyinstaller</a></b> (🥇34 · ⭐ 8.1K · 📈) - Freeze (package) Python programs into stand-alone.. <code><a href="http://bit.ly/2KucAZR">❗️GPL-2.0</a></code>
- <b><a href="https://github.com/buildbot/buildbot">buildbot</a></b> (🥇32 · ⭐ 4.6K · 📈) - Python-based continuous integration testing framework; your.. <code><a href="http://bit.ly/2KucAZR">❗️GPL-2.0</a></code>
- <b><a href="https://github.com/benfred/py-spy">py-spy</a></b> (🥇30 · ⭐ 6.9K · 📈) - Sampling profiler for Python programs. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/predictive-analytics-lab/data-science-types">data-science-types</a></b> (🥉23 · ⭐ 180 · 📈) - Mypy stubs, i.e., type information, for numpy, pandas.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/rubik/xenon">xenon</a></b> (🥉22 · ⭐ 190 · 📈) - Monitoring tool based on radon. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
## 📉 Trending Down
_Projects that have a lower project-quality score compared to the last update. There might be a variety of reasons such as decreased downloads or code activity._
- <b><a href="https://github.com/pypa/pipenv">pipenv</a></b> (🥇36 · ⭐ 22K · 📉) - Python Development Workflow for Humans. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/psf/black">black</a></b> (🥈33 · ⭐ 21K · 📉) - The uncompromising Python code formatter. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/openstack/hacking">hacking</a></b> (🥈29 · ⭐ 220 · 📉) - OpenStack Hacking Style Checks. Mirror of code maintained at.. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code> <code><img src="https://cdn.iconscout.com/icon/free/png-256/8-eight-digital-number-numerical-numbers-36025.png" style="display:inline;" width="13" height="13"></code>
- <b><a href="https://github.com/coala/coala">coala</a></b> (🥈27 · ⭐ 3.2K · 📉) - coala provides a unified command-line interface for linting and.. <code><a href="http://bit.ly/3pwmjO5">❗️AGPL-3.0</a></code>
- <b><a href="https://github.com/David-OConnor/pyflow">pyflow</a></b> (🥉17 · ⭐ 750 · 📉) - An installation and dependency system for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/pypa/pipenv">pipenv</a></b> (🥇35 · ⭐ 22K · 📉) - Python Development Workflow for Humans. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/microsoft/pyright">pyright</a></b> (🥈25 · ⭐ 6.8K · 📉) - Static type checker for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>
- <b><a href="https://github.com/dropbox/mypy-protobuf">mypy-protobuf</a></b> (🥉24 · ⭐ 350 · 📉) - open source tools to generate mypy stubs from protobufs. <code><a href="http://bit.ly/3nYMfla">Apache-2</a></code>
- <b><a href="https://github.com/Instagram/MonkeyType">MonkeyType</a></b> (🥈23 · ⭐ 3.4K · 📉) - A system for Python that generates static type annotations by.. <code><a href="http://bit.ly/3aKzpTv">BSD-3</a></code>
- <b><a href="https://github.com/cknd/stackprinter">stackprinter</a></b> (🥉23 · ⭐ 1.1K · 📉) - Debugging-friendly exceptions for Python. <code><a href="http://bit.ly/34MBwT8">MIT</a></code>